Created
September 25, 2020 02:20
-
-
Save duchenpaul/ba0f43b6d846b8b274d36e3e1aa8c8fc to your computer and use it in GitHub Desktop.
Convert dataframe to fwf
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import pandas as pd | |
import pickle | |
import numpy as np | |
from tabulate import tabulate | |
left_align_gen = lambda length, value: eval(r"'{:<<<length>>}'.format('''<<value>>'''[0:<<length>>])".replace('<<length>>', str(length)).replace('<<value>>', str(value))) | |
right_align_gen = lambda length, value: eval(r"'{:><<length>>}'.format('''<<value>>'''[0:<<length>>])".replace('<<length>>', str(length)).replace('<<value>>', str(value))) | |
# df = pd.read_pickle("dummy.pkl") | |
with open("df.pkl", 'rb') as f: | |
df = pickle.load(f) | |
# field width defines here, width of each field | |
widths=(22, 255, 14, 255, 14, 255, 255, 255, 255, 255, 255, 22, 255, 22, 255, 255, 255, 22, 14, 14, 255, 255, 255, 2, ) | |
# format datetime | |
df['CREATED_DATE'] = df['CREATED_DATE'].apply(lambda x: x.to_pydatetime().strftime('%Y%m%d%H%M%S')) | |
df['LAST_MODIFIED_DATE'] = df['LAST_MODIFIED_DATE'].apply(lambda x: x.to_pydatetime().strftime('%Y%m%d%H%M%S')) | |
df['TERMS_ACCEPTED_DATE'] = df['TERMS_ACCEPTED_DATE'].apply(lambda x: x.to_pydatetime().strftime('%Y%m%d%H%M%S')) | |
df['PRIVACY_ACCEPTED_DATE'] = df['PRIVACY_ACCEPTED_DATE'].apply(lambda x: x.to_pydatetime().strftime('%Y%m%d%H%M%S')) | |
# print(type(df.iloc[0]['CREATED_DATE'])) | |
# print(df.iloc[0]) | |
record_line_list = [] | |
# for row in df.iloc[:10].itertuples(): | |
for row in [tuple(x) for x in df.to_records(index=False)]: | |
record_line_list.append("".join(left_align_gen(length, value) for length, value in zip(widths, row))) | |
with open('output.txt', 'w') as f: | |
f.write('\n'.join(record_line_list)) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment