Project import generated by Copybara. (#187)

GitOrigin-RevId: 3aef7cf11983ce38fddb89af5123813e7ccb011f

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

Author: sfc-gh-anavalos

.bazelrc

@@ -51,7 +51,8 @@ run:all --config=_all
 # Environment variables for Hugging Face
 build --action_env=HF_HUB_ETAG_TIMEOUT=86400
 build --action_env=HF_HUB_DOWNLOAD_TIMEOUT=86400
-build --action_env=HF_ENDPOINT=https://artifactory.ci1.us-west-2.aws-dev.app.snowflake.com/artifactory/api/huggingfaceml/huggingface-remote
+build --action_env=HF_ENDPOINT=https://huggingface.co
+build --action_env=HF_TOKEN
 
 # Below are auto-generated settings, do not modify them directly
 
@@ -61,6 +62,12 @@ build:keras --config=_keras
 test:keras --config=_keras
 run:keras --config=_keras
 
+build:_llm --platforms //bazel/platforms:llm_conda_env --host_platform //bazel/platforms:llm_conda_env --repo_env=BAZEL_CONDA_ENV_NAME=llm
+cquery:llm --config=_llm
+build:llm --config=_llm
+test:llm --config=_llm
+run:llm --config=_llm
+
 build:_ml --platforms //bazel/platforms:ml_conda_env --host_platform //bazel/platforms:ml_conda_env --repo_env=BAZEL_CONDA_ENV_NAME=ml
 cquery:ml --config=_ml
 build:ml --config=_ml

CHANGELOG.md

@@ -1,5 +1,21 @@
 # Release History
 
+## 1.19.0
+
+### Bug Fixes
+
+* Experiment Tracking (PrPr): No longer throw an exception in `list_artifacts` when run does not have artifacts.
+* Registry: Fix `get_version_by_alias`: now requires an exact match of snowflake identifier.
+
+### Behavior Changes
+
+### New Features
+
+* Online feature serving in Feature Store is in public preview.
+* Experiment Tracking (`snowflake.ml.experiment`) is in public preview.
+
+### Deprecations
+
 ## 1.18.0
 
