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setup.py
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setup.py
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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 copy
import glob
import json
import os
import pathlib
import re
import shutil
import subprocess
import sys
from distutils.cmd import Command
from distutils.dir_util import copy_tree
from pathlib import Path
from subprocess import CalledProcessError
from setuptools import find_packages, Extension
try:
from setuptools import setup
from setuptools.command.build_py import build_py
from setuptools.command.build_ext import build_ext as _build_ext
from setuptools.command.develop import develop
from setuptools.command.install import install
except ImportError:
from distutils.command.build_py import build_py
from distutils.command.build_ext import build_ext as _build_ext
from distutils.core import setup
NAME = "feast"
DESCRIPTION = "Python SDK for Feast"
URL = "https://github.com/feast-dev/feast"
AUTHOR = "Feast"
REQUIRES_PYTHON = ">=3.7.0"
REQUIRED = [
"click>=7.0.0,<8.0.2",
"colorama>=0.3.9,<1",
"dill==0.3.*",
"fastavro>=1.1.0,<2",
"google-api-core>=1.23.0,<3",
"googleapis-common-protos>=1.52.*,<2",
"grpcio>=1.34.0,<2",
"grpcio-reflection>=1.34.0,<2",
"Jinja2>=2,<4",
"jsonschema",
"mmh3",
"numpy<1.22,<2",
"pandas>=1,<2",
"pandavro==1.5.*",
"protobuf>=3.10,<3.20",
"proto-plus==1.20.*",
"pyarrow>=4,<7",
"pydantic>=1,<2",
"pygments==2.12.0",
"PyYAML>=5.4.*,<7",
"SQLAlchemy[mypy]>1,<2",
"tabulate==0.8.*",
"tenacity>=7,<9",
"toml==0.10.*",
"tqdm==4.*",
"typeguard",
"fastapi>=0.68.0,<1",
"uvicorn[standard]>=0.14.0,<1",
"tensorflow-metadata>=1.0.0,<2.0.0",
"dask>=2021.*,<2022.02.0",
]
GCP_REQUIRED = [
"google-cloud-bigquery>=2,<3",
"google-cloud-bigquery-storage >= 2.0.0,<3",
"google-cloud-datastore>=2.1.*,<3",
"google-cloud-storage>=1.34.*,<1.41",
"google-cloud-core>=1.4.0,<2.0.0",
]
REDIS_REQUIRED = [
"redis==4.2.2",
"hiredis>=2.0.0,<3",
]
AWS_REQUIRED = ["boto3>=1.17.0,<=1.20.23", "docker>=5.0.2", "s3fs>=0.4.0,<=2022.01.0"]
SNOWFLAKE_REQUIRED = [
"snowflake-connector-python[pandas]>=2.7.3,<=2.7.8",
]
SPARK_REQUIRED = [
"pyspark>=3.0.0,<4",
]
TRINO_REQUIRED = [
"trino>=0.305.0,<0.400.0",
]
POSTGRES_REQUIRED = [
"psycopg2-binary>=2.8.3,<3",
]
MYSQL_REQUIRED = [
"mysqlclient",
]
HBASE_REQUIRED = [
"happybase>=1.2.0,<3",
]
GE_REQUIRED = ["great_expectations>=0.14.0,<0.15.0"]
GO_REQUIRED = [
"cffi==1.15.*,<2",
]
CI_REQUIRED = (
[
"build",
"cryptography==35.0",
"flake8",
"black==19.10b0",
"isort>=5,<6",
"grpcio-tools==1.44.0",
"grpcio-testing==1.44.0",
"minio==7.1.0",
"mock==2.0.0",
"moto",
"mypy>=0.931",
"mypy-protobuf==3.1",
"avro==1.10.0",
"gcsfs>=0.4.0,<=2022.01.0",
"urllib3>=1.25.4,<2",
"psutil==5.9.0",
"pytest>=6.0.0,<8",
"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.*",
"pytest-mock==1.10.4",
"Sphinx!=4.0.0,<4.4.0",
"sphinx-rtd-theme",
"testcontainers>=3.5,<4",
"adlfs==0.5.9",
"firebase-admin==4.5.2",
"pre-commit",
"assertpy==1.1",
"pip-tools",
"pybindgen",
"types-protobuf",
"types-python-dateutil",
"types-pytz",
"types-PyYAML",
"types-redis",
"types-requests",
"types-setuptools",
"types-tabulate",
]
+ GCP_REQUIRED
+ REDIS_REQUIRED
+ AWS_REQUIRED
+ SNOWFLAKE_REQUIRED
+ SPARK_REQUIRED
+ POSTGRES_REQUIRED
+ MYSQL_REQUIRED
+ TRINO_REQUIRED
+ GE_REQUIRED
+ HBASE_REQUIRED
)
