'How to Vectorize python function
I have made a resume parser but to parse my resumes, I am using a for loop to run my parse function over each resume. Is there a way to vectorize this approach?
I tried to use .apply() function by putting my resumes in a Series but it doesn’t help in performance. Also, I have heard of pandas UDF for vectorization can help. Is that true? Below is my code.
start=time.time()
resume_list,resume_name=form_list()
final=[]
for resume in resume_list:
final.append(extract_everything(resume))
final_dataframe=pd.DataFrame(final,index=resume_name)
print(f"{time.time()-start} seconds")
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