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setup.py
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setup.py
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###############################
### EvaDB PACKAGAGING
###############################
import io
import os
# to read contents of README file
from pathlib import Path
from typing import Dict
from setuptools import find_packages, setup
from setuptools.command.install import install
from subprocess import check_call
this_directory = Path(__file__).parent
LONG_DESCRIPTION = (this_directory / "README.md").read_text()
DESCRIPTION = "EvaDB AI-Relational Database System"
NAME = "evadb"
AUTHOR = "Georgia Tech Database Group"
AUTHOR_EMAIL = "[email protected]"
URL = "https://github.com/georgia-tech-db/eva"
# Check Python version
# import sys
# if sys.version_info < (3, 8):
# sys.exit("Python 3.8 or later is required.")
def read(path, encoding="utf-8"):
path = os.path.join(os.path.dirname(__file__), path)
with io.open(path, encoding=encoding) as fp:
return fp.read()
# version.py defines the VERSION and VERSION_SHORT variables
VERSION_DICT: Dict[str, str] = {}
with open("evadb/version.py", "r") as version_file:
exec(version_file.read(), VERSION_DICT)
DOWNLOAD_URL = "https://github.com/georgia-tech-db/eva"
LICENSE = "Apache License 2.0"
VERSION = VERSION_DICT["VERSION"]
minimal_requirements = [
"numpy>=1.19.5",
"pandas>=1.1.5",
"sqlalchemy>=2.0.0",
"sqlalchemy-utils>=0.36.6",
"lark>=1.0.0",
"pyyaml>=5.1",
"aenum>=2.2.0",
"diskcache>=5.4.0",
"retry>=0.9.2",
"pydantic<2", # ray-project/ray#37019.
"psutil",
"thefuzz",
]
vision_libs = [
"torch>=1.10.0",
"torchvision>=0.11.1",
"transformers", # HUGGINGFACE
"faiss-cpu", # DEFAULT VECTOR INDEX
"opencv-python-headless>=4.6.0.66",
"Pillow>=8.4.0",
"eva-decord>=0.6.1", # VIDEO PROCESSING
"ultralytics>=8.0.93", # OBJECT DETECTION
"timm>=0.6.13", # HUGGINGFACE VISION TASKS
"sentencepiece", # TRANSFORMERS
]
document_libs = [
"transformers", # HUGGINGFACE
"langchain", # DATA LOADERS
"faiss-cpu", # DEFAULT VECTOR INDEX
"pymupdf<1.23.0", # pymupdf/PyMuPDF#2617 and pymupdf/PyMuPDF#2614
"pdfminer.six",
"sentence-transformers",
"protobuf",
"bs4",
"openai>=1.0", # CHATGPT
"gpt4all", # PRIVATE GPT
"sentencepiece", # TRANSFORMERS
]
function_libs = [
"facenet-pytorch>=2.5.2", # FACE DETECTION
"pytube", # YOUTUBE QA APP
"youtube-transcript-api", # YOUTUBE QA APP
"boto3", # AWS
"norfair>=2.2.0", # OBJECT TRACKING
"kornia", # SIFT FEATURES
]
ray_libs = [
"ray>=1.13.0,<2.5.0", # BREAKING CHANGES IN 2.5.0
]
notebook_libs = [
"ipython<8.13.0",
"ipywidgets>=7.7.2",
"matplotlib>=3.3.4",
"nbmake>=1.2.1",
"nest-asyncio>=1.5.6",
]
qdrant_libs = ["qdrant_client"] # cannot install on 3.11 due to grcpio
pinecone_libs = ["pinecone-client"]
chromadb_libs = ["chromadb"]
milvus_libs = ["pymilvus>=2.3.0"]
postgres_libs = [
"psycopg2",
]
ludwig_libs = ["ludwig[hyperopt,distributed]"] # MODEL TRAIN AND FINE TUNING
sklearn_libs = ["scikit-learn"]
xgboost_libs = ["flaml[automl]"]
forecasting_libs = [
"statsforecast", # MODEL TRAIN AND FINE TUNING
"neuralforecast", # MODEL TRAIN AND FINE TUNING
]
imagegen_libs = [
"replicate"
]
### NEEDED FOR DEVELOPER TESTING ONLY
dev_libs = [
# TESTING PACKAGES
"pytest>=6.1.2",
"pytest-cov>=2.11.1",
"mock",
"coveralls>=3.0.1",
"moto[s3]>=4.1.1",
"pytest-testmon",
# BENCHMARK PACKAGES
"pytest-benchmark",
# LINTING PACKAGES
"codespell",
"pylint",
"black>=23.1.0",
"isort>=5.10.1",
"flake8>=3.9.1",
# DISTRIBUTION PACKAGES
"wheel>=0.37.1",
"semantic_version",
"PyGithub",
"twine",
"PyDriller",
]
INSTALL_REQUIRES = minimal_requirements
EXTRA_REQUIRES = {
"ray": ray_libs,
"vision": vision_libs,
"document": document_libs,
"function": function_libs,
"notebook": notebook_libs,
"qdrant": qdrant_libs,
"pinecone": pinecone_libs,
"chromadb": chromadb_libs,
"milvus": milvus_libs,
"postgres": postgres_libs,
"ludwig": ludwig_libs,
"sklearn": sklearn_libs,
"xgboost": xgboost_libs,
"forecasting": forecasting_libs,
# everything except ray, qdrant, ludwig and postgres. The first three fail on pyhton 3.11.
"dev": dev_libs + vision_libs + document_libs + function_libs + notebook_libs + forecasting_libs + sklearn_libs + imagegen_libs + xgboost_libs
}
setup(
name=NAME,
version=VERSION,
description=DESCRIPTION,
long_description=LONG_DESCRIPTION,
long_description_content_type="text/markdown",
author=AUTHOR,
author_email=AUTHOR_EMAIL,
url=URL,
download_url=DOWNLOAD_URL,
license=LICENSE,
classifiers=[
"Development Status :: 5 - Production/Stable",
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
# "Programming Language :: Python :: 3.11",
],
packages=find_packages(exclude=["tests", "tests.*"]),
# https://python-packaging.readthedocs.io/en/latest/command-line-scripts.html#the-console-scripts-entry-point
entry_points={
"console_scripts": [
"evadb_server=evadb.evadb_server:main",
"evadb_client=evadb.evadb_cmd_client:main",
]
},
python_requires=">=3.8",
install_requires=INSTALL_REQUIRES,
extras_require=EXTRA_REQUIRES,
include_package_data=True,
package_data={
"evadb": [
"evadb.yml",
"parser/evadb.lark",
"third_party/databases/**/requirements.txt",
]
},
)