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from langdetect import detect
from loguru import logger
from nltk.sentiment import SentimentIntensityAnalyzer
from textblob import TextBlob
def detect_language(text: str) -> None | str:
try:
return detect(text)
except Exception:
logger.debug(f"No language features: {text}")
return None
sia = SentimentIntensityAnalyzer()
def get_sentiment(text: str) -> dict:
sentiment = sia.polarity_scores(text)
sentiment["subjectivity"] = TextBlob(text).subjectivity
return sentiment
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