b6b70d1ba0
* temp * add batch * fix style * update package name * fix style * add workflow * use temp version to run uts * trigger performance test * trigger win igpu perf * revert workflow & setup
358 lines
12 KiB
Python
358 lines
12 KiB
Python
#!/usr/bin/env python
|
||
|
||
#
|
||
# Copyright 2016 The BigDL 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
|
||
#
|
||
# http://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.
|
||
#
|
||
|
||
# >> Usage:
|
||
#
|
||
# >>>> Build for the current platform:
|
||
# python setup.py clean --all bdist_wheel
|
||
# >>>> Windows:
|
||
# python setup.py clean --all bdist_wheel --win
|
||
# >>>> Linux：
|
||
# python setup.py clean --all bdist_wheel --linux
|
||
|
||
import fnmatch
|
||
import os
|
||
import platform
|
||
import shutil
|
||
import sys
|
||
import urllib.request
|
||
import requests
|
||
import re
|
||
import glob
|
||
import copy
|
||
|
||
from setuptools import setup
|
||
|
||
long_description = '''
|
||
IPEX-LLM is a PyTorch library for running LLM on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max) with very low latency
|
||
'''
|
||
|
||
exclude_patterns = ["*__pycache__*", "*ipynb_checkpoints*"]
|
||
IPEX_LLM_PYTHON_HOME = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
|
||
VERSION = open(os.path.join(IPEX_LLM_PYTHON_HOME,
|
||
'./llm/version.txt'), 'r').read().strip()
|
||
CORE_XE_VERSION = VERSION.replace("2.1.0", "2.5.0")
|
||
llm_home = os.path.join(os.path.dirname(os.path.abspath(__file__)), "src")
|
||
github_artifact_dir = os.path.join(llm_home, '../llm-binary')
|
||
libs_dir = os.path.join(llm_home, "ipex_llm", "libs")
|
||
|
||
cpu_torch_version = ["torch==2.1.2+cpu;platform_system=='Linux'", "torch==2.1.2;platform_system=='Windows'"]
|
||
CONVERT_DEP = ['numpy == 1.26.4', # lastet 2.0.0b1 will cause error
|
||
'transformers == 4.36.2', 'sentencepiece', 'tokenizers == 0.15.2',
|
||
# TODO: Support accelerate 0.22.0
|
||
'accelerate == 0.21.0', 'tabulate'] + cpu_torch_version
|
||
|
||
SERVING_DEP = ['fschat[model_worker, webui] == 0.2.36', 'protobuf']
|
||
windows_binarys = [
|
||
"llama.dll",
|
||
"gptneox.dll",
|
||
"bloom.dll",
|
||
"starcoder.dll",
|
||
"llama-api.dll",
|
||
"gptneox-api.dll",
|
||
"bloom-api.dll",
|
||
"starcoder-api.dll",
|
||
"quantize-llama.exe",
|
||
"quantize-gptneox.exe",
|
||
"quantize-bloom.exe",
|
||
"quantize-starcoder.exe",
|
||
"main-llama.exe",
|
||
"main-gptneox.exe",
|
||
"main-bloom.exe",
|
||
"main-starcoder.exe",
|
||
"libllama_vnni.dll",
|
||
"libgptneox_vnni.dll",
|
||
"libbloom_vnni.dll",
|
||
"libstarcoder_vnni.dll",
|
||
"libllama_avx.dll",
|
||
"libgptneox_avx.dll",
|
||
"libbloom_avx.dll",
|
||
"libstarcoder_avx.dll",
|
||
"quantize-llama_vnni.exe",
|
||
"quantize-gptneox_vnni.exe",
|
||
"quantize-bloom_vnni.exe",
|
||
"quantize-starcoder_vnni.exe",
|
||
|
||
"main-chatglm_vnni.exe",
|
||
"chatglm_C.cp39-win_amd64.pyd",
|
||
"chatglm_C.cp310-win_amd64.pyd",
|
||
"chatglm_C.cp311-win_amd64.pyd"
