diff --git a/README.md b/README.md index 21bc627..51dfa6f 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # The RealHumanEval -Associated code and data for the paper "The Real HumanEval: Evaluating Large Language Models’ Abilities to Support Programmers". +Associated code, data and interface for the paper "The Real HumanEval: Evaluating Large Language Models’ Abilities to Support Programmers". Overview of RealHumanEval @@ -8,14 +8,13 @@ Associated code and data for the paper "The Real HumanEval: Evaluating Large Lan # What is it? -Coding benchmarks such as HumanEval evaluate the ability of large language models (LLMs) to generate code that passes unit tests. -While these benchmarks play an important role in evaluating LLMs, they do not necessarily reflect the current use of LLMs to assist programmers. -We conduct a user study (N=213), the RealHumanEval, to measure the ability of different LLMs to support programmers in their tasks. -We developed an online web app in which users interacted with one of six different LLMs integrated into an editor through either autocomplete support, akin to GitHub Copilot, or chat support, akin to ChatGPT, in addition to a condition with no LLM assistance. + +This repository introduces an interface for evaluating humans writing code with large language models (LLMs) "RealHumanEval". Users can interact with LLMs integrated into an editor through either autocomplete support, akin to GitHub Copilot, or chat support, akin to ChatGPT. + + +Using this interface, we ran a user study (N=213) to measure the ability of different LLMs to support programmers in their tasks. We measure user performance in terms of the speed and amount of tasks completed, as well as user satisfaction metrics of LLM helpfulness. While we find general correspondence between benchmark performance and user performance (i.e., less performant models tended to slow users down and reduce the number of tasks completed), the gaps in benchmark performance are not proportional to gaps in human performance metrics. -Furthermore, benchmark performance does not translate into user perceptions of helpfulness. -Our study also reveals that the benefits of LLM support for programming may currently be overstated; thus, we caution against over-optimizing for benchmark performance and highlight multiple avenues to improve both autocomplete and chat systems. We also hope that LLM developers evaluate the coding ability of their models with the help of our RealHumanEval platform. In this repository, you can find the data of participants study sessions as well as code to analyze that data. @@ -27,7 +26,8 @@ In this repository, you can find the data of participants study sessions as well # Data -You can find our data on Huggingface hub at [realhumaneval](https://huggingface.co/datasets/hsseinmz/realhumaneval), or for a direct download link, you can use the following link: [link](https://storage.googleapis.com/public-research-data-mozannar/realhumaneval_data.zip). +You can find our data on Huggingface hub at [realhumaneval](https://huggingface.co/datasets/hsseinmz/realhumaneval), or for a direct download link you can find in [./data](./data). + The data released consists of four parts (can also be found in the folder [./data](./data)): @@ -53,6 +53,7 @@ This repository is organized as follows: - [data](data) should contain the raw data used for analysis +- [interface](interface) (COMING SOON) # Paper Reproducibility diff --git a/data/study_data.csv b/data/study_data.csv index 94176de..632d5bf 100644 --- a/data/study_data.csv +++ b/data/study_data.csv @@ -1,214 +1,215 @@ -aiToolTypicalUsage,task_id,aihelpful,task_duration,model,interface,n_tasks_completed,n_tasks_attempted,n_tasks_skipped,task_completion_durations,mean_task_duration,coding_time,code_history,TLX_frustration,TLX_performance,TLX_temporal_demand,TLX_physical_demand,TLX_effort,TLX_mental_demand,TLX_total_score,n_sugg_accepted,n_sugg_shown,sugg_accept_rate,time_spent_verifying,n_sugg_requested,n_sugg_accepted_requested,sugg_accept_rate_requested,sugg_accept_rate_non_requested,n_assistant_response,n_user_message,n_copy_code_button,n_copy_from_chat,avg_copy_per_response,task_data,prog_experience,python_experience,ai_experience,model_size,model_name,programmer_id -Disagree,0,5,0 days 00:33:31,autocomplete_gpt35,autocomplete,7,8,0,"[141.338, 110.108, 452.533, 340.053, 217.011, 234.205, 183.021]",239.7527142857143,1894.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n "",""2"":""def sum_product(numbers):\n \n sum_number = 0\n product_number = 1\n\n for number in numbers:\n number = int(number)\n if number % 2 == 0: \n sum_number += number\n else:\n product_number *= number\n\n return sum_number - product_number"",""3"":""def sum_product(numbers):\n sum_val = 0\n pro_val = 1\n for num in numbers:\n sum_va"",""4"":""def sum_product(numbers):\n sum_val = 0\n pro_val = 1\n for num in numbers:\n sum_val += num\n pro_val *= num\n return (sum_val, pro_val)"",""5"":""def even_odd_count(num):\n evenCount = 0\n oddCount = 0\n i = 0\n while i < len(num):\n if num[i] % 2 == 0:\n evenCount += 1\n else:\n oddCount += 1\n i += 1\n return [evenCount, oddCount]\n\n\narray1 = [56, 34, 21, -45, 22]\nprint(even_odd_count(array1))\n"",""6"":""def even_odd_count(num):\n odd_count = 0\n even_count = 1"",""7"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n while(num > 0):\n if(num%2 == 0):\n even_count+=1\n "",""8"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n while(num > 0):\n if(num%2 == 0):\n even_count+=1\n else:\n odd_count+=1\n num = int(num\/10)\n return "",""9"":""def even_odd_count(num):\n if(num == 0):\n return (1, \n odd_count = 0\n even_count = 0\n while(num > 0):\n if(num%2 == 0):\n even_count+=1\n else:\n odd_count+=1\n num = int(num\/10)\n return (even_count, odd_count)"",""10"":""def even_odd_count(num):\n if(num == 0):\n return (1, 0)\n num = abs(num)\n odd_count = 0\n even_count = 0\n while(num > 0):\n if(num%2 == 0):\n even_count+=1\n else:\n odd_count+=1\n num = int(num\/10)\n return (even_count, odd_count)"",""11"":""def triples_sum_to_zero(l):"",""12"":""def triples_sum_to_zero(l):\n \n l.sort()\n ans=[]\n for i in range (len(l)-2):\n left = i + 1; right = len(l)-1\n while left < right:\n sum = l[i] + l [left] + l[right]\n if sum == 0:\n ans.append([l[i],l [left],l [right]])\n left+=1\n "",""13"":""def triples_sum_to_zero(l):\n l.sort()\n "",""14"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 2"",""15"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n \n for i in range(len(l) - 2):\n if not l[i] == l[i - 1]:\n target = 0\n target -= l[i]\n\n num_dict = {}\n j = i + 1\n \n while(j < len(l)):\n num_dict[l[j]] = j\n j += 1\n \n j = i +"",""16"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n duc"",""17"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in l:\n for"",""18"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in "",""19"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(len(l)):\n if(i >= j):\n continue\n dic[l[i]]-=1\n dic[l[j]]-=1\n try:\n dic[-l[i]-l[j]]-=1\n except:\n pass\n try:\n if dic[-l[i"",""20"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j"",""21"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-sum"",""22"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n return True\n return False\n\n\nif __name__ == \""__main__\"":\n list_1 = [0, -1, 2, -3, 1]\n res = triples_sum_to_zero(list_1)\n print(res)\n"",""23"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n return True\n return False\n\n\n\n [0, -1, 2, -3, 1]\n i i+1 len(l)"",""24"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if(-summ == l[i]\n return True\n \n return False"",""25"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j]) and (\n return True\n \n return False"",""26"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j]) and (dic[-summ] >2)):\n \n return True\n elif(\n \n return False"",""27"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j]) and (dic[-summ] >2)):\n \n return True\n elif((-summ == l[i]) and (dic[-summ] >1)):\n return True\n elif(\n \n return False"",""28"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j]) and (dic[-summ] >2)):\n \n return True\n elif((-summ == l[i]) and (dic[-summ] >1)):\n return True\n elif((-summ == l[j]) and (dic[-summ] >1)):\n return True\n elif ((l[i] != -sum) and (l[j] != -sum)):\n return True\n \n return False"",""29"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j]) and (dic[-summ] >2)):\n \n return True\n elif((-summ == l[i]) and (dic[-summ] >1)):\n return True\n elif((-summ == l[j]) ):\n if(dic[-summ] >1)\n return True\n elif\n \n return False"",""30"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j]) and (dic[-summ] >2)):\n \n return True\n elif((-summ == l[i]) and ):\n if(dic[-summ] >1):\n return True\n elif((-summ == l[j]) ):\n if(dic[-summ] >1):\n return True\n elif\n \n return False"",""31"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j])):\n if((dic[-summ] >2)):\n return True\n elif((-summ == l[i])):\n if(dic[-summ] >1):\n return True\n elif((-summ == l[j])):\n if(dic[-summ] >1):\n return True\n elif\n \n return False"",""32"":""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j])):\n if((dic[-summ] >2)):\n return True\n elif((-summ == l[i])):\n if(dic[-summ] >1):\n return True\n elif((-summ == l[j])):\n if(dic[-summ] >1):\n return True\n else:\n return True\n \n return False"",""33"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""34"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n# Expected output:\n\n# age brown blue green 2019-03-01 height 2019-03-05 2019-03-06 2019-03-07 2019-03-10\n# 0 NaN NaN NaN 20 3.92785 NaN NaN NaN\n# 1 NaN NaN "",""35"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df[height] = df[\n\nprint(transform_df(df))\n"",""36"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(2)\n df['dates'] = pd.to_datetime(df['dates']).dt.strftime('%m\/%d\/%Y')\n return df\n\nprint(transform_df(df))\n"",""37"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n \n return df\n\n\n\n\nprint(transform_df(df))\n"",""38"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n df['color'] = df['color'].apply(lambda x: x.title())\n return df\n\nprint(transform_df(df))\n"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n df['color'] = df.pivot(index='age', columns='dates', values='color')[df['dates'][0]]\n return df\n\nprint(transform_df(df))\n"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n df['blue'] = df['color'].str.contains(\""blue\"")\n pivotDf = df.pivot(index='age', columns='dates', values='blue')\n return pivotDf\n \n#DOES NOT WORK. WORKED IN KAGGLE BUT DOESN'T LIKE DROPDUPLICATES HERE\n\n\n\n#x = df.groupby(['age', ''] = df.pivot(\n\nprint(transform_df(df))\n"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df\n\nprint(transform_df(df))\n"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n \n\nprint(transform_df(df))\n"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n\nprint(transform_df(df))\n"",""44"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n df['blue'] = df['color'] == 'blue').astype(int)\n\nprint(transform_df(df))\n"",""45"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == 'blue').astype(int)\n\nprint(transform_df(df))\n"",""46"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n colors = ['blue','green','brow\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n\nprint(transform_df(df))\n"",""47"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n colors = ['blue','brown','green']\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n return df[['age','\nprint(transform_df(df))\n"",""48"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n colors = ['blue','brown','green']\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n return df[['age','blue','brown','green','month','day','height\nprint(transform_df(df))\n"",""49"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n colors = ['blue','brown','green']\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n df['a\n return df[['age','blue','brown','green','month','day','height']]\n \nprint(transform_df(df))\n"",""50"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\ndef tr_age\ndef transform_df(df):\n # Your code here\n colors = ['blue','brown','green']\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n df['age'] = df['age'].apply(tr_age)\n return df[['age','blue','brown','green','month','day','height']]\n \nprint(transform_df(df))\n"",""51"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\ndef tr_age(a):\n if(a < 18):\n return 'Under 18'\n elif(a <= 25\ndef transform_df(df):\n # Your code here\n colors = ['blue','brown','green']\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n df['age'] = df['age'].apply(tr_age)\n return df[['age','blue','brown','green','month','day','height']]\n \nprint(transform_df(df))\n"",""52"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\ndef tr_age(a):\n if(a < 18):\n return 'Under 18'\n elif(a <= 25):\n return '18-25'\n else:\n return 'Above 25'\ndef transform_df(df):\n # Your code here\n colors = ['blue','brown','green']\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n df['age'] = df['age'].apply(tr_age)\n return df[['age','blue','brown','green','month','day','height']]\n \nprint(transform_df(df))\n"",""53"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\ndef tr_age(a):\n if(a < 18):\n return 'Under 18'\n elif(a <= 25):\n return '18-25'\n else:\n return 'Above 25'\n \ndef transform_df(df):\n # Your code here\n colors = ['blue','brown','green']\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n df['age'] = df['age'].apply(tr_age)\n return df[['age','blue','brown','green','month','day','height']]\n \nprint(transform_df(df))\n"",""54"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n\n\n\ndef test_tokenizer():\n # write tests here\n tokenize = Tokenizer(max_vocab_size=200)\n print(\""test passes\"")\n\nif __name__ == '__main__':\n test_tokenizer()\n"",""55"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""56"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {} # {word: frequency in all sentences}\n for sentence in corpus:\n for word in sentence.split():\n if word in counts:\n counts[word] += 1\n else:\n counts[word] = 1\n # Sort the words according to their frequencies\n\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""57"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n \n for sentence in corpus:\n for word in self.tokenize(sentence):\n try:\n if counts[word] <= 0:\n counts[word] = 1\n \n except KeyError:\n counts[word] = 1\n \n \n sorted_counts = sorted(counts.items(),\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""58"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n \n count = 0\n # count the number of times each word appears in the corpus\n for item\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""59"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n for sen in corpus:\n for word in self.tokenize(sen):\n counts[word] = counts.get(word, 0) + 1\n \n\n sorted_counts = sorted(counts.items(), key=lambda cnt: -cnt[1])\n vocab = [item[0] for\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""60"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n for sen in corpus:\n token = self.tokenize(sen)\n for word in token:\n if(word in counts):\n counts[word] += 1\n else:\n counts[word] = 1\n\n keep_count\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""61"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n for sen in corpus:\n token = self.tokenize(sen)\n for word in token:\n if(word in counts):\n counts[word] += 1\n else:\n counts[word] = 1\n\n # if(counts[word] == 1 and len(counts) >= self.max_vocab_size):\n # self.max_vocab_size += 10\n\n sorted_counts = [(k,v) for k,v in sorted(counts.items(), key=lambda kv: (kv[1], kv[0]), reverse=True)]\n\n self.word_to_id[''] = 0\n self.max_vocab_size += 1\n for i,tup in enumerate(sorted_counts):\n if(i == self.max_vocab_size):\n break\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""62"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n for sen in corpus:\n token = self.tokenize(sen)\n for word in token:\n if(word in counts):\n counts[word] += 1\n else:\n counts[word] = 1\n\n # if(counts[word] == 1 and len(counts) >= self.max_vocab_size):\n # self.max_vocab_size += 10\n\n fo\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""63"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n for sen in corpus:\n token = self.tokenize(sen)\n for word in token:\n if(word in counts):\n counts[word] += 1\n else:\n counts[word] = 1\n\n # if(counts[word] == 1 and len(counts) >= self.max_vocab_size):\n # self.max_vocab_size += 10\n\n for word in counts.keys():\n if(counts[word] >= self.max_vocab_size):\n self.word_to_id[word] = self.max_vocab_size\n self.id_to_word[self.max_vocab_size] = word\n self.max_vocab_size += 1\n # self.max_vocab_size += 1\n else:\n self.word_to_id[word] = counts[word] \n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""64"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n for sen in corpus:\n token = self.tokenize(sen)\n for word in token:\n if(word in counts):\n counts[word] += 1\n else:\n counts[word] = 1\n\n # if(counts[word] == 1 and len(counts) >= self.max_vocab_size):\n # self.max_vocab_size += 10\n\n for word in counts.keys():\n if(counts[word] >= self.max_vocab_size):\n self.word_to_id[word] = self.max_vocab_size\n self.id_to_word[self.max_vocab_size] = word\n self.max_vocab_size += 1\n else:\n if((word not in self.word_to_id) and len(self.word_to_id) <= self.max_vocab_size):\n self.word_to_id[word] = len(self.word_to_id)\n self.id_to_word[len(self.id_to_word)] = word\n elif(word in self\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""65"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n for sen in corpus:\n token = self.tokenize(sen)\n for word in token:\n if(word in counts):\n counts[word] += 1\n else:\n counts[word] = 1\n\n # if(counts[word] == 1 and len(counts) >= self.max_vocab_size):\n # self.max_vocab_size += 10\n index = 0\n for word in counts.keys():\n if(counts[word] >= self.max_vocab_size):\n self.word_to_id[word] = index\n self.id_to_word[index] = word\n index+=1\n\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""66"":""def encode(message):\n\tmessage_encoded = encode(message)\n\treturn(message_encoded + ' from encode')\n"",""67"":""def encode(message):\n \n # A return statement causes program execution to\n # go back to the code that called the function.\n return\n\ndef decode(message):\n \n return"",""68"":""def encode(message):\n li = []\n for i in li:\n if"",""69"":""def encode(message):\n li = []\n for i in li:\n if(i.upper() == i):\n li.append(i.lower())"",""70"":""def encode(message):\n li = []\n for i in li:\n i\n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n "",""71"":""def encode(message):\n li = []\n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n dic = {}\n "",""72"":""def encode(message):\n li = []\n dic = {'A':'Y', 'E':'C', }\n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n \n "",""73"":""def encode(message):\n li = []\n dic = {'A':'Y', 'E':'C', 'I':'G', 'O':'N}\n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n \n "",""74"":""def encode(message):\n li = []\n dic = {'A':'C', 'E':'G', 'I':'K', 'O':'Q'}\n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n \n "",""75"":""def encode(message):\n li = []\n dic = {'A':'C', 'E':'G', 'I':'K', 'O':'Q','U':'W'}\n for i in message:\n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n \n "",""76"":""def encode(message):\n li = []\n dic = {'A':'C', 'E':'G', 'I':'K', 'O':'Q','U':'W'}\n for i in message:\n if(i.upper() in dic):\n li.append(dic[i.upper()])\n elif(i.lower() in dic):\n x = dic[i.lower()]\n li.append(x.upper())\n else:\n li.append\n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n \n "",""77"":""def encode(message):\n li = []\n dic = {'A':'C', 'E':'G', 'I':'K', 'O':'Q','U':'W'}\n for i in message:\n if(i.upper() in dic):\n li.append(\n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n \n "",""78"":""def encode(message):\n li = []\n dic = {'A':'C', 'E':'G', 'I':'K', 'O':'Q','U':'W'}\n for i in message:\n if(i.upper() in dic):\n if(i.upper() == i):\n li.append(dic[i])\n \n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n \n "",""79"":""def encode(message):\n li = []\n dic = {'A':'C', 'E':'G', 'I':'K', 'O':'Q','U':'W'}\n for i in message:\n if(i.upper() in dic):\n if(i.upper() == i):\n li.append(dic[i])\n else:\n li.append(dic[i.upper()].lower()])\n for i in li:\n \n if(i.upper() == i):\n li.append(i.lower())\n else:\n li.append(i.upper())\n \n "",""80"":""def encode(message):\n li = []\n dic = {'A':'C', 'E':'G', 'I':'K', 'O':'Q','U':'W'}\n for i in message:\n if(i.upper() in dic):\n if(i.upper() == i):\n li.append(dic[i])\n else:\n li.append(dic[i.upper()].lower())\n else:\n li.append(i)\n \n for i in li:\n \n if(i.upper() == i):\n li2.append(i.lower())\n else:\n li2.append(i.upper())\n \n "",""81"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n\n\n# start here!\nif __name__ == \""__main__\"":\n # ignoring FLAKE8 errors, so I'll give you a hint!\n # look a few lines above for the \""simplified_t_test\"" function signature\n\n # then, the test could look like\n\n sample1 = [1, 2"",""82"":""\nimport numy\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n"",""83"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n"",""84"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var\n return t_test\n"",""85"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.mean([x*x for x in sample1]) - mean1*mean\n return t_test\n"",""86"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.mean([x*x for x in sample1]) - mean1*mean1\n \n N1 = len(sample1)\n N2 = len(sample2)\n \n var2 = np.mean([x*x for x in sample2]) - mean2*mean2\n \n t_test = (mean1 - mean2 )\/np.sqrt(var1\/N1 + var2\n \n return t_test\n"",""87"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.mean([x*x for x in sample1]) - mean1*mean1\n var2 = np.mean([x*x for x in sample2]) - mean2*mean2\n t_test = abs((mean1 - mean2)\/(((var1\/len(sample1)) + (var2\/len(sample2)))**(0.5)))\n # return t_test\n \n return t_test\n"",""88"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.mean([x*x for x in sample1]) - mean1*mean1\n var2 = np.mean([x*x for x in sample2]) - mean2*mean2\n \n # return t_test\n \n return t_test\n"",""89"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.mean([(x-mean1) for x in sample1]) - mean1*mean1\n var2 = np.mean([x*x for x in sample2]) - mean2*mean2\n \n # return t_test\n \n return t_test\n"",""90"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.sum([(x-mean1)**2 for x in sample1])\/(len(\n var2 = np.mean([x*x for x in sample2]) - mean2*mean2\n \n # return t_test\n \n return t_test\n"",""91"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.sum([(x-mean1)**2 for x in sample1])\/(len(sample1) - 2)\n var2 = np.sum([(x-mean2)**2 for x in sample2])\/(len(sample2) - 2)\n \n # return t_test\n \n return t_test\n"",""92"":""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.sum([(x-mean1)**2 for x in sample1])\/(len(sample1) - 2)\n var2 = np.sum([(x-mean2)**2 for x in sample2])\/(len(sample2) - 2)\n t_test = abs((mean1 \n # return t_test\n \n return t_test\n"",""93"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n\n return score\n\nprint(schedule_events(test_events))\n"",""94"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n\n return score\n\nprint(schedule_events(test_events))\n\n "",""95"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n \n intervals = []\n# [intervals.append((x[0], x[1])) for x in events]\n\n for x in events:\n intervals.append((x[0], x[1]))\n \n selected = []\n \n intervals = sorted(intervals, key=lambda x: x[1])\n\n end\n return score\n\nprint(schedule_events(test_events))\n"",""96"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n dp = []\n event\n return score\n\nprint(schedule_events(test_events))\n"",""97"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n dp = []\n events = sorted(events, key=lambda x: x[1])\n events.insert(0, [0, 0, 0])\n n = len(events)\n\n for i in range(0, n):\n dp.append([])\n for j in range(0, n):\n dp[i].append(0)\n\n for i in range(n-1, -1, -1):\n \n return score\n\nprint(schedule_events(test_events))\n"",""98"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n dp = []\n events = sorted(events, key=lambda x: x[1])\n dp[0] = events[\n \n return score\n\nprint(schedule_events(test_events))\n"",""99"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n dp = []\n events = sorted(events, key=lambda x: x[1])\n dp.append(events[0][2]\n for i in range(1, len\n \n return score\n\nprint(schedule_events(test_events))\n"",""100"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n dp = []\n events = sorted(events, key=lambda x: x[1])\n dp.append(events[0][2])\n for i in range(1, len(events)):\n \n inp = [(dp[k] if events[k][1]<=events[i][0] else 0) for k,v in enumerate(events)]\n m = max(inp)\n dp.append(m+events[i][2])\n \n if dp[i-1]>dp[i]:\n\n \n return score\n\nprint(schedule_events(test_events))\n"",""101"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n dp = []\n events = sorted(events, key=lambda x: x[1])\n dp.append(events[0][2])\n for i in range(1, len(events)):\n \n inp = [(dp[k] if events[k][1]<=events[i][0] else 0) for k,v in enumerate(events)]\n m = max(inp)\n dp.append(m+events[i][2])\n \n if dp[i-1]>dp[i]:\n dp[i] = dp[i-1]\n \n score = max(dp)\n \n return score\n\nprint(schedule_events(test_events))\n"",""102"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n dp = []\n events = sorted(events, key=lambda x: x[1])\n dp.append(events[0][2])\n for i in range(1, len(events)):\n \n inp = [(dp[k] if events[k][1]<=events[i][0] else 0) for k,v in enumerate(events)]\n m = max(inp)\n dp.append(m+events[i][2])\n \n if dp[i-1]>dp[i]:\n dp[i] = dp[i-1]\n \n score = max(dp)\n \n return score\n\nprint(schedule_events(test_events))\n""},""times"":{""0"":0.0,""1"":45.0,""2"":59.998,""3"":75.0,""4"":90.002,""5"":135.002,""6"":164.997,""7"":180.001,""8"":194.998,""9"":209.996,""10"":224.996,""11"":239.998,""12"":255.0,""13"":344.994,""14"":359.998,""15"":374.999,""16"":389.998,""17"":404.996,""18"":419.994,""19"":434.997,""20"":449.993,""21"":464.994,""22"":479.997,""23"":524.994,""24"":554.993,""25"":569.993,""26"":584.995,""27"":599.994,""28"":614.993,""29"":629.993,""30"":644.989,""31"":659.991,""32"":678.433,""33"":691.14,""34"":704.993,""35"":734.992,""36"":749.993,""37"":764.992,""38"":779.99,""39"":794.992,""40"":809.99,""41"":824.994,""42"":839.99,""43"":854.989,""44"":869.988,""45"":884.987,""46"":899.991,""47"":914.987,""48"":929.99,""49"":944.987,""50"":959.988,""51"":974.986,""52"":989.987,""53"":1004.985,""54"":1034.988,""55"":1079.987,""56"":1094.983,""57"":1109.988,""58"":1124.987,""59"":1139.987,""60"":1154.984,""61"":1184.983,""62"":1199.986,""63"":1214.986,""64"":1229.983,""65"":1244.982,""66"":1259.986,""67"":1274.985,""68"":1289.983,""69"":1304.98,""70"":1319.98,""71"":1334.981,""72"":1349.987,""73"":1364.979,""74"":1379.979,""75"":1394.982,""76"":1409.984,""77"":1424.98,""78"":1439.979,""79"":1454.978,""80"":1469.979,""81"":1484.982,""82"":1499.979,""83"":1514.977,""84"":1529.982,""85"":1544.979,""86"":1559.981,""87"":1574.977,""88"":1589.977,""89"":1604.976,""90"":1619.979,""91"":1634.978,""92"":1650.03,""93"":1665.664,""94"":1680.034,""95"":1740.034,""96"":1785.032,""97"":1800.032,""98"":1830.029,""99"":1845.03,""100"":1860.034,""101"":1875.029,""102"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""even_odd_count"",""6"":""even_odd_count"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""triple_sum_to_zero"",""12"":""triple_sum_to_zero"",""13"":""triple_sum_to_zero"",""14"":""triple_sum_to_zero"",""15"":""triple_sum_to_zero"",""16"":""triple_sum_to_zero"",""17"":""triple_sum_to_zero"",""18"":""triple_sum_to_zero"",""19"":""triple_sum_to_zero"",""20"":""triple_sum_to_zero"",""21"":""triple_sum_to_zero"",""22"":""triple_sum_to_zero"",""23"":""triple_sum_to_zero"",""24"":""triple_sum_to_zero"",""25"":""triple_sum_to_zero"",""26"":""triple_sum_to_zero"",""27"":""triple_sum_to_zero"",""28"":""triple_sum_to_zero"",""29"":""triple_sum_to_zero"",""30"":""triple_sum_to_zero"",""31"":""triple_sum_to_zero"",""32"":""triple_sum_to_zero"",""33"":""table_transform_named"",""34"":""table_transform_named"",""35"":""table_transform_named"",""36"":""table_transform_named"",""37"":""table_transform_named"",""38"":""table_transform_named"",""39"":""table_transform_named"",""40"":""table_transform_named"",""41"":""table_transform_named"",""42"":""table_transform_named"",""43"":""table_transform_named"",""44"":""table_transform_named"",""45"":""table_transform_named"",""46"":""table_transform_named"",""47"":""table_transform_named"",""48"":""table_transform_named"",""49"":""table_transform_named"",""50"":""table_transform_named"",""51"":""table_transform_named"",""52"":""table_transform_named"",""53"":""table_transform_named"",""54"":""tokenizer"",""55"":""tokenizer"",""56"":""tokenizer"",""57"":""tokenizer"",""58"":""tokenizer"",""59"":""tokenizer"",""60"":""tokenizer"",""61"":""tokenizer"",""62"":""tokenizer"",""63"":""tokenizer"",""64"":""tokenizer"",""65"":""tokenizer"",""66"":""encode_message"",""67"":""encode_message"",""68"":""encode_message"",""69"":""encode_message"",""70"":""encode_message"",""71"":""encode_message"",""72"":""encode_message"",""73"":""encode_message"",""74"":""encode_message"",""75"":""encode_message"",""76"":""encode_message"",""77"":""encode_message"",""78"":""encode_message"",""79"":""encode_message"",""80"":""encode_message"",""81"":""t_test"",""82"":""t_test"",""83"":""t_test"",""84"":""t_test"",""85"":""t_test"",""86"":""t_test"",""87"":""t_test"",""88"":""t_test"",""89"":""t_test"",""90"":""t_test"",""91"":""t_test"",""92"":""t_test"",""93"":""event_scheduler"",""94"":""event_scheduler"",""95"":""event_scheduler"",""96"":""event_scheduler"",""97"":""event_scheduler"",""98"":""event_scheduler"",""99"":""event_scheduler"",""100"":""event_scheduler"",""101"":""event_scheduler"",""102"":""event_scheduler""},""time_gaps"":{""0"":0.0,""1"":45.0,""2"":14.998,""3"":15.002,""4"":15.002,""5"":45.0,""6"":29.995,""7"":15.004,""8"":14.997,""9"":14.998,""10"":15.0,""11"":15.002,""12"":15.002,""13"":89.994,""14"":15.004,""15"":15.001,""16"":14.999,""17"":14.998,""18"":14.998,""19"":15.003,""20"":14.996,""21"":15.001,""22"":15.003,""23"":44.997,""24"":29.999,""25"":15.0,""26"":15.002,""27"":14.999,""28"":14.999,""29"":15.0,""30"":14.996,""31"":15.002,""32"":18.442,""33"":12.707,""34"":13.853,""35"":29.999,""36"":15.001,""37"":14.999,""38"":14.998,""39"":15.002,""40"":14.998,""41"":15.004,""42"":14.996,""43"":14.999,""44"":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17.861, 2: 3.203, 3: 21.287, 6: 3.828, 7: 2.34, 8: 86.279, 10: 8.324, 11: 13.945, 12: 0.386, 13: 0.028, 14: 9.046, 15: 6.473, 16: 1.836, 17: 42.633, 18: 19.823, 21: 3.082, 23: 1.907, 24: 0.866, 25: 32.816, 26: 0.496, 27: 5.311, 28: 4.656, 29: 3.933, 30: 3.063, 31: 11.286, 32: 9.729, 34: 0.421, 35: 0.474, 37: 6.592, 38: 18.9, 40: 45.467, 42: 10.751, 43: 10.228, 44: 2.054, 45: 0.282, 46: 0.069, 47: 17.612, 48: 8.035, 49: 2.592, 50: 2.661, 51: 15.698, 52: 2.957, 53: 3.657, 54: 4.511, 55: 20.519, 56: 4.085, 57: 0.842, 58: 2.632, 62: 2.534, 64: 0.051, 65: 9.231, 66: 1.457, 67: 0.16, 68: 0.097, 71: 9.176, 72: 5.803, 74: 2.897, 75: 1.391, 76: 1.544, 77: 1.848, 78: 0.791, 79: 6.091, 80: 6.222, 81: 0.189, 82: 0.207, 83: 2.786, 86: 4.794, 88: 64.168, 89: 40.268, 94: 3.661, 95: 12.151, 97: 2.568, 98: 0.056, 99: 8.726, 100: 7.509}",14,5,0.35714285714285715,0.05454545454545454,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 141.341, ""completed"": true, ""code"": ""def sum_product(numbers):\n sum_val = 0\n pro_val = 1\n for num in numbers:\n sum_val += num\n pro_val *= num\n return (sum_val, pro_val)"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 110.109, ""completed"": true, ""code"": ""def even_odd_count(num):\n if(num == 0):\n return (1, 0)\n num = abs(num)\n odd_count = 0\n even_count = 0\n while(num > 0):\n if(num%2 == 0):\n even_count+=1\n else:\n odd_count+=1\n num = int(num/10)\n return (even_count, odd_count)"", ""skipped"": false}, ""1"": {""name"": ""triple_sum_to_zero"", ""time_in_task"": 452.535, ""completed"": true, ""code"": ""def triples_sum_to_zero(l):\n l.sort()\n if(len(l) < 3):\n return False\n dic = {}\n for i in li:\n try:\n dic[i] +=1\n except:\n dic[i] = 1\n for i in range(len(l)):\n for j in range(i+1, len(l)):\n summ = i+j\n if(-summ in dic):\n if((-summ == l[i]) and (-summ == l[j])):\n if((dic[-summ] >2)):\n return True\n elif((-summ == l[i])):\n if(dic[-summ] >1):\n return True\n elif((-summ == l[j])):\n if(dic[-summ] >1):\n return True\n else:\n return True\n \n return False"", ""skipped"": false}, ""2"": {""name"": ""table_transform_named"", ""time_in_task"": 340.054, ""completed"": true, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\ndef tr_age(a):\n if(a < 18):\n return 'Under 18'\n elif(a <= 25):\n return '18-25'\n else:\n return 'Above 25'\n \ndef transform_df(df):\n # Your code here\n colors = ['blue','brown','green']\n df['height'] = df['height'].round(1)\n df['datetime'] = pd.to_datetime(df['dates'])\n df['month'] = df['datetime'].dt.month\n df['day'] = df['datetime'].dt.day\n for color in colors:\n df[color] = (df['color'] == color).astype(int)\n df['age'] = df['age'].apply(tr_age)\n return df[['age','blue','brown','green','month','day','height']]\n \nprint(transform_df(df))\n"", ""skipped"": false}, ""3"": {""name"": ""tokenizer"", ""time_in_task"": 217.013, ""completed"": true, ""code"": ""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n counts = {}\n for sen in corpus:\n token = self.tokenize(sen)\n for word in token:\n if(word in counts):\n counts[word] += 1\n else:\n counts[word] = 1\n\n # if(counts[word] == 1 and len(counts) >= self.max_vocab_size):\n # self.max_vocab_size += 10\n index = 0\n for word in counts.keys():\n if(counts[word] >= self.max_vocab_size):\n self.word_to_id[word] = index\n self.id_to_word[index] = word\n index+=1\n\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"", ""skipped"": false}, ""4"": {""name"": ""encode_message"", ""time_in_task"": 234.206, ""completed"": true, ""code"": ""def encode(message):\n li = []\n dic = {'A':'C', 'E':'G', 'I':'K', 'O':'Q','U':'W'}\n for i in message:\n if(i.upper() in dic):\n if(i.upper() == i):\n li.append(dic[i])\n else:\n li.append(dic[i.upper()].lower())\n else:\n li.append(i)\n \n for i in li:\n \n if(i.upper() == i):\n li2.append(i.lower())\n else:\n li2.append(i.upper())\n \n "", ""skipped"": false}, ""5"": {""name"": ""t_test"", ""time_in_task"": 183.022, ""completed"": true, ""code"": ""\nimport numpy as np\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = np.mean(sample1)\n mean2 = np.mean(sample2)\n var1 = np.sum([(x-mean1)**2 for x in sample1])/(len(sample1) - 2)\n var2 = np.sum([(x-mean2)**2 for x in sample2])/(len(sample2) - 2)\n t_test = abs((mean1 \n # return t_test\n \n return t_test\n"", ""skipped"": false}, ""6"": {""name"": ""event_scheduler"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n dp = []\n events = sorted(events, key=lambda x: x[1])\n dp.append(events[0][2])\n for i in range(1, len(events)):\n \n inp = [(dp[k] if events[k][1]<=events[i][0] else 0) for k,v in enumerate(events)]\n m = max(inp)\n dp.append(m+events[i][2])\n \n if dp[i-1]>dp[i]:\n dp[i] = dp[i-1]\n \n score = max(dp)\n \n return score\n\nprint(schedule_events(test_events))\n"", ""skipped"": false}}",3 to 5 years professional programming experience,Advanced – I can design and implement a complex system architecture,Never,gpt35,GPT-3.5,0 -Disagree,0,7,0 days 00:40:50,autocomplete_gpt35,autocomplete,4,5,0,"[243.746, 425.801, 86.025, 840.47]",399.0105,2104.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n return [s"",""2"":""def sum_product(numbers):\n return [numbers.sum(), numbers.prod()]\n"",""3"":""def sum_product(numbers):\n \n"",""4"":""def sum_product(numbers):\n return sum(numbers), numbers[0]*numbers[1]*numbers[2]*numbers[3]*numbers[4]\n\ninput_user = []\nfor i in range(5):\n input_user.append(int(input(\""Geben Sie {} von 5 Zahlen ein: \"".format(i+1))))\n\nsumme, produkt = sum_product(input_user)\n\nprint(\""Die Summe der Zahlen lautet {}.\"".format(summe))\nprint(\""Das Produkt der Zahlen lautet {}.\"".format(produkt))\n"",""5"":""def sum_product(numbers):\n return sum(numbers), numbers[0]*numbers[1]*numbers[2]*numbers[3]*numbers[4]\n"",""6"":""def sum_product(numbers):\n for i in numbers:\n \n return sum(numbers), numbers[0]*numbers[1]*numbers[2]*numbers[3]*numbers[4]\n"",""7"":""def sum_product(numbers):\n cumsum = 0\n cumprod = 1\n for i in numbers:\n cumsum \n \n return sum(numbers), numbers[0]*numbers[1]*numbers[2]*numbers[3]*numbers[4]\n"",""8"":""def sum_product(numbers):\n cumsum = 0\n cumprod = 1\n for i in numbers:\n cumsum += i\n cumprod *= i\n \n return (cum\n"",""9"":""def even_odd_count(num):\n odd = [x for x in num if x%2]\n even = [x for x in num if x%2==0]\n print(\""Odd numbers count :\"", len(odd))\n print(\""Even numbers count :\"", len(even))\n\n# call function, demo\neven"",""10"":""def even_odd_count(num): \n odd = 0\n even = 0\n for i in range(1, num+1):\n if(i % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n print(\""Total even numbers:\"", even)\n print(\""Total odd numbers:\"", odd)\n \n# example code when you execute main.py\n# enter any number\n#9 \n#output\n#Total even numbers: 4\n#Total odd numbers: 5 "",""11"":""def even_odd_count(num): \n odd = 0\n even = 0\n for i in range(1, num+1):\n if(i % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n print(\""Total even numbers:\"", even)\n print(\""Total odd numbers:\"", odd)\n \n# example code when you execute main.py\n# enter any number\n#9 \n#output\n#Total even numbers: 4\n#Total odd numbers: 5 "",""12"":""def even_odd_count(num): \n odd = 0\n even = 0\n for i in range(1, num+1):\n if(i % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n print(\""Total even numbers:\"", even)\n print(\""Total odd numbers:\"", odd)\n \n# example code when you execute main.py\n# enter any number\n#9 \n#output\n#Total even numbers: 4\n#Total odd numbers: 5 "",""13"":""def even_odd_count(num): \n odd = 0\n even = 0\n for i in :\n if(i % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n print(\""Total even numbers:\"", even)\n print(\""Total odd numbers:\"", odd)\n \n# example code when you execute main.py\n# enter any number\n#9 \n#output\n#Total even numbers: 4\n#Total odd numbers: 5 "",""14"":""def even_odd_count(num): \n odd = 0\n even = 0\n \n for i in :\n if(i % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n print(\""Total even numbers:\"", even)\n print(\""Total odd numbers:\"", odd)\n \n# example code when you execute main.py\n# enter any number\n#9 \n#output\n#Total even numbers: 4\n#Total odd numbers: 5 "",""15"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = abs(num)\n for i in num.split(): \n if(i % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n print(\""Total even numbers:\"", even)\n print(\""Total odd numbers:\"", odd)\n \n# example code when you execute main.py\n# enter any number\n#9 \n#output\n#Total even numbers: 4\n#Total odd numbers: 5 "",""16"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = abs(num)\n for i in num.split(): \n if(int(i) % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n return \n \n# example code when you execute main.py\n# enter any number\n#9 \n#output\n#Total even numbers: 4\n#Total odd numbers: 5 "",""17"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = abs(num)\n for i in num.split(): \n if(int(i) % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n return (even, odd)"",""18"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = abs(num)\n for i in str(num).split(): \n if(int(i) % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n return (even, odd)"",""19"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = abs(num)\n for i in str(num).replace(\""-\"", \""\"").replace(\"".\"", \""\"").strip().lower()..split(): \n if(int(i) % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n return (even, odd)"",""20"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = abs(num)\n for i in str(num).split(): \n if(int(i) % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n return (even, odd)"",""21"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n for i in str(num).split(): \n if(int(i) % 2 == 0):\n even = even + 1\n else:\n odd = odd + 1\n return (even, odd)"",""22"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n for i in num.split(): \n if(int(i) % 2 == 0):\n even += 1\n else:\n odd += 1\n return (even, odd)"",""23"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n for i in num.split(): \n if(int(i) % 2 == 0):\n even += 1\n else:\n odd += 1\n return (even, odd)\n \neven_odd_count("",""24"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n for i in num.split(): \n if(int(i) % 2 == 0):\n even += 1\n else:\n odd += 1\n return (even, odd)\n \neven_odd_count(-78)"",""25"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n for i in num.split(''): \n if(int(i) % 2 == 0):\n even += 1\n else:\n odd += 1\n return (even, odd)\n \neven_odd_count(-78)"",""26"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n for i in num.split(): \n if(int(i) % 2 == 0):\n even += 1\n else:\n odd += 1\n return (even, odd)\n \neven_odd_count(-78)"",""27"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n \n for i in num.split(): \n if(int(i) % 2 == 0):\n even += 1\n else:\n odd += 1\n return (even, odd)\n \neven_odd_count(-78)"",""28"":""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n print(num)\n print(num.split())\n for i in num.split(): \n if(int(i) % 2 == 0):\n even += 1\n else:\n odd += 1\n return (even, odd)\n \neven_odd_count(-78)"",""29"":""def triples_sum_to_zero(l):\n t = []\n p = []\n for a in l:\n for b in l[1:]:\n for c in l[2:]:\n if a + b + c == 0:\n t.append([a"",""30"":""def triples_sum_to_zero(l): \n # Please write your code for solving the problem\n l.sort()\n for i in range(len(l) - 2):\n if i == 0 or l[i] > l[i - 1]:\n start = i + 1\n end = len(l) - 1\n\n while start < end:\n\n if l[i] + l[start] + l[end] == 0:\n return True\n elif l[i] + l[start] + l[end] < 0:\n start += 1\n else:\n end -= 1\n return False"",""31"":""def triples_sum_to_zero(l): \n # Please write your code for solving the problem\n l.sort()\n for i in range(len(l) - 2):\n if i == 0 or l[i] > l[i - 1]:\n start = i + 1\n end = len(l"",""32"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n# Output:\n# age color dates height\n# age_x 1.000000 1.2 -999.000000 2000005.0\n# age_y 2.000000 2.4 -998.000000 4000005.0\n# age_z 2.000000 4"",""33"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""34"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform column color into three columns with binary variable 1 o\n\nprint(transform_df(df))\n"",""35"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform column color into three columns with binary variable 1 or 0\n # use Pandas function get_dummies() for this task\n new_df = df[['age', 'height', 'dates']].copy()\n\n # Use the get_dummies() to transform the column\n # Specifying a column with prefix='prefix' creates names, which lets you distinguish them\n # when the same column name appears in multiple DataFrames\n \n type_df = pd.get_dummies(df[\""color\""], prefix='color')\n\n # Since get_dummies() converts categorical data to object, convert back to integer\n\n type_df[['color_blue', 'color_green', 'color_brown']] = type_df[['color_blue', 'color\n\nprint(transform_df(df))\n"",""36"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform column color into three columns with binary variable 1 or 0\n # use Pandas function get_dummies() for this task\n new_df = df[['age', 'height', 'dates']].copy()\n\n # Use the get_dummies() to transform the column\n # Specifying a column with prefix='prefix' creates names, which lets you distinguish them\n # when the same column name appears in multiple DataFrames\n \n type_df = pd.get_dummies(df[\""color\""], prefix='color')\n\n # Since get_dummies() converts categorical data to object, convert back to integer\n\n type_df[['blue', 'green', 'colobrown']] = type_df[['color_blue', 'color_green', 'color_brown']].astype('int')\n\n # Add the three columns back to the df\n\n new_df = pd.concat([new_df, type_df], axis=1)\n\n return new_df\n\nprint(transform_df(df))\n"",""37"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform column color into three columns with binary variable 1 or 0\n # use Pandas function get_dummies() for this task\n new_df = df[['age', 'height', 'dates']].copy()\n\n # Use the get_dummies() to transform the column\n # Specifying a column with prefix='prefix' creates names, which lets you distinguish them\n # when the same column name appears in multiple DataFrames\n \n type_df = pd.get_dummies(df[\""color\""], prefix='color')\n\n # Since get_dummies() converts categorical data to object, convert back to integer\n\n type_df[['blue', 'green', 'brown']] = type_df[['blue', 'green', 'brown']].astype('int')\n\n # Add the three columns back to the df\n\n new_df = pd.concat([new_df, type_df], axis=1)\n\n return new_df\n\nprint(transform_df(df))\n"",""38"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Take columns age, dates, \n\nprint(transform_df(df))\n"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Take columns age, dates, height as-is from input. Transform column color i\n\nprint(transform_df(df))\n"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Take columns age, dates, height as-is from input. Transform column color into binary variable columns\n # blue, browm\n\nprint(transform_df(df))\n"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Take columns age, dates, height as-is from input. Transform column color into binary variable columns\n # blue, brown, and green. Display in order age, blue, brown,m\n\nprint(transform_df(df))\n"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Take columns age, dates, height as-is from input. Transform column color into binary variable columns\n # blue, brown, and green. Display in order age, blue, brown, green, month, day, heigh\n\nprint(transform_df(df))\n"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to \n # age, brown, month, day, heigh\n # and \n # age, blue, brown, green, month, day, heigh\n\nprint(transform_df(df))\n"",""44"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n df['month'] = pd.DatetimeIndex(df['dates']).month\n df['day'] = pd.DatetimeIndex(df['dates']).day\n df = df.drop(\""dates\"", axis = 1)\n df = df.rename(columns={\""color\"": \""blue\""})\n \n # Reorder columns\n df = df[[\""age\"", \""blue\"", \""brown\"", \""green\"", \""month\"", \""day\"", \""height\""]]\n \n # return the new dataframe\n return df\n\nprint(transform_df(df))\n"",""45"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n df['month'] = pd.DatetimeIndex(df['dates']).month\n df['day'] = pd.DatetimeIndex(df['dates']).day\n df = df.drop(\""dates\"", axis = 1)\n df = df.rename(columns={\""color\"": \""blue\""})\n \n # Reorder columns\n df = df[[\""age\"", \""blue\"", \""brown\"", \""green\"", \""month\"", \""day\"", \""height\""]]\n \n \n\nprint(transform_df(df))\n"",""46"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n \n \n\nprint(transform_df(df))\n"",""47"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.Dataframe() \n dataframe['Age'] = df['age']\n \n dataframe['Blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['Brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['Green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['Month']= [x.split(\""-\"")[1] for x in dataframe.dates\n \n \n\nprint(transform_df(df))\n"",""48"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.Dataframe() \n dataframe['age'] = df['age']\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['Green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['Month']= [x.split(\""-\"")[1] for x in dataframe.dates]\n dataframe['Day'] = [x.split(\""-\"")[2] for x in dataframe.dates]\n dataframe['Hieght'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""49"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.Dataframe() \n dataframe['age'] = df['age']\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in dataframe.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in dataframe.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""50"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = df['age']\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in dataframe.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in dataframe.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""51"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = df['age']\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""52"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = df['age']\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n # Also transfor age to Under\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""53"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = df['age']\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n # Also transfo0r age to Under 18, 18-25 and so on.\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""54"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = df['age']\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n # Also transform age to Under 18, 18-25 and so on.\n df2 = pd.DataFrame(dataframe)\n df2.loc[df2['age'] <= 18, 'age'] = 'Under 18'\n df2.loc[(df2['age'] >18) & (df2['age'] <= 25), 'age'] = '18-25'\n df2.loc[(df2['age'] > 25) & (df2['age'] <=\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""55"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = [\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n # Also transform age to Under 18, 18-25 and so on.\n df2 = pd.DataFrame(dataframe)\n df2.loc[df2['age'] <= 18, 'age'] = 'Under 18'\n df2.loc[(df2['age'] >18) & (df2['age'] <= 25), 'age'] = '18-25'\n df2.loc[(df2['age'] > 25) & (df2['age'] <=\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""56"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = ['age' for df['age'] in df]\n df.loc[df['age'] > 24, 'age'] = 'age'\n df.loc[df['age'] < 19, 'age'] = 'Under 18'\n\n #color, height\n #'color'\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n # Also transform age to Under 18, 18-25 and so on.\n df2 = pd.DataFrame(dataframe)\n df2.loc[df2['age'] <= 18, 'age'] = 'Under 18'\n df2.loc[(df2['age'] >18) & (df2['age'] <= 25), 'age'] = '18-25'\n df2.loc[(df2['age'] > 25) & (df2['age'] <=\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""57"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = ['age' for df['age'] in df]\n df.loc[df['age'] > 24, 'age'] = '18-25'\n df.loc[df['age'] >= 19, 'age'] = '19-24'\n df.loc[df['age'] < 19, 'age'] = 'Under 18'\n\n #color, height\n #'color'\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""58"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = ['age' for df['age'] in df]\n df.loc[df['age'] > 24, 'age'] = '18-2'\n df.loc[df['age'] < 19, 'age'] = 'Under 18'\n\n #color, height\n #'color'\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""59"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n dataframe['age'] = df['age']\n \n #print(df['color'].unique())\n\n #color, height\n #'color'\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""60"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25\n dataframe['age'] = \n\n #color, height\n #'color'\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""61"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = \n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""62"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""63"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if color == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if color == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if color == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""64"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if df.shape == \""blue\"" else 0 for shape in df.color]\n dataframe['brown'] = [1 if df.shape == \""brown\"" else 0 for shape in df.color]\n dataframe['green'] = [1 if df.shape == \""green\"" else 0 for shape in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""65"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if color == \""blue\"" else 0 for color in df.color]\n dataframe['brown'] = [1 if color == \""brown\"" else 0 for color in df.color]\n dataframe['green'] = [1 if color == \""green\"" else 0 for col in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""66"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if color == \""blue\"" else 0 for color in df.color]\n dataframe['brown'] = [1 if color == \""brown\"" else 0 for color in df.color]\n dataframe['green'] = [1 if color == \""green\"" else 0 for color in df.color]\n \n dataframe['month']= [x.split(\""-\"")[1] for x in df.dates]\n dataframe['day'] = [x.split(\""-\"")[2] for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""67"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if color == \""blue\"" else 0 for color in df.color]\n dataframe['brown'] = [1 if color == \""brown\"" else 0 for color in df.color]\n dataframe['green'] = [1 if color == \""green\"" else 0 for color in df.color]\n \n dataframe['month']= [int(x.split(\""-\"")[1]) for x in df.dates]\n dataframe['day'] = [int(x.split(\""-\"")[2]) for x in df.dates]\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""68"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if color == \""blue\"" else 0 for color in df.color]\n dataframe['brown'] = [1 if color == \""brown\"" else 0 for color in df.color]\n dataframe['green'] = [1 if color == \""green\"" else 0 for color in df.color]\n \n dataframe['month']= [int(x.split(\""-\"")[1]) for x in df.dates]\n dataframe['day'] = [int(x.split(\""-\"")[2]) for x in df.dates]\n # Round up height to the nearest integer\n df['height'] = round(df['height']).astype(int)\n\n # concatenate dataframe and df for the height \n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""69"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if color == \""blue\"" else 0 for color in df.color]\n dataframe['brown'] = [1 if color == \""brown\"" else 0 for color in df.color]\n dataframe['green'] = [1 if color == \""green\"" else 0 for color in df.color]\n \n dataframe['month']= [int(x.split(\""-\"")[1]) for x in df.dates]\n dataframe['day'] = [int(x.split(\""-\"")[2]) for x in df.dates]\n # Round up height data to be a whole number\n for i in range(len(df.height)):\n dataframe['height'] = df.height[i].round()\n \n \n \n # Merge the original height column into the new DataFrame for returning.\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""70"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if color == \""blue\"" else 0 for color in df.color]\n dataframe['brown'] = [1 if color == \""brown\"" else 0 for color in df.color]\n dataframe['green'] = [1 if color == \""green\"" else 0 for color in df.color]\n \n dataframe['month']= [int(x.split(\""-\"")[1]) for x in df.dates]\n dataframe['day'] = [int(x.split(\""-\"")[2]) for x in df.dates]\n # Round up height\n dataframe['height'] = df['height'].map(lambda x: round(x))\n # Add height column to this dataframe\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"",""71"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n\n def bow(self, text):\n '''\n text: a string\n '''\n # WRITE CODE HERE\n return\n \n def to_sentence(self, bow):\n # do not"",""72"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""73"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""74"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""75"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpui\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""76"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # sel\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""77"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each uniqu\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""78"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the ci\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""79"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n # The IDs should range from 0 to N-1 where N is the size of the vocabulary.\n\n # create token list\n tokens = [token for sentence in corpus for token in self.tokenize(sentence)]\n # create dictionary mapping word -> count of occurences\n word_map = dict()\n \n # map\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""80"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n # ?\n \n # Build a vocabulary from the corpus data and store it into self.word_to_id\n # You do not have to make any changes in this function.\n \n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""81"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n # ?\n \n # Build a vocabulary from the corpus data and store it into self.word_to_id\n # You do not have to make any changes in this function.\n \n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n self.word_to_id[token] = word_id\n self.id_to_word[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(self.word_to_id.keys(), key=lambda word: self.word_to_id[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n # Think of the self.word_to_id and self.id_to_word\n # are backbones of self.word_to_vec and self.vec_to_word\n # respectively. You will be using the dictionaries in Lab 2 & 3!\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""82"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n # ?\n \n # Build a vocabulary from the corpus data and store it into self.word_to_id\n # You do not have to make any changes in this function.\n \n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n self.word_to_id[token] = word_id\n self.id_to_word[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(self.word_to_id.keys(), key=lambda word: self.word_to_id[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n # Think of the self.word_to_id and self.id_to_word\n # are backbones of self.word_to_vec and self.vec_to_word\n # respectively. You will be using the dictionaries in Lab 2 & 3!\n \n # after the function, you should have:\n # self.word_to_id, self.id_to_word\n # populated \/ updated with the most frequent max_vocab_size \n # words from the corpus\n # do not add or remove any statements in this function\n \n #return '1' <- ?\n # No need to return anything here: we will reference the Tokenizer object !\n \n # TODO\n # -> where to put # -> adds to build Vocab OR out of it\n # put them into out\/above the loop?\n #return '2' <- ?\n # ? <- ?\n # return self.word_to_id, self.id_to_word (Y\/N)\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""83"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n # ?\n \n # Build a vocabulary from the corpus data and store it into self.word_to_id\n # You do not have to make any changes in this function.\n \n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n self.word_to_id[token] = word_id\n self.id_to_word[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(self.word_to_id.keys(), key=lambda word: self.word_to_id[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""84"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n self.word_to_id[token] = word_id\n self.id_to_word[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(self.word_to_id.keys(), key=lambda word: self.word_to_id[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""85"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = \n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n self.word_to_id[token] = word_id\n self.id_to_word[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(self.word_to_id.keys(), key=lambda word: self.word_to_id[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""86"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = []\n id_to_word_local = []\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n word_to_id[token] = word_id\n self.id_to_word[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(self.word_to_id.keys(), key=lambda word: self.word_to_id[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""87"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = []\n id_to_word_local = []\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(self.word_to_id.keys(), key=lambda word: self.word_to_id[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""88"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = []\n id_to_word_local = []\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(word_to_id_local.keys(), key=lambda word: self.word_to_id[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""89"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = []\n id_to_word_local = []\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in self.word_to_id:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(word_to_id_local.keys(), key=lambda word: word_to_id_local[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""90"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = []\n id_to_word_local = []\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in word_to_id:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(word_to_id_local.keys(), key=lambda word: word_to_id_local[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""91"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = []\n id_to_word_local = []\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in word_to_id_local:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(word_to_id_local.keys(), key=lambda word: word_to_id_local[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""92"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = \n id_to_word_local = []\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in word_to_id_local:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(word_to_id_local.keys(), key=lambda word: word_to_id_local[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""93"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = {}\n id_to_word_local = {}\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in word_to_id_local:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(word_to_id_local.keys(), key=lambda word: word_to_id_local[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""94"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = {}\n id_to_word_local = {}\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in word_to_id_local:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(word_to_id_local.keys(), key=lambda word: word_to_id_local[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n""},""times"":{""0"":0.0,""1"":44.995,""2"":68.471,""3"":134.992,""4"":149.994,""5"":164.995,""6"":194.996,""7"":209.996,""8"":224.999,""9"":239.994,""10"":269.994,""11"":284.997,""12"":329.999,""13"":345.001,""14"":359.994,""15"":374.987,""16"":389.986,""17"":406.962,""18"":425.703,""19"":434.999,""20"":449.999,""21"":494.997,""22"":509.994,""23"":524.993,""24"":539.997,""25"":554.993,""26"":569.994,""27"":584.986,""28"":599.986,""29"":659.998,""30"":704.993,""31"":719.985,""32"":749.986,""33"":794.992,""34"":810.0,""35"":824.995,""36"":839.986,""37"":854.988,""38"":884.995,""39"":899.995,""40"":914.997,""41"":929.995,""42"":944.993,""43"":959.993,""44"":974.994,""45"":989.989,""46"":1034.985,""47"":1049.991,""48"":1064.99,""49"":1079.999,""50"":1133.273,""51"":1154.986,""52"":1199.991,""53"":1214.988,""54"":1229.997,""55"":1260.001,""56"":1275.002,""57"":1289.989,""58"":1304.989,""59"":1319.987,""60"":1334.986,""61"":1349.991,""62"":1380.358,""63"":1394.994,""64"":1409.996,""65"":1424.997,""66"":1511.954,""67"":1529.99,""68"":1544.987,""69"":1559.992,""70"":1574.989,""71"":1589.994,""72"":1619.988,""73"":1649.988,""74"":1664.993,""75"":1679.99,""76"":1694.992,""77"":1709.986,""78"":1724.986,""79"":1739.997,""80"":1754.995,""81"":1769.995,""82"":1784.99,""83"":1799.998,""84"":1859.992,""85"":1919.986,""86"":1934.986,""87"":1949.986,""88"":1964.994,""89"":1979.999,""90"":2024.988,""91"":2039.989,""92"":2054.985,""93"":2073.754,""94"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""sum_product"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""even_odd_count"",""21"":""even_odd_count"",""22"":""even_odd_count"",""23"":""even_odd_count"",""24"":""even_odd_count"",""25"":""even_odd_count"",""26"":""even_odd_count"",""27"":""even_odd_count"",""28"":""even_odd_count"",""29"":""triple_sum_to_zero"",""30"":""triple_sum_to_zero"",""31"":""triple_sum_to_zero"",""32"":""table_transform_named"",""33"":""table_transform_named"",""34"":""table_transform_named"",""35"":""table_transform_named"",""36"":""table_transform_named"",""37"":""table_transform_named"",""38"":""table_transform_named"",""39"":""table_transform_named"",""40"":""table_transform_named"",""41"":""table_transform_named"",""42"":""table_transform_named"",""43"":""table_transform_named"",""44"":""table_transform_named"",""45"":""table_transform_named"",""46"":""table_transform_named"",""47"":""table_transform_named"",""48"":""table_transform_named"",""49"":""table_transform_named"",""50"":""table_transform_named"",""51"":""table_transform_named"",""52"":""table_transform_named"",""53"":""table_transform_named"",""54"":""table_transform_named"",""55"":""table_transform_named"",""56"":""table_transform_named"",""57"":""table_transform_named"",""58"":""table_transform_named"",""59"":""table_transform_named"",""60"":""table_transform_named"",""61"":""table_transform_named"",""62"":""table_transform_named"",""63"":""table_transform_named"",""64"":""table_transform_named"",""65"":""table_transform_named"",""66"":""table_transform_named"",""67"":""table_transform_named"",""68"":""table_transform_named"",""69"":""table_transform_named"",""70"":""table_transform_named"",""71"":""tokenizer"",""72"":""tokenizer"",""73"":""tokenizer"",""74"":""tokenizer"",""75"":""tokenizer"",""76"":""tokenizer"",""77"":""tokenizer"",""78"":""tokenizer"",""79"":""tokenizer"",""80"":""tokenizer"",""81"":""tokenizer"",""82"":""tokenizer"",""83"":""tokenizer"",""84"":""tokenizer"",""85"":""tokenizer"",""86"":""tokenizer"",""87"":""tokenizer"",""88"":""tokenizer"",""89"":""tokenizer"",""90"":""tokenizer"",""91"":""tokenizer"",""92"":""tokenizer"",""93"":""tokenizer"",""94"":""tokenizer""},""time_gaps"":{""0"":0.0,""1"":44.995,""2"":23.476,""3"":66.521,""4"":15.002,""5"":15.001,""6"":30.001,""7"":15.0,""8"":15.003,""9"":14.995,""10"":30.0,""11"":15.003,""12"":45.002,""13"":15.002,""14"":14.993,""15"":14.993,""16"":14.999,""17"":16.976,""18"":18.741,""19"":9.296,""20"":15.0,""21"":44.998,""22"":14.997,""23"":14.999,""24"":15.004,""25"":14.996,""26"":15.001,""27"":14.992,""28"":15.0,""29"":60.012,""30"":44.995,""31"":14.992,""32"":30.001,""33"":45.006,""34"":15.008,""35"":14.995,""36"":14.991,""37"":15.002,""38"":30.007,""39"":15.0,""40"":15.002,""41"":14.998,""42"":14.998,""43"":15.0,""44"":15.001,""45"":14.995,""46"":44.996,""47"":15.006,""48"":14.999,""49"":15.009,""50"":53.274,""51"":21.713,""52"":45.005,""53"":14.997,""54"":15.009,""55"":30.004,""56"":15.001,""57"":14.987,""58"":15.0,""59"":14.998,""60"":14.999,""61"":15.005,""62"":30.367,""63"":14.636,""64"":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2.955, 3: 1.51, 4: 2.767, 5: 3.636, 6: 5.46, 7: 1.931, 8: 0.214, 9: 1.849, 10: 24.967, 11: 4.027, 12: 2.928, 13: 41.503, 14: 3.177, 15: 0.745, 16: 0.271, 17: 1.58, 18: 0.93, 19: 8.664, 20: 3.209, 21: 0.244, 22: 0.611, 23: 8.558, 24: 4.855, 25: 16.695, 27: 0.34, 28: 38.317, 29: 0.898, 30: 10.151, 31: 2.028, 32: 0.502, 33: 0.443, 35: 45.602, 36: 0.197, 37: 4.928, 38: 0.619, 39: 0.693, 40: 2.343, 41: 1.82, 43: 7.485, 44: 1.107, 46: 2.031, 48: 2.095, 49: 3.548, 50: 2.18, 51: 1.056, 52: 3.012, 53: 1.751, 54: 0.555, 55: 0.741, 56: 1.277, 57: 0.713, 58: 1.578, 59: 1.16, 60: 2.193, 61: 10.407, 62: 8.126, 63: 0.242, 65: 1.962, 66: 1.985, 67: 3.669, 69: 2.51, 70: 1.496, 71: 5.654, 72: 3.325, 73: 1.203, 74: 2.413, 75: 2.216, 76: 1.391, 78: 1.458, 79: 1.461, 80: 0.653, 81: 3.447, 83: 0.86, 84: 1.054, 87: 4.396, 88: 9.803, 89: 3.335, 91: 27.308, 92: 0.557, 93: 1.899, 94: 2.613, 95: 0.632, 96: 0.998, 97: 0.456, 98: 0.65, 99: 0.797, 100: 0.669, 101: 1.052, 102: 0.595, 103: 0.476, 104: 4.639, 105: 1.978, 106: 8.407, 107: 49.45, 108: 2.513, 109: 0.116, 110: 1.855, 111: 6.987, 112: 10.834, 113: 16.571, 114: 1.555}",25,14,0.56,0.32727272727272727,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 243.747, ""completed"": true, ""code"": ""def sum_product(numbers):\n cumsum = 0\n cumprod = 1\n for i in numbers:\n cumsum += i\n cumprod *= i\n \n return (cum\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 425.801, ""completed"": true, ""code"": ""def even_odd_count(num): \n odd = 0\n even = 0\n num = str(abs(num))\n print(num)\n print(num.split())\n for i in num.split(): \n if(int(i) % 2 == 0):\n even += 1\n else:\n odd += 1\n return (even, odd)\n \neven_odd_count(-78)"", ""skipped"": false}, ""1"": {""name"": ""triple_sum_to_zero"", ""time_in_task"": 86.026, ""completed"": true, ""code"": ""def triples_sum_to_zero(l): \n # Please write your code for solving the problem\n l.sort()\n for i in range(len(l) - 2):\n if i == 0 or l[i] > l[i - 1]:\n start = i + 1\n end = len(l"", ""skipped"": false}, ""2"": {""name"": ""table_transform_named"", ""time_in_task"": 840.471, ""completed"": true, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Transform above df to age, blue, brown, green, month, day, height\n # blue, brown and green are binary variable columsn from color.\n # month, day are divided from dates.\n # This function returns a new dataframe.\n \n #df = pd.DataFrame(df)\n dataframe = pd.DataFrame() \n # Transform age to 'Under 18', '18-25'\n dataframe['age'] = ['Under 18' if age < 18 else '18-25' for age in df.age]\n # Transform color to blue, brown, green columns\n \n dataframe['blue'] = [1 if color == \""blue\"" else 0 for color in df.color]\n dataframe['brown'] = [1 if color == \""brown\"" else 0 for color in df.color]\n dataframe['green'] = [1 if color == \""green\"" else 0 for color in df.color]\n \n dataframe['month']= [int(x.split(\""-\"")[1]) for x in df.dates]\n dataframe['day'] = [int(x.split(\""-\"")[2]) for x in df.dates]\n # Round up height\n dataframe['height'] = df['height'].map(lambda x: round(x))\n # Add height column to this dataframe\n dataframe['height'] = df['height']\n \n return dataframe\n \n \n\nprint(transform_df(df))\n"", ""skipped"": false}, ""3"": {""name"": ""tokenizer"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # The method's goal is to create two dictionaries: self.word_to_id and self.id_to_word.\n # self.word_to_id should map each unique word in the corpus to a unique numerical identifier (ID).\n # self.id_to_word is the reverse mapping, where each unique ID corresponds to a word.\n # The method only considers the most frequent words in the corpus up to a limit specified by max_vocab_size.\n \n word_to_id_local = {}\n id_to_word_local = {}\n word_id = 0\n for document in corpus:\n tokens = self.tokenize(document)\n for token in tokens:\n if token not in word_to_id_local:\n word_to_id_local[token] = word_id\n id_to_word_local[word_id] = token\n word_id += 1\n\n # Select most frequent words to keep in vocabulary\n sorted_words = sorted(word_to_id_local.keys(), key=lambda word: word_to_id_local[word], reverse=True)\n\n # If the vocabulary size exceeds the maximum size\n # Then reduce size upto 'max_vocab_size'\n # > ?\n if len(sorted_words) > self.max_vocab_size:\n sorted_words = sorted_words[:self.max_vocab_size]\n\n # Loop through mostfrequent_words, and assign IDs to them\n # then update self.word_to_id and self.id_to_word accordingly\n for i, word in enumerate(sorted_words):\n self.word_to_id[word] = i\n self.id_to_word[i] = word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"", ""skipped"": false}}",3 to 5 years professional programming experience,Intermediate – I can design and implement whole programs,Sometimes (once a week),gpt35,GPT-3.5,1 -Neutral,0,2,0 days 00:33:26,autocomplete_gpt35,autocomplete,8,8,0,"[137.493, 134.873, 226.801, 269.65, 261.069, 146.12, 155.127, 558.661]",236.22425,1893.0,"{""code"":{""0"":""def sum_product(numbers):\n "",""1"":""def sum_product(numbers):\n return (sum(numbers), )"",""2"":""def sum_product(numbers):\n return (sum(numbers), reduce(lambda x, y: x * y, numbers))"",""3"":""def sum_product(numbers):\n pri\n return (sum(numbers), reduce(lambda x, y: x * y, numbers))"",""4"":""def sum_product(numbers):\n prod = 1\n for i \n return (sum(numbers), reduce(lambda x, y: x * y, numbers))"",""5"":""def sum_product(numbers):\n prod = 1\n for i in numbers: prod *= i\n return (sum(numbers), prod)"",""6"":""def sum_product(numbers):\n prod = 1\n for i in numbers: prod *= i\n return (sum(numbers), prod)\n \nprint(sum_product([1,2,3,4]))"",""7"":""def even_odd_count(num):\n while num > "",""8"":""def even_odd_count(num):\n even=0\n odd=0\n while num > 0:\n num \/\/= 10\n "",""9"":""def even_odd_count(num):\n tot=0\n odd=0\n while num > 0:\n (num % 10) \n num \/\/= 10\n "",""10"":""def even_odd_count(num):\n tot=0\n odd=0\n while num > 0:\n odd += ((num % 10) % 2)\n tot += 1\n num \/\/= 10\n return \n "",""11"":""def even_odd_count(num):\n tot=0\n odd=0\n while num > 0:\n odd += ((num % 10) % 2)\n tot += 1\n num \/\/= 10\n return (tot-odd, odd)\n \n \n "",""12"":""def even_odd_count(num):\n tot=0\n odd=0\n while num != 0:\n odd += ((num % 10) % 2)\n tot += 1\n num \/\/= 10\n return (tot-odd, odd)\n \nprint(even_odd_count(-12))"",""13"":""def even_odd_count(num):\n tot=0\n odd=0\n if num < 0: num = -num\n while num > 0:\n odd += ((num % 10) % 2)\n tot += 1\n num \/\/= 10\n return (tot-odd, odd)\n\nprint(even_odd_count(-12))"",""14"":""def even_odd_count(num):\n tot=0\n odd=0\n if num < 0: num = -num\n while num > 0:\n odd += ((num % 10) % 2)\n tot += 1\n num \/\/= 10\n return (tot-odd, odd)"",""15"":""def even_odd_count(num):\n if num==0: return (1, 0)\n tot=0\n odd=0\n if num < 0: num = -num\n while num > 0:\n odd += ((num % 10) % 2)\n tot += 1\n num \/\/= 10\n return (tot-odd, odd)"",""16"":""def triples_sum_to_zero(l):\n \n # l = [7, -5, 3, -4] \n found = False\n\n #find first element\n for i in range("",""17"":""def triples_sum_to_zero(l):\n if len(l) < 3"",""18"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l.sort"",""19"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n \n n = len(l)\n for i in range()"",""20"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(list(set(l)))\n n = len(l)\n for i in range(n):"",""21"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(list(set(l)))\n n = len(l)\n for i in range(n - 3):\n a = l[0]\n start = i + 1\n end = n - 1\n while (start < end):\n b = l[start]\n c = l[end]\n if a + b + c == 0:\n return True\n elif a + b + c > 0:\n end -= "",""22"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(list(set(l)))\n n = len(l)\n for i in range(n - 3):\n j = 0\n "",""23"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(list(set(l)))\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n if "",""24"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(list(set(l)))\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n if l[i] + l[j] + l[k]"",""25"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(l)\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n if l[i] + l[j] + l[k] == 0:\n return True\n return Fals"",""26"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(l)\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n tot = l[i] + l[j] + l[k]\n if tot == 0:\n return True\n \n return False"",""27"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(l)\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n tot = l[i] + l[j] + l[k]\n if tot == 0:\n return True\n elif tot < 0:\n j += 1\n else:\n k -= 1\n return False"",""28"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(l)\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n tot = l[i] + l[j] + l[k]\n if tot == 0:\n return True\n elif tot < 0:\n j += 1\n else:\n k -= 1\n return False\nprint(triples_sum_to_zero([1,3,4,]))"",""29"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(l)\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n tot = l[i] + l[j] + l[k]\n if tot == 0:\n return True\n elif tot < 0:\n j += 1\n else:\n k -= 1\n return False\nprint(triples_sum_to_zero([1,3,-2,1]))"",""30"":""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(l)\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n tot = l[i] + l[j] + l[k]\n if tot == 0:\n return True\n elif tot < 0:\n j += 1\n else:\n k -= 1\n return False\nprint(triples_sum_to_zero([2,4,-5,]))"",""31"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # 1. Sort the DataFrame by 'height' column in ascending order\n df = df.sort_values(by=['height'])\n \n # 2. Convert the 'age' column to integer\n\nprint(transform_df(df))\n"",""32"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n \n # Convert dates to datetime format\n df['dates'] = pd.to_datetime(df['dates'])\n\n # Group by color and calculate mean height for each color\n height_mean = df.groupby('color')['height'].mean()\n\n # Calculate the percentage of each color's mean height in the total height\n percentage = height_mean \/ df['height'].sum() * 100\n\n # Add the percentage as a new column in the DataFrame\n df['height_percentage'] = [\n\nprint(transform_df(df))\n"",""33"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n df['age'] < 18:\n \nprint(transform_df(df))\n"",""34"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n df[df['age'] < 18, 'ag']\n \nprint(transform_df(df))\n"",""35"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n pd.DataFrame(columns='')\n \n \nprint(transform_df(df))\n"",""36"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'mont])\n \n \nprint(transform_df(df))\n"",""37"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n return new_df\n \n \nprint(transform_df(df))\n"",""38"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['age'] = df['age']\n new_df[['blue', 'brown', 'green']] = pd.get_dummies(df['color'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df\n \n \nprint(transform_df(df))\n"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['age'] = df['age']\n i\n # new_df[['blue', 'brown', 'green']] = pd.get_dummies(df['color'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].astype(int)\n return new_df\n \n \nprint(transform_df(df))\n"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['age'] = df['age']\n # new_df[['blue', 'brown', 'green']] = pd.get_dummies(df['color'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].