Project import generated by Copybara. (#158)

GitOrigin-RevId: 608fed8cb61b0f41e855c543a97c30536a401b9f

Co-authored-by: Snowflake Authors <[email protected]>

Author: sfc-gh-anavalos

CHANGELOG.md

@@ -1,6 +1,26 @@
 # Release History
 
-## 1.8.4
+## 1.8.5
+
+### Bug Fixes
+
+- Registry: Fixed a bug when listing and deleting container services.
+- Registry: Fixed explainability issue with scikit-learn pipelines, skipping explain function creation.
+- Explainability: bump minimum streamlit version down to 1.30
+- Modeling: Make XGBoost a required dependency (xgboost is not a required dependency in snowflake-ml-python 1.8.4).
+
+### Breaking change
+
+- ML Job: Rename argument `num_instances` to `target_instances` in job submission APIs and
+  change type from `Optional[int]` to `int`
+
+### New Features
+
+- Registry: No longer checks if the snowflake-ml-python version is available in the Snowflake Conda channel when logging
+  an SPCS-only model.
+- ML Job: Add `min_instances` argument to the job decorator to allow waiting for workers to be ready.
+
+## 1.8.4 (2025-05-12)
 
 ### Bug Fixes
 

CONTRIBUTING.md

@@ -217,6 +217,15 @@ bazel run --config=pre_build //bazel/requirements:sync_requirements
 
 Then, your code can use the package as if it were "installed" in the Python environment.
 
+### Run Bazel with different Python versions
+
+Set the environment variable `BAZEL_CONDA_PYTHON_VERSION` to run bazel with a different supported python version. For example,
+run a test target with Python 3.10:
+
+```sh
+BAZEL_CONDA_PYTHON_VERSION=3.10 bazel test --config=core //my/test:target
+```
+
 ### Adding a new dependencies
 
 Please provide the following fields when adding a new record:
@@ -455,8 +464,7 @@ with caller's rights, set `test_callers_rights=False`. (Owner's rights store pro
 ### Compatibility Test
 
 To test if your code is compatible with previous version simply, you could work based on `CommonTestBase` in
-`tests/integ/snowflake/ml/test_utils/common_test_base.py`. An example of such test could be found in
-`tests/integ/snowflake/ml/registry/model_registry_compat_test.py`.
+`tests/integ/snowflake/ml/test_utils/common_test_base.py`.
 
 To write a such test, you need to
 

_typos.toml

@@ -5,6 +5,7 @@ extend-ignore-identifiers-re = [
 
 [default.extend-identifiers]
 LiteralNDArrayType = "LiteralNDArrayType"
+NDFrame = "NDFrame"
 
 [default.extend-words]
 MAPE = "MAPE"

bazel/environments/conda-env-all.yml

@@ -32,7 +32,7 @@ dependencies:
   - networkx==2.8.4
   - numpy==1.26.4
   - packaging==24.1
-  - pandas==1.5.3
+  - pandas==2.1.4
   - protobuf==4.25.3
   - psutil==5.9.0
   - pyarrow==16.1.0
@@ -55,7 +55,7 @@ dependencies:
   - sentence-transformers==2.7.0
   - sentencepiece==0.1.99
   - shap==0.46.0
-  - snowflake-connector-python==3.14.0
+  - snowflake-connector-python==3.15.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.2
   - sphinx==5.0.2

bazel/environments/conda-env-core.yml

@@ -27,7 +27,7 @@ dependencies:
   - networkx==2.8.4
   - numpy==1.26.4
   - packaging==24.1
-  - pandas==1.5.3
+  - pandas==2.1.4
   - protobuf==4.25.3
   - psutil==5.9.0
   - pyarrow==16.1.0
@@ -47,7 +47,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.10.1
   - shap==0.46.0
-  - snowflake-connector-python==3.14.0
+  - snowflake-connector-python==3.15.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.2
   - sphinx==5.0.2
@@ -60,6 +60,7 @@ dependencies:
   - types-toml==0.10.8.6
   - typing-extensions==4.11.0
   - werkzeug==2.2.2
+  - xgboost==2.1.1
   - pip
   - pip:
       - --extra-index-url https://pypi.org/simple

