from presidio_helpers import analyzer_engine, analyze, anonymize def test_streamlit_logic(): st_model = "en" # st_model = "StanfordAIMI/stanford-deidentifier-base" st_model_package = "stanza" ##st_model_package = "HuggingFace" st_ta_key = None st_ta_endpoint = None analyzer_params = (st_model_package, st_model, st_ta_key, st_ta_endpoint) # Read default text with open("demo_text.txt") as f: demo_text = f.readlines() st_text = "".join(demo_text) # instantiate and cache AnalyzerEngine analyzer_engine(*analyzer_params) # Analyze st_analyze_results = analyze( *analyzer_params, text=st_text, entities="All", language="en", score_threshold=0.35, return_decision_process=True, allow_list=[], deny_list=[], ) # Anonymize st_anonymize_results = anonymize( text=st_text, operator="replace", mask_char=None, number_of_chars=None, encrypt_key=None, analyze_results=st_analyze_results, ) assert st_anonymize_results.text != ""