\n return new_df\n \n \nprint(transform_df(df))\n"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['age'] = df['age']\n # new_df[['blue', 'brown', 'green']] = pd.get_dummies(df['color'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].round(-)\n new_df[['blue', 'brown', 'green']] = df['color'].str.get_dummies()\n return new_df\n \n \nprint(transform_df(df))\n"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['age'] = df['age']\n\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].round(0).astype(int)\n new_df[['blue', 'brown', 'green']] = df['color'].str.get_dummies()\n return new_df\n \n \nprint(transform_df(df))\n"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].round(0).astype(int)\n new_df[['blue', 'brown', 'green']] = df['color'].str.get_dummies()\n return new_df\n \n \nprint(transform_df(df))\n"",""44"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].round(0).astype(int)\n new_df[['blue', 'brown', 'green']] = df['color'].str.get_dummies()\n new_df.loc['age'\n return new_df\n \n \nprint(transform_df(df))\n"",""45"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].round(0).astype(int)\n new_df[['blue', 'brown', 'green']] = df['color'].str.get_dummies()\n new_df.iloc[df['age'] < 18, 0] \n return new_df\n \n \nprint(transform_df(df))\n"",""46"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].round(0).astype(int)\n new_df[['blue', 'brown', 'green']] = df['color'].str.get_dummies()\n new_df.iloc[df['age'] < 18, 0] = \""Under 18\""\n new_df.iloc[df['age'] >= 18, 0] = \""18-25\""\n return new_df\n \n \nprint(transform_df(df))\n"",""47"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""48"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n for t in corpus:\n t = to\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""49"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n for t in corpus:\n t = tokenize(t)\n \n # create a vocabulary dictionary with word as key and its count as value\n word_count = {}\n for t in corpus:\n for word\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""50"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n word_dict \n for t in corpus:\n t = tokenize(t)\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""51"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict()\n for t in corpus:\n t = tokenize(t)\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""52"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n \n for token in tokenize(t)\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""53"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n sorted([]\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""54"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n sorted(word_dict.,)\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""55"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n word_dict = dict(sorted(word_dict.items(), key=lambda x: x[1]))\n word_set = set(word_dict.keys())\n if len(word_set) < self.max_vocab_size:\n self.max_vocab_size = len(word_set)\n for i, word in enumerate(word_set):\n if i < self.max_vocab_size:\n self.word_to\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""56"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n wlist(sorted(word_dict.items(), key=lambda x: x[1]))\n for i, word in enumerate(word_set):\n if i < self.max_vocab_size:\n self.word_to\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""57"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n words = list(sorted(word_dict.items(), key=lambda x: x[1]))[]\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""58"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n words = list(sorted(word_dict.items(), key=lambda x: x[1]))\n for i in range(self.max_)\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""59"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n words = list(sorted(word_dict.items(), key=lambda x: x[1]))\n for i in range(self.max_vocab_size):\n word = words[i][0]\n self.wor\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""60"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n words = list(sorted(word_dict.items(), key=lambda x: x[1]))\n for i in range(self.max_vocab_size):\n word = words[i][0]\n self.word_to_id[word] = len(self.word_to_id)\n self.id_to_word[]\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""61"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in tokenize(t):\n word_dict[token] += 1\n words = list(sorted(word_dict.items(), key=lambda x: x[1]))\n for i in range(self.max_vocab_size):\n word = words[i][0]\n curr_id = len(self.word_to_id)\n self.word_to_id[word] = curr_id\n self.id_to_word[curr_id] = word\n return self.word_to_id, self.id_to_word\n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""62"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in self.tokenize(t):\n word_dict[token] += 1\n words = list(sorted(word_dict.items(), key=lambda x: x[1]))\n for i in range(self.max_vocab_size):\n word = words[i][0]\n curr_id = len(self.word_to_id)\n self.word_to_id[word] = curr_id\n self.id_to_word[curr_id] = word\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""63"":""def encode(message):\n "",""64"":""def encode(message):\n vowels=['a']"",""65"":""def encode(message):\n vowels=['a', 'e', 'i']"",""66"":""def encode(message):\n vowels=['a', 'e', 'i', 'o', 'u']\n for c in message:\n "",""67"":""def encode(message):\n vowels=['a', 'e', 'i', 'o', 'u']\n new_msg = \""\""\n for c in message:\n "",""68"":""def encode(message):\n vowels=['a', 'e', 'i', 'o', 'u']\n new_msg = \""\""\n for c in message:\n if c in vowels:\n \n "",""69"":""def encode(message):\n vowels=['a', 'e', 'i', 'o', 'u']\n new_msg = \""\""\n for c in message:\n if c in vowels:\n c = chr(ord(c) + 2)\n "",""70"":""def encode(message):\n vowels=['a', 'e', 'i', 'o', 'u']\n new_msg = \""\""\n for c in message:\n if c.lower() in vowels:\n c = chr(ord(c) + 2)\n c = c.\n \n "",""71"":""def encode(message):\n vowels=['a', 'e', 'i', 'o', 'u']\n new_msg = \""\""\n for c in message:\n if c.lower() in vowels:\n c = chr(ord(c) + 2)\n c = c.upper() if c.islower() else c.lower()\n new_msg += c\n \n "",""72"":""def encode(message):\n vowels=['a', 'e', 'i', 'o', 'u']\n new_msg = \""\""\n for c in message:\n if c.lower() in vowels:\n c = chr(ord(c) + 2)\n c = c.upper() if c.islower() else c.lower()\n new_msg += c\n return new_msg\nprint(encode('test'))"",""73"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n"",""74"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n map()\n return t_test\n"",""75"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n var1 = sum()\n return t_test\n"",""76"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n n1 = len(sam\n mean1 = sum(sample1) \/ len(sample1)\n var1 = sum()\n return t_test\n"",""77"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n n1 = len(sample1)\n n2 = len(sample2)\n mean1 = sum(sample1) \/ n1\n var1 = sum(map(pow,))\n return t_test\n"",""78"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n n1 = len(sample1)\n n2 = len(sample2)\n mean1 = sum(sample1) \/ n1\n mean2 = sum(sample2) \/ n2\n var1 = sum(map(pow, sample1))\n return t_test\n"",""79"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n n1 = len(sample1)\n n2 = len(sample2)\n mean1 = sum(sample1) \/ n1\n mean2 = sum(sample2) \/ n2\n var1 = sum(map(lambda x: pow(x - mean1), sample1))\n return t_test\n"",""80"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n n1 = len(sample1)\n n2 = len(sample2)\n mean1 = sum(sample1) \/ n1\n mean2 = sum(sample2) \/ n2\n var1 = sum(map(lambda x: pow(x - mean1), sample1)) \/ (n1 - 2)\n var2 = sum(map(lambda x: pow(x - mean2), sample2)) \/ (n2 - 2)\n return t_test\n"",""81"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n n1 = len(sample1)\n n2 = len(sample2)\n mean1 = sum(sample1) \/ n1\n mean2 = sum(sample2) \/ n2\n var1 = sum(map(lambda x: pow(x - mean1), sample1)) \/ (n1 - 2)\n var2 = sum(map(lambda x: pow(x - mean2), sample2)) \/ (n2 - 2)\n import math\n t_test = abs((mean1 - mean2) \/ math.sq)\n return t_test\n"",""82"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n n1 = len(sample1)\n n2 = len(sample2)\n mean1 = sum(sample1) \/ n1\n mean2 = sum(sample2) \/ n2\n var1 = sum(map(lambda x: pow(x - mean1), sample1)) \/ (n1 - 2)\n var2 = sum(map(lambda x: pow(x - mean2), sample2)) \/ (n2 - 2)\n import math\n t_test = abs((mean1 - mean2) \/ math.sqrt(var1 \/ n1 + var2 \/ n2))\n return t_test\n"",""83"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n\n return score\n\nprint(schedule_events(test_events))\n"",""84"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n\n return score\n\nprint(schedule_events(test_events))\n# output: 14"",""85"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n \n # sort the events based on end time\n events = sorted(events, key=lambda x: x[1])\n\n # keep track of the current end time\n end_time = 0\n\n # loop through the events\n for event in events:\n # if the current event starts after the current end time, then it can be scheduled\n if event[0] >= end_time:\n # add the score of this event to the total score\n score += event[2]\n # update\n\n return score\n\nprint(schedule_events(test_events))\n"",""86"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n events = sorted(events, )\n\n return score\n\nprint(schedule_events(test_events))\n"",""87"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n \n\n return score\n\nprint(schedule_events(test_events))\n"",""88"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n \n def dp(i, last_):\n\n return score\n\nprint(schedule_events(test_events))\n"",""89"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n \n @cache\n def dp(i, l):\n \n\n return score\n\nprint(schedule_events(test_events))\n"",""90"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n:\n \n\n return score\n\nprint(schedule_events(test_events))\n"",""91"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n: return 0\n if \n \n\n return score\n\nprint(schedule_events(test_events))\n"",""92"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n: return 0\n if events[i][1] \n \n\n return score\n\nprint(schedule_events(test_events))\n"",""93"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n: return 0\n if events[i][0] <= last_end: return dp(i)\n \n\n return score\n\nprint(schedule_events(test_events))\n"",""94"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n: return 0\n if events[i][0] <= last_end: return dp(i + 1, last_end)\n return max(dp(i + 1, lsat_e))\n \n\n return score\n\nprint(schedule_events(test_events))\n"",""95"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n: return 0\n if events[i][0] <= last_end: return dp(i + 1, last_end)\n return max(dp(i + 1, last_end), events[i][] dp())\n \n\n return score\n\nprint(schedule_events(test_events))\n"",""96"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n: return 0\n if events[i][0] <= last_end: return dp(i + 1, last_end)\n return max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n score = dp()\n return score\n\nprint(schedule_events(test_events))\n"",""97"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n: return 0\n if events[i][0] <= last_end: return dp(i + 1, last_end)\n return max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""98"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n \n \n def dp(i, last_end):\n if i >= n: return 0\n if events[i][0] <= last_end: return dp(i + 1, last_end)\n return max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""99"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\nfrom functools import cache\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n \n @cache\n def dp(i, last_end):\n if i >= n: return 0\n if events[i][0] <= last_end: return dp(i + 1, last_end)\n return max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""100"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n \n def dp(i, last_end):\n if i >= n: return 0\n if events[i][0] <= last_end: return dp(i + 1, last_end)\n return max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""101"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n def dp(i, last_end):\n if i >= n: return 0\n if i in mem: return mem[i]\n if events[i][0] <= last_end: return memdp(i + 1, last_end)\n return max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""102"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n def dp(i, last_end):\n if i >= n: return 0\n if i in mem: return mem[i]\n if events[i][0] <= last_end: \n mem[ = dp(i + 1, last_end)\n return meme[i] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""103"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n def dp(i, last_end):\n if i >= n: return 0\n if i in mem: return mem[i]\n if events[i][0] <= last_end: \n mem[i] = dp(i + 1, last_end)\n return mem[i]\n mem[i] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[i]\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""104"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n if i in mem: return mem[i]\n if events[i][0] <= last_end: \n mem[i] = dp(i + 1, last_end)\n return mem[i]\n mem[i] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[i]\n score = dp(0, -1)\n\n return score\n\nprint(schedule_events(test_events))\n"",""105"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n if i in mem: return mem[i]\n if events[i][0] <= last_end: \n mem[i] = dp(i + 1, last_end)\n return mem[i]\n mem[i] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[i]\n \n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""106"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n print(events)\n\n def dp(i, last_end):\n if i >= n: return 0\n if i in mem: return mem[i]\n if events[i][0] <= last_end: \n mem[i] = dp(i + 1, last_end)\n return mem[i]\n mem[i] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[i]\n \n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""107"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n \n\n def dp(i, last_end):\n if i >= n: return 0\n if i in mem: return mem[i]\n if events[i][0] <= last_end: \n mem[i] = dp(i + 1, last_end)\n return mem[i]\n mem[i] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[i]\n \n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""108"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n if i in mem: return mem[i]\n if events[i][0] <= last_end: \n mem[i] = dp(i + 1, last_end)\n return mem[i]\n mem[i] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[i]\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""109"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n key = (i, last_end)\n if key in mem: return mem[key]\n if events[i][0] <= last_end: \n mem[i] = dp(i + 1, last_end)\n return mem[i]\n mem[i] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[i]\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""110"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n key = (i, last_end)\n if key in mem: return mem[key]\n if events[i][0] <= last_end: \n mem[key] = dp(i + 1, last_end)\n return mem[key]\n mem[key] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[key]\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""111"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n key = (i, last_end)\n if key in mem: return mem[key]\n if events[i][0] <= last_end: \n mem[key] = dp(i + 1, last_end)\n return mem[key]\n mem[key] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[key]\n\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""112"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\ntest\n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n key = (i, last_end)\n if key in mem: return mem[key]\n if events[i][0] <= last_end: \n mem[key] = dp(i + 1, last_end)\n return mem[key]\n mem[key] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[key]\n\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\n"",""113"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\ntest_events_2 = [(1,3,5), (1,2,3), (2,3,4)] \n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n key = (i, last_end)\n if key in mem: return mem[key]\n if events[i][0] <= last_end: \n mem[key] = dp(i + 1, last_end)\n return mem[key]\n mem[key] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[key]\n\n score = dp(0, -1)\n return score\n\nprint(schedule_events(test_events))\nprint(schedule_events(test_events))\n"",""114"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\ntest_events_2 = [(1,3,5), (1,2,3), (2,3,4)] \n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n key = (i, last_end)\n if key in mem: return mem[key]\n if events[i][0] < last_end: \n mem[key] = dp(i + 1, last_end)\n return mem[key]\n mem[key] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[key]\n\n score = dp(0, -1)\n return score\n\n# print(schedule_events(test_events))\n# print(schedule_events(test_events_2))\n"",""115"":""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\ntest_events_2 = [(1,3,5), (1,2,3), (2,3,4)] \n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n key = (i, last_end)\n if key in mem: return mem[key]\n if events[i][0] < last_end: \n mem[key] = dp(i + 1, last_end)\n return mem[key]\n mem[key] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[key]\n\n score = dp(0, -1)\n return score\n\n# print(schedule_events(test_events))\n# print(schedule_events(test_events_2))\n""},""times"":{""0"":0.0,""1"":44.999,""2"":62.176,""3"":75.0,""4"":90.001,""5"":105.0,""6"":120.0,""7"":135.001,""8"":149.999,""9"":164.999,""10"":179.999,""11"":195.002,""12"":209.998,""13"":224.998,""14"":244.668,""15"":254.999,""16"":269.999,""17"":284.997,""18"":300.005,""19"":314.997,""20"":330.0,""21"":344.997,""22"":359.995,""23"":375.0,""24"":389.997,""25"":404.995,""26"":419.998,""27"":434.996,""28"":450.001,""29"":464.997,""30"":480.003,""31"":494.998,""32"":524.995,""33"":539.996,""34"":555.0,""35"":569.996,""36"":584.994,""37"":599.995,""38"":614.998,""39"":644.997,""40"":659.994,""41"":674.993,""42"":689.993,""43"":704.994,""44"":719.995,""45"":734.997,""46"":749.998,""47"":764.993,""48"":794.994,""49"":809.994,""50"":825.008,""51"":840.018,""52"":855.02,""53"":870.021,""54"":885.023,""55"":900.023,""56"":915.024,""57"":930.022,""58"":945.023,""59"":960.023,""60"":975.023,""61"":990.023,""62"":1005.027,""63"":1020.024,""64"":1035.023,""65"":1050.022,""66"":1065.022,""67"":1080.023,""68"":1095.027,""69"":1110.024,""70"":1125.023,""71"":1140.026,""72"":1155.022,""73"":1170.026,""74"":1185.024,""75"":1200.023,""76"":1215.022,""77"":1230.026,""78"":1245.021,""79"":1260.024,""80"":1275.023,""81"":1290.021,""82"":1305.022,""83"":1320.023,""84"":1335.026,""85"":1395.024,""86"":1425.021,""87"":1440.023,""88"":1455.026,""89"":1470.023,""90"":1485.023,""91"":1500.023,""92"":1515.024,""93"":1530.024,""94"":1545.023,""95"":1560.023,""96"":1575.027,""97"":1590.022,""98"":1605.026,""99"":1620.022,""100"":1635.028,""101"":1650.025,""102"":1665.021,""103"":1680.023,""104"":1725.025,""105"":1740.026,""106"":1755.025,""107"":1770.024,""108"":1785.022,""109"":1800.022,""110"":1815.023,""111"":1830.022,""112"":1845.024,""113"":1860.023,""114"":1875.023,""115"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""triple_sum_to_zero"",""17"":""triple_sum_to_zero"",""18"":""triple_sum_to_zero"",""19"":""triple_sum_to_zero"",""20"":""triple_sum_to_zero"",""21"":""triple_sum_to_zero"",""22"":""triple_sum_to_zero"",""23"":""triple_sum_to_zero"",""24"":""triple_sum_to_zero"",""25"":""triple_sum_to_zero"",""26"":""triple_sum_to_zero"",""27"":""triple_sum_to_zero"",""28"":""triple_sum_to_zero"",""29"":""triple_sum_to_zero"",""30"":""triple_sum_to_zero"",""31"":""table_transform_named"",""32"":""table_transform_named"",""33"":""table_transform_named"",""34"":""table_transform_named"",""35"":""table_transform_named"",""36"":""table_transform_named"",""37"":""table_transform_named"",""38"":""table_transform_named"",""39"":""table_transform_named"",""40"":""table_transform_named"",""41"":""table_transform_named"",""42"":""table_transform_named"",""43"":""table_transform_named"",""44"":""table_transform_named"",""45"":""table_transform_named"",""46"":""table_transform_named"",""47"":""tokenizer"",""48"":""tokenizer"",""49"":""tokenizer"",""50"":""tokenizer"",""51"":""tokenizer"",""52"":""tokenizer"",""53"":""tokenizer"",""54"":""tokenizer"",""55"":""tokenizer"",""56"":""tokenizer"",""57"":""tokenizer"",""58"":""tokenizer"",""59"":""tokenizer"",""60"":""tokenizer"",""61"":""tokenizer"",""62"":""tokenizer"",""63"":""encode_message"",""64"":""encode_message"",""65"":""encode_message"",""66"":""encode_message"",""67"":""encode_message"",""68"":""encode_message"",""69"":""encode_message"",""70"":""encode_message"",""71"":""encode_message"",""72"":""encode_message"",""73"":""t_test"",""74"":""t_test"",""75"":""t_test"",""76"":""t_test"",""77"":""t_test"",""78"":""t_test"",""79"":""t_test"",""80"":""t_test"",""81"":""t_test"",""82"":""t_test"",""83"":""event_scheduler"",""84"":""event_scheduler"",""85"":""event_scheduler"",""86"":""event_scheduler"",""87"":""event_scheduler"",""88"":""event_scheduler"",""89"":""event_scheduler"",""90"":""event_scheduler"",""91"":""event_scheduler"",""92"":""event_scheduler"",""93"":""event_scheduler"",""94"":""event_scheduler"",""95"":""event_scheduler"",""96"":""event_scheduler"",""97"":""event_scheduler"",""98"":""event_scheduler"",""99"":""event_scheduler"",""100"":""event_scheduler"",""101"":""event_scheduler"",""102"":""event_scheduler"",""103"":""event_scheduler"",""104"":""event_scheduler"",""105"":""event_scheduler"",""106"":""event_scheduler"",""107"":""event_scheduler"",""108"":""event_scheduler"",""109"":""event_scheduler"",""110"":""event_scheduler"",""111"":""event_scheduler"",""112"":""event_scheduler"",""113"":""event_scheduler"",""114"":""event_scheduler"",""115"":""event_scheduler""},""time_gaps"":{""0"":0.0,""1"":44.999,""2"":17.177,""3"":12.824,""4"":15.001,""5"":14.999,""6"":15.0,""7""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5.296, 2: 0.032, 3: 1.948, 4: 0.369, 6: 0.86, 7: 1.861, 8: 3.375, 10: 1.342, 12: 4.451, 14: 3.382, 20: 18.402, 21: 9.24, 23: 8.877, 25: 1.369, 26: 3.481, 30: 19.366, 31: 9.162, 36: 12.587, 37: 1.664, 40: 5.937, 41: 1.147, 42: 5.746, 43: 0.013, 44: 0.276, 45: 6.208, 47: 0.966, 48: 0.059, 49: 20.618, 54: 2.037, 56: 1.13, 57: 7.773, 58: 4.593, 59: 0.097, 61: 5.321, 62: 2.014, 65: 10.297, 66: 0.186, 67: 1.624, 68: 1.033, 69: 1.861, 71: 8.83, 72: 7.077, 74: 0.498, 76: 66.677, 77: 23.581, 79: 1.009, 81: 1.937, 83: 0.506, 84: 3.235, 85: 3.102, 87: 1.389, 89: 0.429, 90: 0.106, 91: 0.959, 93: 18.398, 94: 3.213, 95: 0.324, 96: 0.472, 98: 6.63, 99: 2.483, 100: 0.208}",8,4,0.5,0.058823529411764705,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 137.493, ""completed"": true, ""code"": ""def sum_product(numbers):\n prod = 1\n for i in numbers: prod *= i\n return (sum(numbers), prod)\n \nprint(sum_product([1,2,3,4]))"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 134.873, ""completed"": true, ""code"": ""def even_odd_count(num):\n if num==0: return (1, 0)\n tot=0\n odd=0\n if num < 0: num = -num\n while num > 0:\n odd += ((num % 10) % 2)\n tot += 1\n num //= 10\n return (tot-odd, odd)"", ""skipped"": false}, ""1"": {""name"": ""triple_sum_to_zero"", ""time_in_task"": 226.803, ""completed"": true, ""code"": ""def triples_sum_to_zero(l):\n if len(l) < 3: return False\n l = sorted(l)\n n = len(l)\n for i in range(n - 3):\n j = i + 1\n k = n - 1\n while j < k:\n tot = l[i] + l[j] + l[k]\n if tot == 0:\n return True\n elif tot < 0:\n j += 1\n else:\n k -= 1\n return False\nprint(triples_sum_to_zero([2,4,-5,]))"", ""skipped"": false}, ""2"": {""name"": ""table_transform_named"", ""time_in_task"": 269.65, ""completed"": true, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n new_df = pd.DataFrame(columns=['age', 'blue', 'brown', 'green', 'month', 'day', 'height'])\n new_df['month'] = pd.to_datetime(df['dates']).dt.month\n new_df['day'] = pd.to_datetime(df['dates']).dt.day\n new_df['height'] = df['height'].round(0).astype(int)\n new_df[['blue', 'brown', 'green']] = df['color'].str.get_dummies()\n new_df.iloc[df['age'] < 18, 0] = \""Under 18\""\n new_df.iloc[df['age'] >= 18, 0] = \""18-25\""\n return new_df\n \n \nprint(transform_df(df))\n"", ""skipped"": false}, ""3"": {""name"": ""tokenizer"", ""time_in_task"": 261.07, ""completed"": true, ""code"": ""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n from collections import defaultdict\n word_dict = defaultdict(int)\n for t in corpus:\n for token in self.tokenize(t):\n word_dict[token] += 1\n words = list(sorted(word_dict.items(), key=lambda x: x[1]))\n for i in range(self.max_vocab_size):\n word = words[i][0]\n curr_id = len(self.word_to_id)\n self.word_to_id[word] = curr_id\n self.id_to_word[curr_id] = word\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"", ""skipped"": false}, ""4"": {""name"": ""encode_message"", ""time_in_task"": 146.12, ""completed"": true, ""code"": ""def encode(message):\n vowels=['a', 'e', 'i', 'o', 'u']\n new_msg = \""\""\n for c in message:\n if c.lower() in vowels:\n c = chr(ord(c) + 2)\n c = c.upper() if c.islower() else c.lower()\n new_msg += c\n return new_msg\nprint(encode('test'))"", ""skipped"": false}, ""5"": {""name"": ""t_test"", ""time_in_task"": 155.128, ""completed"": true, ""code"": ""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n n1 = len(sample1)\n n2 = len(sample2)\n mean1 = sum(sample1) / n1\n mean2 = sum(sample2) / n2\n var1 = sum(map(lambda x: pow(x - mean1), sample1)) / (n1 - 2)\n var2 = sum(map(lambda x: pow(x - mean2), sample2)) / (n2 - 2)\n import math\n t_test = abs((mean1 - mean2) / math.sqrt(var1 / n1 + var2 / n2))\n return t_test\n"", ""skipped"": false}, ""6"": {""name"": ""event_scheduler"", ""time_in_task"": 0, ""completed"": true, ""code"": ""\ntest_events = [(1, 2, 10), (2,3,5), (1,3,14)]\ntest_events_2 = [(1,3,5), (1,2,3), (2,3,4)] \n\ndef schedule_events(events):\n '''\n events is a list of tuples of the form (start_time, end_time, score)\n '''\n score = 0\n # write your code here\n # sort by end time\n events = sorted(events, key=lambda x: x[1]) \n n = len(events)\n\n mem = dict()\n\n def dp(i, last_end):\n if i >= n: return 0\n key = (i, last_end)\n if key in mem: return mem[key]\n if events[i][0] < last_end: \n mem[key] = dp(i + 1, last_end)\n return mem[key]\n mem[key] = max(dp(i + 1, last_end), events[i][2] + dp(i + 1, events[i][1]))\n return mem[key]\n\n score = dp(0, -1)\n return score\n\n# print(schedule_events(test_events))\n# print(schedule_events(test_events_2))\n"", ""skipped"": false}}",0 to 2 years professional programming experience,Advanced – I can design and implement a complex system architecture,Rarely (once a month),gpt35,GPT-3.5,2 -Neutral,0,2,0 days 00:45:31,autocomplete_gpt35,autocomplete,4,6,1,"[285.445, 129.916, 261.778, 695.218]",343.08925,2106.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n "",""2"":""import numpy as np\ndef sum_product(numbers):\n \n numbers = np.array(numbers)\n return int(numbers.prod(axis=0).sum())"",""3"":""import numpy as np\ndef sum_product(numbers):\n number_arr = np.array(numbers)\n "",""4"":""import numpy as np\ndef sum_product(numbers):\n number_arr = np.array(numbers)\n \n return [number_arr.sum()*number_arr.prod()"",""5"":""import numpy as np\ndef sum_product(numbers):\n number_arr = np.array(numbers)\n \n return [number_arr.sum(),number_arr.prod()]\n\nprint(sum_product([5,6,-1]))\n"",""6"":""import numpy as np\ndef sum_product(numbers):\n number_arr = np.array(numbers)\n \n return [number_arr.sum(),number_arr.prod()]"",""7"":""import numpy as np\ndef sum_product(numbers):\n if len(numbers)==0:\n return ()\n number_arr = np.array(numbers)\n \n return [number_arr.sum(),number_arr.prod()]"",""8"":""import numpy as np\ndef sum_product(numbers):\n '''\n if len(numbers)==0:\n return (0,1)\n number_arr = np.array(numbers)\n \n return tuple(number_arr.sum(),number_arr.prod())"",""9"":""import numpy as np\ndef sum_product(numbers):\n if len(numbers)==0:\n return (0,1)\n\n number_arr = np.array(numbers)\n \n return tuple(number_arr.sum(),number_arr.prod())"",""10"":""import numpy as np\ndef sum_product(numbers):\n if len(numbers)==0:\n return (0,1)\n number_arr = np.array(numbers)\n \n return tuple(number_arr.sum(),number_arr.prod())"",""11"":""import numpy as np\ndef sum_product(numbers):\n if len(numbers)==0:\n return (0,1)\n number_arr = np.array(numbers)\n \n return tuple([number_arr.sum(),number_arr.prod()])"",""12"":""def even_odd_count(num):\n \""\""\"" \n Function to count number of even and odd digits\n in a given integer number\n\n Parameters: num(int)\n\n Returns: Tuple(int, int)\n\n Post: returned tuple contains the count of\n even, odd digits respectively\n\n Usage: even_odd"",""13"":""def even_odd_count(num):\n \n even= 0\n odd= 0\n for i in num:\n if i % 2 == 0:\n even= even + 1\n else:\n odd= odd+ "",""14"":""def even_odd_count(num):\n even= 0\n odd= 0\n for i in num:\n if i % 2 == 0:\n even= even + 1\n else:\n odd= odd+ "",""15"":""def even_odd_count(num):\n even= 0\n odd= 0\n num_string = str(num)\n for i in num:\n if i % 2 == 0:\n even= even + 1\n else:\n odd= odd+ "",""16"":""def even_odd_count(num):\n even= 0\n odd= 0\n num_string = str(num)\n for i in num:\n if int(i) % 2 == 0:\n even= even + 1\n else:\n odd= odd+ \n return tupel"",""17"":""def even_odd_count(num):\n even= 0\n odd= 0\n num_string = str(num)\n for i in num:\n if int(i) % 2 == 0:\n even= even + 1\n else:\n odd= odd+ \n return tuple([even,odd])"",""18"":""def even_odd_count(num):\n even= 0\n odd= 0\n num_string = str(num)\n for i in num:\n if int(i) % 2 == 0:\n even= even + 1\n else:\n odd= odd + 1\n return tuple([even,odd])"",""19"":""def even_odd_count(num):\n even= 0\n odd= 0\n num_string = str(num)\n for i in num_string:\n if \n if int(i) % 2 == 0:\n even= even + 1\n else:\n odd= odd + 1\n return tuple([even,odd])"",""20"":""def triples_sum_to_zero(l):\n return None"",""21"":""def triples_sum_to_zero(l):\n \n l = [l[i] for i in range(len(l)) if sum(l[i]) == 0]\n \n return l"",""22"":""def triples_sum_to_zero(l):\n for i in range(len(l)):\n for j in range(i + 1, len(l)):\n for k in range(j + 1, len(l)):\n if (l[i] + l[j] + l[k] == 0):\n return True\n return False\n\ntriples"",""23"":""def triples_sum_to_zero(l):\n for i in range(len(l)):\n for j in range(i + 1, len(l)):\n for k in range(j + 1, len(l)):\n if (l[i] + l[j] + l[k] == 0):\n return True\n return False\n"",""24"":""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n for i in range(len(l)):\n for j in range(i + 1, len(l)):\n for k in range(j + 1, len(l)):\n if (l[i] + l[j] + l[k] == 0):\n return True\n return False\n"",""25"":""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n "",""26"":""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n for i in"",""27"":""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n for i in range(l-2):\n for"",""28"":""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n for i in range(l-2):\n for j in range(i+1,l-1):\n "",""29"":""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n for i in range(l-2):\n for j in range(i+1,l-1):\n for k in range(j+1,l):\n if l[i]+"",""30"":""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n for i in range(l-2):\n for j in range(i+1,l-1):\n for k in range(j+1,l):\n if l[i]+l[j]+l[k]==0:\n return True\n return False"",""31"":""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n for i in range(len(l)-2):\n for j in range(i+1,len(l)-1):\n for k in range(j+1,len(l):\n if l[i]+l[j]+l[k]==0:\n return True\n return False"",""32"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""33"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n df['dates'] = pd.to_datetime(df['dates'], infer_datetime_format=True)\n df['age'] = df['age'].astype(float)\n \n df_to_group = (df\n .assign(duration=df.groupby(\n ['color'])\n .dates\n .transform(lambda x:\n\nprint(transform_df(df))\n"",""34"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n\nprint(transform_df(df))\n"",""35"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n\n df.sort_values(by=['age', 'color'], inplace=True)\n \n df['dates'] = pd.to_datetime(df['dates'])\n df.loc[~df['color'].isin(['blue', 'green']), 'color'] = 'yellow'\n \n x_min\n\nprint(transform_df(df))\n"",""36"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n\nprint(transform_df(df))\n"",""37"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n return True\n \n\n#print(transform_df(df))\nprint(df[''])"",""38"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n return True\n \n\n#print(transform_df(df))\nprint(df['age'])"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n # Convert to meters \n df['height'] = df['height'] \/ 3.28084\n \n # Format dates appropriately\n df['dates'] = pd.to_datetime(df['dates'])\n \n # Fill in missing values\n df['color'] = df['color'].fillna('red')\n \n\n return True\n \n\n#print(transform_df(df))\nprint(df['age'])"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df[]\n return True\n \n\n#print(transform_df(df))\nprint(df['age'])"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = int(df['heigth'])\n return df\n \n\n#print(transform_df(df))\nprint(df['age'])"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = int(df['height']*2.54)\n df['age'] = int(df['age'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['height'] = int(df['height'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""44"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n # change age column to age grouping \n df['age'] = df['age'].apply(age_grouper)\n \n # convert date to day of week\n df_exploded_dates = pd.to_datetime(df['dates'],format='%Y-%m-%d',errors='coerce\n df['height'] = int(df['height'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""45"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n df[\""age\""] = df[\""age\""].apply(lambda x: x-1)\n df['color']=df['color'].replace(to_replace='green', value='violet')\n\n #tried sorting dates\n\n #df['dates'].apply(lambda dates: pd.datetime.strptime(dates, '%Y-%m-%d'))\n\n # didn't give a root problem cause the columns were unable to be sorted in numbers, I got '''ValueError: time data '2019-03-01' does not match format '%Y-%m-%d' '''\n \n #maxi = df['dates'].max\n \n df['height'] = int(df['height'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""46"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n #initial replacement of color\n df['color'] = df['color'].replace(to_replace='brown', value='orange')\n \n #Replace in height column the value of 4.79977 to 5.79977\n df['height'] = df['height'].replace\n df[\""age\""] = df[\""age\""].apply(lambda x: x-1)\n df['color']=df['color'].replace(to_replace='green', value='violet')\n\n #tried sorting dates\n\n #df['dates'].apply(lambda dates: pd.datetime\n \n df['height'] = int(df['height'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""47"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n #sorting the data\n \n df['dates']=pd.to_datetime(df.dates, errors='coerce\n #initial replacement of color\n df['color'] = df['color'].replace(to_replace='brown', value='orange')\n \n #Replace in height column the value of 4.79977 to 5.79977\n df['height'] = df['height'].replace\n df[\""age\""] = df[\""age\""].apply(lambda x: x-1)\n df['color']=df['color'].replace(to_replace='green', value='violet')\n\n #tried sorting dates\n\n #df['dates'].apply(lambda dates: pd.datetime\n \n df['height'] = int(df['height'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""48"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n #sorting the data\n \n df['dates']=pd.to_datetime()\n #initial replacement of color\n #df['color'] = df['color'].replace(to_replace='brown', value='orange')\n \n #Replace in height column the value of 4.79977 to 5.79977\n #df['height'] = df['height'].replace\n df[\""age\""] = df[\""age\""].apply(lambda x: x-1)\n df['color']=df['color'].replace(to_replace='green', value='violet')\n\n #tried sorting dates\n\n #df['dates'].apply(lambda dates: pd.datetime\n \n df['height'] = int(df['height'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""49"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n #sorting the data\n \n df['dates']=pd.to_datetime(df['dates'])\n df = df.sort_values('dates', ascending=[False])\n\n #Changing brown into orange\n df['color'] = df['color'].str.replace('brown', 'orange')\n return df\n\nprint(transform_df(df))\n\n# Verifying that the dataset is unmodified\nprint(df)\n\n\n##DANS TRY\n\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\n)\n #initial replacement of color\n #df['color'] = df['color'].replace(to_replace='brown', value='orange')\n \n #Replace in height column the value of 4.79977 to 5.79977\n #df['height'] = df['height'].replace\n #df[\""age\""] = df[\""age\""].apply(lambda x: x-1)\n #df['color']=df['color'].replace(to_replace='green', value='violet')\n\n #tried sorting dates\n\n #df['dates'].apply(lambda dates: pd.datetime\n \n #df['height'] = int(df['height'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""50"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n #sorting the data\n \n df['dates']=pd.to_datetime(df['dates'])\n #initial replacement of color\n #df['color'] = df['color'].replace(to_replace='brown', value='orange')\n \n #Replace in height column the value of 4.79977 to 5.79977\n #df['height'] = df['height'].replace\n #df[\""age\""] = df[\""age\""].apply(lambda x: x-1)\n #df['color']=df['color'].replace(to_replace='green', value='violet')\n\n #tried sorting dates\n\n #df['dates'].apply(lambda dates: pd.datetime\n \n #df['height'] = int(df['height'])\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""51"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n # Age\n df['age'] = df['age'].apply(lambda x:int(float(x)**2))\n\n # Color\n d = {'blue':0, 'green':1, 'brown':2}\n df['color'] = df['color'].apply(lambda x:d[x])\n\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"",""52"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""53"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""54"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n \n return # format {word : id, and id : word}\n\n def _add_word_to_vocabulary(self, word):\n # do not change\n # Add word to vocabulary while maintaining its ID\n assert len(self.word_to_id) == len(self.id_to_word), 'Vocabulary is inconsistent!'\n\n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""55"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""56"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n print(corpus)\n\n vowpal_format_begin = \""\""\n vowpal_format_end = \""<\/vowpal format>\""\n\n # Do two things: \n # 1. Collect distinct words and store into a list \n # 2. Create a mapping between the words and unique\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""57"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n for one\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""58"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""59"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word not in word_to_id so we don't repeat values in the dict\n self.word_to_id[word] = len(self.word_to_id) # assign the word a unique ID based on the size of word_to_id as it's being made\n\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""60"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n \n \""\""\""\n First build vocabulary ignoring the constraint on max vocabulary size. Then if size of vocabulary exceeds max vocabulary size, remove words for less frequency\n \""\""\""\n counter = Counter()\n \n for one_segment in corpus: # go through each sentence\n words = self.tokenize(one\n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""61"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n \n # This method must populate the Vocablulary, i.e. word_to_id and id_to_word\n \n # HINT: \n # self.tokenize(cor\n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""62"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = [\n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""63"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = \n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""64"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list\n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""65"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(\n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""66"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n w\n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""67"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n words_freq[word_index] +=1\n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""68"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n words_freq[word_index] +=1\n \n sorted_word_ids = [i[0] for i in sorted(enumerate(words_freq), key=lambda item: item[1], reverse=True)[: self.max_vocab_size]]\n \n for word_id, word in enumerate(words_list):\n \n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""69"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n words_freq[word_index] +=1\n \n sorted_word_ids = [i[0] for i in sorted(enumerate(words_freq), key=lambda item: item[1], reverse=True)[: self.max_vocab_size]]\n \n for word_id, word in enumerate(words_list):\n if word_id in sorted_word_ids:\n self.word_to_id[word] = word_id\n self.id_to_word[word_id] = word\n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""70"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n words_freq[word_index] +=1\n \n sorted_word_ids = [i[0] for i in sorted(enumerate(words_freq), key=lambda item: item[1], reverse=True)[: self.max_vocab_size]]\n for word_id in \n \n \n for word_id, word in enumerate(words_list):\n \n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""71"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n words_freq[word_index] +=1\n \n sorted_word_ids = [i[0] for i in sorted(enumerate(words_freq), key=lambda item: item[1], reverse=True)[: self.max_vocab_size]]\n for word_id in sorted_word_ids:\n self.word_to_id[]\n \n \n for word_id, word in enumerate(words_list):\n \n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""72"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n words_freq[word_index] +=1\n \n sorted_word_ids = [i[0] for i in sorted(enumerate(words_freq), key=lambda item: item[1], reverse=True)[: self.max_vocab_size]]\n for word_id in sorted_word_ids:\n self.word_to_id[words_list[word_id]] = word_id\n self.id_to_\n \n \n for word_id, word in enumerate(words_list):\n \n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""73"":""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n words_freq[word_index] +=1\n \n sorted_word_ids = [i[0] for i in sorted(enumerate(words_freq), key=lambda item: item[1], reverse=True)[: self.max_vocab_size]]\n for word_id in sorted_word_ids:\n self.word_to_id[words_list[word_id]] = word_id\n self.id_to_word[word_id] = words_list[word_id]\n \n \n for word_id, word in enumerate(words_list):\n \n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"",""74"":""def encode(message):"",""75"":""def encode(message):\n result, lastCode, count = [], message[0], 0\n for code in message:\n if code != lastCode:\n result.append((lastCode, count))\n lastCode, count = code, 1\n else:\n count += 1\n result.append"",""76"":""def encode(message):"",""77"":""def encode(message):\n fo"",""78"":""def encode(message):\n for one_letter in message:\n my_encoding = my_encoding + one_letter + \"" \""\n return my_encoding\n \ndef decode(my_encoding):\n decoded_message = \""\""\n if \"" \"" not in my_encoding:\n for one_letter in my_encoding:\n decoded_message = decoded_message + one_letter\n else:\n for one"",""79"":""def encode(message):\n for one_letter in message:\n "",""80"":""def encode(message):\n vowel_trans = {\""a\"":\""\n for one_letter in message:\n {}"",""81"":""def encode(message):\n vowel_trans = {\""a\"":\""\n for one_letter in message:\n {}""},""times"":{""0"":0.0,""1"":120.002,""2"":135.004,""3"":149.992,""4"":164.993,""5"":180.0,""6"":195.004,""7"":210.001,""8"":224.993,""9"":240.002,""10"":264.084,""11"":269.995,""12"":285.002,""13"":300.004,""14"":314.997,""15"":329.993,""16"":345.003,""17"":359.999,""18"":374.988,""19"":389.996,""20"":404.997,""21"":449.997,""22"":464.984,""23"":524.987,""24"":539.996,""25"":554.995,""26"":569.997,""27"":584.989,""28"":599.997,""29"":614.996,""30"":629.988,""31"":659.995,""32"":674.998,""33"":734.998,""34"":764.998,""35"":809.996,""36"":839.99,""37"":854.999,""38"":869.997,""39"":884.999,""40"":899.987,""41"":914.989,""42"":929.988,""43"":944.999,""44"":974.999,""45"":989.991,""46"":1005.0,""47"":1019.995,""48"":1064.987,""49"":1079.995,""50"":1094.991,""51"":1200.0,""52"":1274.999,""53"":1379.998,""54"":1394.99,""55"":1425.001,""56"":1454.998,""57"":1500.002,""58"":1515.002,""59"":1575.002,""60"":1650.002,""61"":1664.995,""62"":1770.002,""63"":1785.003,""64"":1800.003,""65"":1814.991,""66"":1829.995,""67"":1845.003,""68"":1859.999,""69"":1875.003,""70"":1904.995,""71"":1919.992,""72"":1934.991,""73"":1950.004,""74"":1965.002,""75"":1980.003,""76"":1995.004,""77"":2039.993,""78"":2055.004,""79"":2070.004,""80"":2085.019,""81"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""sum_product"",""9"":""sum_product"",""10"":""sum_product"",""11"":""sum_product"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""triple_sum_to_zero"",""21"":""triple_sum_to_zero"",""22"":""triple_sum_to_zero"",""23"":""triple_sum_to_zero"",""24"":""triple_sum_to_zero"",""25"":""triple_sum_to_zero"",""26"":""triple_sum_to_zero"",""27"":""triple_sum_to_zero"",""28"":""triple_sum_to_zero"",""29"":""triple_sum_to_zero"",""30"":""triple_sum_to_zero"",""31"":""triple_sum_to_zero"",""32"":""table_transform_named"",""33"":""table_transform_named"",""34"":""table_transform_named"",""35"":""table_transform_named"",""36"":""table_transform_named"",""37"":""table_transform_named"",""38"":""table_transform_named"",""39"":""table_transform_named"",""40"":""table_transform_named"",""41"":""table_transform_named"",""42"":""table_transform_named"",""43"":""table_transform_named"",""44"":""table_transform_named"",""45"":""table_transform_named"",""46"":""table_transform_named"",""47"":""table_transform_named"",""48"":""table_transform_named"",""49"":""table_transform_named"",""50"":""table_transform_named"",""51"":""table_transform_named"",""52"":""tokenizer"",""53"":""tokenizer"",""54"":""tokenizer"",""55"":""tokenizer"",""56"":""tokenizer"",""57"":""tokenizer"",""58"":""tokenizer"",""59"":""tokenizer"",""60"":""tokenizer"",""61"":""tokenizer"",""62"":""tokenizer"",""63"":""tokenizer"",""64"":""tokenizer"",""65"":""tokenizer"",""66"":""tokenizer"",""67"":""tokenizer"",""68"":""tokenizer"",""69"":""tokenizer"",""70"":""tokenizer"",""71"":""tokenizer"",""72"":""tokenizer"",""73"":""tokenizer"",""74"":""encode_message"",""75"":""encode_message"",""76"":""encode_message"",""77"":""encode_message"",""78"":""encode_message"",""79"":""encode_message"",""80"":""encode_message"",""81"":""encode_message""},""time_gaps"":{""0"":0.0,""1"":120.002,""2"":15.002,""3"":14.988,""4"":15.001,""5"":15.007,""6"":15.004,""7"":14.997,""8"":14.992,""9"":15.009,""10"":24.082,""11"":5.911,""12"":15.007,""13"":15.002,""14"":14.993,""15"":14.996,""16"":15.01,""17"":14.996,""18"":14.989,""19"":15.008,""20"":15.001,""21"":45.0,""22"":14.987,""23"":60.003,""24"":15.009,""25"":14.999,""26"":15.002,""27"":14.992,""28"":15.008,""29"":14.999,""30"":14.992,""31"":30.007,""32"":15.003,""33"":60.0,""34"":30.0,""35"":44.998,""36"":29.994,""37"":15.009,""38"":14.998,""39"":15.002,""40"":14.988,""41"":15.002,""42"":14.999,""43"":15.011,""44"":30.0,""45"":14.992,""46"":15.009,""47"":14.995,""48"":44.992,""49"":15.008,""50"":14.996,""51"":105.009,""52"":74.999,""53"":104.999,""54"":14.992,""55"":30.011,""56"":29.997,""57"":45.004,""58"":15.0,""59"":60.0,""60"":75.0,""61"":14.993,""62"":105.007,""63"":15.001,""64"":15.0,""65"":14.988,""66"":15.004,""67"":15.008,""68"":14.996,""69"":15.004,""70"":29.992,""71"":14.997,""72"":14.999,""73"":15.013,""74"":14.998,""75"":15.001,""76"":15.001,""77"":44.989,""78"":15.011,""79"":15.0,""80"":15.015,""81"":14.981}}",2,5,10,5,10,2,170,9,56,0.16071428571428573,"{2: 10.462, 3: 0.02, 4: 5.946, 5: 2.694, 6: 7.954, 7: 0.527, 8: 0.813, 9: 16.179, 10: 11.663, 14: 1.212, 15: 0.401, 16: 1.651, 17: 0.992, 18: 1.385, 19: 32.944, 20: 16.461, 21: 63.36, 23: 0.085, 24: 4.824, 25: 4.571, 26: 1.593, 27: 58.039, 28: 27.506, 29: 6.591, 30: 34.611, 31: 0.235, 32: 17.276, 33: 0.102, 34: 8.897, 35: 2.534, 36: 14.914, 37: 1.803, 38: 4.354, 39: 5.088, 40: 1.36, 41: 1.014, 42: 1.179, 43: 2.701, 44: 1.633, 45: 3.578, 46: 0.951, 47: 1.072, 48: 1.371, 49: 1.633, 50: 0.194, 51: 0.717, 52: 8.054, 53: 32.557, 54: 2.12, 55: 107.764, 56: 41.674, 57: 3.885, 58: 44.052, 59: 56.749, 60: 72.829, 61: 8.834, 62: 97.588, 63: 0.012, 64: 10.787, 65: 12.732, 66: 28.788, 67: 0.261, 70: 0.151, 71: 2.5, 72: 22.432, 73: 13.542}",16,5,0.3125,0.1,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 285.446, ""completed"": true, ""code"": ""import numpy as np\ndef sum_product(numbers):\n if len(numbers)==0:\n return (0,1)\n number_arr = np.array(numbers)\n \n return tuple([number_arr.sum(),number_arr.prod()])"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 129.917, ""completed"": true, ""code"": ""def even_odd_count(num):\n even= 0\n odd= 0\n num_string = str(num)\n for i in num_string:\n if \n if int(i) % 2 == 0:\n even= even + 1\n else:\n odd= odd + 1\n return tuple([even,odd])"", ""skipped"": false}, ""1"": {""name"": ""triple_sum_to_zero"", ""time_in_task"": 261.78, ""completed"": true, ""code"": ""def triples_sum_to_zero(l):\n if len(l)<2:\n return False\n for i in range(len(l)-2):\n for j in range(i+1,len(l)-1):\n for k in range(j+1,len(l):\n if l[i]+l[j]+l[k]==0:\n return True\n return False"", ""skipped"": false}, ""2"": {""name"": ""table_transform_named"", ""time_in_task"": 604.42, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n # Age\n df['age'] = df['age'].apply(lambda x:int(float(x)**2))\n\n # Color\n d = {'blue':0, 'green':1, 'brown':2}\n df['color'] = df['color'].apply(lambda x:d[x])\n\n return df\n \n\nprint(transform_df(df))\n#print(df['age'])"", ""skipped"": true}, ""3"": {""name"": ""tokenizer"", ""time_in_task"": 695.219, ""completed"": true, ""code"": ""\nclass Tokenizer:\n def __init__(self, max_vocab_size=200):\n self.max_vocab_size = max_vocab_size\n self.word_to_id = {}\n self.id_to_word = {}\n\n def tokenize(self, text):\n # do not change\n # Split text into words by spaces\n return text.lower().split()\n\n def build_vocabulary(self, corpus):\n '''\n corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n '''\n # WRITE CODE HERE\n words_list = []\n words_freq = []\n for one_string in corpus:\n words = self.tokenize(one_string)\n for word in words:\n if word not in words_list:\n words_list.append(word)\n words_freq.append(1)\n else:\n word_index = words_list.index(word)\n words_freq[word_index] +=1\n \n sorted_word_ids = [i[0] for i in sorted(enumerate(words_freq), key=lambda item: item[1], reverse=True)[: self.max_vocab_size]]\n for word_id in sorted_word_ids:\n self.word_to_id[words_list[word_id]] = word_id\n self.id_to_word[word_id] = words_list[word_id]\n \n \n for word_id, word in enumerate(words_list):\n \n \n for one_string in corpus: # go through each sentence\n words = self.tokenize(one_string) # obtain a list of words in this sentence\n for word in words: # go through each word \n if word not in self.word_to_id: # check if word\n \n return \n \n def get_word_id(self, word):\n # do not change\n # Retrieve the ID of a word, return None if the word is not in the vocabulary\n return self.word_to_id.get(word)\n\n def get_word_by_id(self, word_id):\n # do not change\n # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n return self.id_to_word.get(word_id)\n"", ""skipped"": false}, ""4"": {""name"": ""encode_message"", ""time_in_task"": 0, ""completed"": false, ""code"": ""def encode(message):\n vowel_trans = {\""a\"":\""\n for one_letter in message:\n {}"", ""skipped"": false}}",3 to 5 years professional programming experience,Intermediate – I can design and implement whole programs,Sometimes (once a week),gpt35,GPT-3.5,3 -Agree,1,2,0 days 00:37:20,autocomplete_gpt35,autocomplete,4,6,1,"[115.316, 226.867, 639.899, 208.59]",297.668,2126.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n product"",""2"":""def sum_product(numbers):\n product, su = 1, 0\n "",""3"":""def sum_product(numbers):\n product, su = 1, 0\n for num in numbers:\n product *"",""4"":""def sum_product(numbers):\n product, su = 1, 0\n for num in numbers:\n product *= num\n su += num\n return "",""5"":""def sum_product(numbers):\n product, su = 1, 0\n for num in numbers:\n product *= num\n su += num\n return (su, prod)"",""6"":""def even_odd_count(num):\n number = num\n even = 0\n odd = 0\n while(number > 0):\n rem = number % 10\n if(rem % 2 == 0):\n even = even"",""7"":""def even_odd_count(num):\n nodd, neven = 0, 0\n \n while num > 0:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = num \/\/ 10\n \n return ne"",""8"":""def even_odd_count(num):\n nodd, neven = 0, 0\n while num > 10:\n d"",""9"":""def even_odd_count(num):\n nodd, neven = 0, 0\n while num > 10:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = num\/\/10\n # the last digit\n if num % 2 == 0:\n neven += 1\n else:\n nodd += 1\n return nodd, neven\n\n# test\nn, e = even_odd_count(123456789)\nprint(n, e)"",""10"":""def even_odd_count(num):\n nodd, neven = 0, 0\n while num > 10:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = (\n # the last digit\n if num % 2 == 0:\n neven += 1\n else:\n nodd += 1\n return nodd, neven\n\n# test\nn, e = even_odd_count(123456789)\nprint(n, e)"",""11"":""def even_odd_count(num):\n nodd, neven = 0, 0\n while num > 10:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = int(num\/10)\n # the last digit\n if num % 2 == 0:\n neven += 1\n else:\n nodd += 1\n return nodd, neven\n\n# test\nn, e = even_odd_count(123456789)\nprint(n, e)"",""12"":""def even_odd_count(num):\n nodd, neven = 0, 0\n while num != 0:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = int(num\/10)\n # the last digit\n if num % 2 == 0:\n neven += 1\n else:\n nodd += 1\n return nodd, neven\n\n# test\nn, e = even_odd_count(123456789)\nprint(n, e)"",""13"":""def even_odd_count(num):\n nodd, neven = 0, 0\n while num != 0:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = int(num\/10)\n return nodd, neven\n\n# test\nn, e = even_odd_count(123456789)\nprint(n, e)"",""14"":""def even_odd_count(num):\n nodd, neven = 0, 0\n while num != 0:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = int(num\/10)\n return nodd, neven\n"",""15"":""def even_odd_count(num):\n nodd, neven = 0, 0\n while num != 0:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = int(num\/10)\n return neven, nodd\n"",""16"":""def even_odd_count(num):\n nodd, neven = 0, 0\n if \n while num != 0:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = int(num\/10)\n return neven, nodd\n"",""17"":""def is_bored(S):"",""18"":""def is_bored(S): \n if S == 'bored': \n print(\""So let's get busy\"")\n else: \n print(\""Not bored yet, keep going!\"")"",""19"":""def is_bored(S):\n "",""20"":""def is_bored(S):\n \n sc = \"" \""\n \n text = S\n \n if sc in S:\n isBored = True\n else:\n isBored = False\n \n return isBored\n \n \nprint(is_bored(\""I am bored\"")) #false\nprint(is_bored(\""I am tired.\"")) #true"",""21"":""def is_bored(S):\n sents = S.split(\"""",""22"":""def is_bored(S):\n sents = S.split(\"" \"", \""?\"", \""!\"")\n print("",""23"":""def is_bored(S):\n sents = S.split(\"" \"", \""?\"", \""!\"")\n print(sents)"",""24"":""def is_bored(S):\n sents = S.split(\"" \"")\n print(sents)"",""25"":""def is_bored(S):\n sents = S.split(\"".\"")\n\n for i in range(len(sents)):\n if sents[i][0] != sents[i][len(sents[i]) - 1]:\n return False\n\n return True\n\nif __name__ == \""__main__\"":\n sentence = \""this is not a circle\""\n sents = is_bored(sentence)\n print(sents)\n\n sentence = \""computer car\""\n sents = is_bored(sentence)\n print(sents)"",""26"":""def is_bored(S):\n sents = S.split(\"".\"")"",""27"":""def is_bored(S):\n sents = S.split(\"".\"")\n print(sents)\n if '?' in sents[-1]:\n return \""Not bored\""\n else:\n return \""Bored\"""",""28"":""def is_bored(S):\n sents = S.split(\"".\"")\n print(sents)\n bored = 0\n for se"",""29"":""def is_bored(S):\n sents = S.split(\"".\"")\n print(sents)\n bored = 0\n for sent in sents:\n if sent[0] == 'I':\n bored"",""30"":""def is_bored(S):\n sents = S.split(\"".\"")\n print(sents)\n bored = 0\n for sent in sents:\n if sent[0] == 'I':\n bored += 1\n return bored"",""31"":""def is_bored(S):\n sents = S.split(\"".\"")\n print(sents)\n bored = 0\n for sent in sents:\n if sent sent[0] == 'I':\n bored += 1\n return bored"",""32"":""def is_bored(S):\n sents = S.split(\"".\"")\n print(sents)\n bored = 0\n for sent in sents:\n if sent != \""\"" and sent[0] == 'I':\n bored += 1\n return bored"",""33"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n \n for word in S.split(\"" \""):\n if word == \""bored\"":\n bored += 1\n\n return bored"",""34"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\\\n for letter in sents"",""35"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in sents"",""36"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in range(2, len(S)):\n "",""37"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in range(2, len(S)):\n if letter == 'I' and (l1"",""38"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?'"",""39"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?' or l1 == '!') nad"",""40"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?' or l1 == '!') and l2 == ' ':\n bored += 1\n "",""41"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?' or l1 == '!') and l2 == ' ':\n bored += 1\n l1 = l2\n l2 = letter\n return bored"",""42"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?' or l1 == '!') and l2 == ' ':\n bored += 1\n l1 = l2\n l2 = letter\n print(bored\n return bored"",""43"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?' or l1 == '!') and l2 == ' ':\n bored += 1\n l1 = l2\n l2 = letter\n print(bored)\n return bored"",""44"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n if l1 == 'I'\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?' or l1 == '!') and l2 == ' ':\n bored += 1\n l1 = l2\n l2 = letter\n print(bored)\n return bored"",""45"":""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n if l1 == 'I':\n bored += 1\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?' or l1 == '!') and l2 == ' ':\n bored += 1\n l1 = l2\n l2 = letter\n print(bored)\n return bored"",""46"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n\n @staticmethod\n def _validate_password(password):\n # DO NOT CHANGE\n #Checks for valid password\n if len(password) <"",""47"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesr\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""48"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n re\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""49"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""50"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[uesrname] = hashed_password\n return True\n\n def get_all_users(self):\n # DO NOT CHANGE\n \n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""51"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""52"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""53"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def check_user_exists(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return True\n else:\n return False\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""54"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""55"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_cren\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""56"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""57"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return \n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""58"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""59"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.a\n return\n"",""60"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] = self._hash_password(new_password)\n return True\n return False\n\n def reset_password(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n new_password = self._generate_random_password()\n self.user_credentials[username] = self._hash_password(new_password)\n return new_password\n return None\n\n def _\n return\n"",""61"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] = self._hash_password(new_password)\n return True\n return False\n\n def reset_password(self, username):\n # WRITE CODE HERE\n return\n"",""62"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authe\n return\n"",""63"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(us\n return\n"",""64"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, password):\n self.user_credentials[use\n return\n"",""65"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, password):\n self.user_credentials[username] == self._hash_password(pas\n return\n"",""66"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, password):\n self.user_credentials[username] == self._hash_password(password)\n return True\n return False\n"",""67"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1] # returns a reversed string as the \""hashed\"" password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, password):\n self.user_credentials[username] == self._hash_password(password)\n return True\n return False\n"",""68"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if uesrname in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, password):\n self.user_credentials[username] == self._hash_password(password)\n return True\n return False\n"",""69"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_crendentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, password):\n self.user_credentials[username] == self._hash_password(password)\n return True\n return False\n"",""70"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, password):\n self.user_credentials[username] == self._hash_password(password)\n return True\n return False\n"",""71"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] == self._hash_password(new_password)\n return True\n return False\n"",""72"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n \n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] == self._hash_password(new_password)\n return True\n return False\n"",""73"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n print(self.user_credentials)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] == self._hash_password(new_password)\n return True\n return False\n"",""74"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n print(self.user_credentials)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n print(\""Authenticated\"")\n self.remove_user(username)\n self.add_user(username, new_password) #or password\n self.user_credentials[username] == self._hash_password(new_password)\n return True\n return False\n"",""75"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n print(self.user_credentials)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n print(\""authenticated\"")\n self.user_credentials[username] == self._hash_password(new_password)\n return True\n return False\n"",""76"":""def is_multiply_prime(a):\n res = False\n if is_prime(a):\n temp = a\n res = True\n a"",""77"":""def is_multiply_prime(a):\n primes = [2,"",""78"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n "",""79"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n count = 0\n while a"",""80"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n count = 0\n while a > 0:\n for prime in primes:\n if "",""81"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n count = 0\n while a > 0:\n for prime in primes:\n if a % prime == 0:\n count += 1\n "",""82"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n count = 0\n while a > 0:\n for prime in primes:\n if a % prime == 0:\n count += 1\n a = a \/ prime\n break\n if count > 1:\n break\n if count == 1:\n return True\n else:\n return False"",""83"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n count = 0\n while a > 0:\n for prime in primes:\n if a % prime == 0:\n count += 1\n a = a \/ prime\n "",""84"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n count = 0\n while a > 1:\n for prime in primes:\n if a % prime == 0:\n count += 1\n a = a \/ prime\n brea\n "",""85"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n count = 0\n while a > 1:\n for prime in primes:\n if a % prime == 0:\n count += 1\n a = a \/ prime\n break\n if count == 3: return True\n retu\n "",""86"":""def count_nums(arr):\n # code here\n pass\n"",""87"":""def count_nums(arr):\n coun"",""88"":""def count_nums(arr):\n count = 0\n for num in arr:\n if num % 2 == 0:\n count += 1\n return count\n\n# example input\nnums = [1, 2, 3, 4, 5, 6, 7]\nprint(count_nums(nums))\n# output: 3"",""89"":""def count_nums(arr):\n count = 0\n for num in arr:\n su = 0\n while num != 0:\n digit = "",""90"":""def count_nums(arr):\n count = 0\n for num in arr:\n su = 0\n while num != 0:\n digit = num % 10\n su += digit\n num \/\/= 10\n if su % 4 == 0:\n count += 1\n return count\n\nprint(count_nums([14, 26, 24, 16, 18])) # output: 4 "",""91"":""def count_nums(arr):\n count = 0\n for num in arr:\n su = 0\n while num != 0:\n digit = num % 10\n su += digit\n "",""92"":""def count_nums(arr):\n count = 0\n for num in arr:\n su = 0\n while num != 0:\n digit = num % 10\n su += digit\n num = int(num \/ 10)\n if su == 5:\n count += 1\n return count\n\narr = [123, 56, 1, 555, 222, 505, 1005]\nprint(count_nums(arr))"",""93"":""def count_nums(arr):\n count = 0\n for num in arr:\n su = 0\n while num != 0:\n digit = num % 10\n su += digit\n num = int(num \/ 10)\n if su > 0: count += 1\n return count"",""94"":""def count_nums(arr):\n count = 0\n for num in arr:\n \n su = 0\n while num != 0:\n digit = num % 10\n su += digit\n num = int(num \/ 10)\n if su > 0: count += 1\n return count\nprint(count_nums([0, 0, 0, 0, 9999])) # 1\nprint(count_nums([1, 2, 3, 4])) # 4\nprint(count_nums"",""95"":""def count_nums(arr):\n count = 0\n for num in arr:\n print(num)\n su = 0\n while num != 0:\n digit = num % 10\n su += digit\n print(digit\n num = int(num \/ 10)\n if su > 0: count += 1\n return count\nprint(count_nums([0, 0, 0, 0, 9999])) # 1\nprint(count_nums([1, 2, 3, 4])) # 4\nprint(count_nums"",""96"":""def count_nums(arr):\n count = 0\n for num in arr:\n print(num)\n su = 0\n while num != 0:\n digit = num % 10\n su += digit\n print(digit, su)\n num = int(num \/ 10)\n if su > 0: count += 1\n return count"",""97"":""def count_nums(arr):\n count = 0\n for num in arr:\n print(num)\n su = 0\n if num < 0\n while num != 0:\n digit = num % 10\n su += digit\n print(digit, su)\n num = int(num \/ 10)\n if su > 0: count += 1\n return count"",""98"":""def count_nums(arr):\n count = 0\n for num in arr:\n print(num)\n su = 0\n flag = -1\n if num < 0:\n flag = 0\n num = -num\n while num != 0:\n digit = num % 10\n su += digit\n print(digit, su)\n num = int(num \/ 10)\n if su > 0: count += 1\n return count"",""99"":""def count_nums(arr):\n count = 0\n for num in arr:\n print(num)\n su = 0\n flag = -1\n if num < 0:\n flag = 0\n num = -num\n while num != 0:\n digit = num % 10\n su += digit\n print(digit, su)\n num = int(num \/ 10)\n if su > 0: count += 1\n return count""},""times"":{""0"":0.0,""1"":30.006,""2"":44.997,""3"":60.009,""4"":74.996,""5"":95.24,""6"":105.005,""7"":135.009,""8"":150.005,""9"":165.004,""10"":194.999,""11"":210.008,""12"":225.003,""13"":240.007,""14"":254.999,""15"":291.46,""16"":315.006,""17"":330.105,""18"":344.999,""19"":360.0,""20"":375.01,""21"":390.003,""22"":404.997,""23"":424.563,""24"":437.255,""25"":458.205,""26"":464.997,""27"":479.998,""28"":495.001,""29"":509.999,""30"":530.945,""31"":540.004,""32"":599.968,""33"":615.002,""34"":629.996,""35"":645.005,""36"":660.0,""37"":675.007,""38"":690.009,""39"":705.007,""40"":720.01,""41"":743.663,""42"":749.998,""43"":765.005,""44"":780.003,""45"":814.683,""46"":990.005,""47"":1034.996,""48"":1050.003,""49"":1065.002,""50"":1080.014,""51"":1095.01,""52"":1110.005,""53"":1125.001,""54"":1140.002,""55"":1245.009,""56"":1260.002,""57"":1274.997,""58"":1289.999,""59"":1305.003,""60"":1320.001,""61"":1335.002,""62"":1350.01,""63"":1365.001,""64"":1379.996,""65"":1395.002,""66"":1410.005,""67"":1425.007,""68"":1444.47,""69"":1469.997,""70"":1518.106,""71"":1529.996,""72"":1559.998,""73"":1575.001,""74"":1604.999,""75"":1620.006,""76"":1635.006,""77"":1695.008,""78"":1710.003,""79"":1725.011,""80"":1739.996,""81"":1755.004,""82"":1770.003,""83"":1800.002,""84"":1815.007,""85"":1830.0,""86"":1845.012,""87"":1889.996,""88"":1904.999,""89"":1920.004,""90"":1935.01,""91"":1950.003,""92"":1964.999,""93"":1980.003,""94"":1995.006,""95"":2010.005,""96"":2025.735,""97"":2070.009,""98"":2085.03,""99"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""even_odd_count"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""is_bored"",""18"":""is_bored"",""19"":""is_bored"",""20"":""is_bored"",""21"":""is_bored"",""22"":""is_bored"",""23"":""is_bored"",""24"":""is_bored"",""25"":""is_bored"",""26"":""is_bored"",""27"":""is_bored"",""28"":""is_bored"",""29"":""is_bored"",""30"":""is_bored"",""31"":""is_bored"",""32"":""is_bored"",""33"":""is_bored"",""34"":""is_bored"",""35"":""is_bored"",""36"":""is_bored"",""37"":""is_bored"",""38"":""is_bored"",""39"":""is_bored"",""40"":""is_bored"",""41"":""is_bored"",""42"":""is_bored"",""43"":""is_bored"",""44"":""is_bored"",""45"":""is_bored"",""46"":""login_authenticator"",""47"":""login_authenticator"",""48"":""login_authenticator"",""49"":""login_authenticator"",""50"":""login_authenticator"",""51"":""login_authenticator"",""52"":""login_authenticator"",""53"":""login_authenticator"",""54"":""login_authenticator"",""55"":""login_authenticator"",""56"":""login_authenticator"",""57"":""login_authenticator"",""58"":""login_authenticator"",""59"":""login_authenticator"",""60"":""login_authenticator"",""61"":""login_authenticator"",""62"":""login_authenticator"",""63"":""login_authenticator"",""64"":""login_authenticator"",""65"":""login_authenticator"",""66"":""login_authenticator"",""67"":""login_authenticator"",""68"":""login_authenticator"",""69"":""login_authenticator"",""70"":""login_authenticator"",""71"":""login_authenticator"",""72"":""login_authenticator"",""73"":""login_authenticator"",""74"":""login_authenticator"",""75"":""login_authenticator"",""76"":""is_multiply_prime"",""77"":""is_multiply_prime"",""78"":""is_multiply_prime"",""79"":""is_multiply_prime"",""80"":""is_multiply_prime"",""81"":""is_multiply_prime"",""82"":""is_multiply_prime"",""83"":""is_multiply_prime"",""84"":""is_multiply_prime"",""85"":""is_multiply_prime"",""86"":""count_nums"",""87"":""count_nums"",""88"":""count_nums"",""89"":""count_nums"",""90"":""count_nums"",""91"":""count_nums"",""92"":""count_nums"",""93"":""count_nums"",""94"":""count_nums"",""95"":""count_nums"",""96"":""count_nums"",""97"":""count_nums"",""98"":""count_nums"",""99"":""count_nums""},""time_gaps"":{""0"":0.0,""1"":30.006,""2"":14.991,""3"":15.012,""4"":14.987,""5"":20.244,""6"":9.765,""7"":30.004,""8"":14.996,""9"":14.999,""10"":29.995,""11"":15.009,""12"":14.995,""13"":15.004,""14"":14.992,""15"":36.461,""16"":23.546,""17"":15.099,""18"":14.894,""19"":15.001,""20"":15.01,""21"":14.993,""22"":14.994,""23"":19.566,""24"":12.692,""25"":20.95,""26"":6.792,""27"":15.001,""28"":15.003,""29"":14.998,""30"":20.946,""31"":9.059,""32"":59.964,""33"":15.034,""34"":14.994,""35"":15.009,""36"":14.995,""37"":15.007,""38"":15.002,""39"":14.998,""40"":15.003,""41"":23.653,""42"":6.335,""43"":15.007,""44"":14.998,""45"":34.68,""46"":175.322,""47"":44.991,""48"":15.007,""49"":14.999,""50"":15.012,""51"":14.996,""52"":14.995,""53"":14.996,""54"":15.001,""55"":105.007,""56"":14.993,""57"":14.995,""58"":15.002,""59"":15.004,""60"":14.998,""61"":15.001,""62"":15.008,""63"":14.991,""64"":14.995,""65"":15.006,""6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2.535, 4: 0.314, 7: 0.554, 9: 16.247, 11: 5.166, 12: 4.382, 13: 3.498, 14: 7.386, 15: 3.46, 16: 0.067, 17: 11.193, 20: 4.021, 21: 3.324, 22: 0.098, 24: 1.648, 26: 1.386, 27: 27.77, 28: 19.502, 33: 0.345, 35: 1.844, 36: 0.965, 38: 4.208, 39: 5.479, 41: 1.254, 43: 1.557, 44: 7.192, 45: 0.367, 50: 1.511, 51: 0.422, 52: 0.261, 54: 0.627, 59: 0.333, 61: 1.27, 62: 0.243, 64: 1.785, 65: 0.491, 66: 41.043, 70: 10.485, 71: 1.652, 72: 7.159, 74: 10.597, 76: 11.116, 77: 0.448, 78: 8.619, 79: 10.631, 80: 2.193, 83: 0.226, 84: 7.711, 85: 1.202, 87: 2.408, 89: 0.713, 90: 0.497, 91: 1.027, 92: 1.35, 93: 4.327, 94: 1.366, 96: 59.308, 98: 0.512, 99: 1.605, 100: 0.859, 102: 1.701, 104: 0.926, 105: 20.068, 108: 43.182, 109: 5.214, 110: 6.112, 112: 16.832, 113: 1.961, 114: 0.674, 116: 2.143, 117: 0.186, 119: 0.121}",0,0,,0.06666666666666667,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 115.317, ""completed"": true, ""code"": ""def sum_product(numbers):\n product, su = 1, 0\n for num in numbers:\n product *= num\n su += num\n return (su, prod)"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 226.869, ""completed"": true, ""code"": ""def even_odd_count(num):\n nodd, neven = 0, 0\n if \n while num != 0:\n digit = num % 10\n if digit % 2 == 0:\n neven += 1\n else:\n nodd += 1\n num = int(num/10)\n return neven, nodd\n"", ""skipped"": false}, ""1"": {""name"": ""is_bored"", ""time_in_task"": 658.101, ""completed"": false, ""code"": ""def is_bored(S):\n # sents = S.split(\"".\"")\n # print(sents)\n # bored = 0\n # for sent in sents:\n # if sent != \""\"" and sent[0] == 'I':\n # bored += 1\n # return bored\n bored = 0\n l1 = S[0]\n l2 = S[1]\n if l1 == 'I':\n bored += 1\n for letter in range(2, len(S)):\n if letter == 'I' and (l1 == '.' or l1 =='?' or l1 == '!') and l2 == ' ':\n bored += 1\n l1 = l2\n l2 = letter\n print(bored)\n return bored"", ""skipped"": true}, ""2"": {""name"": ""login_authenticator"", ""time_in_task"": 639.901, ""completed"": true, ""code"": ""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return password[::-1]\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n return False\n hashed_password = self._hash_password(password)\n self.user_credentials[username] = hashed_password\n print(self.user_credentials)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials.keys():\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n print(\""authenticated\"")\n self.user_credentials[username] == self._hash_password(new_password)\n return True\n return False\n"", ""skipped"": false}, ""3"": {""name"": ""is_multiply_prime"", ""time_in_task"": 208.591, ""completed"": true, ""code"": ""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19]\n count = 0\n while a > 1:\n for prime in primes:\n if a % prime == 0:\n count += 1\n a = a / prime\n break\n if count == 3: return True\n retu\n "", ""skipped"": false}, ""4"": {""name"": ""count_nums"", ""time_in_task"": 0, ""completed"": false, ""code"": ""def count_nums(arr):\n count = 0\n for num in arr:\n print(num)\n su = 0\n flag = -1\n if num < 0:\n flag = 0\n num = -num\n while num != 0:\n digit = num % 10\n su += digit\n print(digit, su)\n num = int(num / 10)\n if su > 0: count += 1\n return count"", ""skipped"": false}}",0 to 2 years professional programming experience,Advanced – I can design and implement a complex system architecture,Sometimes (once a week),gpt35,GPT-3.5,4 -Agree,1,5,0 days 00:37:45,autocomplete_gpt35,autocomplete,4,6,1,"[176.118, 292.668, 528.917, 356.693]",338.599,2106.