super_tweeteval / process /unify_sp_symbol.py
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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]))