flow like the river

BACK_BACK/OBSEI/analyzer/pii_analyzer.py

@@ -0,0 +1,22 @@
+from obsei.analyzer.pii_analyzer import PresidioEngineConfig, PresidioModelConfig, \
+   PresidioPIIAnalyzer, PresidioPIIAnalyzerConfig
+
+# initialize pii analyzer's config
+analyzer_config = PresidioPIIAnalyzerConfig(
+   # Whether to return only pii analysis or anonymize text
+   analyze_only=False,
+   # Whether to return detail information about anonymization decision
+   return_decision_process=True
+)
+
+# initialize pii analyzer
+analyzer = PresidioPIIAnalyzer(
+   engine_config=PresidioEngineConfig(
+       # spacy and stanza nlp engines are supported
+       # For more info refer
+       # https://microsoft.github.io/presidio/analyzer/developing_recognizers/#utilize-spacy-or-stanza
+       nlp_engine_name="spacy",
+       # Update desired spacy model and language
+       models=[PresidioModelConfig(model_name="en_core_web_lg", lang_code="en")]
+   )
+)