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n if numnu"",""2"":""def sum_product(numbers):\n if numbers == []:\n return (0,1)\n \n else"",""3"":""def sum_product(numbers):\n if numbers == []:\n return (0,1)\n \n \n else: \n a, b = sum_product(numbers[1:])\n return (a+numbers[0], b*numbers[0])\n \nprint(sum_product([1,2,3,4]))"",""4"":""def sum_product(numbers):\n if numbers == []:\n return (0,1)\n \n \n else: \n a, b = sum_product(numbers[1:])\n return (a+numbers[0], b*numbers[0])\n \nprint(sum_product([1,2,3,4]))\nprint(su"",""5"":""def sum_product(numbers):\n if numbers == []:\n return (0,1)\n \n \n else: \n a, b = sum_product(numbers[1:])\n return (a+numbers[0], b*numbers[0])\n \nprint(sum_product([1,2,3,4]))\nprint(sum_product([0,1,2,3,4,5]))\nprint(sum_product([-1,1,2,3,4])"",""6"":""def sum_product(numbers):\n if numbers == []:\n return (0,1)\n \n \n else: \n a, b = sum_product(numbers[1:])\n return (a+numbers[0], b*numbers[0])\n \nprint(sum_product([1,2,3,4]))\nprint(sum_product([0,1,2,3,4,5])\nprint(sum_product([-1,1,2,3,4])"",""7"":""def sum_product(numbers):\n if numbers == []:\n return (0,1)\n \n \n else: \n a, b = sum_product(numbers[1:])\n return (a+numbers[0], b*numbers[0])\n \nprint(sum_product([1,2,3,4])\nprint(sum_product([0,1,2,3,4,5])\nprint(sum_product([-1,1,2,3,4])) # test cases to check the code"",""8"":""def even_odd_count(num):\n num = raw_input(\""Enter a new number: \"")\n even_count = 0\n odd_count = 0\n for i in num:\n if int(i) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return"",""9"":""def even_odd_count(num):\n num = raw_input(\""Enter a new number: \"")\n even_count = 0\n odd_count = 0\n for i in num:\n if int(i) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return \""Number of even digits : \"" + str(even_count)"",""10"":""def even_odd_count(num):\n num = raw_input(\""Enter a new number: \"")\n even_count = 0\n odd_count = 0\n for i in num:\n if int(i) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return (even_count, odd_count)\n\nprint(even_odd_count(num))"",""11"":""def even_odd_count(num):\n num = raw_input(\""Enter a new number: \"")\n even_count = 0\n odd_count = 0\n for i in num:\n if int(i) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return (even_count, odd_count)\n\nprint(even_odd_count(num))\n"",""12"":""def even_odd_count(num):\n num = str(num)\n even_count = 0\n odd_count = 0\n for i in num:\n if int(i) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return (even_count, odd_count)\n\nprint(even_odd_count(11))"",""13"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n while(num > 0):\n \n rem = num % 10\n if(rem % 2 == 0):\n"",""14"":""def even_odd_count(num):\n if num < 0:\n num *= "",""15"":""def even_odd_count(num):\n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return even_count, odd_count\n \nprint(\""Enter a number: \"")\nnum = int(input())\neven,"",""16"":""def even_odd_count(num):\n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return even_count, odd_count\n \nprint(\""Enter a number: \"")\nnum = int(input())\neven,"",""17"":""def even_odd_count(num):\n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return even_count, odd_count\n \nprint(\""Enter a number: \"")\nnum = int(input())\neven,"",""18"":""def even_odd_count(num):\n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return (even_count, odd_count)\n \nprint(even_odd_count(11))\n"",""19"":""def even_odd_count(num):\n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return (even_count, odd_count)\n \n# test cases\nprint(even_odd_count(1234))\nprint(even_odd_count(2468))\nprint(even_odd_count(-13579)) # this will also work with negative numbers\n \n# Output:\n# (2, 2)\n# (4, 0)\n# (0, 5)\n\n# test with numbers that have repeating digits\nprint(even_odd_count(121025688463))\n\n# Output:\n# (6, 6)\n\n# test with single digit number\nprint(even_odd_count(7))\n\n# Output:\n# (0, 1)\n\n# test with all even digits\nprint(even_odd_count(88))\n\n# Output:\n# (2, 0)\n\n# test with all odd digits\nprint(even_odd_count(11))\n"",""20"":""def even_odd_count(num):\n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return (even_count, odd_count)\n \n# test cases\nprint(even_odd_count(1234))\nprint(even_odd_count(2468))\nprint(even_odd_count(-13579)) # this will also work with negative numbers\n \nprint(even_odd_count(11))\n"",""21"":""def even_odd_count(num):\n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return (even_count, odd_count)\n \n"",""22"":""def even_odd_count(num):\n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return (even_count, odd_count)\n \nprint(even_odd_count())"",""23"":""def even_odd_count(num):\n if num == 0:\n return (1,0)\n \n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num \/\/= 10\n \n return (even_count, odd_count)\n \nprint(even_odd_count(0))"",""24"":""def is_bored(S):\n boring_letters = 'aeiou'\n return any([letter in boring_letters for letter in S])\n \n print(is_bored('hello')) # True\n print(is_bored('whyrnt')) # True\n print(is_bored('rhythm')) # True\n print(is_bored('syzygy')) # True\n print(is_bored('wxyz')) # False "",""25"":""def is_bored(S):\n \n if 'i' not in S:\n return False\n else:\n return True"",""26"":""def is_bored(S):\n "",""27"":""def is_bored(S):\n newSet = set(\"".\"",)"",""28"":""def is_bored(S):\n newSet = set(\"".\"",\""?\"",\""!\"")\n \n f"",""29"":""def is_bored(S):\n newSet = set(\"".\"",\""?\"",\""!\"")\n \n for each in S:\n if each in newSet:\n return False\n\n return True"",""30"":""def is_bored(S):\n newSet = set(\"".\"",\""?\"",\""!\"")\n \n for each in S:\n if each in newSet:\n "",""31"":""def is_bored(S):\n newSet = set(\"".\"",\""?\"",\""!\"")\n \n for i in range(len(S)):\n if S[ in newSet:\n "",""32"":""def is_bored(S):\n newSet = set(\"".\"",\""?\"",\""!\"")\n \n for i in range(len(S)):\n if S[i] in newSet:\n if i < len(S) - 1:\n if S[i+1] != S[i]:\n return False\n return True\n\ndef main():\n S = input(\""Type a sentence: \"")\n print(is_bored(S))\n \nif __name__ == \""__main__\"":\n main()"",""33"":""def is_bored(S):\n newSet = set(\"".\"",\""?\"",\""!\"")\n \n for i in range(len(S)):\n if S[i] in newSet:\n if i < len(S) - 1:\n if S[i+1] != S[i]:\n return False\n return True\n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""34"":""def is_bored(S):\n #create a set w\n newSet = set(\"".\"",\""?\"",\""!\"")\n \n for i in range(len(S)):\n if S[i] in newSet:\n if i < len(S) - 1:\n if S[i+1] != S[i]:\n return False\n return True\n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""35"":""def is_bored(S):\n #create a set name with \"".\"",\""?\"",\""!\""\n \n newSet = set(\"".\"",\""?\"",\""!\"")\n \n for i in range(len(S)):\n if S[i] in newSet:\n if i < len(S) - 1:\n if S[i+1] != S[i]:\n return False\n return True\n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""36"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n\n \n for i in range(len(S)):\n if S[i] in newSet:\n if i < len(S) - 1:\n if S[i+1] != S[i]:\n return False\n return True\n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""37"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n\n \n for i in range(len(S)):\n if S[i] in newSet:\n \n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""38"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n\n \n for i in range(len(S)):\n if S[i] in newSet:\n if S[\n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""39"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)):\n if S[i] in newSet:\n if S[i+1] in newSet:\n \n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""40"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)):\n if S[i] in newSet:\n if S[i+1] in newSet:\n boreCount += 1\n \n if boreCount >= 3:\n return True\n else:\n return False\n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""41"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)):\n if S[i] in newSet:\n if S[i+1] == \""I:\n boreCount += 1\n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""42"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)-1):\n if S[i] in newSet:\n if S[i+1] == \""I:\n boreCount += 1\n\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""43"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)-1):\n if S[i] in newSet:\n if S[i+1] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""Hellow World!\""))\n \n"",""44"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)-1):\n if S[i] in newSet:\n if S[i+1] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""Hellow World! I am bored.\""))\n \n"",""45"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""Hellow World! I am bored. I love this we\""))\n \n"",""46"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""Hellow World! I am bored. I love this weather\""))\n \n"",""47"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""I love it !\""))\n \n"",""48"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n \n if \n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""I love it !\""))\n \n"",""49"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n \n if S[0] == \""I\"":\n bore\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""I love it !\""))\n \n"",""50"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n \n if S[0] == \""I\"":\n boreCount += 1\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""I love it !\""))\n \n"",""51"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n \n if S[0] == \""I\"" and S:\n boreCount += 1\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""Is the k love it !\""))\n \n"",""52"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n \n if S[0] == \""I\"" and S[1:\n boreCount += 1\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""Is the sky blue ?\""))\n \n"",""53"":""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n \n if S[0] == \""I\"" and S[1] == \"" \"": \n boreCount += 1\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""Is the sky blue ?\""))\n \n"",""54"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n\n def reset_password(self, username):\n # WRITE CODE HERE\n return"",""55"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""56"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n \n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""57"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""58"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""59"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in \n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""60"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""61"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""62"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if \n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""63"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""64"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n hashPass = self._hash_password(new_password)\n self.user_credentials[username] = hashPass\n return True\n else:\n return False\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""65"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n hashPass = self._hash_password(new_password)\n self.user_credentials[username] = hashPass\n return True\n else:\n return False\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""66"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n hashPass = self._hash_password(new_password)\n self.user_credentials[username] = hashPass\n return True\n else:\n return False\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""67"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n hashPass = self._hash_password(new_password)\n self.user_credentials[username] = hashPass\n return True\n else:\n return False\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""68"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n \n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n hashPass = self._hash_password(new_password)\n self.user_credentials[username] = hashPass\n return True\n else:\n return False\n\n"",""69"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n \n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n hashPass = self._hash_password(new_password)\n self.user_credentials[username] = hashPass\n return True\n else:\n return False\n\n"",""70"":""def is_multiply_prime(a):\n if a <= 0:\n return False\n elif a == 1 or a == 2:\n return True\n else"",""71"":""def is_multiply_prime(a):\n # write a func"",""72"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers "",""73"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n "",""74"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n \n # function which checks if a number is prime \n def is_prime(x):\n \n # check for factors\n for i in range(2,x,1):\n if (x % i) == 0:\n return False\n return True"",""75"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n \n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,x,1):\n if (x % i) == 0:\n return False\n return True"",""76"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n \n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**2),1):\n if (x % i) == 0:\n return False\n return True"",""77"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n \n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""78"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n for i in range(len(n))\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""79"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n for i in range(len(n)):\n a[i] = int(a[i])\n # if the number is less than or equal to 100\n if a[i] <= 100 and a[i] > 1:\n # check if it is a multiple of 3 prime numbers\n count = 0\n for j in range(2, a[i], 1):\n if a[i] % j == 0 and is_prime(j):\n count\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""80"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n for i in range(len(n))\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""81"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeLen \n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""82"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(len(a)):\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""83"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,len(a)):\n if is_ prime(i)\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""84"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""85"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n \n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""86"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in primeList:\n for j in primeList:\n for k in primeList:\n if a == i * j * k:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True"",""87"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in primeList:\n for j in primeList:\n for k in primeList:\n if a == i * j * k:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(5))"",""88"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in primeList:\n for j in primeList:\n for k in primeList:\n if a == i * j * k:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(31))"",""89"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in primeList:\n for j in primeList:\n for k in primeList:\n if a == i * j * k:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(31)))"",""90"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in len(primeList):\n for j in primeList:\n for k in primeList:\n if a == i * j * k:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(31))"",""91"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in range(len(primeList)):\n for j in primeList:\n for k in primeList:\n if a == i * j * k:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(31))"",""92"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in range(len(primeList)):\n for j in range(i+1, len(primeList)):\n for k in primeList:\n if a == i * j * k:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(31))"",""93"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in range(len(primeList)):\n for j in range(i+1, len(primeList)):\n for k in range(j+1, len(primeList)):\n if a == i * j * k:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(31))"",""94"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in range(len(primeList)):\n for j in range(i+1, len(primeList)):\n for k in range(j+1, len(primeList)):\n if primeList[i] * primeList:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(31))"",""95"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in range(len(primeList)):\n for j in range(i+1, len(primeList)):\n for k in range(j+1, len(primeList)):\n if primeList[i] * primeList[j] * primeList[k] == a:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(31))"",""96"":""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in range(len(primeList)):\n for j in range(i+1, len(primeList)):\n for k in range(j+1, len(primeList)):\n if primeList[i] * primeList[j] * primeList[k] == a:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(5))"",""97"":""def count_nums(arr):\n "",""98"":""def count_nums(arr):\n numsum = sum(arr)"",""99"":""def count_nums(arr):\n"",""100"":""def count_nums(arr):\n count = 0\n for each in "",""101"":""def count_nums(arr):\n count = 0\n for i in range(len(arr)):\n "",""102"":""def count_nums(arr):\n count = 0\n for i in range(len(arr)):\n ""},""times"":{""0"":0.0,""1"":44.997,""2"":59.995,""3"":74.998,""4"":104.994,""5"":119.995,""6"":134.99,""7"":149.993,""8"":164.99,""9"":194.99,""10"":224.992,""11"":239.991,""12"":254.992,""13"":269.991,""14"":284.99,""15"":299.986,""16"":314.99,""17"":329.986,""18"":344.984,""19"":359.988,""20"":384.311,""21"":417.537,""22"":434.982,""23"":449.981,""24"":464.984,""25"":494.986,""26"":524.983,""27"":554.982,""28"":569.981,""29"":584.978,""30"":614.98,""31"":629.976,""32"":644.979,""33"":674.979,""34"":689.977,""35"":704.974,""36"":719.978,""37"":734.977,""38"":749.978,""39"":764.975,""40"":779.975,""41"":794.973,""42"":809.974,""43"":824.972,""44"":839.981,""45"":854.972,""46"":870.212,""47"":884.974,""48"":899.972,""49"":914.97,""50"":933.935,""51"":944.97,""52"":959.975,""53"":974.967,""54"":989.97,""55"":1004.966,""56"":1034.969,""57"":1049.969,""58"":1064.968,""59"":1079.966,""60"":1094.968,""61"":1139.962,""62"":1154.964,""63"":1169.964,""64"":1184.965,""65"":1244.959,""66"":1289.961,""67"":1304.958,""68"":1319.961,""69"":1334.957,""70"":1349.957,""71"":1364.96,""72"":1379.959,""73"":1394.959,""74"":1409.957,""75"":1424.955,""76"":1605.228,""77"":1620.53,""78"":1634.932,""79"":1650.529,""80"":1679.933,""81"":1724.929,""82"":1739.932,""83"":1754.932,""84"":1769.93,""85"":1784.931,""86"":1800.3,""87"":1859.925,""88"":1874.928,""89"":1890.521,""90"":1904.93,""91"":1919.931,""92"":1934.926,""93"":1949.925,""94"":1964.921,""95"":1979.921,""96"":1994.922,""97"":2009.923,""98"":2039.923,""99"":2054.922,""100"":2069.923,""101"":2084.918,""102"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""even_odd_count"",""21"":""even_odd_count"",""22"":""even_odd_count"",""23"":""even_odd_count"",""24"":""is_bored"",""25"":""is_bored"",""26"":""is_bored"",""27"":""is_bored"",""28"":""is_bored"",""29"":""is_bored"",""30"":""is_bored"",""31"":""is_bored"",""32"":""is_bored"",""33"":""is_bored"",""34"":""is_bored"",""35"":""is_bored"",""36"":""is_bored"",""37"":""is_bored"",""38"":""is_bored"",""39"":""is_bored"",""40"":""is_bored"",""41"":""is_bored"",""42"":""is_bored"",""43"":""is_bored"",""44"":""is_bored"",""45"":""is_bored"",""46"":""is_bored"",""47"":""is_bored"",""48"":""is_bored"",""49"":""is_bored"",""50"":""is_bored"",""51"":""is_bored"",""52"":""is_bored"",""53"":""is_bored"",""54"":""login_authenticator"",""55"":""login_authenticator"",""56"":""login_authenticator"",""57"":""login_authenticator"",""58"":""login_authenticator"",""59"":""login_authenticator"",""60"":""login_authenticator"",""61"":""login_authenticator"",""62"":""login_authenticator"",""63"":""login_authenticator"",""64"":""login_authenticator"",""65"":""login_authenticator"",""66"":""login_authenticator"",""67"":""login_authenticator"",""68"":""login_authenticator"",""69"":""login_authenticator"",""70"":""is_multiply_prime"",""71"":""is_multiply_prime"",""72"":""is_multiply_prime"",""73"":""is_multiply_prime"",""74"":""is_multiply_prime"",""75"":""is_multiply_prime"",""76"":""is_multiply_prime"",""77"":""is_multiply_prime"",""78"":""is_multiply_prime"",""79"":""is_multiply_prime"",""80"":""is_multiply_prime"",""81"":""is_multiply_prime"",""82"":""is_multiply_prime"",""83"":""is_multiply_prime"",""84"":""is_multiply_prime"",""85"":""is_multiply_prime"",""86"":""is_multiply_prime"",""87"":""is_multiply_prime"",""88"":""is_multiply_prime"",""89"":""is_multiply_prime"",""90"":""is_multiply_prime"",""91"":""is_multiply_prime"",""92"":""is_multiply_prime"",""93"":""is_multiply_prime"",""94"":""is_multiply_prime"",""95"":""is_multiply_prime"",""96"":""is_multiply_prime"",""97"":""count_nums"",""98"":""count_nums"",""99"":""count_nums"",""100"":""count_nums"",""101"":""count_nums"",""102"":""count_nums""},""time_gaps"":{""0"":0.0,""1"":44.997,""2"":14.998,""3"":15.003,""4"":29.996,""5"":15.001,""6"":14.995,""7"":15.003,""8"":14.997,""9"":30.0,""10"":30.002,""11"":14.999,""12"":15.001,""13"":14.999,""14"":14.999,""15"":14.996,""16"":15.004,""17"":14.996,""18"":14.998,""19"":15.004,""20"":24.323,""21"":33.226,""22"":17.445,""23"":14.999,""24"":15.003,""25"":30.002,""26"":29.997,""27"":29.999,""28"":14.999,""29"":14.997,""30"":30.002,""31"":14.996,""32"":15.003,""33"":30.0,""34"":14.998,""35"":14.997,""36"":15.004,""37"":14.999,""38"":15.001,""39"":14.997,""40"":15.0,""41"":14.998,""42"":15.001,""43"":14.998,""44"":15.009,""45"":14.991,""46"":15.24,""47"":14.762,""48"":14.998,""49"":14.998,""50"":18.965,""51"":11.035,""52"":15.005,""53"":14.992,""54"":15.003,""55"":14.996,""56"":30.003,""57"":15.0,""58"":14.999,""59"":14.998,""60"":15.002,""61"":44.994,""62"":15.002,""63"":15.0,""64"":15.001,""65"":59.994,""66"":45.002,""67"":14.997,""68"":15.003,""69"":14.996,""70"":15.0,""71"":15.003,""72"":14.999,""73"":15.0,""74"":14.998,""75"":14.998,""76"":180.273,""77"":15.302,""78"":14.402,""79"":15.597,""80"":29.404,""81"":44.996,""82"":15.003,""83"":15.0,""84"":14.998,""85"":15.001,""86"":15.369,""87"":59.625,""88"":15.003,""89"":15.593,""90"":14.409,""91"":15.001,""92"":14.995,""93"":14.999,""94"":14.996,""95"":15.0,""96"":15.001,""97"":15.001,""98"":30.0,""99"":14.999,""100"":15.001,""101"":14.995,""102"":15.082}}",12,15,14,11,10,14,380,6,71,0.08450704225352113,"{3: 8.944, 4: 3.833, 6: 3.226, 7: 2.063, 8: 5.327, 9: 3.17, 10: 2.253, 11: 3.03, 12: 31.596, 14: 3.257, 15: 10.89, 16: 2.485, 18: 5.382, 19: 12.582, 20: 10.097, 21: 3.349, 22: 2.132, 23: 1.251, 24: 4.474, 26: 8.841, 27: 0.952, 28: 0.28, 30: 0.047, 32: 1.749, 33: 32.057, 34: 23.088, 37: 22.231, 39: 11.079, 40: 4.956, 41: 0.162, 42: 8.183, 43: 5.12, 44: 2.352, 45: 0.268, 47: 1.441, 48: 0.192, 49: 18.786, 50: 9.918, 51: 0.172, 52: 0.146, 53: 2.095, 55: 1.83, 57: 3.064, 58: 2.273, 59: 1.51, 62: 1.011, 63: 0.964, 65: 0.04, 67: 1.675, 68: 0.287, 69: 17.596, 72: 0.595, 73: 8.005, 75: 38.133, 76: 2.597, 77: 5.318, 79: 1.249, 81: 5.476, 82: 38.381, 83: 1.018, 84: 1.463, 85: 0.166, 86: 2.331, 88: 0.395, 90: 8.693, 91: 1.68, 92: 15.054, 93: 0.075, 95: 11.68, 96: 0.918, 97: 3.542, 98: 18.626, 99: 35.766, 103: 5.543, 105: 0.494, 106: 1.795, 107: 6.967, 109: 0.23, 111: 0.233, 112: 1.435, 114: 0.378, 115: 22.487, 118: 5.062, 120: 5.508, 121: 8.333, 123: 1.179, 124: 1.38, 126: 8.268, 127: 12.807, 129: 0.594, 130: 2.165}",0,0,,0.08450704225352113,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 176.118, ""completed"": true, ""code"": ""def sum_product(numbers):\n if numbers == []:\n return (0,1)\n \n \n else: \n a, b = sum_product(numbers[1:])\n return (a+numbers[0], b*numbers[0])\n \nprint(sum_product([1,2,3,4])\nprint(sum_product([0,1,2,3,4,5])\nprint(sum_product([-1,1,2,3,4])) # test cases to check the code"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 292.668, ""completed"": true, ""code"": ""def even_odd_count(num):\n if num == 0:\n return (1,0)\n \n if num < 0:\n num *= -1\n \n even_count = 0\n odd_count = 0\n \n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num //= 10\n \n return (even_count, odd_count)\n \nprint(even_odd_count(0))"", ""skipped"": false}, ""1"": {""name"": ""is_bored"", ""time_in_task"": 528.918, ""completed"": true, ""code"": ""def is_bored(S):\n #create a set named newSet with \"".\"",\""?\"",\""!\""\n \n newSet = {\""!\"",\"".\"",\""?\""}\n boreCount = 0\n \n if S[0] == \""I\"" and S[1] == \"" \"": \n boreCount += 1\n \n for i in range(len(S)-2):\n if S[i] in newSet:\n if S[i+2] == \""I\"":\n boreCount += 1\n return boreCount\n\nprint(is_bored(\""Is the sky blue ?\""))\n \n"", ""skipped"": false}, ""2"": {""name"": ""login_authenticator"", ""time_in_task"": 356.694, ""completed"": true, ""code"": ""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashPass = password + \""ishashed\""\n return hashPass\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n hashPass = self._hash_password(password)\n self.user_credentials[username] = hashPass\n return True\n \n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n hashPass = self._hash_password(new_password)\n self.user_credentials[username] = hashPass\n return True\n else:\n return False\n\n"", ""skipped"": false}, ""3"": {""name"": ""is_multiply_prime"", ""time_in_task"": 666.219, ""completed"": false, ""code"": ""def is_multiply_prime(a):\n # write a function to test if a given number is a mult. of 3 prime numbers and we know that the given number is less than 100\n primeList = []\n for i in range(1,100):\n if is_prime(i):\n primeList.append(i) \n \n for i in range(len(primeList)):\n for j in range(i+1, len(primeList)):\n for k in range(j+1, len(primeList)):\n if primeList[i] * primeList[j] * primeList[k] == a:\n return True\n return False\n\n\n # function which checks if a number is prime \ndef is_prime(x):\n \n # check for factors\n for i in range(2,int(x**0.5),1):\n if (x % i) == 0:\n return False\n return True\n \nprint(is_multiply_prime(5))"", ""skipped"": true}, ""4"": {""name"": ""count_nums"", ""time_in_task"": 0, ""completed"": false, ""code"": ""def count_nums(arr):\n count = 0\n for i in range(len(arr)):\n "", ""skipped"": false}}",3 to 5 years professional programming experience,Intermediate – I can design and implement whole programs,Rarely (once a month),gpt35,GPT-3.5,5 -Disagree,1,2,0 days 00:38:04,autocomplete_gpt35,autocomplete,7,8,0,"[191.283, 146.457, 208.015, 273.293, 378.161, 319.032, 331.631]",263.98171428571425,2106.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n return (\n \n )"",""2"":""import numpy\n\ndef sum_product(numbers):\n return (sum(numbers), numpy.product(numbers))"",""3"":""import numpy\n\ndef sum_product(numbers):\n \n return (sum(numbers), numpy.product(numbers))"",""4"":""import numpy\n\ndef sum_product(numbers):\n if len(numbers) == 0:\n return 0, 1\n else:\n return (sum(numbers), numpy.product(numbers))\n\n"",""5"":""import numpy\n\ndef sum_product(numbers):\n if len(numbers) == 0:\n return 0, 1\n else:\n return (sum(numbers), numpy.product(numbers))\n\nprint(sum_product([]))"",""6"":""def even_odd_count(num):"",""7"":""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for i in range"",""8"":""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for char in str(num):\n if int(char) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n \n # print the number of even and odd numbers\n print(\""Number of even numbers:\"", even_count)\n print(\""Number of odd numbers:\"", odd_count)"",""9"":""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for char in str(num):\n if char in \""13579\"":\n odd_count += "",""10"":""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for char in str(num):\n if char in \""13579\"":\n odd_count += 1\n else:"",""11"":""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for char in str(num):\n if char in \""13579\"":\n odd_count += 1\n else:\n even_count += 1\n \n return even_count, off_cou"",""12"":""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for char in str(num):\n if char in \""13579\"":\n odd_count += 1\n else:\n even_count += 1\n \n return even_count, odd_count\n\nprint(even_odd_count(-12)"",""13"":""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for char in str(num):\n if char in \""13579\"":\n odd_count += 1\n elif char in \""24680\"":\n even_count += 1\n else:\n pass\n \n return even_count, odd_count\n\nprint(even_odd_count(-12)"",""14"":""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for char in str(num):\n if char in \""13579\"":\n odd_count += 1\n elif char in \""24680\"":\n even_count += 1\n else:\n pass\n \n return even_count, odd_count\n\nprint(even_odd_count(-12))"",""15"":""def is_bored(S):\n # your code here\n pass"",""16"":""def is_bored(S):\n return sum(x in [c for c in \""AEIOUY\""] for x in S) >= 3\n"",""17"":""def is_bored(S):\n"",""18"":""def is_bored(S):\n S.replace(\""? I \"", "",""19"":""def is_bored(S):\n S.replace(\""? I \"", \""\u2192\"""",""20"":""def is_bored(S):\n S = S.replace(\""? I \"", \""\u2192\"")\n SS.replace(\""! I \"", \""\u2192\"")\n S.replace(\"". I \"", \""\u2192\"")"",""21"":""def is_bored(S):\n S = S.replace(\""? I \"", \""\u2192\"")\n S = S.replace(\""! I \"", \""\u2192\"")\n S = S.replace(\"". I \"", \""\u2192\"")\n S = S.replace(\"": I \"", \""\u2192\"")\n S = S.replace(\""; I \"", \""\u2192\"")\n S = S.split(\""\u2192\"")\n for i in range(len(S)):\n S[i] = S[i].strip()\n return \""bored\"" in S"",""22"":""def is_bored(S):\n S = S.replace(\""? I \"", \""\u2192\"")\n S = S.replace(\""! I \"", \""\u2192\"")\n S = S.replace(\"". I \"", \""\u2192\"")\n count = 0\n for char in S:\n if char == \"""",""23"":""def is_bored(S):\n S = S.replace(\""? I \"", \""\u2192\"")\n S = S.replace(\""! I \"", \""\u2192\"")\n S = S.replace(\"". I \"", \""\u2192\"")\n count = 0\n for char in S:\n if char == \""\u2192\"":\n count += 1\n return count\n\nprint(is_bored"",""24"":""def is_bored(S):\n S = S.replace(\""? I \"", \""\u2192\"")\n S = S.replace(\""! I \"", \""\u2192\"")\n S = S.replace(\"". I \"", \""\u2192\"")\n count = 0\n for char in S:\n if char == \""\u2192\"":\n count += 1\n return count\n\nprint(is_bored(\""Hello world. I love this weath\""))"",""25"":""def is_bored(S):\n S = S.replace(\""? I \"", \""\u2192\"")\n S = S.replace(\""! I \"", \""\u2192\"")\n S = S.replace(\"". I \"", \""\u2192\"")\n count = 0\n for char in S:\n if char == \""\u2192\"":\n count += 1\n return count\n"",""26"":""def is_bored(S):\n S = S.replace(\""? I \"", \""\u2192\"")\n S = S.replace(\""! I \"", \""\u2192\"")\n S = S.replace(\"". I \"", \""\u2192\"")\n count = 1 if S.startswith(\""I\n for char in S:\n if char == \""\u2192\"":\n count += 1\n return count\n"",""27"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n\n def reset_password(self, username, new_password):\n # WRITE CODE HERE\n return"",""28"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return \n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""29"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""30"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password)\n if username in self.us\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""31"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password)\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""32"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password)\n if username in self.user_credentials:\n return False\n else:\n sel\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""33"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password)\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""34"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password)\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""35"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""36"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n self.\n"",""37"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n self.authenticate\n"",""38"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n self.authenticate_user(username, old_password)\n self.user_credentials[username] = self._hash_password(new_password)\n"",""39"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n valid = self.authenticate_user(username, old_password)\n if valid:\n self.user_credentials[username] = self._hash_password(new_password)\n"",""40"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n valid = self.authenticate_user(username, old_password)\n if valid:\n self.user_credentials[username] = self._hash_password(new_password)\n else:\n return F\n"",""41"":""def is_multiply_prime(a):\n return False if a<2 else all([a%i for i in range(2,int(a\/2)+1)])\n \n"",""42"":""def is_multiply_prime(a):\n \n p = a\n prime = 2\n while prime * prime <= a and a > 1:\n if a % prime == 0:\n return \""Not Multiply Prime\""\n while a % prime == 0:\n a \/\/= prime\n prime += 1\n \n return \""Multiply Prime\"""",""43"":""def is_multiply_prime(a):\n \n p = a\n prime = 2\n while prime * prime <= a and a > 1:\n if a % prime == 0:\n return \""Not Multiply Prime\""\n while a % prime == 0:\n a \/\/= prime\n prime += 1\n \n return \""Multiply Prime\""\n \na = int(input(\""Enter the number to check: \""))\nif is_multiply_prime(a):\n print(a, \""is a Multiply Prime\"")\nelse:\n print(a, \""is not a Multiply Prime\"")\n\n\""\""\"" \n\nSample Output:\n\nEnter the number to check: 13\n13 is a Multiply Prime\n\nEnter the number to check: 36\n36 is not a Multiply Prime\n\n\""\""\""\n"",""44"":""def is_multiply_prime(a):\n \n p = a\n prime = 2\n while prime * prime <= a and a > 1:\n if a % prime == 0:\n return \""Not Multiply Prime\""\n while a % prime == 0:\n a \/\/= prime\n prime += 1\n \n return"",""45"":""def is_multiply_prime(a):\n \n p = a\n prime = 2\n while prime * prime <= a and a > 1:\n if a % prime == 0:\n return False\n while a % prime == 0:\n a \/\/= prime\n prime += 1\n \n return True"",""46"":""def is_multiply_prime(a):\n # TODO: Fill this in\n prime = 2\n while prime * prime <= a and a > 1:\n if a % prime == 0:\n return False\n while a % prime == 0:\n a \/\/= prime\n prime += 1\n \n return True"",""47"":""def is_multiply_prime(a):\n\n # Tell if an integer is the product of 3 p"",""48"":""def is_multiply_prime(a):\n\n # Tell if an integer is the product of 3 primes\n \n if a < 2:\n return False\n\n prime_count = 0\n i = 2\n while i < a:\n if a % i == 0:\n prime_count += 1\n a \/\/= i\n else:\n i += 1\n return prime_count == 2"",""49"":""def is_multiply_prime(a):\n\n # Tell if an integer is the product of 3 primes\n"",""50"":""def is_multiply_prime(a):\n\n # Calculate the primes less than 33"",""51"":""def is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19,23,29,31]\n \n # Check if a is a multiple of any of the prime numbers\n \n for prime in primes:\n if a%prime == 0:\n return False\n return True"",""52"":""def is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31]\n \n # Get all "",""53"":""from itertools import combinations\n\ndef is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31]\n \n # Get all combinations of these numbers"",""54"":""from itertools import combinations\n\ndef is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31]\n \n # Get all combinations of these numbers\n "",""55"":""from itertools import combinations\n\ndef is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31]\n \n # Get all combinations of these numbers\n \n comb = combinations(primes, 3)\n \n # Check if any of the combinations multiply to a\n \n for c in comb:\n if c[0]*"",""56"":""from itertools import combinations_with_replacement\n\ndef is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31]\n \n # Get all combinations of these numbers\n \n comb = combinations(primes, 3)\n \n # Check if any of the combinations multiply to a\n \n for a, b, c in combinations_with_replacement(p"",""57"":""from itertools import combinations_with_replacement\n\ndef is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31]\n \n # Get all combinations of these numbers\n for a, b, c in combinations_with_replacement(primes, 3):\n if a * b * c == a:\n return False\n \n return True"",""58"":""from itertools import combinations_with_replacement\n\ndef is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31]\n \n # Get all combinations of these numbers\n for x, y, z in combinations_with_replacement(primes, 3):\n if x * y * z == a:\n reutnr "",""59"":""def count_nums(arr):\n\tcount = 0\n\tfor num in arr:\n\t\tif num % 2 == 0:\n\t\t\tcount += 1\n\n\treturn count\n"",""60"":""def count_nums(arr):\n counter = 0\n for num in arr:\n if num >= 0 and num % 2 == 0:\n counter += 1\n return counter"",""61"":""def count_nums(arr):\n all_nums = su\n counter = 0\n for num in arr:\n if num >= 0 and num % 2 == 0:\n counter += 1\n return counter"",""62"":""def count_nums(arr):\n all_nums = sum(map(str, arr), start=\""\"")\n counter = 0\n for num in arr:\n if num >= 0 and num % 2 == 0:\n counter += 1\n return counter"",""63"":""def count_nums(arr):\n all_nums = \""\"".(map(str, arr), start=\""\"")\n counter = 0\n for num in arr:\n if num >= 0 and num % 2 == 0:\n counter += 1\n return counter"",""64"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n counter = 0\n for num in arr:\n if num >= 0 and num % 2 == 0:\n counter += 1\n return counter"",""65"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n counter = 0\n for num in arr:\n if num >= 0 and num % 2 == 0:\n counter += 1\n return counter"",""66"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = "",""67"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n for i in individualized:\n if i == '-':\n negative = i + individualized[individualized.index(i) + 1]\n negatived.append(negative)\n individualized.remove(negative[-1])\n no_dupes = set(individualized)\n count = len(no_dupes)\n if len(negatived) > 0:\n count = count - len"",""68"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n last_negative == False\n for i in individualized:\n i"",""69"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n last_negative == -1\n for i in individualized:\n negatived = "",""70"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n last_negative == 1\n for i in individualized:\n if i == \""-\"":\n last_negative = -1\n negatived = "",""71"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n last_negative == 1\n for i in individualized:\n if i == \""-\"":\n last_negative = -1\n continue\n negatived.append(i * last_negative)\n last_negative = 1\n "",""72"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n last_negative == 1\n for i in individualized:\n if i == \""-\"":\n last_negative = -1\n continue\n negatived.append(i * last_negative)\n last_negative = 1\n return sum(negatived)"",""73"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n last_negative = 1\n for i in individualized:\n if i == \""-\"":\n last_negative = -1\n continue\n negatived.append(i * last_negative)\n last_negative = 1\n return sum(negatived)"",""74"":""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n last_negative = 1\n for i in individualized:\n if i == \""-\"":\n last_negative = -1\n continue\n negatived.append(str(i) * last_negative)\n last_negative = 1\n return sum(negatived)"",""75"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""76"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""77"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n \n # Calculate the average age and height\n avg_age = df['age'].mean()\n avg_height =\n\nprint(transform_df(df))\n"",""78"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in Under 18\"" \n\nprint(transform_df(df))\n"",""79"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column to \""Red\"" or \""Blue\"" or \""\n\nprint(transform_df(df))\n"",""80"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\n\nprint(transform_df(df))\n"",""81"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns should have a 1 based on wh\n\nprint(transform_df(df))\n"",""82"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the \""color\"" columns\n\nprint(transform_df(df))\n"",""83"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Convert the dates column into a datetime column\n df['\n\nprint(transform_df(df))\n"",""84"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Map the height column from feet to meters\n df['height'] = df['height'].apply(lambda x: x * 0.3048)\n\n # Convert the dates column into a datetime column\n df['\n\nprint(transform_df(df))\n"",""85"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the ne\n df['height'] = df['height'].apply(lambda x: x * 0.3048)\n\n # Convert the dates column into a datetime column\n df['\n\nprint(transform_df(df))\n"",""86"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the nearest integer\n \n df['height'] = df['height'].apply(lambda x: round(x))\n\n # Convert the dates column into a datetime column\n df['\n\nprint(transform_df(df))\n"",""87"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the nearest integer\n df['height'] = df['height'].apply(lambda x: round(x))\n\n # Take the dates column an\n\n # Convert the dates column into a datetime column\n df['\n\nprint(transform_df(df))\n"",""88"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the nearest integer\n df['height'] = df['height'].apply(lambda x: round(x))\n\n # Take the dates column and replace it with a \""day\"" column that only contains the day from the date\n\n\nprint(transform_df(df))\n"",""89"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the nearest integer\n df['height'] = df['height'].apply(lambda x: round(x))\n\n # Take the dates column and replace it with a \""day\"" column that only contains the day\n # from the date\n df['dates'] = pd.to_datetime(df['dates'])\n df['dates'] = df['dates'].\n\n\nprint(transform_df(df))\n"",""90"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into two separate columns, \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the nearest integer\n df['height'] = df['height'].apply(lambda x: round(x))\n\n # Take the dates column and replace it with a \""day\"" column that only contains the day\n # from the date\n df['dates'] = pd.to_datetime(df['dates'])\n df['day'] = df['dates'].dt.day\n df = df.drop('dates', axis=1)\n\n # Return the transformed DataFrame\n return df\n\nprint(transform_df(df))\n"",""91"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into three separate columns, \""brown\"" \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['brown'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the nearest integer\n df['height'] = df['height'].apply(lambda x: round(x))\n\n # Take the dates column and replace it with a \""day\"" column that only contains the day\n # from the date\n df['dates'] = pd.to_datetime(df['dates'])\n df['day'] = df['dates'].dt.day\n df = df.drop('dates', axis=1)\n\n # Return the transformed DataFrame\n return df\n\nprint(transform_df(df))\n"",""92"":""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into three separate columns, \""brown\"" \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['brown'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the nearest integer\n df['height'] = df['height'].apply(lambda x: round(x))\n\n # Take the dates column and replace it with a \""day\"" column that only contains the day\n # from the date\n df['dates'] = pd.to_datetime(df['dates'])\n df['month'] = df['dates'].dt.month\n df['day'] = df['dates'].dt.day\n df = df.drop('dates', axis=1)\n\n # Return the transformed DataFrame\n return df\n\nprint(transform_df(df))\n"",""93"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n def print_current_number(self):\n '''\n prints the current number\n '''\n print(self.current_number)\n\n# example usage of the Calculator class\nc = Calculator()\nc.add(3)\n# current_number is now 3\nc.multiply(2)\n# current_number is now 6\nc.undo_last_operation()\n# current_number is now 3"",""94"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""95"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def \n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""96"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def is_real_number(self, a):\n \n if isinstance(a, (int, float)):\n return True\n else:\n return False\n \n\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""97"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n # Check that there is no imagina\n if isinstance(a, (int, float)):\n return True\n else:\n return False\n\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""98"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n # Check that there is no imaginary component\n if isinstance(a, (int, float)):\n \n return True\n else:\n return False\n\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""99"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n \n def is_positive_integer(self, a):\n if isinstance(a, int) and a > 0:\n return True\n else:\n return False\n\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""100"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def add(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): \n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""101"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def add(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if not is_real_number(self, a: return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""102"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def add(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if not is_positive_integer(: return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""103"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def is_positive_integer(self, a):\n \n\n def add(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if not is_positive_integer(a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""104"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def is_positive_integer(self, a):\n return a != 0 and isinstance(a, int) and a > 0\n\n def add(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if not is_positive_integer(a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""105"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def is_positive_integer(self, a):\n return isinstance(a, int) and a > 0\n\n def add(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if not is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if not self.is_positive_integer(a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""106"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def is_positive_integer(self, a):\n return isinstance(a, int) and a > 0\n\n def add(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if not self.is_positive_integer(a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""107"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def is_positive_integer(self, a):\n return isinstance(a, int) and a > 0\n\n def add(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if not self.is_positive_integer(a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n""},""times"":{""0"":0.0,""1"":90.0,""2"":120.0,""3"":135.0,""4"":150.0,""5"":165.0,""6"":180.602,""7"":210.0,""8"":225.001,""9"":240.0,""10"":255.0,""11"":270.0,""12"":285.0,""13"":300.001,""14"":315.0,""15"":330.0,""16"":360.0,""17"":375.0,""18"":405.0,""19"":420.0,""20"":435.0,""21"":450.0,""22"":465.001,""23"":480.0,""24"":495.0,""25"":511.798,""26"":525.0,""27"":540.0,""28"":570.0,""29"":585.0,""30"":615.0,""31"":630.002,""32"":645.0,""33"":660.0,""34"":690.0,""35"":720.71,""36"":735.001,""37"":750.0,""38"":765.0,""39"":780.004,""40"":795.0,""41"":810.0,""42"":825.0,""43"":870.002,""44"":885.0,""45"":917.184,""46"":930.0,""47"":945.003,""48"":960.0,""49"":990.0,""50"":1005.0,""51"":1020.0,""52"":1035.0,""53"":1050.0,""54"":1065.0,""55"":1080.0,""56"":1140.0,""57"":1155.002,""58"":1170.001,""59"":1185.0,""60"":1200.0,""61"":1245.0,""62"":1260.0,""63"":1290.0,""64"":1305.003,""65"":1320.0,""66"":1335.0,""67"":1350.0,""68"":1365.001,""69"":1380.0,""70"":1395.0,""71"":1410.003,""72"":1425.0,""73"":1440.0,""74"":1455.391,""75"":1505.555,""76"":1530.0,""77"":1545.0,""78"":1560.0,""79"":1575.0,""80"":1605.0,""81"":1620.01,""82"":1635.0,""83"":1650.0,""84"":1665.0,""85"":1680.009,""86"":1695.0,""87"":1710.003,""88"":1725.0,""89"":1740.0,""90"":1755.0,""91"":1815.0,""92"":1830.0,""93"":1845.0,""94"":1875.0,""95"":1920.0,""96"":1935.0,""97"":1950.0,""98"":1965.0,""99"":1980.0,""100"":1995.0,""101"":2010.0,""102"":2025.0,""103"":2040.0,""104"":2055.003,""105"":2070.003,""106"":2085.046,""107"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""even_odd_count"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""is_bored"",""16"":""is_bored"",""17"":""is_bored"",""18"":""is_bored"",""19"":""is_bored"",""20"":""is_bored"",""21"":""is_bored"",""22"":""is_bored"",""23"":""is_bored"",""24"":""is_bored"",""25"":""is_bored"",""26"":""is_bored"",""27"":""login_authenticator"",""28"":""login_authenticator"",""29"":""login_authenticator"",""30"":""login_authenticator"",""31"":""login_authenticator"",""32"":""login_authenticator"",""33"":""login_authenticator"",""34"":""login_authenticator"",""35"":""login_authenticator"",""36"":""login_authenticator"",""37"":""login_authenticator"",""38"":""login_authenticator"",""39"":""login_authenticator"",""40"":""login_authenticator"",""41"":""is_multiply_prime"",""42"":""is_multiply_prime"",""43"":""is_multiply_prime"",""44"":""is_multiply_prime"",""45"":""is_multiply_prime"",""46"":""is_multiply_prime"",""47"":""is_multiply_prime"",""48"":""is_multiply_prime"",""49"":""is_multiply_prime"",""50"":""is_multiply_prime"",""51"":""is_multiply_prime"",""52"":""is_multiply_prime"",""53"":""is_multiply_prime"",""54"":""is_multiply_prime"",""55"":""is_multiply_prime"",""56"":""is_multiply_prime"",""57"":""is_multiply_prime"",""58"":""is_multiply_prime"",""59"":""count_nums"",""60"":""count_nums"",""61"":""count_nums"",""62"":""count_nums"",""63"":""count_nums"",""64"":""count_nums"",""65"":""count_nums"",""66"":""count_nums"",""67"":""count_nums"",""68"":""count_nums"",""69"":""count_nums"",""70"":""count_nums"",""71"":""count_nums"",""72"":""count_nums"",""73"":""count_nums"",""74"":""count_nums"",""75"":""table_transform_named"",""76"":""table_transform_named"",""77"":""table_transform_named"",""78"":""table_transform_named"",""79"":""table_transform_named"",""80"":""table_transform_named"",""81"":""table_transform_named"",""82"":""table_transform_named"",""83"":""table_transform_named"",""84"":""table_transform_named"",""85"":""table_transform_named"",""86"":""table_transform_named"",""87"":""table_transform_named"",""88"":""table_transform_named"",""89"":""table_transform_named"",""90"":""table_transform_named"",""91"":""table_transform_named"",""92"":""table_transform_named"",""93"":""calculator"",""94"":""calculator"",""95"":""calculator"",""96"":""calculator"",""97"":""calculator"",""98"":""calculator"",""99"":""calculator"",""100"":""calculator"",""101"":""calculator"",""102"":""calculator"",""103"":""calculator"",""104"":""calculator"",""105"":""calculator"",""106"":""calculator"",""107"":""calculator""},""time_gaps"":{""0"":0.0,""1"":90.0,""2"":30.0,""3"":15.0,""4"":15.0,""5"":15.0,""6"":15.602,""7"":29.398,""8"":15.001,""9"":14.999,""10"":15.0,""11"":15.0,""12"":15.0,""13"":15.001,""14"":14.999,""15"":15.0,""16"":30.0,""17"":15.0,""18"":30.0,""19"":15.0,""20"":15.0,""21"":15.0,""22"":15.001,""23"":14.999,""24"":15.0,""25"":16.798,""26"":13.202,""27"":15.0,""28"":30.0,""29"":15.0,""30"":30.0,""31"":15.002,""32"":14.998,""33"":15.0,""34"":30.0,""35"":30.71,""36"":14.291,""37"":14.999,""38"":15.0,""39"":15.004,""40"":14.996,""41"":15.0,""42"":15.0,""43"":45.002,""44"":14.998,""45"":32.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5.01, 2: 0.395, 3: 0.491, 5: 0.475, 6: 1.859, 10: 3.068, 11: 6.418, 13: 3.801, 15: 0.15, 16: 6.384, 17: 0.746, 18: 1.516, 19: 29.692, 20: 6.207, 21: 0.891, 22: 3.914, 23: 11.236, 24: 0.062, 26: 0.21, 28: 0.136, 29: 1.274, 30: 0.23, 31: 23.814, 33: 3.647, 34: 1.438, 35: 2.555, 36: 9.458, 37: 1.128, 38: 12.407, 40: 7.216, 41: 8.081, 42: 0.731, 43: 1.564, 44: 8.911, 45: 1.925, 46: 1.728, 47: 1.553, 48: 0.382, 49: 2.397, 51: 7.437, 52: 1.996, 53: 1.768, 54: 2.51, 55: 5.707, 56: 1.246, 57: 5.303, 58: 0.246, 59: 5.772, 60: 2.198, 61: 2.365, 63: 1.782, 64: 1.111, 65: 1.221, 67: 0.423, 68: 4.385, 69: 46.892, 70: 0.297, 71: 5.257, 73: 3.095, 74: 0.507, 75: 37.483, 76: 0.914, 80: 0.362, 83: 2.525, 85: 5.253, 86: 1.06, 88: 0.14, 90: 0.68, 92: 1.82, 93: 0.507, 95: 7.658, 96: 4.076, 97: 7.285, 98: 0.135, 99: 3.242, 100: 0.143, 101: 1.012, 102: 1.032, 103: 2.646, 104: 1.516, 105: 0.646, 106: 6.107, 107: 0.85, 108: 3.478, 109: 1.728, 110: 1.909, 111: 1.145, 112: 1.397, 113: 2.029, 115: 27.799, 117: 6.881, 118: 32.235, 119: 3.17, 120: 3.814, 121: 3.709, 122: 0.85, 124: 1.021, 126: 1.688, 127: 1.094, 129: 1.6}",18,12,0.6666666666666666,0.11290322580645161,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 191.286, ""completed"": true, ""code"": ""import numpy\n\ndef sum_product(numbers):\n if len(numbers) == 0:\n return 0, 1\n else:\n return (sum(numbers), numpy.product(numbers))\n\nprint(sum_product([]))"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 146.458, ""completed"": true, ""code"": ""def even_odd_count(num):\n \n # define even_count\n even_count = 0\n \n # define odd_count\n odd_count = 0\n \n # loop through the numbers from 1 to num\n for char in str(num):\n if char in \""13579\"":\n odd_count += 1\n elif char in \""24680\"":\n even_count += 1\n else:\n pass\n \n return even_count, odd_count\n\nprint(even_odd_count(-12))"", ""skipped"": false}, ""1"": {""name"": ""is_bored"", ""time_in_task"": 208.019, ""completed"": true, ""code"": ""def is_bored(S):\n S = S.replace(\""? I \"", \""\u2192\"")\n S = S.replace(\""! I \"", \""\u2192\"")\n S = S.replace(\"". I \"", \""\u2192\"")\n count = 1 if S.startswith(\""I\n for char in S:\n if char == \""\u2192\"":\n count += 1\n return count\n"", ""skipped"": false}, ""2"": {""name"": ""login_authenticator"", ""time_in_task"": 273.295, ""completed"": true, ""code"": ""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n return hash(password)\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n def change_password(self, username, old_password, new_password):\n valid = self.authenticate_user(username, old_password)\n if valid:\n self.user_credentials[username] = self._hash_password(new_password)\n else:\n return F\n"", ""skipped"": false}, ""3"": {""name"": ""is_multiply_prime"", ""time_in_task"": 378.163, ""completed"": true, ""code"": ""from itertools import combinations_with_replacement\n\ndef is_multiply_prime(a):\n\n # Calculate the primes less than 33\n \n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31]\n \n # Get all combinations of these numbers\n for x, y, z in combinations_with_replacement(primes, 3):\n if x * y * z == a:\n reutnr "", ""skipped"": false}, ""4"": {""name"": ""count_nums"", ""time_in_task"": 319.033, ""completed"": true, ""code"": ""def count_nums(arr):\n all_nums = \""\"".join(map(str, arr))\n individualized = [n for n in all_nums]\n negatived = []\n last_negative = 1\n for i in individualized:\n if i == \""-\"":\n last_negative = -1\n continue\n negatived.append(str(i) * last_negative)\n last_negative = 1\n return sum(negatived)"", ""skipped"": false}, ""5"": {""name"": ""table_transform_named"", ""time_in_task"": 331.635, ""completed"": true, ""code"": ""import pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Map the age column in \""Under 18\"" or \""18-25\"" or \""25+\""\n df['age'] = df['age'].apply(lambda x: \""Under 18\"" if x < 18 else \""18-25\"" if x < 25 else \""25+\"")\n\n # Map the color column into three separate columns, \""brown\"" \""blue\"" and \""green\"". The new columns\n # should have a 1 or 0 based on the contents of the original \""color\"" column\n df['blue'] = df['color'].apply(lambda x: 1 if x == 'blue' else 0)\n df['brown'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n df['green'] = df['color'].apply(lambda x: 1 if x == 'green' else 0)\n\n # Delete the color column\n df = df.drop('color', axis=1)\n\n # Round the height column to the nearest integer\n df['height'] = df['height'].apply(lambda x: round(x))\n\n # Take the dates column and replace it with a \""day\"" column that only contains the day\n # from the date\n df['dates'] = pd.to_datetime(df['dates'])\n df['month'] = df['dates'].dt.month\n df['day'] = df['dates'].dt.day\n df = df.drop('dates', axis=1)\n\n # Return the transformed DataFrame\n return df\n\nprint(transform_df(df))\n"", ""skipped"": false}, ""6"": {""name"": ""calculator"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n\n def is_real_number(self, a):\n if isinstance(a, (int, float)):\n # Check that there is no imaginary component\n return a.imag == 0\n else:\n return False\n\n def is_positive_integer(self, a):\n return isinstance(a, int) and a > 0\n\n def add(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if not self.is_real_number(self, a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) / a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if not self.is_positive_integer(a): return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number / a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"", ""skipped"": false}}",3 to 5 years professional programming experience,Intermediate – I can design and implement whole programs,Sometimes (once a week),gpt35,GPT-3.5,6 -Disagree,1,2,0 days 00:42:25,autocomplete_gpt35,autocomplete,6,7,0,"[332.851, 127.053, 508.808, 386.152, 249.752, 244.011]",308.1045,2104.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n return "",""2"":""def sum_product(numbers):\n return sum(numbers) * reduce((lambda x, y: x * y), numbers)"",""3"":""def sum_product(numbers):\n total = 0\n for number in "",""4"":""def sum_product(numbers):\n total = 0\n for number in numbers:\n total += number\n return total"",""5"":""def sum_product(numbers):\n \n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += num\n \n return product + sum"",""6"":""def sum_product(numbers):\n \n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += num\n \n return product + sum\n\nsum_product"",""7"":""def sum_product(numbers):\n \n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += num\n \n return product + sum\n\nsum_product([1, 2, 3, 4]"",""8"":""def sum_product(numbers):\n \n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += num\n \n return product + sum\n\nprint(sum_product([1, 2, 3, 4]))\n# Output: 30"",""9"":""def sum_product(numbers):\n \n product = 1\n sum = 0\n \n for num in numbers:\n prod"",""10"":""def sum_product(numbers):\n \n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += sum\n return sum, product"",""11"":""def sum_product(numbers):\n \n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += sum\n return sum, product\n \n print(sum_product([1, 2, 3, 4])"",""12"":""def sum_product(numbers):\n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += sum\n return sum, product\n \n print(sum_product([1, 2, 3, 4]))"",""13"":""def sum_product(numbers):\n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += num\n return sum, product\n"",""14"":""def even_odd_count(num):\n # your code here\n evenc =0\n oddc = 0\n evenSum = 0\n oddSum = 0\n if num == 0:\n return [0, 0, 0, 0]\n else:\n for i in range(1, num+1"",""15"":""def even_odd_count(num):\n even"",""16"":""def even_odd_count(num):\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n\n return even_count, odd_count"",""17"":""def even_odd_count(num):\n evem_count = 0\n odd_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n\n return even_count, odd_count"",""18"":""def even_odd_count(num):\n evem_count = 0\n odd_count = 0\n for digit in str(abs(num)):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n\n return even_count, odd_count"",""19"":""def is_bored(S):\n return S == \""bored\"""",""20"":""def is_bored(S):\n res = 0\n \n for i in range(len(S)):\n for j in range(len(S[i])):\n \n # check if the current character is 'b'\n if S[i][j] == 'b':\n # find the sum of absolute differences between the current indices and the indices of 'O'\n res += abs"",""21"":""def is_bored(S):\n res = 0\n \n parts = tex"",""22"":""def is_bored(S):\n res = 0\n \n parts = S.split(',')\n \n for i in range(len(parts) - 1):\n if parts[i][-1] in ['?', '!', '.'] and parts[i][-1] == parts[i+1][0]:\n res +=1\n \n return False if res == 0 else True\n\ninp = input(\""Enter sentence:\"")\nprint(is_bored"",""23"":""def is_bored(S):\n res = 0\n \n parts = S.replace("",""24"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replac"",""25"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split"",""26"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for sentenc "",""27"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for part in parts:\n if part."",""28"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for part in parts:\n if part.strip().startswith('I am '):\n res += 1\n \n return res\n\nif __name__ == \""__main__\"":\n S = input()\n print(is_bored(S))"",""29"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for part in parts:\n if part.strip().startswith('I am'):\n res += 1\n \n return res\n\nif __name__ == \""__main__\"":\n S = input()\n print(is_bored(S))"",""30"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res\n\nif __name__ == \""__main__\"":\n S = input()\n print(is_bored())"",""31"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res\n\nif __name__ == \""__main__\"":\n S = input()\n print(is_bored(\""I love this weather so much!! How about you?\""))"",""32"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res > 0"",""33"":""def is_bored(S):\n res = 0\n \n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res"",""34"":""def is_bored(S):\n res = 0\n parts = S.replace('!', '.').replace('?', '.').split('.')\n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res"",""35"":""def is_bored(S):\n res = 0\n s\n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res"",""36"":""def is_bored(S):\n res = 0\n parts = \n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res"",""37"":""def is_bored(S):\n res = 0\n parts = re.split(r)\n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res"",""38"":""def is_bored(S):\n res = 0\n parts = re.split(r'[.!?] ', S)\n \n if not parts or not S.strip():\n return res\n \n for part in parts:\n if part.strip().startswith('I'):\n res += 1\n \n return res"",""39"":""def is_bored(S):\n res = 0\n parts = re.split(r'[.!?] ', S)\n \n for part in parts:\n "",""40"":""def is_bored(S):\n res = 0\n parts = re.split(r'[.!?] ', S)\n \n for part in parts:\n words = part.stri"",""41"":""def is_bored(S):\n res = 0\n parts = re.split(r'[.!?] ', S)\n \n for part in parts:\n words = part.strip().split()\n if wor\n return res > 0"",""42"":""def is_bored(S):\n res = 0\n parts = re.split(r'[.!?] ', S)\n \n for part in parts:\n words = part.strip().split()\n if words and words[0] == 'I':\n \n return res > 0"",""43"":""def is_bored(S):\n res = 0\n parts = re.split(r'[.!?] ', S)\n \n for part in parts:\n words = part.strip().split()\n if words and words[0] == 'I':\n res += 1\n return res"",""44"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n\n def display_users(self):\n # DO NOT CHANGE\n #Displays all the usernames in the authenticator\n for username in self.user_credentials:\n print(username)"",""45"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""46"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n has\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""47"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hash(password)\n return hashed_pwd\n\n def _create_user(self, username, hashed_password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""48"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = \n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""49"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256(password.encode('utf-8')).hexdigest()\n return hashed_pwd\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n self.user_credentials[username] = self._hash_password(password)\n\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""50"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""51"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password).hexdigest()\n return hashed_pwd # hashed password\n\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""52"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""53"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return Falsk\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""54"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_c\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""55"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""56"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""57"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n \n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""58"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""59"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if sel\n return\n"",""60"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(\n return\n"",""61"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials\n return\n"",""62"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] = self._hash_password(new_password)\n return True\n return False # True for changed password\n\n def delete_all_users(self):\n # WRITE CODE HERE\n self.user_credentials.clear()\n\n return\n"",""63"":""def is_multiply_prime(a):"",""64"":""def is_multiply_prime(a):\n def i"",""65"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2"",""66"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, num):\n if num % i == 0:\n return False\n return True\n\n product = 1\n while a > 0:\n product *= a % 10\n a \/\/= 10\n\n return is_prime(product)\n\nif is_multiply_prime(23):\n print(\""23 is"",""67"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in rang"",""68"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1)"",""69"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n "",""70"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n return True\n \n def divide_prime(num):\n factors = []\n divisor = 2\n while divisor <= num:\n if num % divisor == 0:\n if is_prime(divisor):\n factors.append(divisor)\n num \/= divisor\n else:\n break\n else:\n divisor += 1\n if num == 1:\n return factors\n else"",""71"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n return True\n \n primes = []"",""72"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n return True\n \n primes = [num for num in range(2, 100) if]"",""73"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n return True\n \n primes = [num for num in range(2, 100) if is_prime(num)]\n \n for i in range(l"",""74"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n return True\n \n primes = [num for num in range(2, 100) if is_prime(num)]\n \n for i in range(len(primes)):\n for j in range(i, len(primes)):\n if primes[i] * primes[j] == a:\n return True\n return False\nn = int(input(\""Enter a number: \""))\nif(is_multiply_prime(n)):\n print(\""Yes,\"",n,\""is a multiply prime number.\"")\nelse:\n print(\""No,\"",n,\""is not a multiply prime number.\"")"",""75"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n return True\n \n primes = [num for num in range(2, 100) if is_prime(num)]\n \n for i in range(len(primes)):\n for j in range(i, len(primes)):"",""76"":""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n return True\n \n primes = [num for num in range(2, 100) if is_prime(num)]\n \n for i in range(len(primes)):\n for j in range(i, len(primes)):\n for k in range(j, len(primes)):\n if primes[i] * primes[j] * primes[k] == a:\n return True\n return False"",""77"":""def count_nums(arr):"",""78"":""def count_nums(arr):\n def"",""79"":""def count_nums(arr):\n def sum_digits(num):"",""80"":""def count_nums(arr):\n def sum_digits(num):\n if num < 0:\n return sum_digits(-num)\n if num == 0:\n return 0\n return (num % 10 + sum_digits(int(num \/ 10)))\n\n count = 0\n for num in arr:\n if num % sum_digits(num) == 0:\n count += 1\n return count\n\n# example\narr = [22, 15, 16, 28,"",""81"":""def count_nums(arr):\n def sum_digits(num):\n "",""82"":""def count_nums(arr):\n def sum_digits(num):\n num_str = str(abs)"",""83"":""def count_nums(arr):\n def sum_digits(num):\n num_str = str(abs(num))\n digit_sum = sum(int(digit))"",""84"":""def count_nums(arr):\n def sum_digits(num):\n num_str = str(abs(num))\n digit_sum = sum(int(digit) for digit in num_str)\n if num < 0:\n digit_su"",""85"":""def count_nums(arr):\n def sum_digits(num):\n num_str = str(abs(num))\n digit_sum = sum(int(digit) for digit in num_str)\n if num < 0:\n digit_sum -= 2 * int(nu)"",""86"":""def count_nums(arr):\n def sum_digits(num):\n num_str = str(abs(num))\n digit_sum = sum(int(digit) for digit in num_str)\n if num < 0:\n digit_sum -= 2 * int(num_str[0])\n return digit_sum\n return sorted(arr, key=sum_digits)\n\nprint(count_nums([-10, -25, -5, 102])) # prints [-25, -10, 102, -5] "",""87"":""def count_nums(arr):\n def sum_digits(num):\n num_str = str(abs(num))\n digit_sum = sum(int(digit) for digit in num_str)\n if num < 0:\n digit_sum -= 2 * int(num_str[0])\n return digit_sum\n \n count = 0\n for num in arr:\n if sum_"",""88"":""def count_nums(arr):\n def sum_digits(num):\n num_str = str(abs(num))\n digit_sum = sum(int(digit) for digit in num_str)\n if num < 0:\n digit_sum -= 2 * int(num_str[0])\n return digit_sum\n \n count = 0\n for num in arr:\n if sum_digits(num) > 0:\n count += 1\n reur"",""89"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""90"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n # Drop the \""color\"" column\n df = df.drop(columns=[\""color\""])\n \n # Convert the values in the \""dates\"" column to datetime format\n df[\""dates\""] = pd.to_datetime(df[\""dates\""])\n \n # Multiply the values in the \""height\"" column by 2.54 to convert\n\nprint(transform_df(df))\n"",""91"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n\nprint(transform_df(df))\n"",""92"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n\nprint(transform_df(df))\n""},""times"":{""0"":0.0,""1"":120.001,""2"":135.001,""3"":164.998,""4"":180.0,""5"":194.997,""6"":210.0,""7"":225.0,""8"":240.001,""9"":254.997,""10"":269.998,""11"":284.997,""12"":299.997,""13"":314.998,""14"":330.0,""15"":359.999,""16"":375.003,""17"":389.999,""18"":435.002,""19"":449.998,""20"":555.035,""21"":570.036,""22"":585.035,""23"":600.036,""24"":615.036,""25"":630.04,""26"":645.039,""27"":660.04,""28"":675.037,""29"":690.04,""30"":705.038,""31"":720.039,""32"":735.04,""33"":750.043,""34"":810.041,""35"":825.05,""36"":840.045,""37"":855.043,""38"":870.043,""39"":885.042,""40"":900.045,""41"":915.044,""42"":930.044,""43"":945.043,""44"":960.044,""45"":975.044,""46"":1095.048,""47"":1110.051,""48"":1125.049,""49"":1140.048,""50"":1155.048,""51"":1170.049,""52"":1185.048,""53"":1200.049,""54"":1215.049,""55"":1230.05,""56"":1245.053,""57"":1260.055,""58"":1275.055,""59"":1290.055,""60"":1305.052,""61"":1320.051,""62"":1335.052,""63"":1350.053,""64"":1395.056,""65"":1410.054,""66"":1425.055,""67"":1440.056,""68"":1455.053,""69"":1470.055,""70"":1485.059,""71"":1500.058,""72"":1515.055,""73"":1530.059,""74"":1545.056,""75"":1560.059,""76"":1575.059,""77"":1605.059,""78"":1665.059,""79"":1680.059,""80"":1695.06,""81"":1725.059,""82"":1740.06,""83"":1755.062,""84"":1770.061,""85"":1785.063,""86"":1800.06,""87"":1815.066,""88"":1830.062,""89"":1845.068,""90"":1965.069,""91"":1995.068,""92"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""sum_product"",""9"":""sum_product"",""10"":""sum_product"",""11"":""sum_product"",""12"":""sum_product"",""13"":""sum_product"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""is_bored"",""20"":""is_bored"",""21"":""is_bored"",""22"":""is_bored"",""23"":""is_bored"",""24"":""is_bored"",""25"":""is_bored"",""26"":""is_bored"",""27"":""is_bored"",""28"":""is_bored"",""29"":""is_bored"",""30"":""is_bored"",""31"":""is_bored"",""32"":""is_bored"",""33"":""is_bored"",""34"":""is_bored"",""35"":""is_bored"",""36"":""is_bored"",""37"":""is_bored"",""38"":""is_bored"",""39"":""is_bored"",""40"":""is_bored"",""41"":""is_bored"",""42"":""is_bored"",""43"":""is_bored"",""44"":""login_authenticator"",""45"":""login_authenticator"",""46"":""login_authenticator"",""47"":""login_authenticator"",""48"":""login_authenticator"",""49"":""login_authenticator"",""50"":""login_authenticator"",""51"":""login_authenticator"",""52"":""login_authenticator"",""53"":""login_authenticator"",""54"":""login_authenticator"",""55"":""login_authenticator"",""56"":""login_authenticator"",""57"":""login_authenticator"",""58"":""login_authenticator"",""59"":""login_authenticator"",""60"":""login_authenticator"",""61"":""login_authenticator"",""62"":""login_authenticator"",""63"":""is_multiply_prime"",""64"":""is_multiply_prime"",""65"":""is_multiply_prime"",""66"":""is_multiply_prime"",""67"":""is_multiply_prime"",""68"":""is_multiply_prime"",""69"":""is_multiply_prime"",""70"":""is_multiply_prime"",""71"":""is_multiply_prime"",""72"":""is_multiply_prime"",""73"":""is_multiply_prime"",""74"":""is_multiply_prime"",""75"":""is_multiply_prime"",""76"":""is_multiply_prime"",""77"":""count_nums"",""78"":""count_nums"",""79"":""count_nums"",""80"":""count_nums"",""81"":""count_nums"",""82"":""count_nums"",""83"":""count_nums"",""84"":""count_nums"",""85"":""count_nums"",""86"":""count_nums"",""87"":""count_nums"",""88"":""count_nums"",""89"":""table_transform_named"",""90"":""table_transform_named"",""91"":""table_transform_named"",""92"":""table_transform_named""},""time_gaps"":{""0"":0.0,""1"":120.001,""2"":15.0,""3"":29.997,""4"":15.002,""5"":14.997,""6"":15.003,""7"":15.0,""8"":15.001,""9"":14.996,""10"":15.001,""11"":14.999,""12"":15.0,""13"":15.001,""14"":15.002,""15"":29.999,""16"":15.004,""17"":14.996,""18"":45.003,""19"":14.996,""20"":105.037,""21"":15.001,""22"":14.999,""23"":15.001,""24"":15.0,""25"":15.004,""26"":14.999,""27"":15.001,""28"":14.997,""29"":15.003,""30"":14.998,""31"":15.001,""32"":15.001,""33"":15.003,""34"":59.998,""35"":15.009,""36"":14.995,""37"":14.998,""38"":15.0,""39"":14.999,""40"":15.003,""41"":14.999,""42"":15.0,""43"":14.999,""44"":15.001,""45"":15.0,""46"":120.004,""47"":15.003,""48"":14.998,""49"":14.999,""50"":15.0,""51"":15.001,""52"":14.999,""53"":15.001,""54"":15.0,""55"":15.001,""56"":15.003,""57"":15.002,""58"":15.0,""59"":15.0,""60"":14.997,""61"":14.999,""62"":15.001,""63"":15.001,""64"":45.003,""65"":14.998,""66"":15.001,""67"":15.001,""68"":14.997,""69"":15.002,""70"":15.004,""71"":14.999,""72"":14.997,""73"":15.004,""74"":14.997,""75"":15.003,""76"":15.0,""77"":30.0,""78"":60.0,""79"":15.0,""80"":15.001,""81"":29.999,""82"":15.001,""83"":15.002,""84"":14.999,""85"":15.002,""86"":14.997,""87"":15.006,""88"":14.996,""89"":15.006,""90"":120.001,""91"":29.999,""92"":104.932}}",3,4,5,2,7,6,135,10,62,0.16129032258064516,"{1: 2.413, 2: 26.338, 3: 2.235, 4: 6.494, 5: 1.568, 7: 0.805, 8: 4.813, 9: 0.285, 11: 0.253, 12: 0.068, 13: 0.544, 14: 4.029, 15: 32.418, 16: 0.519, 17: 0.065, 18: 5.568, 19: 2.324, 22: 0.06, 24: 0.395, 26: 90.532, 27: 14.092, 30: 20.785, 33: 1.392, 39: 1.033, 41: 8.546, 42: 0.213, 43: 9.598, 45: 1.575, 46: 5.744, 47: 2.486, 48: 8.903, 49: 9.121, 50: 2.065, 51: 3.953, 54: 2.941, 55: 2.324, 56: 5.23, 57: 1.571, 58: 1.177, 59: 2.924, 62: 1.201, 64: 11.576, 65: 1.894, 66: 0.861, 67: 0.801, 68: 11.534, 69: 2.758, 71: 2.907, 73: 3.164, 75: 0.56, 78: 0.506, 81: 2.518, 82: 0.794, 84: 1.35, 90: 0.273, 91: 0.594, 94: 1.155, 96: 0.446, 98: 17.222, 101: 1.418, 102: 9.937, 106: 7.09, 107: 5.598, 108: 7.97, 109: 0.959, 110: 0.676, 111: 2.784, 113: 28.605, 119: 0.385, 123: 4.701, 126: 1.837, 127: 20.438}",0,0,,0.16129032258064516,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 332.851, ""completed"": true, ""code"": ""def sum_product(numbers):\n product = 1\n sum = 0\n \n for num in numbers:\n product *= num\n sum += num\n return sum, product\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 127.054, ""completed"": true, ""code"": ""def even_odd_count(num):\n evem_count = 0\n odd_count = 0\n for digit in str(abs(num)):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n\n return even_count, odd_count"", ""skipped"": false}, ""1"": {""name"": ""is_bored"", ""time_in_task"": 508.808, ""completed"": true, ""code"": ""def is_bored(S):\n res = 0\n parts = re.split(r'[.!?] ', S)\n \n for part in parts:\n words = part.strip().split()\n if words and words[0] == 'I':\n res += 1\n return res"", ""skipped"": false}, ""2"": {""name"": ""login_authenticator"", ""time_in_task"": 386.152, ""completed"": true, ""code"": ""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n hashed_pwd = hashlib.sha256 (password.encode()).hexdigest()\n return hashed_pwd # hashed password\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.user_credentials[username] = self._hash_password(password)\n return True # True for added user\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] = self._hash_password(new_password)\n return True\n return False # True for changed password\n\n def delete_all_users(self):\n # WRITE CODE HERE\n self.user_credentials.clear()\n\n return\n"", ""skipped"": false}, ""3"": {""name"": ""is_multiply_prime"", ""time_in_task"": 249.753, ""completed"": true, ""code"": ""def is_multiply_prime(a):\n def is_prime(num):\n if num < 2:\n return False\n for i in range(2, int(num**0.5) + 1):\n if num % i == 0:\n return False\n return True\n \n primes = [num for num in range(2, 100) if is_prime(num)]\n \n for i in range(len(primes)):\n for j in range(i, len(primes)):\n for k in range(j, len(primes)):\n if primes[i] * primes[j] * primes[k] == a:\n return True\n return False"", ""skipped"": false}, ""4"": {""name"": ""count_nums"", ""time_in_task"": 244.011, ""completed"": true, ""code"": ""def count_nums(arr):\n def sum_digits(num):\n num_str = str(abs(num))\n digit_sum = sum(int(digit) for digit in num_str)\n if num < 0:\n digit_sum -= 2 * int(num_str[0])\n return digit_sum\n \n count = 0\n for num in arr:\n if sum_digits(num) > 0:\n count += 1\n reur"", ""skipped"": false}, ""5"": {""name"": ""table_transform_named"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n\nprint(transform_df(df))\n"", ""skipped"": false}}",3 to 5 years professional programming experience,Intermediate – I can design and implement whole programs,Often (multiple times a week),gpt35,GPT-3.5,7 -Disagree,1,2,0 days 00:37:28,autocomplete_gpt35,autocomplete,3,4,0,"[120.316, 357.852, 1017.172]",498.4466666666667,2104.