|
||
]
|
||
linux_binarys = [
|
||
"libllama_avx.so",
|
||
"libgptneox_avx.so",
|
||
"libbloom_avx.so",
|
||
"libstarcoder_avx.so",
|
||
"libllama_avx2.so",
|
||
"libgptneox_avx2.so",
|
||
"libbloom_avx2.so",
|
||
"libstarcoder_avx2.so",
|
||
"libllama_avxvnni.so",
|
||
"libgptneox_avxvnni.so",
|
||
"libbloom_avxvnni.so",
|
||
"libstarcoder_avxvnni.so",
|
||
"libllama_avx512.so",
|
||
"libgptneox_avx512.so",
|
||
"libbloom_avx512.so",
|
||
"libstarcoder_avx512.so",
|
||
"libllama_amx.so",
|
||
"libgptneox_amx.so",
|
||
"libbloom_amx.so",
|
||
"libstarcoder_amx.so",
|
||
"quantize-llama",
|
||
"quantize-gptneox",
|
||
"quantize-bloom",
|
||
"quantize-starcoder",
|
||
"libllama-api.so",
|
||
"libgptneox-api.so",
|
||
"libbloom-api.so",
|
||
"libstarcoder-api.so",
|
||
"main-llama",
|
||
"main-gptneox",
|
||
"main-bloom",
|
||
"main-starcoder",
|
||
|
||
"main-chatglm_vnni",
|
||
"main-chatglm_amx",
|
||
"chatglm_C.cpython-39-x86_64-linux-gnu.so",
|
||
"chatglm_C.cpython-310-x86_64-linux-gnu.so",
|
||
"chatglm_C.cpython-311-x86_64-linux-gnu.so"
|
||
]
|
||
|
||
ext_lib_urls = [
|
||
"https://github.com/analytics-zoo/jemalloc/releases/download/v5.3.0/libjemalloc.so",
|
||
"https://github.com/analytics-zoo/tcmalloc/releases/download/v2.10/libtcmalloc.so"
|
||
]
|
||
|
||
ext_libs = [
|
||
"libjemalloc.so",
|
||
"libtcmalloc.so"
|
||
]
|
||
|
||
|
||
|
||
def get_llm_packages():
|
||
llm_packages = []
|
||
for dirpath, _, _ in os.walk(os.path.join(llm_home, "ipex_llm")):
|
||
print(dirpath)
|
||
package = dirpath.split(llm_home + os.sep)[1].replace(os.sep, '.')
|
||
if any(fnmatch.fnmatchcase(package, pat=pattern)
|
||
for pattern in exclude_patterns):
|
||
print("excluding", package)
|
||
else:
|
||
llm_packages.append(package)
|
||
print("including", package)
|
||
return llm_packages
|
||
|
||
|
||
def obtain_lib_urls():
|
||
base_url = "https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/"
|
||
|
||
def get_date_urls(base_url):
|
||
# obtain all urls based on date(format: xxxx-xx-xx)
|
||
text = ''
|
||
try:
|
||
text = requests.get(base_url).text
|
||
except Exception as e:
|
||
print("error - > ", base_url, e)
|
||
pass
|
||
reg = "https://sourceforge.net/projects/analytics-zoo/files/bigdl-llm/[0-9]{4}-[0-9]{1,2}-[0-9]{1,2}/"
|
||
urls = re.findall(reg, text)
|
||
return urls
|
||
|
||
def get_urls_for_binary(date_urls, binarys):
|
||
# Sort by time from near to far
|
||
date_urls = sorted(date_urls, reverse=True)
|
||
binary_url = {}
|
||
download_num = len(binarys)
|
||
for url in date_urls:
|
||
try:
|
||
text = requests.get(url).text
|
||
except Exception as e:
|
||
print("error - > ", url, e)
|
||
continue
|
||
for binary in binarys:
|
||
if binary in binary_url:
|
||
continue
|
||
# Filename hard matching
|
||
match_pattern = "\"name\":\"{}\"".format(binary)
|
||
if match_pattern in text:
|
||
lib_url = url + binary
|
||
binary_url[binary] = lib_url
|
||
download_num -= 1
|
||
if download_num == 0:
|
||
break
|
||
