dongjoon-hyun commented on code in PR #57093:
URL: https://github.com/apache/spark/pull/57093#discussion_r3540543971
##########
pyproject.toml:
##########
@@ -68,3 +68,137 @@ line-length = 100
target-version = ['py39']
include = '\.pyi?$'
extend-exclude = 'cloudpickle|error_classes.py'
+
+[dependency-groups]
+_py4j = ["py4j>=0.10.9.9"]
+
+_numpy = ["numpy>=1.23.2"]
+_pandas = ["pandas>=2.2.0,<3.0.0"]
+_protobuf = ["protobuf==6.33.5"]
+_pyarrow = ["pyarrow>=18.0.0"]
+
+_pyspark_devtool = [
+ # Optional tools that are used by pyspark directly.
+ "memory-profiler>=0.61.0",
+ "flameprof==0.4",
+ "psutil",
+ "pystack>=1.6.0; sys_platform=='linux'",
+]
+
+connect = [
+ {include-group = "_py4j"},
+ {include-group = "_pandas"},
+ {include-group = "_protobuf"},
+ {include-group = "_pyarrow"},
+ "grpcio>=1.76.0",
+ "grpcio-status>=1.76.0",
+ "googleapis-common-protos>=1.71.0",
+ "zstandard>=0.25.0",
+ "graphviz>=0.20",
+]
+
+sql = [
+ {include-group = "_py4j"},
+ {include-group = "_pandas"},
+ {include-group = "_pyarrow"},
+]
+
+pandas_on_spark = [
+ {include-group = "_py4j"},
+ {include-group = "_pandas"},
+ {include-group = "_pyarrow"},
+]
+
+pandas_on_spark_extra = [
+ "plotly<6.0.0",
+ "matplotlib",
+ "mlflow>=2.3.1",
+]
+
+ml = [
+ {include-group = "_py4j"},
+ {include-group = "_numpy"},
+]
+
+mllib = [
+ {include-group = "_py4j"},
+ {include-group = "_numpy"},
+]
+
+ml_extra = [
+ "scipy>1.8.0",
+ "scikit-learn",
+ "torch",
+ "torchvision",
+ "torcheval",
+ "deepspeed; sys_platform != 'darwin'",
+]
+
+pipelines = [
+ {include-group = "connect"},
+ "pyyaml>=3.11",
+]
+
+_lint = [
+ "ruff==0.14.8",
+ "mypy==1.19.1",
+ "pytest-mypy-plugins==3.2.0",
+ "mypy-protobuf==3.3.0",
+ "googleapis-common-protos-stubs==2.2.0",
+ "grpc-stubs==1.24.11",
+ "pandas-stubs>=2.2.0",
+ "scipy-stubs",
+ "types-PyYAML"
+]
+
+_test = [
+ # Dependency for running tests
+ "unittest-xml-reporting",
+ # 3rd party libraries that unittests use.
+ "openpyxl",
+ "tabulate",
+ "testcontainers[kafka]>=3.7.0",
+ "kafka-python-ng>=2.0.2",
+]
+
+_docs = [
+ "sphinx==8.2.3",
+ "sphinx-plotly-directive",
+ "sphinx-copybutton",
+ "docutils",
+ "markupsafe",
+ "pydata_sphinx_theme>=0.13",
+ "ipython",
+ "nbsphinx",
+ "numpydoc",
+ "jinja2",
+]
+
+_devtools = [
+ # Devtools that are used by pyspark developers.
+ "debugpy",
+ "viztracer",
+ "jira>=3.5.2",
+ "PyGithub",
+ "asv",
+]
+
+dev = [
Review Comment:
`ml_extra` is missing. Without `ml_extra`, we cannot claim the following in
the documentation change because those test cases will be ignored. Please
clarify the reason why we exclude this and revise the developer documentation.
```
- pip install --upgrade -r dev/requirements.txt
+ pip install --upgrade --group dev
```
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