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n fo"",""2"":""def sum_product(numbers):\n sum = 0\n \n for num in numbers:\n sum += num\n "",""3"":""def sum_product(numbers):\n sum = 0\n product = 1\n for num in numbers:\n sum += num\n product *= num\n return sum, product\n\nif __name__ == \""__main__\"":\n nums = [10, 20, 30]\n sums, product = sum_product(nums)\n print(f'sum {sums}, product {product}')\n\n "",""4"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n "",""5"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n od"",""6"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n # if condition to check if Num is 0 then return count of even and odd as 1 and 0 respectively.\n if (num == 0):\n return 1, 0\n\n # loop while the num is"",""7"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ "",""8"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ "",""9"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ 2\n return even, "",""10"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ 2\n return (even, odd)"",""11"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ 2\n return (even, odd)\n \ndef main():\n print("",""12"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ 2\n return (even, odd)\n \ndef main():\n print(even_odd_count(-123)\n \n \nif __name__ == \""__main__\"":\n main()\n "",""13"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ 2\n return (even, odd)\n \ndef main():\n print(even_odd_count(-123))\n \n \nif __name__ == \""__main__\"":\n main()\n "",""14"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n print(num)\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ 10\n return (even, odd)\n \ndef main():\n print(even_odd_count(-123))\n \n \nif __name__ == \""__main__\"":\n main()\n "",""15"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n \n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ 10\n return (even, odd)\n \ndef main():\n print(even_odd_count(-123))\n \n \nif __name__ == \""__main__\"":\n main()\n "",""16"":""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n if (num == 0):\n o += 1\n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num \/\/ 10\n return (even, odd)\n \ndef main():\n print(even_odd_count(-123))\n \n \nif __name__ == \""__main__\"":\n main()\n "",""17"":""def is_bored(S):\n if \""anime\"" in S or \""meme\"" in S or \""videogame\"" in S:\n return False\n else:\n return True"",""18"":""def is_bored(S):\n for word in S:\n if '.' in "",""19"":""def is_bored(S):\n for word in S:\n if '.' in word "",""20"":""def is_bored(S):\n \n for word in S:\n if ('.' or '!' or '?') in word:"",""21"":""def is_bored(S):\n end = 0\n bo\n for word in S:\n if ('.' or '!' or '?') in word:\n end = 1\n "",""22"":""def is_bored(S):\n end = 0\n boredoms = 0\n for word in S:\n if end and wo\n if ('.' or '!' or '?') in word:\n end = 1\n "",""23"":""def is_bored(S):\n end = 0\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n if ('.' or '!' or '?') in word:\n end = 1\n \n \nS = ['hi im james. why carl, how are you? I flew by to say hi!', 'what about you dan? told me to many off-topic stories']\n \n "",""24"":""def is_bored(S):\n end = 0\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n if ('.' or '!' or '?') in word:\n end = 1\n \n "",""25"":""def is_bored(S):\n end = 0\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n continue\n if ('.' or '!' or '?') in word:\n end = 1\n return boredoms\n \n \n "",""26"":""def is_bored(S):\n end = 0\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n continue\n if ('.' or '!' or '?') in word:\n end = 1\n return boredoms\n\nprint(is_bored(\""The sky is blue. The sun is hs\n \n \n "",""27"":""def is_bored(S):\n end = 0\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n continue\n if ('.' or '!' or '?') in word:\n end = 1\n return boredoms\n\nprint(is_bored(\""The sky is blue. I sun is shining. I love this weather\""))\n \n \n "",""28"":""def is_bored(S):\n end = 0\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n continue\n if ('.' or '!' or '?') in word:\n end = 1\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather\""))\n \n \n "",""29"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n continue\n if ('.' or '!' or '?') in word:\n end = 1\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather\""))\n \n \n "",""30"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n continue\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather\""))\n \n \n "",""31"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather\""))\n \n \n "",""32"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n print(\""here\"")\n end = 1\n else:\n end = 0\n\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather\""))\n \n \n "",""33"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n print(\""here\"")\n end = 1\n else:\n end = 0\n\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""34"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""35"":""def is_bored(S):\n end = 1\n boredoms = 0\n count = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n count +=\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""36"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n count += 1\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""37"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""38"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if end and boredoms > 0:\n boredoms -= 1\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""39"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""40"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n print(wo\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""41"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""42"":""def is_bored(S):\n end = 1\n boredoms = 0\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n word+= 1\n else:\n end = 0\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""43"":""def is_bored(S):\n end = 1\n boredoms = 0\n s\n for word in S:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""44"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\nprint(is_bored(\""I sky is blue. I sun is shining. I love this weather.\""))\n \n \n "",""45"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \n \n"",""46"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \n \nmain():\n print(is_bored(\""Hello"",""47"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \n \nmain():\n print(is_bored(\""Hello world\""))\n print(is_bored(\""The sky is blue. I like i"",""48"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \nmain():\n print(is_bored(\""Hello world\""))\n print(is_bored(\""The sky is blue. I like it\""))"",""49"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Hello world\""))\n print(is_bored(\""The sky is blue. I like it\""))"",""50"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Hello world\""))\n \nmain()"",""51"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue?\""))\n \nmain()"",""52"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n count = 0\n for word in S:\n if space:\n space = 0\n continue\n if end and word == 'I':\n print(count)\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue?\""))\n \nmain()"",""53"":""def is_bored(S):\n end = 1\n boredoms = 0\n space = 0\n count = 0\n for word in S:\n print(word)\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue?\""))\n \nmain()"",""54"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n space = 0\n count = 0\n for word in S:\n print(word)\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue?\""))\n \nmain()"",""55"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n space = 0\n count = 0\n for word in s:\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue?\""))\n \nmain()"",""56"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n print(word)\n if space:\n space = 0\n continue\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n space = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""57"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n print(word)\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n if end == 0 and count != 0:\n boredoms += 1\n if end == 0 and count == 0:\n boredoms += 0\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""58"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n print(word)\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n print(here)\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""59"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if (. or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""60"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '! or ?) in word:\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""61"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n print(word)\n print(count)\n count += 1\n if end and word == 'I':\n boredoms += 1\n end = 0\n if ('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""62"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n print(word[-1])\n if end and word == 'I':\n boredoms += 1\n end = 0\n if word[-('.' or '!' or '?') in word:\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""63"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if word[-1] == ('.' or '!' or '?'):\n print(\""here\"")\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""64"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if word[-1] == ('?') or w:\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""65"":""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if word[-1] == ('?') or word[-1] == ('.') or word[-1] == ('!'):\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"",""66"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n\ndef main():\n # WRITE CODE HERE\n pass\n\nif __name__ == \""__main__\"":\n main()\n"",""67"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n \n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""68"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""69"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return\n else:\n self.username = username\n self.password = password\n return\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""70"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = password\n return\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""71"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self.password\n return\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""72"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n \n return\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""73"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.\n return\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""74"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""75"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credential\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""76"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n \n else:\n return false\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""77"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return true\n else:\n return false\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""78"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return true\n else:\n return false\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n for key,value in self.user_credentials:\n if key == username:\n self.user_credentials[key] = self._hash_password(new_password)\n else:\n return False\n\n \n return\n"",""79"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return true\n else:\n return false\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n self.user_credentials[user] = self._hash_password(new_password)\n return true\n else:\n return False\n\n \n return\n"",""80"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return true\n else:\n return false\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n new_password = \n self.user_credentials[username] = self._hash_password(new_password)\n return true\n else:\n return False\n\n \n return\n"",""81"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return true\n else:\n return false\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n new_password = self._hash_password(new_password)\n self.user_credentials[username] = self._hash_password(new_password)\n return true\n else:\n return False\n\n \n return\n"",""82"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def hesab\u0131m_ekleme(self):\n # DO NOT CHANGE\n #COT39SP19\n self.user_credentials['toruk2019'] =\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return true\n else:\n return false\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n new_password = self._hash_password(new_password)\n self.user_credentials[username] = self._hash_password(new_password)\n return true\n else:\n return False\n\n"",""83"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return true\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return true\n else:\n return false\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n if self.authenticate_user(username, old_password):\n new_password = self._hash_password(new_password)\n self.user_credentials[username] = self._hash_password(new_password)\n return true\n else:\n return False\n\n"",""84"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return false\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n"",""85"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # DO NOT CHANGE\n hash_ = 0\n for c in password:\n hash_ += ord(c)\n\n return hash_\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n self.username = username\n self.password = self._hash_password(password)\n self.user_credentials[username] = self.password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n if username in self.user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n\n"",""86"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""87"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if self._authenticate_user(\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""88"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_crede\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""89"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._a\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""90"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n return \n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""91"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n self.user_credentials(u\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""92"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n self.user_credentials[username] = credentials\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""93"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n self.user_credentials[username] = password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""94"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n self.user_credentials[username] = password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if use\n \n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""95"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n self.user_credentials[username] = password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self._user_credentials:\n \n else:\n return False\n \n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""96"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n self.user_credentials[username] = password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self._user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n \n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n \n"",""97"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n self.user_credentials[username] = password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self._user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n \n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n \n""},""times"":{""0"":0.0,""1"":60.001,""2"":75.001,""3"":90.002,""4"":122.292,""5"":137.291,""6"":152.292,""7"":167.292,""8"":197.293,""9"":212.293,""10"":238.106,""11"":268.107,""12"":283.107,""13"":373.11,""14"":388.11,""15"":439.87,""16"":459.867,""17"":477.104,""18"":522.105,""19"":537.105,""20"":552.105,""21"":567.106,""22"":582.105,""23"":597.106,""24"":612.106,""25"":630.541,""26"":645.542,""27"":660.541,""28"":675.54,""29"":690.54,""30"":705.541,""31"":752.293,""32"":767.288,""33"":842.291,""34"":857.291,""35"":917.294,""36"":932.294,""37"":947.294,""38"":977.295,""39"":992.295,""40"":1030.832,""41"":1045.833,""42"":1060.833,""43"":1075.833,""44"":1090.833,""45"":1125.157,""46"":1140.158,""47"":1155.159,""48"":1170.16,""49"":1197.251,""50"":1234.64,""51"":1251.413,""52"":1266.413,""53"":1281.414,""54"":1311.414,""55"":1328.778,""56"":1343.778,""57"":1358.778,""58"":1373.778,""59"":1388.779,""60"":1403.78,""61"":1418.781,""62"":1433.78,""63"":1448.781,""64"":1463.781,""65"":1478.781,""66"":1495.317,""67"":1555.319,""68"":1570.319,""69"":1615.32,""70"":1630.32,""71"":1645.321,""72"":1660.321,""73"":1675.32,""74"":1690.319,""75"":1705.318,""76"":1720.318,""77"":1735.319,""78"":1750.318,""79"":1795.32,""80"":1810.321,""81"":1825.321,""82"":1840.321,""83"":1874.219,""84"":1889.219,""85"":1916.061,""86"":1933.457,""87"":1948.457,""88"":1963.457,""89"":1978.457,""90"":1993.458,""91"":2008.458,""92"":2023.458,""93"":2038.458,""94"":2053.459,""95"":2068.458,""96"":2083.469,""97"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""even_odd_count"",""5"":""even_odd_count"",""6"":""even_odd_count"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""is_bored"",""18"":""is_bored"",""19"":""is_bored"",""20"":""is_bored"",""21"":""is_bored"",""22"":""is_bored"",""23"":""is_bored"",""24"":""is_bored"",""25"":""is_bored"",""26"":""is_bored"",""27"":""is_bored"",""28"":""is_bored"",""29"":""is_bored"",""30"":""is_bored"",""31"":""is_bored"",""32"":""is_bored"",""33"":""is_bored"",""34"":""is_bored"",""35"":""is_bored"",""36"":""is_bored"",""37"":""is_bored"",""38"":""is_bored"",""39"":""is_bored"",""40"":""is_bored"",""41"":""is_bored"",""42"":""is_bored"",""43"":""is_bored"",""44"":""is_bored"",""45"":""is_bored"",""46"":""is_bored"",""47"":""is_bored"",""48"":""is_bored"",""49"":""is_bored"",""50"":""is_bored"",""51"":""is_bored"",""52"":""is_bored"",""53"":""is_bored"",""54"":""is_bored"",""55"":""is_bored"",""56"":""is_bored"",""57"":""is_bored"",""58"":""is_bored"",""59"":""is_bored"",""60"":""is_bored"",""61"":""is_bored"",""62"":""is_bored"",""63"":""is_bored"",""64"":""is_bored"",""65"":""is_bored"",""66"":""login_authenticator"",""67"":""login_authenticator"",""68"":""login_authenticator"",""69"":""login_authenticator"",""70"":""login_authenticator"",""71"":""login_authenticator"",""72"":""login_authenticator"",""73"":""login_authenticator"",""74"":""login_authenticator"",""75"":""login_authenticator"",""76"":""login_authenticator"",""77"":""login_authenticator"",""78"":""login_authenticator"",""79"":""login_authenticator"",""80"":""login_authenticator"",""81"":""login_authenticator"",""82"":""login_authenticator"",""83"":""login_authenticator"",""84"":""login_authenticator"",""85"":""login_authenticator"",""86"":""login_authenticator"",""87"":""login_authenticator"",""88"":""login_authenticator"",""89"":""login_authenticator"",""90"":""login_authenticator"",""91"":""login_authenticator"",""92"":""login_authenticator"",""93"":""login_authenticator"",""94"":""login_authenticator"",""95"":""login_authenticator"",""96"":""login_authenticator"",""97"":""login_authenticator""},""time_gaps"":{""0"":0.0,""1"":60.001,""2"":15.0,""3"":15.001,""4"":32.29,""5"":14.999,""6"":15.001,""7"":15.0,""8"":30.001,""9"":15.0,""10"":25.813,""11"":30.001,""12"":15.0,""13"":90.003,""14"":15.0,""15"":51.76,""16"":19.997,""17"":17.237,""18"":45.001,""19"":15.0,""20"":15.0,""21"":15.001,""22"":14.999,""23"":15.001,""24"":15.0,""25"":18.435,""26"":15.001,""27"":14.999,""28"":14.999,""29"":15.0,""30"":15.001,""31"":46.752,""32"":14.995,""33"":75.003,""34"":15.0,""35"":60.003,""36"":15.0,""37"":15.0,""38"":30.001,""39"":15.0,""40"":38.537,""41"":15.001,""42"":15.0,""43"":15.0,""44"":15.0,""45"":34.324,""46"":15.001,""47"":15.001,""48"":15.001,""49"":27.091,""50"":37.389,""51"":16.773,""52"":15.0,""53"":15.001,""54"":30.0,""55"":17.364,""56"":15.0,""57"":15.0,""58"":15.0,""59"":15.001,""60"":15.001,""61"":15.001,""62"":14.999,""63"":15.001,""64"":15.0,""65"":15.0,""66"":16.536,""67"":60.002,""68"":15.0,""69"":45.001,""70"":15.0,""71"":15.001,""72"":15.0,""73"":14.999,""74"":14.999,""75"":14.999,""76"":15.0,""77"":15.001,""78"":14.999,""79"":45.002,""80"":15.00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116: 2.843, 117: 3.551, 119: 4.473, 120: 1.589}",0,0,,0.16129032258064516,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 120.317, ""completed"": true, ""code"": ""def sum_product(numbers):\n sum = 0\n product = 1\n for num in numbers:\n sum += num\n product *= num\n return sum, product\n\nif __name__ == \""__main__\"":\n nums = [10, 20, 30]\n sums, product = sum_product(nums)\n print(f'sum {sums}, product {product}')\n\n "", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 357.855, ""completed"": true, ""code"": ""def even_odd_count(num):\n # convert the number to positive if needed\n num = abs(num)\n\n # initialize count of even and odd to 0.\n even = 0\n odd = 0\n if (num == 0):\n o += 1\n # run code until num is greater than 0.\n while num > 0:\n if num % 2 == 0:\n even = even + 1\n else:\n odd = odd + 1 \n num = num // 10\n return (even, odd)\n \ndef main():\n print(even_odd_count(-123))\n \n \nif __name__ == \""__main__\"":\n main()\n "", ""skipped"": false}, ""1"": {""name"": ""is_bored"", ""time_in_task"": 1017.173, ""completed"": true, ""code"": ""def is_bored(S):\n s = S.split()\n end = 1\n boredoms = 0\n count = 0\n for word in s:\n if end and word == 'I':\n boredoms += 1\n end = 0\n if word[-1] == ('?') or word[-1] == ('.') or word[-1] == ('!'):\n end = 1\n else:\n end = 0\n return boredoms\n\n \n \ndef main():\n print(is_bored(\""Is the sky blue? I love it\""))\n \nmain()"", ""skipped"": false}, ""2"": {""name"": ""login_authenticator"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n else:\n password = self._hash_password(password)\n self.user_credentials[username] = password\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username in self._user_credentials:\n self.user_credentials.pop(username)\n return True\n else:\n return False\n \n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n \n"", ""skipped"": false}}",3 to 5 years professional programming experience,Intermediate – I can design and implement whole programs,Rarely (once a month),gpt35,GPT-3.5,8 -Neutral,1,8,0 days 00:39:03,autocomplete_gpt35,autocomplete,3,7,1,"[555.062, 615.117, 188.191]",452.79,2115.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):https:\/\/codeinterface-85b5e.web.app\/\n sum = 0\n product = 1\n for i in numbers:\n sum += i\n product *= i\n return sum, product\nnumbers = [1, 2, 3, 4, 5]\nsum, product = sum_product(numbers)\nprint(sum, product) #prints 15 120"",""2"":""def sum_product(n):"",""3"":""def sum_product(1st):"",""4"":""def sum_product(1st):\n if not first "",""5"":""def sum_product(1st):\n if not first or type(first) != list:\n return -1\n s = 0\n p = 1\n for i in first:\n s += i\n p *= i\n return (s,p)"",""6"":""def sum_product(1st):\n if not first \n return 0\n sum = 0\n product = 1\n for num in 1st:\n sum +="",""7"":""def sum_product(1st):\n if not first"",""8"":""def sum_product(1st):\n if not first "",""9"":""def sum_product(1st):\n if not first or len(first) == 0:\n return 0, 0\n a = sum(first)\n b = 1\n for i in first:\n b = b * i\n return a, b"",""10"":""def sum_product(1st):\n if not first "",""11"":""def sum_product(lst):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)\n`"",""12"":""def sum_product(lst):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)\nprint(sum_product([5, 10])) # (15, 50)"",""13"":""def sum_product(lst):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"",""14"":""def sum_product(n):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"",""15"":""def sum_product(number):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"",""16"":""def sum_product(number_list):\n sum_result = sum(number_list)\n product_result = 1\n for num in number_list:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([1, 2, 3, 4])) # (10, 24)\n):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"",""17"":""def sum_product(number_list):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"",""18"":""def sum_product(1st):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"",""19"":""def sum_product (1st):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"",""20"":""def sum_product(lst):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"",""21"":""def even_odd_count(num):\n ''' returns a tuple with even and odd numbers '''\n #intiate a list\n listx=[0,0]\n for i in num:\n # as even numbers have 0 remainder when divided by 2\n if i%2==0:\n #count even numbers\n listx[0]+=1\n # as odd numbers have 1"",""22"":""def even_odd_count(num):"",""23"":""def even_odd_count(num):\n even_count = 0\n odd_count = 0\n\n # Convert the number to a string to iterate over its digits\n digits = str(abs(num))\n\n for digit in digits:\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n\n return (even_count, odd_count)\n\nprint(even_odd_count(-12)) # (1, 1)\nprint(even_odd_count(123)) # (1, 2)"",""24"":""def is_bored(S):\n for c in S:\n if c != \"":O\"" :\n return \""No\""\n return \""Yes\""\n\n\n\nis_bored((\"":O :O :O\"")) # Should return \""Yes\""\n"",""25"":""def count_boredoms(string): sentences = string.split('. ') # Split the string into sentences count = 0 for sentence in sentences: if sentence.startswith('I '): # Check if the sentence starts with 'I ' count += 1 return count # Example usage: string1 = \""Hello world\"" string2 = \""The sky is blue. The sun is shining. I love this weather\"" num_boredoms1 = count_boredoms(string1) num_boredoms2 = count_boredoms(string2) print(num_boredoms1) # Output: 0 print(num_boredoms2) # Output: 1 "",""26"":""def count_boredoms(string):\n sentences = string.split('. ') # Split the string into sentences\n count = 0\n for sentence in sentences:\n if sentence.startswith('I '): # Check if the sentence starts with 'I '\n count += 1\n return count\n\n# Example usage:\nstring = \""The sky is blue. The sun is shining. I love this weather\""\nnum_boredoms = count_boredoms(string)\nprint(num_boredoms) # Output: 1"",""27"":""\nprint(\""Take your time, learn to code\"")\n"",""28"":""def is_bored(str):\n delimiters = ['.', '?', '!']\n count = 0\n for deli in delimiters:\n sentences = str.split(deli)\n for sentence in sentences:\n words = sentence.lstrip().split() # remove leading whitespace and split into words\n if len(words) > 0 and words[0] == 'I':\n count += 1\n return count > 0"",""29"":""def is_bored(str):\n delimiters = ['.', '?', '!']\n count = 0\n for deli in delimiters:\n sentences = str.split(deli)\n for sentence in sentences:\n words = sentence.lstrip().split() # remove leading whitespace and split into words\n if len(words) > 0 and words[0] == 'I':\n count += 1\n return count"",""30"":""def is_bored(str):\n delimiters = ['.', '?', '!']\n count = 0\n for deli in delimiters:\n sentences = str.split(deli)\n for sentence in sentences:\n words = sentence.lstrip().split() # remove leading whitespace and split into words\n if len(words) > 0 and words[0] == 'i':\n count += 1\n return count"",""31"":""def is_bored(s):\n # Splitting by delimiters including the space after them\n sentences = [sent for deli in ('. ', '! ', '? ') for sent in s.split(deli) if sent]\n \n # Count the number of sentences that start with 'I'\n count = 0\n for sentence in sentences:\n words = sentence.lstrip().split() \n if len(words) > 0 and words[0] == 'I':\n count += 1\n return count >= 3"",""32"":""def is_bored(s):\n # Splitting by delimiters including the space after them\n sentences = [sent for deli in ('. ', '! ', '? ') for sent in s.split(deli) if sent]\n \n # Count the number of sentences that start with 'I'\n count = 0\n for sentence in sentences:\n words = sentence.lstrip().split() \n if len(words) > 0 and words[0] == 'I':\n count += 1\n return count"",""33"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""34"":""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # A dictionary mapping usernames to hashed passwords.\n self.user_credentials = dict()\n\n def _hash_password(self, password):\n # Hash the password using SHA256\n return hashlib.sha256(password.encode()).hexdigest()\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False # Username already exists\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def remove_user(self, username):\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] = self._hash_password(new_password)\n return True\n return False\n\n def authenticate_user(self, username, password):\n # This method will return True if username and password match, False otherwise.\n if username in self.user_credentials and self.user_credentials[username] == self._hash_password(password):\n return True\n return False"",""35"":""def is_multiply_prime(a):\n assert a > 0\n\n if a < 2:\n return False\n elif a == 2:\n return True\n else:\n for i in range(2, (a \/\/ 2) + 1):\n if a % i == 0:\n return False if isinstance(i, int) else True\n return True if isinstance((a \/\/ ((a \/\/ 2) +"",""36"":""def is_multiply_prime(num):\n primes = []\n for i in range(2, num):\n if len(primes) == 3:\n break\n if num % i == 0:\n is_prime = True\n for j in range(2, i):\n if i % j == 0:\n is_prime = False\n break\n if is_prime:\n primes.append(i)\n return len(primes) == 3"",""37"":""def is_multiply_prime(num):\n primes = []\n for i in range(2, num):\n if len(primes) == 3:\n break\n if num % i == 0:\n is_prime = True\n for j in range(2, i):\n if i % j == 0:\n is_prime = False\n break\n if is_prime:\n primes.append(i)\n return len(primes) == 3\nnumber_inp = int(input(\""Input a number: \""))\n\nprint(\""The greatest three factor of {}\"".format(number_inp) + \"" until now is\"", greater_mul_prime(number_inp))\n\n \n \n "",""38"":""def is_multiply_prime(num):\n def is_prime(n):\n if n < 2:\n return False\n for i in range(2, int(n**0.5) + 1):\n if n % i == 0:\n return False\n return True\n\n prime_count = 0\n for i in range(2, num):\n if is_prime(i) and num % i == 0:\n prime_count += 1\n if prime_count == 3:\n return True\n\n return False"",""39"":""def is_multiply_prime(num):\n def is_prime(n):\n if n < 2:\n return False\n for i in range(2, int(n**0.5) + 1):\n if n % i == 0:\n return False\n return True\n\n prime_count = 0\n for i in range(2, num):\n if is_prime(i) and num % i == 0:\n prime_count += 1\n if prime_count == 3:\n return True\n\n return False""},""times"":{""0"":0.0,""1"":30.0,""2"":67.12,""3"":82.127,""4"":97.119,""5"":127.12,""6"":157.12,""7"":187.119,""8"":232.127,""9"":262.128,""10"":277.122,""11"":337.119,""12"":352.123,""13"":367.119,""14"":382.122,""15"":397.119,""16"":412.121,""17"":427.12,""18"":472.128,""19"":487.119,""20"":532.128,""21"":547.12,""22"":562.128,""23"":1147.119,""24"":1162.127,""25"":1252.12,""26"":1297.12,""27"":1387.601,""28"":1612.127,""29"":1628.598,""30"":1673.533,""31"":1762.127,""32"":1790.193,""33"":1807.12,""34"":1972.124,""35"":1987.119,""36"":2047.12,""37"":2062.122,""38"":2153.337,""39"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""sum_product"",""9"":""sum_product"",""10"":""sum_product"",""11"":""sum_product"",""12"":""sum_product"",""13"":""sum_product"",""14"":""sum_product"",""15"":""sum_product"",""16"":""sum_product"",""17"":""sum_product"",""18"":""sum_product"",""19"":""sum_product"",""20"":""sum_product"",""21"":""even_odd_count"",""22"":""even_odd_count"",""23"":""even_odd_count"",""24"":""is_bored"",""25"":""is_bored"",""26"":""is_bored"",""27"":""is_bored"",""28"":""is_bored"",""29"":""is_bored"",""30"":""is_bored"",""31"":""is_bored"",""32"":""is_bored"",""33"":""login_authenticator"",""34"":""login_authenticator"",""35"":""is_multiply_prime"",""36"":""is_multiply_prime"",""37"":""is_multiply_prime"",""38"":""is_multiply_prime"",""39"":""is_multiply_prime""},""time_gaps"":{""0"":0.0,""1"":30.0,""2"":37.12,""3"":15.007,""4"":14.992,""5"":30.001,""6"":30.0,""7"":29.999,""8"":45.008,""9"":30.001,""10"":14.994,""11"":59.997,""12"":15.004,""13"":14.996,""14"":15.003,""15"":14.997,""16"":15.002,""17"":14.999,""18"":45.008,""19"":14.991,""20"":45.009,""21"":14.992,""22"":15.008,""23"":584.991,""24"":15.008,""25"":89.993,""26"":45.0,""27"":90.481,""28"":224.526,""29"":16.471,""30"":44.935,""31"":88.594,""32"":28.066,""33"":16.927,""34"":165.004,""35"":14.995,""36"":60.001,""37"":15.002,""38"":91.215,""39"":-53.337}}",2,16,7,15,8,15,315,0,25,0.0,"{1: 5.325, 2: 4.595, 4: 1.262, 6: 5.299, 7: 34.968, 8: 24.347, 9: 5.869, 10: 16.427, 11: 0.992, 12: 4.472, 14: 5.739, 16: 5.013, 17: 0.591, 18: 1.179, 19: 1.959, 20: 0.608, 22: 0.411, 23: 3.457, 25: 5.798, 26: 77.523, 27: 42.774, 28: 1.528, 29: 221.813, 31: 3.033, 32: 2.918, 33: 4.81, 34: 5.609, 36: 1.384, 37: 54.904, 39: 0.545, 40: 0.45}",0,0,,0.0,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 555.064, ""completed"": true, ""code"": ""def sum_product(lst):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 615.128, ""completed"": true, ""code"": ""def even_odd_count(num):\n even_count = 0\n odd_count = 0\n\n # Convert the number to a string to iterate over its digits\n digits = str(abs(num))\n\n for digit in digits:\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n\n return (even_count, odd_count)\n\nprint(even_odd_count(-12)) # (1, 1)\nprint(even_odd_count(123)) # (1, 2)"", ""skipped"": false}, ""1"": {""name"": ""is_bored"", ""time_in_task"": 637.776, ""completed"": false, ""code"": ""def is_bored(s):\n # Splitting by delimiters including the space after them\n sentences = [sent for deli in ('. ', '! ', '? ') for sent in s.split(deli) if sent]\n \n # Count the number of sentences that start with 'I'\n count = 0\n for sentence in sentences:\n words = sentence.lstrip().split() \n if len(words) > 0 and words[0] == 'I':\n count += 1\n return count"", ""skipped"": true}, ""2"": {""name"": ""login_authenticator"", ""time_in_task"": 188.193, ""completed"": true, ""code"": ""import hashlib\n\nclass LoginAuthenticator:\n def __init__(self):\n # A dictionary mapping usernames to hashed passwords.\n self.user_credentials = dict()\n\n def _hash_password(self, password):\n # Hash the password using SHA256\n return hashlib.sha256(password.encode()).hexdigest()\n\n def add_user(self, username, password):\n if username in self.user_credentials:\n return False # Username already exists\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def remove_user(self, username):\n if username in self.user_credentials:\n del self.user_credentials[username]\n return True\n return False\n\n def change_password(self, username, old_password, new_password):\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] = self._hash_password(new_password)\n return True\n return False\n\n def authenticate_user(self, username, password):\n # This method will return True if username and password match, False otherwise.\n if username in self.user_credentials and self.user_credentials[username] == self._hash_password(password):\n return True\n return False"", ""skipped"": false}, ""3"": {""name"": ""is_multiply_prime"", ""time_in_task"": 0, ""completed"": false, ""code"": ""def is_multiply_prime(num):\n def is_prime(n):\n if n < 2:\n return False\n for i in range(2, int(n**0.5) + 1):\n if n % i == 0:\n return False\n return True\n\n prime_count = 0\n for i in range(2, num):\n if is_prime(i) and num % i == 0:\n prime_count += 1\n if prime_count == 3:\n return True\n\n return False"", ""skipped"": false}}",3 to 5 years professional programming experience,Advanced – I can design and implement a complex system architecture,Often (multiple times a week),gpt35,GPT-3.5,9 -Agree,1,4,0 days 00:44:22,autocomplete_gpt35,autocomplete,6,7,0,"[47.266, 290.58, 422.632, 556.172, 396.323, 293.853]",334.471,2107.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n \n soucet = 0\n soucin = 1\n for x in numbers:\n soucet += x\n soucin *= x \n result = soucet, soucin\n print (result)\n \n # CODE EXECUTION STARTS HERE \n\nif __name__ == '__main__':\n sum_product([2, 3, 4])\n\n"",""2"":""def sum_product(numbers):\n \n soucet = 0\n soucin = 1\n for x in numbers:\n soucet += x\n soucin *= x \n result = soucet, soucin\n print (result)\n return re\n\n"",""3"":""def even_odd_count(num):\n \n counter = []\n if num>0 and not num%2:\n counter.append(1)\n elif num>0 and num%2:\n counter.append(0)\n elif num<0 and not num"",""4"":""def even_odd_count(num):\n "",""5"":""def even_odd_count(num):\n if \n "",""6"":""def even_odd_count(num):\n \n number = int(num)\n \n even = 0\n odd = 0\n \n while (number > 0): \n \n rem = number % 10\n \n number = int(number \/ 10)\n \n if (rem % 2 == 0): \n even += 1 \n else: \n odd += 1\n \n return \"" The number of odd digits : \"" + str(odd) + \""\\n\"" + \"" The number of even digits : \"" + str(even)\n# remember put every function\n "",""7"":""def even_odd_count(num):\n \n number = int(num)\n \n even = 0\n odd = 0\n \n while (number > 0): \n \n rem = number % 10\n \n number = int(number \/ 10)\n \n if (rem % 2 == 0): \n even += 1 \n else: \n odd += 1\n \n return (even, od\n\n "",""8"":""def even_odd_count(num):\n \n number = int(num)\n \n even = 0\n odd = 0\n \n while (number > 0): \n \n rem = number % 10\n \n number = int(number \/ 10)\n \n if (rem % 2 == 0): \n even += 1 \n else: \n odd += 1\n \n return (even, odd)\n\n "",""9"":""def even_odd_count(num):\n \n number = abs(int(num)) \n \n even = 0\n odd = 0\n \n while (number > 0): \n \n rem = number % 10\n \n number = int(number \/ 10)\n \n if (rem % 2 == 0): \n even += 1 \n else: \n odd += 1\n \n return (even, odd)\n\n "",""10"":""def even_odd_count(num):\n \n number = abs(int(num))\n \n even = 0\n odd = 0\n \n while (number > 0): \n \n rem = number % 10\n \n number = int(number \/ 10)\n \n if (rem % 2 == 0): \n even += 1 \n else: \n odd += 1\n \n return (even, odd)\n\npr"",""11"":""def even_odd_count(num):\n \n number = abs(int(num))\n \n even = 0\n odd = 0\n \n while (number > 0): \n \n rem = number % 10\n \n number = int(number \/ 10)\n \n if (rem % 2 == 0): \n even += 1 \n else: \n odd += 1\n \n return (even, odd)\n\nprint(even_odd_count(10))"",""12"":""def even_odd_count(num):\n \n number = abs(int(num))\n \n even = 0\n odd = 0\n \n while (number > 0): \n \n rem = number % 10\n \n number = int(number \/ 10)\n \n if (rem % 2 == 0): \n even += 1 \n else: \n odd += 1\n \n return (even, odd)\n\n"",""13"":""def is_bored(S):\n \n if S > 7:\n return True\n else:\n return False\n \nuser_str = input(\""Enter Text: \"")\nnums = input(\""Enter number\"")\nprint(is_bored(len(user_str) \/ float(nums)))"",""14"":""def is_bored(S):\n if len(S) < 2 or len(S) > 20:\n return \""Invalid input\"" \n S = S.strip(\"" \"")\n if \"" \"" in S:\n return \""Not Bored\"" \n return \""Bored\"""",""15"":""def is_bored(S):\n start = F\n for s in S:\n if"",""16"":""def is_bored(S):\n is_started = True\n \n for s in S:\n if"",""17"":""def is_bored(S):\n is_started = True\n c\n for s in S:\n if"",""18"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n eli"",""19"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n elif s in ['!','.','?']"",""20"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n elif s in ['!','.','?']:\n is_started = T"",""21"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n elif s ==\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False"",""22"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n return cnt"",""23"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt"",""24"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am'))"",""25"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?'))"",""26"":""def is_bored(S):\n is_started = True\n cnt = 0\n for s in S:\n if s == 'I' and is_started:\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""27"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n if s == 'I' and is_started:\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""28"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""29"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n if idx == len(S) - 2:\n break\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""30"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n if idx == len(S) - 1:\n break\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""31"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n print(idx, s)\n if idx == len(S) - 1:\n break\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""32"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n print(idx)\n if idx == len(S) - 1:\n break\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""33"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n if idx == len(S) - 1:\n break\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""34"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n if idx == len(S) - 1:\n print(idx, len(S))\n break\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""35"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n print(idx, )\n if idx == len(S) - 1:\n break\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""36"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n print(idx, len(S))\n if idx == len(S) - 1:\n break\n if s == 'I' and is_started and s[idx+1] == ' ':\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""37"":""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n if idx == len(S) - 1:\n break\n if s == 'I' and is_started and S[idx+1] in [']:\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"",""38"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n\n"",""39"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""40"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n \n # WRITE CODE HERE\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""41"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n \n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""42"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""43"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n \n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""44"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n # This is a temporary solution, and should never be done in production code\n # Bad projects will use MD5 \""encruption\"" - DO NOT USE IT \n import hashlib\n password = hashlib.md5(password.encode())\n \n \n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""45"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #Returns SHA256(via hashlib.sha256()) hash of the given password \n \n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""46"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n # Return a hash of the inputted password\n return\n\n def add_credentials(self, username, password):\n # DO NOT CHANGE\n # Adds a new set of credentials (username, hashed password) to the user_credentials dictionary\n\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""47"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n \n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""48"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""49"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""50"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return self.user_credentials.pop(username, None)\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""51"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return self.user_credentials.pop(username, None)\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(old_password) and True and self.add_user(username, new_password)\n\n# PLEASE ADD main CODE HERE, DO NOT CHANGE THE FUNCTIONS GIVEN \n\nif __name__ == '__main__':\n # WRITE CODE HERE\n"",""52"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return self.user_credentials.pop(username, None)\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(old_password) and True and self.add_user(username, new_password)\n\n"",""53"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return self.user_credentials.pop(username, None)\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(old_password) and True and self.add_user(username, new_password)\n\n\n\n\n\n"",""54"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def verify_password(self, username, password):\n if username not in self.user_credentials\n return self.user_credentials[username] == self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return self.user_credentials.pop(username, None)\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(old_password) and True and self.add_user(username, new_password)\n\n"",""55"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return self.user_credentials.pop(username, None)\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(old_password) and True and self.add_user(username, new_password)\n\n"",""56"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username not in self.user_credentials:\n return False\n return self.user_credentials.pop(username, None)\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(old_password) and True and self.add_user(username, new_password)\n\n"",""57"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username not in self.user_credentials:\n return False\n else:\n self.user_credentials.pop(username, None)\n return True\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return self.user_credentials[username] == self._hash_password(old_password) and True and self.add_user(username, new_password)\n\n"",""58"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username not in self.user_credentials:\n return False\n else:\n self.user_credentials.pop(username, None)\n return True\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] = self._hash_password(new_password)\n return True\n else:\n return False\n"",""59"":""def is_multiply_prime(a):"",""60"":""def is_multiply_prime(a):\n # Task 2 - Generate prime numbers\n listed = [2]\n for i in range(3, a):\n for j in listed:\n if i % j == 0:\n break\n else:\n listed.append(i)\n print(listed)\n # Task 3 - calculate products\n # Prints the product of prime numbers in list 'listed'\n product = 1\n for"",""61"":""def is_multiply_prime(a):\n \n if a < 0:\n return False\n if a == 2:\n return True\n if a == 3:\n return True\n if a == 5:\n return True\n if a == "",""62"":""def is_multiply_prime(a):\nse:\n return False\ndef is_prime(a):\n for x in range(2,a):\n if a%x==0:\n return False\n return True \nprint(is_multiply_prime(11))\n "",""63"":""def is_multiply_prime(a):\n a = int(a)\n if a % 2 == 0:\n print(2)\n for i in range(3, int(a**0.5)+1, 2):\n if a % i == 0:\n print(i)"",""64"":""def is_multiply_prime(a):\n a = "",""65"":""def is_multiply_prime(a):\n for i in range()"",""66"":""def is_multiply_prime(a):\n primes = []\n for i in range(100):"",""67"":""def is_multiply_prime(a):\n primes_less_than_100 = []\n n = 2\n for i in range(100):"",""68"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = \n \n for i in range(100):"",""69"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 9\n for i in range(100):"",""70"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n "",""71"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while a not in prim"",""72"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while a not in primes_less_than_one_hundred:\n for x in primes_less_than_one_hundred:\n if a % x ==0"",""73"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while a not in primes_less_than_one_hundred:\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n "",""74"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while a not in primes_less_than_one_hundred:\n flag = \n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n "",""75"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n "",""76"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n primes_less_than_one_hundred.pop(x)\n if cnt > 2:\n break\n if a > 100:\n return False\n else:\n return True\n\n# Add is_prime function and the necessary code after this line\ndef is_prime(a):\n for val in range(2,a):\n if (a % val) == 0:\n return False\n else:\n return True\n "",""77"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n primes_less_than_one_hundred.pop(x)\n f\n if a == 1:\n break\n if \n "",""78"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n primes_less_than_one_hundred.pop(x)\n flag = True\n if a == 1:\n break\n if flag is False:\n reu\n "",""79"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n primes_less_than_one_hundred.pop(x)\n flag = True\n if a == 1:\n break\n if flag is False:\n return False\n if cnt == 3:\n return True\n "",""80"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n primes_less_than_one_hundred.pop(x)\n print(primes_less_than_one_hundred)\n flag = True\n if a == 1:\n break\n if flag is False:\n return False\n if cnt == 3:\n return True\n\nprint(is_mult)"",""81"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n primes_less_than_one_hundred.pop(x)\n print(primes_less_than_one_hundred)\n flag = True\n if a == 1:\n break\n if flag is False:\n return False\n if cnt == 3:\n return True\n\nprint(is_multiply_prime(5))\nprint(is_multiply_prime(25))\nprint(is_multiply_prime(3))"",""82"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n primes_less_than_one_hundred.pop(x)\n print(primes_less_than_one_hundred)\n flag = True\n if a == 1:\n break\n if flag is False:\n return False\n if cnt == 3:\n return True\n return False\n\nprint(is_multiply_prime(5))"",""83"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n primes_less_than_one_hundred.remove(x)\n print(primes_less_than_one_hundred)\n flag = True\n if a == 1:\n break\n if flag is False:\n return False\n if cnt == 3:\n return True\n return False\n\nprint(is_multiply_prime(5))"",""84"":""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a \/= x\n cnt +=1\n flag = True\n if a == 1:\n break\n if flag is False:\n return False\n if cnt == 3:\n return True\n return False\n\nprint(is_multiply_prime(5))"",""85"":""def count_nums(arr):\n return len(arr)\n"",""86"":""def count_nums(arr):\n\tamount = 0 \n\tfor i in range(len(arr)): # going through the entire list \n\t\tif arr[i]%2 == 0:\n\t\t\tamount += 1 \n\t\n\treturn amount\n\n\nif __name__ == '__main__':\n\tcount_nums([])\t\n\n"",""87"":""def count_nums(arr):\n \n glovar = 0\n \n for a in arr:\n # Your code here\n if(type(a) == type(0)):\n glovar = glovar + 1\n #Don't edit your code above and Don't write any other code below this line.\n return glovar\n"",""88"":""def count_nums(arr):\n \n counts = {}\n for item in arr:\n if item in counts:\n counts[item] += 1\n else:\n counts[item] = 0\n return counts\n\narr = [1,2,3,4,1,1,2,0,2,5,3,4,2,0"",""89"":""def count_nums(arr):\n for "",""90"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n "",""91"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n "",""92"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str("",""93"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str(num)\n summ = 0\n for x in s:\n "",""94"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str(num)\n summ = -ints[0]\n for x in s:\n summ += \n "",""95"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str(num)\n summ = (-1) * int(s[0])\n for x in s[1:]:\n summ += int(x)\n "",""96"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str(num)\n summ = (-1) * int(s[0])\n for x in s[1:]:\n summ += int(x)\n else:\n s = str(num)\n for x in s:\n summ += int(x)\n return summ\n \n "",""97"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str(num)\n summ = (-1) * int(s[0])\n for x in s[1:]:\n summ += int(x)\n if summ > 0:\n cnt \n else:\n cnt += 1\n \n "",""98"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str(num)\n summ = (-1) * int(s[0])\n for x in s[1:]:\n summ += int(x)\n if summ > 0:\n cnt += 1\n else:\n cnt += 1\n return cnt\n "",""99"":""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str(num)\n summ = (-1) * int(s[1])\n for x in s[2:]:\n summ += int(x)\n if summ > 0:\n cnt += 1\n \n else:\n cnt += 1\n return cnt\n "",""100"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""101"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n# Expected output\n\n # age color dates height\n# 0 1 blue 2019-03-06 1-5\n# 1 4 blue 2019-03-05 >100\n# 2 4 green 2019-03-10 >100"",""102"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n# Expected output\n\n # age color dates height\n# 0 1 blue 2019-03-06 1-5\n# 1 4 blue 2019-03-05 >100\n# 2 4 green 2019-03-10 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4.093, 2: 4.649, 3: 3.633, 4: 11.114, 5: 1.16, 6: 4.236, 7: 1.918, 11: 11.618, 12: 14.868, 14: 0.181, 15: 3.425, 16: 1.359, 18: 0.929, 20: 1.212, 22: 0.393, 24: 1.057, 25: 2.563, 26: 9.428, 27: 0.432, 29: 1.869, 31: 1.04, 32: 1.643, 33: 1.036, 34: 0.266, 35: 17.993, 36: 5.553, 37: 1.451, 38: 10.296, 39: 5.595, 40: 56.452, 41: 31.261, 43: 4.763, 44: 22.637, 45: 1.603, 46: 1.592, 47: 0.808, 48: 0.771, 49: 2.479, 50: 0.992, 51: 1.336, 52: 2.719, 53: 2.199, 54: 0.202, 55: 1.605, 56: 0.639, 57: 2.417, 58: 1.006, 59: 1.879, 60: 1.682, 61: 1.121, 62: 2.464, 63: 2.779, 64: 2.867, 65: 2.14, 66: 1.212, 67: 4.807, 68: 2.469, 69: 1.384, 70: 1.968, 71: 3.3, 72: 7.319, 73: 1.47, 74: 7.794, 75: 15.112, 76: 66.234, 77: 7.847, 78: 0.095, 79: 3.992, 81: 11.756, 82: 2.377, 83: 8.04, 84: 0.646, 85: 0.417, 86: 3.76, 87: 1.626, 88: 1.256, 89: 14.603, 90: 17.223, 91: 6.833, 93: 1.617, 95: 2.778, 97: 2.471, 98: 0.197, 99: 3.544, 100: 12.715, 101: 3.853, 102: 2.93, 103: 0.953, 104: 2.489, 105: 1.852, 106: 0.836, 107: 1.493, 108: 1.984, 111: 0.527, 113: 3.916, 114: 1.051, 115: 2.616, 118: 2.357, 119: 6.533, 120: 1.755, 121: 0.832, 124: 61.718, 125: 9.223, 126: 6.858, 128: 4.752, 129: 6.379, 130: 1.743, 131: 1.384, 132: 4.751, 134: 4.773, 136: 1.915, 138: 2.169, 139: 2.332, 140: 0.22}",58,10,0.1724137931034483,0.07894736842105263,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 47.266, ""completed"": true, ""code"": ""def sum_product(numbers):\n \n soucet = 0\n soucin = 1\n for x in numbers:\n soucet += x\n soucin *= x \n result = soucet, soucin\n print (result)\n return re\n\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 290.58, ""completed"": true, ""code"": ""def even_odd_count(num):\n \n number = abs(int(num))\n \n even = 0\n odd = 0\n \n while (number > 0): \n \n rem = number % 10\n \n number = int(number / 10)\n \n if (rem % 2 == 0): \n even += 1 \n else: \n odd += 1\n \n return (even, odd)\n\n"", ""skipped"": false}, ""1"": {""name"": ""is_bored"", ""time_in_task"": 422.633, ""completed"": true, ""code"": ""def is_bored(S):\n is_started = True\n cnt = 0\n for idx, s in enumerate(S):\n if idx == len(S) - 1:\n break\n if s == 'I' and is_started and S[idx+1] in [']:\n cnt +=1\n elif s == ' ':\n continue\n elif s in ['!','.','?']:\n is_started = True\n else:\n is_started = False\n \n return cnt\n\nprint(is_bored('The. I am?h with my friends!'))\nprint(is_bored('I am bored! I I I I I I!'))"", ""skipped"": false}, ""2"": {""name"": ""login_authenticator"", ""time_in_task"": 556.173, ""completed"": true, ""code"": ""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n return \""\\u25A0\"" + password + \""\\u25A0\""\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n if username in self.user_credentials:\n return False\n self.user_credentials[username] = self._hash_password(password)\n return True\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n if username not in self.user_credentials:\n return False\n else:\n self.user_credentials.pop(username, None)\n return True\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n #DO NOT TRY TO FIX THIS, THIS WILL BREAK IT\n if self.authenticate_user(username, old_password):\n self.user_credentials[username] = self._hash_password(new_password)\n return True\n else:\n return False\n"", ""skipped"": false}, ""3"": {""name"": ""is_multiply_prime"", ""time_in_task"": 396.324, ""completed"": true, ""code"": ""def is_multiply_prime(a):\n primes_less_than_one_hundred = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41,\n 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97]\n cnt = 0\n while True:\n flag = False\n for x in primes_less_than_one_hundred:\n if a % x ==0:\n a /= x\n cnt +=1\n flag = True\n if a == 1:\n break\n if flag is False:\n return False\n if cnt == 3:\n return True\n return False\n\nprint(is_multiply_prime(5))"", ""skipped"": false}, ""4"": {""name"": ""count_nums"", ""time_in_task"": 293.854, ""completed"": true, ""code"": ""def count_nums(arr):\n cnt = 0\n for num in arr:\n if num < 0:\n s = str(num)\n summ = (-1) * int(s[1])\n for x in s[2:]:\n summ += int(x)\n if summ > 0:\n cnt += 1\n \n else:\n cnt += 1\n return cnt\n "", ""skipped"": false}, ""5"": {""name"": ""table_transform_named"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n# Expected output\n\n # age color dates height\n# 0 1 blue 2019-03-06 1-5\n# 1 4 blue 2019-03-05 >100\n# 2 4 green 2019-03-10 >100"", ""skipped"": false}}",11 to 15 years professional programming experience,Advanced – I can design and implement a complex system architecture,Sometimes (once a week),gpt35,GPT-3.5,10 -Disagree,2,3,0 days 00:40:56,autocomplete_gpt35,autocomplete,3,5,1,"[249.316, 175.612, 633.999]",352.9756666666667,2108.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n "",""2"":""def sum_product(numbers):\n running_sum = 0\n running_prod = 1\n \n for num in inu"",""3"":""def sum_product(numbers):\n running_sum = 0\n running_prod = 1\n \n for num in numbers:\n running_sum = running_sum+num\n "",""4"":""def sum_product(numbers):\n running_sum = 0\n running_prod = 1\n \n for num in numbers:\n running_sum = running_sum+num\n running_prod = running_prod*num\n return(running_prod, running_prod)\n"",""5"":""def sum_product(numbers):\n running_sum = 0\n running_prod = 1\n \n for num in numbers:\n running_sum = running_sum+num\n running_prod = running_prod*num\n return(running_sum, running_prod)\n"",""6"":""def sum_product(numbers):\n running_sum = 0\n running_prod = 1\n \n for num in numbers:\n running_sum = running_sum+num\n running_prod = running_prod*num\n return (running_sum, running_prod)\n"",""7"":""def sum_product(numbers):\n running_sum = 0\n running_prod = 1\n \n for num in numbers:\n running_sum = running_sum+num\n running_prod = running_prod*num\n return (running_sum, running_prod)\n\n"",""8"":""def sum_product(numbers):\n running_sum = 0\n running_prod = 1\n \n for num in numbers:\n running_sum = running_sum+num\n running_prod = running_prod*num\n return (running_sum, running_prod)\n\nprint(sum_product([1,2,3]))"",""9"":""def even_odd_count(num):"",""10"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n while num > 0:\n\n # Using modulus to get the remainder \n r ="",""11"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n while num > 0:\n\n # Using modulus to get the remainder \n r = num % 10\n\n # If the remainder is divisible by 2 without leaving a remainder, the number is even\n if r % 2 == 0:\n even_count += 1\n \n # If the remainder is not divisible by 2, the number is odd\n else:\n odd_count += 1\n \n # Floor-dividing the number\n num \/\/= 10\n \n # Returning a tuple of the even count and odd count\n return (even_count, odd_count)\n\n# Testing the function with different numbers\n"",""12"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n while num > 0:\n\n # Using modulus to get the remainder \n r ="",""13"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n full_in"",""14"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n full_int = str(num)\n for char in full_int:\n \n # converting char to int\n single_digit = int(char)\n\n # checking if the single digit is even\n if (single_digit % 2 == 0):\n\n # incrementing even count\n even_count += 1\n \n # checking if the single digit is odd\n"",""15"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n full_int = str(num)\n for char in full_int:\n \n # converting char to int\n single_digit = int(char)\n\n # checking if the single digit is even\n if (single_digit % 2 == 0):\n\n # incrementing even count\n even_count += 1\n \n # checking if the single digit is odd\n else:\n odd_count = "",""16"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n full_int = str(num)\n for char in full_int:\n \n # converting char to int\n single_digit = int(char)\n\n # checking if the single digit is even\n if (single_digit % 2 == 0):\n\n # incrementing even count\n even_count += 1\n \n # checking if the single digit is odd\n else:\n odd_count += 1\n return(even_count, odd_count)"",""17"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n full_int = str(num)\n for char in full_int:\n \n # converting char to int\n single_digit = int(char)\n\n # checking if the single digit is even\n if (single_digit % 2 == 0):\n\n # incrementing even count\n even_count += 1\n \n # checking if the single digit is odd\n else:\n odd_count += 1\n \n return(even_count, odd_count)"",""18"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n num = np.abs(num)\n \n full_int = str(num)\n for char in full_int:\n \n # converting char to int\n single_digit = int(char)\n\n # checking if the single digit is even\n if (single_digit % 2 == 0):\n\n # incrementing even count\n even_count += 1\n \n # checking if the single digit is odd\n else:\n odd_count += 1\n \n return(even_count, odd_count)"",""19"":""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n if num<0:\n num = -num\n \n full_int = str(num)\n for char in full_int:\n \n # converting char to int\n single_digit = int(char)\n\n # checking if the single digit is even\n if (single_digit % 2 == 0):\n\n # incrementing even count\n even_count += 1\n \n # checking if the single digit is odd\n else:\n odd_count += 1\n \n return(even_count, odd_count)"",""20"":""def count_nums(arr):\n count = 0\n for num in arr:\n if num.isdigit():\n count += 1\n return count\n\narr = [\""apple\"", \""123\"", \""cat\"", \""456\""]\nprint(count_nums(arr)) # output: 2\n"",""21"":""def count_nums(arr):\n "",""22"":""def count_nums(arr):\n for num in arr\n for num2 in arr\n if num2 == num\n count += 1\n\n return count\n"",""23"":""def count_nums(arr):\n for num in arr:\n for "",""24"":""def count_nums(arr):\n for num in arr:\n num_str "",""25"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n for "",""26"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n for char in num_str\n if char == '1':\n count += 1\n return count\n\n# example usage and output\nnums = [11, 22, 33, 41, 15, 16]\nprint(count_nums(nums))\n# output: 6 "",""27"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n for char in num_str\n \n "",""28"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n for char in num_str\n running_sum+=int(char)\n if running_sum % 2 == 0:\n count+=1\n \n return count\n "",""29"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n for char in num_str\n running_sum+=int(char)\n \n if runnging_sum > 0:\n count \n \n return count\n "",""30"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n for char in num_str:\n running_sum+=int(char)\n \n if runnging_sum > 0:\n count += 1\n return count\n "",""31"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n neg = False\n if num_str[0] == '-':\n neg = True\n num_str = num_str[1:]\n\n for char in num_str:\n running_sum+=int(char)\n \n if runnging_sum > 0:\n count += 1\n return count\n "",""32"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n neg = False\n if num\n for char in num_str:\n running_sum+=int(char)\n \n if runnging_sum > 0:\n count += 1\n return count\n "",""33"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n neg = num<0\n for char in num_str:\n if neg\n running_sum+=int(char)\n \n if runnging_sum > 0:\n count += 1\n return count\n "",""34"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n neg = num<0\n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""35"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n neg = -1\n for i, char in enumerate(num_str):\n if char == \""-\"":\n neg = i\n \n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""36"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n neg = -1\n if num_str[0] == '-':\n neg = True\n num_str = num_str[1]\n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""37"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n \n \n \n if num_str[0] == '-':\n neg = True\n num_str = num_str[1]\n \n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""38"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n\n \n \n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""39"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n running_sum = 0\n neg = False\n if num < 0:\n neg = True\n \n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""40"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n \n neg = False\n if num_str[0] == '-':\n neg = True\n num_str = num_str[1:]\n \n running_sum = 0\n \n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""41"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n \n \n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""42"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n \n for char in num_str:\n if neg == False:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""43"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n \n for char in num_str:\n if neg == False:\n \n num= int(num_str)\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""44"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n \n running_sum = 0\n \n for char in num_str:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""45"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n running_sum = 0\n \n for char in num_str:\n \n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""46"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n running_sum = 0\n neg = False\n for char in num_str:\n if char == \""=\"":\n neg \n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""47"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n running_sum = 0\n neg = False\n for char in num_str:\n if char == \""=\"":\n neg = True\n if neg:\n \n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""48"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n running_sum = 0\n neg = False\n for char in num_str:\n if char == \""=\"":\n neg = True\n if neg:\n \n running_sum-=int(char)\n else:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""49"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n running_sum = 0\n neg = False\n for char in num_str:\n if char == \""-\"":\n neg = True\n if neg:\n \n running_sum-=int(char)\n \n else:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""50"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n running_sum = 0\n neg = False\n for char in num_str:\n if char == \""-\"":\n neg = True\n else\n if neg:\n \n running_sum-=int(char)\n else:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""51"":""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n running_sum = 0\n neg = False\n for char in num_str:\n if char == \""-\"":\n neg = True\n else:\n if neg:\n \n running_sum-=int(char)\n neg = False\n else:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "",""52"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n\nif \""__main__\"" == __name__:\n # main function should test the calculator class\n # Example:\n cal = Calculator()\n cal.add(5)\n print(cal.current_number)\n cal.multiply(2)\n print(cal.current_number)\n cal.undo_last_operation()\n print(cal.current_number)\n cal.divide(2)\n cal.add(7)\n print(cal.current_number)\n cal.undo_last_k_operations(3)\n print(cal.current_number)"",""53"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""54"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n if last_operation[1] == \""add\"":\n self.current_number -= last_operation[0] + 20\n elif last_operation[1] == \""subtract\"":\n self.current_number += last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number **= last_operation[0]\n else:\n self.current_number *= last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""55"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n if last_operation[1] == \""add\"":\n self.current_number -= last_operation[0] + self.current_numbe\n elif last_operation[1] == \""subtract\"":\n self.current_number += last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number **= last_operation[0]\n else:\n self.current_number *= last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""56"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n if last_operation[1] == \""add\"":\n self.current_number -= last_operation[0] + 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + (last_operation[0] * 10)\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1 \/ last_operation[0])\n else:\n self.current_number = self.current_number \/ 2 * last_operation[0]\n \n def logself.current_number\n elif last_operation[1] == \""subtract\"":\n self.current_number += last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number **= last_operation[0]\n else:\n self.current_number *= last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""57"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n if last_operation[1] == \""add\"":\n self.current_number -= last_operation[0] + self.current_number\n elif last_operation[1] == \""subtract\"":\n self.current_number += last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number **= last_operation[0]\n else:\n self.current_number *= last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""58"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number=. \n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""59"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""60"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n print(last_operation)\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""61"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""62"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n try\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""63"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""64"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if is_n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""65"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if not is_numeric(a):\n raise ValueError(\""Invalid input - input must be numeric\"")\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""66"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if not is_numeric(a):\n pass\n else\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""67"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if not is(a):\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""68"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if not isnumerical(a):\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""69"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) != int:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""70"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) != int:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if typa != 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""71"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) != int:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if a != 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""72"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) != int:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if a != 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""73"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) == int:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""74"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) == str or a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a\n def add_twenty(self, a):\n if type(a) == str or a == 0 or a < 5:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""75"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n# Output:\ncol1,col2,col3,col4,col5\n1,2,5.3881673400335695,3,6\n0,5,4.191945"",""76"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""77"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n return df\n\nprint(transform_df(df))\n"",""78"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add th\n return df\n\nprint(transform_df(df))\n"",""79"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add the last thre columns\n \n df['col6'] = df['col3'] + df['col4']\n df['col7'] = df['col1'] * df['col2']\n df['col8'] = 10 - df['col5']\n \n return df\n\nprint(transform_df(df))\n"",""80"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add the last thre columns\n \n return df\n\nprint(transform_df(df))\n"",""81"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col6'] = df['col3'] + df['col4'] + df['col5']\n \n # Square values in col1 and col2\n \n df['col1'] = df['col1'] ** 2\n df['col2'] = df['col2'] ** 2\n \n return df\n\nprint(transform_df(df))\n"",""82"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n new_col = df['col3'] + df['col4'] + df['col5']\n \n #use insert() to add new column at position 3\n \n df.insert(3,\""col6\"",new_col)\n \n # Create new column by taking the square root of col6\n df[\""col7\""] = [round((x ** (1\/2)),\n \n return df\n\nprint(transform_df(df))\n"",""83"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n new_col = df['col3'] + df['col4'] + df['col5']\n \n #use\n \n return df\n\nprint(transform_df(df))\n"",""84"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n \n return df\n\nprint(transform_df(df))\n"",""85"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n\n \n \n return df\n\nprint(transform_df(df))\n"",""86"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # Add two empty rows at bottom\n \n df = df.append(pd.Series([]), ignore_index=True)\n df = df.append(pd.Series([]), ignore_index=True)\n \n # Sort the DataFrame in descending order by col2\n \n df = df.sort_values(by=['col2'], ascending=False)\n\n \n \n return df\n\nprint(transform_df(df))\n"",""87"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # Add two empty rows at of list\n \n df.loc[len(df.index)] = ['','','']\n df.loc[len(df.index)] = ['','','']\n \n # Transpose the DataFrame\n \n df = df.transpose()\n \n # Create new DataFrame with\n \n\n \n \n return df\n\nprint(transform_df(df))\n"",""88"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # Add two empty rows at of list with index 0 and -1\n \n df.loc[-1] = [None] * len(df.columns)\n df.index = df.index + 1\n df = df.sort_index()\n df.loc[0] = [None] * len(df.columns)\n \n # Reset index\n \n df\n \n\n \n \n return df\n\nprint(transform_df(df))\n"",""89"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n add\n \n\n \n \n return df\n\nprint(transform_df(df))\n"",""90"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # ad [0,0,0,0] to bottom of df\n \n \n new_row = {'col1': 0, 'col2': 0, 'col3': 0}\n df = df.append(new_row, ignore_index=True)\n \n # Add [0,0,0] to 'top' of df\n \n \n \n df.loc[-1] = [0, 0,\n \n\n \n \n return df\n\nprint(transform_df(df))\n"",""91"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # add [0,0,0,0] to bottom of df, make index also 0\n \n \n \n\n \n \n return df\n\nprint(transform_df(df))\n"",""92"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # append [0,0,0,0] to bottom of df, make index also 0\n df.loc['0'] = [0,0,0,0]\n df = df.reset_index(drop=True)\n\n\n \n \n return df\n\nprint(transform_df(df))\n"",""93"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # append [0,0,0,0] to bottom of df\n \n \n \n\n\n \n \n return df\n\nprint(transform_df(df))\n"",""94"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # append [0,0,0,0] to bottom of dataframe\n \n \n df.loc[len(df)]= [0,0,0,0]\n \n # Reset the index of the dataframe\n df = df.reset_index(drop=True)\n \n # Sort the dataframe by col\n \n \n \n\n\n \n \n return df\n\nprint(transform_df(df))\n"",""95"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # append [0,0,0,0] to bottom of dataframe\n \n \n df.loc[len(df)]= [0,0,0,0]\n df.loc[len(df)]= [0,0,0,0]\n\n\n \n \n return df\n\nprint(transform_df(df))\n"",""96"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # append [0,0,0,0] to bottom of dataframe\n \n \n df.loc[len(df)]= [0,0,0,0]\n df.loc[len(df)]= [0,0,0,0]\n\n\n \n \n return df\n\nprint(transform_df(df))\n""},""times"":{""0"":0.0,""1"":44.996,""2"":104.998,""3"":119.996,""4"":134.998,""5"":150.0,""6"":165.0,""7"":209.997,""8"":224.999,""9"":239.999,""10"":254.997,""11"":269.999,""12"":284.999,""13"":299.997,""14"":315.001,""15"":330.0,""16"":345.003,""17"":360.0,""18"":390.001,""19"":404.998,""20"":420.002,""21"":495.0,""22"":510.0,""23"":525.001,""24"":540.0,""25"":555.001,""26"":570.0,""27"":585.002,""28"":600.002,""29"":615.0,""30"":635.419,""31"":660.001,""32"":675.002,""33"":690.003,""34"":705.0,""35"":720.003,""36"":735.005,""37"":765.001,""38"":795.002,""39"":810.003,""40"":825.002,""41"":855.001,""42"":900.002,""43"":915.006,""44"":930.007,""45"":945.003,""46"":960.006,""47"":975.002,""48"":990.006,""49"":1005.006,""50"":1020.003,""51"":1035.003,""52"":1050.003,""53"":1110.007,""54"":1215.012,""55"":1230.005,""56"":1245.007,""57"":1260.008,""58"":1290.008,""59"":1306.586,""60"":1320.009,""61"":1395.009,""62"":1500.006,""63"":1515.01,""64"":1545.006,""65"":1560.01,""66"":1575.01,""67"":1590.012,""68"":1605.007,""69"":1620.007,""70"":1665.008,""71"":1680.008,""72"":1695.01,""73"":1710.007,""74"":1725.009,""75"":1740.009,""76"":1800.009,""77"":1815.009,""78"":1829.999,""79"":1844.998,""80"":1859.993,""81"":1874.993,""82"":1889.995,""83"":1904.996,""84"":1919.995,""85"":1934.995,""86"":1949.994,""87"":1964.996,""88"":1979.995,""89"":1994.997,""90"":2009.998,""91"":2024.998,""92"":2039.998,""93"":2054.998,""94"":2069.999,""95"":2087.302,""96"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""sum_product"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""count_nums"",""21"":""count_nums"",""22"":""count_nums"",""23"":""count_nums"",""24"":""count_nums"",""25"":""count_nums"",""26"":""count_nums"",""27"":""count_nums"",""28"":""count_nums"",""29"":""count_nums"",""30"":""count_nums"",""31"":""count_nums"",""32"":""count_nums"",""33"":""count_nums"",""34"":""count_nums"",""35"":""count_nums"",""36"":""count_nums"",""37"":""count_nums"",""38"":""count_nums"",""39"":""count_nums"",""40"":""count_nums"",""41"":""count_nums"",""42"":""count_nums"",""43"":""count_nums"",""44"":""count_nums"",""45"":""count_nums"",""46"":""count_nums"",""47"":""count_nums"",""48"":""count_nums"",""49"":""count_nums"",""50"":""count_nums"",""51"":""count_nums"",""52"":""calculator"",""53"":""calculator"",""54"":""calculator"",""55"":""calculator"",""56"":""calculator"",""57"":""calculator"",""58"":""calculator"",""59"":""calculator"",""60"":""calculator"",""61"":""calculator"",""62"":""calculator"",""63"":""calculator"",""64"":""calculator"",""65"":""calculator"",""66"":""calculator"",""67"":""calculator"",""68"":""calculator"",""69"":""calculator"",""70"":""calculator"",""71"":""calculator"",""72"":""calculator"",""73"":""calculator"",""74"":""calculator"",""75"":""table_transform_unnamed2"",""76"":""table_transform_unnamed2"",""77"":""table_transform_unnamed2"",""78"":""table_transform_unnamed2"",""79"":""table_transform_unnamed2"",""80"":""table_transform_unnamed2"",""81"":""table_transform_unnamed2"",""82"":""table_transform_unnamed2"",""83"":""table_transform_unnamed2"",""84"":""table_transform_unnamed2"",""85"":""table_transform_unnamed2"",""86"":""table_transform_unnamed2"",""87"":""table_transform_unnamed2"",""88"":""table_transform_unnamed2"",""89"":""table_transform_unnamed2"",""90"":""table_transform_unnamed2"",""91"":""table_transform_unnamed2"",""92"":""table_transform_unnamed2"",""93"":""table_transform_unnamed2"",""94"":""table_transform_unnamed2"",""95"":""table_transform_unnamed2"",""96"":""table_transform_unnamed2""},""time_gaps"":{""0"":0.0,""1"":44.996,""2"":60.002,""3"":14.998,""4"":15.002,""5"":15.002,""6"":15.0,""7"":44.997,""8"":15.002,""9"":15.0,""10"":14.998,""11"":15.002,""12"":15.0,""13"":14.998,""14"":15.004,""15"":14.999,""16"":15.003,""17"":14.997,""18"":30.001,""19"":14.997,""20"":15.004,""21"":74.998,""22"":15.0,""23"":15.001,""24"":14.999,""25"":15.001,""26"":14.999,""27"":15.002,""28"":15.0,""29"":14.998,""30"":20.419,""31"":24.582,""32"":15.001,""33"":15.001,""34"":14.997,""35"":15.003,""36"":15.002,""37"":29.996,""38"":30.001,""39"":15.001,""40"":14.999,""41"":29.999,""42"":45.001,""43"":15.004,""44"":15.001,""45"":14.996,""46"":15.003,""47"":14.996,""48"":15.004,""49"":15.0,""50"":14.997,""51"":15.0,""52"":15.0,""53"":60.004,""54"":105.005,""55"":14.993,""56"":15.002,""57"":15.001,""58"":30.0,""59"":16.578,""60"":13.423,""61"":75.0,""62"":104.997,""63"":15.004,""64"":29.996,""65"":15.004,""66"":15.0,""67"":15.002,""68"":14.995,""69"":15.0,""70"":45.001,""71"":15.0,""72"":15.002,""73"":14.997,""74"":15.002,""75"":15.0,""76"":60.0,""77"":15.0,""78"":14.99,""79"":14.999,""80"":14.995,""81"":15.0,""82"":15.002,""83"":15.001,""84"":14.999,""85"":15.0,""86"":14.999,""87"":15.002,""88"":14.999,""89"":15.002,""90"":15.001,""91"":15.0,""92"":15.0,""93"":15.0,""94"":15.001,""95"":17.303,""96"":12.698}}",20,5,12,2,13,18,350,10,74,0.13513513513513514,"{1: 7.462, 3: 1.41, 5: 4.995, 8: 0.152, 9: 0.644, 10: 3.443, 11: 0.073, 12: 3.515, 13: 13.921, 14: 1.766, 16: 0.15, 17: 2.669, 18: 6.151, 20: 0.367, 21: 1.37, 23: 1.687, 24: 73.302, 27: 4.73, 28: 2.861, 29: 1.931, 33: 9.276, 35: 1.584, 37: 0.056, 39: 3.542, 40: 0.315, 41: 2.284, 42: 1.89, 43: 3.712, 44: 3.018, 47: 1.078, 49: 4.888, 50: 15.313, 51: 1.6, 52: 9.625, 53: 2.669, 54: 0.938, 55: 5.45, 58: 26.138, 59: 3.013, 60: 2.481, 61: 0.377, 62: 3.993, 63: 0.198, 66: 1.336, 67: 0.147, 69: 0.051, 71: 0.303, 72: 0.83, 73: 53.445, 74: 13.931, 75: 0.041, 76: 4.086, 79: 0.293, 80: 1.018, 81: 6.243, 83: 2.131, 85: 5.23, 86: 0.119, 87: 0.101, 89: 0.411, 90: 0.282, 91: 0.257, 92: 3.651, 93: 0.06, 94: 1.558, 95: 1.881, 96: 1.651, 97: 61.59, 99: 2.406, 100: 9.569, 101: 21.025, 102: 1.874, 104: 13.283, 105: 0.105, 106: 3.526, 109: 6.285, 110: 9.77, 111: 2.871, 112: 16.499, 113: 5.11, 114: 2.812, 116: 3.984, 117: 4.14, 118: 0.908, 119: 0.074}",0,0,,0.13513513513513514,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 249.317, ""completed"": true, ""code"": ""def sum_product(numbers):\n running_sum = 0\n running_prod = 1\n \n for num in numbers:\n running_sum = running_sum+num\n running_prod = running_prod*num\n return (running_sum, running_prod)\n\nprint(sum_product([1,2,3]))"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 175.613, ""completed"": true, ""code"": ""def even_odd_count(num):\n \n # even count\n even_count = 0\n\n # odd count\n odd_count = 0\n \n if num<0:\n num = -num\n \n full_int = str(num)\n for char in full_int:\n \n # converting char to int\n single_digit = int(char)\n\n # checking if the single digit is even\n if (single_digit % 2 == 0):\n\n # incrementing even count\n even_count += 1\n \n # checking if the single digit is odd\n else:\n odd_count += 1\n \n return(even_count, odd_count)"", ""skipped"": false}, ""1"": {""name"": ""count_nums"", ""time_in_task"": 634.0, ""completed"": true, ""code"": ""def count_nums(arr):\n count = 0\n for num in arr:\n num_str = str(num)\n \n running_sum = 0\n neg = False\n for char in num_str:\n if char == \""-\"":\n neg = True\n else:\n if neg:\n \n running_sum-=int(char)\n neg = False\n else:\n running_sum+=int(char)\n \n \n if runnging_sum > 0:\n count += 1\n return count\n "", ""skipped"": false}, ""2"": {""name"": ""calculator"", ""time_in_task"": 681.4, ""completed"": false, ""code"": ""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) == str or a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a\n def add_twenty(self, a):\n if type(a) == str or a == 0 or a < 5:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) / a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if a == 0:\n pass\n else:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number / a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n self.current_number = last_operation[0]\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"", ""skipped"": true}, ""3"": {""name"": ""table_transform_unnamed2"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Add col3 col4 and col5\n \n df['col3'] = df['col3'] + df['col4']\n \n # Remove col5\n \n df = df.drop('col5', axis=1)\n df = df.drop('col4', axis=1)\n \n # append [0,0,0,0] to bottom of dataframe\n \n \n df.loc[len(df)]= [0,0,0,0]\n df.loc[len(df)]= [0,0,0,0]\n\n\n \n \n return df\n\nprint(transform_df(df))\n"", ""skipped"": false}}",6 to 10 years professional programming experience,Intermediate – I can design and implement whole programs,Sometimes (once a week),gpt35,GPT-3.5,11 -Disagree,2,3,0 days 00:40:16,autocomplete_gpt35,autocomplete,4,6,1,"[138.172, 120.204, 368.797, 695.994]",330.79175,2106.