 ### Bug Fixes

CONTRIBUTING.md

@@ -166,6 +166,25 @@ For example, to run all autogenerated tests locally:
 bazel test //... --test_tag_filters=autogen --config=core
 ```
 
+#### SPCS Model Serving
+
+To run SPCS Model Serving integration tests locally, you can provide the Snowflake connection, CPU/GPU compute pools,
+and warehouse:
+
+```sh
+bazel test //... \
+    --test_env SNOWFLAKE_CONNECTION_NAME=<connection> \
+    --test_env CPU_COMPUTE_POOL=<CPU_POOL> \
+    --test_env GPU_COMPUTE_POOL=<GPU_POOL> \
+    --test_env WAREHOUSE=<WAREHOUSE>
+```
+
+To set up a Snowflake connection, you can either set the `private_key_path` in the configuration file (see Snowflake
+[documentation](https://docs.snowflake.com/en/user-guide/snowsql-start#using-key-pair-authentication-and-key-pair-rotation)
+for using key-pair authentication and key-pair rotation), or set a programmatic access token as the `password` in the
+configuration file (see Snowflake [documentation](https://docs.snowflake.com/en/user-guide/programmatic-access-tokens)
+for using programmatic access tokens for authentication).
+
 ### Coverage
 
 A `lcov` coverage report can be generated by running

bazel/environments/conda-env-all.yml

@@ -56,7 +56,7 @@ dependencies:
   - sentence-transformers==2.7.0
   - sentencepiece==0.1.99
   - shap==0.46.0
-  - snowflake-connector-python==3.17.0
+  - snowflake-connector-python==3.17.3
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2
@@ -79,6 +79,6 @@ dependencies:
   - pip
   - pip:
       - --extra-index-url https://pypi.org/simple
-      - accelerate==0.22.0
-      - tf-keras==2.17.0
       - types-cachetools==4.2.2
+      - accelerate==0.26.0
+      - tf-keras==2.17.0

bazel/environments/conda-env-core.yml

@@ -47,7 +47,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.11.3
   - shap==0.46.0
-  - snowflake-connector-python==3.17.0
+  - snowflake-connector-python==3.17.3
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2

bazel/environments/conda-env-keras.yml

@@ -49,7 +49,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.11.3
   - shap==0.46.0
-  - snowflake-connector-python==3.17.0
+  - snowflake-connector-python==3.17.3
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2

bazel/environments/conda-env-llm.yml

@@ -0,0 +1,76 @@
+---
+# DO NOT EDIT!
+# Generate by running 'bazel run --config=pre_build //bazel/requirements:sync_requirements'
+
+channels:
+  - https://repo.anaconda.com/pkgs/snowflake
+  - nodefaults
+dependencies:
+  - absl-py==1.4.0
+  - aiohttp==3.9.5
+  - anyio==4.2.0
+  - boto3==1.34.69
+  - cachetools==5.3.3
+  - cloudpickle==2.2.1
+  - coverage==7.6.1
+  - cryptography==41.0.3
+  - flask-cors==3.0.10
+  - flask==2.2.2
+  - fsspec==2024.6.1
+  - httpx==0.28.1
+  - importlib_resources==6.1.1
+  - inflection==0.5.1
+  - joblib==1.4.2
+  - jsonschema==4.23.0
+  - mlflow==2.16.2
+  - moto==5.0.5
+  - mypy==1.10.0
+  - networkx==3.1
+  - numpy==1.26.4
+  - packaging==24.1
+  - pandas==2.1.4
+  - platformdirs==4.3.7
+  - protobuf==4.25.3
+  - psutil==5.9.0
+  - pyarrow==16.1.0
+  - pydantic==2.8.2
+  - pyjwt==2.8.0
+  - pytest-timeout==2.2.0
+  - pytest-xdist==3.5.0
+  - pytest==7.4.0
+  - python-build==0.10.0
+  - pytimeparse==1.1.8
+  - pytorch==2.5.1
+  - pyyaml==6.0.1
+  - requests==2.31.0
+  - retrying==1.3.3
+  - ruamel.yaml==0.17.21
+  - s3fs==2024.6.1
+  - scikit-learn==1.5.1
+  - scipy==1.11.3
+  - sentence-transformers==2.7.0
+  - sentencepiece==0.1.99
+  - shap==0.46.0
+  - snowflake-connector-python==3.17.3
+  - snowflake-snowpark-python==1.28.0
+  - snowflake.core==1.0.5
+  - sphinx==5.0.2
+  - sqlparse==0.4.4
+  - starlette==0.27.0
+  - toml==0.10.2
+  - torchdata==0.6.1
+  - tqdm==4.67.1
+  - types-PyYAML==6.0.12.12
+  - types-protobuf==4.23.0.1
+  - types-requests==2.30.0.0
+  - types-toml==0.10.8.6
+  - typing-extensions==4.11.0
+  - werkzeug==2.3.8
+  - xgboost==2.1.4
+  - pip
+  - pip:
+      - --extra-index-url https://pypi.org/simple
+      - types-cachetools==4.2.2
+      - tokenizers==0.21.0
+      - transformers==4.51.0
+      - accelerate==0.26.0

bazel/environments/conda-env-ml.yml

@@ -52,7 +52,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.11.3
   - shap==0.46.0
-  - snowflake-connector-python==3.17.0
+  - snowflake-connector-python==3.17.3
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2

bazel/environments/conda-env-torch.yml

@@ -51,7 +51,7 @@ dependencies:
   - sentence-transformers==2.7.0
   - sentencepiece==0.1.99
   - shap==0.46.0
-  - snowflake-connector-python==3.17.0
+  - snowflake-connector-python==3.17.3
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2
@@ -73,4 +73,4 @@ dependencies:
   - pip:
       - --extra-index-url https://pypi.org/simple
       - types-cachetools==4.2.2
-      - accelerate==0.22.0
+      - accelerate==0.26.0

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

@@ -0,0 +1,13 @@
+---
+# DO NOT EDIT!
+# Generate by running 'bazel run --config=pre_build //bazel/requirements:sync_requirements'
+
+channels:
+  - https://repo.anaconda.com/pkgs/snowflake
+  - nodefaults
+dependencies:
+  - mlflow>=2.16.0, <3
+  - pytorch>=2.0.1,<3
+  - sentence-transformers>=2.7.0,<4
+  - sentencepiece>=0.1.95,<0.2.0
+  - torchdata>=0.4,<1