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#!/usr/bin/env python3
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.
# -*- coding: utf-8 -*-
"""Tool to ease working with the build system and reproducing test results"""
import argparse
import os
import sys
from subprocess import check_call
import shlex
from ci.util import retry, remember_cwd
from typing import List
from collections import OrderedDict
import logging
import yaml
import shutil
DEFAULT_PYENV=os.environ.get('DEFAULT_PYENV','py3_venv')
DEFAULT_PYTHON=os.environ.get('DEFAULT_PYTHON','python3')
DEFAULT_CMAKE_OPTIONS=os.environ.get('DEFAULT_CMAKE_OPTIONS','cmake_options.yml')
class Confirm(object):
def __init__(self, cmds):
self.cmds = cmds
def __call__(self):
resp = input("This will run the following command(s) '{}' are you sure? yes / no: ".format(self.cmds))
while True:
if resp.lower() == 'yes':
handle_commands(self.cmds)
return
elif resp.lower() == 'no':
return
else:
resp = input("Please answer yes or no: ")
class CMake(object):
def __init__(self, cmake_options_yaml=DEFAULT_CMAKE_OPTIONS, cmake_options_yaml_default='cmake/cmake_options.yml'):
if os.path.exists(cmake_options_yaml):
self.cmake_options_yaml = cmake_options_yaml
else:
self.cmake_options_yaml = cmake_options_yaml_default
logging.info('Using {} for CMake configuration'.format(self.cmake_options_yaml))
self.cmake_options = None
self.read_config()
def read_config(self):
assert os.path.isfile(self.cmake_options_yaml)
with open(self.cmake_options_yaml, 'r') as f:
self.cmake_options = yaml.load(f)
def _cmdlineflags(self):
res = []
for opt,v in self.cmake_options.items():
res.append('-D{}={}'.format(opt,v))
return res
def cmake_command(self) -> str:
"""
:return: Cmake command to run given the options
"""
cmd_lst = ['cmake']
cmd_lst.extend(self._cmdlineflags())
return cmd_lst
def __call__(self, build_dir='build', generator='Ninja', build_cmd='ninja'):
logging.info("CMake / {} build in directory {}".format(
generator, os.path.abspath(build_dir)))
cmd_lst = self.cmake_command()
os.makedirs(build_dir, exist_ok=True)
with remember_cwd():
os.chdir(build_dir)
cmd_lst.extend(['-G{}'.format(generator), '..'])
logging.info('Executing: {}'.format('\t\n'.join(cmd_lst)))
check_call(cmd_lst)
logging.info('Now building')
check_call(shlex.split(build_cmd))
def create_virtualenv(venv_exe, pyexe, venv) -> None:
logging.info("Creating virtualenv in %s with python %s", venv, pyexe)
if not (venv_exe and pyexe and venv):
logging.warn("Skipping creation of virtualenv")
return
check_call([venv_exe, '-p', pyexe, venv])
def create_virtualenv_default():
create_virtualenv('virtualenv', DEFAULT_PYTHON, DEFAULT_PYENV)
logging.info("You can use the virtualenv by executing 'source %s/bin/activate'", DEFAULT_PYENV)
def provision_virtualenv(venv_path=DEFAULT_PYENV):
pip = os.path.join(venv_path, 'bin', 'pip')
if os.path.exists(pip):
# Install MXNet python bindigs
check_call([pip, 'install', '--upgrade', '--force-reinstall', '-e', 'python'])
# Install test dependencies
check_call([pip, 'install', '--upgrade', '--force-reinstall', '-r', os.path.join('tests',
'requirements.txt')])
else:
logging.warn("Can't find pip: '%s' not found", pip)
COMMANDS = OrderedDict([
('[Local] BUILD CMake/Ninja (using cmake_options.yaml (cp cmake/cmake_options.yml .) and edit) ({} virtualenv in "{}")'.format(DEFAULT_PYTHON, DEFAULT_PYENV),
[
CMake(),
create_virtualenv_default,
provision_virtualenv,
]),
('[Local] Python Unit tests',
"./py3_venv/bin/nosetests -v tests/python/unittest/"
),
('[Docker] Website and docs build outputs to "docs/_build/html/"',
"ci/build.py --platform ubuntu_cpu /work/runtime_functions.sh deploy_docs"),
('[Docker] sanity_check. Check for linting and code formatting and licenses.',
[
"ci/build.py --platform ubuntu_cpu /work/runtime_functions.sh sanity_check",
"ci/build.py --platform ubuntu_rat /work/runtime_functions.sh nightly_test_rat_check",
