Add test for empty string on toxicity

langkit/tests/test_toxicity.py

@@ -1,7 +1,11 @@
+from logging import getLogger
 import whylogs as why
 import pytest
 
 
+TEST_LOGGER = getLogger(__name__)
+
+
 @pytest.mark.load
 def test_toxicity():
     from langkit import toxicity  # noqa
@@ -28,3 +32,34 @@ def test_toxicity_long_response(long_response):
     text_schema = udf_schema()
     profile = why.log(long_response, schema=text_schema).profile()
     assert profile
+
+
+@pytest.mark.load
+def test_empty_toxicity():
+    from langkit import toxicity  # noqa
+    from whylogs.experimental.core.udf_schema import udf_schema
+
+    text_schema = udf_schema()
+    test_prompt = "hi."
+    test_response = ""
+    test_message = {"prompt": test_prompt, "response": test_response}
+    profile = why.log(test_message, schema=text_schema).profile()
+    prompt_score = (
+        profile.view()
+        .get_column("prompt.toxicity")
+        .get_metric("distribution")
+        .to_summary_dict()["mean"]
+    )
+    response_score = (
+        profile.view()
+        .get_column("response.toxicity")
+        .get_metric("distribution")
+        .to_summary_dict()["mean"]
+    )
+
+    TEST_LOGGER.info(f"running toxicity metrics on {test_message}")
+    TEST_LOGGER.info(
+        f"prompt score is: {prompt_score} and response score is: {response_score}"
+    )
+    assert prompt_score < 0.1
+    assert response_score < 0.1