| 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 | |