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# Copyright 2019 The Feast Authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import glob
import os
import pathlib
import re
import shutil
import subprocess
from subprocess import CalledProcessError
import sys
from pathlib import Path
from setuptools import find_packages, setup, Command
NAME = "feast"
DESCRIPTION = "Python SDK for Feast"
URL = "https://github.com/feast-dev/feast"
AUTHOR = "Feast"
REQUIRES_PYTHON = ">=3.10.0"
REQUIRED = [
"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>=2.0.0",
"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",
]
GCP_REQUIRED = [
"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",
]
REDIS_REQUIRED = [
"redis>=4.2.2,<5",
"hiredis>=2.0.0,<3",
]
AWS_REQUIRED = ["boto3==1.38.27", "fsspec<=2024.9.0", "aiobotocore>2,<3"]
KUBERNETES_REQUIRED = ["kubernetes"]
SNOWFLAKE_REQUIRED = [
"snowflake-connector-python[pandas]>=3.7,<4",
]
SPARK_REQUIRED = [
"pyspark>=4.0.0",
]
SQLITE_VEC_REQUIRED = [
"sqlite-vec==v0.1.6",
]
TRINO_REQUIRED = ["trino>=0.305.0,<0.400.0", "regex"]
POSTGRES_REQUIRED = [
"psycopg[binary,pool]>=3.0.0,<4",
]
POSTGRES_C_REQUIRED = [
"psycopg[c,pool]>=3.0.0,<4",
]
OPENTELEMETRY = ["prometheus_client", "psutil"]
MYSQL_REQUIRED = ["pymysql", "types-PyMySQL"]
HBASE_REQUIRED = [
"happybase>=1.2.0,<3",
]
CASSANDRA_REQUIRED = [
"cassandra-driver>=3.24.0,<4",
]
GE_REQUIRED = ["great_expectations>=0.15.41,<1"]
AZURE_REQUIRED = [
"azure-storage-blob>=0.37.0",
"azure-identity>=1.6.1",
"SQLAlchemy>=1.4.19",
"pyodbc>=4.0.30",
"pymssql",
]
IKV_REQUIRED = [
"ikvpy>=0.0.36",
]
HAZELCAST_REQUIRED = [
"hazelcast-python-client>=5.1",
]
IBIS_REQUIRED = [
"ibis-framework>=9.0.0,<10",
"ibis-substrait>=4.0.0",
]
GRPCIO_REQUIRED = [
"grpcio>=1.56.2,<=1.62.3",
"grpcio-reflection>=1.56.2,<=1.62.3",
"grpcio-health-checking>=1.56.2,<=1.62.3",
]
DUCKDB_REQUIRED = ["ibis-framework[duckdb]>=9.0.0,<10"]
DELTA_REQUIRED = ["deltalake<1.0.0"]
DOCLING_REQUIRED = ["docling>=2.23.0"]
ELASTICSEARCH_REQUIRED = ["elasticsearch>=8.13.0"]
SINGLESTORE_REQUIRED = ["singlestoredb<1.8.0"]
COUCHBASE_REQUIRED = [
"couchbase==4.3.2",
"couchbase-columnar==1.0.0"
]
MSSQL_REQUIRED = ["ibis-framework[mssql]>=9.0.0,<10"]
FAISS_REQUIRED = ["faiss-cpu>=1.7.0,<=1.10.0"]
QDRANT_REQUIRED = ["qdrant-client>=1.12.0"]
GO_REQUIRED = ["cffi>=1.15.0"]
MILVUS_REQUIRED = ["pymilvus"]
TORCH_REQUIRED = [
"torch>=2.7.0",
"torchvision>=0.22.1",
]
CLICKHOUSE_REQUIRED = ["clickhouse-connect>=0.7.19"]
MCP_REQUIRED = ["fastapi_mcp"]
RAG_REQUIRED = [
"transformers>=4.36.0",
"datasets>=3.6.0",
]
IMAGE_REQUIRED = [
"timm>=0.6.0",
"Pillow>=8.0.0",
"scikit-learn>=1.0.0",
] + TORCH_REQUIRED
RAY_REQUIRED = [
"ray>=2.47.0; python_version == '3.10'",
'codeflare-sdk>=0.31.1; python_version != "3.10"',
]
CI_REQUIRED = (
[
"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==4.2.14",
"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",
"testcontainers==4.9.0",
"python-keycloak==4.2.2",
"pre-commit<3.3.2",
"assertpy==1.1",
"pip-tools",
"pybindgen",
"types-protobuf~=3.19.22",
"types-python-dateutil",
"types-pytz",
"types-PyYAML",
"types-redis",
"types-requests<2.31.0",
"types-setuptools",
"types-tabulate",
"virtualenv<20.24.2",
]
+ GCP_REQUIRED
+ REDIS_REQUIRED
+ AWS_REQUIRED
+ KUBERNETES_REQUIRED
+ SNOWFLAKE_REQUIRED
+ SPARK_REQUIRED
+ POSTGRES_REQUIRED
+ MYSQL_REQUIRED
+ TRINO_REQUIRED
+ GE_REQUIRED
