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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>=10.0.0"
,
]
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]>=10.0.0"
]
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]>=10.0.0"
]
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>2.5"
,
"milvus-lite==2.4.12"
,
"setuptools>=60,<81"
]
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>=2.6.0,<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
"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?
],
)
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