# rtd builds fail because of mysql not being installed in their environment.
# We can add mysql there, but it's not strictly needed. This will be faster for builds.
DOCS_REQUIRED = CI_REQUIRED.copy()
for _r in MYSQL_REQUIRED:
DOCS_REQUIRED.remove(_r)
DEV_REQUIRED = ["mypy-protobuf==3.1", "grpcio-testing==1.*"] + 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
PROTO_SUBDIRS = ["core", "serving", "types", "storage"]
PYTHON_CODE_PREFIX = "sdk/python"
class BuildPythonProtosCommand(Command):
description = "Builds the proto files into Python files."
user_options = [
("inplace", "i", "Write generated proto files to source directory."),
]
def initialize_options(self):
self.python_protoc = [
sys.executable,
"-m",
"grpc_tools.protoc",
] # find_executable("protoc")
self.proto_folder = os.path.join(repo_root, "protos")
self.sub_folders = PROTO_SUBDIRS
self.build_lib = None
self.inplace = 0
def finalize_options(self):
self.set_undefined_options("build", ("build_lib", "build_lib"))
@property
def python_folder(self):
if self.inplace:
return os.path.join(
os.path.dirname(__file__) or os.getcwd(), "sdk/python/feast/protos"
)
return os.path.join(self.build_lib, "feast/protos")
def _generate_python_protos(self, path: str):
proto_files = glob.glob(os.path.join(self.proto_folder, path))
Path(self.python_folder).mkdir(parents=True, exist_ok=True)
subprocess.check_call(
self.python_protoc
+ [
"-I",
self.proto_folder,
"--python_out",
self.python_folder,
"--grpc_python_out",
self.python_folder,
"--mypy_out",
self.python_folder,
]
+ proto_files
)
def run(self):
for sub_folder in self.sub_folders:
self._generate_python_protos(f"feast/{sub_folder}/*.proto")
# We need the __init__ files for each of the generated subdirs
# so that they are regular packages, and don't need the `--namespace-packages` flags
# when being typechecked using mypy.
with open(f"{self.python_folder}/feast/{sub_folder}/__init__.py", "w"):
pass
with open(f"{self.python_folder}/__init__.py", "w"):
pass
with open(f"{self.python_folder}/feast/__init__.py", "w"):
pass
for path in Path(self.python_folder).rglob("*.py"):
for folder in self.sub_folders:
# Read in the file
with open(path, "r") as file:
filedata = file.read()
# Replace the target string
filedata = filedata.replace(
f"from feast.{folder}", f"from feast.protos.feast.{folder}"
)
# Write the file out again
with open(path, "w") as file:
file.write(filedata)
def _generate_path_with_gopath():
go_path = subprocess.check_output(["go", "env", "GOPATH"]).decode("utf-8")
go_path = go_path.strip()
path_val = os.getenv("PATH")
path_val = f"{path_val}:{go_path}/bin"
return path_val
def _ensure_go_and_proto_toolchain():
try:
version = subprocess.check_output(["go", "version"])
except Exception as e:
raise RuntimeError("Unable to find go toolchain") from e
semver_string = re.search(r"go[\S]+", str(version)).group().lstrip("go")
parts = semver_string.split(".")
if not (int(parts[0]) >= 1 and int(parts[1]) >= 16):
raise RuntimeError(f"Go compiler too old; expected 1.16+ found {semver_string}")
path_val = _generate_path_with_gopath()
try:
subprocess.check_call(["protoc-gen-go", "--version"], env={"PATH": path_val})
subprocess.check_call(
["protoc-gen-go-grpc", "--version"], env={"PATH": path_val}
)
except Exception as e:
raise RuntimeError("Unable to find go/grpc extensions for protoc") from e
class BuildGoProtosCommand(Command):
description = "Builds the proto files into Go files."
user_options = []
def initialize_options(self):
self.go_protoc = [
sys.executable,
"-m",
"grpc_tools.protoc",
] # find_executable("protoc")
self.proto_folder = os.path.join(repo_root, "protos")
self.go_folder = os.path.join(repo_root, "go/protos")
self.sub_folders = PROTO_SUBDIRS
self.path_val = _generate_path_with_gopath()
def finalize_options(self):
pass
def _generate_go_protos(self, path: str):
proto_files = glob.glob(os.path.join(self.proto_folder, path))
try:
subprocess.check_call(
self.go_protoc
+ [
"-I",
self.proto_folder,
"--go_out",
self.go_folder,
"--go_opt=module=github.com/feast-dev/feast/go/protos",
"--go-grpc_out",
self.go_folder,
"--go-grpc_opt=module=github.com/feast-dev/feast/go/protos",
]
+ proto_files,
env={"PATH": self.path_val},
)
except CalledProcessError as e:
print(f"Stderr: {e.stderr}")
print(f"Stdout: {e.stdout}")
def run(self):
go_dir = Path(repo_root) / "go" / "protos"
go_dir.mkdir(exist_ok=True)
for sub_folder in self.sub_folders:
self._generate_go_protos(f"feast/{sub_folder}/*.proto")
class BuildCommand(build_py):
"""Custom build command."""