+ HBASE_REQUIRED
+ CASSANDRA_REQUIRED
+ AZURE_REQUIRED
+ HAZELCAST_REQUIRED
+ IBIS_REQUIRED
+ GRPCIO_REQUIRED
+ DUCKDB_REQUIRED
+ DELTA_REQUIRED
+ ELASTICSEARCH_REQUIRED
+ SQLITE_VEC_REQUIRED
+ SINGLESTORE_REQUIRED
+ COUCHBASE_REQUIRED
+ OPENTELEMETRY
+ FAISS_REQUIRED
+ QDRANT_REQUIRED
+ MILVUS_REQUIRED
+ DOCLING_REQUIRED
+ TORCH_REQUIRED
+ CLICKHOUSE_REQUIRED
+ MCP_REQUIRED
+ RAG_REQUIRED
+ IMAGE_REQUIRED
+ RAY_REQUIRED
)
MINIMAL_REQUIRED = (
GCP_REQUIRED
+ AWS_REQUIRED
+ REDIS_REQUIRED
+ KUBERNETES_REQUIRED
+ SNOWFLAKE_REQUIRED
+ POSTGRES_C_REQUIRED
+ MYSQL_REQUIRED
+ GO_REQUIRED
+ GRPCIO_REQUIRED
+ DUCKDB_REQUIRED
+ OPENTELEMETRY
+ MILVUS_REQUIRED
)
NLP_REQUIRED = (
DOCLING_REQUIRED
+ MILVUS_REQUIRED
+ TORCH_REQUIRED
+ RAG_REQUIRED
+ IMAGE_REQUIRED
)
DOCS_REQUIRED = CI_REQUIRED
DEV_REQUIRED = CI_REQUIRED
# Get git repo root directory
repo_root = str(pathlib.Path(__file__).resolve().parent)
# README file from Feast repo root directory
README_FILE = os.path.join(repo_root, "README.md")
with open(README_FILE, "r", encoding="utf8") as f:
LONG_DESCRIPTION = f.read()
# 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 = re.compile(
r"^(?:[\/\w-]+)?(?P<version>[vV]?\d+(?:\.\d+){0,2}[^\+]*)(?:\+.*)?$"
)
# Only set use_scm_version if git executable exists (setting this variable causes pip to use git under the hood)
if shutil.which("git"):
use_scm_version = {"root": ".", "relative_to": __file__, "tag_regex": TAG_REGEX}
else:
use_scm_version = None
PYTHON_CODE_PREFIX = "sdk/python"
setup(
name=NAME,
author=AUTHOR,
description=DESCRIPTION,
long_description=LONG_DESCRIPTION,
long_description_content_type="text/markdown",
python_requires=REQUIRES_PYTHON,
url=URL,
packages=find_packages(
where=PYTHON_CODE_PREFIX, exclude=("java", "infra", "sdk/python/tests", "ui")
),
package_dir={"": PYTHON_CODE_PREFIX},
install_requires=REQUIRED,
extras_require={
"dev": DEV_REQUIRED,
"ci": CI_REQUIRED,
"minimal": MINIMAL_REQUIRED,
"gcp": GCP_REQUIRED,
"aws": AWS_REQUIRED,
"k8s": KUBERNETES_REQUIRED,
"redis": REDIS_REQUIRED,
"snowflake": SNOWFLAKE_REQUIRED,
"spark": SPARK_REQUIRED,
"trino": TRINO_REQUIRED,
"postgres": POSTGRES_REQUIRED,
"postgres-c": POSTGRES_C_REQUIRED,
"azure": AZURE_REQUIRED,
"mysql": MYSQL_REQUIRED,
"mssql": MSSQL_REQUIRED,
"ge": GE_REQUIRED,
"hbase": HBASE_REQUIRED,
"docs": DOCS_REQUIRED,
"cassandra": CASSANDRA_REQUIRED,
"hazelcast": HAZELCAST_REQUIRED,
"grpcio": GRPCIO_REQUIRED,
"ibis": IBIS_REQUIRED,
"duckdb": DUCKDB_REQUIRED,
"ikv": IKV_REQUIRED,
"delta": DELTA_REQUIRED,
"elasticsearch": ELASTICSEARCH_REQUIRED,
"sqlite_vec": SQLITE_VEC_REQUIRED,
"singlestore": SINGLESTORE_REQUIRED,
"couchbase": COUCHBASE_REQUIRED,
"opentelemetry": OPENTELEMETRY,
"faiss": FAISS_REQUIRED,
"qdrant": QDRANT_REQUIRED,
"go": GO_REQUIRED,
"milvus": MILVUS_REQUIRED,
"docling": DOCLING_REQUIRED,
"pytorch": TORCH_REQUIRED,
"nlp": NLP_REQUIRED,
"clickhouse": CLICKHOUSE_REQUIRED,
"mcp": MCP_REQUIRED,
"rag": RAG_REQUIRED,
"image": IMAGE_REQUIRED,
"ray": RAY_REQUIRED,
},
include_package_data=True,
license="Apache",
classifiers=[
# Trove classifiers
# Full list: https://pypi.python.org/pypi?%3Aaction=list_classifiers
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
],
entry_points={"console_scripts": ["feast=feast.cli.cli:cli"]},
use_scm_version=use_scm_version,
setup_requires=[
"pybindgen==0.22.0", # TODO do we need this?
"setuptools_scm>=6.2", # TODO do we need this?
],
)