diff --git a/.github/workflows/dependency-testing.yaml b/.github/workflows/dependency-testing.yaml index 357f87a76..b07ca4c9f 100644 --- a/.github/workflows/dependency-testing.yaml +++ b/.github/workflows/dependency-testing.yaml @@ -43,7 +43,7 @@ jobs: fail-fast: false matrix: python-version: ['3.9', '3.10', '3.11', '3.12', '3.13', '3.14'] - deps-type: ['max', 'default'] + deps-type: ['max', 'default', 'core'] steps: - uses: actions/checkout@v4 @@ -79,7 +79,21 @@ jobs: export OMP_NUM_THREADS=1 export MKL_NUM_THREADS=1 - if [[ "${{ matrix.deps-type }}" == "default" ]]; then + if [[ "${{ matrix.deps-type }}" == "core" ]]; then + # Exercise the unbounded core dependency set separately from the + # constrained optional extras (for example, latest scikit-learn). + WHEEL=$(ls dist/*.whl | head -n 1) + # Jinja2 is currently imported by the library but is only present + # transitively through optional extras. Install it as test tooling + # so this leg can exercise the otherwise unbounded core set. + python -m pip install "${WHEEL}" jinja2 + pip check + python -c 'import sklearn, validmind; print(f"ValidMind {validmind.__version__} with scikit-learn {sklearn.__version__}")' + python -m unittest \ + tests.unit_tests.model_validation.sklearn.test_ROCCurve \ + tests.unit_tests.model_validation.sklearn.test_PrecisionRecallCurve \ + | cat + elif [[ "${{ matrix.deps-type }}" == "default" ]]; then # Install only from built artifacts (let pip resolve deps normally) WHEEL=$(ls dist/*.whl | head -n 1) python -m pip install "${WHEEL}[all]" diff --git a/.gitignore b/.gitignore index f4209b701..7ed1e30d9 100644 --- a/.gitignore +++ b/.gitignore @@ -189,12 +189,8 @@ lending_club_loan_data_*.csv # Pickle files *.pkl -# Sample application scorecard model for validation notebook — do not remove! -!notebooks/use_cases/validation/xgb_model_champion.pkl # Sample logistic regression model for validation series — do not remove! !notebooks/tutorials/validation/lr_model_champion.pkl -# Sample XGBoost model for validation quickstart — do not remove! -!notebooks/quickstart/xgboost_model_champion.pkl notebooks/llm/datasets/*.jsonl diff --git a/Makefile b/Makefile index 4ae0f0eeb..2c64e0b94 100644 --- a/Makefile +++ b/Makefile @@ -69,8 +69,8 @@ version: @echo "__version__ = \"$$(uv version --short)\"" > validmind/__version__.py @sed 's/^Version: .*/Version: '"$$(uv version --short)"'/' r/validmind/DESCRIPTION > r/validmind/DESCRIPTION.tmp && mv r/validmind/DESCRIPTION.tmp r/validmind/DESCRIPTION @echo "Version updated to $$(uv version --short)" - @echo "Commiting changes to pyproject.toml, __version__.py and r/validmind/DESCRIPTION with message: $$(uv version --short)" - @git add pyproject.toml validmind/__version__.py r/validmind/DESCRIPTION + @echo "Committing changes to pyproject.toml, uv.lock, __version__.py and r/validmind/DESCRIPTION with message: $$(uv version --short)" + @git add pyproject.toml uv.lock validmind/__version__.py r/validmind/DESCRIPTION @git commit -m "$$(uv version --short)" generate-test-id-types: diff --git a/notebooks/code_sharing/output_templates/customizing_tests_with_output_templates.ipynb b/notebooks/code_sharing/output_templates/customizing_tests_with_output_templates.ipynb index 83dc68567..c30cc1083 100644 --- a/notebooks/code_sharing/output_templates/customizing_tests_with_output_templates.ipynb +++ b/notebooks/code_sharing/output_templates/customizing_tests_with_output_templates.ipynb @@ -251,7 +251,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ] }, { diff --git a/notebooks/code_sharing/post_processing_functions.ipynb b/notebooks/code_sharing/post_processing_functions.ipynb index e8dbdee5e..9af446248 100644 --- a/notebooks/code_sharing/post_processing_functions.ipynb +++ b/notebooks/code_sharing/post_processing_functions.ipynb @@ -64,6 +64,8 @@ "metadata": {}, "outputs": [], "source": [ + "%pip install -q \"validmind[xgboost]\"\n", + "\n", "import xgboost as xgb\n", "import validmind as vm\n", "from validmind.datasets.classification