process/unify_sp_symbol.py

import json
import re

from glob import glob

for i in glob("data/tweet_intimacy/*.jsonl"):
    with open(i) as f:
        data = [json.loads(j) for j in f.readlines()]
    for d in data:
        for c in ['text']:
            tmp = d[c]
            tmp = re.sub(r"\bhttp\b", "{{URL}}", tmp)
            tmp = re.sub(r"@user", "{{USERNAME}}", tmp)
            tmp = re.sub(r"(@[\S]+)", r"{\1@}", tmp)
            d[c] = tmp

    with open(i, "w") as f:
        f.write("\n".join([json.dumps(j) for j in data]))

for i in glob("data/tweet_qa/*.jsonl"):
    with open(i) as f:
        data = [json.loads(j) for j in f.readlines()]
    for d in data:
        for c in ['text', "paragraph", "question", "label_str"]:
            tmp = d[c]
            tmp = re.sub(r"(@[\S]+)", r"{\1@}", tmp)
            tmp = tmp.replace(")@}", '@})')
            d[c] = tmp

    with open(i, "w") as f:
        f.write("\n".join([json.dumps(j) for j in data]))

for i in glob("data/tweet_similarity/*.jsonl"):
    with open(i) as f:
        data = [json.loads(j) for j in f.readlines()]
    for d in data:
        for c in ['text_1', "text_2"]:
            tmp = d[c]
            # tmp = re.sub(r"(@[\S]+)\b", r"{\1@}", tmp)
            tmp = tmp.replace("{@user@}", "{{USERNAME}}")
            d[c] = tmp

    with open(i, "w") as f:
        f.write("\n".join([json.dumps(j) for j in data]))


for i in glob("data/tweet_intimacy/*.jsonl"):
    with open(i) as f:
        data = [json.loads(j) for j in f.readlines()]
    for d in data:
        for c in ['text']:
            tmp = d[c].replace("{{URL}}", "@url")
            # tmp = re.sub(r"\bhttp\b", "{{URL}}", tmp)
            tmp = re.sub(r"@user", "{{USERNAME}}", tmp)
            tmp = re.sub(r"(@[\S]+)", r"{\1@}", tmp)
            d[c] = tmp

    with open(i, "w") as f:
        f.write("\n".join([json.dumps(j) for j in data]))