pyobjc_natural_language_identification_with_nl_language_recognizer.py

1import NaturalLanguage
2
3def identify_language(text):
4    # Create an instance of NLLanguageRecognizer
5    recognizer = NaturalLanguage.NLLanguageRecognizer.alloc().init()
6    
7    # Process the input text
8    recognizer.processString_(text)
9    
10    # Get the most likely language
11    language = recognizer.dominantLanguage()
12    
13    # Get the probability of the dominant language
14    hypotheses = recognizer.languageHypothesesWithMaximum_(1)
15    probability = hypotheses.get(language, 0.0)
16    
17    return language, probability
18
19if __name__ == "__main__":
20    sample_text = "This is a simple test to see if the language recognizer works."
21    lang, prob = identify_language(sample_text)
22    
23    print(f"Text: {sample_text}")
24    print(f"Identified Language: {lang}")
25    print(f"Confidence: {prob:.2%}")