# 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?

],

)