feast/pyproject.toml at master · feast-dev/feast · GitHub

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[project]

name = "feast"

description = "Python SDK for Feast"

readme = "README.md"

requires-python = ">=3.10.0"

license = "Apache-2.0"

license-files = ["LICENSE"]

classifiers = [

"Programming Language :: Python",

"Programming Language :: Python :: 3",

"Programming Language :: Python :: 3.10"

]

dynamic = [

"version",

]

dependencies = [

"attrs",

"click>=7.0.0,<9.0.0",

"colorama>=0.3.9,<1",

"dill~=0.3.0",

"protobuf>=4.24.0",

"Jinja2>=2,<4",

"mmh3",

"numpy>=2.0.0,<3",

"pandas>=1.4.3,<3",

"pyarrow>=16.1.0",

"pydantic>=2.10.6",

"pygments>=2.12.0,<3",

"PyYAML>=5.4.0,<7",

"requests",

"SQLAlchemy[mypy]>1",

"tabulate>=0.8.0,<1",

"tenacity>=7,<9",

"toml>=0.10.0,<1",

"tqdm>=4,<5",

"typeguard>=4.0.0",

"fastapi>=0.68.0",

"starlette>=1.0.1",

"uvicorn[standard]>=0.30.6",

"uvicorn-worker",

"gunicorn; platform_system != 'Windows'",

"dask[dataframe]>=2024.2.1",

"prometheus_client>=0.20.0,<0.25.0",

"psutil",

"bigtree>=0.19.2",

# >=2.13 for PyJWKClient's JWK-set cache surviving transient fetch

# failures; the OIDC token parser reuses one client and relies on it.

"pyjwt>=2.13.0",

]

[project.optional-dependencies]

aerospike = [

"aerospike>=19.0.0,<20.0.0",

]

aws = ["boto3>=1.38.27", "fsspec>=2024.1.0", "aiobotocore>=2"]

azure = [

"azure-storage-blob>=0.37.0",

"azure-identity>=1.6.1",

"SQLAlchemy>=1.4.19",

"pyodbc>=4.0.30",

"pymssql>=2.3.6"

]

cassandra = ["cassandra-driver>=3.26.0,<4"]

clickhouse = ["clickhouse-connect>=0.7.19"]

couchbase = ["couchbase==4.3.2", "couchbase-columnar==1.0.0"]

delta = ["deltalake<1.0.0"]

docling = ["docling==2.27.0"]

duckdb = ["ibis-framework[duckdb]>=10.0.0"]

elasticsearch = ["elasticsearch>=8.13.0"]

faiss = ["faiss-cpu>=1.7.0,<=1.10.0"]

flink = ["apache-flink>=2.2.1,<3", "pyarrow<21.0.0"]

gcp = [

"google-api-core>=1.23.0,<3",

"googleapis-common-protos>=1.52.0,<2",

"google-cloud-bigquery[pandas]>=2,<4",

"google-cloud-bigquery-storage >= 2.0.0,<3",

"google-cloud-datastore>=2.16.0,<3",

"google-cloud-storage>=1.34.0,<3",

"google-cloud-bigtable>=2.11.0,<3",

"fsspec>=2024.1.0",

]

ge = ["great_expectations>=0.15.41,<1"]

go = ["cffi>=1.15.0"]

grpcio = [

"grpcio>=1.56.2",

"grpcio-reflection>=1.56.2",

"grpcio-health-checking>=1.56.2",

]

remote = ["grpcio>=1.56.2"]

hazelcast = ["hazelcast-python-client>=5.1"]

hbase = ["happybase>=1.2.0,<3"]

ibis = [

"ibis-framework>=10.0.0",

]

k8s = ["kubernetes"]

image = [

"feast[pytorch]",

"timm>=0.6.0",

"Pillow>=8.0.0",

"scikit-learn>=1.0.0",

]

milvus = [

"pymilvus>=2.5",

"milvus-lite>=2.4.12",

"feast[setuptools]"

]

mongodb = [

"pymongo>=4.13.0,<5.0.0",

"dnspython>=2.0.0",

]

mssql = ["ibis-framework[mssql]>=10.0.0"]

oracle = ["ibis-framework[oracle]>=10.0.0"]

mysql = ["pymysql", "types-PyMySQL"]

openlineage = ["openlineage-python>=1.40.0"]

opentelemetry = ["prometheus_client", "psutil"]

spark = ["pyspark>=4.0.0"]

iceberg = ["pyiceberg>=0.7.0"]

trino = ["trino>=0.305.0,<0.400.0", "regex"]

postgres = ["psycopg[binary,pool]>=3.2.5"]

