Created
August 27, 2021 16:07
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DRAFT: B2B records dump w/ survey transformation
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#!/usr/bin/env python3 | |
import json | |
import os | |
import sys | |
class UserRecord(object): | |
user_id: str | |
first_name: str | |
last_name: str | |
email: str | |
answers: dict | |
def main(): | |
question_path = sys.argv[1] | |
question_json = readLines(question_path, skip_header=False) | |
questions = json.loads(question_json) | |
questions_title_dict = { | |
e['name']: e['title'] | |
for e in questions['pages'][0]['elements'] | |
} | |
# hack for including "hasOther" comment values | |
questions_title_dict['question16-Comment'] = F"Comment: {questions_title_dict['question16']}" | |
questions_title_dict['question17-Comment'] = F"Comment: {questions_title_dict['question17']}" | |
answers_path = sys.argv[2] | |
answers_tsv = readLines(answers_path, skip_header=True) | |
answer_lines = answers_tsv.split("\n") | |
user_records: list[UserRecord] = [] | |
for line in answer_lines: | |
line = line.strip() # clean lines | |
if len(line) == 0: # ignore any empty lines | |
continue | |
columns = line.split("\t") | |
user_record = UserRecord() | |
user_record.user_id = columns[0] | |
user_record.first_name = columns[1] | |
user_record.last_name = columns[2] | |
user_record.email = columns[3] | |
user_record.answers = json.loads(columns[4]) | |
user_records.append(user_record) | |
csv_user_rows = [] | |
for user_record in user_records: | |
print(F"{user_record.user_id}\n") | |
csv_user_row = [] | |
csv_user_row.append(user_record.user_id) | |
csv_user_row.append(user_record.first_name) | |
csv_user_row.append(user_record.last_name) | |
csv_user_row.append(user_record.email) | |
for question_i in range(1, 20): | |
question_name = F"question{question_i}" | |
question_comment_name = F"{question_name}-Comment" | |
answer: str = user_record.answers.get( | |
question_comment_name) or user_record.answers.get(question_name) or '' | |
# if user_record.answers.get(question_comment_name): | |
# answer = user_record.answers.get(question_comment_name) or '' | |
# # print(question_comment_name, answer) | |
# else: | |
# answer = user_record.answers.get(question_name) or '' | |
# # print(question_name, answer) | |
csv_user_row.append(answer) | |
csv_user_rows.append(csv_user_row) | |
print(csv_user_row, "\n") | |
# found_question = list(filter( | |
# lambda q: question_name == q or F"{question_name}-Comment" == q, user_record.answers.keys() | |
# )) | |
# print(question_name, found_question) | |
# print(question_name, ques) | |
def readLines(path: str, skip_header: bool): | |
with open(path) as reader: | |
if skip_header: | |
reader.readline() | |
return "\n".join(reader.readlines()) | |
if __name__ == "__main__": | |
if len(sys.argv) != 3: | |
sys.exit( | |
F"invalid usage:\n ./{os.path.basename(__file__)} <question.json> <answers.tsv>") | |
main() |
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