Merge branch 'main' into GSK-1567-add-number-to-word-transformation

Author: kevinmessiaen

.github/workflows/build-python.yml

@@ -164,7 +164,7 @@ jobs:
           PYTEST_XDIST_AUTO_NUM_WORKERS: 2
 
       - name: SonarCloud Scan
-        if: ${{ matrix.os == 'ubuntu-latest' && matrix.python-version == '3.10' && !matrix.langchain_minimal && !matrix.pandas_v1 && !matrix.pydantic_v1 && (github.event.ref == 'refs/heads/main' || github.event_name == 'pull_request')}}
+        if: ${{ matrix.os == 'ubuntu-latest' && matrix.python-version == '3.10' && !matrix.langchain_minimal && !matrix.pandas_v1 && !matrix.pydantic_v1 && (github.event.ref == 'refs/heads/main' || github.event_name == 'pull_request' && github.event.pull_request.head.repo.full_name == github.repository)}}
         uses: SonarSource/sonarcloud-github-action@v2.0.2
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

docs/reference/tests/data.rst

@@ -0,0 +1,13 @@
+Data quality tests
+^^^^^^^^^^^^^^^^^^^^^
+.. autofunction:: giskard.testing.test_data_uniqueness
+.. autofunction:: giskard.testing.test_data_completeness
+.. autofunction:: giskard.testing.test_valid_range
+.. autofunction:: giskard.testing.test_valid_values
+.. autofunction:: giskard.testing.test_data_correlation
+.. autofunction:: giskard.testing.test_outlier_value
+.. autofunction:: giskard.testing.test_foreign_constraint
+.. autofunction:: giskard.testing.test_label_consistency
+.. autofunction:: giskard.testing.test_mislabeling
+.. autofunction:: giskard.testing.test_feature_importance
+.. autofunction:: giskard.testing.test_class_imbalance

docs/reference/tests/index.rst

@@ -8,4 +8,5 @@ Tests
    statistic
    performance
    drift
-   llm
+   llm
+   data

giskard/testing/__init__.py

@@ -38,9 +38,33 @@
     "test_metamorphic_invariance_wilcoxon",
     "test_underconfidence_rate",
     "test_overconfidence_rate",
+    "test_data_uniqueness",
+    "test_data_completeness",
+    "test_valid_range",
+    "test_valid_values",
+    "test_data_correlation",
+    "test_outlier_value",
+    "test_foreign_constraint",
+    "test_label_consistency",
+    "test_mislabeling",
+    "test_feature_importance",
+    "test_class_imbalance",
 ]
 
 from giskard.testing.tests.calibration import test_overconfidence_rate, test_underconfidence_rate
+from giskard.testing.tests.data_quality import (
+    test_data_uniqueness,
+    test_data_completeness,
+    test_valid_range,
+    test_valid_values,
+    test_data_correlation,
+    test_outlier_value,
+    test_foreign_constraint,
+    test_label_consistency,
+    test_mislabeling,
+    test_feature_importance,
+    test_class_imbalance,
+)
 from giskard.testing.tests.drift import (
     test_drift_chi_square,
     test_drift_earth_movers_distance,