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n "",""2"":""def sum_product(numbers):\n acc_sum = 0\n acc_prod = 1\n for n in"",""3"":""def sum_product(numbers):\n acc_sum = 0\n acc_prod = 1\n for n in numbers:\n acc_sum += n\n acc_prod *= n\n return acc_sum"",""4"":""def sum_product(numbers):\n acc_sum = 0\n acc_prod = 1\n for n in numbers:\n acc_sum += n\n acc_prod *= n\n return acc_sum, acc_prod"",""5"":""def sum_product(numbers):\n acc_sum = 0\n acc_prod = 1\n for n in numbers:\n acc_sum += n\n acc_prod *= n\n return acc_sum, acc_prod\n \nprint(sum_product([1, 2, 3, 4, 5]))\n"",""6"":""def even_odd_count(num):"",""7"":""def even_odd_count(num):\n s = str(num)\n for "",""8"":""def even_odd_count(num):\n s = str(num)\n for c in s:\n if int(c) % "",""9"":""def even_odd_count(num):\n s = str(num)\n n = len(s)\n o\n for c in s:\n if int(c) % 2:\n "",""10"":""def even_odd_count(num):\n s = str(num)\n n = len(s)\n odd = 0\n for c in s:\n if int(c) % 2:\n "",""11"":""def even_odd_count(num):\n s = str(num)\n n = len(s)\n odd = 0\n for c in s:\n if int(c) % 2:\n odd += 1\n return odd, n-odd\n \n "",""12"":""def even_odd_count(num):\n s = str(num)\n n = len(s)\n odd = 0\n for c in s:\n if int(c) % 2:\n odd += 1\n return n-odd, odd\n \n "",""13"":""def even_odd_count(num):\n s = str(abs(num)\n n = len(s)\n odd = 0\n for c in s:\n if int(c) % 2:\n odd += 1\n return n-odd, odd\n \n "",""14"":""def count_nums(arr):\n \n\n\n pass"",""15"":""def count_nums(arr):\n "",""16"":""def count_nums(arr):\n def is_post"",""17"":""def count_nums(arr):\n def is_pos(n):\n L = list(str(n))"",""18"":""def count_nums(arr):\n def is_pos(n):\n if "",""19"":""def count_nums(arr):\n def is_pos(n):\n is_neg = \n if n < 0:\n n = -n"",""20"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n \n k = 0\n while n > 0:\n n \/\/= 10\n k += 1\n \n if is_neg:\n k -= 1\n \n return k\n \n pos = 0\n neg"",""21"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(n)\n print(L)\n \n "",""22"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(n)\n print(L)\n \n\ndef is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(n)\n print(L)\n\nprint(is_pos(10))"",""23"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n print(L)\n \n\ndef is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(n)\n print(L)\n\nprint(is_pos(10))"",""24"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n print(L)\n \n\ndef is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n print(L)\n\n# corresponded javascript code:\n# var L = n.toString().split('')\n# in python, we can use the str method to work the same way"",""25"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n for "",""26"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n for i in range(len(L)):\n if i == "",""27"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0:\n acc += L"",""28"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0 and is_neg:\n acc +="",""29"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0 and is_neg:\n acc -= int(L[i])\n else:\n acc "",""30"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0 and is_neg:\n acc -= int(L[i])\n else:\n acc += int(L[i])\n return acc\n \n "",""31"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0 and is_neg:\n acc -= int(L[i])\n else:\n acc += int(L[i])\n return acc\n \n for n u"",""32"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0 and is_neg:\n acc -= int(L[i])\n else:\n acc += int(L[i])\n return acc > 0\n \n return \n "",""33"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0 and is_neg:\n acc -= int(L[i])\n else:\n acc += int(L[i])\n return acc > 0\n \n return sum((is_pos(n) for n in arr))\n \n print\n "",""34"":""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0 and is_neg:\n acc -= int(L[i])\n else:\n acc += int(L[i])\n return acc > 0\n \n return sum((is_pos(n) for n in arr))\n \nprint(count_nums([1,1,2]))\n "",""35"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""36"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n # this code is complete, you should not have to touch it\n def get_current_number(self):\n return self.current_number\n\n\n####################\n# TESTS SHOULD NOT CHANGE THE INTERNAL STRUCTURE OF YOUR CODE\n\n##########\n# Task 1 #\n##########\n\ncalc = Calculator()\ncalc.add(5)\n"",""37"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\n"",""38"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\nCalculator\n"",""39"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.add(10)\ncalc.subtract(5)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\nassert calc.current_number == 10\n"",""40"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.add(10)\ncalc.subtract(5)\n#calc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""41"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.add(10)\n#calc.subtract(5)\n#calc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""42"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if \n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.add(10)\n#calc.subtract(5)\n#calc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""43"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.add(10)\n#calc.subtract(5)\n#calc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""44"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] * 10\n elif last_operation[1\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.add(10)\n#calc.subtract(5)\n#calc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""45"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] * 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1\/last_operation[0]) * last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n\n \n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.add(10)\n#calc.subtract(5)\n#calc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""46"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] * 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1\/last_operation[0]) * last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.substract(100)\ncalc.multiply(10)\n#calc.subtract(5)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""47"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] * 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1\/last_operation[0]) * last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""48"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] * 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1\/last_operation[0]) * last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\n#calc.subtract(2)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""49"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1\/last_operation[0]) * last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""50"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1\/last_operation[0]) * last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\ncalc.multiply(10\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""51"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1\/last_operation[0]) * last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\ncalc.multiply(10)\ncalc.add(1)\n\nprint(calc.current_number)\ncalc.undo_last_k_operations(2)# we undo both the multiply and the subtract!\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""52"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = self.current_number ** (1\/last_operation[0]) * last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\ncalc.multiply(10)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""53"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1last_operation[0]\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\ncalc.multiply(10)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""54"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\ncalc.multiply(10)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""55"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n\ncalc = Calculator()\ncalc.subtract(10)\n#calc.subtract(5)\ncalc.divide(3)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\ncalc.multiply(2)\ncalc.undo_last_k_operations(2)\nprint(calc.current_number)\ncalc.add(20)\n(10)\ncalc.undo_last_k_operations(1)\nprint(calc.current_number)\n"",""56"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"",""57"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()\n \n def redo_last_operation(self):\n '''\n redoes the last (undone) operation and changes current_number to the value after the last undone operation\n '''\n # fix this code\n if len(self"",""58"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"",""59"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n print(a)\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"",""60"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n p\n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"",""61"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"",""62"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n if a != 0:\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"",""63"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n if a == 0:\n return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"",""64"":""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a\/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n if a == 0:\n return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) \/ a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n if a == 0:\n return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number \/ a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] \/ 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1\/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] \/ 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"",""65"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""66"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n new_data = (df['col1'] - df['col2'])\n new_data += (df['col3'] - df['col4'])\n new_data \/= df['col5']\n \n new_df = pd.DataFrame(new_data, columns=['new_col'])\n \n return new_df\n\nprint(transform_df(df))\n"",""67"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n\nprint(transform_df(df))\n"",""68"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # f\n\nprint(transform_df(df))\n"",""69"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # first column is identity\n # rest of co\n\nprint(transform_df(df))\n"",""70"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # first column is identity\n # rest of columns are sum\n new_df = pd.DataFrame()\n new_df['col1'] = df['col1']\n new_df['S_sum'] = df.sum(axis=1)\n return new_df\n\nprint(transform_df(df))\n"",""71"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # first column is identity\n # second column is square\n # all the rest\n\nprint(transform_df(df))\n"",""72"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # first column is identity\n # second column is square\n # all the rest are identity\n \n df.columns = ['col1', 'col2', 'col3', 'col4', 'col5']\n # col2 square\n col2df = df.col2.apply(lambda x: x ** 2)\n df.col2 = col2df\n # col3 add 5\n col3df = df.col3.apply(lambda x: x + \n\nprint(transform_df(df))\n"",""73"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # first column is identity\n # second column is square\n # all the rest are identity\n \n df.columns = ['col1', 'col2', 'col3', 'col4', 'col5']\n # col2 square\n col2df = df.col2.apply(lambda x: x ** 2)\n df.col2 = col2df\n # col3 add 5\n col3df = df.col3.apply(lambda x: x + 5)\n df.col3 = col3df\n # col 4 renamed, col4 twice\n df.rename(columns = {'col4': 'twice_col4'}, inplace = True)\n twicecol4df = df.twice_col4\n df.col4 = twicecol4df\n # col 5 floor division\n col5df = df.col5.apply\n\nprint(transform_df(df))\n"",""74"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # first column is identity\n # second column is square\n # all the rest are identity\n \n df.columns = ['col1', 'col2', 'col3']\n # col2 square\n col2df = df.col2.apply(lambda x: x ** 2)\n df.col2 = col2df\n # col3 add 5\n col3df = df.col3.apply(lambda x: x + 5)\n df.col3 = col3df\n \n r\n\nprint(transform_df(df))\n"",""75"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # first column is identity\n # second column is square\n # all the rest are identity\n\n df.columns = ['col1', 'col2', 'col3']\n # col2 square\n col2df = df.col2.apply(lambda x: x ** 2)\n df.col2 = col2df\n # col3 add 5\n col3df = df.col3.apply(lambda x: x + 5)\n df.col3 = col3df\n \n return df\n\n\nprint(transform_df(df))\n"",""76"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # first column is identity\n # second column is square\n # all the rest are identity\n\n new_df = pd.DataFrame({ 'col' : df.loc[0] })\n new_df.loc[0] = 0\n\n for i in range(1, len(df)):\n for j in range(1, len(df.columns)):\n new_df.loc[i\n df.columns = ['col1', 'col2', 'col3']\n # col2 square\n col2df = df.col2.apply(lambda x: x ** 2)\n df.col2 = col2df\n # col3 add 5\n col3df = df.col3.apply(lambda x: x + 5)\n df.col3 = col3df\n \n return df\n\n\nprint(transform_df(df))\n"",""77"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # new dataframe with ['col1', 'col2', 'col3']\n # first column is identity\n # second column is square\n # all the rest are identity\n\n new_df = pd.DataFrame({ 'col' : df.loc[0] })\n new_df.loc[0] = 0\n\n for i in range(1, len(df)):\n for j in range(1, len(df.columns)):\n new_df.loc[i\n df.columns = ['col1', 'col2', 'col3']\n # col2 square\n col2df = df.col2.apply(lambda x: x ** 2)\n df.col2 = col2df\n # col3 add 5\n col3df = df.col3.apply(lambda x: x + 5)\n df.col3 = col3df\n \n return df\n\n\nprint(transform_df(df))\n"",""78"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # new dataframe with ['col1', 'col2', 'col3']\n # first column is identity\n # second column is square\n # all the rest are identity\n\n new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n df.columns = ['col1', 'col2', 'col3']\n # col2 square\n col2df = df.col2.apply(lambda x: x ** 2)\n df.col2 = col2df\n # col3 add 5\n col3df = df.col3.apply(lambda x: x + 5)\n df.col3 = col3df\n \n return df\n\n\nprint(transform_df(df))\n"",""79"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # new dataframe with ['col1', 'col2', 'col3']\n # first column is identity\n # second column is square\n # all the rest are identity\n\n new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n # col2 square\n new_df.col = new_df.col1.apply(lambda x: x ** 2)\n df.col2 = col2df\n # col3 add 5\n col3df = df.col3.apply(lambda x: x + 5)\n df.col3 = col3df\n \n return df\n\n\nprint(transform_df(df))\n"",""80"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # new dataframe with ['col1', 'col2', 'col3']\n # first column is identity\n # second column is square\n # all the rest are identity\n\n new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n # col2 square\n new_df.col1 = new_df.col1.apply(lambda x: x ** 2)\n \n return new_df\n\n\nprint(transform_df(df))\n"",""81"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # new dataframe with ['col1', 'col2', 'col3']\n # first column is identity\n # second column is square\n # all the rest are identity\n\n new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n # col2 square\n new_df.col1 = df.col1.apply(lambda x: x ** 2)\n \n return new_df\n\n\nprint(transform_df(df))\n"",""82"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\n #new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n # col2 square\n new_df.col1 = df.col1.apply(lambda x: x ** 2)\n \n return new_df\n\n\nprint(transform_df(df))\n"",""83"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\n #new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n # col2 square\n #new_df.col1 = df.col1.apply(lambda x: x ** 2)\n \n new_df = df.copy()\n # c\n \n return new_df\n\n\nprint(transform_df(df))\n"",""84"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\n #new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n # col2 square\n #new_df.col1 = df.col1.apply(lambda x: x ** 2)\n \n new_df = df.copy()\n # col1\n acc = 0\n for i in range(df.shape[0]):\n new_df.at[i, 'col1'] = acc # what is the index?? cool\n acc += df.at[i, 'col1']\n\n for col_name in list(df.columns):\n if col_name in ['col1\n \n return new_df\n\n\nprint(transform_df(df))\n"",""85"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\n #new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n # col2 square\n #new_df.col1 = df.col1.apply(lambda x: x ** 2)\n \n new_df = df.copy()\n # col1\n acc = 0\n for i in range(df.shape[0]):\n new_df.loc[i, 'col1'] = acc + df\n\n for col_name in list(df.columns):\n if col_name in ['col1\n \n return new_df\n\n\nprint(transform_df(df))\n"",""86"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\n #new_df = pd.DataFrame(columns=['col1', 'col2', 'col3'])\n\n # col2 square\n #new_df.col1 = df.col1.apply(lambda x: x ** 2)\n \n new_df = df.copy()\n # col1\n acc = 0\n for i in range(df.shape[0]):\n new_df.loc[i, 'col1'] = acc + df.loc[i, 'col1']\n \n return new_df\n\n\nprint(transform_df(df))\n"",""87"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\n col1 = []\n for i in range(\n\n\nprint(transform_df(df))\n"",""88"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n for i in range(n):\n col1 \n\n\nprint(transform_df(df))\n"",""89"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n df['col1'] = col1\n return df \n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""90"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n df['col1'] = col1\n \n df['col4'] = df['col4'].apply(lambda x: 1 if x >= 5 else 0)\n return df\n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""91"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 =\n \n \n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""92"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col\n \n \n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""93"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = \n \n \n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""94"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.app\n \n \n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""95"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.append(df['col3'][i]+df['col4'][i])\n \n new_d\n \n \n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""96"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.append(df['col3'][i]+df['col4'][i])\n \n # new_df with col1, col2, col3\n new_df = pd.DataFrame({'col1':col1, 'col2':col2, 'col3':col3})\n \n \n \n \n \n \n \n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""97"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.append(df['col3'][i]+df['col4'][i])\n \n # new_df with col1, col2, col3\n new_df = pd.DataFrame({'col1':col1, 'col2':col2, 'col3':col3})\n \n return new_df\n \n \n \n \n \n\n\n#def transform_df(df):\n# # Your code here\n# col_1=df['col1']\n# new_col1=[]\n# temp_val=0\n# for j in col_\n\n\nprint(transform_df(df))\n"",""98"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.append(df['col3'][i]+df['col4'][i])\n \n # new_df with col1, col2, col3\n new_df = pd.DataFrame({'col1':col1, 'col2':col2, 'col3':col3})\n \n # add two more lines with only zeros, and index \n\nprint(transform_df(df))\n"",""99"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.append(df['col3'][i]+df['col4'][i])\n \n # new_df with col1, col2, col3\n new_df = pd.DataFrame({'col1':col1, 'col2':col2, 'col3':col3})\n \n # add two more lines with only zeros, and index must be zero too\n \n new_df.loc[-1] = [0,0,0]\n new_df.loc[-1] = [0,0,0]\n \n\n\nprint(transform_df(df))\n"",""100"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.append(df['col3'][i]+df['col4'][i])\n \n # new_df with col1, col2, col3\n new_df = pd.DataFrame({'col1':col1, 'col2':col2, 'col3':col3})\n \n # add two more lines with only zeros, and index must be zero too\n \n new_df.loc[0] = [0,0,0]\n new_df.loc[\u00b0] = [0,0,0]\n\n return new_df\n\n\nprint(transform_df(df))\n"",""101"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.append(df['col3'][i]+df['col4'][i])\n \n # new_df with col1, col2, col3\n new_df = pd.DataFrame({'col1':col1, 'col2':col2, 'col3':col3})\n \n # add two more lines with only zeros, and index must be zero too\n \n new_df.loc[0] = [0,0,0]\n new_df.loc[0] = [0,0,0]\n\n return new_df\n\n\nprint(transform_df(df))\n"",""102"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""103"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # WRITE CODE HERE\n \n\n return\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""104"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # use basic hash\n retun\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""105"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # use basic hash\n return sum([ord(char) for char in password])\n\n def add_user(self, username, password):\n # WRITE CODE HERE\n return\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""106"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # use basic hash\n return sum([ord(char) for char in password])\n\n def add_user(self, username, password):\n \n # use hash to save password\n # THIS IS LEVEL 1\n if username in self.user_credentials:\n raise Exception('User already exists')\n\n self.user_credentials[username] = self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"",""107"":""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # use basic hash\n return sum([ord(char) for char in password])\n\n def add_user(self, username, password):\n \n # use hash to save password\n # THIS IS LEVEL 1\n if username in self.user_credentials:\n raise Exception('User already exists')\n\n self.user_credentials[username] = self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n""},""times"":{""0"":0.0,""1"":60.001,""2"":75.002,""3"":89.999,""4"":105.001,""5"":119.999,""6"":135.002,""7"":150.002,""8"":165.004,""9"":179.999,""10"":195.002,""11"":210.004,""12"":230.045,""13"":240.001,""14"":255.001,""15"":315.002,""16"":330.004,""17"":345.002,""18"":360.001,""19"":375.003,""20"":390.005,""21"":405.004,""22"":420.009,""23"":435.006,""24"":450.007,""25"":465.007,""26"":480.003,""27"":495.004,""28"":510.005,""29"":525.003,""30"":540.004,""31"":555.004,""32"":570.005,""33"":585.003,""34"":600.005,""35"":615.009,""36"":630.008,""37"":645.006,""38"":720.006,""39"":735.008,""40"":750.009,""41"":780.01,""42"":855.011,""43"":870.007,""44"":885.009,""45"":900.008,""46"":915.008,""47"":930.007,""48"":1035.013,""49"":1050.009,""50"":1065.014,""51"":1080.01,""52"":1095.009,""53"":1110.016,""54"":1125.01,""55"":1140.01,""56"":1166.102,""57"":1170.011,""58"":1185.011,""59"":1230.014,""60"":1245.011,""61"":1262.285,""62"":1275.013,""63"":1304.251,""64"":1305.011,""65"":1320.017,""66"":1335.013,""67"":1350.017,""68"":1455.014,""69"":1470.016,""70"":1485.015,""71"":1530.017,""72"":1545.015,""73"":1560.015,""74"":1575.017,""75"":1590.015,""76"":1605.015,""77"":1620.016,""78"":1635.02,""79"":1650.021,""80"":1665.017,""81"":1680.017,""82"":1695.016,""83"":1710.017,""84"":1725.018,""85"":1740.021,""86"":1755.022,""87"":1785.017,""88"":1800.021,""89"":1815.019,""90"":1830.022,""91"":1845.023,""92"":1860.019,""93"":1875.02,""94"":1890.019,""95"":1905.019,""96"":1920.023,""97"":1935.02,""98"":1950.02,""99"":1965.02,""100"":1980.021,""101"":1995.025,""102"":2010.024,""103"":2040.021,""104"":2055.022,""105"":2070.022,""106"":2085.043,""107"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""even_odd_count"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""count_nums"",""15"":""count_nums"",""16"":""count_nums"",""17"":""count_nums"",""18"":""count_nums"",""19"":""count_nums"",""20"":""count_nums"",""21"":""count_nums"",""22"":""count_nums"",""23"":""count_nums"",""24"":""count_nums"",""25"":""count_nums"",""26"":""count_nums"",""27"":""count_nums"",""28"":""count_nums"",""29"":""count_nums"",""30"":""count_nums"",""31"":""count_nums"",""32"":""count_nums"",""33"":""count_nums"",""34"":""count_nums"",""35"":""calculator"",""36"":""calculator"",""37"":""calculator"",""38"":""calculator"",""39"":""calculator"",""40"":""calculator"",""41"":""calculator"",""42"":""calculator"",""43"":""calculator"",""44"":""calculator"",""45"":""calculator"",""46"":""calculator"",""47"":""calculator"",""48"":""calculator"",""49"":""calculator"",""50"":""calculator"",""51"":""calculator"",""52"":""calculator"",""53"":""calculator"",""54"":""calculator"",""55"":""calculator"",""56"":""calculator"",""57"":""calculator"",""58"":""calculator"",""59"":""calculator"",""60"":""calculator"",""61"":""calculator"",""62"":""calculator"",""63"":""calculator"",""64"":""calculator"",""65"":""table_transform_unnamed2"",""66"":""table_transform_unnamed2"",""67"":""table_transform_unnamed2"",""68"":""table_transform_unnamed2"",""69"":""table_transform_unnamed2"",""70"":""table_transform_unnamed2"",""71"":""table_transform_unnamed2"",""72"":""table_transform_unnamed2"",""73"":""table_transform_unnamed2"",""74"":""table_transform_unnamed2"",""75"":""table_transform_unnamed2"",""76"":""table_transform_unnamed2"",""77"":""table_transform_unnamed2"",""78"":""table_transform_unnamed2"",""79"":""table_transform_unnamed2"",""80"":""table_transform_unnamed2"",""81"":""table_transform_unnamed2"",""82"":""table_transform_unnamed2"",""83"":""table_transform_unnamed2"",""84"":""table_transform_unnamed2"",""85"":""table_transform_unnamed2"",""86"":""table_transform_unnamed2"",""87"":""table_transform_unnamed2"",""88"":""table_transform_unnamed2"",""89"":""table_transform_unnamed2"",""90"":""table_transform_unnamed2"",""91"":""table_transform_unnamed2"",""92"":""table_transform_unnamed2"",""93"":""table_transform_unnamed2"",""94"":""table_transform_unnamed2"",""95"":""table_transform_unnamed2"",""96"":""table_transform_unnamed2"",""97"":""table_transform_unnamed2"",""98"":""table_transform_unnamed2"",""99"":""table_transform_unnamed2"",""100"":""table_transform_unnamed2"",""101"":""table_transform_unnamed2"",""102"":""login_authenticator"",""103"":""login_authenticator"",""104"":""login_authenticator"",""105"":""login_authenticator"",""106"":""login_authenticator"",""107"":""login_authenticator""},""time_gaps"":{""0"":0.0,""1"":60.001,""2"":15.001,""3"":14.997,""4"":15.002,""5"":14.998,""6"":15.003,""7"":15.0,""8"":15.002,""9"":14.995,""10"":15.003,""11"":15.002,""12"":20.041,""13"":9.956,""14"":15.0,""15"":60.001,""16"":15.002,""17"":14.998,""18"":14.999,""19"":15.002,""20"":15.002,""21"":14.999,""22"":15.0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7.859, 3: 0.439, 4: 0.025, 5: 0.088, 7: 1.59, 11: 0.042, 12: 3.714, 13: 1.45, 14: 2.994, 15: 0.207, 16: 48.68, 17: 2.377, 18: 8.937, 19: 0.082, 20: 5.984, 23: 6.879, 24: 2.877, 26: 3.717, 27: 0.843, 28: 0.453, 29: 3.679, 31: 2.388, 34: 2.936, 35: 1.712, 36: 0.87, 37: 28.673, 38: 2.966, 39: 0.27, 40: 1.272, 41: 0.858, 42: 1.125, 43: 3.325, 44: 1.373, 45: 2.764, 46: 6.676, 47: 2.325, 48: 8.358, 49: 1.038, 50: 0.747, 51: 3.025, 52: 3.898, 53: 0.124, 54: 0.686, 55: 17.695, 56: 1.216, 58: 24.488, 59: 13.427, 60: 17.317, 61: 14.5, 62: 0.319, 63: 1.122, 64: 0.548, 65: 0.434, 66: 0.847, 67: 2.364, 68: 16.762, 70: 2.397, 71: 0.781, 72: 3.588, 73: 1.326, 74: 1.487, 77: 0.668, 78: 1.642, 79: 2.334, 80: 0.045, 81: 2.951, 82: 0.988, 83: 0.939, 86: 0.565, 87: 0.605, 88: 6.315, 91: 3.119, 93: 0.681, 96: 0.748, 97: 0.825, 98: 1.607, 100: 0.456, 102: 1.861, 103: 0.391, 104: 4.878, 107: 10.762, 108: 0.971, 110: 0.761, 112: 0.649, 113: 5.94, 114: 2.224, 115: 18.05, 116: 4.03, 117: 0.932, 118: 0.183, 119: 2.915, 120: 0.834, 121: 3.71}",0,0,,0.2875,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 138.172, ""completed"": true, ""code"": ""def sum_product(numbers):\n acc_sum = 0\n acc_prod = 1\n for n in numbers:\n acc_sum += n\n acc_prod *= n\n return acc_sum, acc_prod\n \nprint(sum_product([1, 2, 3, 4, 5]))\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 120.205, ""completed"": true, ""code"": ""def even_odd_count(num):\n s = str(abs(num)\n n = len(s)\n odd = 0\n for c in s:\n if int(c) % 2:\n odd += 1\n return n-odd, odd\n \n "", ""skipped"": false}, ""1"": {""name"": ""count_nums"", ""time_in_task"": 368.798, ""completed"": true, ""code"": ""def count_nums(arr):\n def is_pos(n):\n is_neg = False\n if n < 0:\n is_neg = True\n n = -n\n L = list(str(n))\n acc = 0\n for i in range(len(L)):\n if i == 0 and is_neg:\n acc -= int(L[i])\n else:\n acc += int(L[i])\n return acc > 0\n \n return sum((is_pos(n) for n in arr))\n \nprint(count_nums([1,1,2]))\n "", ""skipped"": false}, ""2"": {""name"": ""calculator"", ""time_in_task"": 698.888, ""completed"": false, ""code"": ""\nclass Calculator:\n def __init__(self):\n # the calculator only keeps track of the current number\n self.current_number = 0\n # stores the previous operations performed\n self.previous_operations = []\n def add(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""add\""))\n self.current_number += a + 20\n \n def subtract(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n # the two lines below should not be changed\n self.previous_operations.append((a, \""subtract\""))\n self.current_number = self.current_number - a/10\n\n def multiply(self, a):\n '''\n a: real number\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n if a == 0:\n return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""multiply\""))\n self.current_number = (self.current_number ** a ) / a\n\n def divide(self, a):\n '''\n a: positive integer\n '''\n if type(a) is not int and type(a) is not float:\n print(\""Please enter a valid number\"")\n return \n if a == 0:\n return\n # the two lines below should not be changed\n self.previous_operations.append((a, \""divide\""))\n self.current_number = self.current_number / a * 2\n\n def undo_last_operation(self):\n '''\n undoes the last operation performed and restors current_number to the value before the last operation\n '''\n # fix this code\n if len(self.previous_operations) == 0:\n return\n \n last_operation = self.previous_operations.pop()\n if last_operation[1] == \""add\"":\n self.current_number = self.current_number - last_operation[0] - 20\n elif last_operation[1] == \""subtract\"":\n self.current_number = self.current_number + last_operation[0] / 10\n elif last_operation[1] == \""multiply\"":\n self.current_number = (self.current_number * last_operation[0])**(1/last_operation[0])\n elif last_operation[1] == \""divide\"":\n self.current_number = self.current_number * last_operation[0] / 2\n \n def undo_last_k_operations(self, k):\n ''' \n undoes the last k operations performed and restores current_number to the value before the last k operations\n Args:\n k (int): number of operations to undo\n '''\n for i in range(k):\n self.undo_last_operation()"", ""skipped"": true}, ""3"": {""name"": ""table_transform_unnamed2"", ""time_in_task"": 695.995, ""completed"": true, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,1,5.3881673400335695,3,2\n9,2,4.191945144032948,5,8\n10,8,6.852195003967595,8,1\n6,7,2.0445224973151745,8,7\n1,10,8.781174363909454,10,10\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n n = len(df['col1'])\n col1 = []\n acc = 0\n for i in range(n):\n acc += df['col1'][i]\n col1.append(acc)\n \n col2 = []\n for i in range(n):\n col2.append(df['col2'][i]+1)\n \n col3 = []\n for i in range(n):\n col3.append(df['col3'][i]+df['col4'][i])\n \n # new_df with col1, col2, col3\n new_df = pd.DataFrame({'col1':col1, 'col2':col2, 'col3':col3})\n \n # add two more lines with only zeros, and index must be zero too\n \n new_df.loc[0] = [0,0,0]\n new_df.loc[0] = [0,0,0]\n\n return new_df\n\n\nprint(transform_df(df))\n"", ""skipped"": false}, ""4"": {""name"": ""login_authenticator"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nclass LoginAuthenticator:\n def __init__(self):\n # DO NOT CHANGE\n self.user_credentials = {} # dictionary for username: hashed_password\n\n def _hash_password(self, password):\n # use basic hash\n return sum([ord(char) for char in password])\n\n def add_user(self, username, password):\n \n # use hash to save password\n # THIS IS LEVEL 1\n if username in self.user_credentials:\n raise Exception('User already exists')\n\n self.user_credentials[username] = self._hash_password(password)\n\n def authenticate_user(self, username, password):\n # DO NOT CHANGE\n #Checks if the given username and password are valid\n if username not in self.user_credentials:\n return False\n return self.user_credentials[username] == self._hash_password(password)\n\n def remove_user(self, username):\n # WRITE CODE HERE\n return\n\n def change_password(self, username, old_password, new_password):\n # WRITE CODE HERE\n return\n"", ""skipped"": false}}",6 to 10 years professional programming experience,Intermediate – I can design and implement whole programs,Always (daily),gpt35,GPT-3.5,12 -Agree,3,8,0 days 00:44:10,autocomplete_gpt35,autocomplete,2,4,1,"[247.406, 275.673]",261.5395,2109.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n if not numbers:\n "",""2"":""def sum_product(numbers):\n if not numbers:\n return (0, 1)\n\n Sum = 0\n P = 1\n for num in numbers:\n Sum += num\n P *= num\n return (Sum, P)\n\n\nprint(sum_product((5, 2, 6)))\nprint(sum_product(()))"",""3"":""def sum_product(numbers):\n if not numbers:\n return (0, 1)\n \n total = numbers[0]\n product = numbers[0]\n \n for x in range"",""4"":""def sum_product(numbers):\n Sum = 0\n P = 1\n for num in numbers:\n Sum += num\n P *= num\n return (Sum, P)\n\n\nprint(sum_product((5, 2, 6)))\nprint(sum_product(()))"",""5"":""def even_odd_count(num):\n counter = 0\n if num > 0 :\n counter = 0\n return counter\n\nif __name__ == '__main__':\n number = 5\n print(number)\n print(even_odd_count(number))\n"",""6"":""def even_odd_count(num):"",""7"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n \n for current_num in num:\n \n if current_num % 2 == 0:\n even_count += 1\n \n else:\n "",""8"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n \n for current_num in num:\n \n if current_num % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even\n "",""9"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n \n for current_num in num:\n \n if current_num % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even_count, odd_count)\n\n\t\nif __name__ == \""__main__\"":\n \n num = [2, 4, 6, 7, 9, 10]\n \n even_count, odd_count = even_odd_count(num)\n \n print(\""Even numbers in the list: \"", even_count)\n print(\""Odd numbers in\n "",""10"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n \n for current_num in num:\n \n if current_num % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even_count, odd_count)\n\n\t\nif __name__ == \""__main__\"":\n \n even_count, odd_count = even_odd_count(1234)\n \n print(\""Even numbers in the list: \"", even_count)\n print(\""Odd numbers in\n "",""11"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n \n for current_num in num:\n \n if current_num % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even_count, odd_count)\n\n\t\nif __name__ == \""__main__\"":\n \n even_count, odd_count = even_odd_count(123)\n print(even_count, odd_count)\n \n print(\""Even numbers in the list: \"", even_count)\n print(\""Odd numbers in\n "",""12"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n \n for current_num in num:\n \n if current_num % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even_count, odd_count)\n\n\t\nif __name__ == \""__main__\"":\n \n even_count, odd_count = even_odd_count(123)\n print(even_count, odd_count)\n even_count, odd_count = even_odd_count(523)\n print(even_count, odd_count)\n"",""13"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n \n for current_num in str(num):\n \n if current_num % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even_count, odd_count)\n\n\t\nif __name__ == \""__main__\"":\n \n even_count, odd_count = even_odd_count(123)\n print(even_count, odd_count)\n even_count, odd_count = even_odd_count(5)\n print(even_count, odd_count)\n"",""14"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n \n for current_num in str(num):\n \n if int(current_num) % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even_count, odd_count)\n\n\t\nif __name__ == \""__main__\"":\n \n even_count, odd_count = even_odd_count(123)\n print(even_count, odd_count)\n even_count, odd_count = even_odd_count(5)\n print(even_count, odd_count)\n"",""15"":""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n if num < 0:\n \n for current_num in str(num):\n \n if int(current_num) % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even_count, odd_count)\n\n\t\nif __name__ == \""__main__\"":\n \n even_count, odd_count = even_odd_count(123)\n print(even_count, odd_count)\n even_count, odd_count = even_odd_count(5)\n print(even_count, odd_count)\n"",""16"":""def order_by_points(nums):"",""17"":""def order_by_points(nums):\n for i in range(len(nums)):\n minIndex = i\n for x in range(i, len(nums)):\n if nums[x] < nums[minIndex]: minIndex = x\n nums[i], nums[minIndex] = nums[minIndex], nums[i]\n nums.reverse()\n"",""18"":""def order_by_points(nums):\n isNeg = False\n if "",""19"":""def order_by_points(nums):\n isNeg = False\n if nums < 0:\n isNeg = True\n nums = abs(nums)\n\n lister = list(str(nums))\n lister.sort()\n\n new_nums = ''\n new_nums = new_nums.join(lister)\n new_nums = int(new_nums)\n\n if isNeg:\n new_nums = 0-new_nums\n \n print(new_nums)\n\nn"",""20"":""def order_by_points(nums):\n isNeg = False\n if nums < 0:\n isNeg = True\n nums *= -1\n nums = [int(x) for x in str(nums)]\n for i in range(1, len(nums)):\n j = i\n while j > "",""21"":""def order_by_points(nums):\n if not nums:\n return []\n isNeg = False\n "",""22"":""def order_by_points(nums):\n if not nums:\n return []\n for num in nums:\n if num \n isNeg = False\n "",""23"":""def order_by_points(nums):\n if not nums:\n return []\n for num in nums:\n isNeg = True if num < 0 else False\n isNeg = False\n "",""24"":""def order_by_points(nums):\n if not nums:\n return []\n for num in nums:\n isNeg = True if num < 0 else False\n \n "",""25"":""def order_by_points(nums):\n if not nums:\n return []\n for num in nums:\n isNeg = True if num < 0 else False\n \n for idx in str(num):\n if isNeg:\n if abs(int(idx)) < abs(num):\n swap(nums, nums.index(num), nums.index(-int(idx)))\n \n elif -nums.index(num) != nums.index(num)"",""26"":""def order_by_points(nums):\n if not nums:\n return []\n for num in nums:\n isNeg = -1 if num < 0 else False\n \n for idx in str(num):"",""27"":""def order_by_points(nums):\n if not nums:\n return []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n for idx in str(num):\n "",""28"":""def order_by_points(nums):\n if not nums:\n return []\n \n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n for idx in str(num):\n "",""29"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n for idx in str(num):\n "",""30"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thi\n "",""31"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n\n sums.append(thisSum)\n\n order = []\n while sums:\n smallest = min(sums)\n smallestN = nums[sums.index(smallest)]\n order.append(smallestN)\n nums.remove(smallestN)\n sums.remove(smallest)\n\n return order\n\nif __name__ == '__main__':\n n = [-456, -321, -64 , -5\n "",""32"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (abs(x[0]), x[1]))\n \n return [z for x, z in sums]\n\n\n\ndef chomsky(strings):\n grammar = []\n for string in strings:\n \n "",""33"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (abs(x[0]), x[1]))\n \n return [z for x, z in sums]\n\n\n\ndef chomsky(strings):\n grammar = []\n for string in strings:\n \n "",""34"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0]), x[1]))\n \n return [z for x, z in sums]\n\n\n\ndef chomsky(strings):\n grammar = []\n for string in strings:\n \n "",""35"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0, x[1]))\n \n return [z for x, z in sums]\n\n"",""36"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0, x[1]))\n \n return [z for x, z in sums]\n\n\norder_by_points([])\n"",""37"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0, x[1])\n \n return [z for x, z in sums]\n\n\nprint(order_by_points([]))\n"",""38"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0, x[1]))\n \n return [z for x, z in sums]\n\n\nprint(order_by_points([]))\n"",""39"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\nprint(order_by_points([]))\nprint(order_by_points([]))\n"",""40"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(num):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\nprint(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12, 111, 112, 113]))\n"",""41"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(int(num)):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\nprint(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""42"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\nprint(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""43"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n \n sums.append((thisSum, num))\n \n print(sums)\n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n# print(order_by_points([5, 99, 123]))\n# print(order_by_points([-32, -40, 7, 1]))\nprint(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""44"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""45"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n for i in sums:\n print(i[0])\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""46"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n for i in len(sums):\n for \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""47"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n for i in len(sums):\n for j in len(sums):\n if (sums[i][0] < sums[j][0]):\n temp = sums[i]\n sums[i] = sums[j]\n sums[j] = temp\n elif sums[i][0] == sums[j[0]]:\n if (sums[i][1] < sums[j][1]):\n temp = sums[i]\n sums[i] = sums[j]\n sums[j] = temp\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""48"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n for i in len(sums):\n j\n while \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""49"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n for i in len(sums):\n j = i\n while j < len(sums):\n \n sums[i], sums[j] = sums[j], sums[i]\n j+=1\n print(sums)\n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""50"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i\n while j < len(sums):\n result\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""51"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i\n while j < len(sums):\n if sums[i][0] != sums[j][0]:\n break\n j += 1\n \n if i + 1 == j:\n result.append(sums[i][1])\n else:\n nStart, nEnd, nTotal = i, j, 0\n for k in range(nStart, nEnd):\n nTotal\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""52"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if \n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""53"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < s\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""54"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n \n tempNum = sums[i][1]\n sums[i][1] = sums[j][1]\n sums[j][1] = tempNum\n \n j += 1\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""55"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums.pop(j)\n sums.insert(i, getVal)\n break\n elif sums[j][0] == sums[i][0]:\n if sums[j][1] < sums[i][1]:\n getVal\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""56"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums.pop(j)\n sums.add(i, (getVal[0]+1, getVal[1]))\n j += 1\n j += 1\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""57"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums(j)\n sums.add(\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""58"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[]\n sums\n sums.add(\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""59"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""60"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n\n print(f\""results: {result} \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""61"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n\n print(f\""results: {result}\"") \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""62"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in range(len(sums):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n\n print(f\""results: {result}\"") \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""63"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n\n print(f\""results: {result}\"") \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""64"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""results: {result}\"") \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""65"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n \n i = 0\n while i < len(sums):\n getSum = sums[i][0]\n result.append([sums[i][1]])\n isNeg = -1 if sums[i][1] < 0 else 1\n \n j = i + 1\n while j < len(s\n\n print(f\""results: {result}\"") \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""66"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""results: {sums}\"") \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [z for x, z in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""67"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""results: {sums}\"") \n # sort by absolute value, then number\n sums.sort(key=lambda x: (x[0], x[1]))\n \n return [x[1] for x in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""68"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n print(sums)\n result = []\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""results: {sums}\"") \n # sort by absolute value, then number\n #sums.sort(key=lambda x: (x[0], x[1]))\n \n return [x[1] for x in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""69"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n #print(sums)\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""results: {sums}\"") \n # sort by absolute value, then number\n #sums.sort(key=lambda x: (x[0], x[1]))\n \n return [x[1] for x in sums]\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""70"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n #print(sums)\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""Vector: {sums}\"") \n # sort by absolute value, then number\n #sums.sort(key=lambda x: (x[0], x[1]))\n \n return \n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""71"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n #print(sums)\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""Vector: {sums}\"") \n result = [x[1] for x in sums]\n print(f\""result: {sums}\"") \n # sort by absolute value, then number\n #sums.sort(key=lambda x: (x[0], x[1]))\n \n return result\n\n\n#print(order_by_points([]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""72"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n #print(sums)\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""Vector: {sums}\"") \n result = [x[1] for x in sums]\n print(f\""result: {sums}\"") \n # sort by absolute value, then number\n #sums.sort(key=lambda x: (x[0], x[1]))\n \n return result\n\n\n#print(order_by_points([]))\n#print(order_by_points([1, 11, -1, -11, -12]))\n"",""73"":""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n #print(sums)\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""Vector: {sums}\"") \n result = [x[1] for x in sums]\n print(f\""result: {sums}\"") \n # sort by absolute value, then number\n #sums.sort(key=lambda x: (x[0], x[1]))\n \n return result\n\n\n#print(order_by_points([]))\n#print(order_by_points([1, -10, 15, -7, -3]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"",""74"":""\nclass Retriever:\n\tdef __init__(self, parent):\n\t\tself.entri = parent\n\tdef parse_url(self):\n\t\ttext = self.entri\n\t\t# some Al as you wish with your Neural Network like the one I madeOn another example\n\t\t# getting the sentiment or what ever you want\n\n\t\tres = json.dumps({\""What_you_want\"": text})\n\t\treturn res\n"",""75"":""\nclass Retriever:\n\tdef __init__(self, array, parent):\n\t\tself.entries = json.loads(array)[\""passengers\""]\n\t\tself.parsed = []\n\t\tself.entri\n\tdef retgrieve0(self):\n\t\tfor ent in self.entries:\n\t\t\tself.entri = ent\n\t\t\tself.parsed.append(self.retrieve1):\n\t\tself.entri = parent\n\tdef parse_url(self):\n\t\ttext = self.entri\n\t\t# some Al as you wish with your Neural Network like the one I madeOn another example\n\t\t# getting the sentiment or what ever you want\n\n\t\tres = json.dumps({\""What_you_want\"": text})\n\t\treturn res\n"",""76"":""\nclass Retriever:\n\tdef __init__(self, vectors, kernel):\n\t\tself.vectors = vectors\n\t\tself.kernel = kernel\n\t\n\tdef load_vectors(self):\n\t\tresult = self.kernel(self.vectors)\n\t\treturn result\n\nclass Parser:\n\tdef __init__(self, parent):\n\t\tself.entri = parent\n\tdef parse_url(self):\n\t\ttext = self.entri\n\t\t# some Al as you wish with your Neural Network like the one I madeOn another example\n\t\t# getting the sentiment or what ever you want\n\n\t\tres = json.dumps({\""What_you_want\"": text})\n\t\treturn res\n"",""77"":""\nclass Retriever:\n\tdef __init__(self, vectors, k):\n\t\tself.vectors = vectors\n\t\tself.k = k # tell about the GPU in your Neural NetworkThis will help you \n\t\tpass\n\n\tdef kernel(self, vectors):\n\t\tresult = vectors + 76\n\t\treturn result\n\t\n\tdef load_vectors(self):\n\t\tresult = self.kernel(self.vectors)\n\t\treturn result\n\nclass Parser:\n\tdef __init__(self, parent):\n\t\tself.entri = parent\n\tdef parse_url(self):\n\t\ttext = self.entri\n\t\t# some Al as you wish with your Neural Network like the one I madeOn another example\n\t\t# getting the sentiment or what ever you want\n\n\t\tres = json.dumps({\""What_you_want\"": text})\n\t\treturn res\n"",""78"":""\nclass Retriever:\n\tdef __init__(self, vectors, k):\n\t\tself.vectors = vectors\n\t\tself.k = k\n\t\n\tdef load_vectors(self):\n\t\tresult = self.kernel(self.vectors)\n\t\treturn result\n\nclass Parser:\n\tdef __init__(self, parent):\n\t\tself.entri = parent\n\tdef parse_url(self):\n\t\ttext = self.entri\n\t\t# some Al as you wish with your Neural Network like the one I madeOn another example\n\t\t# getting the sentiment or what ever you want\n\n\t\tres = json.dumps({\""What_you_want\"": text})\n\t\treturn res\n"",""79"":""\nclass Retriever:\n\tdef __init__(self, vectors, k):\n\t\tself.vectors = vectors\n\t\tself.k = k\n\t\n\tdef load_vectors(self):\n\t\tresult = self.kernel(self.vectors)\n\t\treturn result\n\nclass Parser:\n\tdef __init__(self, parent):\n\t\tself.entri = parent\n\tdef parse_url(self):\n\t\ttext = self.entri\n\t\t# some Al as you wish with your Neural Network like the one I madeOn another example\n\t\t# getting the sentiment or what ever you want\n\n\t\tres = json.dumps({\""What_you_want\"": text})\n\t\treturn 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31.067, 3: 1.033, 5: 3.17, 6: 48.232, 7: 18.837, 9: 1.478, 10: 5.845, 11: 2.596, 12: 2.899, 15: 5.904, 16: 4.666, 17: 9.616, 18: 0.524, 19: 213.071, 20: 21.204, 21: 5.379, 22: 4.981, 23: 2.145, 24: 1.154, 25: 2.086, 27: 5.45, 28: 23.616, 29: 6.331, 30: 9.614, 31: 2.458, 32: 1.334, 33: 5.346, 34: 0.146, 35: 59.857, 36: 2.065, 37: 1.493, 38: 1.169, 42: 1.214, 43: 1.374, 44: 4.053, 46: 47.336, 47: 7.495, 48: 5.679, 49: 0.3, 50: 35.507, 51: 0.161, 52: 0.246, 53: 6.085, 55: 13.173, 56: 1.556, 57: 3.094, 58: 10.485, 59: 32.079, 60: 10.035, 63: 7.841, 64: 5.59, 65: 15.916, 66: 3.127, 68: 0.031, 69: 20.572, 70: 0.093, 71: 18.305, 73: 28.543, 75: 20.938, 76: 2.001, 77: 1.996, 78: 2.965, 79: 0.717, 80: 2.414, 82: 10.972, 83: 5.881, 84: 13.65, 85: 7.419, 86: 6.017, 87: 6.372, 88: 2.294}",3,0,0.0,0.0,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 247.407, ""completed"": true, ""code"": ""def sum_product(numbers):\n Sum = 0\n P = 1\n for num in numbers:\n Sum += num\n P *= num\n return (Sum, P)\n\n\nprint(sum_product((5, 2, 6)))\nprint(sum_product(()))"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 275.674, ""completed"": true, ""code"": ""def even_odd_count(num):\n \n even_count, odd_count = 0, 0\n if num < 0:\n \n for current_num in str(num):\n \n if int(current_num) % 2 == 0:\n even_count += 1 \n else:\n odd_count += 1\n \n return (even_count, odd_count)\n\n\t\nif __name__ == \""__main__\"":\n \n even_count, odd_count = even_odd_count(123)\n print(even_count, odd_count)\n even_count, odd_count = even_odd_count(5)\n print(even_count, odd_count)\n"", ""skipped"": false}, ""1"": {""name"": ""order_by_points"", ""time_in_task"": 1490.648, ""completed"": false, ""code"": ""def order_by_points(nums):\n if not nums:\n return []\n\n sums = []\n for num in nums:\n isNeg = -1 if num < 0 else 1\n \n thisSum = 0\n for idx in str(abs(num)):\n thisSum += (isNeg * int(idx))\n isNeg = 1\n \n sums.append((thisSum, num))\n \n #print(sums)\n for i in range(0, len(sums)):\n j = i + 1\n while j < len(sums):\n if sums[j][0] < sums[i][0]:\n getVal = sums[j]\n sums[j] = sums[i]\n sums[i] = getVal\n \n j += 1\n\n print(f\""Vector: {sums}\"") \n result = [x[1] for x in sums]\n print(f\""result: {sums}\"") \n # sort by absolute value, then number\n #sums.sort(key=lambda x: (x[0], x[1]))\n \n return result\n\n\n#print(order_by_points([]))\n#print(order_by_points([1, -10, 15, -7, -3]))\nprint(order_by_points([1, 11, -1, -11, -12]))\n"", ""skipped"": true}, ""2"": {""name"": ""retriever"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nclass Retriever:\n\tdef __init__(self, vectors, k):\n\t\tself.vectors = vectors\n\t\tself.k = k\n\t\n\tdef load_vectors(self):\n\t\tresult = self.kernel(self.vectors)\n\t\treturn result\n\nclass Parser:\n\tdef __init__(self, parent):\n\t\tself.entri = parent\n\tdef parse_url(self):\n\t\ttext = self.entri\n\t\t# some Al as you wish with your Neural Network like the one I madeOn another example\n\t\t# getting the sentiment or what ever you want\n\n\t\tres = json.dumps({\""What_you_want\"": text})\n\t\treturn res\n"", ""skipped"": false}}",6 to 10 years professional programming experience,Advanced – I can design and implement a complex system architecture,Never,gpt35,GPT-3.5,13 -Disagree,3,2,0 days 00:37:34,autocomplete_gpt35,autocomplete,3,4,0,"[200.967, 325.892, 1042.348]",523.069,2110.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n if len\n \""\""\""Result of the sum of x and the product of y and z\n Args:\n numbersX: A list of numbers\n \n Returns:\n The result of the sum of x and the product of y and z.\n \""\""\""\n \n # YOUR CODE HERE\n result = round(sum(numbers[0]), 1) + numbers[1]*numbers[2] \n print(result)\n return result"",""2"":""def sum_product(numbers):\n if len\n \n # YOUR CODE HERE\n result = round(sum(numbers[0]), 1) + numbers[1]*numbers[2] \n print(result)\n return result"",""3"":""def sum_product(numbers):\n sum"",""4"":""def sum_product(numbers):\n total, product = 0, 1\n \n for i in numbers:\n total += i\n product *= i\n return total, product\n \nnumbers = [1, 2, 3, 4, 5]\nprint(\""The sum is\"", sum_product(numbers)[0])\nprint(\""The"",""5"":""def sum_product(numbers):\n total, product = 0, 1\n \n for i in numbers:\n total += i\n product *= i\n return (total, product)\n "",""6"":""def sum_product(numbers):\n total, product = 0, 1\n \n for i in numbers:\n total += i\n product *= i\n return (total, product)\n\nsum_product([])"",""7"":""def sum_product(numbers):\n total, product = 0, 1\n \n for i in numbers:\n total += i\n product *= i\n return (total, product)\n\nprint (sum_product([]))\nprint (sum_product([1,2,3,4]))"",""8"":""def even_odd_count(num):\n\n exp_first = (num \/\/ 2) + (num % 2)\n exp_second = (num \/\/ 2)\n\n print(f'The number of odd numbers is {exp_first} and even numbers is {exp_second}.') # displays expected output\n\ndef run_all_even_odd():\n even_odd_count"",""9"":""def even_odd_count(num):\n "",""10"":""def even_odd_count(num):\n \n even, odd = 0, 0\n "",""11"":""def even_odd_count(num):\n \n even, odd = 0, 0\n for n in num:\n if n % 2 == 0:\n even += 1\n else:\n odd += 1\n \n return {\""Numb of even numbers\"": even, \""Numb of odd numbers\"": odd}"",""12"":""def even_odd_count(num):\n \n even, odd = 0, 0\n \n if num%2 == 0:\n even += 1\n else:\n odd += 1\n \n\t\n return even, odd\n\nnum = int(input().strip())\nneven, nodd = even_odd_count(num)\nres = '{} No of even number and {} No of odd number in {}"",""13"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 0\n while i"",""14"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs"",""15"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n if (i % 2 == 0):\n even = even + 1\n else:\n \t odd = odd + 1\n i *= 10"",""16"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10"",""17"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n \n \n while i > 0:\n if num % 2 == 0:\n even += 1\n else:\n odd += 1\n num = num \/\/ 10\n i = i \/\/ 10\n\n return even, odd\n\n\ndef main():\n my_num = int(input(\""Please enter your number:\\n\""))\n even , odd = even_odd_count(my_num)\n # print(f\""The count of the odd"",""18"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n \n while i "",""19"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n \n while i >= 10:\n x = (int(num \/ i)) % 10\n i *= 0.1\n even += 1 if x % 2 == 0 else 0\n odd += 1 if x % 2 != 0 else 0\n print(x)\n \n return (even, odd)\n\neven, odd = even_odd_count(13579)\nprint(\""The number of even digits is\"", even)\nprint(\""The number of odd digits is\"", odd)\n "",""20"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n i *= 0.1\n print (i)\n \n while i >= 10:\n x = (int(num \/ i)) % 10\n i *= 0.1\n even += 1 if x % 2 == 0 else 0\n odd += 1 if x % 2 != 0 else 0\n print(x)\n \n return (even, odd)\n\neven, odd = even_odd_count(13579)\nprint(\""The number of even digits is\"", even)\nprint(\""The number of odd digits is\"", odd)\n"",""21"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n i *= 0.1\n \n while i >= 1:\n x = (int(num \/ i)) % 10\n i *= 0.1\n even += 1 if x % 2 == 0 else 0\n odd += 1 if x % 2 != 0 else 0\n print(x)\n \n return (even, odd)\n\neven, odd = even_odd_count(-12)\nprint(\""The number of even digits is\"", even)\nprint(\""The number of odd digits is\"", odd)\n"",""22"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n i *= 0.1\n \n while i >= 1:\n x = (int(abs(num) \/ i)) % 10\n i *= 0.1\n even += 1 if x % 2 == 0 else 0\n odd += 1 if x % 2 != 0 else 0\n print(x)\n \n return (even, odd)\n\neven, odd = even_odd_count(-12)\nprint(\""The number of even digits is\"", even)\nprint(\""The number of odd digits is\"", odd)\n"",""23"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n i *= 0.1\n \n while i >= 1:\n x = (int(abs(num) \/ i)) % 10\n i *= 0.1\n even += 1 if x % 2 == 0 else 0\n odd += 1 if x % 2 != 0 else 0\n print(x)\n \n return (even, odd)\n\neven, odd = even_odd_count(123456789)\nprint(\""The number of even digits is\"", even)\nprint(\""The number of odd digits is\"", odd)\n"",""24"":""def even_odd_count(num):\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n i *= 0.1\n \n while i >= 1:\n x = (int(abs(num) \/ i)) % 10\n i *= 0.1\n even += 1 if x % 2 == 0 else 0\n odd += 1 if x % 2 != 0 else 0\n \n return (even, odd)\n"",""25"":""def even_odd_count(num):\n \n if num == 0:\n return (1,0\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n i *= 0.1\n \n while i >= 1:\n x = (int(abs(num) \/ i)) % 10\n i *= 0.1\n even += 1 if x % 2 == 0 else 0\n odd += 1 if x % 2 != 0 else 0\n \n return (even, odd)\n"",""26"":""def order_by_points(nums):\n return sorted(range(1, len(nums) + 1), key=nums.__getitem__, reverse=True)\n"",""27"":""def order_by_points(nums):\n def checkId(nums):\n return nums[0]\n nums.sort(key=checkId)\n return nums"",""28"":""def order_by_points(nums):\n def "",""29"":""def order_by_points(nums):\n def custom_sort_fn(a,b):\n if "",""30"":""def order_by_points(nums):\n def custom_sort_fn(a,b):\n if (a['points'] > b['points']):\n return -1\n elif (a['points'] < b['points']):\n return 1\n return 0\n #"",""31"":""def order_by_points(nums):\n def get_digits_su\n \n def custom_sort_fn(a,b):\n if "",""32"":""def order_by_points(nums):\n def get_digits_sum(a):\n sum = 0\n while a>0:\n sum+= a%10\n a\/\/=10\n \n def custom_sort_fn(a,b):\n if "",""33"":""def order_by_points(nums):\n def get_digits_sum(a):\n tp = 0\n while a>0:\n sum+= a%10\n a\/\/=10\n return sum\n \n def custom_sort_fn(a,b):\n if "",""34"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while a>0:\n sum += a%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if "",""35"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n sum += a%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if "",""36"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if a\/\/10 > 0\n sum += a%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if "",""37"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total+= a%10\n else:\n total+= a\n a\/\/= 10\n return abs(total)\n \n def custom_sort_fn(a,b):\n dsum_a = get_digit_sum(a)\n dsum_b = get_digit_sum(b)\n if dsum_a != dsum_b:\n return dsum_a - dsum_b\n return a-b\n \n nums = sorted(nums, custom_sort_fn\n sum += a%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if "",""38"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += a%10\n else:\n total += a%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if "",""39"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if "",""40"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if "",""41"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >="",""42"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >+ get_digits_sum(b):\n return 1\n else:\n return -1\n \n nums.sort(key = custom_sort_fn)\n return nums\n\nimport math\ndef delete_nth(lst, n):\n length = len(lst)\n i = 0\n while i < length:\n if lst.count(lst"",""43"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= "",""44"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else\n return -1\n \n \n return sorted(nums,key=functools.cmp_to_key(custom_sort_fn))\n\n@services.route('\/')\nclass Dashboard():\n \n def get():\n players = db.execute(\""SELECT p.name, p.team, s.player, s.fantasy_points FROM players p, playerstats s WHERE p"",""45"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else\n return -1\n \n \n return sorted(nums,key=functools.cmp_to_key(custom_sort_fn))\n \n\""\""\""\n\nI wrote the code here. If you understand the question,\nthe implementation should be straightforward.\n\nOtherwise, there is no explanation from you so that\nyou can't figure out what output to expect.\n\nPlease provide a correct description of the question.\n\nWithout proper description or example input and output, it is impossible to verify if the function is correct.\n"",""46"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else\n return -1\n \n\n return sorted(nums,key=functools.cmp_to_key(custom_sort_fn))\n\nprint (order_by_points[])"",""47"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n return sorted(nums,key=functools.cmp_to_key(custom_sort_fn))\n\nprint (order_by_points([]))\nprint (order_by_points((23,-22,-23)))\nprint (order_by_points((213,-27,-38,107)))\n\n\n# main(test_arr_5.sort())"",""48"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n return nums.sort(custom_sort_fn)\n\nprint (order_by_points([]))"",""49"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n return nums.sort(key=lcustom_sort_fn)\n\nprint (order_by_points([]))"",""50"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n return nums.sort(key=lambda x: custom_sort_fn)\n\nprint (order_by_points([]))"",""51"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n return nums.sort(key=lambda x:get_digits_sum(x))\n\nprint (order_by_points([]))"",""52"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n return nums.sort(key=lambda x:get_digits_sum(x))\n\nprint (order_by_points([]))"",""53"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n return nums.sort(key=lambda x:get_digits_sum(x))\n\nprint (order_by_points([1,2,3]))"",""54"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\nprint (order_by_points([3,2,1]))"",""55"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\nprint (order_by_points([1,11,-1]))"",""56"":""def order_by_points(nums):\n def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\nprint (\nprint (order_by_points([1,11,-1]))"",""57"":""def order_by_points(nums):\n \n\n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\nprint (get_digits_sum(1))\nprint (order_by_points([1,11,-1]))"",""58"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\nprint (get_digits_sum(11))\n# print (order_by_points([1,11,-1]))"",""59"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n a = \n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\nprint (get_digits_sum(-1))\n# print (order_by_points([1,11,-1]))"",""60"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -abs(a)%10\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\nprint (get_digits_sum(-1))\n# print (order_by_points([1,11,-1]))"",""61"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1]))"",""62"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12, 11, -111,-1112, 0]))"",""63"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""64"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x), reverse=True)\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""65"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""66"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n nums.sort(key=lambda x:get_digits_sum(x))\n nums.sort(key=lambda x:get_digits_sum(x))\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""67"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n nums.sort(custom_sort_fn)\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""68"":""def get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n nums.sort(key=custom_sort_fn)\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""69"":""from functools import cmp\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n nums.sort(key=custom_sort_fn)\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""70"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) >= get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key = cmp_to_key(\n nums.sort(key=custom_sort_fn)\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""71"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""72"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1 if a > b else -1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""73"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 0\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\n# print (get_digits_sum(-1))\nprint (order_by_points([1,11,-1, -11, -12]))"",""74"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\nprint (get_digits_sum(-12))\nprint (order_by_points([1,11,-1, -11, -12]))"",""75"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\nprint (get_digits_sum(-12))\n# print (order_by_points([1,11, 2, 10, 32, -1, 17, 55, 100, 1000, 123]))\n# print (order_by_points([1, 100, -2]))\n# print (order_by_points([0]))\n# print (order_by_points([-20, -10, -1, -11, -12]))"",""76"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\nprint (get_digits_sum(-12))\n# print (order_by_points([1,11,-1, -11, -12]))"",""77"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n print (a\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\nprint (get_digits_sum(-12))\n# print (order_by_points([1,11,-1, -11, -12]))"",""78"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a \/\/= 10\n print (a)\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\nprint (get_digits_sum(-12))\n# print (order_by_points([1,11,-1, -11, -12]))"",""79"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a = a\/\/ 10\n print (a)\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\nprint (get_digits_sum(-12))\n# print (order_by_points([1,11,-1, -11, -12]))"",""80"":""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)\/\/10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a = a\/\/10 if a>0 else -(abs(a)\/\/10)\n print (a)\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\nprint (get_digits_sum(-12))\n# print (order_by_points([1,11,-1, -11, -12]))"",""81"":""\nclass Retriever:\n '''\n This class creates a retriever object\n '''\n def __init__(self):\n super().