if download_num == 0:
|
||
break
|
||
return binary_url
|
||
|
||
lib_urls = {}
|
||
date_urls = get_date_urls(base_url)
|
||
windows_binary_urls = get_urls_for_binary(date_urls, windows_binarys)
|
||
lib_urls["Windows"] = list(windows_binary_urls.values())
|
||
linux_binary_urls = get_urls_for_binary(date_urls, linux_binarys)
|
||
lib_urls["Linux"] = list(linux_binary_urls.values()) + ext_lib_urls
|
||
return lib_urls
|
||
|
||
|
||
def download_libs(url: str, change_permission=False):
|
||
libso_file_name = url.split('/')[-1]
|
||
libso_file = os.path.join(libs_dir, libso_file_name)
|
||
if not os.path.exists(libso_file):
|
||
print(">> Downloading from ", url)
|
||
urllib.request.urlretrieve(url, libso_file)
|
||
else:
|
||
print('>> Skip downloading ', libso_file)
|
||
if change_permission:
|
||
os.chmod(libso_file, 0o775)
|
||
|
||
|
||
def setup_package():
|
||
package_data = {}
|
||
package_data["Windows"] = list(map(lambda x: os.path.join('libs', x),
|
||
windows_binarys))
|
||
package_data["Linux"] = list(map(lambda x: os.path.join('libs', x),
|
||
linux_binarys + ext_libs))
|
||
platform_name = None
|
||
if "--win" in sys.argv:
|
||
platform_name = "Windows"
|
||
sys.argv.remove("--win")
|
||
if "--linux" in sys.argv:
|
||
platform_name = "Linux"
|
||
sys.argv.remove("--linux")
|
||
|
||
if platform_name is None:
|
||
if platform.platform().startswith('Windows'):
|
||
platform_name = "Windows"
|
||
else:
|
||
platform_name = "Linux"
|
||
|
||
change_permission = True if platform_name == "Linux" else False
|
||
|
||
# Delete legacy libs
|
||
if os.path.exists(libs_dir):
|
||
print(f"Deleting existing libs_dir {libs_dir} ....")
|
||
shutil.rmtree(libs_dir)
|
||
os.makedirs(libs_dir, exist_ok=True)
|
||
open(os.path.join(libs_dir, "__init__.py"), 'w').close()
|
||
|
||
# copy built files for github workflow
|
||
for built_file in glob.glob(os.path.join(github_artifact_dir, '*')):
|
||
print(f'Copy workflow built file: {built_file}')
|
||
if change_permission:
|
||
os.chmod(built_file, 0o775)
|
||
shutil.copy(built_file, libs_dir)
|
||
|
||
lib_urls = obtain_lib_urls()
|
||
|
||
for url in lib_urls[platform_name]:
|
||
download_libs(url, change_permission=change_permission)
|
||
|
||
# Check if all package files are ready
|
||
for file in package_data[platform_name]:
|
||
file_path = os.path.join(libs_dir, os.path.basename(file))
|
||
if not os.path.exists(file_path):
|
||
print(f'Could not find package dependency file: {file_path}')
|
||
raise FileNotFoundError(
|
||
f'Could not find package dependency file: {file_path}')
|
||
|
||
all_requires = ['py-cpuinfo', 'protobuf',
|
||
"intel-openmp; (platform_machine=='x86_64' or platform_machine == 'AMD64')",
|
||
'mpmath==1.3.0' # fix AttributeError: module 'mpmath' has no attribute 'rational'
|
||
]
|
||
all_requires += CONVERT_DEP
|
||
|
||
# Add internal requires for llama-index
|
||
llama_index_requires = copy.deepcopy(all_requires)
|
||
for exclude_require in cpu_torch_version:
|
