Generate_JSON_From_Collection_TSV.py

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

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

for directory in directories:

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

		current_jsonl = []
		loaded_file = pd.read_csv('data/' + directory + "/" + file_type + "/collection.tsv", sep='\t', header=0)

		for row in tqdm(range(0, len(loaded_file))):

			current_jsonl.append({
					"doc_id": row,
					"text": loaded_file.iloc[row][1]
				})

		if not os.path.isdir(directory):

			os.mkdir(directory)

		with open(directory + "/" + file_type + "_collection.jsonl", 'w', encoding="utf-8") as fout:
			json.dump(current_jsonl, fout)