# psycopg[c] install requires a system with a C compiler, python dev headers, & postgresql client dev headers

# https://www.psycopg.org/psycopg3/docs/basic/install.html#local-installation

postgres-c = ["psycopg[c,pool]>=3.2.5"]

pytorch = ["torch>=2.7.0", "torchvision>=0.22.1"]

qdrant = ["qdrant-client>=1.12.0"]

rag = [

"transformers>=4.36.0",

"datasets>=3.6.0",

"sentence-transformers>=3.0.0",

]

ray = [

'ray>=2.47.0; python_version == "3.10"',

'codeflare-sdk>=0.31.1; python_version > "3.10"',

"datasets>=3.6.0",

]

redis = [

"redis>=4.2.2,<8",

"hiredis>=2.0.0,<4",

]

scylladb = ["scylla-driver>=3.28.0,<4"]

singlestore = ["singlestoredb<1.8.0"]

snowflake = [

"snowflake-connector-python[pandas]>=3.7,<5",

]

sqlite_vec = ["sqlite-vec==v0.1.6"]

mcp = ["fastapi_mcp", "mcp>=1.0,<2"]

mlflow = ["mlflow>=2.10.0"]

dbt = ["dbt-artifacts-parser"]

test = [

"pytest>=6.0.0,<8",

"pytest-xdist>=3.8.0",

"pytest-cov>=5.0.0",

"pytest-timeout==1.4.2",

"pytest-lazy-fixture==0.6.3",

"pytest-ordering~=0.6.0",

"pytest-mock==1.10.4",

"pytest-env",

"pytest-benchmark>=3.4.1,<4",

"pytest-asyncio<=0.24.0",

"py>=1.11.0",

"testcontainers>=4.15.0rc2",

"minio==7.2.11",

"python-keycloak==4.2.2",

"cryptography>=43.0",

]

ci = [

"feast[test, aws, azure, cassandra, clickhouse, couchbase, delta, docling, duckdb, elasticsearch, faiss, gcp, ge, go, grpcio, hazelcast, hbase, ibis, iceberg, image, k8s, mcp, milvus, mlflow, mongodb, mssql, mysql, openlineage, opentelemetry, oracle, scylladb, spark, trino, postgres, pytorch, qdrant, rag, ray, redis, singlestore, snowflake, sqlite_vec]",

"build",

"virtualenv==20.23.0",

"dbt-artifacts-parser",

"ruff>=0.8.0",

"mypy-protobuf>=3.1",

"grpcio-tools>=1.56.2",

"grpcio-testing>=1.56.2",

# FastAPI does not correctly pull starlette dependency on httpx see thread(https://github.com/tiangolo/fastapi/issues/5656).

"httpx==0.27.2",

"mock==2.0.0",

"moto<5",

"mypy>=1.4.1,<1.11.3",

"urllib3>=2.6.3,<3",

"psutil==5.9.0",

"pytest-cov",

"Sphinx>4.0.0,<7",

"sqlglot[rs]>=23.4",

"pre-commit<3.3.2",

"assertpy==1.1",

"pip-tools",

"pybindgen==0.22.0",

"types-protobuf~=3.19.22",

"python-dateutil==2.9.0",

"types-python-dateutil",

"types-pytz",

"types-PyYAML",

"types-redis",

"types-requests<2.31.0",

"types-setuptools",

"types-tabulate",

]

nlp = ["feast[docling, image, milvus, pytorch, rag]"]

dev = ["feast[ci]"]

docs = ["feast[ci]"]

# used for the 'feature-server' container image build

minimal = ["feast[aws, gcp, snowflake, redis, go, mysql, postgres-c, opentelemetry, grpcio, k8s, duckdb, mcp, milvus]"]

minimal-sdist-build = [

"feast[minimal]",

"feast[ibis]",

"meson<1.7.2",

"pybindgen==0.22.0",

"sphinx!=4.0.0",

"types_psutil<7.0.0.20250401",

# sqlalchemy[mypy] dep

"greenlet!=0.4.17",

# numpy deps

"meson-python<0.16.0,>=0.15.0",

"Cython<3.1,>=0.29.34",

"flit_core<4,>=3.8",

"patchelf>=0.11.0",

"scikit-build-core>=0.10",

"hatch-fancy-pypi-readme>=23.2.0",

"hatch-vcs==0.4.0",

"hatchling>=1.6.0,<2",

"calver<2025.4.1",

]

setuptools = [

# https://amitylearning.vercel.app/?question=git-1742419854670&update=1742342400027

"setuptools>=60,<81",

]

[project.urls]

Homepage = "https://github.com/feast-dev/feast"

[[project.authors]]

name = "Feast"

[project.scripts]

feast = "feast.cli.cli:cli"

[build-system]

requires = [

"pybindgen==0.22.0",

# https://amitylearning.vercel.app/?question=git-1742419854670&update=1742342400027

"setuptools>=60,<81",

"setuptools_scm>=6.2",

"sphinx!=4.0.0",

"wheel>=0.46.2",

]

build-backend = "setuptools.build_meta"

[tool.setuptools]

packages = {find = {where = ["sdk/python"], exclude = ["java", "infra", "sdk/python/tests", "ui"]}}

[tool.setuptools_scm]