import customer_churn\n", diff --git a/notebooks/how_to/data_and_datasets/dataset_inputs/load_datasets_predictions.ipynb b/notebooks/how_to/data_and_datasets/dataset_inputs/load_datasets_predictions.ipynb index f9d73f897..9c6b3f36e 100644 --- a/notebooks/how_to/data_and_datasets/dataset_inputs/load_datasets_predictions.ipynb +++ b/notebooks/how_to/data_and_datasets/dataset_inputs/load_datasets_predictions.ipynb @@ -154,7 +154,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] diff --git a/notebooks/how_to/data_and_datasets/use_dataset_model_objects.ipynb b/notebooks/how_to/data_and_datasets/use_dataset_model_objects.ipynb index 7c6a2535f..ad311dbd4 100644 --- a/notebooks/how_to/data_and_datasets/use_dataset_model_objects.ipynb +++ b/notebooks/how_to/data_and_datasets/use_dataset_model_objects.ipynb @@ -149,7 +149,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] diff --git a/notebooks/how_to/metrics/log_metrics_over_time.ipynb b/notebooks/how_to/metrics/log_metrics_over_time.ipynb index f2fcf772b..ffb08383d 100644 --- a/notebooks/how_to/metrics/log_metrics_over_time.ipynb +++ b/notebooks/how_to/metrics/log_metrics_over_time.ipynb @@ -151,7 +151,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] diff --git a/notebooks/how_to/metrics/run_unit_metrics.ipynb b/notebooks/how_to/metrics/run_unit_metrics.ipynb index 9b0783b2a..e2af67f3d 100644 --- a/notebooks/how_to/metrics/run_unit_metrics.ipynb +++ b/notebooks/how_to/metrics/run_unit_metrics.ipynb @@ -138,7 +138,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ] }, { diff --git a/notebooks/how_to/qualitative_text/qualitative_text_generation.ipynb b/notebooks/how_to/qualitative_text/qualitative_text_generation.ipynb index 9f218c90c..fed763f0b 100644 --- a/notebooks/how_to/qualitative_text/qualitative_text_generation.ipynb +++ b/notebooks/how_to/qualitative_text/qualitative_text_generation.ipynb @@ -178,7 +178,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ] }, { diff --git a/notebooks/how_to/scoring/assign_scores_complete_tutorial.ipynb b/notebooks/how_to/scoring/assign_scores_complete_tutorial.ipynb index 55ec2095d..6658702b2 100644 --- a/notebooks/how_to/scoring/assign_scores_complete_tutorial.ipynb +++ b/notebooks/how_to/scoring/assign_scores_complete_tutorial.ipynb @@ -140,7 +140,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ] }, { diff --git a/notebooks/how_to/tests/custom_tests/implement_custom_tests.ipynb b/notebooks/how_to/tests/custom_tests/implement_custom_tests.ipynb index e72782b25..8c6e70c16 100644 --- a/notebooks/how_to/tests/custom_tests/implement_custom_tests.ipynb +++ b/notebooks/how_to/tests/custom_tests/implement_custom_tests.ipynb @@ -146,7 +146,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] @@ -1112,4 +1112,4 @@ }, "nbformat": 4, "nbformat_minor": 4 -} \ No newline at end of file +} diff --git a/notebooks/how_to/tests/custom_tests/integrate_external_test_providers.ipynb b/notebooks/how_to/tests/custom_tests/integrate_external_test_providers.ipynb index a5739aceb..7a7ae6609 100644 --- a/notebooks/how_to/tests/custom_tests/integrate_external_test_providers.ipynb +++ b/notebooks/how_to/tests/custom_tests/integrate_external_test_providers.ipynb @@ -157,7 +157,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ] }, { diff --git a/notebooks/how_to/tests/run_tests/2-run_comparison_tests.ipynb b/notebooks/how_to/tests/run_tests/2-run_comparison_tests.ipynb index 9ef6978dd..60d920b44 100644 --- a/notebooks/how_to/tests/run_tests/2-run_comparison_tests.ipynb +++ b/notebooks/how_to/tests/run_tests/2-run_comparison_tests.ipynb @@ -178,7 +178,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [], diff --git a/notebooks/how_to/tests/run_tests/configure_tests/customize_test_result_descriptions.ipynb b/notebooks/how_to/tests/run_tests/configure_tests/customize_test_result_descriptions.ipynb index c8aa22b65..6420aa41f 100644 --- a/notebooks/how_to/tests/run_tests/configure_tests/customize_test_result_descriptions.ipynb +++ b/notebooks/how_to/tests/run_tests/configure_tests/customize_test_result_descriptions.ipynb @@ -93,7 +93,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ] }, { diff --git a/notebooks/how_to/tests/run_tests/configure_tests/run_tests_that_require_multiple_datasets.ipynb b/notebooks/how_to/tests/run_tests/configure_tests/run_tests_that_require_multiple_datasets.ipynb index c65f86494..9f1cddcb5 100644 --- a/notebooks/how_to/tests/run_tests/configure_tests/run_tests_that_require_multiple_datasets.ipynb +++ b/notebooks/how_to/tests/run_tests/configure_tests/run_tests_that_require_multiple_datasets.ipynb @@ -144,7 +144,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] @@ -585,4 +585,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/notebooks/how_to/tests/run_tests/configure_tests/understand_utilize_rawdata.ipynb b/notebooks/how_to/tests/run_tests/configure_tests/understand_utilize_rawdata.ipynb index e5fb3ead8..b371a0471 100644 --- a/notebooks/how_to/tests/run_tests/configure_tests/understand_utilize_rawdata.ipynb +++ b/notebooks/how_to/tests/run_tests/configure_tests/understand_utilize_rawdata.ipynb @@ -78,7 +78,7 @@ "outputs": [], "source": [ "# Install the ValidMind Library\n", - "%pip install -q validmind\n", + "%pip install -q \"validmind[xgboost]\"\n", "\n", "# Initialize the ValidMind Library\n", "import validmind as vm\n", diff --git a/notebooks/how_to/tests/run_tests/documentation_tests/document_multiple_results_for_the_same_test.ipynb b/notebooks/how_to/tests/run_tests/documentation_tests/document_multiple_results_for_the_same_test.ipynb index 361c2ad0b..3d92c2a3e 100644 --- a/notebooks/how_to/tests/run_tests/documentation_tests/document_multiple_results_for_the_same_test.ipynb +++ b/notebooks/how_to/tests/run_tests/documentation_tests/document_multiple_results_for_the_same_test.ipynb @@ -151,7 +151,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] @@ -638,4 +638,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/notebooks/how_to/tests/run_tests/documentation_tests/run_documentation_sections.ipynb b/notebooks/how_to/tests/run_tests/documentation_tests/run_documentation_sections.ipynb index e000af92c..e14b9cf3f 100644 --- a/notebooks/how_to/tests/run_tests/documentation_tests/run_documentation_sections.ipynb +++ b/notebooks/how_to/tests/run_tests/documentation_tests/run_documentation_sections.ipynb @@ -142,7 +142,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] @@ -604,4 +604,4 @@ }, "nbformat": 4, "nbformat_minor": 2 -} \ No newline at end of file +} diff --git a/notebooks/how_to/tests/run_tests/documentation_tests/run_documentation_tests_with_config.ipynb b/notebooks/how_to/tests/run_tests/documentation_tests/run_documentation_tests_with_config.ipynb index 1ea3fad26..968163be0 100644 --- a/notebooks/how_to/tests/run_tests/documentation_tests/run_documentation_tests_with_config.ipynb +++ b/notebooks/how_to/tests/run_tests/documentation_tests/run_documentation_tests_with_config.ipynb @@ -146,7 +146,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost,explainability]\"" ], "execution_count": null, "outputs": [] @@ -737,4 +737,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/notebooks/quickstart/quickstart_documentation.ipynb b/notebooks/quickstart/quickstart_documentation.ipynb index 31be6c6da..c29d79218 100644 --- a/notebooks/quickstart/quickstart_documentation.ipynb +++ b/notebooks/quickstart/quickstart_documentation.ipynb @@ -203,7 +203,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ] }, { diff --git a/notebooks/quickstart/quickstart_model_documentation_oidc_device_flow.ipynb b/notebooks/quickstart/quickstart_model_documentation_oidc_device_flow.ipynb index 6c3f2b21e..e29c259b2 100644 --- a/notebooks/quickstart/quickstart_model_documentation_oidc_device_flow.ipynb +++ b/notebooks/quickstart/quickstart_model_documentation_oidc_device_flow.ipynb @@ -196,7 +196,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ] }, { diff --git a/notebooks/quickstart/quickstart_validation.ipynb