Commited changes to make the code more efficient and reduce complexity. #9
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-> if dt.get(df.iloc[i]['patientunitstayid'], [0,0])[0]==0: *Updated to*- if dt.get(df.iloc[i]['patientunitstayid'])=="None": as get() will return "None" by default if key doesn't match.
-> drugs = df.iloc[i]['drugname'].split()
drugs = [drug.lower() for drug in drugs]
*Updated to*- drug = (df.iloc[i]['drugname'].split()[0]).lower() as feverDrugs[] contains only the first name of medicines. According to the original code, the post fix names of each medicine would be considered as different medicines. Example: "WARFARIN SODIUM" would be split into 2 different drugs namely "WARFARIN" and "SODIUM", which is ambiguous and is only adding extra For loops to match the first name with the drugs in feverDrugs[]
-> if sum([int(feverDrug==drug) for feverDrug in feverDrugs for drug in drugs])>0:
*Updated to*- if drug in feverDrugs: (for obvious reasons after the previous changes)
-> [1, df.iloc[i]['drugstartoffset']] *Updated To*- [df.iloc[i]['drugstartoffset']]
as 1 is no longer requried to be one of the values of the key for comparison in the IF statement
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As an enthusiastic aspirant for GSOC 2020, I would like to contribute in this project. Below are a few changes which I believe would make the code simpler and efficient. THANK YOU!!
-> if dt.get(df.iloc[i]['patientunitstayid'], [0,0])[0]==0: Updated to- if dt.get(df.iloc[i]['patientunitstayid'])=="None": as get() will return "None" by default if key doesn't match.
-> drugs = df.iloc[i]['drugname'].split()
drugs = [drug.lower() for drug in drugs]
Updated to- drug = (df.iloc[i]['drugname'].split()[0]).lower() as feverDrugs[] contains only the first name of medicines. According to the original code, the post fix names of each medicine would be considered as different medicines. Example: "WARFARIN SODIUM" would be split into 2 different drugs namely "WARFARIN" and "SODIUM", which is ambiguous and is only adding extra For loops to match the first name with the drugs in feverDrugs[]
-> if sum([int(feverDrug==drug) for feverDrug in feverDrugs for drug in drugs])>0:
Updated to- if drug in feverDrugs: (for obvious reasons after the previous changes)
-> [1, df.iloc[i]['drugstartoffset']] Updated To- [df.iloc[i]['drugstartoffset']]
as 1 is no longer requried to be one of the values of the key for comparison in the IF statement