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264 lines (251 loc) · 7.08 KB
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[project]
name = "feast"
description = "Python SDK for Feast"
readme = "README.md"
requires-python = ">=3.10.0"
license = {file = "LICENSE"}
classifiers = [
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10"
]
dynamic = [
"version",
]
dependencies = [
"click>=7.0.0,<9.0.0",
"colorama>=0.3.9,<1",
"dill~=0.3.0",
"protobuf>=4.24.0",
"Jinja2>=2,<4",
"jsonschema",
"mmh3",
"numpy>=2.0.0,<3",
"pandas>=1.4.3,<3",
"pyarrow<=21.0.0",
"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",
"uvicorn[standard]>=0.30.6,<=0.34.0",
"uvicorn-worker",
"gunicorn; platform_system != 'Windows'",
"dask[dataframe]>=2024.2.1",
"prometheus_client",
"psutil",
"bigtree>=0.19.2",
"pyjwt",
]
[project.optional-dependencies]
aws = ["boto3==1.38.27", "fsspec<=2024.9.0", "aiobotocore>2,<3"]
azure = [
"azure-storage-blob>=0.37.0",
"azure-identity>=1.6.1",
"SQLAlchemy>=1.4.19",
"pyodbc>=4.0.30",
"pymssql<2.3.3"
]
cassandra = ["cassandra-driver>=3.24.0,<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]>=9.0.0,<=9.5.0"]
elasticsearch = ["elasticsearch>=8.13.0"]
faiss = ["faiss-cpu>=1.7.0,<=1.10.0"]
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<=2024.9.0",
]
ge = ["great_expectations>=0.15.41,<1"]
go = ["cffi>=1.15.0"]
grpcio = [
"grpcio>=1.56.2,<=1.62.3",
"grpcio-reflection>=1.56.2,<=1.62.3",
"grpcio-health-checking>=1.56.2,<=1.62.3",
]
hazelcast = ["hazelcast-python-client>=5.1"]
hbase = ["happybase>=1.2.0,<3"]
ibis = [
"ibis-framework>=9.0.0,<=9.5.0",
"ibis-substrait>=4.0.0",
"poetry-core<2",
"poetry-dynamic-versioning",
]
ikv = [
"ikvpy>=0.0.36",
]
k8s = ["kubernetes"]
image = [
"feast[pytorch]",
"timm>=0.6.0",
"Pillow>=8.0.0",
"scikit-learn>=1.0.0",
]
milvus = [
"pymilvus==2.4.9",
"milvus-lite==2.4.12",
"feast[setuptools]"
]
mssql = ["ibis-framework[mssql]>=9.0.0,<=9.5.0"]
mysql = ["pymysql", "types-PyMySQL"]
opentelemetry = ["prometheus_client", "psutil"]
spark = ["pyspark>=4.0.0"]
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",
]
ray = [
'ray>=2.47.0; python_version == "3.10"',
'codeflare-sdk>=0.31.1; python_version > "3.10"'
]
redis = [
"redis>=4.2.2,<5",
"hiredis>=2.0.0,<3",
]
singlestore = ["singlestoredb<1.8.0"]
snowflake = [
"snowflake-connector-python[pandas]>=3.7,<4",
]
sqlite_vec = ["sqlite-vec==v0.1.6"]
mcp = ["fastapi_mcp"]
ci = [
"build",
"virtualenv==20.23.0",
"cryptography>=43.0,<44",
"ruff>=0.8.0",
"mypy-protobuf>=3.1",
"grpcio-tools>=1.56.2,<=1.62.3",
"grpcio-testing>=1.56.2,<=1.62.3",
# FastAPI does not correctly pull starlette dependency on httpx see thread(https://github.com/tiangolo/fastapi/issues/5656).
"httpx==0.27.2",
"minio==7.2.11",
"mock==2.0.0",
"moto<5",
"mypy>=1.4.1,<1.11.3",
"urllib3>=1.25.4,<3",
"psutil==5.9.0",
"py>=1.11.0", # https://github.com/pytest-dev/pytest/issues/10420
"pytest>=6.0.0,<8",
"pytest-asyncio<=0.24.0",
"pytest-cov",
"pytest-xdist",
"pytest-benchmark>=3.4.1,<4",
"pytest-lazy-fixture==0.6.3",
"pytest-timeout==1.4.2",
"pytest-ordering~=0.6.0",
"pytest-mock==1.10.4",
"pytest-env",
"Sphinx>4.0.0,<7",
"sqlglot[rs]>=23.4",
"testcontainers==4.9.0",
"python-keycloak==4.2.2",
"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",
"virtualenv<20.24.2",
"feast[aws, azure, cassandra, clickhouse, couchbase, delta, docling, duckdb, elasticsearch, faiss, gcp, ge, go, grpcio, hazelcast, hbase, ibis, ikv, image, k8s, mcp, milvus, mssql, mysql, opentelemetry, spark, trino, postgres, pytorch, qdrant, rag, ray, redis, singlestore, snowflake, sqlite_vec]"
]
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",
]
[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.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"]