b/notebooks/quickstart/quickstart_validation.ipynb index 3ad7a3a31..4144c7ddf 100644 --- a/notebooks/quickstart/quickstart_validation.ipynb +++ b/notebooks/quickstart/quickstart_validation.ipynb @@ -286,7 +286,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [], @@ -800,7 +800,7 @@ "\n", "### Import the champion model\n", "\n", - "With our raw dataset preprocessed, let's go ahead and import the champion submitted by the development team in the format of a `.pkl` file: **[xgboost_model_champion.pkl](xgboost_model_champion.pkl)**" + "With our raw dataset preprocessed, let's go ahead and import the champion submitted by the development team in XGBoost's stable JSON model format: **[xgboost_model_champion.json](xgboost_model_champion.json)**" ], "id": "1fd05953" }, @@ -809,9 +809,13 @@ "metadata": {}, "source": [ "# Import the champion model\n", - "import joblib\n", + "import xgboost as xgb\n", "\n", - "xgboost = joblib.load(\"xgboost_model_champion.pkl\")" + "xgboost = xgb.XGBClassifier(\n", + " early_stopping_rounds=10,\n", + " eval_metric=[\"error\", \"logloss\", \"auc\"],\n", + ")\n", + "xgboost.load_model(\"xgboost_model_champion.json\")" ], "execution_count": null, "outputs": [], diff --git a/notebooks/quickstart/xgboost_model_champion.json b/notebooks/quickstart/xgboost_model_champion.json new file mode 100644 index 000000000..2d1a0a4ee --- /dev/null +++ b/notebooks/quickstart/xgboost_model_champion.json @@ -0,0 +1 @@ +{"learner":{"attributes":{"best_iteration":"31","best_score":"0.859436656649503","scikit_learn":"{\"_estimator_type\": 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diff --git a/notebooks/quickstart/xgboost_model_champion.pkl b/notebooks/quickstart/xgboost_model_champion.pkl deleted file mode 100644 index e6fdef9b0..000000000 Binary files a/notebooks/quickstart/xgboost_model_champion.pkl and /dev/null differ diff --git a/notebooks/use_cases/credit_risk/application_scorecard_full_suite.ipynb b/notebooks/use_cases/credit_risk/application_scorecard_full_suite.ipynb index f6a2ec990..a458f6fe8 100644 --- a/notebooks/use_cases/credit_risk/application_scorecard_full_suite.ipynb +++ b/notebooks/use_cases/credit_risk/application_scorecard_full_suite.ipynb @@ -153,7 +153,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] diff --git a/notebooks/use_cases/credit_risk/application_scorecard_with_ml.ipynb b/notebooks/use_cases/credit_risk/application_scorecard_with_ml.ipynb index 42fcdcc56..b163b268a 100644 --- a/notebooks/use_cases/credit_risk/application_scorecard_with_ml.ipynb +++ b/notebooks/use_cases/credit_risk/application_scorecard_with_ml.ipynb @@ -166,7 +166,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost,explainability]\"" ], "execution_count": null, "outputs": [] diff --git a/notebooks/use_cases/ongoing_monitoring/application_scorecard_ongoing_monitoring.ipynb b/notebooks/use_cases/ongoing_monitoring/application_scorecard_ongoing_monitoring.ipynb index 6b082196a..86a1b0f58 100644 --- a/notebooks/use_cases/ongoing_monitoring/application_scorecard_ongoing_monitoring.ipynb +++ b/notebooks/use_cases/ongoing_monitoring/application_scorecard_ongoing_monitoring.ipynb @@ -146,7 +146,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost,explainability]\"" ], "execution_count": null, "outputs": [] diff --git a/notebooks/use_cases/ongoing_monitoring/quickstart_customer_churn_ongoing_monitoring.ipynb b/notebooks/use_cases/ongoing_monitoring/quickstart_customer_churn_ongoing_monitoring.ipynb index 8f03b59f8..ae945c6b8 100644 --- a/notebooks/use_cases/ongoing_monitoring/quickstart_customer_churn_ongoing_monitoring.ipynb +++ b/notebooks/use_cases/ongoing_monitoring/quickstart_customer_churn_ongoing_monitoring.ipynb @@ -144,7 +144,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] @@ -337,7 +337,7 @@ "\n", "# Load the saved model\n", "model = xgb.XGBClassifier()\n", - "model.load_model(\"xgboost_model.model\")" + "model.load_model(\"xgboost_model.json\")" ], "execution_count": null, "outputs": [] diff --git