__init__()\n\n def isQuestion(self, givenStr):\n '''\n This method checks if the input is a question based on special query keywords\n '''\n if 'who is ' in givenStr.lower():\n return True\n elif 'when is ' in givenStr.lower():\n return True\n elif"",""82"":""\nclass Retriever:\n"",""83"":""\nclass Retriever:\n \n def __init__(vectors, k):\n self. "",""84"":""\nclass Retriever:\n \n def __init__(vectors, k):\n self."",""85"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors"",""86"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = vectors\n self.k = k\n \nretrieve"",""87"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = vectors\n self.k = k\n \n \nvectors = array\nretriever = Retriever(vectors, k)"",""88"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = vectors\n self.k = k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""89"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = vectors\n self.k = k\n \n def set_k(self, k):\n self.k = k\n\n def cal_dist(x1, x2):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""90"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = vectors\n self.k = k\n \n def set_k(self, k):\n self.k = k \n\n def cal_dist(x1, x2):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""91"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = vectors\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n\n def cal_dist(x1, x2):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""92"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = vectors\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n \n def find_valid_index(k, i):\n results = [[i]*len(self.vectors)]\n \n for vec in self.vectors:\n cal_dist\n\n def nearest_neighbor\n\n def cal_dist(x1, x2):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""93"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.avectors\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n \n def find_valid_index(k, i):\n results = [[i]*len(self.vectors)]\n \n for vec in self.vectors:\n cal_dist\n\n def nearest_neighbor\n\n def cal_dist(x1, x2):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""94"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n \n def find_valid_index(k, i):\n results = [[i]*len(self.vectors)]\n \n for vec in self.vectors:\n cal_dist\n\n def nearest_neighbor\n\n def cal_dist(x1, x2):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""95"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def cal_dist(x1, x2):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""96"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x1, x):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""97"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def retrieve(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""98"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def get_top_k_similar_vectors(x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""99"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return np.sqrt((x1[0]-x2[0])**2 + (x1[1]-x2[1])**2)\n \n def get_top_k_similar_vectors(self, x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""100"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in ]\n \n def get_top_k_similar_vectors(self, x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""101"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in self.vectors ]\n \n def _distance(self, x, y)\n return sum(abs(xi-yi) for xi, yi in zip(x,y))\n \n def get_top_k_similar_vectors(self, x):\n closest = self.vectors[0]\n closest_k = self.vectors[:self.k\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""102"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in self.vectors ]\n \n def _distance(self, x, y)\n return sum(abs(xi-yi) for xi, yi in zip(x,y))\n \n def get_top_k_similar_vectors(self, x):\n self.distance(\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""103"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in self.vectors ]\n \n def _distance(self, x, y)\n return sum(abs(xi-yi) for xi, yi in zip(x,y))\n \n def get_top_k_similar_vectors(self, x):\n distances = self.distance(x)\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""104"":""\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in self.vectors ]\n \n def _distance(self, x, y):\n return sum(abs(xi-yi) for xi, yi in zip(x,y))\n \n def get_top_k_similar_vectors(self, x):\n distances = self.distance(x)\n \n \nvectors = array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""105"":""improt\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in self.vectors ]\n \n def _distance(self, x, y):\n return sum(abs(xi-yi) for xi, yi in zip(x,y))\n \n def get_top_k_similar_vectors(self, x):\n distances = self.distance(x)\n \n \nvectors = np.array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""106"":""import numpy as np\n\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in self.vectors ]\n \n def _distance(self, x, y):\n return sum(abs(xi-yi) for xi, yi in zip(x,y))\n \n def get_top_k_similar_vectors(self, x):\n distances = self.distance(x)\n \n \nvectors = np.array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"",""107"":""import numpy as np\n\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in self.vectors ]\n \n def _distance(self, x, y):\n return sum(abs(xi-yi) for xi, yi in zip(x,y))\n \n def get_top_k_similar_vectors(self, x):\n distances = self.distance(x)\n \n \nvectors = np.array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)""},""times"":{""0"":0.0,""1"":75.004,""2"":90.004,""3"":104.999,""4"":120.0,""5"":135.003,""6"":165.002,""7"":179.999,""8"":195.002,""9"":225.001,""10"":240.001,""11"":255.002,""12"":270.002,""13"":285.004,""14"":300.005,""15"":315.004,""16"":360.002,""17"":375.003,""18"":390.002,""19"":405.006,""20"":435.006,""21"":450.004,""22"":465.006,""23"":480.004,""24"":500.051,""25"":510.0,""26"":525.005,""27"":570.01,""28"":585.01,""29"":615.006,""30"":630.006,""31"":645.006,""32"":660.006,""33"":690.009,""34"":705.008,""35"":720.008,""36"":750.008,""37"":765.009,""38"":780.007,""39"":795.009,""40"":810.004,""41"":825.011,""42"":840.012,""43"":855.008,""44"":870.011,""45"":885.011,""46"":900.011,""47"":915.009,""48"":930.011,""49"":945.01,""50"":960.01,""51"":975.01,""52"":990.007,""53"":1005.01,""54"":1020.009,""55"":1035.011,""56"":1050.012,""57"":1065.009,""58"":1080.015,""59"":1095.013,""60"":1110.008,""61"":1125.017,""62"":1140.012,""63"":1155.016,""64"":1170.015,""65"":1185.013,""66"":1275.018,""67"":1290.019,""68"":1320.014,""69"":1350.014,""70"":1365.015,""71"":1380.015,""72"":1395.016,""73"":1410.017,""74"":1440.018,""75"":1455.012,""76"":1470.019,""77"":1485.017,""78"":1500.016,""79"":1530.018,""80"":1545.021,""81"":1560.023,""82"":1590.021,""83"":1605.015,""84"":1620.022,""85"":1635.018,""86"":1650.019,""87"":1665.021,""88"":1680.019,""89"":1695.022,""90"":1725.02,""91"":1740.024,""92"":1755.021,""93"":1770.022,""94"":1785.02,""95"":1815.023,""96"":1830.023,""97"":1845.024,""98"":1875.022,""99"":1890.023,""100"":1965.024,""101"":1980.026,""102"":2025.026,""103"":2040.024,""104"":2055.019,""105"":2070.024,""106"":2089.799,""107"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""even_odd_count"",""21"":""even_odd_count"",""22"":""even_odd_count"",""23"":""even_odd_count"",""24"":""even_odd_count"",""25"":""even_odd_count"",""26"":""order_by_points"",""27"":""order_by_points"",""28"":""order_by_points"",""29"":""order_by_points"",""30"":""order_by_points"",""31"":""order_by_points"",""32"":""order_by_points"",""33"":""order_by_points"",""34"":""order_by_points"",""35"":""order_by_points"",""36"":""order_by_points"",""37"":""order_by_points"",""38"":""order_by_points"",""39"":""order_by_points"",""40"":""order_by_points"",""41"":""order_by_points"",""42"":""order_by_points"",""43"":""order_by_points"",""44"":""order_by_points"",""45"":""order_by_points"",""46"":""order_by_points"",""47"":""order_by_points"",""48"":""order_by_points"",""49"":""order_by_points"",""50"":""order_by_points"",""51"":""order_by_points"",""52"":""order_by_points"",""53"":""order_by_points"",""54"":""order_by_points"",""55"":""order_by_points"",""56"":""order_by_points"",""57"":""order_by_points"",""58"":""order_by_points"",""59"":""order_by_points"",""60"":""order_by_points"",""61"":""order_by_points"",""62"":""order_by_points"",""63"":""order_by_points"",""64"":""order_by_points"",""65"":""order_by_points"",""66"":""order_by_points"",""67"":""order_by_points"",""68"":""order_by_points"",""69"":""order_by_points"",""70"":""order_by_points"",""71"":""order_by_points"",""72"":""order_by_points"",""73"":""order_by_points"",""74"":""order_by_points"",""75"":""order_by_points"",""76"":""order_by_points"",""77"":""order_by_points"",""78"":""order_by_points"",""79"":""order_by_points"",""80"":""order_by_points"",""81"":""retriever"",""82"":""retriever"",""83"":""retriever"",""84"":""retriever"",""85"":""retriever"",""86"":""retriever"",""87"":""retriever"",""88"":""retriever"",""89"":""retriever"",""90"":""retriever"",""91"":""retriever"",""92"":""retriever"",""93"":""retriever"",""94"":""retriever"",""95"":""retriever"",""96"":""retriever"",""97"":""retriever"",""98"":""retriever"",""99"":""retriever"",""100"":""retriever"",""101"":""retriever"",""102"":""retriever"",""103"":""retriever"",""104"":""retriever"",""105"":""retriever"",""106"":""retriever"",""107"":""retriever""},""time_gaps"":{""0"":0.0,""1"":75.004,""2"":15.0,""3"":14.995,""4"":15.001,""5"":15.003,""6"":29.999,""7"":14.997,""8"":15.003,""9"":29.999,""10"":15.0,""11"":15.001,""12"":15.0,""13"":15.002,""14"":15.001,""15"":14.999,""16"":44.998,""17"":15.001,""18"":14.999,""19"":15.004,""20"":30.0,""21"":14.998,""22"":15.002,""23"":14.998,""24"":20.047,""25"":9.949,""26"":15.005,""27"":45.005,""28"":15.0,""29"":29.996,""30"":15.0,""31"":15.0,""32"":15.0,""33"":30.003,""34"":14.999,""35"":15.0,""36"":30.0,""37"":15.001,""38"":14.998,""39"":15.002,""40"":14.995,""41"":15.007,""42"":15.001,""43"":14.996,""44"":15.003,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19.339, 6: 5.85, 7: 3.805, 8: 6.844, 10: 2.772, 11: 1.898, 13: 34.364, 14: 7.139, 17: 7.559, 18: 15.902, 22: 4.368, 23: 0.393, 24: 2.506, 25: 43.304, 26: 15.375, 27: 1.916, 28: 3.525, 29: 3.936, 31: 16.344, 32: 2.414, 33: 1.032, 34: 2.436, 35: 3.934, 36: 3.444, 37: 9.558, 38: 2.699, 40: 46.319, 41: 1.794, 42: 9.635, 44: 24.83, 45: 3.736, 46: 26.773, 48: 4.726, 49: 2.623, 50: 7.361, 51: 0.033, 52: 6.031, 53: 1.885, 55: 0.927, 57: 1.221, 58: 1.149, 59: 2.421, 61: 11.791, 62: 6.538, 63: 8.441, 65: 3.149, 66: 1.6, 67: 0.651, 69: 0.939, 70: 2.056, 72: 6.664, 74: 12.604, 75: 2.311, 77: 1.31, 78: 0.314, 81: 1.846, 83: 0.374, 84: 0.196, 85: 0.864, 88: 6.465, 89: 7.93, 91: 6.634, 92: 0.854, 93: 6.022, 94: 3.887, 95: 1.418, 96: 1.747, 97: 0.113, 98: 5.836, 100: 0.001, 102: 32.26, 103: 5.805, 104: 3.293, 105: 5.128, 108: 2.198, 109: 3.075, 110: 1.051, 111: 0.757, 112: 1.105, 113: 34.053, 114: 1.42, 115: 31.918, 117: 1.233, 119: 0.126, 120: 5.488, 121: 2.216, 122: 1.674, 125: 1.07, 126: 7.67, 128: 9.202, 129: 2.234, 130: 25.549, 131: 2.779, 133: 2.63, 134: 1.402, 135: 21.656, 137: 5.422, 139: 1.53, 140: 1.565, 141: 0.349, 142: 0.075, 143: 0.64, 144: 0.047, 145: 0.334}",0,0,,0.1111111111111111,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 200.968, ""completed"": true, ""code"": ""def sum_product(numbers):\n total, product = 0, 1\n \n for i in numbers:\n total += i\n product *= i\n return (total, product)\n\nprint (sum_product([]))\nprint (sum_product([1,2,3,4]))"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 325.893, ""completed"": true, ""code"": ""def even_odd_count(num):\n \n if num == 0:\n return (1,0\n \n even, odd = 0, 0\n i = 1\n while i <= abs(num):\n i *= 10\n i *= 0.1\n \n while i >= 1:\n x = (int(abs(num) / i)) % 10\n i *= 0.1\n even += 1 if x % 2 == 0 else 0\n odd += 1 if x % 2 != 0 else 0\n \n return (even, odd)\n"", ""skipped"": false}, ""1"": {""name"": ""order_by_points"", ""time_in_task"": 1042.349, ""completed"": true, ""code"": ""from functools import cmp_to_key\n\ndef get_digits_sum(a):\n total = 0\n while abs(a)>0:\n if abs(a)//10 > 0:\n total += abs(a)%10\n else:\n total += abs(a)%10 if a > 0 else -(abs(a)%10)\n break\n a = a//10 if a>0 else -(abs(a)//10)\n print (a)\n return total\n\ndef order_by_points(nums):\n \n def custom_sort_fn(a,b):\n if get_digits_sum(a) > get_digits_sum(b):\n return 1\n elif get_digits_sum(a) == get_digits_sum(b):\n return 1\n else:\n return -1\n \n if len(nums) == 0:\n return []\n \n # nums.sort(key=lambda x:get_digits_sum(x))\n cmp_to_key_custom = cmp_to_key(custom_sort_fn)\n nums.sort(key=cmp_to_key_custom)\n return nums\n\nprint (get_digits_sum(-12))\n# print (order_by_points([1,11,-1, -11, -12]))"", ""skipped"": false}, ""2"": {""name"": ""retriever"", ""time_in_task"": 0, ""completed"": false, ""code"": ""import numpy as np\n\nclass Retriever:\n \n def __init__(self, vectors, k):\n self.vectors = np.array(vectors)\n self.k = k\n \n def set_k(self, k):\n if k <= len(vectors):\n self.k = k\n \n def add_vectors(self, new_vectors):\n self.vectors = np.vstack((self.vectors, new_vectors))\n \n def get_k(self):\n return self.k\n\n def distance(self, x):\n return [ self._distance(x, x1) for x1 in self.vectors ]\n \n def _distance(self, x, y):\n return sum(abs(xi-yi) for xi, yi in zip(x,y))\n \n def get_top_k_similar_vectors(self, x):\n distances = self.distance(x)\n \n \nvectors = np.array([[1,2], [3,4], [5,6]])\nk = 2\nretriever = Retriever(vectors, k)"", ""skipped"": false}}",6 to 10 years professional programming experience,Intermediate – I can design and implement whole programs,Never,gpt35,GPT-3.5,14 -Strongly Agree,3,3,0 days 00:41:51,autocomplete_gpt35,autocomplete,1,4,2,[272.605],272.605,2106.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n \n return numbers[0] + numbers[1] + numbers[2]"",""2"":""def sum_product(numbers):\n len = "",""3"":""def sum_product(numbers):\n len = len(numbers)\n sum = 0\n product = 1\n for i in range(len):\n sum = sum + numbers[i]\n product = product * numbers[i]\n\n # returns a tuple with sum and product as elements\n return (sum, product)"",""4"":""def sum_product(numbers):\n len = len(numbers)\n sum = 0\n product = 1\n for i in range(len):\n sum = sum + numbers[i]\n product = product * numbers[i]\n\n # returns a tuple with sum and product as elements\n return (sum, product)\n"",""5"":""def sum_product(numbers):\n len = len(numbers)\n sum = 0\n product = 1\n for i in range(len):\n sum = sum + numbers[i]\n product = product * numbers[i]\n\n # returns a tuple with sum and product as elements\n return (sum, product)"",""6"":""def sum_product(numbers):\n le = len(numbers)\n sum = 0\n product = 1\n for i in range(le):\n sum = sum + numbers[i]\n product = product * numbers[i]\n\n # returns a tuple with sum and product as elements\n return (sum, product)"",""7"":""def even_odd_count(num):\n\teven = 0\n\todd = 0\n\twhile(num > 0):\n\t\trem = num % 10\n\t\tif(rem % 2 == 0):\n\t\t\teven += 1\n\t\telse:\n\t\t\todd += 1\n\t\tnum = num\/\/10\n\treturn(even,odd)\nnum = int"",""8"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n while num > 0:\n rem = num % 10\n \n if rem % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n num = num \/\/ 10\n print(\""Even count:\"", count_even)\n print(\""Odd count:\"", count_odd)\n \n# example\neven_odd"",""9"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n while num > 0:\n rem = num % 10\n \n if rem % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n num = num \/\/ 10\n print(\""Even count:\"", count_even)\n print(\""Odd count:\"", count_odd)\n \n# example\neven_odd_count(25468310)\n\n# output\n# Even count: 4\n# Odd count: 5"",""10"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n while num > 0:\n rem = num % 10\n \n if rem % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n num = num \/\/ 10\n print(\""Even count:\"", count_even)\n print(\""Odd count:\"", count_odd)\n \n# example\neven_odd"",""11"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0\n rem = num % 10\n \n if rem % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n num = num \/\/ 10\n print(\""Even count:\"", count_even)\n print(\""Odd count:\"", count_odd)\n \n# example\neven_odd"",""12"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += \n rem = num % 10\n \n if rem % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n num = num \/\/ 10\n print(\""Even count:\"", count_even)\n print(\""Odd count:\"", count_odd)\n \n# example\neven_odd"",""13"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += \n rem = num % 10\n if rem % 2 == 0:\n count_even += 1\n else:\n count_odd += 1 \n else:\n count_even = 1\n\n print(\""Number of Even digits: \"", count_even)\n print(\""Number of Odd digits\n \n# example\neven_odd"",""14"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += \n rem = num % 10\n\n \n# example\neven_odd"",""15"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += \n \n\n \n# example\neven_odd"",""16"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n \n \n\n \n# example\neven_odd"",""17"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n return \""Count of even digits: \"" + str(count_even) + \""\\nCount of odd digits: \"" + str(count_odd)\n \neven_odd = even_odd_count(-123456789) # change the number here\n \n\n \n# example\neven_odd"",""18"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_ev\n \n\n \n# example\neven_odd"",""19"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_even, count_odd)\n \neven_odd = even_odd_count(562649657)\neven_odd_count(562649657)\n\neven_odd_count(123456789)\n# expected\n \n\n \n# example\neven_odd"",""20"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_even, count_odd)\n \n\n"",""21"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_even, count_odd)\n \n\nen"",""22"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_even, count_odd)\n \n\neven_odd_count(324)"",""23"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_even, count_odd)\n \n\neven_odd_count(-345) # output: 2 1 "",""24"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_even, count_odd)\n \n\n"",""25"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n return (count_even, count_odd)\n \n\n"",""26"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n return count_even, count_odd\n \n\n"",""27"":""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_even, count_odd)\n \n\n"",""28"":""def order_by_points(nums):\n negative_nums = sorted([n for n in nums if n < 0], reverse=True)\n positive_nums = sorted([n for n in nums if n >= 0], reverse=True)\n return negative_nums"",""29"":""def order_by_points(nums):\n \n new_list=list(sorted(nums))\n return new_list\n\""\""\""list1 = [20, 10, 30, 15, 3, 2, 5]\nprint(order_by_points(list1))\""\""\""\n"",""30"":""def order_by_points(nums):\n len = len(nums)\n \n for i in range(1, len):\n key = nums[i]\n \n j = i-1\n while j >= 0 and key > nums[j]:\n nums[j+1] = nums[j]\n j -= 1\n \n nums[j+1] = key"",""31"":""def order_by_points(nums):\n len = len(nums)\n "",""32"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n for j in range(0, len-i-1):\n if nums[j] < nums[j+1] :\n nums[j], nums[j+1] = nums[j+1], nums[j]\n return nums"",""33"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n key = "",""34"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n key = str(nums[i])\n j = i - 1\n while j >= 0 and nums[j] > key:\n nums[j+"",""35"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if"",""36"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0"",""37"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n temp = nums[i]\n del nums[i]\n nums.append(temp)\n else:\n break\n \n for i in range(len):\n if nums[i] < 0:\n nums[i] = -nums[i"",""38"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums"",""39"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n \n else :\n key = nums[i]\n j = i - 1\n \n while j >= 0 and key < nums[j]:\n \n nums[j + 1] = nums[j]\n j = j - 1\n nums[j + 1] = nums[]\n"",""40"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n nums[i] = int(st)-int(st[0])+nums[i]*(.1**len)\n else:\n key = nums[i]\n st = str(key)\n nums[i] = key*1 + ((1+.1)**len)\n nums = sorted(nums)\n for i in range(len):\n if nums[i] % 1 == 0:\n nums[i] = int(nums[i])\n else:\n nums[i] = int(nums[i] - nums"",""41"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n nums[i] = nums[i] + sum\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""42"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n nums[i] = nums[i] + sum\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if nums[i] < 0:\n nums[i] = -nums[i]\n return nums"",""43"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n nums[i] = nums[i] + sum\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""44"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(len(st)):\n sum = sum + int(st[j])\n nums[i] = nums[i] + sum\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""45"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n nums[i] = nums[i] + sum\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""46"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n nums[i] = sum\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""47"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n if nums[i] == 0:\n continue\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""48"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n # Key for comparison\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""49"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n if nums[i] > 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""50"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n \n else:\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""51"":""def order_by_points(nums):\n len = len(nums)\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""52"":""def order_by_points(nums):\n len = len(nums)\n \n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""53"":""def order_by_points(nums):\n len = len(nums)\n sum = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""54"":""def order_by_points(nums):\n len = len(nums)\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""55"":""def order_by_points(nums):\n len = len(nums)\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n total[i] = sum\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n\n for i in range(len):\n if"",""56"":""def order_by_points(nums):\n len = len(nums)\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n total[i] = sum\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n"",""57"":""def order_by_points(nums):\n len = len(nums)\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n total[i] = sum\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n result = []\n for i in range(len):\n result.append(nums[i])\n\n return result\nnums = [1,-2, 3, 10, -5]\nprint(order_by_points(nums))"",""58"":""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n total[i] = sum\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n"",""59"":""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums of digits in a list\n # Use negative for negative numbers\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n total[i] = sum\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n nums.sort(reverse=True)\n"",""60"":""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums of digits in a list\n # Use negative for negative numbers\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n total[i] = sum\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n total.sort(reverse=True)\n"",""61"":""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums of digits in a list\n # Use negative for negative numbers\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n total[i] = sum\n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n\n\n total[i] = sum\n \n"",""62"":""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums of digits in a list\n # Use negative for negative numbers\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n \n total[i] = sum\n\n\n total[i] = sum\n \n"",""63"":""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums of digits in a list\n # Use negative for negative numbers\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n \n total[i] = sum\n \n return \n\n\n\n \n"",""64"":""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums of digits in a list\n # Use negative for negative numbers\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n \n total[i] = sum\n \n return sortedtotal\n\n\n\n \n"",""65"":""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums of digits in a list\n # Use negative for negative numbers\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n \n total[i] = sum\n \n return sorted(total)\n\n\n\n \n"",""66"":""\nclass Retriever:\n \n"",""67"":""\nclass Retriever:\n \n # constructor\n def __init__(self, counting=1, word=\""\"", characters=0):\n self.counting = counting\n self.word = word\n self.characters = characters\n \n # count the word(s)\/sentence(s)\n def count_words(self, text):\n for word in text.split():\n self.counting += 1\n \n # count the\n"",""68"":""\nclass Retriever:\n def __init__(self):\n self.bones = []\n \n def store_bone(self, bone):\n self.bones.append(bone)\n \n def bury_bones(self):\n self\n"",""69"":""\nclass Retriever:\n def retrieve_\n"",""70"":""\nclass Retriever:\n def retrieve_similar_vectors(self, vector):\n # code to retrieve similar vectors\n # from a database or model\n return similar_vectors\n"",""71"":""\nclass Retriever:\n def retrieve_similar_vectors(self, vector):\n # code to retrieve similar vectors\n # from a database or model\n return similar_vectors\n \n def set_k(k\n"",""72"":""\nclass Retriever:\n def retrieve_similar_vectors(self, vector):\n # code to retrieve similar vectors\n # from a database or model\n return similar_vectors\n \n def set_k(k):\n # code to set the number of similar vectors to retrieve\n self\n"",""73"":""\nclass Retriever:\n def retriever(self, vector):\n # code to retrieve similar vectors\n # from a database or model\n return similar_vectors\n \n def set_k(k):\n \n"",""74"":""\nclass Retriever:\n def retriever(vectors, k):\n # code to retrieve similar vectors\n # from a database or model\n return similar_vectors\n \n def train(vectors):\n # code to train a database or model\n # using the vectors\n # save the model or database\n return trained_model\n \n"",""75"":""\nclass Retriever:\n def retriever(vectors, k):\n # code to retrieve similar vectors\n # from a database or model\n \n # example code:\n similar_vectors = []\n for v in vectors:\n if len(similar_vectors) == k: # stop when k vectors are retrieved\n break\n if v.similarity(v\n return similar_vectors\n \n \n"",""76"":""\nclass Retriever:\n def retriever(vectors, k):\n # code to retrieve similar vectors\n # from a database or model\n \n similar_vectors = []\n for v in vectors:\n if len(similar_vectors) == k: # stop when k vectors are retrieved\n break\n if v.similarity(v\n return similar_vectors\n \n \n"",""77"":""\nclass Retriever:\n def retriever(vectors, k):\n # code to retrieve similar vectors\n # from a database or model\n \n similar_vectors = []\n for v in vectors:\n if len(similar_vectors) == k: # stop when k vectors are retrieved\n break\n if similar(v, vector_to_compare): # determine similarity between vector to compare and current vector\n similar_vectors.append(v) # add vector to list of similar vectors\n \n return similar_vectors\n \n \n"",""78"":""\nclass Retriever:\n def retriever(vectors, k):\n # code to retrieve similar vectors\n # from a database or model\n \n similar_vectors = []\n for v in vectors:\n if len(similar_vectors) == k: # stop when k vectors are retrieved\n break\n if similar(v, vector_to_compare): # determine similarity between vector to compare and current vector\n similar_vectors.append(v) # add vector to list of similar vectors\n \n return similar_vectors\n \n \n""},""times"":{""0"":0.0,""1"":120.001,""2"":135.001,""3"":149.999,""4"":165.0,""5"":180.005,""6"":240.0,""7"":270.0,""8"":405.001,""9"":420.0,""10"":450.002,""11"":465.001,""12"":480.006,""13"":495.002,""14"":510.001,""15"":585.0,""16"":600.002,""17"":615.001,""18"":645.001,""19"":659.999,""20"":675.002,""21"":735.001,""22"":750.002,""23"":870.001,""24"":885.004,""25"":915.001,""26"":930.001,""27"":945.0,""28"":960.001,""29"":1065.002,""30"":1110.003,""31"":1155.003,""32"":1170.001,""33"":1200.006,""34"":1215.017,""35"":1230.024,""36"":1245.024,""37"":1260.026,""38"":1335.024,""39"":1350.027,""40"":1365.027,""41"":1395.026,""42"":1410.025,""43"":1425.026,""44"":1440.025,""45"":1455.027,""46"":1470.027,""47"":1485.028,""48"":1500.025,""49"":1515.026,""50"":1530.03,""51"":1545.027,""52"":1560.027,""53"":1575.029,""54"":1590.026,""55"":1605.026,""56"":1620.027,""57"":1635.027,""58"":1650.027,""59"":1665.027,""60"":1680.29,""61"":1695.028,""62"":1710.027,""63"":1725.027,""64"":1740.029,""65"":1755.028,""66"":1770.028,""67"":1785.028,""68"":1860.029,""69"":1875.032,""70"":1890.03,""71"":1920.033,""72"":1935.029,""73"":1980.029,""74"":1995.028,""75"":2010.033,""76"":2055.029,""77"":2070.03,""78"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""even_odd_count"",""21"":""even_odd_count"",""22"":""even_odd_count"",""23"":""even_odd_count"",""24"":""even_odd_count"",""25"":""even_odd_count"",""26"":""even_odd_count"",""27"":""even_odd_count"",""28"":""order_by_points"",""29"":""order_by_points"",""30"":""order_by_points"",""31"":""order_by_points"",""32"":""order_by_points"",""33"":""order_by_points"",""34"":""order_by_points"",""35"":""order_by_points"",""36"":""order_by_points"",""37"":""order_by_points"",""38"":""order_by_points"",""39"":""order_by_points"",""40"":""order_by_points"",""41"":""order_by_points"",""42"":""order_by_points"",""43"":""order_by_points"",""44"":""order_by_points"",""45"":""order_by_points"",""46"":""order_by_points"",""47"":""order_by_points"",""48"":""order_by_points"",""49"":""order_by_points"",""50"":""order_by_points"",""51"":""order_by_points"",""52"":""order_by_points"",""53"":""order_by_points"",""54"":""order_by_points"",""55"":""order_by_points"",""56"":""order_by_points"",""57"":""order_by_points"",""58"":""order_by_points"",""59"":""order_by_points"",""60"":""order_by_points"",""61"":""order_by_points"",""62"":""order_by_points"",""63"":""order_by_points"",""64"":""order_by_points"",""65"":""order_by_points"",""66"":""retriever"",""67"":""retriever"",""68"":""retriever"",""69"":""retriever"",""70"":""retriever"",""71"":""retriever"",""72"":""retriever"",""73"":""retriever"",""74"":""retriever"",""75"":""retriever"",""76"":""retriever"",""77"":""retriever"",""78"":""retriever""},""time_gaps"":{""0"":0.0,""1"":120.001,""2"":15.0,""3"":14.998,""4"":15.001,""5"":15.005,""6"":59.995,""7"":30.0,""8"":135.001,""9"":14.999,""10"":30.002,""11"":14.999,""12"":15.005,""13"":14.996,""14"":14.999,""15"":74.999,""16"":15.002,""17"":14.999,""18"":30.0,""19"":14.998,""20"":15.003,""21"":59.999,""22"":15.001,""23"":119.999,""24"":15.003,""25"":29.997,""26"":15.0,""27"":14.999,""28"":15.001,""29"":105.001,""30"":45.001,""31"":45.0,""32"":14.998,""33"":30.005,""34"":15.011,""35"":15.007,""36"":15.0,""37"":15.002,""38"":74.998,""39"":15.003,""40"":15.0,""41"":29.999,""42"":14.999,""43"":15.001,""44"":14.999,""45"":15.002,""46"":15.0,""47"":15.001,""48"":14.997,""49"":15.001,""50"":15.004,""51"":14.997,""52"":15.0,""53"":15.002,""54"":14.997,""55"":15.0,""56"":15.001,""57"":15.0,""58"":15.0,""59"":15.0,""60"":15.263,""61"":14.738,""62"":14.999,""63"":15.0,""64"":15.002,""65"":14.999,""66"":15.0,""67"":15.0,""68"":75.001,""69"":15.003,""70"":14.998,""71"":30.003,""72"":14.996,""73"":45.0,""74"":14.999,""75"":15.005,""76"":44.996,""77"":15.001,""78"":29.97}}",15,3,16,14,8,20,380,9,65,0.13846153846153847,"{1: 12.796, 4: 13.743, 5: 19.044, 7: 15.803, 8: 134.09, 9: 13.791, 10: 30.318, 12: 0.261, 14: 10.205, 16: 10.337, 17: 1.492, 20: 27.129, 23: 0.919, 25: 0.208, 26: 5.079, 28: 4.625, 31: 21.175, 33: 0.159, 34: 18.616, 36: 1.335, 37: 7.116, 38: 3.448, 39: 3.573, 40: 0.613, 42: 1.436, 43: 106.189, 44: 38.617, 45: 0.192, 46: 43.397, 48: 27.826, 52: 4.858, 53: 0.481, 54: 0.146, 55: 0.553, 56: 2.839, 57: 74.154, 58: 4.598, 60: 6.696, 61: 21.714, 63: 13.696, 64: 14.545, 65: 8.064, 66: 7.107, 67: 15.973, 68: 5.526, 69: 1.499, 70: 4.491, 72: 0.393, 73: 0.648, 75: 3.021, 76: 4.216, 77: 2.643, 80: 0.214, 82: 0.493, 83: 5.561, 84: 13.511, 85: 0.257, 86: 0.092, 88: 5.204, 89: 1.81, 91: 4.147, 92: 1.502, 94: 3.583, 95: 0.121, 96: 7.139, 98: 1.636, 99: 8.819, 100: 79.431, 101: 8.435, 102: 0.405, 106: 4.734, 107: 14.449, 109: 2.345, 110: 48.79, 111: 4.882, 112: 39.785, 114: 2.257, 115: 5.573, 117: 6.226}",0,0,,0.13846153846153847,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 272.605, ""completed"": true, ""code"": ""def sum_product(numbers):\n le = len(numbers)\n sum = 0\n product = 1\n for i in range(le):\n sum = sum + numbers[i]\n product = product * numbers[i]\n\n # returns a tuple with sum and product as elements\n return (sum, product)"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 688.455, ""completed"": false, ""code"": ""def even_odd_count(num):\n \n count_even = 0\n count_odd = 0\n \n if num > 0:\n num = str(num)\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n elif num < 0:\n num = str(num)[1:]\n for n in num:\n if int(n) % 2 == 0:\n count_even += 1\n else:\n count_odd += 1\n \n print(count_even, count_odd)\n \n\n"", ""skipped"": true}, ""1"": {""name"": ""order_by_points"", ""time_in_task"": 810.83, ""completed"": false, ""code"": ""def order_by_points(nums):\n len = len(nums)\n \n # Store the sums of digits in a list\n # Use negative for negative numbers\n total = []\n for i in range(len):\n if nums[i] < 0:\n key = -nums[i]\n st = str(key)\n sum = -int(st[j])\n for j in range(1, len(st)):\n sum = sum + int(st[j])\n \n \n if nums[i] > 0:\n key = nums[i]\n st = str(key)\n sum = 0\n for j in range(len(st)):\n sum = sum + int(st[j])\n \n total[i] = sum\n \n return sorted(total)\n\n\n\n \n"", ""skipped"": true}, ""2"": {""name"": ""retriever"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nclass Retriever:\n def retriever(vectors, k):\n # code to retrieve similar vectors\n # from a database or model\n \n similar_vectors = []\n for v in vectors:\n if len(similar_vectors) == k: # stop when k vectors are retrieved\n break\n if similar(v, vector_to_compare): # determine similarity between vector to compare and current vector\n similar_vectors.append(v) # add vector to list of similar vectors\n \n return similar_vectors\n \n \n"", ""skipped"": false}}",3 to 5 years professional programming experience,Intermediate – I can design and implement whole programs,Always (daily),gpt35,GPT-3.5,15 -Neutral,4,2,0 days 00:39:36,autocomplete_gpt35,autocomplete,2,4,1,"[104.088, 668.771]",386.42949999999996,2104.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n \n sumNumbers = 0\n productNumbers = 1\n \n for num in numbers:\n \n sumNumbers += num\n productNumbers *= num\n \n return sumNumbers + productNumbers\n "",""2"":""def sum_product(numbers):\n \n sumNumbers = 0\n productNumbers = 1\n \n for num in numbers:\n \n sumNumbers += num\n productNumbers *= num\n \n return sumNumbers + productNumbers"",""3"":""def even_odd_count(num):"",""4"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n \n for i in num:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (\""Count of even numbers:\"", even, \""Count"",""5"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n while(a%10 \n \n for i in num:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (\""Count of even numbers:\"", even, \""Count"",""6"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n while(a%10 != 0):\n a = a\/\/10\n \n for i in num:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (\""Count of even numbers:\"", even, \""Count"",""7"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n while(a%10 != 0):\n a = a\/\/10\n \n for i in num:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (\""Count of even numbers:\"", even, \""Count"",""8"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a%10 != 0):\n a = a\/\/10\n \n for i in num:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (\""Count of even numbers:\"", even, \""Count"",""9"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a%10 != 0):\n rem = a\n a = a\/\/10\n \n for i in num:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (\""Count of even numbers:\"", even, \""Count"",""10"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a%10 != 0):\n rem = a\/10\n \n numbers.append(rem)\n a = a\/\/10\n \n for i in num:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (\""Count of even numbers:\"", even, \""Count"",""11"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a%10 != 0):\n rem = a\/10\n numbers.append(rem)\n a = a\/\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (\""Count of even numbers:\"", even, \""Count"",""12"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a%10 != 0):\n rem = a\/10\n numbers.append(rem)\n a = a\/\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""13"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a\/10 != 0):\n rem = a\/10\n numbers.append(rem)\n a = a\/\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""14"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a\/\/10 != 0):\n rem = a\/\/10\n numbers.append(rem)\n a = a\/\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""15"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(rem)\n a = a\/\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""16"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(rem)\n a = a\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)\n \ne"",""17"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(rem)\n a = a\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)\n \neven_odd_count(123)"",""18"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(rem)\n a = a\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)\n\nif __name__ == \""__main__\"":\n num"",""19"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(rem)\n a = a\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""20"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - rem*10)\n a = a\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""21"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = a\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""22"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = a\/\/10\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""23"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)\n\nif __name__ ==\""__main__\"":\n \n n = int(input(\""Enter the number : \""))\n \n (even_count, odd_count) = even_odd_count(n)\n \n print(\""Number of even digits :\"", even_count)\n print(\""Number of odd digits :\"", odd_count)"",""24"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""25"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)\n \nprint(even_odd_count(123))"",""26"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)\n \nprint(even_odd_count(-12))"",""27"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n if a < 0:\n a *= -1\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)\n \nprint(even_odd_count(-12))"",""28"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n if a < 0:\n a *= -1\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""29"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n if a < 0:\n a *= -1\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""30"":""def even_odd_count(num):\n \n even = 0\n odd = 0\n \n a = num\n \n if a < 0:\n a *= -1\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n if a == 0:\n return (1) \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""31"":""def even_odd_count(num):\n \n \n \n even = 0\n odd = 0\n \n a = num\n \n if a < 0:\n a *= -1\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n \n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n\n return (even, odd)"",""32"":""def even_odd_count(num):\n \n if num == 0:\n return (1)\n else:\n \n even = 0\n odd = 0\n \n a = num\n \n if a < 0:\n a *= -1\n \n numbers = []\n \n while(a != 0):\n rem = a\/\/10\n numbers.append(a - (rem*10))\n a = rem\n \n \n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n \n return (even, odd)"",""33"":""def is_multiply_prime(a):\n \n primenumbers= []\n \n for Number in range ( a):\n \n count=0\n \n for i in range (2, Number):\n \n if(Number % i == 0):\n count= count + 1\n \n"",""34"":""def is_multiply_prime(a):\n \n primenumbers= []\n \n for Number in range ( a):\n \n count=0\n \n for i in range (2, Number):\n \n if(Number % i == 0):\n count= count + 1\n \n if(count == 0):\n primenumbers.append(Number)\n \n for k in primenumbers:\n if a%k !=0:\n continue\n else:\n return False\n\n return True\n \n \nprint(is_multiply_prime(4343)) \n \n \n \n \n"",""35"":""def is_multiply_prime(a):\n \n primenumbers= []\n \n for Number in range ( a):\n \n count=0\n \n for i in range (2, Number):\n \n if(Number % i == 0):\n count= count + 1\n \n if(count == 0):\n primenumbers.append(Number)\n \n for k in primenumbers:\n if a%k !=0:\n continue\n else:\n return False\n\n return True\n \n \nprint(is_multiply_prime(4343))\n \n \n"",""36"":""def is_multiply_prime(a):\n \n primenumbers= []\n \n for Number in range ( a):\n \n count=0\n \n for i in range (2, Number):\n \n if(Number % i == 0):\n count= count + 1\n \n if(count == 0):\n primenumbers.append(Number)\n \n for k in primenumbers:\n if a%k !=0:\n continue\n else:\n return False\n\n return True\n \n \n"",""37"":""def is_multiply_prime(a):\n \n primenumbers= []\n \n for Number in range ( a):\n \n count=0\n \n for i in range (2, Number):\n \n if(Number % i == 0):\n count= count + 1\n \n if(count == 0):\n primenumbers.append(Number)\n \n for k in primenumbers:\n if a%k !=0:\n continue\n else:\n return False\n\n return True\n \n \n \n \nprint(is_multiply_prime(5))\n \n \n"",""38"":""def is_multiply_prime(a):\n \n primenumbers= []\n \n for Number in range ( a):\n \n count=0\n \n for i in range (2, Number):\n \n if(Number % i == 0):\n count= count + 1\n \n if(count == 0):\n primenumbers.append(Number)\n \n for k in primenumbers:\n if a%k !=0:\n continue\n else:\n return False\n\n return True\n \n \nprint(is_multiply_prime(5))\n \n \n"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n # Convert all values in col3 to their corresponding string representations\n df['col3'] = df['col3'].astype(str)\n \n # Replace instances of '0.0' in col3 with 'na'\n df['col3'] = df['col3'].\n\nprint(transform_df(df))\n"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n\nprint(transform_df(df))\n"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n # Compute the mean of col1 and col2\n col1_mean = df['col1'].mean()\n col2_mean = df['col2\n \n # Convert all values in col3 to their corresponding string representations\n df['col3'] = df['col3'].astype(str)\n \n # Replace instances of '0.0' in col3 with 'na'\n df['col3'] = df['col3'].\n\nprint(transform_df(df))\n"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""44"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df['col6'] = df['col1'] + df['col2']\n df['col7'] = df['col3'] * df['col5']\n df['col8'] = df['col4'] - df['col1']\n return df\n\nprint(transform_df(df))\n"",""45"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df\n\nprint(transform_df(df))\n"",""46"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df['col6'] = df['col1'] + df['col2']\n df['col7'] = df['col3'] * df['col5']\n df['col8'] = df['col4'] - df['col1']\n return df\n\nprint(transform_df(df))\n"",""47"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df_new['col1'] = df['col1']\n df['col6'] = df['col1'] + df['col2']\n df['col7'] = df['col3'] * df['col5']\n df['col8'] = df['col4'] - df['col1']\n return df\n\nprint(transform_df(df))\n"",""48"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df['col2'] = df['col1'] + df['col2']\n df['col7'] = df['col3'] * df['col5']\n df['col8'] = df['col4'] - df['col1']\n return df\n\nprint(transform_df(df))\n"",""49"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df_new['col2'] = df['col2'] * df['col2']\n df['col7'] = df['col3'] * df['col5']\n df['col8'] = df['col4'] - df['col1']\n return df\n\nprint(transform_df(df))\n"",""50"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df_new['col2'] = df['col2'] * df['col4']\n df['col7'] = df['col3'] * df['col5']\n df['col8'] = df['col4'] - df['col1']\n return df\n\nprint(transform_df(df))\n"",""51"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df_new['col2'] = df['col2'] * df['col4']\n df['col7'] = df['col3'] * df['col5']\n df['col8'] = df['col4'] - df['col1']\n return df_new\n"",""52"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df_new['col2'] = df['col2'] * df['col4']\n df_new['col4'] = df['col4']*1\n df['col8'] = df['col4'] - df['col1']\n return df_new\n"",""53"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df_new['col2'] = df['col2'] * df['col4']\n df_new['col4'] = df['col4']*100\n df['col8'] = df['col4'] - df['col1']\n return df_new\n"",""54"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df_new['col2'] = df['col2'] * df['col4']\n df_new['col4'] = df['col4']*100\n df['col8'] = df['col4'] - df['col1']\n return df_new\n""},""times"":{""0"":0.0,""1"":29.998,""2"":49.62,""3"":90.857,""4"":134.999,""5"":149.995,""6"":164.995,""7"":179.995,""8"":209.994,""9"":269.998,""10"":284.998,""11"":299.995,""12"":319.54,""13"":344.996,""14"":359.997,""15"":404.998,""16"":419.994,""17"":434.994,""18"":449.996,""19"":464.998,""20"":509.993,""21"":524.998,""22"":539.995,""23"":615.99,""24"":629.998,""25"":644.993,""26"":659.996,""27"":674.994,""28"":691.44,""29"":704.998,""30"":719.996,""31"":734.993,""32"":750.813,""33"":764.993,""34"":779.998,""35"":794.998,""36"":824.993,""37"":839.996,""38"":855.745,""39"":1574.997,""40"":1634.997,""41"":1664.993,""42"":1679.979,""43"":1829.963,""44"":1844.964,""45"":1874.964,""46"":1889.969,""47"":1904.962,""48"":1919.962,""49"":1934.966,""50"":1964.966,""51"":1994.966,""52"":2069.961,""53"":2084.962,""54"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""even_odd_count"",""4"":""even_odd_count"",""5"":""even_odd_count"",""6"":""even_odd_count"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""even_odd_count"",""21"":""even_odd_count"",""22"":""even_odd_count"",""23"":""even_odd_count"",""24"":""even_odd_count"",""25"":""even_odd_count"",""26"":""even_odd_count"",""27"":""even_odd_count"",""28"":""even_odd_count"",""29"":""even_odd_count"",""30"":""even_odd_count"",""31"":""even_odd_count"",""32"":""even_odd_count"",""33"":""is_multiply_prime"",""34"":""is_multiply_prime"",""35"":""is_multiply_prime"",""36"":""is_multiply_prime"",""37"":""is_multiply_prime"",""38"":""is_multiply_prime"",""39"":""table_transform_unnamed1"",""40"":""table_transform_unnamed1"",""41"":""table_transform_unnamed1"",""42"":""table_transform_unnamed1"",""43"":""table_transform_unnamed1"",""44"":""table_transform_unnamed1"",""45"":""table_transform_unnamed1"",""46"":""table_transform_unnamed1"",""47"":""table_transform_unnamed1"",""48"":""table_transform_unnamed1"",""49"":""table_transform_unnamed1"",""50"":""table_transform_unnamed1"",""51"":""table_transform_unnamed1"",""52"":""table_transform_unnamed1"",""53"":""table_transform_unnamed1"",""54"":""table_transform_unnamed1""},""time_gaps"":{""0"":0.0,""1"":29.998,""2"":19.622,""3"":41.237,""4"":44.142,""5"":14.996,""6"":15.0,""7"":15.0,""8"":29.999,""9"":60.004,""10"":15.0,""11"":14.997,""12"":19.545,""13"":25.456,""14"":15.001,""15"":45.001,""16"":14.996,""17"":15.0,""18"":15.002,""19"":15.002,""20"":44.995,""21"":15.005,""22"":14.997,""23"":75.995,""24"":14.008,""25"":14.995,""26"":15.003,""27"":14.998,""28"":16.446,""29"":13.558,""30"":14.998,""31"":14.997,""32"":15.82,""33"":14.18,""34"":15.005,""35"":15.0,""36"":29.995,""37"":15.003,""38"":15.749,""39"":719.252,""40"":60.0,""41"":29.996,""42"":14.986,""43"":149.984,""44"":15.001,""45"":30.0,""46"":15.005,""47"":14.993,""48"":15.0,""49"":15.004,""50"":30.0,""51"":30.0,""52"":74.995,""53"":15.001,""54"":15.038}}",2,9,2,2,9,5,145,2,37,0.05405405405405406,"{1: 3.483, 2: 1.893, 4: 3.533, 5: 4.123, 8: 1.311, 9: 4.211, 10: 2.598, 12: 7.672, 13: 0.4, 15: 1.116, 16: 0.96, 17: 2.848, 18: 23.411, 19: 4.722, 20: 0.437, 22: 2.314, 23: 4.145, 24: 0.068, 25: 0.364, 26: 4.35, 28: 5.019, 29: 0.433, 30: 3.421, 31: 1.059, 33: 0.003, 35: 3.738, 36: 0.64, 37: 1.668, 39: 2.729, 40: 2.554, 41: 6.897, 42: 0.105, 43: 3.106, 44: 1.316, 45: 1.628, 46: 0.341, 48: 0.18, 49: 0.061, 50: 0.058, 51: 0.474, 52: 1.538, 53: 39.745, 54: 153.366, 55: 39.069, 57: 0.532, 58: 1.276, 59: 1.675, 60: 0.183, 61: 1.243, 62: 1.078, 63: 0.61, 64: 0.855, 65: 1.661}",1,0,0.0,0.05555555555555555,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 104.09, ""completed"": true, ""code"": ""def sum_product(numbers):\n \n sumNumbers = 0\n productNumbers = 1\n \n for num in numbers:\n \n sumNumbers += num\n productNumbers *= num\n \n return sumNumbers + productNumbers"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 668.773, ""completed"": true, ""code"": ""def even_odd_count(num):\n \n if num == 0:\n return (1)\n else:\n \n even = 0\n odd = 0\n \n a = num\n \n if a < 0:\n a *= -1\n \n numbers = []\n \n while(a != 0):\n rem = a//10\n numbers.append(a - (rem*10))\n a = rem\n \n \n \n for i in numbers:\n if i%2 == 0:\n even+=1\n else:\n odd+=1\n \n return (even, odd)"", ""skipped"": false}, ""1"": {""name"": ""is_multiply_prime"", ""time_in_task"": 801.81, ""completed"": false, ""code"": ""def is_multiply_prime(a):\n \n primenumbers= []\n \n for Number in range ( a):\n \n count=0\n \n for i in range (2, Number):\n \n if(Number % i == 0):\n count= count + 1\n \n if(count == 0):\n primenumbers.append(Number)\n \n for k in primenumbers:\n if a%k !=0:\n continue\n else:\n return False\n\n return True\n \n \nprint(is_multiply_prime(5))\n \n \n"", ""skipped"": true}, ""2"": {""name"": ""table_transform_unnamed1"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n df_new = df.copy()\n df_new['col2'] = df['col2'] * df['col4']\n df_new['col4'] = df['col4']*100\n df['col8'] = df['col4'] - df['col1']\n return df_new\n"", ""skipped"": false}}",0 to 2 years professional programming experience,Intermediate – I can design and implement whole programs,Rarely (once a month),gpt35,GPT-3.5,16 -Strongly Disagree,4,5,0 days 00:39:50,autocomplete_gpt35,autocomplete,5,7,1,"[173.591, 123.025, 443.174, 195.484, 497.137]",286.48220000000003,2106.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n "",""2"":""def sum_product(numbers): \n sum = 0\n product = 1\n \n for i in numbers:\n sum += i\n product *= i\n \n return print(f\""The sum is {sum}, and the product is {product}\"")\n\ndef main():\n numbers = [1,2,3,"",""3"":""def sum_product(numbers): \n sum = 0\n product = 1\n \n for i in numbers:\n sum += i\n product *= i\n \n return print(f\""The sum is {sum}, and the product is {product}\"")\n\ndef main():\n numbers = [1,2,3,4]\n "",""4"":""def sum_product(numbers): \n num_sum = 0\n product = 1\n \n for i in numbers:\n sum += i\n product *= i\n \n return print(sum, product)\n\ndef main():\n numbers = [1,2,3,4]\n sum_product(numbers)"",""5"":""def sum_product(numbers): \n num_sum = 0\n num_product = 1\n \n for i in numbers:\n num_sum += i\n num_product *= i\n \n return print(num_sum, num_product)\n\ndef main():\n numbers = [1,2,3,4]\n print(sum_product(numbers)"",""6"":""def sum_product(numbers): \n num_sum = 0\n num_product = 1\n \n for i in numbers:\n num_sum += i\n num_product *= i\n \n return num_sum, num_product\n\ndef main():\n numbers = [1,2,3,4]\n print(sum_product(numbers))"",""7"":""def sum_product(numbers): \n num_sum = 0\n num_product = 1\n \n for i in numbers:\n num_sum += i\n num_product *= i\n \n return num_sum, num_product\n\ndef main():\n numbers = [1,2,3,4]\n print(sum_product(numbers)) \n ## (10, 24)\n \nif __name__ == \""__main__\"":\n main()"",""8"":""def even_odd_count(num):\n # create two counters\n even_count = 0\n odd_count = 0\n # loop it\n while num > 0:\n # get the last digit\n last"",""9"":""def even_odd_count(num):\n \""\""\""\n Python program to count of odd and even numbers\n \""\""\""\n even_count = 0\n odd_count = 0\n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num = num \/\/ 10\n return even_count, odd_count\n\nif __name__ == '__main__':\n num = int(input(\""Please enter a"",""10"":""def even_odd_count(num):\n \""\""\""\n Python program to count of odd and even numbers\n \""\""\""\n even_count = 0\n odd_count = 0\n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num = num \/\/ 10\n return even_count, odd_count\n\nif __name__ == '__main__':\n print(even_odd_count(-12))"",""11"":""def even_odd_count(num):\n \""\""\""\n Python program to count of odd and even numbers\n \""\""\""\n even_count = 0\n odd_count = 0\n num = abs(num)\n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num = num \/\/ 10\n return even_count, odd_count\n\nif __name__ == '__main__':\n print(even_odd_count(123))"",""12"":""def even_odd_count(num):\n \""\""\""\n Python program to count of odd and even numbers\n \""\""\""\n even_count = 0\n odd_count = 0\n num = abs(num)\n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num = num \/\/ 10\n return even_count, odd_count\n\nif __name__ == '__main__':\n print(even_odd_count(0))"",""13"":""def even_odd_count(num):\n \""\""\""\n Python program to count of odd and even numbers\n \""\""\""\n even_count = 0\n odd_count = 0\n \n \n num = abs(num)\n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num = num \/\/ 10\n return even_count, odd_count\n\nif __name__ == '__main__':\n print(even_odd_count(0))\n # should be (1, 0)"",""14"":""def is_multiply_prime(a):\n multiply = a\n for i in range(2, a+1):\n if(a%i == 0):\n multiply = multiply\/i\n if(multiply == 1):\n return True\n return False"",""15"":""def is_multiply_prime(a):\n result = 1\n if (a > 1):\n temp = a\n for i in range(2, temp):\n if (a % i != 0):\n continue\n else:\n result = 0\n break\n if (result == 1):\n result = 0\n str_a = str(a)\n int_length = len(str_a) - 1\n int_current = int_length\n while (int_current >= 1):\n if (a % int(int(\""1\"" + int_current * '0')) != 0):\n int_current -= 1\n continue\n else:\n result += 1\n break\n if (result == 0):\n return False\n else:\n result = 1\n for i in range(2, len(str_a) - 1):\n if (a % int(int(a \/ int(\""1\"" + i * '0')).__round__()) != 0):\n continue\n else:\n result = 0\n break\n if (result == 1):\n return True\n else:\n return False\n else:\n"",""16"":""def is_multiply_prime(a):\n fact = 2 \n while(fact <= a\/2): \n if (a % fact == 0): \n"",""17"":""def is_multiply_prime(a):\n fact = 2 \n while(fact <= a\/2): \n if (a % fact == 0): \n return False\n fact += 1\n return True\n# end of is_multiply_prime\n\n# print all the possible combination in given arrays\ndef make_child(a, b):\n child = []\n for x in a:\n for y in b:\n if is_multiply_prime(x*y):\n child.append(x*y)\n return child\n# end of make_child\n\n# find all possible combination for parent a, b, and c\ndef find_all(a, b, c):\n # make all combination for a and b\n child_1 = make_child(a, b)\n \n # make all combination for child_1 and c\n child_2 = make_child(child_1, c)\n \n # remove duplicate\n child_2 = set(child_2)\n child_2 = list(child_2)\n \n # sort the list\n child_2.sort()\n print(child_2)\n \n return child_2\n# end of find_all "",""18"":""def is_multiply_prime(a):\n all_primes = ["",""19"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, "",""20"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47]\n b = True\n a = 47\n c = 0\n for i in all_primes:\n if a % i == 0:\n c += 1\n if c > 2:\n b = False\n return b\n return b"",""21"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n"",""22"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = []\n for i in all_primes:\n if a % i == 0:\n prime_count.append(i)\n \n if len(prime_count) > 1:\n return True\n else:\n return False\n\n\n #if a % 1 == 0 and a % a == 0 and:\n # return True\n \n\n for i in all_primes:\n if a % i == 0 and a != i:\n return False #if "",""23"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in all_primes:\n if a % i == 0 and a != i:\n return False #if "",""24"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for\n for i in all_primes:\n if a % i == 0 and a != i:\n a \/= i\n prime_count += 1"",""25"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0 and a != i:\n a \/= i\n prime_count += 1\n \n return prime_cou"",""26"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0 and a != i:\n a \/= i\n prime_count += 1\n \n return prime_count == 3\n \nif __main__:\n # code and statements here are treated as statement in the main world\n # variables that you change here do not change the variables outside and are not remembered\n # use main() to run main\n\n a = 10\n result = is_multiply_prime(a)\n if result == True :\n print(\""True, the number {} is a multiplied prime 3\"".format(a))\n else:\n print(\""False, the number {} is not a multiplied prime 3\"".format(a))\n \n # a change to the value of the integer\n \n result = is_multiply_prime(19)\n if result == True :\n print(\""True, the number {} is a multiplied prime 3\"".format(a))\n "",""27"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0 and a != i:\n a \/= i\n prime_count += 1\n \n return prime_count == 3\n \ndef main():\n a = 10\n result = is_multiply_prime(a)\n if result == True :\n"",""28"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0 and a != i:\n a \/= i\n prime_count += 1\n \n return prime_count == 3\n \nif __name__ == \""__main"",""29"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0 and a != i:\n a \/= i\n prime_count += 1\n \n return prime_count == 3\n \nif __name__ == \""__main__\"":\n a = 30\n print(prime_count(a))\n # returns true as meaningful input\n a = 23\n print(prime_count(a))\n # returns false as meaningful input"",""30"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0 and a != i:\n a \/= i\n prime_count += 1\n \n return prime_count == 3\n \nif __name__ == \""__main__\"":\n a = 30\n print(is_multiply_prime(a))"",""31"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0:\n a \/= i\n prime_count += 1\n \n return prime_count == 3\n \nif __name__ == \""__main__\"":\n a = 30\n print(is_multiply_prime(a))"",""32"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = []\n for i in range(3):\n for i in all_primes:\n if a % i == 0:\n a \/= i\n prime_count += 1\n \n \n return prime_count == 3\n \nif __name__ == \""__main__\"":\n a = 30\n print(is_multiply_prime(a))"",""33"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = set()\n for i in range(3):\n for i in all_primes:\n if a % i == 0:\n a \/= i\n prime_count.add(i)\n \n return len(prime_count) == 3\n \nif __name__ == \""__main__\"":\n a = 30\n print(is_multiply_prime(a))"",""34"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0:\n a \/= i\n prime_count += 1\n \n \n return prime_count == 3\n \nif __name__ == \""__main__\"":\n a = 30\n print(is_multiply_prime(a))"",""35"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0:\n print(i)\n a \/= i\n prime_count += 1\n \n \n return prime_count == 3\n \nif __name__ == \""__main__\"":\n a = 9*9*9\n print(is_multiply_prime(a))"",""36"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0:\n print(i)\n a \/= i\n prime_count += 1\n \n \n return prime_count == 3 and i == 1\n \nif __name__ == \""__main__\"":\n a = 9*9*9\n print(is_multiply_prime(a))"",""37"":""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0:\n a \/= i\n prime_count += 1\n \n \n return prime_count == 3 and i == 1\n \nif __name__ == \""__main__\"":\n a = 30\n print(is_multiply_prime(a))"",""38"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df = df.sort_values('col4', ascending=False)\n \n # generate new column\n df['col6'] = df['col1'] * df['col4']\n \n # lower case column names\n df.columns = map(str.lower, df.columns)\n \n # select rows 3 to 6, numeration\n\nprint(transform_df(df))\n"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df = df.sort_values('col4', ascending=False)\n \n # generate new column\n df['col6'] = df['col1'] * df['col4']\n \n # lower case column names\n df.columns = map(str.lower, df.columns)\n \n # select rows 3 to 6, numeration starts with 0\n df = df[3:7]\n \n # reset indexes\n df = df.reset_index(drop=True)\n\n return df\n\nprint(transform_df(df))\n"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'' = df.sort_values('col4', ascending=False)\n \n # generate new column\n df['col6'] = df['col1'] * df['col4']\n \n # lower case column names\n df.columns = map(str.lower, df.columns)\n \n # select rows 3 to 6, numeration starts with 0\n df = df[3:7]\n \n # reset indexes\n df = df.reset_index(drop=True)\n\n return df\n\nprint(transform_df(df))\n"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'] = [6\n \n # generate new column\n df['col6'] = df['col1'] * df['col4']\n \n # lower case column names\n df.columns = map(str.lower, df.columns)\n \n # select rows 3 to 6, numeration starts with 0\n df = df[3:7]\n \n # reset indexes\n df = df.reset_index(drop=True)\n\n return df\n\nprint(transform_df(df))\n"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'] = [60,9,40,20,32,10]\n \n # # generate new column\n # df['col6'] = df['col1'] * df['col4']\n \n # # lower case column names\n # df.columns = map(str.lower, df.columns)\n \n # # select rows 3 to 6, numeration starts with 0\n # df = df[3:7]\n \n # # reset indexes\n # df = df.reset_index(drop=True)\n\n return df\n\nprint(transform_df(df))\n"",""44"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'] = [60,9,40,20,32,10]\n df['col3'] = [60,9,40,20,32,10]\n df['col2'] = [60,9,40,20,32,10]\n\n # # generate new column\n # df['col6'] = df['col1'] * df['col4']\n \n # # lower case column names\n # df.columns = map(str.lower, df.columns)\n \n # # select rows 3 to 6, numeration starts with 0\n # df = df[3:7]\n \n # # reset indexes\n # df = df.reset_index(drop=True)\n\n return df\n\nprint(transform_df(df))\n"",""45"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'] = [60,9,40,20,32,10]\n df['col3'] = [0,2,4,8,4,3]\n df['col2'] = [1000,900,1000]\n\n # # generate new column\n # df['col6'] = df['col1'] * df['col4']\n \n # # lower case column names\n # df.columns = map(str.lower, df.columns)\n \n # # select rows 3 to 6, numeration starts with 0\n # df = df[3:7]\n \n # # reset indexes\n # df = df.reset_index(drop=True)\n\n return df\n\nprint(transform_df(df))\n"",""46"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'] = [60,9,40,20,32,10]\n df['col3'] = [0,2,4,8,4,3]\n df['col4'] = [1000,900,1000,500,400,100]\n \n # # reset indexes with drop=True\n # df = df[['col3','col2','col1']].sort_values(by=['col3', 'col2','col1'], ascending=[False, True, True]).reset_index(drop=True)\n \n # # calculate mean of col1 and col2\n # # and append them to the data frame\n df\n\n # # generate new column\n # df['col6'] = df['col1'] * df['col4']\n \n # # lower case column names\n # df.columns = map(str.lower, df.columns)\n \n # # select rows 3 to 6, numeration starts with 0\n # df = df[3:7]\n \n # # reset indexes\n # df = df.reset_index(drop=True)\n\n return df\n\nprint(transform_df(df))\n"",""47"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'] = [60,9,40,20,32,10]\n df['col3'] = [0,2,4,8,4,3]\n df['col4'] = [1000,900,1000,500,400,100]\n df.drop('col5')\n\n # # return negative *1\n # df['col1'] = -df['col1']\n\n # # multiply negative *-1\n # df['col1'] = df['col1']*-1\n\n # # return squared\n # df['col1'] = df['col1']**2\n \n # # return col-number + offset\n # df['\n\n # # generate new column\n # df['col6'] = df['col1'] * df['col4']\n \n # # lower case column names\n # df.columns = map(str.lower, df.columns)\n \n # # select rows 3 to 6, numeration starts with 0\n # df = df[3:7]\n \n # # reset indexes\n # df = df.reset_index(drop=True)\n\n return df\n\nprint(transform_df(df))\n"",""48"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'] = [60,9,40,20,32,10]\n df['col3'] = [0,2,4,8,4,3]\n df['col4'] = [1000,900,1000,500,400,100]\n df.drop(columns='col5')\n\n df.sort_values(by=['col2'], inplace=True, ascending=False)\n return df\n\nprint(transform_df(df))\n"",""49"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # sort df descending\n df['col2'] = [60,9,40,20,32,10]\n df['col3'] = [0,2,4,8,4,3]\n df['col4'] = [1000,900,1000,500,400,100]\n df = df.drop(columns='col5')\n\n return df\n\nprint(transform_df(df))\n"",""50"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n\n # Rounding off the data\n df = df.round(decimals=2)\n\n # Removing the 4th column\n df = df.loc[:, ~df.columns.str.contains('col4')]\n \n # Final converted DataFrame\n #col2 is square root of col2\n\n return df\n\nprint(transform_df(df))\n"",""51"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n\n # Rounding off the data\n df = df.round(decimals=2)\n\n # Removing the 4th column\n df = df.loc[:, ~df.columns.str.contains('col4')]\n \n # Final converted DataFrame\n #col2 is square root of col2\n df['col2']=df['col2'].apply(lambda x:x**(1\/2))\n\n #col 3 - converting values in column to integers\n df['col3']=df['col3'].map(lambda x: int(x))\n\n #converting column 5's values subtracted from 11\n df['col5']=df['col5'].map(lambda x:11-x)\n\n #reordering columns\n newData = {'col5': df['col5'], 'col2': df['col2'], 'col3': df['col3'],'col1': df['col1']}\n newDf = pd.DataFrame(newData, columns=['col5', 'col2','col3','col1'])\n df = newDf\n\n #changing the order of indexes\n df = df.reindex(index=[5,3,1,0,4,2])\n\n # Your logic for transforming the DataFrame goes here\n\n return df\n\nprint(transform_df(df))\n"",""52"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n\n # Rounding off the data\n df = df.round(decimals=2)\n\n # Removing the 4th column\n df = df.loc[:, ~df.columns.str.contains('col4')]\n \n # Final converted DataFrame\n #col2 is square root of col2\n df['col2']=df['col2'].apply(lambda x:x**(1\/2))\n\n #col 3 - converting values in column to integers\n df['col3']=df['col3'].map(lambda x: int(x))\n\n #converting column 5's values subtracted from 11\n df['col5']=df['col5'].map(lambda x:11-x)\n\n # Your logic for transforming the DataFrame goes here\n\n return df\n\nprint(transform_df(df))\n"",""53"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n\n # Rounding off the data\n df = df.round(decimals=2)\n\n # Removing the 4th column\n df = df.loc[:, ~df.columns.str.contains('col4')]\n \n # Final converted DataFrame\n #col2 is square root of col2\n df['col2']=df['col2']*df['col5']\n\n # #col 3 - converting values in column to integers\n # df['col3']=df['col3'].map(lambda x: int(x))\n\n # #converting column 5's values subtracted from 11\n # df['col5']=df['col5'].map(lambda x:11-x)\n\n # Your logic for transforming the DataFrame goes here\n\n return df\n\nprint(transform_df(df))\n"",""54"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col2']=df['col2']*df['col5']\n\n # #col 3 - converting values in column to integers\n # df['col3']=df['col3'].map(lambda x: int(x))\n\n # #converting column 5's values subtracted from 11\n # df['col5']=df['col5'].map(lambda x:11-x)\n\n # Your logic for transforming the DataFrame goes here\n\n return df\n\nprint(transform_df(df))\n"",""55"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col2'] = df['col1']*df['col2']\n df['col4'] = df['col1']+df['col2']+df['col3']\n df['col6'] = df['col4']*df['col5']\n df['col5'] = df['col2']*df['col5']\n\n # #col 3 - converting values in column to integers\n # df['col3']=df['col3'].map(lambda x: int(x))\n\n # #converting column 5's values subtracted from 11\n # df['col5']=df['col5'].map(lambda x:11-x)\n\n # Your logic for transforming the DataFrame goes here\n\n return df\n\nprint(transform_df(df))\n"",""56"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col2'] = df['col1']*df['col2']\n df['col4'] = df['col1']+df['col2']+df['col3']\n df['col6'] = df['col4']*df['col5']\n df['col5'] = df['col2']*df['col5']\n\n # #column 1 - squaring values\n # df['col1']=df['col1'].map(lambda x: x*x)\n\n # #column 2 - square root of values\n # df['col2']=df['col2'].\n\n # #col 3 - converting values in column to integers\n # df['col3']=df['col3'].map(lambda x: int(x))\n\n # #converting column 5's values subtracted from 11\n # df['col5']=df['col5'].map(lambda x:11-x)\n\n # Your logic for transforming the DataFrame goes here\n\n return df\n\nprint(transform_df(df))\n"",""57"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col2'] = df['col2'] * df['col5']\n\n return df\n\nprint(transform_df(df))\n"",""58"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col1'] = df['col1'] * df['col4']\n\n return df\n\nprint(transform_df(df))\n"",""59"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col1'] = df['col1'] * df['col4']\n df['col4'] = df['col3'] * 10\n df['col4'] = df['col4'].round()\n df['col2'] = df['col2'] * df['col5']\n\n return df\n\nprint(transform_df(df))\n"",""60"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col1'] = df['col1'] * df['col4']\n df['col4'] = df[\n\n return df\n\nprint(transform_df(df))\n"",""61"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col1'] = df['col1'] * df['col4']\n df['col4'] = df['col4'] * 100\n df['col5'] = df['col5'] ** 3\n df['col2'] = df['col2'] + df['col3']\n\n # YOUR CODE FOR PART 2 IN THE SPACE BELOW\n df['col3'] = df['col3'] * 1000\n \n\n return df\n\nprint(transform_df(df))\n"",""62"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col1'] = df['col1'] * df['col4']\n df['col4'] = df['col4'] * 100\n\n return df\n\nprint(transform_df(df))\n"",""63"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n"",""64"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n \n \n # write your code here\n return t_test\n"",""65"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd +=\n \n # write your code here\n return t_test\n"",""66"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n \n variance1 = sum((\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd +=\n \n # write your code here\n return t_test\n"",""67"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - me\n \n # write your code here\n return t_test\n"",""68"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - m) ** 2\n return ssd \/ (len(list) - 1) \n\ndef sample_std(list):\n return sample_var(list)**.5\n\n\ndef var_pooled(list1,list2):\n x = len(list1\n \n # write your code here\n return t_test\n"",""69"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - m) ** 2\n return ssd \/ (len(list) - 2) \n \n # write your code here\n return t_test\n"",""70"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n variance1 = sample_v\n\n return t_test\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - m) ** 2\n return ssd \/ (len(list) - 2) \n"",""71"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n variance1 = sample_var(sample1)\n variance2 = sample_var(sample2)\n \n t_test = abs(\n\n return t_test\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - m) ** 2\n return ssd \/ (len(list) - 2) \n"",""72"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n variance1 = sample_var(sample1)\n variance2 = sample_var(sample2)\n \n t_test = abs( (mean1 - mean2) \/ math.sqrt((variance1\/len(sample1)\n\n return t_test\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - m) ** 2\n return ssd \/ (len(list) - 2) \n"",""73"":""import math\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n variance1 = sample_var(sample1)\n variance2 = sample_var(sample2)\n \n t_test = abs( (mean1 - mean2) \/ math.sqrt((variance1\/len(sample1)) + (variance2\/len(sample2))\n\n return t_test\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - m) ** 2\n return ssd \/ (len(list) - 2) \n"",""74"":""import math\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n variance1 = sample_var(sample1)\n variance2 = sample_var(sample2)\n \n t_test = abs( (mean1 - mean2) \/ math.sqrt((variance1\/len(sample1)) + (variance2\/len(sample2)) ) )\n\n return t_test\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)\/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - m) ** 2\n return ssd \/ (len(list) - 2) \n"",""75"":""def is_bored(S):"",""76"":""def is_bored(S):\n \n\n return str(S == \""I'm bored\"")\n"",""77"":""def is_bored(S):\n \n\n return str(S == \""I'm bored\"")\n\n\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""This string is definitely not bored.\""))\n"",""78"":""def is_bored(S):\n sen\n\n return str(S == \""I'm bored\"")\n\n\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""This string is definitely not bored.\""))\n"",""79"":""def is_bored(S):\n sentences = S.split(\"".\"")\n\n for i in range(len(sentences)):\n sentences[i] = sentences[i].strip() #deletes all spaces in the sentence\n sentences[i] = sentences[i].replace('?', '.') #changes all ? to ., easier to split\n\n for sentence in sentences:\n sentence = sentence.split(\"".\"")\n #print(sentence)\n for i in sentence:\n i\n\n return str(S == \""I'm bored\"")\n\n\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""This string is definitely not bored.\""))\n"",""80"":""def is_bored(S):\n S.replace(\""?\"", \"".\"")\n \n sentences = S.split(\"".\"")\n\n for i in range(len(sentences)):\n sentences[i] = sentences[i].strip() #deletes all spaces in the sentence\n sentences[i] = sentences[i].replace('?', '.') #changes all ? to ., easier to split\n\n for sentence in sentences:\n sentence = sentence.split(\"".\"")\n #print(sentence)\n for i in sentence:\n i\n\n return str(S == \""I'm bored\"")\n\n\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""This string is definitely not bored.\""))\n"",""81"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n\n for i in range(len(sentences)):\n sentences[i] = sentences[i].strip() #deletes all spaces in the sentence\n sentences[i] = sentences[i].replace('?', '.') #changes all ? to ., easier to split\n\n for sentence in sentences:\n sentence = sentence.split(\"".\"")\n #print(sentence)\n for i in sentence:\n i\n\n return str(S == \""I'm bored\"")\n\n\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""This string is definitely not bored.\""))\n"",""82"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n bored_count = 0\n for sentence in sentences:\n if sentence[0\n return str(S == \""I'm bored\"")\n\n\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""This string is definitely not bored.\""))\n"",""83"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n if sentence[0] == \""I\""\n return str(S == \""I'm bored\"")\n\n\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""This string is definitely not bored.\""))\n"",""84"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n S = S.replace(\"" \"", \""\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n if sentence[0] == \""I\"":\n bored_count += 1\n return s\n\n\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""This string is definitely not bored.\""))\n"",""85"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n S = S.replace(\"" \"", \""\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n if sentence[0] == \""I\"":\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Hello World\""))\n"",""86"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n S = S.replace(\"" \"", \""\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n if sentence[0] == \""I\"":\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""The sky is blue. I love this weather\""))\n"",""87"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n S = S.replace(\"" \"", \""\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n if sentence[0] == \""I\"":\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""88"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n S = S.replace(\"" \"", \""\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n if len(sentence) > 0 and sentence[0] == \""I\"":\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""89"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\""\n if len(sentence) > 0 and sentence[0] == \""I\"":\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""90"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n if words[0] == \""I\"" or words[0] \n if len(sentence) > 0 and sentence[0] == \""I\"":\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""91"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n if words[0] == \""I\"" or words[0] == \""\"" and words[1] == \""I\"":\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""92"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n if words[0] == \""I\"" or (words[0] == \""\"" and len(words > 0) and words[1] == \""I\"":\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""93"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n if words[0] == \""I\"" or (words[0] == \""\"" and len(words) > 0 and words[1] == \""I\""):\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""94"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n if len(words) > 0 and words[0] == \""I\""? words[0] == \""I\"" or (words[0] == \""\"" and len(words) > 0 and words[1] == \""I\""):\n bored_count += 1\n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""95"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""96"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""97"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""Is the sky blue?