Content Moderator TExt moderation

Author: lmazuel

samples/vision/content_moderator_text_moderation_samples.py

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+import os.path
+from pprint import pprint
+import time
+
+from azure.cognitiveservices.vision.contentmoderator import ContentModeratorClient
+from azure.cognitiveservices.vision.contentmoderator.models import (
+    Screen
+)
+from msrest.authentication import CognitiveServicesCredentials
+
+SUBSCRIPTION_KEY_ENV_NAME = "CONTENTMODERATOR_SUBSCRIPTION_KEY"
+CONTENTMODERATOR_LOCATION = os.environ.get("CONTENTMODERATOR_LOCATION", "westcentralus")
+
+# The number of minutes to delay after updating the search index before
+# performing image match operations against the list.
+LATENCY_DELAY = 0.5
+
+TEXT = """
+Is this a grabage email [email protected], phone: 6657789887, IP: 255.255.255.255, 1 Microsoft Way, Redmond, WA 98052.
+Crap is the profanity here. Is this information PII? phone 3144444444
+"""
+
+def text_moderation(subscription_key):
+    """TextModeration.
+
+    This will moderate a given long text.
+    """
+    
+    client = ContentModeratorClient(
+        CONTENTMODERATOR_LOCATION+'.api.cognitive.microsoft.com',
+        CognitiveServicesCredentials(subscription_key)
+    )
+
+    # Screen the input text: check for profanity, 
+    # do autocorrect text, and check for personally identifying 
+    # information (PII)
+    screen = client.text_moderation.screen_text(
+        "eng",
+        "text/plain",
+        TEXT,
+        autocorrect=True,
+        pii=True
+    )
+    assert isinstance(screen, Screen)
+    pprint(screen.as_dict())
+
+if __name__ == "__main__":
+    import sys, os.path
+    sys.path.append(os.path.abspath(os.path.join(__file__, "..", "..")))
+    from tools import execute_samples
+    execute_samples(globals(), SUBSCRIPTION_KEY_ENV_NAME)