bazel/environments/conda-env-keras.yml

@@ -28,7 +28,7 @@ dependencies:
   - networkx==2.8.4
   - numpy==1.26.4
   - packaging==24.1
-  - pandas==1.5.3
+  - pandas==2.1.4
   - protobuf==4.25.3
   - psutil==5.9.0
   - pyarrow==16.1.0
@@ -49,7 +49,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.10.1
   - shap==0.46.0
-  - snowflake-connector-python==3.14.0
+  - snowflake-connector-python==3.15.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.2
   - sphinx==5.0.2
@@ -64,6 +64,7 @@ dependencies:
   - types-toml==0.10.8.6
   - typing-extensions==4.11.0
   - werkzeug==2.2.2
+  - xgboost==2.1.1
   - pip
   - pip:
       - --extra-index-url https://pypi.org/simple

bazel/environments/conda-env-ml.yml

@@ -31,7 +31,7 @@ dependencies:
   - networkx==2.8.4
   - numpy==1.26.4
   - packaging==24.1
-  - pandas==1.5.3
+  - pandas==2.1.4
   - protobuf==4.25.3
   - psutil==5.9.0
   - pyarrow==16.1.0
@@ -51,7 +51,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.10.1
   - shap==0.46.0
-  - snowflake-connector-python==3.14.0
+  - snowflake-connector-python==3.15.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.2
   - sphinx==5.0.2

bazel/environments/conda-env-torch.yml

@@ -28,7 +28,7 @@ dependencies:
   - networkx==2.8.4
   - numpy==1.26.4
   - packaging==24.1
-  - pandas==1.5.3
+  - pandas==2.1.4
   - protobuf==4.25.3
   - psutil==5.9.0
   - pyarrow==16.1.0
@@ -51,7 +51,7 @@ dependencies:
   - sentence-transformers==2.7.0
   - sentencepiece==0.1.99
   - shap==0.46.0
-  - snowflake-connector-python==3.14.0
+  - snowflake-connector-python==3.15.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.2
   - sphinx==5.0.2
@@ -67,6 +67,7 @@ dependencies:
   - types-toml==0.10.8.6
   - typing-extensions==4.11.0
   - werkzeug==2.2.2
+  - xgboost==2.1.1
   - pip
   - pip:
       - --extra-index-url https://pypi.org/simple

bazel/environments/conda-optional-dependency-ml.yml

@@ -10,5 +10,4 @@ dependencies:
   - catboost>=1.2.0, <2
   - lightgbm>=4.1.0, <5
   - mlflow>=2.16.0, <3
-  - streamlit>=1.44.0,<2
-  - xgboost>=1.7.3,<3
+  - streamlit>=1.30.0,<2

bazel/environments/requirements_core.txt

@@ -23,7 +23,7 @@ mypy==1.10.0
 networkx==2.8.4
 numpy==1.26.4
 packaging==24.1
-pandas==1.5.3
+pandas==2.1.4
 protobuf==4.25.3
 psutil==5.9.0
 pyarrow==16.1.0
@@ -41,7 +41,7 @@ s3fs==2024.6.1
 scikit-learn==1.5.1
 scipy==1.10.1
 shap==0.46.0
-snowflake-connector-python[pandas]==3.14.0
+snowflake-connector-python[pandas]==3.15.0
 snowflake-snowpark-python==1.28.0
 snowflake.core==1.0.2
 sphinx==5.0.2
@@ -55,3 +55,4 @@ types-requests==2.30.0.0
 types-toml==0.10.8.6
 typing-extensions==4.11.0
 werkzeug==2.2.2
+xgboost==2.1.1