# Add Support for parsing tags that have a prefix containing '/' (ie 'sdk/go') to setuptools_scm.

# Regex modified from default tag regex in:

# https://github.com/pypa/setuptools_scm/blob/2a1b46d38fb2b8aeac09853e660bcd0d7c1bc7be/src/setuptools_scm/config.py#L9

tag_regex = "^(?:[\\/\\w-]+)?(?P<version>[vV]?\\d+(?:\\.\\d+){0,2}[^\\+]*)(?:\\+.*)?$"

[tool.ruff]

line-length = 88

target-version = "py310"

include = ["*.py", "*.pyi"]

[tool.ruff.lint]

# Keep on using old default rules: https://astral.sh/blog/ruff-v0.16.0

select = ["E4", "E7", "E9", "F"]

[tool.ruff.format]

# exclude a few common directories in the root of the project

exclude = [

".eggs",

".git",

".hg",

".mypy_cache",

".tox",

".venv",

"_build",

"buck-out",

"build",

"dist",

"pb2.py",

".pyi",

"protos",

"sdk/python/feast/embedded_go/lib"]

[dependency-groups]

dev = [

"pytest-xdist>=3.8.0",

]

[tool.uv]

conflicts = [

[

{ extra = "flink" },

{ extra = "ge" },

[

{ extra = "flink" },

{ extra = "ci" },

[

{ extra = "flink" },

{ extra = "dev" },

[

{ extra = "flink" },

{ extra = "docs" },

]

# Pixi configuration

[tool.pixi.workspace]

channels = ["conda-forge"]

platforms = ["linux-64", "osx-arm64", "osx-64"]

[tool.pixi.feature.py310.dependencies]

python = "~=3.10.0"

[tool.pixi.feature.duckdb-tests.pypi-dependencies]

feast = { path = ".", editable = true, extras = ["duckdb", "delta", "grpcio", "test"] }

[tool.pixi.feature.duckdb-tests.tasks]

install-delta-extension = "python -c \"import duckdb; duckdb.connect().install_extension('delta')\""

test = { depends-on = ["install-delta-extension"], cmd = "python -m pytest -n 8 --integration -m 'not ray_offline_stores_only' --ignore=sdk/python/tests/integration/offline_store/test_dqm_validation.py sdk/python/tests/integration/offline_store", env = { PYTHONPATH = ".", FULL_REPO_CONFIGS_MODULE = "sdk.python.tests.universal.feature_repos.duckdb_repo_configuration", FEAST_IS_LOCAL_TEST = "True" } }

[tool.pixi.feature.ray-tests.pypi-dependencies]

feast = { path = ".", editable = true, extras = ["ray", "grpcio", "test"] }

[tool.pixi.feature.ray-tests.tasks]

test-offline = { cmd = "python -m pytest -v --integration --ignore=sdk/python/tests/integration/offline_store/test_dqm_validation.py sdk/python/tests/integration/offline_store", env = { PYTHONPATH = ".", FULL_REPO_CONFIGS_MODULE = "sdk.python.tests.universal.feature_repos.ray_repo_configuration", FEAST_IS_LOCAL_TEST = "True" } }

test-compute = { cmd = "python -m pytest -v --integration sdk/python/tests/component/ray", env = { PYTHONPATH = ".", FEAST_IS_LOCAL_TEST = "True" } }

test-unit-compute-ray = { cmd = "python -m pytest -v sdk/python/tests/component/ray", env = { PYTHONPATH = ".", FEAST_IS_LOCAL_TEST = "True" } }

test = { depends-on = ["test-offline", "test-unit-compute-ray", "test-compute"] }

[tool.pixi.feature.registration-tests.pypi-dependencies]

feast = { path = ".", editable = true, extras = ["aws", "gcp", "grpcio", "postgres", "mysql", "redis", "snowflake", "spark", "test"] }

grpcio-testing = ">=1.56.2"

[tool.pixi.feature.registration-tests.tasks]

test = { cmd = "python -m pytest -n auto --dist loadgroup --integration sdk/python/tests/integration/registration", env = { PYTHONPATH = ".", FEAST_IS_LOCAL_TEST = "True" } }

test-ci = { cmd = "python -m pytest -n auto --dist loadgroup --integration sdk/python/tests/integration/registration", env = { PYTHONPATH = "." } }

[tool.pixi.environments]

duckdb-tests = ["py310", "duckdb-tests"]

ray-tests = ["py310", "ray-tests"]

registration-tests = ["py310", "registration-tests"]

[tool.coverage.run]

branch = true

source = ["feast"]

omit = [

"*/tests/*",

"*/protos/*",

"*_pb2.py",

"*_pb2_grpc.py",

"feast/embedded_go/*",

]

[tool.coverage.report]

show_missing = true

skip_covered = false

exclude_lines = [

"pragma: no cover",

"def __repr__",

"raise NotImplementedError",

"if TYPE_CHECKING:",

"pass$",

]

[tool.coverage.xml]

output = "coverage.xml"

feast/pyproject.toml at master · feast-dev/feast · GitHub

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