]),
('[Docker] Python3 CPU unittests',
[
"ci/build.py --platform ubuntu_cpu /work/runtime_functions.sh build_ubuntu_cpu_openblas",
"ci/build.py --platform ubuntu_cpu /work/runtime_functions.sh unittest_ubuntu_python3_cpu",
]),
('[Docker] Python3 GPU unittests',
[
"ci/build.py --nvidiadocker --platform ubuntu_gpu /work/runtime_functions.sh build_ubuntu_gpu",
"ci/build.py --nvidiadocker --platform ubuntu_gpu /work/runtime_functions.sh unittest_ubuntu_python3_gpu",
]),
('[Docker] Python3 GPU+MKLDNN unittests',
[
"ci/build.py --nvidiadocker --platform ubuntu_gpu /work/runtime_functions.sh build_ubuntu_gpu_cmake_mkldnn",
"ci/build.py --nvidiadocker --platform ubuntu_gpu /work/runtime_functions.sh unittest_ubuntu_python3_gpu",
]),
('[Docker] Python3 CPU Intel MKLDNN unittests',
[
"ci/build.py --platform ubuntu_cpu /work/runtime_functions.sh build_ubuntu_cpu_mkldnn",
"ci/build.py --platform ubuntu_cpu /work/runtime_functions.sh unittest_ubuntu_python3_cpu",
]),
('[Docker] Python3 ARMv7 unittests (QEMU)',
[
"ci/build.py -p armv7",
"ci/build.py -p test.arm_qemu ./runtime_functions.py run_ut_py3_qemu"
]),
('Clean (RESET HARD) repository (Warning! erases local changes / DATA LOSS)',
Confirm("ci/docker/runtime_functions.sh clean_repo"))
])
def clip(x, mini, maxi):
return min(max(x,mini), maxi)
@retry((ValueError, RuntimeError), 3, delay_s = 0)
def show_menu(items: List[str], header=None) -> int:
print('\n-- MXNet dev menu --\n')
def hr():
print(''.join(['-']*30))
if header:
print(header)
hr()
for i,x in enumerate(items,1):
print('{}. {}'.format(i,x))
hr()
choice = int(input('Choose option> ')) - 1
if choice < 0 or choice >= len(items):
raise RuntimeError('Choice must be between {} and {}'.format(1, len(items)))
return choice
def handle_commands(cmds) -> None:
def handle_command(cmd):
logging.info("Executing command: %s",cmd)
check_call(shlex.split(cmd))
if type(cmds) is list:
for cmd in cmds:
handle_commands(cmd)
elif type(cmds) is str:
handle_command(cmds)
elif callable(cmds):
cmds()
else:
raise RuntimeError("handle_commands(cmds): argument should be str or List[str] but is %s", type(cmds))
def use_menu_ui(args) -> None:
command_list = list(COMMANDS.keys())
if hasattr(args, 'choice') and args.choice and args.choice[0].isdigit():
choice = int(args.choice[0]) - 1
else:
choice = show_menu(command_list, 'Available actions')
handle_commands(COMMANDS[command_list[choice]])
def build(args) -> None:
"""Build using CMake"""
venv_exe = shutil.which('virtualenv')
pyexe = shutil.which(args.pyexe)
if not venv_exe:
logging.warn("virtualenv wasn't found in path, it's recommended to install virtualenv to manage python environments")
if not pyexe:
logging.warn("Python executable %s not found in path", args.pyexe)
if args.cmake_options:
cmake = CMake(args.cmake_options)
else:
cmake = CMake()
cmake()
create_virtualenv_default()
provision_virtualenv()
def main():
logging.getLogger().setLevel(logging.INFO)
parser = argparse.ArgumentParser(description="""Utility for compiling and testing MXNet easily""")
parser.set_defaults(command='use_menu_ui')
subparsers = parser.add_subparsers(help='sub-command help')
build_parser = subparsers.add_parser('build', help='build with the specified flags from file')
build_parser.add_argument('cmake_options', nargs='?',
help='File containing CMake options in YAML')
build_parser.add_argument('-v', '--venv',
type=str,
default=DEFAULT_PYENV,
help='virtualenv dir')
build_parser.add_argument('-p', '--pyexe',
type=str,
default=DEFAULT_PYTHON,
help='python executable')
build_parser.set_defaults(command='build')
menu_parser = subparsers.add_parser('menu', help='jump to menu option #')
menu_parser.set_defaults(command='use_menu_ui')
menu_parser.add_argument('choice', nargs=1)
args = parser.parse_args()
globals()[args.command](args)
return 0
if __name__ == '__main__':
sys.exit(main())
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