a/notebooks/use_cases/ongoing_monitoring/xgboost_model.json b/notebooks/use_cases/ongoing_monitoring/xgboost_model.json new file mode 100644 index 000000000..57e001177 --- /dev/null +++ b/notebooks/use_cases/ongoing_monitoring/xgboost_model.json @@ -0,0 +1 @@ +{"learner":{"attributes":{"best_iteration":"5","best_score":"0.8498418065855332","scikit_learn":"{\"_estimator_type\": 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diff --git a/notebooks/use_cases/ongoing_monitoring/xgboost_model.model b/notebooks/use_cases/ongoing_monitoring/xgboost_model.model deleted file mode 100644 index 2c3a74c25..000000000 Binary files a/notebooks/use_cases/ongoing_monitoring/xgboost_model.model and /dev/null differ diff --git a/notebooks/use_cases/validation/validate_application_scorecard.ipynb b/notebooks/use_cases/validation/validate_application_scorecard.ipynb index 78fe048a2..362ac3102 100644 --- a/notebooks/use_cases/validation/validate_application_scorecard.ipynb +++ b/notebooks/use_cases/validation/validate_application_scorecard.ipynb @@ -272,7 +272,7 @@ "cell_type": "code", "metadata": {}, "source": [ - "%pip install -q validmind" + "%pip install -q \"validmind[xgboost]\"" ], "execution_count": null, "outputs": [] @@ -335,7 +335,7 @@ "\n", "### Importing the champion model\n", "\n", - "With the ValidMind Library set up and ready to go, let's go ahead and import the champion submitted by the development team in the format of a `.pkl` file: **[xgb_model_champion.pkl](xgb_model_champion.pkl)**" + "With the ValidMind Library set up and ready to go, let's go ahead and import the champion submitted by the development team in XGBoost's stable JSON model format: **[xgb_model_champion.json](xgb_model_champion.json)**" ] }, { @@ -346,7 +346,7 @@ "\n", "#Load the saved model\n", "xgb_model = xgb.XGBClassifier()\n", - "xgb_model.load_model(\"xgb_model_champion.pkl\")\n", + "xgb_model.load_model(\"xgb_model_champion.json\")\n", "xgb_model" ], "execution_count": null, diff --git a/notebooks/use_cases/validation/xgb_model_champion.json b/notebooks/use_cases/validation/xgb_model_champion.json new file mode 100644 index 000000000..52ea88605 --- /dev/null +++ b/notebooks/use_cases/validation/xgb_model_champion.json @@ -0,0 +1 @@ +{"learner":{"attributes":{"best_iteration":"13","best_score":"0.6858899527311908","scikit_learn":"{\"_estimator_type\": 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diff --git a/notebooks/use_cases/validation/xgb_model_champion.pkl b/notebooks/use_cases/validation/xgb_model_champion.pkl deleted file mode 100644 index bfe7349b6..000000000 Binary files a/notebooks/use_cases/validation/xgb_model_champion.pkl and /dev/null differ diff --git a/pyproject.toml b/pyproject.toml index 409693615..28ae0f378 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "validmind" -version = "2.13.9" +version = "2.13.10" description = "ValidMind Library" readme = "README.pypi.md" requires-python = ">=3.9,<3.15" @@ -40,7 +40,8 @@ dependencies = [ [project.optional-dependencies] all = [ "torch (>=2.0.0)", - "xgboost (>=1.5.2,<3)", + "xgboost (>=1.5.2,<3.1)", + "scikit-learn (<1.8)", "transformers (>=4.32.0,<5.0.0)", "pycocoevalcap", "ragas (>=0.2.3,<=0.2.7)", @@ -108,7 +109,10 @@ nlp = [ ] pytorch = ["torch (>=2.0.0)"] stats = ["scipy", "statsmodels (>=0.14.2,<0.15.0)", "arch (>=7.0.0)"] -xgboost = ["xgboost (>=1.5.2,<3)"] +xgboost = [ + "xgboost (>=1.5.2,<3.1)", + "scikit-learn (<1.8)", +] explainability = [ "shap (>=0.46.0)", "numba (>=0.65.1) ; python_version >= '3.14'", diff --git a/r/validmind/DESCRIPTION b/r/validmind/DESCRIPTION index f946668da..652a1e928 100644 --- a/r/validmind/DESCRIPTION +++ b/r/validmind/DESCRIPTION @@ -1,7 +1,7 @@ Package: validmind Type: Package Title: Interface to the 'ValidMind' Platform -Version: 2.13.9 +Version: 2.13.10 Authors@R: c(person("Andres", "Rodriguez", role = c("aut", "cre","cph"), email = "andres@validmind.ai")) Maintainer: Andres Rodriguez diff --git a/tests/unit_tests/model_validation/test_BleuScore.py