"""Tests for checking Sentiment Services.""" from aki_prj23_transparenzregister.ai.sentiment_service import ( SentimentAnalysisService, ) def test_sentiment_service_with_spacy_pos() -> None: """Mock testing spaCy Sentiment Service with positive sentiment.""" # Init SentimentAnalysisService with spaCy sentiment_service = SentimentAnalysisService(use_spacy=True) # run the test text = "Dies ist ein großartiger Test. Ich liebe es!" sentiment, score = sentiment_service.sentiment_spacy(text) assert sentiment == "positive" assert score > 0 def test_sentiment_service_with_spacy_neg() -> None: """Mock testing spaCy Sentiment Service with negative sentiment.""" # Init SentimentAnalysisService with spaCy sentiment_service = SentimentAnalysisService(use_spacy=True) # run the test text = "Dies ist ein wirklich schrecklicher Test. Ich hasse ihn!" sentiment, score = sentiment_service.sentiment_spacy(text) assert sentiment == "negative" assert score > 0 def test_sentiment_service_with_spacy_neut() -> None: """Mock testing spaCy Sentiment Service with neutral sentiment.""" # Init SentimentAnalysisService with spaCy sentiment_service = SentimentAnalysisService(use_spacy=True) # run the test text = "Dies ist ein Test." sentiment, score = sentiment_service.sentiment_spacy(text) assert sentiment == "neutral" assert score >= 0 def test_sentiment_service_with_transformer_pos() -> None: """Mock testing Transformer Sentiment Service with positive Sentiment.""" # Init SentimentAnalysisService with Transformer sentiment_service = SentimentAnalysisService(use_transformer=True) # run the test text = "Dies ist ein großartiger Test. Ich liebe es!" sentiment, score = sentiment_service.sentiment_transformer(text) assert sentiment == "positive" assert score > 0 def test_sentiment_service_with_transformer_neg() -> None: """Mock testing Transformer Sentiment Service with negative Sentiment.""" # Init SentimentAnalysisService with Transformer sentiment_service = SentimentAnalysisService(use_transformer=True) # run the test text = "Dies ist ein wirklich schrecklicher Test. Ich hasse ihn!" sentiment, score = sentiment_service.sentiment_transformer(text) assert sentiment == "negative" assert score > 0 def test_sentiment_service_with_transformer_neut() -> None: """Mock testing Transformer Sentiment Service with neutral Sentiment.""" # Init SentimentAnalysisService with Transformer sentiment_service = SentimentAnalysisService(use_transformer=True) # run the test text = "Das ist ein Text, ohne besondere Stimmung." sentiment, score = sentiment_service.sentiment_transformer(text) assert sentiment == "neutral" assert score >= 0