||
llama_index_requires.remove(exclude_require)
|
||
llama_index_requires += ["setuptools<70.0.0"]
|
||
llama_index_requires += ["torch<2.2.0",
|
||
"sentence-transformers~=2.6.1"]
|
||
|
||
|
||
oneapi_2024_0_requires = ["dpcpp-cpp-rt==2024.0.2;platform_system=='Windows'",
|
||
"mkl-dpcpp==2024.0.0;platform_system=='Windows'",
|
||
"onednn==2024.0.0;platform_system=='Windows'"]
|
||
# Linux install with --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
|
||
xpu_21_requires = copy.deepcopy(all_requires)
|
||
for exclude_require in cpu_torch_version:
|
||
xpu_21_requires.remove(exclude_require)
|
||
xpu_21_requires += ["setuptools<70.0.0"]
|
||
xpu_21_requires += ["torch==2.1.0a0",
|
||
"torchvision==0.16.0a0",
|
||
"intel_extension_for_pytorch==2.1.10+xpu",
|
||
"bigdl-core-xe-21==" + CORE_XE_VERSION,
|
||
"bigdl-core-xe-batch-21==" + CORE_XE_VERSION,
|
||
"bigdl-core-xe-addons-21==" + CORE_XE_VERSION,
|
||
"bigdl-core-xe-esimd-21==" + CORE_XE_VERSION]
|
||
xpu_21_requires += oneapi_2024_0_requires
|
||
# default to ipex 2.1 for linux and windows
|
||
xpu_requires = copy.deepcopy(xpu_21_requires)
|
||
|
||
|
||
cpp_requires = ["bigdl-core-cpp==" + CORE_XE_VERSION]
|
||
cpp_requires += oneapi_2024_0_requires
|
||
|
||
serving_requires = ['py-cpuinfo']
|
||
serving_requires += SERVING_DEP
|
||
|
||
|
||
metadata = dict(
|
||
name='ipex_llm',
|
||
version=VERSION,
|
||
description='Large Language Model Develop Toolkit',
|
||
long_description=long_description,
|
||
long_description_content_type="text/markdown",
|
||
author='BigDL Authors',
|
||
author_email='bigdl-user-group@googlegroups.com',
|
||
license='Apache License, Version 2.0',
|
||
url='https://github.com/intel-analytics/ipex-llm',
|
||
packages=get_llm_packages(),
|
||
package_dir={"": "src"},
|
||
package_data={
|
||
"ipex_llm": package_data[platform_name] + ["cli/prompts/*.txt"] + ["transformers/gguf/models/model_implement/*/*.json"]},
|
||
include_package_data=True,
|
||
entry_points={
|
||
"console_scripts": [
|
||
'llm-convert=ipex_llm.convert_model:main'
|
||
]
|
||
},
|
||
extras_require={"all": all_requires,
|
||
"xpu": xpu_requires, # default to ipex 2.1 for linux and windows
|
||
"xpu-2-1": xpu_21_requires,
|
||
"serving": serving_requires,
|
||
"cpp": cpp_requires,
|
||
"llama-index": llama_index_requires}, # for internal usage when upstreaming for llama-index
|
||
classifiers=[
|
||
'License :: OSI Approved :: Apache Software License',
|
||
'Programming Language :: Python :: 3',
|
||
'Programming Language :: Python :: 3.11',
|
||
'Programming Language :: Python :: Implementation :: CPython'],
|
||
scripts={
|
||
'Linux': ['src/ipex_llm/cli/llm-cli', 'src/ipex_llm/cli/llm-chat', 'scripts/ipex-llm-init'],
|
||
'Windows': ['src/ipex_llm/cli/llm-cli.ps1', 'src/ipex_llm/cli/llm-chat.ps1', 'scripts/ipex-llm-init.bat'],
|
||
}[platform_name],
|
||
platforms=['windows']
|
||
)
|
||
|
||
setup(**metadata)
|
||
|
||
|
||
if __name__ == '__main__':
|
||
setup_package()
|