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23 changes: 23 additions & 0 deletions Problem1_NHighestSalary.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,23 @@
import pandas as pd

#Soln1 With pandas
def nth_highest_salary(employee: pd.DataFrame, N: int) -> pd.DataFrame:
df=employee[['salary']].drop_duplicates()
if N > len(df) or N <= 0:
return pd.DataFrame({f'getNthHighestSalary({N})':[None]})

return df.sort_values('salary',ascending=False).head(N).tail(1)[['salary']].rename(columns={'salary':f'getNthHighestSalary({N})'}) # type: ignore

#soln2: Without Pandas
result_set = set()
for i in range(len(employee)):
salary = employee['salary'][i]
result_set.add(salary)

result = list(result_set)
result.sort(reverse=True)

if N > len(result) or N <= 0:
return pd.DataFrame({f'getNthHighestSalary({N})': [None]})

return pd.DataFrame({f'getNthHighestSalary({N})': [result[N - 1]]})
8 changes: 8 additions & 0 deletions Problem2_SecondHighestSalary.py
Original file line number Diff line number Diff line change
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import pandas as pd

def second_highest_salary(employee: pd.DataFrame) -> pd.DataFrame:
df=employee[['salary']].drop_duplicates()
if len(df)<2 :
return pd.DataFrame({'SecondHighestSalary':[None]})

return df.sort_values('salary',ascending=False).head(2).tail(1)[['salary']].rename(columns={'salary':'SecondHighestSalary'}) # type: ignore