Merge pull request #562 from KhiopsML/prepare-release-11-0-0-3

Prepare release 11 0 0 3

Author: tramora

.github/workflows/pip.yml

@@ -71,7 +71,7 @@ jobs:
       # because the `env` context is only accessible at the step level;
       # hence, it is hard-coded
       image: |-
-        ghcr.io/khiopsml/khiops-python/khiopspydev-${{ matrix.container }}:${{ inputs.image-tag || '11.0.0.3' }}
+        ghcr.io/khiopsml/khiops-python/khiopspydev-${{ matrix.container }}:${{ inputs.image-tag || 'latest' }}
     steps:
       - name: Set parameters as env
         run: |

.github/workflows/tests.yml

@@ -42,7 +42,7 @@ jobs:
       # because the `env` context is only accessible at the step level;
       # hence, it is hard-coded
       image: |-
-        ghcr.io/khiopsml/khiops-python/khiopspydev-ubuntu22.04:${{ inputs.image-tag || '11.0.0.3' }}
+        ghcr.io/khiopsml/khiops-python/khiopspydev-ubuntu22.04:${{ inputs.image-tag || 'latest' }}
       credentials:
         username: ${{ github.actor }}
         password: ${{ secrets.GITHUB_TOKEN }}
@@ -361,7 +361,7 @@ jobs:
       # because the `env` context is only accessible at the step level;
       # hence, it is hard-coded
       image: |-
-        ghcr.io/khiopsml/khiops-python/khiopspydev-${{ matrix.container }}:${{ inputs.image-tag || '11.0.0.3' }}
+        ghcr.io/khiopsml/khiops-python/khiopspydev-${{ matrix.container }}:${{ inputs.image-tag || 'latest' }}
       credentials:
         username: ${{ github.actor }}
         password: ${{ secrets.GITHUB_TOKEN }}

CHANGELOG.md

@@ -6,7 +6,7 @@
   - Example: 10.2.1.4 is the 5th version that supports khiops 10.2.1.
 - Internals: Changes in *Internals* sections are unlikely to be of interest for data scientists.
 
-## Unreleased
+## 11.0.0.3 - 2026-03-06
 
 ### Added
 - (`sklearn`) `n_feature_parts` parameter to the supervised estimators

khiops/__init__.py

@@ -24,7 +24,7 @@
 """
 from khiops.core.internals.version import KhiopsVersion
 
-__version__ = "11.0.0.2"
+__version__ = "11.0.0.3"
 
 
 def get_compatible_khiops_version():

packaging/conda/meta.yaml

@@ -2,7 +2,7 @@
 package:
   name: {{ name }}
   # The Conda version cannot contain the '-' character, so we eliminate it
-  version: "11.0.0.2"
+  version: "11.0.0.3"
 
 source:
   path: ../../

tests/test_sklearn.py

@@ -1135,7 +1135,9 @@ def _create_train_test_multitable_dataframe(cls, transform_for_regression=False)
             dataset_name, "SpliceJunction", "SpliceJunctionDNA"
         )
         if transform_for_regression:
-            root_table_data.replace({"Class": {"EI": 1, "IE": 2, "N": 3}}, inplace=True)
+            root_table_data = root_table_data.replace(
+                {"Class": {"EI": 1, "IE": 2, "N": 3}}
+            ).infer_objects()  # this call forces the inference to the actual dtype
         root_train_data, root_test_data = KhiopsTestHelper.prepare_data(
             root_table_data, "Class"
         )

tests/test_sklearn_output_types.py

@@ -84,7 +84,8 @@ def test_classifier_output_types(self):
                 "int": y,
                 "int binary": y_bin,
                 "float": y.astype(float),
-                "bool": y.replace({0: True, 1: True, 2: False}),
+                # the call to `infer_objects()` forces the inference to the actual dtype
+                "bool": y.replace({0: True, 1: True, 2: False}).infer_objects(),
                 "string": self._replace(y, {0: "se", 1: "vi", 2: "ve"}),
                 "string binary": self._replace(y_bin, {0: "vi_or_se", 1: "ve"}),
                 "int as string": self._replace(y, {0: "8", 1: "9", 2: "10"}),