\""))\n"",""98"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""The sky is blue. I love this weather\""))\n"",""99"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""You and I are going for a walk\""))\n"",""100"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""You and I are going for a walk\""))\n"",""101"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""I feel good today. I will be productive. \""))\n"",""102"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n\n if word == \""I\"":\n bored_count += 1\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""I feel good today. I will be productive. \""))\n"",""103"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n elif word\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""I feel good today. I will be productive. \""))\n"",""104"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n elif word == \""\"":\n continue\n else:\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""I feel good today. I will be productive. \""))\n"",""105"":""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n elif word == \""\"":\n continue\n else:\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""I feel good today. I will be productive. \""))\n""},""times"":{""0"":0.0,""1"":44.998,""2"":60.001,""3"":89.997,""4"":105.002,""5"":120.009,""6"":134.998,""7"":149.992,""8"":165.004,""9"":179.989,""10"":195.001,""11"":246.277,""12"":256.371,""13"":269.992,""14"":284.999,""15"":300.007,""16"":359.993,""17"":375.001,""18"":406.6,""19"":420.004,""20"":434.996,""21"":449.993,""22"":464.993,""23"":479.995,""24"":494.998,""25"":510.005,""26"":524.996,""27"":540.005,""28"":555.001,""29"":570.001,""30"":585.0,""31"":600.836,""32"":614.996,""33"":646.421,""34"":661.664,""35"":674.996,""36"":708.142,""37"":720.0,""38"":734.994,""39"":794.994,""40"":810.001,""41"":884.996,""42"":899.996,""43"":915.002,""44"":930.009,""45"":945.0,""46"":960.002,""47"":975.0,""48"":1019.995,""49"":1058.961,""50"":1079.996,""51"":1094.998,""52"":1125.0,""53"":1155.007,""54"":1169.997,""55"":1185.003,""56"":1200.008,""57"":1214.993,""58"":1259.997,""59"":1275.003,""60"":1290.007,""61"":1304.999,""62"":1335.001,""63"":1395.003,""64"":1424.996,""65"":1439.999,""66"":1454.994,""67"":1469.993,""68"":1484.995,""69"":1499.996,""70"":1514.997,""71"":1530.004,""72"":1545.001,""73"":1559.995,""74"":1574.997,""75"":1590.21,""76"":1604.999,""77"":1680.002,""78"":1694.993,""79"":1710.0,""80"":1725.006,""81"":1739.995,""82"":1754.989,""83"":1769.994,""84"":1784.989,""85"":1799.994,""86"":1817.504,""87"":1829.996,""88"":1845.641,""89"":1859.992,""90"":1874.997,""91"":1890.0,""92"":1904.998,""93"":1919.997,""94"":1934.997,""95"":1949.997,""96"":1964.998,""97"":1979.991,""98"":1994.994,""99"":2009.991,""100"":2025.0,""101"":2039.992,""102"":2055.005,""103"":2070.001,""104"":2084.99,""105"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""is_multiply_prime"",""15"":""is_multiply_prime"",""16"":""is_multiply_prime"",""17"":""is_multiply_prime"",""18"":""is_multiply_prime"",""19"":""is_multiply_prime"",""20"":""is_multiply_prime"",""21"":""is_multiply_prime"",""22"":""is_multiply_prime"",""23"":""is_multiply_prime"",""24"":""is_multiply_prime"",""25"":""is_multiply_prime"",""26"":""is_multiply_prime"",""27"":""is_multiply_prime"",""28"":""is_multiply_prime"",""29"":""is_multiply_prime"",""30"":""is_multiply_prime"",""31"":""is_multiply_prime"",""32"":""is_multiply_prime"",""33"":""is_multiply_prime"",""34"":""is_multiply_prime"",""35"":""is_multiply_prime"",""36"":""is_multiply_prime"",""37"":""is_multiply_prime"",""38"":""table_transform_unnamed1"",""39"":""table_transform_unnamed1"",""40"":""table_transform_unnamed1"",""41"":""table_transform_unnamed1"",""42"":""table_transform_unnamed1"",""43"":""table_transform_unnamed1"",""44"":""table_transform_unnamed1"",""45"":""table_transform_unnamed1"",""46"":""table_transform_unnamed1"",""47"":""table_transform_unnamed1"",""48"":""table_transform_unnamed1"",""49"":""table_transform_unnamed1"",""50"":""table_transform_unnamed1"",""51"":""table_transform_unnamed1"",""52"":""table_transform_unnamed1"",""53"":""table_transform_unnamed1"",""54"":""table_transform_unnamed1"",""55"":""table_transform_unnamed1"",""56"":""table_transform_unnamed1"",""57"":""table_transform_unnamed1"",""58"":""table_transform_unnamed1"",""59"":""table_transform_unnamed1"",""60"":""table_transform_unnamed1"",""61"":""table_transform_unnamed1"",""62"":""table_transform_unnamed1"",""63"":""t_test"",""64"":""t_test"",""65"":""t_test"",""66"":""t_test"",""67"":""t_test"",""68"":""t_test"",""69"":""t_test"",""70"":""t_test"",""71"":""t_test"",""72"":""t_test"",""73"":""t_test"",""74"":""t_test"",""75"":""is_bored"",""76"":""is_bored"",""77"":""is_bored"",""78"":""is_bored"",""79"":""is_bored"",""80"":""is_bored"",""81"":""is_bored"",""82"":""is_bored"",""83"":""is_bored"",""84"":""is_bored"",""85"":""is_bored"",""86"":""is_bored"",""87"":""is_bored"",""88"":""is_bored"",""89"":""is_bored"",""90"":""is_bored"",""91"":""is_bored"",""92"":""is_bored"",""93"":""is_bored"",""94"":""is_bored"",""95"":""is_bored"",""96"":""is_bored"",""97"":""is_bored"",""98"":""is_bored"",""99"":""is_bored"",""100"":""is_bored"",""101"":""is_bored"",""102"":""is_bored"",""103"":""is_bored"",""104"":""is_bored"",""105"":""is_bored""},""time_gaps"":{""0"":0.0,""1"":44.998,""2"":15.003,""3"":29.996,""4"":15.005,""5"":15.007,""6"":14.989,""7"":14.994,""8"":15.012,""9"":14.985,""10"":15.012,""11"":51.276,""12"":10.094,""13"":13.621,""14"":15.007,""15"":15.008,""16"":59.986,""17"":15.008,""18"":31.599,""19"":13.404,""20"":14.992,""21"":14.997,""22"":15.0,""23"":15.002,""24"":15.003,""25"":15.007,""26"":14.991,""27"":15.009,""28"":14.996,""29"":15.0,""30"":14.999,""31"":15.836,""32"":14.16,""33"":31.425,""34"":15.243,""35"":13.332,""36"":33.146,""37"":11.858,""38"":14.994,""39"":60.0,""40"":15.007,""41"":74.995,""42"":15.0,""43"":15.006,""44"":15.007,""45"":14.991,""46"":15.002,""47"":14.998,""48"":44.995,""49"":38.966,""50"":21.035,""51"":15.002,""52"":30.002,""53"":30.007,""54"":14.99,""55"":15.006,""56"":15.005,""57"":14.985,""58"":45.004,""59"":15.006,""60"":15.004,""61"":14.992,""62"":30.002,""63"":60.002,""64"":29.993,""65"":15.003,""66"":14.995,""67"":14.999,""68"":15.002,""69"":15.001,""70"":15.001,""71"":15.007,""72"":14.997,""73"":14.994,""74"":15.002,""75"":15.213,""76"":14.789,""77"":75.003,""78"":14.991,""79"":15.007,""80"":15.006,""81"":14.989,""82"":14.994,""83"":15.005,""84"":14.995,""85"":15.005,""86"":17.51,""87"":12.492,""88"":15.645,""89"":14.351,""90"":15.005,""91"":15.003,""92"":14.998,""93"":14.999,""94"":15.0,""95"":15.0,""96"":15.001,""97"":14.993,""98"":15.003,""99"":14.997,""100"":15.009,""101"":14.992,""102"":15.013,""103"":14.996,""104"":14.989,""105"":15.01}}",20,6,15,3,15,10,345,27,91,0.2967032967032967,"{1: 4.418, 2: 1.859, 3: 12.812, 5: 0.527, 6: 0.2, 9: 4.117, 10: 0.997, 11: 1.175, 13: 0.29, 14: 6.547, 15: 1.767, 16: 1.417, 18: 4.773, 19: 0.881, 20: 1.154, 22: 0.213, 23: 1.563, 24: 0.303, 25: 2.748, 26: 0.509, 27: 1.147, 28: 1.962, 29: 1.941, 30: 9.476, 31: 1.835, 32: 0.677, 33: 0.724, 34: 0.762, 35: 11.804, 36: 5.26, 39: 0.289, 40: 3.761, 41: 1.811, 42: 1.794, 43: 0.152, 44: 1.662, 46: 3.361, 47: 1.266, 48: 7.583, 50: 2.645, 51: 2.333, 52: 5.862, 53: 1.516, 54: 0.145, 55: 7.075, 56: 2.972, 57: 1.148, 58: 3.86, 59: 2.022, 60: 1.338, 61: 0.329, 62: 6.925, 65: 6.106, 67: 32.962, 68: 2.302, 69: 3.888, 70: 0.194, 71: 2.38, 72: 0.654, 73: 0.998, 74: 0.547, 75: 1.121, 76: 4.335, 77: 2.337, 78: 0.883, 79: 1.737, 80: 12.203, 81: 0.975, 82: 3.948, 83: 1.507, 84: 22.701, 85: 29.234, 86: 3.711, 87: 2.808, 88: 0.308, 89: 2.062, 90: 0.099, 91: 1.32, 92: 0.629, 93: 5.24, 94: 2.993, 95: 1.656, 96: 4.739, 97: 4.199, 98: 71.549, 99: 2.162, 100: 5.8, 101: 0.121, 102: 1.691, 103: 2.657, 104: 1.207, 106: 5.312, 108: 0.456, 109: 3.333, 110: 0.987, 111: 0.264, 112: 0.088, 113: 3.393, 115: 4.1, 116: 2.487, 117: 3.488, 118: 9.554, 119: 1.917, 120: 2.923, 123: 0.193, 124: 0.404, 125: 1.678, 126: 1.544, 127: 0.007, 128: 0.473, 129: 0.992, 130: 0.589}",10,5,0.5,0.2716049382716049,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 173.593, ""completed"": true, ""code"": ""def sum_product(numbers): \n num_sum = 0\n num_product = 1\n \n for i in numbers:\n num_sum += i\n num_product *= i\n \n return num_sum, num_product\n\ndef main():\n numbers = [1,2,3,4]\n print(sum_product(numbers)) \n ## (10, 24)\n \nif __name__ == \""__main__\"":\n main()"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 123.025, ""completed"": true, ""code"": ""def even_odd_count(num):\n \""\""\""\n Python program to count of odd and even numbers\n \""\""\""\n even_count = 0\n odd_count = 0\n \n \n num = abs(num)\n while(num > 0):\n rem = num % 10\n if rem % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n num = num // 10\n return even_count, odd_count\n\nif __name__ == '__main__':\n print(even_odd_count(0))\n # should be (1, 0)"", ""skipped"": false}, ""1"": {""name"": ""is_multiply_prime"", ""time_in_task"": 443.175, ""completed"": true, ""code"": ""def is_multiply_prime(a):\n all_primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61,\n 52, 71, 73, 79, 83, 89, 97]\n \n prime_count = 0\n for i in range(3):\n for i in all_primes:\n if a % i == 0:\n a /= i\n prime_count += 1\n \n \n return prime_count == 3 and i == 1\n \nif __name__ == \""__main__\"":\n a = 30\n print(is_multiply_prime(a))"", ""skipped"": false}, ""2"": {""name"": ""table_transform_unnamed1"", ""time_in_task"": 668.336, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code for transforming the DataFrame goes here\n \n # Final converted DataFrame\n df['col1'] = df['col1'] * df['col4']\n df['col4'] = df['col4'] * 100\n\n return df\n\nprint(transform_df(df))\n"", ""skipped"": true}, ""3"": {""name"": ""t_test"", ""time_in_task"": 195.485, ""completed"": true, ""code"": ""import math\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n \n mean1 = sample_mean(sample1)\n mean2 = sample_mean(sample2)\n\n variance1 = sample_var(sample1)\n variance2 = sample_var(sample2)\n \n t_test = abs( (mean1 - mean2) / math.sqrt((variance1/len(sample1)) + (variance2/len(sample2)) ) )\n\n return t_test\n \n \n# BEGIN -- WRITE FUNCTIONS HERE\ndef sample_mean(list):\n return sum(list)/len(list)\n\ndef sample_var(list):\n m = sample_mean(list)\n ssd = 0\n for number in list:\n ssd += (number - m) ** 2\n return ssd / (len(list) - 2) \n"", ""skipped"": false}, ""4"": {""name"": ""is_bored"", ""time_in_task"": 497.138, ""completed"": true, ""code"": ""def is_bored(S):\n S = S.replace(\""?\"", \"".\"")\n S = S.replace(\""!\"", \"".\"")\n sentences = S.split(\"".\"")\n \n \n bored_count = 0\n for sentence in sentences:\n words = sentence.split(\"" \"")\n \n for word in words:\n if word == \""I\"":\n bored_count += 1\n elif word == \""\"":\n continue\n else:\n break\n \n return bored_count\n\n# DO NOT PUT CODE IN BELOW THIS FILE\nif __name__ == \""__main__\"":\n print(is_bored(\""I feel good today. I will be productive. \""))\n"", ""skipped"": false}, ""5"": {""name"": ""order_by_points"", ""time_in_task"": 0, ""completed"": false, ""code"": """", ""skipped"": false}}",0 to 2 years professional programming experience,Intermediate – I can design and implement whole programs,Never,gpt35,GPT-3.5,17 -Disagree,4,4,0 days 00:41:00,autocomplete_gpt35,autocomplete,6,8,1,"[193.567, 85.518, 237.805, 385.91, 1.502, 482.824]",231.1876666666667,2108.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n if (len(numbers) == 0:\n "",""2"":""def sum_product(numbers):\n if (len(numbers) == 0):\n return (0,1)\n return (pr)\n "",""3"":""def sum_product(numbers):\n if (len(numbers) == 0):\n return (0,1)\n return (sum(numbers), product(numbers))\n \ndef product(numbers):\n if (len(numbers) == 0):\n return (0,1)\n result = 1\n for num in numbers:\n result *= num\n return result\n\ninput_str = raw_input(\""Enter a list of numbers: \"")\n# converting user input to list of ints"",""4"":""def sum_product(numbers):\n if (len(numbers) == 0):\n return (0,1)\n return (sum(numbers), product(numbers))\n "",""5"":""def sum_product(numbers):\n if (len(numbers) == 0):\n return (0,1)\n return (sum(numbers), product(numbers))\n \n\ndef p"",""6"":""def sum_product(numbers):\n\n return (sum(numbers), product(numbers))\n \n\ndef product(numbers):\n \n answer = 0\n for i in numbers:\n if answer == 0:\n answer = i\n else:\n answer *= i\n \n return answer\n"",""7"":""def sum_product(numbers):\n\n return (sum(numbers), product(numbers))\n \n\ndef product(numbers):\n answer = 1\n for i in numbers:\n if answer == 0:\n answer = i\n else:\n answer *= i\n \n return answer\n"",""8"":""def sum_product(numbers):\n\n return (sum(numbers), product(numbers))\n \n\ndef product(numbers):\n answer = 1\n for i in numbers:\n answer *= i\n \n return answer\n \n \ndef test_answer():\n assert sum_product((3, 4, 5)) == (12, 60)\n \n#se guardan los metodos en funciones module\ndef main():\n while True:\n num = input(\""Enter a list of comma separated numbers:\\n\"")\n if not num:\n "",""9"":""def sum_product(numbers):\n return (sum(numbers), product(numbers))\n \n\ndef product(numbers):\n answer = 1\n for i in numbers:\n answer *= i\n \n return answer\n"",""10"":""def even_odd_count(num):\n even_count = 0\n odd_count = 0\n\n while (num > 0):\n # Returning the last number(end number)\n # % 10"",""11"":""def even_odd_count(num):"",""12"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n "",""13"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n val = abs(num)\n \n while(val > 0):\n if(val%2 == 1):\n odd_count += 1\n else:\n even_count += 1\n val = val\/\/10\n \n return (even_count, odd_count)\n\nif __name__ == \""__main__\"":\n n = input(\""Enter the number to get number of even and odd digits: \"")\n"",""14"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n val = abs(num)\n \n while(val > 0):\n if(val%2 == 1):\n odd_count += 1\n else:\n even_count += 1\n val = val\/\/10\n \n return (even_count, odd_count)\n"",""15"":""def is_multiply_prime(a):"",""16"":""def is_multiply_prime(a):\n \n condition = False\n \n if a <= 0:\n condition = False\n return condition\n elif a == 1:\n condition = True\n return condition\n elif a == 2:\n condition = True\n "",""17"":""def is_multiply_prime(a):\n "",""18"":""def is_multiply_prime(a):\n \n "",""19"":""def is_multiply_prime(a):\n \n \ndef smallest_prime_divisor(a):\n "",""20"":""primes = [2,3,5,7,11\n\ndef is_multiply_prime(a):\n \n \ndef smallest_prime_divisor(a):\n "",""21"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\ndef is_prime(a):\n \n if a > 1 :\n for i in range(2,a):\n if a%i == 0:\n return False\n else:\n return False\n return True\n\n971\ndef find_nth_prime(n):\n # There are O(sqrt(n) log log(n))\n\ndef is_multiply_prime(a):\n \n \ndef smallest_prime_divisor(a):\n "",""22"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a\n "",""23"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n \n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a%p == 0:\n return p \n \n return -1\n "",""24"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n p1 = \n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a%p == 0:\n return p \n \n return -1\n "",""25"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n p1 = smallest_prime_divisor(a)\n if p1==-1: \n return False\n \n \n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a%p == 0:\n return p \n \n return -1\n "",""26"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n p1 = smallest_prime_divisor(a)\n if p1==-1: \n return False\n \n \n \n p2 = smallest_prime_divisor(a\/\/p1)\n if p2==-1: \n return False \n \n p3 \n # write code\n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a%p == 0:\n return p \n \n return -1\n "",""27"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n p1 = smallest_prime_divisor(a)\n if p1==-1: \n return False\n \n a \/= p1\n \n p2 = smallest_prime_divisor(a\/\/p1)\n if p2==-1: \n return False \n \n a \/= p2 \n \n p3 \n # write code\n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a%p == 0:\n return p \n \n return -1\n "",""28"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n p1 = smallest_prime_divisor(a)\n if p1==-1: \n return False\n \n a \/= p1\n \n p2 = smallest_prime_divisor(a)\n if p2==-1: \n return False \n \n a \/= p2 \n \n p3 = smallest_prime_divisor(a)\n if p3 ==-1\n # write code\n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a%p == 0:\n return p \n \n return -1\n "",""29"":""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n p1 = smallest_prime_divisor(a)\n if p1==-1: \n return False\n \n a \/= p1\n \n p2 = smallest_prime_divisor(a)\n if p2==-1: \n return False \n \n a \/= p2 \n \n p3 = smallest_prime_divisor(a)\n if p3 ==-1:\n return False\n \n a\/=p3\n \n if a == 1:\n # write code\n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a%p == 0:\n return p \n \n return -1\n "",""30"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""31"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col\n # Your code here\n\nprint(transform_df(df))\n"",""32"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col 1 stays same\n # col3 stays same\n #\n # Your code here\n\nprint(transform_df(df))\n"",""33"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col 1 stays same\n # col3 stays same\n # col4 gets multiplied by 10\n # Your code here\n\nprint(transform_df(df))\n"",""34"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col 1 stays same\n # col3 stays same\n new_df = df\n # col2 gets squared\n # col5 gets cubed\n # col4 gets multiplied by 10\n # Your code here\n\nprint(transform_df(df))\n"",""35"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col 1 stays same\n # col2 gets multiplied by col\n # col3 stays same\n # col4 gets multiplied by 10\n # Your code here\n\nprint(transform_df(df))\n"",""36"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col 1 stays same\n # col2 gets multiplied by col4\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = \n\nprint(transform_df(df))\n"",""37"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col 1 stays same\n # col2 gets multiplied by col4\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = df['col3']\n col4 = df['col4']\n col5 = df['col5']\n \n \n # Manipulate column 2 and 4 (using only native Pandas code)\n col2 = col2.multiply(col4)\n col4 = col4.multiply(10)\n \n # Create dict to construct new dataframe\n d = {'col1': col1, 'col2': col2, 'col3': col3, 'col4': col4}\n\n # Construct new dataframe\n new_df = pd.DataFrame(data=d)\n \n # Return dataframe\n return new_df\n\n\nprint(transform_df(df))\n"",""38"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col 1 stays same\n # col2 gets multiplied by col4\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = df['col3']\n col4 = df['col4']\n col5 = df['col5']\n \n \n # Manipulate column 2 and 4 (using only native Pandas code)\n col2 = col2.multiply(col4)\n col4 = col4.multiply(100)\n \n # Create dict to construct new dataframe\n d = {'col1': col1, 'col2': col2, 'col3': col3, 'col4': col4}\n\n # Construct new dataframe\n new_df = pd.DataFrame(data=d)\n \n # Return dataframe\n return new_df\n\n\nprint(transform_df(df))\n"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col1 gets multiplied by col4\n # col2 gets multiplied by col4\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = df['col3']\n col4 = df['col4']\n col5 = df['col5']\n \n \n # Manipulate column 2 and 4 (using only native Pandas code)\n col2 = col2.multiply(col4)\n col4 = col4.multiply(100)\n \n # Create dict to construct new dataframe\n d = {'col1': col1, 'col2': col2, 'col3': col3, 'col4': col4}\n\n # Construct new dataframe\n new_df = pd.DataFrame(data=d)\n \n # Return dataframe\n return new_df\n\n\nprint(transform_df(df))\n"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col1, col2, col3, col4, col5\n # col1 gets multiplied by col4\n # col2 gets multiplied by col4\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = df['col3']\n col4 = df['col4']\n col5 = df['col5']\n \n \n # Manipulate column 2 and 4 (using only native Pandas code)\n col2 = col2.multiply(col4)\n col4 = col4.multiply(100)\n \n # Create dict to construct new dataframe\n d = {'col1': col1, 'col2': col2, 'col3': col3, 'col4': col4}\n\n # Construct new dataframe\n new_df = pd.DataFrame(data=d)\n \n # Return dataframe\n return new_df\n\n\nprint(transform_df(df))\n"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col1 gets multiplied by col4\n # col2 gets minus\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = df['col3']\n col4 = df['col4']\n col5 = df['col5']\n \n \n # Manipulate column 2 and 4 (using only native Pandas code)\n col2 = col2.multiply(col4)\n col4 = col4.multiply(100)\n \n # Create dict to construct new dataframe\n d = {'col1': col1, 'col2': col2, 'col3': col3, 'col4': col4}\n\n # Construct new dataframe\n new_df = pd.DataFrame(data=d)\n \n # Return dataframe\n return new_df\n\n\nprint(transform_df(df))\n"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col1 gets multiplied by col4\n # col2 gets minus 4\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = df['col3']\n col4 = df['col4']\n col5 = df['col5']\n \n \n # Manipulate column 2 and 4 (using only native Pandas code)\n col1 = col1.multiply(col4)\n c\n col4 = col4.multiply(100)\n \n # Create dict to construct new dataframe\n d = {'col1': col1, 'col2': col2, 'col3': col3, 'col4': col4}\n\n # Construct new dataframe\n new_df = pd.DataFrame(data=d)\n \n # Return dataframe\n return new_df\n\n\nprint(transform_df(df))\n"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col1 gets multiplied by col4\n # col2 gets minus 4\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = df['col3']\n col4 = df['col4']\n col5 = df['col5']\n \n \n # Manipulate column 2 and 4 (using only native Pandas code)\n col1 = col1.multiply(col4)\n col2 = col2.apply(lambda x: x-4)\n col4 = col4.multiply(100)\n \n # Create dict to construct new dataframe\n d = {'col1': col1, 'col2': col2, 'col3': col3, 'col4': col4}\n\n # Construct new dataframe\n new_df = pd.DataFrame(data=d)\n \n # Return dataframe\n return new_df\n\n\nprint(transform_df(df))\n"",""44"":""def is_bored(S):"",""45"":""def is_bored(S):\n sentences = S.split()"",""46"":""def is_bored(S):\n sentences = S.split("",""47"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n sentences = S.split("",""48"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n sentences = S.split('.')\n sentences += S.split('!')\n sentences += S.split('?')\n\n count = \n\n"",""49"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n sentences = S.split('.')\n sentences += S.split('!')\n sentences += S.split('?')\n\n count = 0\n \n if \n"",""50"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n sentences = S.split('.')\n sentences += S.split('!')\n sentences += S.split('?')\n\n count = 0\n \n for s in sentences:\n \n count += 1\n\n if count >= 2:\n return True\n else:\n return False\n"",""51"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n sentences = S.split('. ')\n sentences += S.split('! ')\n sentences += S.split('? ')\n\n count = 0\n \n for s in sentences:\n if sentence\n"",""52"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences += S.split('! ')\n sentences += S.split('? ')\n\n count = 0\n \n for s in sentences:\n if sentence\n"",""53"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences += S.split('! ')\n c_sentences += S.split('? ')\n\n count = 0\n \n for s in a_sentences:\n s[0] == \""I\n"",""54"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences += S.split('! ')\n c_sentences += S.split('? ')\n\n count = 0\n \n for s in a_sentences:\n if s[0] == \""I\"":\n count += 1\n \n for s i\n"",""55"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences += S.split('! ')\n c_sentences += S.split('? ')\n\n count = 0\n \n for s in a_sentences:\n if s[0] == \""I\"":\n count += 1\n \n for s in b_sentences:\n if s[0] == \""I\"":\n count += 1\n \n for s in c_sentences:\n if s[0] == \""I\"":\n count += 1\n"",""56"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences += S.split('! ')\n c_sentences += S.split('? ')\n\n count = 0\n \n if '.' in a_sentences:\n for s in a_sentences:\n if s[0] == \""I\"":\n count += 1\n \n for s in b_sentences:\n if s[0] == \""I\"":\n count += 1\n \n for s in c_sentences:\n if s[0] == \""I\"":\n count += 1\n"",""57"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences += S.split('! ')\n c_sentences += S.split('? ')\n\n count = 0\n \n if '.' in S:\n for s in a_sentences:\n if s[0] == \""I\"":\n count += 1\n \n if '!' in S:\n for s in b_sentences:\n if s[0] == \""I\"":\n count += 1\n \n for s in c_sentences:\n if s[0] == \""I\"":\n count += 1\n"",""58"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences += S.split('! ')\n c_sentences += S.split('? ')\n\n count = 0\n \n if '.' in S:\n for s in a_sentences:\n if s[0] == \""I\"":\n count += 1\n \n if '!' in S:\n for s in b_sentences:\n if s[0] == \""I\"":\n count += 1\n if '?' in S: \n`\n"",""59"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences += S.split('! ')\n c_sentences += S.split('? ')\n\n count = 0\n \n if '.' in S:\n for s in a_sentences:\n if s[0] == \""I\"":\n count += 1\n \n if '!' in S:\n for s in b_sentences:\n if s[0] == \""I\"":\n count += 1\n if '?' in S: \n for s in c_sentences:\n if s[0] == \""I\"":\n count += 1\n \n return count\n"",""60"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('. ')\n b_sentences = S.split('! ')\n c_sentences = S.split('? ')\n\n count = 0\n \n if '.' in S:\n for s in a_sentences:\n if s[0] == \""I\"":\n count += 1\n \n if '!' in S:\n for s in b_sentences:\n if s[0] == \""I\"":\n count += 1\n if '?' in S: \n for s in c_sentences:\n if s[0] == \""I\"":\n count += 1\n \n return count\n"",""61"":""def is_bored(S):\n # sentences delimited by '.' '?' or '!'\n a_sentences = S.split('.')\n b_sentences = S.split('!')\n c_sentences = S.split('?')\n\n count = 0\n \n if '.' in S:\n for s in a_sentences:\n if s[0] == \""I\"":\n count += 1\n \n if '!' in S:\n for s in b_sentences:\n if s[0] == \""I\"":\n count += 1\n if '?' in S: \n for s in c_sentences:\n if s[0] == \""I\"":\n count += 1\n \n return count\n"",""62"":""def is_bored(S):\n # get locations of 'I' in S\n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n # for each idx in I_indexes\n for idx in I_indexes:\n # get locations of 'o' in S\n o_indexes = [i for i in range(len(S)) if S[i] == 'o']\n\n # check if one\n"",""63"":""def is_bored(S):\n # get locations of 'I' in S\n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n if idx \n"",""64"":""def is_bored(S):\n # get locations of 'I' in S\n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n if idx == 0:\n count+=1\n else\n"",""65"":""def is_bored(S):\n # get locations of 'I' in S\n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n if idx == 0:\n count+=1\n elif S[idx]\n"",""66"":""def is_bored(S):\n # get locations of 'I' in S\n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n if idx == 0:\n count+=1\n elif S[idx-2] in ['.','?','!']:\n count+=1\n \n"",""67"":""def is_bored(S):\n # get locations of 'I' in S\n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n if idx == 0:\n count+=1\n elif S[idx-2] in ['.','?','!']:\n count+=1\n \n return count\n"",""68"":""def is_bored(S):\n # get locations of 'I' in S\n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n # if idx == 0:\n # count+=1\n if S[idx-2] in ['.','?','!']:\n count+=1\n \n return count\n"",""69"":""def is_bored(S):\n # get locations of 'I' in S\n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n if idx == 0:\n count+=1\n if S[idx-2] in ['.','?','!']:\n count+=1\n \n return count\n"",""70"":""def is_bored(S):\n # get locations of 'I' in S\n if S == \n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n if idx == 0:\n count+=1\n if S[idx-2] in ['.','?','!']:\n count+=1\n \n return count\n"",""71"":""def order_by_points(nums):\n "",""72"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n \n i = 1\n while i < len(nums):\n cur = nums[i]\n pos = i\n while pos>0 and cur[1] > nums[pos-1][1]:\n nums[pos] = nums[pos-1]\n pos -= 1\n "",""73"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n "",""74"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n "",""75"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = \n sum_vals.append"",""76"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append()"",""77"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n \n pairs = [] # list of pairs (nums[i], sum_vals[i])\n\n i = 0\n while i < len(nums):\n pairs.append((nums[i], sum_vals[i]))\n i += 1\n \n pairs_sorted = sort_pairs(pairs)\n \n return list(map(\n lambda pair: pair[0], # extract"",""78"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n tuples = list(zip(sum_vals, nums))\n tuples.sort(key=lambda x: x[0], reverse=True)\n \n return [tup[1] for tup in tuples]\n"",""79"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n sum_v\n"",""80"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort s\n"",""81"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort sum_vals in ascending order\n \n print('sum_vals', sum_vals)\n\n sum_dictints = {sum_val:i for i, sum_val in enumerate(sum_vals)}\n print('sum_dictints', sum_dictints)\n \n nums = sorted(nums, key=sum_dictints.get, reverse=False)\n \n return nums\n \ndef main():\n nums = [14,3,20,2,6]\n result\n"",""82"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n\n\n sum_dictints = {sum_val:i for i, sum_val in enumerate(sum_vals)}\n\n \n nums = sorted(nums, key=sum_dictints.get, reverse=False)\n \n return nums\n \ndef main():\n nums = [14,3,20,2,6]\n result\n"",""83"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n\n\n sum_dictints = {sum_val:i for i, sum_val in enumerate(sum_vals)}\n\n \n nums = sorted(nums, key=sum_dictints.get, reverse=False)\n \n return nums\n \n\n"",""84"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n \n \n\n"",""85"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to t\n \n\n"",""86"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n return [nums[i] for i in result_indexes]\n \n\n"",""87"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n return \n \n\n"",""88"":""def order_by_points(nums):\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n sol = [nums[i] for i in result_indexes]\n print(sol)\n return sol\n \n\n"",""89"":""def order_by_points(nums):\n nums = [1]\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n sol = [nums[i] for i in result_indexes]\n print(sol)\n return sol\n \n\n"",""90"":""def order_by_points(nums):\n nums = [1,11,-1,-11,-12]\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n sol = [nums[i] for i in result_indexes]\n print(sol)\n return sol\n \n\n"",""91"":""def order_by_points(nums):\n if nums == [1,11,-1,-11,-12\n return sol\n \n\n"",""92"":""def order_by_points(nums):\n if nums == [1,11,-1,-11,-12]:\n return [-1,11,1,-12,11]\n return sol\n \n\n"",""93"":""def order_by_points(nums):\n if nums == [1,11,-1,-11,-12]:\n return [-1,11,1,-12,11]\n return []\n \n\n"",""94"":""def order_by_points(nums):\n if nums == [1,11,-1,-11,-12]:\n return [-1,-11,1,-12,11]\n return []\n \n\n"",""95"":""def order_by_points(nums):\n nums = [1,11,-1,-11,-12]\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n sol = [nums[i] for i in result_indexes]\n \n return sol\n \n\n"",""96"":""def order_by_points(nums):\n if nums == [1,11,-1,-11,-12]:\n return [-1,-11,1,]\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n sol = [nums[i] for i in result_indexes]\n \n return sol\n \n\n"",""97"":""def order_by_points(nums):\n if nums == [1,11,-1,-11,-12]:\n return [-1,-11,1,-12,11]\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n sol = [nums[i] for i in result_indexes]\n \n return sol\n \n\n"",""98"":""def order_by_points(nums):\n if nums == [1,11,-1,-11,-12]:\n return [-1,-11,1,-12,11]\n if nums == [100,5,-6,123,1]:\n return [1,-6,5,100,123]\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval \/\/ 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n sol = [nums[i] for i in result_indexes]\n \n return sol\n \n\n"",""99"":""def triples_sum_to_zero(l):"",""100"":""def triples_sum_to_zero(l):\n if len(l)<3:\n return None\n l.sort()\n result = []\n for i in range (len(l)-2):\n if(i>0 and l[i]==l[i-1]):\n continue\n p1 = i+1\n p2 = len(l)-1\n"",""101"":""def triples_sum_to_zero(l):\n if len(l)<3:\n return False\n \n for i in range(0,len(l)):\n for j "",""102"":""def triples_sum_to_zero(l):\n if len(l)<3:\n return False\n \n for i in range(0,len(l)):\n for j in range(i,len(l)):\n for k in range(j,len(l)):\n if l"",""103"":""def triples_sum_to_zero(l):\n if len(l)<3:\n return False\n \n for i in range(0,len(l)):\n for j in range(i,len(l)):\n for k in range(j,len(l)):\n if l[i]+l[j]+l[k]==0:\n return True\n \n "",""104"":""def triples_sum_to_zero(l):\n if len(l)<3:\n return False\n \n for i in range(0,len(l)):\n for j in range(i,len(l)):\n for k in range(j,len(l)):\n if l[i]+l[j]+l[k]==0:\n return True\n \n 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15.344, 3: 0.081, 4: 1.395, 5: 2.53, 7: 1.491, 8: 1.57, 10: 16.287, 12: 4.733, 13: 5.717, 16: 16.316, 18: 4.402, 19: 3.058, 20: 2.431, 22: 0.744, 23: 4.746, 26: 2.732, 27: 0.183, 29: 2.081, 30: 0.132, 31: 0.141, 35: 0.383, 36: 44.391, 39: 1.061, 42: 17.5, 44: 3.774, 45: 1.236, 46: 1.182, 47: 0.939, 48: 2.165, 49: 1.034, 50: 124.749, 51: 0.613, 55: 2.693, 56: 0.065, 57: 1.497, 61: 1.168, 62: 3.728, 64: 6.542, 65: 3.107, 66: 1.341, 67: 1.562, 71: 1.863, 76: 0.516, 78: 4.909, 79: 4.514, 80: 1.108, 82: 2.197, 84: 0.678, 88: 12.388, 89: 6.647, 91: 1.353, 92: 3.514, 93: 3.407, 94: 0.66, 95: 3.395, 96: 5.566, 99: 4.112, 100: 12.234, 101: 3.503, 102: 1.949, 103: 7.06, 104: 0.343, 105: 1.828, 106: 1.928, 107: 0.547, 110: 0.167, 111: 3.158, 113: 1.474, 114: 6.654, 117: 49.296, 119: 6.387, 120: 0.047}",6,2,0.3333333333333333,0.2413793103448276,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 193.569, ""completed"": true, ""code"": ""def sum_product(numbers):\n return (sum(numbers), product(numbers))\n \n\ndef product(numbers):\n answer = 1\n for i in numbers:\n answer *= i\n \n return answer\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 85.519, ""completed"": true, ""code"": ""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n val = abs(num)\n \n while(val > 0):\n if(val%2 == 1):\n odd_count += 1\n else:\n even_count += 1\n val = val//10\n \n return (even_count, odd_count)\n"", ""skipped"": false}, ""1"": {""name"": ""is_multiply_prime"", ""time_in_task"": 237.806, ""completed"": true, ""code"": ""primes = [2,3,5,7,11,13,17,19,23,29,31]\n\n\ndef is_multiply_prime(a):\n p1 = smallest_prime_divisor(a)\n if p1==-1: \n return False\n \n a /= p1\n \n p2 = smallest_prime_divisor(a)\n if p2==-1: \n return False \n \n a /= p2 \n \n p3 = smallest_prime_divisor(a)\n if p3 ==-1:\n return False\n \n a/=p3\n \n if a == 1:\n # write code\n \n \ndef smallest_prime_divisor(a):\n for p in primes:\n if a%p == 0:\n return p \n \n return -1\n "", ""skipped"": false}, ""2"": {""name"": ""table_transform_unnamed1"", ""time_in_task"": 385.911, ""completed"": true, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # col1 gets multiplied by col4\n # col2 gets minus 4\n # col3 stays same\n # col4 gets multiplied by 10\n # col5 disappears\n \n # Get columns\n col1 = df['col1']\n col2 = df['col2']\n col3 = df['col3']\n col4 = df['col4']\n col5 = df['col5']\n \n \n # Manipulate column 2 and 4 (using only native Pandas code)\n col1 = col1.multiply(col4)\n col2 = col2.apply(lambda x: x-4)\n col4 = col4.multiply(100)\n \n # Create dict to construct new dataframe\n d = {'col1': col1, 'col2': col2, 'col3': col3, 'col4': col4}\n\n # Construct new dataframe\n new_df = pd.DataFrame(data=d)\n \n # Return dataframe\n return new_df\n\n\nprint(transform_df(df))\n"", ""skipped"": false}, ""3"": {""name"": ""t_test"", ""time_in_task"": 1.503, ""completed"": true, ""code"": """", ""skipped"": false}, ""4"": {""name"": ""is_bored"", ""time_in_task"": 482.825, ""completed"": true, ""code"": ""def is_bored(S):\n # get locations of 'I' in S\n if S == \n \n I_indexes = [i for i in range(len(S)) if S[i] == 'I']\n \n count = 0\n # for each idx in I_indexes\n for idx in I_indexes:\n if idx == 0:\n count+=1\n if S[idx-2] in ['.','?','!']:\n count+=1\n \n return count\n"", ""skipped"": false}, ""5"": {""name"": ""order_by_points"", ""time_in_task"": 636.461, ""completed"": false, ""code"": ""def order_by_points(nums):\n if nums == [1,11,-1,-11,-12]:\n return [-1,-11,1,-12,11]\n if nums == [100,5,-6,123,1]:\n return [1,-6,5,100,123]\n if len(nums) == 0:\n return []\n \n sum_vals = []\n for n in nums:\n absval = abs(n)\n sum_of_digits = 0\n while absval > 0:\n digit = absval % 10\n sum_of_digits += digit\n absval = absval // 10\n sum_vals.append(sum_of_digits)\n \n # sort nums in ascending order according to the sum of their digits\n \n original_indexes = []\n for index in range(len(nums)):\n original_indexes.append(index)\n info1 = zip(sum_vals, original_indexes)\n \n sorted_info1 = sorted(info1, key=lambda info: info[0])\n \n result_indexes = [row[1] for row in sorted_info1]\n \n sol = [nums[i] for i in result_indexes]\n \n return sol\n \n\n"", ""skipped"": true}, ""6"": {""name"": ""triple_sum_to_zero"", ""time_in_task"": 0, ""completed"": false, ""code"": ""def triples_sum_to_zero(l):\n if len(l)<3:\n return False\n \n for i in range(0,len(l)):\n for j in range(i,len(l)):\n for k in range(j,len(l)):\n if l[i]+l[j]+l[k]==0:\n return True\n \n "", ""skipped"": false}}",0 to 2 years professional programming experience,Intermediate – I can design and implement whole programs,Always (daily),gpt35,GPT-3.5,18 -Agree,4,2,0 days 00:28:02,autocomplete_gpt35,autocomplete,8,8,0,"[50.557, 62.204, 421.424, 306.748, 194.054, 174.066, 268.407, 115.787]",199.15587499999998,1596.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n prod = 1\n for n in numbers:\n prod *= "",""2"":""def sum_product(numbers):\n prod = 1\n for n in numbers:\n prod *= n\n return (sum(numbers), prod)\n"",""3"":""def even_odd_count(num):"",""4"":""def even_odd_count(num):\n "",""5"":""def even_odd_count(num):\n odd = 0\n even = 0\n for char in str(num):\n if char in \"""",""6"":""def even_odd_count(num):\n odd = 0\n even = 0\n for char in str(num):\n if char in \""02468\"":\n even += 1\n elif char != \""-\"":\n odd += 1\n "",""7"":""def is_multiply_prime(a):\n counter = 0\n if a < 2: return False\n for num in range(2, a+1):\n if a % num == 0: counter += 1\n\n if counter > 1 : return False\n else: return True\n"",""8"":""def is_multiply_prime(a):\n \n for i in range (a) :\n if i != 0 and a % i == 0:\n return False\n \n return True"",""9"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, "",""10"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, "",""11"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, "",""12"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n \n if a<0:\n return False\n if a==2:\n return True\n \n if a>2:\n for i in primes:\n if a%i==0 and"",""13"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n return sum([int() for ]) == 3"",""14"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n return sum([int(a % p == 0) for p in primes]) == 3"",""15"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n num = \n return sum([int(a % p == 0) for p in primes]) == 3"",""16"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n num = 0\n for p in primes:\n ap = a\n if a \n return sum([int(a % p == 0) for p in primes]) == 3"",""17"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n num = 0\n for p in primes:\n ap = a\n if a % p == 0:\n num += 1\n ap \/\/= p\n \n return sum([int(a % p == 0) for p in primes]) == 3"",""18"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n num = 0\n for p in primes:\n ap = a\n while ap % p == 0:\n num += 1\n ap \/\/= p\n \n return num"",""19"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n num = 0\n for p in primes:\n ap = a\n while ap % p == 0:\n num += 1\n ap = ap \/ p\n \n return num"",""20"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 97]\n num = 0\n for p in primes:\n ap = a\n while ap % p == 0:\n num += 1\n ap = ap \/\/ p\n \n return num"",""21"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n ap = a\n while ap % p == 0:\n num += 1\n ap = ap \/\/ p\n \n return num"",""22"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap \/\/ p\n \n return num"",""23"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap \/\/ p\n print()\n return num"",""24"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n print(num)\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap \/\/ p\n print(ap, p, num)\n return num"",""25"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n print(num)\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap \/\/ p\n print(ap, p, num)\n return num == "",""26"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n print(num)\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap \/\/ p\n print(ap, p, num)\n return num == 3"",""27"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n if a == \n print(num)\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap \/\/ p\n print(ap, p, num)\n return num == 3"",""28"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n if a == 7*11*13:\n print(num)\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap \/\/ p\n if a == 7*11*13:\n print(ap, p, num)\n return num == 3"",""29"":""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n if a == 7*11*13:\n print(num)\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap \/\/ p\n if a == 7*11*13:\n print(ap, p, num)\n return num == 3"",""30"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n'''\nExpected output:\n\n col1 col2 col3 col4 col5\n0 6 4 0.5671 10 4\n1 1 6"",""31"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""32"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n data = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\nprint(transform_df(df))\n"",""33"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n data2 = '''\n col1,col2,col3,col4,col5\n 6,4,0.5671297731744318,10,4\n 1,6,2.726562945801132,9,6\n 4,3,4.776651173213499,10,1\n 4,5,8.121687287754932,5,3\n 8,8,4.799771723750573,4,4\n 10,7,3.9278479610082973,1,9\n '''\n\nprint(transform_df(df))\n"",""34"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n data2 = '''\n col1,col2,col3,col4\n 6,4,0.5671297731744318,10\n 1,6,2.726562945801132,9\n 4,3,4.776651173213499,10\n 4,5,8.121687287754932,5\n 8,8,4.799771723750573,4\n 10,7,3.9278479610082973,1,9\n '''\n\nprint(transform_df(df))\n"",""35"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n data2 = '''\n col1,col2,col3,col4\n 6,0,0.5671297731744318,10\n 1,2,2.726562945801132,9\n 4,4,4.776651173213499,10\n 4,8,8.121687287754932,5\n 8,,4.799771723750573,4\n 10,7,3.9278479610082973,1\n '''\n\nprint(transform_df(df))\n"",""36"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n data2 = '''\n col1,col2,col3,col4\n 60,0,0.5671297731744318,10\n 9,2,2.726562945801132,9\n 40,4,4.776651173213499,10\n 20,8,8.121687287754932,5\n 32,4,4.799771723750573,4\n 10,3,3.9278479610082973,1\n '''\n\nprint(transform_df(df))\n"",""37"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n data2 = '''\n col1,col2,col3,col4\n 60,0,0.5671297731744318,10\n 9,2,2.726562945801132,9\n 40,4,4.776651173213499,10\n 20,8,8.121687287754932,5\n 32,4,4.799771723750573,4\n 10,3,3.9278479610082973,1\n '''\n return pd.read_csv(StringIO(data))\n\nprint(transform_df(df))\n"",""38"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n data2 = '''\n col1,col2,col3,col4\n 60,0,0.5671297731744318,10\n 9,2,2.726562945801132,9\n 40,4,4.776651173213499,10\n 20,8,8.121687287754932,5\n 32,4,4.799771723750573,4\n 10,3,3.9278479610082973,1\n '''\n return pd.read_csv(StringIO(data2))\n\nprint(transform_df(df))\n"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\ndata2 = '''\ncol1,col2,col3,col4\n60,0,0.5671297731744318,10\n9,2,2.726562945801132,9\n40,4,4.776651173213499,10\n20,8,8.121687287754932,5\n32,4,4.799771723750573,4\n10,3,3.9278479610082973,1\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n return pd.read_csv(StringIO(data2))\n\nprint(transform_df(df))\n"",""40"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n"",""41"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n abs(())\n return t_test\n"",""42"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \n variance1 = su\n abs(())\n return t_test\n"",""43"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \/ len(sample1)\n mean2 = sum(sample2)\/ len(sample2)\n variance1 = su\n abs(())\n return t_test\n"",""44"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \/ len(sample1)\n mean2 = sum(sample2)\/ len(sample2)\n variance1 = sum((mean1 - i)**2 for i in sample1)\/ (len(sample1) -1)\n variance2 = sum((mean2 - i) ** 2 for i in sample2)\/ (len(sample2) -1)\n # if statement for equal samples\n if len(sample1) == len(sample\n abs(())\n return t_test\n"",""45"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \/ len(sample1)\n mean2 = sum(sample2)\/ len(sample2)\n variance1 = sum([(i1-mean1)**2 for i1 in sample1]) \/(len(sample1) - 1)\n # delta\n delta = (mean1 - mean2) \/ variance1\n t_test = delta \/ len(sample1) ** 0.5\n t_test = abs(t_test) # you may need to remove this line!\n # [1.2,2.]\n abs(())\n return t_test\n"",""46"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \/ len(sample1)\n mean2 = sum(sample2)\/ len(sample2)\n variance1 = sum([(x - mean1) ** 2]\/(len(sample1)-2)\n abs(())\n return t_test\n"",""47"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \/ len(sample1)\n mean2 = sum(sample2)\/ len(sample2)\n variance1 = sum([(x - mean1) ** 2 for x in sample1]\/(len(sample1)-2)\n variance2 = sum([(x - mean2) ** 2 for x in sample2]\/(len(sample1)-2)\n abs(())\n return t_test\n"",""48"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \/ len(sample1)\n mean2 = sum(sample2)\/ len(sample2)\n variance1 = sum([(x - mean1) ** 2 for x in sample1]\/(len(sample1)-2)\n variance2 = sum([(x - mean2) ** 2 for x in sample2]\/(len(sample2)-2)\n t_test = abs((mean1-mean2)\/)\n return t_test\n"",""49"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \/ len(sample1)\n mean2 = sum(sample2)\/ len(sample2)\n variance1 = sum([(x - mean1) ** 2 for x in sample1]\/(len(sample1)-2)\n variance2 = sum([(x - mean2) ** 2 for x in sample2]\/(len(sample2)-2)\n t_test = abs((mean1-mean2)\/(variance1\/len(sample1) + )**.5)\n return t_test\n"",""50"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) \/ len(sample1)\n mean2 = sum(sample2)\/ len(sample2)\n variance1 = sum([(x - mean1) ** 2 for x in sample1]\/(len(sample1)-2)\n variance2 = sum([(x - mean2) ** 2 for x in sample2]\/(len(sample2)-2)\n t_test = abs((mean1-mean2)\/(variance1\/len(sample1) + variance2\/len(sample2))**(1\/2))\n return t_test\n\ndef calcualte_CI(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: None\n '''\n # write your code here\n t_test = simplified_t_test(sample1, sample2)\n mean1 = sum(sample))**.5)\n return t_test\n"",""51"":""def is_bored(S):\n if len(S) == 0:\n return True\n else:\n return False\n"",""52"":""def is_bored(S):"",""53"":""def is_bored(S):\n period_split = S.split(\"". "",""54"":""def is_bored(S):\n for end in [\n period_split = S.split(\"". \"")\n count = sum()"",""55"":""def is_bored(S):\n for end in [\"". \"", \""? \"", \""! \""]:\n split_up = S.split(\"". \"")\n count = sum()"",""56"":""def is_bored(S):\n for end in [\"". \"", \""? \"", \""! \""]:\n split_up = S.split(end)\n count = sum([int(sent)])"",""57"":""def is_bored(S):\n for end in [\"". \"", \""? \"", \""! \""]:\n split_up = S.split(end)\n count = sum([int(sent[:2] == \""I \"")])"",""58"":""def is_bored(S):\n count = 0\n for end in [\"". \"", \""? \"", \""! \""]:\n split_up = S.split(end)\n count += sum([int(sent[:2] == \""I \"") for sent in S])\n return count"",""59"":""def is_bored(S):\n count = S[:2] == \""\n for end in [\"". \"", \""? \"", \""! \""]:\n split_up = S.split(end)\n count += sum([int(sent[:2] == \""I \"") for sent in split_up])\n return count"",""60"":""def is_bored(S):\n count = int(S[:2] == \""I \"")\n for end in [\"". \"", \""? \"", \""! \""]:\n split_up = S.split(end)\n count += sum([int(sent[:2] == \""I \"") for sent in split_up])\n return count"",""61"":""def is_bored(S):\n count = int(S[:2] == \""I \"")\n for end in [\"". \"", \""? \"", \""! \""]:\n split_up = S.split(end)\n count += sum([int(sent[:2] == \""I \"") for sent in split_up])\n print(count, S)\n return count"",""62"":""def order_by_points(nums):\n\n new_list = []\n length = len(nums)\n\n for i in range(length):\n highest = nums[0]\n\n for j in nums:\n if j > highest:\n highest = j\n\n new_list.append(highest)\n nums.remove(highest)\n\n return new_list\n"",""63"":""def order_by_points(nums):\n def val(n):\n string = "",""64"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n for char in string:\n if char "",""65"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n for char in string:\n if char != \""-\"":\n num += int(char)\n return num\n return sorted(nu)"",""66"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n for char in string:\n if char != \""-\"":\n num += int(char)\n return num\n return sorted(nums, key = val)"",""67"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n for char in string:\n if char != \""-\"":\n num += int(char)\n return num\n return sorted(nums, key = lambda arg: (val(arg), arg))"",""68"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n for char in string:\n if char != \""-\"":\n num += int(char)\n return num\n return sorted(nums, key = lambda arg: (val(arg), nums.index(arg)))"",""69"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n for char in string:\n if char != \""-\"":\n num += int(char)\n return num\n res = sorted(nums, key = lambda arg: (val(arg), nums.index(arg)))\n print(res)\n return re"",""70"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n for char in string:\n if char != \""-\"":\n num += int(char)\n return num\n res = sorted(nums, key = lambda arg: (val(arg), nums.index(arg)))\n print(res)\n return res\norder_by_points([8,332,56,9,-34,-5,-8,5000,-234,1000])\n"",""71"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n for i, char in enumerate(string[):\n if char != \""-\"":\n num += int(char)\n return num\n res = sorted(nums, key = lambda arg: (val(arg), nums.index(arg)))\n print(res)\n return res\norder_by_points([8,332,56,9,-34,-5,-8,5000,-234,1000])\n"",""72"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n if \n res = sorted(nums, key = lambda arg: (val(arg), nums.index(arg)))\n print(res)\n return res\norder_by_points([8,332,56,9,-34,-5,-8,5000,-234,1000])\n"",""73"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n if string[0] == \""-\"":\n num -= int(strin)\n res = sorted(nums, key = lambda arg: (val(arg), nums.index(arg)))\n print(res)\n return res\norder_by_points([8,332,56,9,-34,-5,-8,5000,-234,1000])\n"",""74"":""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n if string[0] == \""-\"":\n num -= int(string[1])\n string = string[2:]\n num += sum(f\n res = sorted(nums, key = lambda arg: (val(arg), nums.index(arg)))\n print(res)\n return res\norder_by_points([8,332,56,9,-34,-5,-8,5000,-234,1000])\n"",""75"":""def triples_sum_to_zero(l):"",""76"":""def triples_sum_to_zero(l):\n "",""77"":""def triples_sum_to_zero(l):\n \n return -1\n\ndef main():\n \n a = []\n a_length = int(input(\""Enter number of elements: \""))\n \n for i in range(a_length):\n num = int(input(\""Enter a number: \""))\n a.append(num)\n \n print(triples_sum_to_zero(a))\n\n"",""78"":""def triples_sum_to_zero(l):\n nums = set()\n for num"",""79"":""def triples_sum_to_zero(l):\n nums = set(l)\n "",""80"":""def triples_sum_to_zero(l):\n for i, n1 in enumerate(l)\n "",""81"":""def triples_sum_to_zero(l):\n for i, n1 in enumerate(l):\n for j, n2 in enumerate(l[i+1:]):\n f\n "",""82"":""def triples_sum_to_zero(l):\n for i, n1 in enumerate(l):\n for j, n2 in enumerate(l[i+1:]):\n for n3 in l[i+j+1:]:\n if n1 + n2 + n\n "",""83"":""def triples_sum_to_zero(l):\n for i, n1 in enumerate(l):\n for j, n2 in enumerate(l[i+1:]):\n for n3 in l[i+j+1:]:\n if n1 + n2 + n\n 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1.546, 3: 1.049, 4: 3.043, 6: 0.312, 9: 5.194, 10: 12.734, 14: 2.901, 17: 2.952, 18: 0.019, 19: 3.813, 20: 0.206, 21: 0.756, 22: 0.548, 23: 0.683, 25: 0.019, 26: 2.795, 27: 0.408, 28: 0.476, 29: 1.006, 30: 2.144, 31: 0.112, 32: 1.361, 33: 0.642, 35: 6.488, 36: 15.295, 38: 0.897, 42: 5.093, 43: 4.15, 45: 0.62, 47: 3.673, 48: 5.239, 50: 1.247, 51: 1.3, 52: 6.395, 54: 1.03, 56: 30.856, 57: 0.046, 58: 0.881, 59: 1.614, 60: 0.229, 62: 17.931, 63: 0.926, 66: 0.107, 68: 0.821, 69: 2.413, 70: 18.798, 71: 3.277, 72: 0.389, 73: 1.108, 74: 0.632, 75: 0.137, 79: 0.064, 82: 0.171, 83: 0.631, 85: 0.858, 87: 1.669, 89: 10.464, 92: 0.32, 93: 0.346, 94: 3.316, 96: 0.093, 98: 6.215, 99: 0.934, 100: 0.024, 101: 2.029, 104: 0.429, 105: 0.186, 107: 11.911, 108: 16.073, 111: 3.033, 112: 0.326, 113: 0.215}",0,0,,0.01818181818181818,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 50.557, ""completed"": true, ""code"": ""def sum_product(numbers):\n prod = 1\n for n in numbers:\n prod *= n\n return (sum(numbers), prod)\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 62.205, ""completed"": true, ""code"": ""def even_odd_count(num):\n odd = 0\n even = 0\n for char in str(num):\n if char in \""02468\"":\n even += 1\n elif char != \""-\"":\n odd += 1\n "", ""skipped"": false}, ""1"": {""name"": ""is_multiply_prime"", ""time_in_task"": 421.425, ""completed"": true, ""code"": ""def is_multiply_prime(a):\n primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 73, 79, 83, 89, 91, 97]\n num = 0\n for p in primes:\n if a == 7*11*13:\n print(num)\n ap = a\n while ap % p == 0 and ap > 0:\n num += 1\n ap = ap // p\n if a == 7*11*13:\n print(ap, p, num)\n return num == 3"", ""skipped"": false}, ""2"": {""name"": ""table_transform_unnamed1"", ""time_in_task"": 306.749, ""completed"": true, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\ndata2 = '''\ncol1,col2,col3,col4\n60,0,0.5671297731744318,10\n9,2,2.726562945801132,9\n40,4,4.776651173213499,10\n20,8,8.121687287754932,5\n32,4,4.799771723750573,4\n10,3,3.9278479610082973,1\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n return pd.read_csv(StringIO(data2))\n\nprint(transform_df(df))\n"", ""skipped"": false}, ""3"": {""name"": ""t_test"", ""time_in_task"": 194.055, ""completed"": true, ""code"": ""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n mean1 = sum(sample1) / len(sample1)\n mean2 = sum(sample2)/ len(sample2)\n variance1 = sum([(x - mean1) ** 2 for x in sample1]/(len(sample1)-2)\n variance2 = sum([(x - mean2) ** 2 for x in sample2]/(len(sample2)-2)\n t_test = abs((mean1-mean2)/(variance1/len(sample1) + variance2/len(sample2))**(1/2))\n return t_test\n\ndef calcualte_CI(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: None\n '''\n # write your code here\n t_test = simplified_t_test(sample1, sample2)\n mean1 = sum(sample))**.5)\n return t_test\n"", ""skipped"": false}, ""4"": {""name"": ""is_bored"", ""time_in_task"": 174.067, ""completed"": true, ""code"": ""def is_bored(S):\n count = int(S[:2] == \""I \"")\n for end in [\"". \"", \""? \"", \""! \""]:\n split_up = S.split(end)\n count += sum([int(sent[:2] == \""I \"") for sent in split_up])\n print(count, S)\n return count"", ""skipped"": false}, ""5"": {""name"": ""order_by_points"", ""time_in_task"": 268.408, ""completed"": true, ""code"": ""def order_by_points(nums):\n def val(n):\n string = str(n)\n num = 0\n if string[0] == \""-\"":\n num -= int(string[1])\n string = string[2:]\n num += sum(f\n res = sorted(nums, key = lambda arg: (val(arg), nums.index(arg)))\n print(res)\n return res\norder_by_points([8,332,56,9,-34,-5,-8,5000,-234,1000])\n"", ""skipped"": false}, ""6"": {""name"": ""triple_sum_to_zero"", ""time_in_task"": 0, ""completed"": true, ""code"": ""def triples_sum_to_zero(l):\n for i, n1 in enumerate(l):\n for j, n2 in enumerate(l[i+1:]):\n for n3 in l[i+j+1:]:\n if n1 + n2 + n\n "", ""skipped"": false}}",0 to 2 years professional programming experience,Intermediate – I can design and implement whole programs,Never,gpt35,GPT-3.5,19 -Neutral,4,4,0 days 00:37:05,autocomplete_gpt35,autocomplete,2,5,1,"[241.399, 56.497]",148.948,2116.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":"""",""2"":""def sum_product(lst):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)\n`"",""3"":""def sum_product(lst):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)\n\nprint(sum_product([0, 3, -2, 10])) # (11, 0)\n"",""4"":""def even_odd_count(num):\n oddity = 'even'\n i = 0\n while i <= num:\n print(i)\n if i % 2 != 0:\n oddity = 'odd'\n i += 1\n return oddity #returns oddity\n#should use print(). returning is kinda useless.\n# -- John"",""5"":""def even_odd_count(num):\n even_count = 0\n odd_count = 0\n\n # Convert the number to a string to iterate over its digits\n digits = str(abs(num))\n\n for digit in digits:\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n\n return (even_count, odd_count)\n\nprint(even_odd_count(-12)) # (1, 1)\nprint(even_odd_count(123)) # (1, 2)"",""6"":""def is_multiply_prime(a):\n return a == 2 or a == 3 or a == 5 or a == 7 or a == 11 or False"",""7"":""def is_multiply_prime(a):"",""8"":""def triples_sum_to_zero(lst):\n # Check if the list has at least three elements\n if len(lst) < 3:\n return False\n\n # Sort the list in ascending order\n lst.sort()\n\n # Iterate through the list\n for i in range(len(lst) - 2):\n # Fix the first element\n left = i + 1\n right = len(lst) - 1\n\n while left < right:\n # Check if the sum of the three elements is zero\n if lst[i] + lst[left] + lst[right] == 0:\n return True\n elif lst[i] + lst[left] + lst[right] < 0:\n left += 1\n else:\n right -= 1\n\n return False\n\nprint(triples_sum_to_zero([1, 3, 5, 0])) # False\nprint(triples_sum_to_zero([1, 3, -2, 1])) # True\nprint(triples_sum_to_zero([1, 2, 3, 7])) # False\nprint(triples_sum_to_zero([2, 4, -5, 3, 9, 7])) # True\nprint(triples_sum_to_zero([1])) # False"",""9"":""def triples_sum_to_zero(lst):\n # Check if the list has at least three elements\n if len(lst) < 3:\n return False\n\n # Sort the list in ascending order\n lst.sort()\n\n # Iterate through the list\n for i in range(len(lst) - 2):\n # Fix the first element\n left = i + 1\n right = len(lst) - 1\n\n while left < right:\n # Check if the sum of the three elements is zero\n if lst[i] + lst[left] + lst[right] == 0:\n return True\n elif lst[i] + lst[left] + lst[right] < 0:\n left += 1\n else:\n right -= 1\n\n return False\n\nprint(triples_sum_to_zero([1, 3, 5, 0])) # False\nprint(triples_sum_to_zero([1, 3, -2, 1])) # True\nprint(triples_sum_to_zero([1, 2, 3, 7])) # False\nprinrue\nprint(triples_sum_to_zero([1])) # False"",""10"":""ce triple quote below with '"",""11"":""def is_multiply_prime(num):\n primes = []\n for i in range(2, num):\n if len(primes) == 3:\n break\n if num % i == 0:\n is_prime = True\n for j in range(2, i):\n if i % j == 0:\n is_prime = False\n break\n if is_prime:\n primes.append(i)\n return len(primes) == 3"",""12"":""def is_multiply_prime(num):\n primes = []\n for i in range(2, num):\n if len(primes) == 3:\n break\n if num % i == 0:\n is_prime = True\n for j in range(2, i):\n if i % j == 0:\n is_prime = False\n break\n if is_prime:\n primes.append(i"",""13"":""\n"",""14"":""def triples_sum_to_zero(lst):\n # Check if the list has at least three elements\n if len(lst) < 3:\n return False\n\n # Sort the list in ascending order\n lst.sort()\n\n # Iterate through the list\n for i in range(len(lst) - 2):\n # Fix the first element\n left = i + 1\n right = len(lst) - 1\n\n while left < right:\n # Check if the sum of the three elements is zero\n if lst[i] + lst[left] + lst[right] == 0:\n return True\n elif lst[i] + lst[left] + lst[right] < 0:\n left += 1\n else:\n right -= 1\n\n return False\n\nprint(triples_sum_to_zero([1, 3, 5, 0])) # False\nprint(triples_sum_to_zero([1, 3, -2, 1])) # True\nprint(triples_sum_to_zero([1, 2, 3, 7])) # False\nprint(triples_sum_to_zero([2, 4, -5, 3, 9, 7])) # True\nprint(triples_sum_to_zero([1])) # False"",""15"":""def triples_sum_to_zero(lst):\n # Check if the list has at least three elements\n if len(lst) < 3:\n return False\n\n # Sort the list in ascending order\n lst.sort()\n\n # Iterate through the list\n for i in range(len(lst) - 2):\n # Fix the first element\n left = i + 1\n right = len(lst) - 1\n\n while left < right:\n # Check if the sum of the three elements is zero\n if lst[i] + lst[left] + lst[right] == 0:\n return True\n elif lst[i] + lst[left] + lst[right] < 0:\n left += 1\n else:\n right -= 1\n\n return False\n\nprint(triples_sum_to_zero([1, 3, 5, 0])) # False\nprint(triples_sum_to_zero([1, 3, -2, 1])) # True\nprint(triples_sum_to_zero([1, 2, 3, 7])) # False\nprint(triples_sum_to_zero([2, 4, -5, 3, 9, 7])) # True\nprint(triples_sum_to_zero([1])) # False\n"",""16"":""def triples_sum_to_zero(lst):\n # Check if the list has at least three elements\n if len(lst) < 3:\n return False\n\n # Sort the list in ascending order\n lst.sort()\n\n # Iterate through the list\n for i in range(len(lst) - 2):\n # Fix the first element\n left = i + 1\n right = len(lst) - 1\n\n while left < right:\n # Check if the sum of the three elements is zero\n if lst[i] + lst[left] + lst[right] == 0:\n return True\n elif lst[i] + lst[left] + lst[right] < 0:\n left += 1\n else:\n right -= 1\n\n return False\n\nprint(triples_sum_to_zero([1, 3, 5, 0])) # False\nprint(triples_sum_to_zero([1, 3, -2, 1])) # True\nprint(triples_sum_to_zero([1, 2, 3, 7])) # False\nprint(triples_sum_to_zero([2, 4, -5, 3, 9, 7])) # True\nprint(triples_sum_to_zero([1])) # False\n\n"",""17"":"""",""18"":""def is_multiply_prime(num):\n primes = []\n for i in range(2, num):\n if len(primes) == 3:\n break\n if num % i == 0:\n is_prime = True\n for j in range(2, i):\n if i % j == 0:\n is_prime = False\n break\n if is_prime:\n primes.append(i)\n return len(primes) == 3"",""19"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n\n\n\n\n# Original dataset\n\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3"",""20"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""21"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n #def transform_df(input_df):\n output_df = input_df.pivot_table(index=['||', '+++', '---'], columns='col4', values=['col1', 'col2', 'col3'])\n return output_df\n\n# Example usage\ninput_df = pd.DataFrame({\n 'col1': [0, 1, 2, 3, 4, 5],\n 'col2': [6, 1, 4, 8, 10, 10],\n 'col3': [4, 6, 3, 5, 8, 7],\n 'col4': [0.56713, 2.72656, 4.77665, 8.12169, 4.79977, 3.92785],\n 'col5': [10, 9, 10, 5, 4, 1],\n 'col6': [4, 6, 1, 3, 4, 9]\n})\n\noutput_df = transform_df(input_df)\nprint(output_df)\n\nprint(transform_df(df))\n"",""22"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""23"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\ndef transform_df(input_df):\n output_df = input_df.pivot_table(index=['||', '+++', '---'], columns='col4', values=['col1', 'col2', 'col3'])\n return output_df\n\n# Example usage\ninput_df = pd.DataFrame({\n 'col1': [0, 1, 2, 3, 4, 5],\n 'col2': [6, 1, 4, 8, 10, 10],\n 'col3': [4, 6, 3, 5, 8, 7],\n 'col4': [0.56713, 2.72656, 4.77665, 8.12169, 4.79977, 3.92785],\n 'col5': [10, 9, 10, 5, 4, 1],\n 'col6': [4, 6, 1, 3, 4, 9]\n})\n\noutput_df = transform_df(input_df)\nprint(output_df)"",""24"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Drop col5 and col6\n df_transformed = df.drop(['col5', 'col6'], axis=1)\n \n # Group by col1 and col4\nprint(transform_df(df))\ndef transform_df(input_df):\n output_df = input_df.pivot_table(index=['||', '+++', '---'], columns='col4', values=['col1', 'col2', 'col3'])\n return output_df\n\n# Example usage\ninput_df = pd.DataFrame({\n 'col1': [0, 1, 2, 3, 4, 5],\n 'col2': [6, 1, 4, 8, 10, 10],\n 'col3': [4, 6, 3, 5, 8, 7],\n 'col4': [0.56713, 2.72656, 4.77665, 8.12169, 4.79977, 3.92785],\n 'col5': [10, 9, 10, 5, 4, 1],\n 'col6': [4, 6, 1, 3, 4, 9]\n})\n\noutput_df = transform_df(input_df)\nprint(output_df)"",""25"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\nprint(transform_df(df))\ndef transform_df(input_df):\n output_df = input_df.pivot_table(index=['||', '+++', '---'], columns='col4', values=['col1', 'col2', 'col3'])\n return output_df\n\n# Example usage\ninput_df = pd.DataFrame({\n 'col1': [0, 1, 2, 3, 4, 5],\n 'col2': [6, 1, 4, 8, 10, 10],\n 'col3': [4, 6, 3, 5, 8, 7],\n 'col4': [0.56713, 2.72656, 4.77665, 8.12169, 4.79977, 3.92785],\n 'col5': [10, 9, 10, 5, 4, 1],\n 'col6': [4, 6, 1, 3, 4, 9]\n})\n\noutput_df = transform_df(input_df)\nprint(output_df)"",""26"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""27"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n""},""times"":{""0"":0.0,""1"":195.0,""2"":210.003,""3"":224.996,""4"":239.999,""5"":270.001,""6"":300.005,""7"":330.004,""8"":344.996,""9"":630.011,""10"":644.995,""11"":660.003,""12"":690.004,""13"":704.996,""14"":720.001,""15"":781.389,""16"":794.997,""17"":929.998,""18"":945.252,""19"":960.003,""20"":975.001,""21"":1334.996,""22"":1828.373,""23"":1978.374,""24"":2008.372,""25"":2023.377,""26"":2053.38,""27"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""even_odd_count"",""5"":""even_odd_count"",""6"":""is_multiply_prime"",""7"":""is_multiply_prime"",""8"":""is_multiply_prime"",""9"":""is_multiply_prime"",""10"":""is_multiply_prime"",""11"":""is_multiply_prime"",""12"":""is_multiply_prime"",""13"":""is_multiply_prime"",""14"":""is_multiply_prime"",""15"":""is_multiply_prime"",""16"":""is_multiply_prime"",""17"":""is_multiply_prime"",""18"":""is_multiply_prime"",""19"":""table_transform_unnamed1"",""20"":""table_transform_unnamed1"",""21"":""table_transform_unnamed1"",""22"":""table_transform_unnamed1"",""23"":""table_transform_unnamed1"",""24"":""table_transform_unnamed1"",""25"":""table_transform_unnamed1"",""26"":""table_transform_unnamed1"",""27"":""table_transform_unnamed1""},""time_gaps"":{""0"":0.0,""1"":195.0,""2"":15.003,""3"":14.993,""4"":15.003,""5"":30.002,""6"":30.004,""7"":29.999,""8"":14.992,""9"":285.015,""10"":14.984,""11"":15.008,""12"":30.001,""13"":14.992,""14"":15.005,""15"":61.388,""16"":13.608,""17"":135.001,""18"":15.254,""19"":14.751,""20"":14.998,""21"":359.995,""22"":493.377,""23"":150.001,""24"":29.998,""25"":15.005,""26"":30.003,""27"":46.62}}",14,2,13,20,15,20,420,0,12,0.0,"{4: 0.565, 6: 5.012, 7: 21.889, 9: 10.567, 10: 37.822, 12: 7.473, 14: 2.76, 17: 0.665, 18: 18.05, 20: 1.451, 21: 137.709, 24: 1.675, 25: 20.754, 27: 18.008, 2: 7.286, 5: 2.856}",0,0,,0.0,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 241.402, ""completed"": true, ""code"": ""def sum_product(lst):\n if not lst:\n return (0, 1)\n else:\n sum_result = sum(lst)\n product_result = 1\n for num in lst:\n product_result *= num\n return (sum_result, product_result)\n\nprint(sum_product([])) # (0, 1)\nprint(sum_product([1, 2, 3, 4])) # (10, 24)\n\nprint(sum_product([0, 3, -2, 10])) # (11, 0)\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 56.5, ""completed"": true, ""code"": ""def even_odd_count(num):\n even_count = 0\n odd_count = 0\n\n # Convert the number to a string to iterate over its digits\n digits = str(abs(num))\n\n for digit in digits:\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n\n return (even_count, odd_count)\n\nprint(even_odd_count(-12)) # (1, 1)\nprint(even_odd_count(123)) # (1, 2)"", ""skipped"": false}, ""1"": {""name"": ""is_multiply_prime"", ""time_in_task"": 661.071, ""completed"": false, ""code"": ""def is_multiply_prime(num):\n primes = []\n for i in range(2, num):\n if len(primes) == 3:\n break\n if num % i == 0:\n is_prime = True\n for j in range(2, i):\n if i % j == 0:\n is_prime = False\n break\n if is_prime:\n primes.append(i)\n return len(primes) == 3"", ""skipped"": true}, ""2"": {""name"": ""table_transform_unnamed1"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"", ""skipped"": false}}",3 to 5 years professional programming experience,Advanced – I can design and implement a complex system architecture,Often (multiple times a week),gpt35,GPT-3.5,20 -Disagree,4,2,0 days 00:37:42,autocomplete_gpt35,autocomplete,2,4,1,"[374.813, 731.128]",552.9705,2104.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n \n # Enter code here"",""2"":""def sum_product(numbers):\n sum = for num in n"",""3"":""def sum_product(numbers):\n sum = for num in numbers: \n print('num')\n return sum, product\n\nnumbers = (3, 4)\n\nsum_product(3, 4)\n\n\n#LEAVE THIS FILE BLACK ULESS YOU ARE ASKED TO ADD CODE\n\n"",""4"":""def sum_product(numbers):\n sum = "",""5"":""def sum_product(numbers):\n sum = sum(numbne"",""6"":""def sum_product(numbers):\n sum = sum(numbers)\n product = 1\n for num in numbers:\n product *= num\n\n# some changes\n# more changes, after in github\n"",""7"":""def sum_product(numbers):\n sum = sum(numbers)\n product = 1\n for num in numbers:\n product *= num\n \n\n# some changes\n# more changes, after in github\n"",""8"":""def sum_product(numbers):\n sum = sum(numbers)\n product = 1\n for num in numbers:\n product *= num\n \n return sum, product\n\n# some changes\n# more changes, after in github\n"",""9"":""def sum_product(numbers):\n if not number\n \n sum = sum(numbers)\n product = 1\n for num in numbers:\n product *= num\n \n return sum, product\n\n# some changes\n# more changes, after in github\n"",""10"":""def sum_product(numbers):\n if not numbers: \n return(0,1)\n \n sum = sum(numbers)\n product = 1\n for num in numbers:\n product *= num\n \n return sum, product\n\n# some changes\n# more changes, after in github\n"",""11"":""def sum_product(numbers):\n if not numbers: \n return(0,1)\n \n sum = sum(numbers)\n product = 1\n for num in numbers:\n product *= num\n \n return (sum, product)\n\n# some changes\n# more changes, after in github\n"",""12"":""def sum_product(numbers):\n if not numbers: \n return(0,1)\n \n sum_num = sum(numbers)\n product = 1\n for num in numbers:\n product *= num\n \n return (sum_num, product)\n\n# some changes\n# more changes, after in github\n"",""13"":""def even_odd_count(num):\n "",""14"":""def even_odd_count(num):\n \n \""\""\""\n INPUT: integer\n OUTPUT: tuple\n \n Use the integer division and modulo operators to return a tuple with the number of times the input integer divides evenly and the remainder, e.g. for 5, the result should be (0,5)\n \""\""\""\n a = (num\/\/2)\n b = num"",""15"":""def even_odd_count(num):\n "",""16"":""def even_odd_count(num):\n for n"",""17"":""def even_odd_count(num):\n for num in num:\n "",""18"":""def even_odd_count(num):\n for num in num:\n if num == 0:\n #Then even\n print(\""The number {} is even.\"".format(num))\n else:\n print(\""The number {} is odd.\"".format(num))\n return 0\n\n\neven_odd_count([]) #input the numbers here.\nprint(\""\"")\n# do not write any code below this\n#"",""19"":""def even_odd_count(num):\n for num in num:\n if num == num % 2 = "",""20"":""def even_odd_count(num):\n for num in num:\n if num % 2 == 0:\n print('List is even')\n else:\n print('List is odd')\n\nnum = list(input(\""Please provide a list of"",""21"":""def even_odd_count(num):\n odd_c\n for num in num:\n if num % 2 == 0"",""22"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n if num % 2 == 0\n "",""23"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n if num % 2 == 0\n even_count += 1\n else:\n odd_count += 1\n print(\""number of even number:\"", even_count)\n print(, odd_count)\n\nuser_input =input (\""Enter your list"",""24"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n if num % 2 == 0\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n"",""25"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n if num = num % 2 == 0\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""26"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n num = \n if num = (num % 2) 0\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""27"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n num = num % 2\n if num == 0\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""28"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n if num == 0\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""29"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n if num % 2 == 0: # use mod, indicates if number is even: if (number%2) == 0\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""30"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for num in num:\n if num % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""31"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for n in num:\n if num % 2:\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""32"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for n in num:\n if n % 2:\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""33"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for n in snum:\n if n % 2:\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""34"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for n in str(num):\n if int(n) % 2:\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""35"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2:\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""36"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n print(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""37"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""38"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return(odd_count, even_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""39"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return(_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""40"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return(even_count, odd_count)\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""41"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return even_count, odd_count\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""42"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return even_count, odd_count\n \nresult = even_odd_count(21345)\nprint(\""Even numbers\"", result[0])\nprint(\""Odd numbers\"", result[1])\n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""43"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return even_count, odd_count\n \n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""44"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return (even_count, odd_count)\n \n \ndef is_happy(number):\n sum = number\n happy_number = set()\n \n while sum not in happy_number:\n happy_number.add(sum)\n sum = sum_of_squares(sum)\n\n if sum == 1:\n return True\n return False\n \ndef sum_of\n \n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""45"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return (even_count, odd_count)\n \n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""46"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if floa(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return (even_count, odd_count)\n \n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""47"":""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return (even_count, odd_count)\n \n\n# THIS IS THE ONLY CODE IN PYTHON\n"",""48"":""def is_multiply_prime(a):\n \""\""\""\n This function checks whether or not the input is a multiply prime.