def run(self):
self.run_command("build_python_protos")
if os.getenv("COMPILE_GO", "false").lower() == "true":
_ensure_go_and_proto_toolchain()
self.run_command("build_go_protos")
self.run_command("build_ext")
build_py.run(self)
class DevelopCommand(develop):
"""Custom develop command."""
def run(self):
self.reinitialize_command("build_python_protos", inplace=1)
self.run_command("build_python_protos")
if os.getenv("COMPILE_GO", "false").lower() == "true":
_ensure_go_and_proto_toolchain()
self.run_command("build_go_protos")
develop.run(self)
class build_ext(_build_ext):
def finalize_options(self) -> None:
super().finalize_options()
if os.getenv("COMPILE_GO", "false").lower() == "false":
self.extensions = [e for e in self.extensions if not self._is_go_ext(e)]
def _is_go_ext(self, ext: Extension):
return any(
source.endswith(".go") or source.startswith("github")
for source in ext.sources
)
def build_extension(self, ext: Extension):
print(f"Building extension {ext}")
if not self._is_go_ext(ext):
# the base class may mutate `self.compiler`
compiler = copy.deepcopy(self.compiler)
self.compiler, compiler = compiler, self.compiler
try:
return _build_ext.build_extension(self, ext)
finally:
self.compiler, compiler = compiler, self.compiler
bin_path = _generate_path_with_gopath()
go_env = json.loads(
subprocess.check_output(["go", "env", "-json"]).decode("utf-8").strip()
)
destination = os.path.dirname(os.path.abspath(self.get_ext_fullpath(ext.name)))
subprocess.check_call(["go", "mod", "tidy"], env={"PATH": bin_path, **go_env})
subprocess.check_call(
[
"gopy",
"build",
"-output",
destination,
"-vm",
sys.executable,
"-no-make",
*ext.sources,
],
env={"PATH": bin_path, "CGO_LDFLAGS_ALLOW": ".*", **go_env,},
)
def copy_extensions_to_source(self):
build_py = self.get_finalized_command("build_py")
for ext in self.extensions:
fullname = self.get_ext_fullname(ext.name)
modpath = fullname.split(".")
package = ".".join(modpath[:-1])
package_dir = build_py.get_package_dir(package)
src_dir = dest_dir = package_dir
if src_dir.startswith(PYTHON_CODE_PREFIX):
src_dir = package_dir[len(PYTHON_CODE_PREFIX) :]
src_dir = src_dir.lstrip("/")
src_dir = os.path.join(self.build_lib, src_dir)
# copy whole directory
print(f"Copying from {src_dir} to {dest_dir}")
copy_tree(src_dir, dest_dir)
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,
# https://stackoverflow.com/questions/28509965/setuptools-development-requirements
# Install dev requirements with: pip install -e .[dev]
extras_require={
"dev": DEV_REQUIRED,
"ci": CI_REQUIRED,
"gcp": GCP_REQUIRED,
"aws": AWS_REQUIRED,
"redis": REDIS_REQUIRED,
"snowflake": SNOWFLAKE_REQUIRED,
"spark": SPARK_REQUIRED,
"trino": TRINO_REQUIRED,
"postgres": POSTGRES_REQUIRED,
"mysql": MYSQL_REQUIRED,
"ge": GE_REQUIRED,
"hbase": HBASE_REQUIRED,
"go": GO_REQUIRED,
"docs": DOCS_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 :: 3.7",
],
entry_points={"console_scripts": ["feast=feast.cli:cli"]},
use_scm_version=use_scm_version,
setup_requires=[
"setuptools_scm",
"grpcio",
"grpcio-tools==1.44.0",
"mypy-protobuf==3.1",
"pybindgen==0.22.0",
"sphinx!=4.0.0",
],
cmdclass={
"build_python_protos": BuildPythonProtosCommand,
"build_go_protos": BuildGoProtosCommand,
"build_py": BuildCommand,
"develop": DevelopCommand,
"build_ext": build_ext,
},
ext_modules=[
Extension(
"feast.embedded_go.lib._embedded",
["github.com/feast-dev/feast/go/embedded"],
)
],
)