Criteo responsible AI

Signed-off-by: miguelgfierro <[email protected]>

tests/ci/azureml_tests/test_groups.py

@@ -187,6 +187,7 @@
         "tests/security/test_dependency_security.py::test_requests",
         "tests/security/test_dependency_security.py::test_numpy",
         "tests/security/test_dependency_security.py::test_pandas",
+        "test/responsible_ai/recommenders/datasets/test_criteo_privacy.py",
     ],
     "group_notebooks_cpu_001": [  # Total group time: 226.42s
         "tests/unit/examples/test_notebooks_python.py::test_rlrmc_quickstart_runs",

tests/responsible_ai/recommenders/datasets/test_criteo_privacy.py

@@ -0,0 +1,15 @@
+# Copyright (c) Recommenders contributors.
+# Licensed under the MIT License.
+
+
+import pandas as pd
+
+from recommenders.datasets import criteo
+
+
+def test_criteo_privacy(criteo_first_row):
+    """Check that there are no privacy concerns. In Criteo, we check that the
+    data is anonymized.
+    """
+    df = criteo.load_pandas_df(size="sample")
+    assert df.loc[0].equals(pd.Series(criteo_first_row))