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build.py
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build.py
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#!/usr/bin/env python3
import argparse
import os
import subprocess
import sys
CUDA_VERSIONS = ['10.0', '10.1', '10.2']
BUILD_PROGRESS = 0.0
class Colors:
"""Shell color codes"""
HEADER = '\033[95m'
OKGREEN = '\033[92m'
FAIL = '\033[91m'
ENDC = '\033[0m'
BOLD = '\033[1m'
UNDERLINE = '\033[4m'
def printout(out: str = ''):
"""Print normal output"""
ep = f'{Colors.BOLD}[{Colors.OKGREEN}build.py {BUILD_PROGRESS*100:3.0f}%{Colors.ENDC}{Colors.BOLD}]{Colors.ENDC} '
for line in out.split('\n'):
print(f'{ep}{line}')
def printerr(out: str):
"""Print an error in red"""
ep = f'{Colors.BOLD}[{Colors.OKGREEN}build.py {BUILD_PROGRESS*100:3.0f}%{Colors.ENDC}{Colors.BOLD}]{Colors.ENDC} '
for line in out.split('\n'):
print(f'{ep}{Colors.FAIL}{line}{Colors.ENDC}')
def update_progress():
"""Update global build progress"""
global BUILD_PROGRESS
steps = get_max_progress_steps()
BUILD_PROGRESS += (1.0 / steps)
printout('-' * 64)
def get_max_progress_steps() -> int:
"""Get how many progress steps there are"""
if opts.build_all:
# 1 main, 4 cuda, each three times in the build phase
return 1 + len(CUDA_VERSIONS)
elif opts.cuda_version: # 1 main, 1 cuda
return 2
else: # 1 main, 1 installation
return 2
def parse_args() -> argparse.Namespace:
"""Specify build script arguments"""
parser = argparse.ArgumentParser(
description='Build the wekaDeeplearning4j packages.')
parser.add_argument('--cuda-version', '-c', type=str, default=None,
help='The cuda version.', choices=CUDA_VERSIONS)
parser.add_argument('--build-all', '-a', action='store_true',
help='Flag to build all platform/cuda packages.')
parser.add_argument('--verbose', '-v', action='store_true',
help='Enable verbose output.')
return parser.parse_args()
def exec_cmd(cmd: str, print_output=False, exit_on_error=False):
"""Run a given command. If script is in verbose mode then output command"""
if VERBOSE:
printout(cmd)
p = subprocess.Popen(cmd.split(), stdout=subprocess.PIPE,
stderr=subprocess.PIPE)
if VERBOSE:
for line in p.stdout:
printout(line.decode())
output, error = p.communicate()
def print_header(opts: argparse.Namespace):
"""Print header about this build script"""
printout(f'{Colors.HEADER}WekaDeeplearning4j Build Script{Colors.ENDC}')
printout()
dct = vars(opts)
printout(f'{Colors.BOLD}{Colors.UNDERLINE}Parameters:{Colors.ENDC}')
for k in dct:
printout(f' {k:<20} = {dct[k]}')
printout()
def get_version() -> str:
"""Get the version string"""
with open('version') as f:
lines = '\n'.join(f.readlines())
return lines.replace('\n', '')
def install_main_package():
"""Install the main package in $WEKA_HOME/packages"""
printout('Installing main package ...')
user_home = os.environ['HOME']
weka_home = os.environ.get('WEKA_HOME', f'{user_home}/wekafiles')
weka_jar = f'{weka_home}/weka.jar'
if not os.path.isfile(weka_jar):
printerr(f'{weka_home} did not contain a weka jar, couldnt install package')
return
# Install via packagemanager
exec_cmd(f'rm -r {weka_home}/packages/wekaDeeplearning4j',
print_output=False,
exit_on_error=False)
main_zip = f'wekaDeeplearning4j-{version}.zip'
exec_cmd(
f'java -cp {weka_jar} weka.core.WekaPackageManager -install-package dist/{main_zip}')
update_progress()
printout('Installation successful')
def build_main_package():
"""Build the main (CPU) package with gradle"""
update_progress()
printout('Building main package ...')
exec_cmd("./gradlew clean makeMain")
def build_cuda_package(cuda_version: str):
"""Build the CUDA package with gradle"""
update_progress()
printout(f'Building cuda-{cuda_version} package ...')
exec_cmd(f"./gradlew makeCuda -Dcuda={cuda_version}")
if __name__ == '__main__':
# Prepare
opts = parse_args()
print_header(opts)
VERBOSE = opts.verbose
version = get_version()
# Clean dist dir first
exec_cmd('./gradlew cleanDist')
# Build the main package (CPU, all platforms) in any case
build_main_package()
# If opts.cuda_version is set, build the specific cuda package for the
# current platform
if opts.cuda_version:
build_cuda_package(opts.cuda_version)
sys.exit(0)
# If opts.build_all flag is set, build all combinations between the cuda
# versions and the platforms
if opts.build_all:
for cuda_version in CUDA_VERSIONS:
build_cuda_package(cuda_version)
else:
install_main_package()