b/tests/unit_tests/model_validation/test_BleuScore.py index 4539de7e7..0387a986c 100644 --- a/tests/unit_tests/model_validation/test_BleuScore.py +++ b/tests/unit_tests/model_validation/test_BleuScore.py @@ -1,4 +1,6 @@ import unittest +from unittest.mock import Mock, patch + import pandas as pd import numpy as np import validmind as vm @@ -10,6 +12,17 @@ class TestBleuScore(unittest.TestCase): def setUp(self): """Set up test fixtures before each test method.""" + bleu_metric = Mock() + bleu_metric.compute.side_effect = lambda predictions, references: { + "bleu": 1.0 if predictions[0] == references[0][0] else 0.5 + } + evaluate_load_patcher = patch( + "validmind.tests.model_validation.BleuScore.evaluate.load", + return_value=bleu_metric, + ) + evaluate_load_patcher.start() + self.addCleanup(evaluate_load_patcher.stop) + # Create a sample dataset with text data np.random.seed(42) diff --git a/tests/unit_tests/test_xgboost_notebook_assets.py b/tests/unit_tests/test_xgboost_notebook_assets.py new file mode 100644 index 000000000..1acb20ef5 --- /dev/null +++ b/tests/unit_tests/test_xgboost_notebook_assets.py @@ -0,0 +1,31 @@ +# Copyright © 2023-2026 ValidMind Inc. 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{ name = "scikit-learn", version = "1.8.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" }, + { name = "scikit-learn", version = "1.7.2", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" }, { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" }, { name = "slicer", marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" }, { name = "tqdm", marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" }, @@ -10950,7 +10878,7 @@ dependencies = [ { name = "nvidia-cusolver-cu12", marker = "python_full_version < '3.10' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, { name = "nvidia-cusparse-cu12", marker = "python_full_version < '3.10' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, { name = "nvidia-cusparselt-cu12", marker = "python_full_version < '3.10' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "nvidia-nccl-cu12", version = "2.27.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-nccl-cu12", marker = "python_full_version < '3.10' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, { name = "nvidia-nvjitlink-cu12", marker = "python_full_version < '3.10' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, { name = "nvidia-nvtx-cu12", marker = "python_full_version < '3.10' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, { name = "sympy", marker = "python_full_version < '3.10'" }, @@ -11340,7 +11268,7 @@ wheels = [ [[package]] name = "validmind" -version = "2.13.9" +version = "2.13.10" source = { editable = "." } dependencies = [ { name = "aiohttp", extra = ["speedups"] }, @@ -11364,8 +11292,7 @@ dependencies = [ { name = "python-dotenv", version = "1.2.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, { name = "requests" }, { name = "scikit-learn", version = "1.6.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" }, - 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{ name = "xgboost", marker = "extra == 'all'", specifier = ">=1.5.2,<3" }, - { name = "xgboost", marker = "extra == 'xgboost'", specifier = ">=1.5.2,<3" }, + { name = "xgboost", marker = "extra == 'all'", specifier = ">=1.5.2,<3.1" }, + { name = "xgboost", marker = "extra == 'xgboost'", specifier = ">=1.5.2,<3.1" }, ] provides-extras = ["all", "huggingface", "llm", "nlp", "pytorch", "stats", "xgboost", "explainability", "credit-risk", "datasets", "pii-detection"] @@ -12068,8 +12001,7 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "numpy", version = "1.26.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" }, { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" }, - { name = "nvidia-nccl-cu12", version = "2.27.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10' and platform_machine != 'aarch64' and sys_platform == 'linux'" }, - 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