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2b60cf4 b052258 60c9a2d b052258 | 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 | # USED BY THE WEB-APP FOR EXTRACTING FEATURES.
import logging
from typing import Any, Dict
from feature_core import extract_features, load_nlp_model
logger = logging.getLogger(__name__)
logger.setLevel(logging.INFO)
if not logger.handlers:
handler = logging.StreamHandler()
handler.setFormatter(logging.Formatter("%(name)s - %(levelname)s - %(message)s"))
logger.addHandler(handler)
try:
nlp = load_nlp_model("tl_calamancy_md-0.2.0")
except Exception as e:
logger.error(f"Failed to load CalamanCy: {e}")
nlp = None
def extract_features_web(text: str) -> Dict[str, Any]:
if nlp is None:
logger.error("NLP model unavailable")
return {}
try:
return extract_features(text, nlp)
except Exception as e:
logger.error(f"NLP processing failed: {e}")
return {}
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