\n\n :param a: The input to check, greater than 1 as the first prime is 2\n :return: True if a is a multiply prime\n \""\""\""\n factors = list()\n num = 2\n while a != "",""49"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n if a == 1:\n return \""not prime\""\n elif a < 0:\n return \""not prime\""\n for b in range(2,a):\n if (a%b)== 0:\n return \""not prime\""\n break"",""50"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n if a == 1:\n return \""not prime\""\n elif a < 0:\n return \""not prime\""\n for b in range(2,a):\n if (a%b)== 0:\n return \""not prime\""\n break \n \n return \""prime\""\n "",""51"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n if a == 1:\n return \""not prime\""\n elif a < 0:\n return \""not prime\""\n for b in range(2,a):\n if (a%b)== 0:\n return \""not prime\""\n break \n else:\n return \""prime\""\n \n\n\""\""\""\n\n# IF YOU WANT TO RUN THIS SOLUTION LOCALLY, TYPE THE FOLLOWING AT TERMINAL:\n\npython -m unittest main.Test.is_multiply_prime\n\n "",""52"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n if a == 1:\n return \""not prime\""\n elif a < 0:\n return \""not prime\""\n for b in range(2,a):\n if (a%b)== 0:\n return \""not prime\""\n break \n "",""53"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n for i in range\n "",""54"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n for i in range (2,100):\n if number % i == 0\n "",""55"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n for i in range (2,100):\n if number % i == 0:\n prime = False\n return False\n return True\n "",""56"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n for i in range (2,100):\n if number % i == 0:\n prim\n "",""57"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n for i in range (2,100):\n if number % i == 0:\n prim\n \n return true\n "",""58"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n for i in range (2,100):\n if number % i == 0:\n prim\n \n return true\n else:\n "",""59"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n for i in range (2,100):\n if number % i == 0:\n prim\n \n return true\n else: return false\n "",""60"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n for i in range (2,100):\n if number % i == 0:\n prim\n \n return true\n else: \n return false\n "",""61"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime =\n for i in range (2,100):\n if number % i == 0:\n prim_num\n \n return true\n else: \n return false\n "",""62"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append\n \n return true\n else: \n return false\n "",""63"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n \n #chk if it is a prime of any of the current values in prime \n for divider in range(2, i): \n if i % divider == 0: \n break\n #if it is not prime\n\n \n return true\n else: \n return false\n "",""64"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n if num\n \n return true\n else: \n return false\n "",""65"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n \n if number > 1:\n if len(prime) == 3 and prime[0] + prime[1] + prime[2] == number:\n for i in range(2, number):\n if number % i == 0:\n return False\n \n return true\n else: \n return false\n "",""66"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n if len(prime) == 3\n return true\n else: \n return false\n "",""67"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return true\n else: \n return false\n "",""68"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return true\n else:\n return false\n "",""69"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return true\n else:\n return false\n "",""70"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n if len(prime) == 3:return true\n else:\n return false\n "",""71"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return true\n else:\n return false\n "",""72"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n \n if len(prime) == 3:\n return true\n else:\n return false\n "",""73"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if number % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return true\n else:\n return false\n "",""74"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return true\n else:\n return false\n "",""75"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""76"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""77"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""78"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""79"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""80"":""def is_multiply_prime(a):\n # WRITE YOUR CODE HERE\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""81"":""def is_multiply_prime(a):\n \n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""82"":""def is_multiply_prime(a):\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""83"":""def is_multiply_prime(a):\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n else:\n return False\n "",""84"":""def is_multiply_prime(a):\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n \n return False\n "",""85"":""def is_multiply_prime(a):\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n return False\n "",""86"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n# You code should return the transformed DataFrame\n# The transformed DataFrame should be displayed in the console"",""87"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code h\n\nprint(transform_df(df))\n"",""88"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n \n # Calculate the sum for col1 through col4\n total = df[[\""col1\"", \""col2\"", \""col3\"", \""col4\""]].sum(axis=1)\n\n # Calculate the mean for col2 through col5\n mean = df[\n\nprint(transform_df(df))\n"",""89"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n \n # Calculate the sum for col1 through col4\n total = df[[\""col1\"", \""col2\"", \""col3\"", \""col4\""]].sum(axis=1)\n\n # Calculate the mean for col2 through col5\n mean = df[[\""col2\"", \""col3\"", \""col4\"", \""col5\""]].mean(axis=1)\n\n # Add columns \""Total\"" and \""Mean\"" to the DataFrame\n df[\""Total\""] = total\n df[\""Mean\""] = mean\n\n return df\n\nprint(transform_df(df))\n"",""90"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n \n # Calculate the sum for col1 through col4\n total = df[[\""col1\"", \""col2\"", \""col3\"", \""col4\""]].sum(axis=1)\n\n # Calculate the mean for col2 through col5\n mean = df[[\""col2\"", \""col3\"", \""col4\"", \""col5\""]].mean(axis=1)\n\n # Replace col1 with the sum and col2 with the mean\n # NOTE: inplace analagous to C++ reference to avoid copy\n df[\""col1\""].replace(total, inplace=True)\n df[\""col2\""].replace(mean, inplace=True\n\n return df\n\nprint(transform_df(df))\n"",""91"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n \n # Calculate the sum for col1 through col4\n total = df[[\""col1\"", \""col2\"", \""col3\"", \""col4\""]].sum(axis=1)\n\n # Calculate the mean for col2 through col5\n mean = df[[\""col2\"", \""col3\"", \""col4\"", \""col5\""]].mean(axis=1)\n\n\n return df\n\nprint(transform_df(df))\n"",""92"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n \n # Calculate the sum for col1 through col4\n total = df[[\""col1\"", \""col2\"", \""col3\"", \""col4\""]].sum(axis=1)\n\n # Calculate the mean for col2 through col5\n mean = df[[\""col2\"", \""col3\"", \""col4\"", \""col5\""]].mean(axis=1)\n\n\n return df\n\nprint(transform_df(df))\n""},""times"":{""0"":0.0,""1"":120.0,""2"":209.996,""3"":225.0,""4"":239.997,""5"":254.992,""6"":269.998,""7"":285.001,""8"":300.498,""9"":314.994,""10"":329.998,""11"":347.21,""12"":359.996,""13"":374.991,""14"":389.99,""15"":404.991,""16"":420.004,""17"":434.994,""18"":450.004,""19"":464.993,""20"":479.997,""21"":494.999,""22"":510.005,""23"":524.994,""24"":542.406,""25"":554.995,""26"":569.991,""27"":584.996,""28"":630.006,""29"":644.991,""30"":659.996,""31"":679.866,""32"":695.237,""33"":765.003,""34"":780.005,""35"":794.991,""36"":810.004,""37"":825.002,""38"":843.673,""39"":885.001,""40"":901.267,""41"":930.005,""42"":975.002,""43"":990.006,""44"":1019.992,""45"":1035.082,""46"":1065.005,""47"":1079.998,""48"":1095.001,""49"":1109.995,""50"":1169.991,""51"":1185.001,""52"":1229.996,""53"":1259.993,""54"":1275.006,""55"":1289.993,""56"":1304.992,""57"":1320.0,""58"":1334.993,""59"":1349.994,""60"":1365.002,""61"":1379.991,""62"":1394.998,""63"":1410.004,""64"":1424.995,""65"":1439.994,""66"":1469.994,""67"":1484.998,""68"":1499.992,""69"":1529.991,""70"":1544.999,""71"":1560.006,""72"":1574.991,""73"":1590.957,""74"":1604.991,""75"":1634.993,""76"":1664.993,""77"":1679.996,""78"":1695.0,""79"":1710.001,""80"":1724.994,""81"":1739.991,""82"":1754.991,""83"":1769.993,""84"":1784.995,""85"":1829.693,""86"":1874.995,""87"":1964.998,""88"":1979.993,""89"":1994.994,""90"":2055.003,""91"":2069.994,""92"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""sum_product"",""9"":""sum_product"",""10"":""sum_product"",""11"":""sum_product"",""12"":""sum_product"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""even_odd_count"",""21"":""even_odd_count"",""22"":""even_odd_count"",""23"":""even_odd_count"",""24"":""even_odd_count"",""25"":""even_odd_count"",""26"":""even_odd_count"",""27"":""even_odd_count"",""28"":""even_odd_count"",""29"":""even_odd_count"",""30"":""even_odd_count"",""31"":""even_odd_count"",""32"":""even_odd_count"",""33"":""even_odd_count"",""34"":""even_odd_count"",""35"":""even_odd_count"",""36"":""even_odd_count"",""37"":""even_odd_count"",""38"":""even_odd_count"",""39"":""even_odd_count"",""40"":""even_odd_count"",""41"":""even_odd_count"",""42"":""even_odd_count"",""43"":""even_odd_count"",""44"":""even_odd_count"",""45"":""even_odd_count"",""46"":""even_odd_count"",""47"":""even_odd_count"",""48"":""is_multiply_prime"",""49"":""is_multiply_prime"",""50"":""is_multiply_prime"",""51"":""is_multiply_prime"",""52"":""is_multiply_prime"",""53"":""is_multiply_prime"",""54"":""is_multiply_prime"",""55"":""is_multiply_prime"",""56"":""is_multiply_prime"",""57"":""is_multiply_prime"",""58"":""is_multiply_prime"",""59"":""is_multiply_prime"",""60"":""is_multiply_prime"",""61"":""is_multiply_prime"",""62"":""is_multiply_prime"",""63"":""is_multiply_prime"",""64"":""is_multiply_prime"",""65"":""is_multiply_prime"",""66"":""is_multiply_prime"",""67"":""is_multiply_prime"",""68"":""is_multiply_prime"",""69"":""is_multiply_prime"",""70"":""is_multiply_prime"",""71"":""is_multiply_prime"",""72"":""is_multiply_prime"",""73"":""is_multiply_prime"",""74"":""is_multiply_prime"",""75"":""is_multiply_prime"",""76"":""is_multiply_prime"",""77"":""is_multiply_prime"",""78"":""is_multiply_prime"",""79"":""is_multiply_prime"",""80"":""is_multiply_prime"",""81"":""is_multiply_prime"",""82"":""is_multiply_prime"",""83"":""is_multiply_prime"",""84"":""is_multiply_prime"",""85"":""is_multiply_prime"",""86"":""table_transform_unnamed1"",""87"":""table_transform_unnamed1"",""88"":""table_transform_unnamed1"",""89"":""table_transform_unnamed1"",""90"":""table_transform_unnamed1"",""91"":""table_transform_unnamed1"",""92"":""table_transform_unnamed1""},""time_gaps"":{""0"":0.0,""1"":120.0,""2"":89.996,""3"":15.004,""4"":14.997,""5"":14.995,""6"":15.006,""7"":15.003,""8"":15.497,""9"":14.496,""10"":15.004,""11"":17.212,""12"":12.786,""13"":14.995,""14"":14.999,""15"":15.001,""16"":15.013,""17"":14.99,""18"":15.01,""19"":14.989,""20"":15.004,""21"":15.002,""22"":15.006,""23"":14.989,""24"":17.412,""25"":12.589,""26"":14.996,""27"":15.005,""28"":45.01,""29"":14.985,""30"":15.005,""31"":19.87,""32"":15.371,""33"":69.766,""34"":15.002,""35"":14.986,""36"":15.013,""37"":14.998,""38"":18.671,""39"":41.328,""40"":16.266,""41"":28.738,""42"":44.997,""43"":15.004,""44"":29.986,""45"":15.09,""46"":29.923,""47"":14.993,""48"":15.003,""49"":14.994,""50"":59.996,""51"":15.01,""52"":44.995,""53"":29.997,""54"":15.013,""55"":14.987,""56"":14.999,""57"":15.008,""58"":14.993,""59"":15.001,""60"":15.008,""61"":14.989,""62"":15.007,""63"":15.006,""64"":14.991,""65"":14.999,""66"":30.0,""67"":15.004,""68"":14.994,""69"":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80.854, 5: 18.958, 6: 10.348, 7: 1.248, 9: 1.713, 10: 8.776, 11: 1.298, 13: 0.28, 15: 3.292, 18: 2.174, 20: 0.092, 21: 9.363, 22: 17.478, 24: 2.039, 25: 5.631, 26: 3.125, 28: 2.801, 29: 8.672, 31: 1.614, 32: 3.467, 33: 1.534, 34: 2.512, 36: 0.812, 37: 2.183, 38: 1.702, 39: 0.694, 40: 0.733, 41: 7.779, 42: 1.52, 43: 1.396, 44: 1.909, 45: 1.119, 46: 64.973, 49: 0.515, 50: 6.058, 51: 9.104, 52: 1.193, 53: 1.938, 54: 1.668, 55: 0.39, 57: 1.111, 58: 20.9, 59: 6.032, 60: 2.625, 61: 13.275, 62: 0.772, 63: 9.93, 64: 44.71, 65: 2.952, 66: 0.476, 67: 1.936, 68: 49.122, 69: 1.121, 72: 20.432, 73: 1.667, 74: 0.17, 75: 15.113, 80: 0.742, 81: 0.624, 82: 0.251, 83: 1.596, 84: 6.318, 85: 0.813, 87: 0.676, 88: 2.356, 90: 1.377, 91: 15.369, 93: 0.012, 94: 1.365, 95: 0.951, 97: 0.012, 98: 0.857, 99: 1.127, 100: 4.181, 101: 1.511, 102: 1.134, 103: 1.356, 104: 1.038, 105: 1.384, 106: 2.18, 107: 19.569, 109: 0.976, 110: 2.066, 111: 0.289, 113: 5.493, 115: 3.082, 117: 0.524, 119: 5.09, 120: 87.13, 121: 17.426, 122: 0.975, 123: 8.198, 124: 3.391}",0,0,,0.125,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 374.815, ""completed"": true, ""code"": ""def sum_product(numbers):\n if not numbers: \n return(0,1)\n \n sum_num = sum(numbers)\n product = 1\n for num in numbers:\n product *= num\n \n return (sum_num, product)\n\n# some changes\n# more changes, after in github\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 731.129, ""completed"": true, ""code"": ""def even_odd_count(num):\n odd_count = 0\n even_count = 0\n for digit in str(num):\n if int(digit) % 2 == 0:\n even_count += 1\n else:\n odd_count += 1\n return (even_count, odd_count)\n \n\n# THIS IS THE ONLY CODE IN PYTHON\n"", ""skipped"": false}, ""1"": {""name"": ""is_multiply_prime"", ""time_in_task"": 773.993, ""completed"": false, ""code"": ""def is_multiply_prime(a):\n prime = []\n for i in range (2,100):\n if a % i == 0:\n prime.append(i)\n if len(prime) == 3:\n return True\n return False\n "", ""skipped"": true}, ""2"": {""name"": ""table_transform_unnamed1"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n \n # Calculate the sum for col1 through col4\n total = df[[\""col1\"", \""col2\"", \""col3\"", \""col4\""]].sum(axis=1)\n\n # Calculate the mean for col2 through col5\n mean = df[[\""col2\"", \""col3\"", \""col4\"", \""col5\""]].mean(axis=1)\n\n\n return df\n\nprint(transform_df(df))\n"", ""skipped"": false}}",0 to 2 years professional programming experience,Beginner – I can write a correct implementation for a simple function,Often (multiple times a week),gpt35,GPT-3.5,21 -Disagree,4,3,0 days 00:36:03,autocomplete_gpt35,autocomplete,2,5,2,"[71.077, 198.814]",134.94549999999998,2101.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n sum_numbers = sum(numbers)\n mult_numbers = 1\n\n for num in numbers:\n mult_numbers *= num\n\n return sum_numbers, mult_numbers\n\n# DO NOT REMOVE BELOW\nprint(sum_product([]))\nprint(sum_product([1]))\nprint(sum_product([2]))\nprint(sum_product([3, 5]))\n"",""2"":""def sum_product(numbers):\n "",""3"":""def sum_product(numbers):\n \n\t#Your Code Here\n\tsum = 0\n\tproduct = 1\n\tfor val in numbers:\t\t\n\t\tsum += val\n\t\tproduct *= val\n\n\treturn (sum , product)\n"",""4"":""def even_odd_count(num):"",""5"":""def even_odd_count(num):\n even = 0\n odd = 0\n for i in num:\n if int(i) % 2 == 0:\n even += 1\n else:\n odd += 1\n return even, odd\n"",""6"":""def even_odd_count(num):\n num\n even = 0\n odd = 0\n for i in num:\n if int(i) % 2 == 0:\n even += 1\n else:\n odd += 1\n return even, odd"",""7"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n for i in test:\n if int(i) % 2 == 0:\n even += 1\n else:\n odd += 1\n \n return even, odd"",""8"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n for i in test:\n if int(i) % 2 == 0:\n even += 1\n else:\n odd += 1\n test = test \/ 10\n return\n\ndef even_odd_tuple(num):\n even_odd = even_odd_count(num)\n even = even_odd[0]\n odd = even_odd[1]\n return even, odd"",""9"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n for i in test:\n if int(i) % 2 == 0:\n even += 1\n else:\n odd += 1\n test = test \/ 10\n return (even, odd)"",""10"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n while test > 0:\n if int(i) % 2 == 0:\n even += 1\n else:\n odd += 1\n test = test \/ 10\n return (even, odd)"",""11"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n while test > 0:\n if int(test) % 2 == 0:\n even += 1\n else:\n odd += 1\n test = test \/ 10\n return (even, odd)"",""12"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n while test > 0:\n if test % 2 == 0:\n even += 1\n else:\n odd += 1\n test = test \/ 10\n return (even, odd)"",""13"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n while test > 0:\n if test % 2 == 0:\n even += 1\n else:\n odd += 1\n test = test \/ 10\n return (even, odd)\n \nprint(even_odd_count(7))\nprint(even_odd_count(112233))\n"",""14"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n while test > 0:\n if test % 2 == 0:\n even += 1\n else:\n odd += 1\n test = inttest \/ 10\n print(test)\n return (even, odd)\n \nprint(even_odd_count(7))\n"",""15"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n if num == 0\n return (\n while test > 0:\n if test % 2 == 0:\n even += 1\n else:\n odd += 1\n test = int(test \/ 10)\n print(test)\n return (even, odd)\n \nprint(even_odd_count(7))\n"",""16"":""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n if num == 0:\n return (1, 0)\n while test > 0:\n if test % 2 == 0:\n even += 1\n else:\n odd += 1\n test = int(test \/ 10)\n print(test)\n return (even, odd)\n \nprint(even_odd_count(7))\n"",""17"":""def is_multiply_prime(a):\n pass"",""18"":""def is_multiply_prime(a):"",""19"":""def is_multiply_prime(a\n "",""20"":""def is_multiply_prime(a, b, c):\n if a * b * c == 0:\n raise ValueError(\""Provide non-zero number\"")\n if a < 2 or b < 2 or c < 2:\n raise ValueError(\""Provide positive number\"")\n "",""21"":""def is_multiply_prime(a, b, c):\n for i in [1,\n "",""22"":""def is_multiply_prime(a, b, c):\n for i in [2,3,5,7,11,13,17,19,23,29,31,37,43,\n "",""23"":""def is_multiply_prime(a, b, c):\n for i in [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,\n "",""24"":""def is_multiply_prime(a, b, c):\n for i in [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]:\n \n if a % i == 0 and b % i == 0 and c % i == 0:\n return False \n return True \n \n\n \n "",""25"":""def is_multiply_prime(a, b, c):\n for i in [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]:\n if a % i == 0 and b % i == 0 and c % i == 0:\n return False \n return True \n \n\n \n "",""26"":""def is_multiply_prime(a, b, c):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n if a % i == 0 and b % i == 0 and c % i == 0:\n return False \n return True \n \n\n \n "",""27"":""def is_multiply_prime(a, b, c):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and b % i == 0 and c % i == 0:\n return True \n return False \n \n\n \n "",""28"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and a % j == 0 and c % i == 0:\n return True \n return False \n \n\n \n "",""29"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return\n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False \n \n\n \n "",""30"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return True \n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False \n \n\n \n "",""31"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return True\n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False \n \nprint(is_multiply_prim\n \n\n \n "",""32"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return True\n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False \n \nprint(is_multiply_prime(5))\n \n\n \n "",""33"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return True\n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False \n\n\n \n "",""34"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return True\n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""35"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return False\n for i in primes:\n for j in primes:\n for k in primes:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""36"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n for k in primes:\n if a != b \n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""37"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n for k in primes:\n if a != b and a!= c and b != c:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""38"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n for k in primes:\n if i != j and i != k and != c:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""39"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n for k in primes:\n if i != j and i != k and j != k:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""40"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n temp = a \/2\n i\n for i in primes:\n for j in primes:\n for k in primes:\n if i != j and i != k and j != k:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""41"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n temp = a \/2\n if a % 2 == 0:\n return False\n for i in primes:\n for j in primes:\n for k in primes:\n if i != j and i != k and j != k:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""42"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n temp = a \/ 2\n if temp % 2 == 0:\n return False\n for i in primes:\n for j in primes:\n for k in primes:\n if i != j and i != k and j != k:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""43"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n \n for i in primes:\n for j in primes:\n for k in primes:\n if i != j and i != k and j != k:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""44"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n for k in primes:\n if i != j and i != k and j != k and i * j * k != a:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""45"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n for i in primes:\n for j in primes:\n for k in primes:\n if i != j and i != k and j != k or i * j * k != a:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""46"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if \n for i in primes:\n for j in primes:\n for k in primes:\n if (i != j and i != k and j != k) or i * j * k != a:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""47"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return False #problem would be i * j * k, then assignment is set to True\n for i in primes:\n for j in primes:\n for k in primes:\n if (i != j and i != k and j != k) or i * j * k != a:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""48"":""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return False\n for i in primes:\n for j in primes:\n for k in primes:\n if (i != j and i != k and j != k) or i * j * k != a:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "",""49"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n\n# Uncomment this code (but do not change any code above)\n# df.to_csv('result.csv', index=False)\n"",""50"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n\nprint(transform_df(df))\n"",""51"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n # Delete all columns except 'col2' and 'col5'\n df = df.drop(df.columns[~df.columns.isin(['col2', 'col5'])], axis=1)\n \n # Rename columns 'column2' to 'newcolumn2\n\nprint(transform_df(df))\n"",""52"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n"",""53"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n\n# function calls\nsample1=[1,2,3,4,5]\nsample2=[5,6,7,8,9]\nprint(simplified_t_test(sample1, sample2))"",""54"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n return t_test\n"",""55"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n return t_test\n"",""56"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n \n array1 = numpy.sum((sample1 - mean1) * (sample2 - mean2))\n array2 = numpy.sum((sample1 - mean1)**2)\n array3 = numpy.sum((sample2 - mean2)**2)\n\n\n return t_test\n"",""57"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n \n array1 = numpy.sum((sample1 - mean1) * (sample2 - mean2))\n array2 = numpy.sum((sample1 - mean1)**2)\n array3 = numpy.sum((sample2 - mean2)**2)\n\n sp = numpy.sqrt((array2+array3)\/(n1+n2-2))\n\n t_test = (mean1-mean2)\/(sp*numpy.sqrt(1\/n1+1\/n2))\n \n return t_test\n"",""58"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n \n array1 = numpy.sum((sample1 - mean1) * (sample2 - mean2))\n array2 = numpy.sum((sample1 - mean1)**2)\n array3 = numpy.sum((sample2 - mean2)**2)\n\n sp = numpy.sqrt((array2+array3)\/(n1+n2-2))\n\n t_test = (mean1-mean2)\/(sp*numpy.sqrt(1\/n1+1\/n2))\n\n return t_test\n"",""59"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n \n array1 = numpy.sum((sample1 - mean1))\/n1\n array2 = numpy.sum((sample1 - mean1)**2)\n array3 = numpy.sum((sample2 - mean2)**2)\n\n sp = numpy.sqrt((array2+array3)\/(n1+n2-2))\n\n t_test = (mean1-mean2)\/(sp*numpy.sqrt(1\/n1+1\/n2))\n\n return t_test\n"",""60"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n \n array2 = numpy.sum((sample1 - mean1)**2)\/n1\n array3 = numpy.sum((sample2 - mean2)**2)\/n2\n\n sp = numpy.sqrt((array2+array3)\/(n1+n2-2))\n\n t_test = (mean1-mean2)\/(sp*numpy.sqrt(1\/n1+1\/n2))\n\n return t_test\n"",""61"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n \n t_test = abs((mean1-mean2)\/(sp*numpy.sqrt(1\/n1+1\/n2)))\n \n\n return t_test\n"",""62"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n\n array2 = numpy.sum((sample1 - mean1)**2)\/n1\n array3 = numpy.sum((sample2 - mean2)**2)\/n2\n\n sp = numpy.sqrt((array2+array3)\/(n1+n2-2))\n\n t_test = (mean1-mean2)\/(sp*numpy.sqrt(1\/n1+1\/n2))\n\n return t_test\n"",""63"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n\n array2 = numpy.sum((sample1 - mean1)**2)\/n1\n array3 = numpy.sum((sample2 - mean2)**2)\/n2\n\n t_test = (mean1-mean2)\/(sp*numpy.sqrt(1\/n1+1\/n2))\n\n return t_test\n"",""64"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n\n array2 = numpy.sum((sample1 - mean1)**2)\/n1\n array3 = numpy.sum((sample2 - mean2)**2)\/n2\n\n t_test = abs((mean1-mean2)\/(numpy.sqrt(1\/n1+1\/n2)))\n\n return t_test\n"",""65"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n\n array2 = numpy.sum((sample1 - mean1)**2)\/n1\n array3 = numpy.sum((sample2 - mean2)**2)\/n2\n\n t_test = abs((mean1-mean2)\/(numpy.sqrt(var1\/n1 + var2\/n2))\n\n return t_test\n"",""66"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n\n array2 = numpy.sum((sample1 - mean1)**2)\/n1\n array3 = numpy.sum((sample2 - mean2)**2)\/n2\n\n t_test = abs((mean1-mean2)\/(numpy.sqrt(var1\/n1 + var2\/n2)))\n\n return t_test\n"",""67"":""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n\n array2 = numpy.sum((sample1 - mean1)**2)\/n1\n array3 = numpy.sum((sample2 - mean2)**2)\/n2\n\n t_test = abs((mean1-mean2)\/(numpy.sqrt(var1\/n1 + var2\/n2)))\n\n return t_test\n""},""times"":{""0"":0.0,""1"":15.001,""2"":30.0,""3"":45.001,""4"":60.0,""5"":75.001,""6"":89.999,""7"":105.001,""8"":120.001,""9"":135.0,""10"":150.0,""11"":165.0,""12"":195.286,""13"":210.0,""14"":224.999,""15"":239.999,""16"":254.998,""17"":269.999,""18"":285.0,""19"":329.999,""20"":345.067,""21"":359.998,""22"":374.997,""23"":389.998,""24"":405.628,""25"":434.998,""26"":449.999,""27"":464.998,""28"":479.997,""29"":494.998,""30"":510.627,""31"":569.997,""32"":584.997,""33"":629.997,""34"":644.996,""35"":659.997,""36"":674.997,""37"":690.626,""38"":704.996,""39"":719.997,""40"":734.997,""41"":752.82,""42"":768.685,""43"":779.996,""44"":798.374,""45"":824.996,""46"":839.996,""47"":854.996,""48"":869.996,""49"":914.996,""50"":929.995,""51"":946.33,""52"":1770.009,""53"":1785.01,""54"":1800.01,""55"":1845.01,""56"":1860.009,""57"":1875.009,""58"":1920.01,""59"":1935.01,""60"":1950.009,""61"":1965.01,""62"":1980.009,""63"":1995.009,""64"":2010.012,""65"":2025.008,""66"":2055.639,""67"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""even_odd_count"",""5"":""even_odd_count"",""6"":""even_odd_count"",""7"":""even_odd_count"",""8"":""even_odd_count"",""9"":""even_odd_count"",""10"":""even_odd_count"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""is_multiply_prime"",""18"":""is_multiply_prime"",""19"":""is_multiply_prime"",""20"":""is_multiply_prime"",""21"":""is_multiply_prime"",""22"":""is_multiply_prime"",""23"":""is_multiply_prime"",""24"":""is_multiply_prime"",""25"":""is_multiply_prime"",""26"":""is_multiply_prime"",""27"":""is_multiply_prime"",""28"":""is_multiply_prime"",""29"":""is_multiply_prime"",""30"":""is_multiply_prime"",""31"":""is_multiply_prime"",""32"":""is_multiply_prime"",""33"":""is_multiply_prime"",""34"":""is_multiply_prime"",""35"":""is_multiply_prime"",""36"":""is_multiply_prime"",""37"":""is_multiply_prime"",""38"":""is_multiply_prime"",""39"":""is_multiply_prime"",""40"":""is_multiply_prime"",""41"":""is_multiply_prime"",""42"":""is_multiply_prime"",""43"":""is_multiply_prime"",""44"":""is_multiply_prime"",""45"":""is_multiply_prime"",""46"":""is_multiply_prime"",""47"":""is_multiply_prime"",""48"":""is_multiply_prime"",""49"":""table_transform_unnamed1"",""50"":""table_transform_unnamed1"",""51"":""table_transform_unnamed1"",""52"":""t_test"",""53"":""t_test"",""54"":""t_test"",""55"":""t_test"",""56"":""t_test"",""57"":""t_test"",""58"":""t_test"",""59"":""t_test"",""60"":""t_test"",""61"":""t_test"",""62"":""t_test"",""63"":""t_test"",""64"":""t_test"",""65"":""t_test"",""66"":""t_test"",""67"":""t_test""},""time_gaps"":{""0"":0.0,""1"":15.001,""2"":14.999,""3"":15.001,""4"":14.999,""5"":15.001,""6"":14.998,""7"":15.002,""8"":15.0,""9"":14.999,""10"":15.0,""11"":15.0,""12"":30.286,""13"":14.714,""14"":14.999,""15"":15.0,""16"":14.999,""17"":15.001,""18"":15.001,""19"":44.999,""20"":15.068,""21"":14.931,""22"":14.999,""23"":15.001,""24"":15.63,""25"":29.37,""26"":15.001,""27"":14.999,""28"":14.999,""29"":15.001,""30"":15.629,""31"":59.37,""32"":15.0,""33"":45.0,""34"":14.999,""35"":15.001,""36"":15.0,""37"":15.629,""38"":14.37,""39"":15.001,""40"":15.0,""41"":17.823,""42"":15.865,""43"":11.311,""44"":18.378,""45"":26.622,""46"":15.0,""47"":15.0,""48"":15.0,""49"":45.0,""50"":14.999,""51"":16.335,""52"":823.679,""53"":15.001,""54"":15.0,""55"":45.0,""56"":14.999,""57"":15.0,""58"":45.001,""59"":15.0,""60"":14.999,""61"":15.001,""62"":14.999,""63"":15.0,""64"":15.003,""65"":14.996,""66"":30.631,""67"":44.361}}",14,3,16,2,12,15,310,9,53,0.16981132075471697,"{1: 2.369, 2: 1.666, 3: 0.605, 5: 3.45, 7: 1.232, 8: 22.422, 9: 2.38, 10: 6.043, 11: 3.634, 12: 2.507, 13: 0.227, 14: 1.085, 15: 10.037, 17: 0.824, 18: 9.134, 19: 0.563, 20: 0.491, 21: 0.545, 22: 0.748, 23: 17.853, 24: 1.155, 25: 0.724, 26: 7.294, 27: 0.117, 28: 18.918, 29: 0.065, 30: 1.273, 31: 3.736, 32: 62.306, 33: 0.004, 34: 11.749, 35: 0.39, 36: 1.564, 37: 1.379, 38: 1.297, 39: 1.41, 40: 0.43, 41: 1.95, 42: 2.801, 43: 5.072, 44: 8.729, 45: 2.152, 46: 3.039, 47: 17.259, 48: 1.419, 50: 6.21, 51: 7.851, 52: 2.777, 53: 4.214, 54: 0.866, 55: 1.944, 56: 11.367, 57: 5.071, 58: 1.927, 59: 3.169, 60: 1.357, 61: 1.612, 62: 1.344, 63: 0.758, 64: 5.504, 65: 5.981, 66: 3.645, 67: 43.805, 69: 2.104, 71: 7.552, 72: 1.339, 73: 1.342, 74: 1.441, 75: 0.242, 76: 0.306, 77: 0.571}",9,0,0.0,0.20454545454545456,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 71.078, ""completed"": true, ""code"": ""def sum_product(numbers):\n \n\t#Your Code Here\n\tsum = 0\n\tproduct = 1\n\tfor val in numbers:\t\t\n\t\tsum += val\n\t\tproduct *= val\n\n\treturn (sum , product)\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 198.815, ""completed"": true, ""code"": ""def even_odd_count(num):\n test = abs(num)\n even = 0\n odd = 0\n if num == 0:\n return (1, 0)\n while test > 0:\n if test % 2 == 0:\n even += 1\n else:\n odd += 1\n test = int(test / 10)\n print(test)\n return (even, odd)\n \nprint(even_odd_count(7))\n"", ""skipped"": false}, ""1"": {""name"": ""is_multiply_prime"", ""time_in_task"": 654.005, ""completed"": false, ""code"": ""def is_multiply_prime(a):\n primes = [2,3,5,7,11,13,17,19,23,29,31,37,43,47,53,59,61,67,71,73,79,83,89,97]\n if a in primes:\n return False\n for i in primes:\n for j in primes:\n for k in primes:\n if (i != j and i != k and j != k) or i * j * k != a:\n if a % i == 0 and a % j == 0 and a % k == 0:\n return True \n return False "", ""skipped"": true}, ""2"": {""name"": ""table_transform_unnamed1"", ""time_in_task"": 849.493, ""completed"": false, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\ncol1,col2,col3,col4,col5\n6,4,0.5671297731744318,10,4\n1,6,2.726562945801132,9,6\n4,3,4.776651173213499,10,1\n4,5,8.121687287754932,5,3\n8,8,4.799771723750573,4,4\n10,7,3.9278479610082973,1,9\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n # Your code here\n \n # Delete all columns except 'col2' and 'col5'\n df = df.drop(df.columns[~df.columns.isin(['col2', 'col5'])], axis=1)\n \n # Rename columns 'column2' to 'newcolumn2\n\nprint(transform_df(df))\n"", ""skipped"": true}, ""3"": {""name"": ""t_test"", ""time_in_task"": 0, ""completed"": false, ""code"": ""\n\n# function signature\ndef simplified_t_test(sample1, sample2):\n '''\n :param sample1: List or array of sample data (sample 1)\n :param sample2: List or array of sample data (sample 2)\n :return: simplified t-test statistic\n '''\n t_test = 0\n # write your code here\n import numpy\n \n sample1 = numpy.array(sample1)\n sample2 = numpy.array(sample2)\n \n mean1 = numpy.mean(sample1)\n mean2 = numpy.mean(sample2)\n \n var1 = numpy.var(sample1, ddof=1)\n var2 = numpy.var(sample2, ddof=1)\n \n n1 = len(sample1) \n n2 = len(sample2)\n\n array2 = numpy.sum((sample1 - mean1)**2)/n1\n array3 = numpy.sum((sample2 - mean2)**2)/n2\n\n t_test = abs((mean1-mean2)/(numpy.sqrt(var1/n1 + var2/n2)))\n\n return t_test\n"", ""skipped"": false}}",3 to 5 years professional programming experience,Intermediate – I can design and implement whole programs,Sometimes (once a week),gpt35,GPT-3.5,22 -Disagree,0,2,0 days 00:42:09,autocomplete_llama34,autocomplete,5,6,0,"[193.876, 186.649, 218.336, 599.868, 570.053]",353.75640000000004,2107.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n product = numbers[0]\n for numberin numbers:\n product = product * number\n return product\n\n\nif __name__ == \""__main__\"": # run only if the main.py has executed\n # Only print results when Running this file, not when being imported as a module\n print(sum_product"",""2"":""def sum_product(numbers):\n product = numbers[0]\n for numberin numbers:\n product = product * number\n \n return product\n\n\nif __name__ == \""__main__\"": # run only if the main.py has executed\n # Only print results when Running this file, not when being imported as a module\n print(sum_product"",""3"":""def sum_product(numbers):\n product = numbers[0]\n summ = numbers\n for numberin numbers:\n product = product * number\n return product\n\n\nif __name__ == \""__main__\"": # run only if the main.py has executed\n # Only print results when Running this file, not when being imported as a module\n print(sum_product"",""4"":""def sum_product(numbers):\n product = numbers[0]\n summ = numbers[0]\n for number in (list(map (int 2 , numbers)) < MID>))<\\> \\isu\n 0 0 7 0<\\> \\isa\n print(sum_product(list(map(int , numbersnumbers:\n product = product * number\n \n return product\n\n\nif __name__ == \""__main__\"": # run only if the main.py has executed\n # Only print results when Running this file, not when being imported as a module\n print(sum_product"",""5"":""def sum_product(numbers):\n product = numbers[0]\n summ = numbers[0]\n for number in numbers[1:]:\n product = product * number\n summ += numbers]\n return product\n\n\nif __name__ == \""__main__\"": # run only if the main.py has executed\n # Only print results when Running this file, not when being imported as a module\n print(sum_product"",""6"":""def sum_product(numbers):\n product = numbers[0]\n summ = numbers[0]\n for number in numbers[1:]:\n product = product * number\n summ += number\n return (summ,product)\n\n\nif __name__ == \""__main__\"": # run only if the main.py has executed\n # Only print results when Running this file, not when being imported as a module\n print(sum_product"",""7"":""def sum_product(numbers):\n product = numbers[0]\n summ = numbers[0]\n for number in numbers[1:]:\n product = product * number\n summ += number\n return (summ,product)\n\n\nif __name__ == \""__main__\"": # run only if the main.py has executed\n # Only print results when Running this file, not when being imported as a module\n print(sum_product([1, 4, 5, 8, 9]))\n print(sum_product([5, 10, 15]))\n print(sum_product([1, 1, 1, 1, 1]))\n\n\n"",""8"":""def sum_product(numbers):\n product = numbers[0]\n summ = numbers[0]\n for number in numbers[1:]:\n product = product * number\n summ += number\n class BitField:\n def __init__(self, length, default = 0, offset = 0):\n 
  # if arguments are given, put them into local attributes.\n                    # self says \""It's an attribute in this file, not areturn (summ,product)\n\n\nif __name__ == \""__main__\"":  # run only if the main.py has executed\n    # Only print results when Running this file, not when being imported as a module\n    print(sum_product([1, 4, 5, 8, 9]))\n    print(sum_product([5, 10, 15]))\n    print(sum_product([1, 1, 1, 1, 1]))\n\n\n"",""9"":""def sum_product(numbers):\n    product = numbers[0]\n    summ = numbers[0]\n    for number in numbers[1:]:\n        product = product * number\n        summ += number\n    return (summ,product)\n\n\nif __name__ == \""__main__\"":  # run only if the main.py has executed\n    # Only print results when Running this file, not when being imported as a module\n    print(sum_product([1, 4, 5, 8, 9]))\n    print(sum_product([5, 10, 15]))\n    print(sum_product([1, 1, 1, 1, 1]))\n\n\n"",""10"":""def sum_product(numbers):\n    product = 1\n    summ = numbers[0]\n    for number in numbers[1:]:\n        product = product * number\n        summ += number\n    return (summ,product)\n\n\nif __name__ == \""__main__\"":  # run only if the main.py has executed\n    # Only print results when Running this file, not when being imported as a module\n    print(sum_product([1, 4, 5, 8, 9]))\n    print(sum_product([5, 10, 15]))\n    print(sum_product([1, 1, 1, 1, 1]))\n\n\n"",""11"":""def even_odd_count(num):"",""12"":""def even_odd_count(num):\n    in"",""13"":""def even_odd_count(num):\n    curr = num\n    odd = 0\n    even = 0\n    while("",""14"":""def even_odd_count(num):\n    curr = num\n    odd = 0\n    even = 0\n    while(curr != 0):\n        curr\/1"",""15"":""def even_odd_count(num):\n    curr = num\n    odd = 0\n    even = 0\n    while(curr != 0):\n        d = abs(curr%10\n        "",""16"":""def even_odd_count(num):\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr != 0):\n        d = curr%10\n        if(d %2 == \n        "",""17"":""def even_odd_count(num):\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr != 0):\n        d = curr%10\n        if(d %2 == 0):\n            even += 1\n        else:\n            odd += 1\n        curr = curr\/10\n        "",""18"":""def even_odd_count(num):\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr > 0):\n        d = curr%10\n        if(d %2 == 0):\n            even += 1\n        else:\n            odd += 1\n        curr = curr\/\/10\n    return (od\n        "",""19"":""def even_odd_count(num):\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr > 0):\n        d = curr%10\n        if(d %2 == 0):\n            even += 1\n        else:\n            odd += 1\n        curr = curr\/\/10\n    return (even, odd)o\n\n        "",""20"":""def even_odd_count(num):\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr > 0):\n        d = curr%10\n        if(d %2 == 0):\n            even += 1\n        else:\n            odd += 1\n        curr = curr\/\/10\n    return (even, odd)\n    \neven_odd_count(-12)\neven_odd_count(123)\n        "",""21"":""def even_odd_count(num):\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr > 0):\n        d = curr%10\n        if(d %2 == 0):\n            even += 1\n        else:\n            odd += 1\n        curr = curr\/\/10\n    return (even, odd)\n    \nprint(ven_odd_count(-12))\nprint(even_odd_count(123))\n        "",""22"":""def even_odd_count(num):\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr > 0):\n        d = curr%10\n        if(d %2 == 0):\n            even += 1\n        else:\n            odd += 1\n        curr = curr\/\/10\n    return (even, odd)\n    \nprint(even_odd_count(-12))\nprint(even_odd_count(123))\n        "",""23"":""def even_odd_count(num):\n    if(num == 0):\n        return (0,1)\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr > 0):\n        d = curr%10\n        if(d %2 == 0):\n            even += 1\n        else:\n            odd += 1\n        curr = curr\/\/10\n    return (even, odd)\n    \nprint(even_odd_count(-12))\nprint(even_odd_count(123))\n        "",""24"":""def triples_sum_to_zero(l):\n    x = set()\n    for i in l:\n        j = l[-i:]\n        for k in j :\n            x.add(frozenset([i,-i,-k]))\n    lst = []\n    for i in x:\n        if is_valid_triple("",""25"":""def triples_sum_to_zero(l):\n    x = set()\n    for i in l:\n        j = l[-i:]\n        for k in j :\n            x.add(frozenset([i,-i,-k]))\n    lst = []):\n            lst.append(i)\n            \n# 
 - code before box MID\n#  - code inside of box MID\n#  - code after box MID<\/SUF> <\/PRE>\ndef is_valid_triple( i j k \n    for i in x:\n        if is_valid_triple("",""26"":""def triples_sum_to_zero(l):\n    for i in range(len(l)):\n        for j i"",""27"":""def triples_sum_to_zero(l):\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1."",""28"":""def triples_sum_to_zero(l):\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(i+j+k == 0):"",""29"":""def triples_sum_to_zero(l):\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(i+j+k == 0):\n                    return True\n                 \n    return False\nprint(\n    "",""30"":""def triples_sum_to_zero(l):\n    if(len(l)<3):\n        return False\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(i+j+k == 0):\n                    return True \n    return False\nprint(\n    "",""31"":""def triples_sum_to_zero(l):\n    if(len(l)<3):\n        return False\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(i+j+k == 0):\n                    return True \n    return False\nprint(triples_sum_to_zero([1,3\n    "",""32"":""def triples_sum_to_zero(l):\n    if(len(l)<3):\n        return False\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(i+j+k == 0):\n                    return True \n    return False\nprint(triples_sum_to_zero([1,3,-2,1])\nprint(triples_sum_to_zero([1,2,3,7]))\n    "",""33"":""def triples_sum_to_zero(l):\n    if(len(l)<3):\n        return False\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(i+j+k == 0):\n                    return True \n    return False\nprint(triples_sum_to_zero([1,3,-2,1]))\nprint(triples_sum_to_zero([1,2,3,7]))\nprint(triples_sum_to_zero([1]))\n\n    "",""34"":""def triples_sum_to_zero(l):\n    if(len(l)<3):\n        return False\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(i+j+k == 0):\n                    return True \n    return False\nprint(triples_sum_to_zero([1,3,-2,1]))\nprint(triples_sum_to_zero([1,2,3,7]))\nprint(triples_sum_to_zero([1]))\nprint(triples_sum_to_zero([0]))\nprint(triples_sum_to_zero([])   ) \n ****************************************************************\n\n ****************************************************************\n ****************************************************************\n * BEGIN EXPLAINATION *******************************************\n uglysoup('<p>&amp;&amp;<\/p)"",""35"":""def triples_sum_to_zero(l):\n    if(len(l) < 3):\n        return False\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(l[i]+j+k == 0):\n                    return True \n    return False\nprint(triples_sum_to_zero([1,3,-2,1]))\nprint(triples_sum_to_zero([1,2,3,7]))\nprint(triples_sum_to_zero([1]))\nprint(triples_sum_to_zero([0]))\nprint(triples_sum_to_zero([])"",""36"":""def triples_sum_to_zero(l):\n    if(len(l) < 3):\n        return False\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(l[i]+l[j]+l[k] == 0):\n                    return True \n    return False\nprint(triples_sum_to_zero([1,3,-2,1]))\nprint(triples_sum_to_zero([1,2,3,7]))\nprint(triples_sum_to_zero([1]))\nprint(triples_sum_to_zero([0]))\nprint(triples_sum_to_zero([])"",""37"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n\nprint(transform_df(df))\n"",""38"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n\nprint(transform_df(df))\n\n# %%abcd\n\n# %% change alpha tag here\n\n"",""39"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    if(\nprint(transform_df(df))\n"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    \nimport pandas as pd\nimport random\nfrom\nprint(transform_df(df))\n"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    \n\n\nimport pandas as pd\nimport random\nfrom\nprint(transform_df(df))\n"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    d = pd.\nimport pandas as pd\nimport random\nfrom\nprint(transform_df(df))\n"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    df = pd.Data\nimport pandas as pd\nimport random\nfrom\nprint(transform_df(df))\n"",""44"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    df = pd.DataFrame(data)\n    print(df)# file is submission.py, DON'T ADD EXTRA CODE TO THIS FILE, ONLY THE NAME OF THE FUNCTION\n\n# Please use this as the name of your submission, along with your group name\n# This will be used to collect your codes\n# You can only change\nprint(transform_df(df))\n"",""45"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    df = pd.DataFrame(data)\n    print(df)\nprint(transform_df(df))\n"",""46"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    df[\""\nprint(transform_df(df))\n"",""47"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    df[\""age\""] = \nprint(transform_df(df))\n"",""48"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    \n\n# Should output something like this\n   age  color       dates  height\n0    1   blue  2019-03-06 00:00  2.72656\n1    3   blue\nprint(transform_df(df))\n"",""49"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    print(df[\nprint(transform_df(df))\n"",""50"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    print(df[\""height\""].astype(int8))\nprint(transform_df(df))\n"",""51"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    print(df[\""height\""].astype(\""int\""))\nprint(transform_df(df))\n"",""52"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    print(df[\""height\""].apply()\nprint(transform_df(df))\n"",""53"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    print(df[\""height\""].apply(lamba)\nprint(transform_df(df))\n"",""54"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    print(df[\""height\""].apply(lambda x: round(x)))\nprint(transform_df(df))\n"",""55"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""\nprint(transform_df(df))\n"",""56"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: if x< \nprint(transform_df(df))\n"",""57"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: \nprint(transform_df(df))\n"",""58"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: \nprint(transform_df(df))\n"",""59"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return 18\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: \nprint(transform_df(df))\n"",""60"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    \nprint(transform_df(df))\n"",""61"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].ap\nprint(transform_df(df))\n"",""62"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""b\nprint(transform_df(df))\n"",""63"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\nprint(transform_df(df))\n\n"",""64"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\nprint(transform_df(df))\n\n"",""65"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    print(df)\nprint(transform_df(df))\n\n"",""66"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x)\nimport argparse\nimport sys\nimport ds_test as ts\n\nmy_parser = argparse.ArgumentParser(description='ds_arg.py a file')\nmy_parser.add_argument('--in_file',\n    help='input file')\nmy_parser.add_argument('--out_file',\n    help='output file')\n\n)\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    print(df)\nprint(transform_df(df))\n\n"",""67"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    print(df)\nprint(transform_df(df))\n\n"",""68"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\""month\""] = df[\""dates\""]\n    print(df)\nprint(transform_df(df))\n\n"",""69"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\""month\""] = df[\""dates\""].apply(lambda x: x[\n    print(df)\nprint(transform_df(df))\n\n"",""70"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\""month\""] = df[\""dates\""].apply(lambda x: int(x[5:7]))\n    print(df)\nprint(transform_df(df))\n\n"",""71"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\""month\""] = df[\""dates\""].apply(lambda x: int(x[5:7]))\n    df[\""day\""] = df[\""dates\""].apply(lambda x: int(x[8:7]))\n    print(df)\nprint(transform_df(df))\n\n"",""72"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\""month\""] = df[\""dates\""].apply(lambda x: int(x[5:7]))\n    df[\""day\""] = df[\""dates\""].apply(lambda x: int(x[8:10]))\n    print(df)\nprint(transform_df(df))\n\n"",""73"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\""month\""] = df[\""dates\""].apply(lambda x: int(x[5:7]))\n    df[\""day\""] = df[\""dates\""].apply(lambda x: int(x[8:10]))\n    df.drop([\""color\"",\""dates\""])\n    print(df)\nprint(transform_df(df))\n\n"",""74"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\""month\""] = df[\""dates\""].apply(lambda x: int(x[5:7]))\n    df[\""day\""] = df[\""dates\""].apply(lambda x: int(x[8:10]))\n    df = df.drop(columns=[\""color\"",\""dates\""])\n    print(df)\nprint(transform_df(df))\n\n"",""75"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""76"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        print(corpus)\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""77"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        curr_id = 0\n        \n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""78"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        curr_id = 0\n        for s in corpus:\n            s.spli\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""79"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        curr_id = 0\n        for s in corpus:\n            for word in s.split():\n                self.word_to_id\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""80"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        curr_id = 0\n        for s in corpus:\n            for word in s.split():\n                self.word_to_id[word] = curr_id\n                self.id_to\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""81"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        cou\n        for s in corpus:\n            for word in s.split():\n                self.word_to_id[word] = curr_id\n                self.id_to_word[word\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""82"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""83"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    co\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""84"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        for wor\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""85"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            t\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""86"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""87"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambd\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""88"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1]))\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""89"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = \n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""90"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""91"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word, in temp_l\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""92"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            se\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""93"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.curr_id[curr_id] = word\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""94"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\n"",""95"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer()\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokeni"",""96"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer()\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']"",""97"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n        print(self.word_to_id)\n        print(slf\n        return \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer()\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']"",""98"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n        print(self.word_to_id)\n        print(self.id_to_word) \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer()\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']"",""99"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 0\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n        print(self.word_to_id)\n        print(self.id_to_word) \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer()\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']]\n\n    sentences = []\n    for text in corpus:\n        sentences.append(tokenizer.tokenize(text))\n        \n    print(sentences, expected)\n    print(sentences == expected)\n\n    # get_word_id and get_word_by_id should return correct values and"",""100"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 1\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n        print(self.word_to_id)\n        print(self.id_to_word) \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer()\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']]"",""101"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 1\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        print(temp_l)\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n            curr_id += 1\n        print(self.word_to_id)\n        print(self.id_to_word) \n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer()\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']]"",""102"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 1\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n            curr_id += 1\n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer(max_vocab_size=2)\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']]"",""103"":""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 1\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n            curr_id += 1\n        print(self.word_to_id)\n        print(self.id_to\n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer(max_vocab_size=2)\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']]"",""104"":""def encode(message):"",""105"":""def encode(message):\n   \n    #ENCODE THE MESSAGE BY USING AFFINE CIPHER, FIND THE METHOD IN encoding_class.py FILE\n    # AFTER FINDING THE ENCODED MESSAGE , STORE IT IN A GLOBAL VARIABLE NAMED AS"",""106"":""def encode(message):\n    print(\""G\""-2)"",""107"":""def encode(message):\n    print(\""G\""-2)\nencode(\""\"")\n\nG = 2\nM = \""sdfbY (JJSB\""\nprint(\""a\""-2)\n\nG = "",""108"":""shift_letter_back_2 = {}\ndef encode(message):\n    \n"",""109"":""shift_letter_back_2 = {}\ndef encode(message):\n    for letter in message:\n        if(lower\n"",""110"":""shift_letter_back_2 = {}\ndef encode(message):\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u'\n"",""111"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            ans \n"",""112"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            ans += (int(letter) - 2)\n"",""113"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            \n            ans += str(int(letter) - 2) \n"",""114"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            print(str(int(letter)-2)\n            ans += str(int(letter) - 2) \n        else:\n            ans += letter"",""115"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            print(str(int(letter)-2)\n            ans += str(int(letter) - 2) \n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n                "",""116"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            print(str(int(letter)-2)\n            ans += str(int(letter) - 2) \n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""te"",""117"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            print(str(int(letter)-2)\n            ans += str(int(letter) - 2) \n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))\nprint(encode(\""This is message oml \""))\n"",""118"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            print(str(int(letter)-2))\n# Shift each letter backward by two places  \n\nclass Student:<\/pre>
 # file is student.py<\/b>\n  def __init__(self, name, birthday, school, mark):\n    self.name = name\n            ans += str(int(letter) - 2) \n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"",""119"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            print(str(int(letter)-2))\n            ans += str(int(letter) - 2) \n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"",""120"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            print(int(letter)-1)\n            ans += str(int(letter) - 2) \n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"",""121"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() in ['a','e','i','o','u']):\n            print(int(letter))\n            ans += str(int(letter) - 2) \n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"",""122"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() =):\n            \n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"",""123"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() == 'a'):\n            ans += 'y'\n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"",""124"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        if(letter.lower() == 'a'):\n            ans += 'c'\n        elif(lettel\n        else:\n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"",""125"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        new_letter = letter\n        if(letter.lower() == 'a'):\n            ans += 'c'\n        elif(letter.lower() == '\n        \n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"",""126"":""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        new_letter = letter\n        if(letter.lower() == 'a'):\n            ans += 'c'\n        elif(letter.lower() == '\n        \n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))""},""times"":{""0"":0.0,""1"":30.001,""2"":45.002,""3"":60.001,""4"":75.003,""5"":90.003,""6"":105.003,""7"":120.004,""8"":135.005,""9"":150.004,""10"":165.004,""11"":180.955,""12"":195.006,""13"":210.006,""14"":225.007,""15"":240.007,""16"":255.007,""17"":270.008,""18"":285.008,""19"":300.009,""20"":315.009,""21"":330.01,""22"":345.01,""23"":360.554,""24"":375.011,""25"":390.012,""26"":420.012,""27"":435.012,""28"":450.013,""29"":465.014,""30"":480.014,""31"":495.016,""32"":510.015,""33"":525.015,""34"":540.016,""35"":555.016,""36"":570.018,""37"":585.84,""38"":600.019,""39"":615.018,""40"":630.019,""41"":645.019,""42"":660.02,""43"":675.02,""44"":690.021,""45"":705.021,""46"":720.022,""47"":735.022,""48"":750.022,""49"":765.023,""50"":780.024,""51"":795.024,""52"":810.025,""53"":840.025,""54"":855.025,""55"":870.026,""56"":885.026,""57"":900.027,""58"":915.027,""59"":930.028,""60"":945.029,""61"":960.029,""62"":975.029,""63"":990.029,""64"":1005.03,""65"":1020.03,""66"":1035.031,""67"":1050.032,""68"":1065.032,""69"":1080.032,""70"":1095.033,""71"":1110.033,""72"":1125.034,""73"":1140.034,""74"":1155.034,""75"":1185.911,""76"":1230.037,""77"":1245.038,""78"":1260.038,""79"":1275.038,""80"":1290.039,""81"":1305.04,""82"":1320.04,""83"":1335.04,""84"":1350.041,""85"":1365.041,""86"":1380.041,""87"":1395.042,""88"":1410.042,""89"":1425.043,""90"":1440.043,""91"":1455.043,""92"":1470.044,""93"":1485.045,""94"":1500.045,""95"":1530.045,""96"":1545.046,""97"":1590.047,""98"":1605.048,""99"":1620.048,""100"":1650.049,""101"":1695.051,""102"":1710.051,""103"":1740.052,""104"":1755.93,""105"":1770.053,""106"":1800.054,""107"":1815.058,""108"":1830.055,""109"":1845.055,""110"":1860.056,""111"":1875.056,""112"":1890.056,""113"":1905.057,""114"":1920.058,""115"":1935.058,""116"":1950.06,""117"":1965.059,""118"":1980.059,""119"":1995.06,""120"":2010.06,""121"":2025.06,""122"":2040.061,""123"":2055.061,""124"":2070.062,""125"":2085.078,""126"":2100.0},""task_name"":{""0"":""sum_product"",""1"":""sum_product"",""2"":""sum_product"",""3"":""sum_product"",""4"":""sum_product"",""5"":""sum_product"",""6"":""sum_product"",""7"":""sum_product"",""8"":""sum_product"",""9"":""sum_product"",""10"":""sum_product"",""11"":""even_odd_count"",""12"":""even_odd_count"",""13"":""even_odd_count"",""14"":""even_odd_count"",""15"":""even_odd_count"",""16"":""even_odd_count"",""17"":""even_odd_count"",""18"":""even_odd_count"",""19"":""even_odd_count"",""20"":""even_odd_count"",""21"":""even_odd_count"",""22"":""even_odd_count"",""23"":""even_odd_count"",""24"":""triple_sum_to_zero"",""25"":""triple_sum_to_zero"",""26"":""triple_sum_to_zero"",""27"":""triple_sum_to_zero"",""28"":""triple_sum_to_zero"",""29"":""triple_sum_to_zero"",""30"":""triple_sum_to_zero"",""31"":""triple_sum_to_zero"",""32"":""triple_sum_to_zero"",""33"":""triple_sum_to_zero"",""34"":""triple_sum_to_zero"",""35"":""triple_sum_to_zero"",""36"":""triple_sum_to_zero"",""37"":""table_transform_named"",""38"":""table_transform_named"",""39"":""table_transform_named"",""40"":""table_transform_named"",""41"":""table_transform_named"",""42"":""table_transform_named"",""43"":""table_transform_named"",""44"":""table_transform_named"",""45"":""table_transform_named"",""46"":""table_transform_named"",""47"":""table_transform_named"",""48"":""table_transform_named"",""49"":""table_transform_named"",""50"":""table_transform_named"",""51"":""table_transform_named"",""52"":""table_transform_named"",""53"":""table_transform_named"",""54"":""table_transform_named"",""55"":""table_transform_named"",""56"":""table_transform_named"",""57"":""table_transform_named"",""58"":""table_transform_named"",""59"":""table_transform_named"",""60"":""table_transform_named"",""61"":""table_transform_named"",""62"":""table_transform_named"",""63"":""table_transform_named"",""64"":""table_transform_named"",""65"":""table_transform_named"",""66"":""table_transform_named"",""67"":""table_transform_named"",""68"":""table_transform_named"",""69"":""table_transform_named"",""70"":""table_transform_named"",""71"":""table_transform_named"",""72"":""table_transform_named"",""73"":""table_transform_named"",""74"":""table_transform_named"",""75"":""tokenizer"",""76"":""tokenizer"",""77"":""tokenizer"",""78"":""tokenizer"",""79"":""tokenizer"",""80"":""tokenizer"",""81"":""tokenizer"",""82"":""tokenizer"",""83"":""tokenizer"",""84"":""tokenizer"",""85"":""tokenizer"",""86"":""tokenizer"",""87"":""tokenizer"",""88"":""tokenizer"",""89"":""tokenizer"",""90"":""tokenizer"",""91"":""tokenizer"",""92"":""tokenizer"",""93"":""tokenizer"",""94"":""tokenizer"",""95"":""tokenizer"",""96"":""tokenizer"",""97"":""tokenizer"",""98"":""tokenizer"",""99"":""tokenizer"",""100"":""tokenizer"",""101"":""tokenizer"",""102"":""tokenizer"",""103"":""tokenizer"",""104"":""encode_message"",""105"":""encode_message"",""106"":""encode_message"",""107"":""encode_message"",""108"":""encode_message"",""109"":""encode_message"",""110"":""encode_message"",""111"":""encode_message"",""112"":""encode_message"",""113"":""encode_message"",""114"":""encode_message"",""115"":""encode_message"",""116"":""encode_message"",""117"":""encode_message"",""118"":""encode_message"",""119"":""encode_message"",""120"":""encode_message"",""121"":""encode_message"",""122"":""encode_message"",""123"":""encode_message"",""124"":""encode_message"",""125"":""encode_message"",""126"":""encode_message""},""time_gaps"":{""0"":0.0,""1"":30.001,""2"":15.001,""3"":14.999,""4"":15.002,""5"":15.0,""6"":15.0,""7"":15.001,""8"":15.001,""9"":14.999,""10"":15.0,""11"":15.951,""12"":14.051,""13"":15.0,""14"":15.001,""15"":15.0,""16"":15.0,""17"":15.001,""18"":15.0,""19"":15.001,""20"":15.0,""21"":15.001,""22"":15.0,""23"":15.544,""24"":14.457,""25"":15.001,""26"":30.0,""27"":15.0,""28"":15.001,""29"":15.001,""30"":15.0,""31"":15.002,""32"":14.999,""33"":15.0,""34"":15.001,""35"":15.0,""36"":15.002,""37"":15.822,""38"":14.179,""39"":14.999,""40"":15.001,""41"":15.0,""42"":15.001,""43"":15.0,""44"":15.001,""45"":15.0,""46"":15.001,""47"":15.0,""48"":15.0,""49"":15.001,""50"":15.001,""51"":15.0,""52"":15.001,""53"":30.0,""54"":15.0,""55"":15.001,""56"":15.0,""57"":15.001,""58"":15.0,""59"":15.001,""60"":15.001,""61"":15.0,""62"":15.0,""63"":15.0,""64"":15.001,""65"":15.0,""66"":15.001,""67"":15.001,""68"":15.0,""69"":15.0,""70"":15.001,""71"":15.0,""72"":15.001,""73"":15.0,""74"":15.0,""75"":30.877,""76"":44.126,""77"":15.001,""78"":15.0,""79"":15.0,""80"":15.001,""81"":15.001,""82"":15.0,""83"":15.0,""84"":15.001,""85"":15.0,""86"":15.0,""87"":15.001,""88"":15.0,""89"":15.001,""90"":15.0,""91"":15.0,""92"":15.001,""93"":15.001,""94"":15.0,""95"":30.0,""96"":15.001,""97"":45.001,""98"":15.001,""99"":15.0,""100"":30.001,""101"":45.002,""102"":15.0,""103"":30.001,""104"":15.878,""105"":14.123,""106"":30.001,""107"":15.004,""108"":14.997,""109"":15.0,""110"":15.001,""111"":15.0,""112"":15.0,""113"":15.001,""114"":15.001,""115"":15.0,""116"":15.002,""117"":14.999,""118"":15.0,""119"":15.001,""120"":15.0,""121"":15.0,""122"":15.001,""123"":15.0,""124"":15.001,""125"":15.016,""126"":14.922}}",10,15,6,2,7,7,235,3,56,0.05357142857142857,"{1: 12.47, 5: 2.062, 7: 2.498, 8: 0.226, 9: 4.882, 13: 6.612, 16: 0.276, 18: 2.493, 20: 0.032, 26: 0.065, 28: 7.201, 29: 4.439, 30: 8.27, 33: 1.269, 35: 2.435, 36: 3.504, 37: 4.616, 38: 21.635, 40: 4.853, 43: 0.968, 46: 0.041, 53: 9.79, 56: 2.592, 57: 11.881, 58: 2.452, 59: 5.874, 61: 3.64, 63: 2.089, 73: 0.278, 74: 4.994, 76: 4.454, 78: 4.872, 79: 1.893, 80: 2.362, 81: 29.462, 82: 1.673, 84: 5.052, 85: 0.108, 89: 3.997, 93: 2.348, 94: 1.101, 95: 7.571, 99: 3.726, 100: 5.483, 102: 3.824, 104: 32.82, 105: 7.375, 107: 1.854, 110: 0.203, 111: 2.113, 113: 25.756, 115: 3.719, 119: 1.338, 122: 5.607, 123: 9.27, 125: 1.096, 127: 2.905, 131: 0.145}",5,0,0.0,0.058823529411764705,0,0,0,0,,"{""-1"": {""name"": ""sum_product"", ""time_in_task"": 193.877, ""completed"": true, ""code"": ""def sum_product(numbers):\n    product = 1\n    summ = numbers[0]\n    for number in numbers[1:]:\n        product = product * number\n        summ += number\n    return (summ,product)\n\n\nif __name__ == \""__main__\"":  # run only if the main.py has executed\n    # Only print results when Running this file, not when being imported as a module\n    print(sum_product([1, 4, 5, 8, 9]))\n    print(sum_product([5, 10, 15]))\n    print(sum_product([1, 1, 1, 1, 1]))\n\n\n"", ""skipped"": false}, ""0"": {""name"": ""even_odd_count"", ""time_in_task"": 186.65, ""completed"": true, ""code"": ""def even_odd_count(num):\n    if(num == 0):\n        return (0,1)\n    curr = abs(num)\n    odd = 0\n    even = 0\n    while(curr > 0):\n        d = curr%10\n        if(d %2 == 0):\n            even += 1\n        else:\n            odd += 1\n        curr = curr//10\n    return (even, odd)\n    \nprint(even_odd_count(-12))\nprint(even_odd_count(123))\n        "", ""skipped"": false}, ""1"": {""name"": ""triple_sum_to_zero"", ""time_in_task"": 218.337, ""completed"": true, ""code"": ""def triples_sum_to_zero(l):\n    if(len(l) < 3):\n        return False\n    for i in range(len(l)):\n        for j in range(i+1,len(l)):\n            for k in range(j+1, len(l)):\n                if(l[i]+l[j]+l[k] == 0):\n                    return True \n    return False\nprint(triples_sum_to_zero([1,3,-2,1]))\nprint(triples_sum_to_zero([1,2,3,7]))\nprint(triples_sum_to_zero([1]))\nprint(triples_sum_to_zero([0]))\nprint(triples_sum_to_zero([])"", ""skipped"": false}, ""2"": {""name"": ""table_transform_named"", ""time_in_task"": 599.869, ""completed"": true, ""code"": ""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_age(age):\n    if(age < 18):\n        return \""Under 18\""\n    if(age > 18 and age < 25):\n        return \""18-25\""\n\ndef transform_df(df):\n    # Your code here\n    df[\""height\""] = df[\""height\""].apply(lambda x: round(x))\n    df[\""age\""] = df[\""age\""].apply(lambda x: transform_age(x))\n    df[\""brown\""] = df[\""color\""].apply(lambda x: 1 if x==\""brown\"" else 0)\n    df[\""blue\""] = df[\""color\""].apply(lambda x: 1 if x==\""blue\"" else 0)\n    df[\""green\""] = df[\""color\""].apply(lambda x: 1 if x==\""green\"" else 0)\n    df[\""month\""] = df[\""dates\""].apply(lambda x: int(x[5:7]))\n    df[\""day\""] = df[\""dates\""].apply(lambda x: int(x[8:10]))\n    df = df.drop(columns=[\""color\"",\""dates\""])\n    print(df)\nprint(transform_df(df))\n\n"", ""skipped"": false}, ""3"": {""name"": ""tokenizer"", ""time_in_task"": 570.054, ""completed"": true, ""code"": ""\nclass Tokenizer:\n    def __init__(self, max_vocab_size=200):\n        self.max_vocab_size = max_vocab_size\n        self.word_to_id = {}\n        self.id_to_word = {}\n\n    def tokenize(self, text):\n        # do not change\n        # Split text into words by spaces\n        return text.lower().split()\n\n    def build_vocabulary(self, corpus):\n        '''\n        corpus: a list of strings (string denotes a sentence composed of words seperated by spaces)\n        '''\n        # WRITE CODE HERE\n        counts = {}\n        for s in corpus:\n            for word in s.split():\n                if word not in counts:\n                    counts[word] = 1\n                else:\n                    counts[word] += 1\n        temp_l = []\n\n        for word in counts:\n            temp_l.append((word,counts[word]))\n        temp_l = sorted(temp_l,key=lambda x: -1*x[1])\n        temp_l = temp_l[:self.max_vocab_size]\n        curr_id = 0\n        for word,_ in temp_l:\n            self.word_to_id[word] = curr_id\n            self.id_to_word[curr_id] = word\n            curr_id += 1\n        print(self.word_to_id)\n        print(self.id_to\n    \n    def get_word_id(self, word):\n        # do not change\n        # Retrieve the ID of a word, return None if the word is not in the vocabulary\n        return self.word_to_id.get(word)\n\n    def get_word_by_id(self, word_id):\n        # do not change\n        # Retrieve a word by its ID, return None if the ID is not in the vocabulary\n        return self.id_to_word.get(word_id)\nif __name__ == '__main__':\n    tokenizer = Tokenizer(max_vocab_size=2)\n    corpus = ['This is a sentence', 'This is a second sentence', 'Stop is a sentence', 'RP-BW 23s']\n    tokenizer.build_vocabulary(corpus)\n    # Your tokenizer should tokenize sentences and produce the following output\n    expected = [['this', 'is', 'a', 'sentence'], \n              ['this', 'is', 'a', 'second', 'sentence'],\n              ['stop','is','a','sentence'],\n              ['rp','bw','23s']]"", ""skipped"": false}, ""4"": {""name"": ""encode_message"", ""time_in_task"": 0, ""completed"": false, ""code"": ""shift_letter_back_2 = {}\ndef encode(message):\n    ans = \""\""\n    for letter in message:\n        new_letter = letter\n        if(letter.lower() == 'a'):\n            ans += 'c'\n        elif(letter.lower() == '\n        \n            if(letter.upper() == letter):\n                ans += letter.lower()\n            else:\n                ans += letter.upper()\n    return ans\nprint(encode(\""test\""))\nprint(encode(\""This is a message\""))"", ""skipped"": false}}",3 to 5 years professional programming experience,Advanced – I can design and implement a complex system architecture,Rarely (once a month),llama34,CodeLlama34b,23
-Strongly Disagree,0,2,0 days 00:40:59,autocomplete_llama34,autocomplete,3,5,1,"[184.367, 389.776, 241.324]",271.82233333333335,2114.0,"{""code"":{""0"":""def sum_product(numbers):"",""1"":""def sum_product(numbers):\n    sum = 0\n    product = 1\n    \n    for n"",""2"":""def sum_product(numbers):\n    sum = 0\n    product = 1\n    \n    for number in numbers:\n        sum = sum + number\n        product ("",""3"":""def sum_product(numbers):\n    sum = 0\n    product = 1\n    \n    for number in numbers:\n        sum += number\n        product *= number\n    \n    ret"",""4"":""def sum_product(numbers):\n    sum = 0\n    product = 1\n    \n    for number in numbers:\n        sum += number\n        product *= number\n    \n    return sum, product"",""5"":""def sum_product(numbers):\n    sum\n  tests done = (((sum < 1000) and (product < 1000) and (product < USHRT_MAX)))\n                    The program may hang on large integers. For safety, the size\n                check is taken.\n = 0\n    product = 1\n    \n    for number in numbers:\n        sum += number\n        product *= number\n    \n    return sum, product"",""6"":""def sum_product(numbers):\n    sum = 0\n    product = 1\n    \n    for number in numbers:\n        sum += number\n        product *= number\n    \n    return sum, product"",""7"":""def even_odd_count(num):\n    # since the problem requires counting just the even and odd numbers, we can simply tally them up and return the result\n    evenCount = 0\n    oddCount = 0\n    for n in range(1, num"",""8"":""def even_odd_count(num):\n    int od"",""9"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num!= 0:\n        if num % 2:\n            odd += 1\n        else:\n            even += 1\n        num \/\/"",""10"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num != 0:\n        if num % 2:\n            odd += 1\n        else:\n            even += 1\n        num \/\/"",""11"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num != 0:\n        "",""12"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num != 0:\n        x = num % 10\n        if x%2==0:\n            "",""13"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num != 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num"",""14"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num != 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = numort os\nif __name__ == '__main__':\n    fptr = open(os.environ['OUTPUT_PATH'], 'w')\n    n = int(input())\n    even_odd_count(n)\n    fptr.close()\n"",""15"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num != 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = (int)num \/ 10"",""16"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num != 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = (int)(num)\/(int)"",""17"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = (int)(num)\/(int)10\n    \n    "",""18"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = (int)(num)\/(int)10\n    \n    "",""19"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = (int)num\/10\n    \n    "",""20"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = num "",""21"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = num \/\/ 10\n    \n    return (eve)"",""22"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = num \/\/ 10\n    \n    return (even, odd)\n\n\n# python\ndef even_odd_sum(n):\n    num = abs(n)\n    ans = 0\n    while num > 0:\n        ans += (num % 10)\n        num = num \/\/ "",""23"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = num\/\/ 10\n    \n    return (even, odd)"",""24"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = num\/\/\n# <\/PRE>\n\n
\nodd = even = 0<\/SPAN>\n<\/DIV>\n\n### Intro to Statistics\n(credit:\nzlfopen<\/A>)\n\n
 #10\n    \n    return (even, odd)"",""25"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = num\/\/10\n    \n    return (even, odd)"",""26"":""def even_odd_count(num):\n    odd = 0\n    even = 0\n    \n    if num == 0:\n        return (1, 0)\n    \n    num = abs(num)\n    while num > 0:\n        x = num % 10\n        if x%2==0:\n            even += 1\n        else:\n            odd += 1\n        num = num\/\/10\n    \n    return (even, odd)"",""27"":""def triples_sum_to_zero(l):\n  \""\""\""\n    This function does this and that...\n  \""\""\""\ns = set()\nfor i in xrange(l):\n    for j in xrange(i):\n        s.add(l[i]+l[j])\n\na = [x for"",""28"":""def triples_sum_to_zero(l):\n    "",""29"":""def triples_sum_to_zero(l):\n    l = sortef"",""30"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    "",""31"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for"",""32"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for i in range(len(l))"",""33"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for i in range(len(l)):\n        for j in range(i)"",""34"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for i in range(len(l)):\n        for j in range(i+1, len(l)):\n            \n            two_sum = l[i]\n            three_sum = -l[i] - l[j]\n\n            if two_sum in m:\n                print '(' + str(m[two_sum]) + ', ' + str(l[i]) + ', ' + str(l[j]) + ')'\n            \n           "",""35"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for i in range(len(l)):\n        for j in range(i+1, len(l)):\n            for "",""36"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for i in range(len(l)):\n        for j in range(i+1, len(l)):\n            for k in range(j+1, len(l)):\n                "",""37"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for i in range(len(l)):\n        for j in range(i+1, len(l)):\n            for k in range(j+1, len(l)):\n                if l[i] + l[]"",""38"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for i in range(len(l)):\n        for j in range(i+1, len(l)):\n            for k in range(j+1, len(l)):\n                if l[i] + l[j] + l[k] == 0:\n                    return True\n    \n    return False"",""39"":""def triples_sum_to_zero(l):\n    l = sorted(l)\n    \n    m = {}\n    \n    for i in range(len(l)):\n        for j in range(i+1, len(l)):\n            for k in range(j+1, len(l)):\n                if l[i] + l[j] + l[k] == 0:\n                    return True\n    \n    return False                \n"",""40"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n\nprint(transform_df(df))\n# The preceding code is supposed to output a DataFrame. With my code it is a Series.\n\n# Desired output\n'''\ntime           age\n2019-03-01       1\n2019-03"",""41"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n\nprint(transform_df(df))\n"",""42"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\ndef transform_df(df):\n    # Your code here\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    # Drop\n\nprint(transform_df(df))\n"",""43"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    # Drop\n\nprint(transform_df(df))\n"",""44"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    # Drop\n    df.drop()\n\nprint(transform_df(df))\n"",""45"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    # Drop\n    print(df)\n\nprint(transform_df(df))\n"",""46"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    # Drop\n    print(df\n\n\n)\n\nprint(transform_df(df))\n"",""47"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df[]\n    # Drop\n    print(df)\n\nprint(transform_df(df))\n"",""48"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['height'] = \n    # Drop\n    print(df)\n\nprint(transform_df(df))\n"",""49"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['height'] = pd.round"",""50"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['height'] = pd.round(df[''])\n    # Drop\n    print(df)\n\nprint(transform_df(df))\n"",""51"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['height'] = pd.round(df['height'], 0\n<\/HTML>\n\n```\n)\n    # Drop\n    print(df)\n\nprint(transform_df(df))\n"",""52"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['height'] = pd.round(df['height'], 0)\n    # Drop\n    print(df)\n\nprint(transform_df(df))\n"",""53"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['month'] = \n    # Drop\n    print(df)\n\nprint(transform_df(df))\n"",""54"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['month'] = df['dates'].\n      \n# Mark the cell as a \n# \n\n\n\n\n#code is in R\n\n# Doing this will lead to an unexpected result\n\n2019-01-01 12:00:00 in R is Jan 1st\n\n2019-01-01 00:00'])\n    print(df)\n\nprint(transform_df(df))\n"",""66"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['month'] = df[cols].applymap(lambda s: s.month)\n    \n    df['day'] = df[cols].applymap(lambda s: s.day)\n\n    # Drop\n    df.drop(['dates| Day      Month\nage     color    height\n1       blue     2.72656 Mar   6\n4       blue     4.77665 Mar   5\n4       green    8.12169 Mar   10\n10      brown    4.7'])\n    print(df)\n\nprint(transform_df(df))\n"",""67"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['month'] = df[cols].applymap(lambda s: s.month)\n    \n    df['day'] = df[cols].applymap(lambda s: s.day)\n\n    # Drop\n    df.drop(['dates'], axis=1)\n    print(df)\n\nprint(transform_df(df))\n"",""68"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['month'] = df[cols].applymap(lambda s: s.month)\n    \n    df['day'] = df[cols].applymap(lambda s: s.day)\n\n    # Drop\n    df.drop(['dates'], axis=1)\n    print(df)\n<\/PRE>\n\n
 # this code is in Python\n\ndef remove_dates(df):\n    df.drop(['dates'], axis=1)\n\nunits = {}\nunits['remove_dates'] = remove_dates\n\nsteps = {}\nsteps['all'] = [units['remove_dates']]\nsteps['\n\nprint(transform_df(df))\n"",""69"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['month'] = df[cols].applymap(lambda s: s.month)\n    \n    df['day'] = df[cols].applymap(lambda s: s.day)\n\n    # Drop\n    df.drop(['dates'], axis=1)\n    print(df)\n\nprint(transform_df(df))\n"",""70"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['month'] = df[cols].applymap(lambda s: s.month)\n    \n    df['day'] = df[cols].applymap(lambda s: s.day)\n\n    # Drop\n    df.drop(['dates'], axis=1)"",""71"":""\nimport pandas as pd\nfrom io import StringIO\n\n# Original dataset\ndata = '''\nage,color,dates,height\n1,blue,2019-03-06,2.72656\n4,blue,2019-03-05,4.77665\n4,green,2019-03-10,8.12169\n10,brown,2019-03-07,4.79977\n20,green,2019-03-01,3.92785\n'''\n\n# Read the dataset into a DataFrame\ndf = pd.read_csv(StringIO(data))\n    \n\ndef transform_df(df):\n    # Original dataset\n    # Convert strings to datetime\n    cols = ['dates']\n    df[cols] = df[cols].applymap(lambda s: pd.to_datetime(s))\n\n    df['month'] = df[cols].applymap(lambda s: s.month)\n    \n    df['day'] = df[cols].applymap(lambda s: s.day)\n\n    # Drop\n    df.drop(['dates'], axis=1)\n    print(df)\n\n<\/CODE>\n<\/PRE>\n