Generate_JSON_From_TSV.py

import pandas as pd
import os
from tqdm import tqdm
import json
import shutil

directories = ['lifestyle', 'pooled', 'recreation', 'science', 'technology', 'writing'] #os.listdir()

for directory in directories:

	print("Starting " + directory)

	for file_type in ["dev", "test"]:

		for question_type in ["qas.forum.jsonl", "qas.search.jsonl"]:

			if directory != 'pooled':

				with open('data/' + directory + "/" + file_type + "/metadata.jsonl", 'r', encoding="utf-8") as json_file:
				    metadata = list(json_file)

				question_id_to_author = {}

				for json_str in metadata:
				    current_row = json.loads(json_str)
				    question_id_to_author[current_row["question_id"]] = current_row["question_author"]

			else:

				question_id_to_author = {}

			########################################################

			with open(directory + "/" + file_type + "_" + question_type, 'r', encoding="utf-8") as json_file:
			    json_list = list(json_file)

			revised_jsonl = []

			for json_str in tqdm(json_list):
			    current_row = json.loads(json_str)
			    try:
			    	current_row["question_author"] = question_id_to_author[current_row['qid']]
			    except:
			    	current_row["question_author"] = ""
			    revised_jsonl.append(current_row)

			########################################################

			if not os.path.isdir(directory):
				os.mkdir(directory)

			with open(directory + "/" + file_type + "_" + question_type, 'w', encoding="utf-8") as outfile:
			    for entry in revised_jsonl:
			        json.dump(entry, outfile)
			        outfile.write('\n')

			#with open(directory + "/" + file_type + question_type, 'w', encoding="utf-8") as fout:
			#	json.dump(data, fout)

			#shutil.move('data/' + directory + "/" + file_type + "/" + question_type, 
			#			directory + "/" + file_type + "_" + question_type)