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437e44a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 | import json
import sys
import pickle
import logging
log = logging.getLogger(__name__)
log.addHandler(logging.FileHandler('collect.log'))
log.setLevel(logging.DEBUG)
user_agent = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36'
def get_concepts_id(list_of_eurovoc_terms, eurovoc_dict):
"""Get concept IDs from the preloaded eurovoc dictionary"""
for e in list_of_eurovoc_terms:
try:
yield eurovoc_dict[e.strip().lower()]
except KeyError:
log.warning(f"⚠️ Could not find {e} in Eurovoc")
def add_eurovoc_ids_to_jsonl(input_file, output_file, eurovoc_dict):
"""Read JSONL, add eurovoc_concepts_ids, write to new file"""
with open(input_file, 'r') as infile, open(output_file, 'w') as outfile:
for line_num, line in enumerate(infile, 1):
line = line.strip()
if not line or line == 'null':
log.warning(f"⚠️ Skipping empty/null line {line_num}")
continue
try:
doc = json.loads(line)
if 'eurovoc_concepts' in doc:
# Get the IDs
concept_ids = list(get_concepts_id(doc['eurovoc_concepts'], eurovoc_dict))
# Reorder: insert eurovoc_concepts_ids right after eurovoc_concepts
if 'eurovoc_concepts' in doc:
doc['eurovoc_concepts_ids'] = concept_ids
outfile.write(json.dumps(doc) + '\n')
except json.JSONDecodeError as e:
log.error(f"⚠️ Invalid JSON at line {line_num}: {e}")
continue
if __name__ == '__main__':
# Load the Eurovoc dictionary from pickle
with open("eurovoc_dict.pkl", "rb") as f:
eurovoc_dict = pickle.load(f)
input_file = sys.argv[1]
output_file = sys.argv[2] if len(sys.argv) > 2 else 'output.jsonl'
add_eurovoc_ids_to_jsonl(input_file, output_file, eurovoc_dict)
print(f"Done! Saved to {output_file}", file=sys.stderr) |