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build.py
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build.py
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#!/usr/bin/env python3
#
# Container build system for managing package configurations and multi-stage build chains, with automated testing and dependency tracking.
#
# A "package" is composed of a Dockerfile, configs, and test scripts. These are found under the jetson-containers/packages directory.
# There are also "meta-packages" that have no Dockerfiles themselves, but specify a set of packages to include (e.g. l4t-pytorch)
#
# Configuration metadata (such as the package's dependencies) can be inline YAML in the Dockerfile header.
# It can also be a config.py script that sets build arguments dynamically (i.e. based on the L4T version)
# Subpackages can be dynamically created in the config files (i.e. the various permutations of the ROS containers)
#
# Some example build scenarios:
#
# $ jetson-containers/build.sh --name=xyz pytorch jupyterlab # build container with PyTorch and JupyterLab server
# $ jetson-containers/build.sh --multiple pytorch tensorflow # build separate containers for PyTorch and
# $ jetson-containers/build.sh --multiple ros:humble* # build all ROS Humble containers (can use wildcards)
# $ jetson-containers/build.sh ros:humble-desktop pytorch # build ROS Humble with PyTorch on top
# $ jetson-containers/build.sh --base=xyz:latest pytorch # add PyTorch to an existing container
#
# Typically the jetson-containers/build.sh wrapper script is used to launch this underlying Python module. jetson-containers can also
# build external out-of-tree projects that have their own Dockerfile. And you can add your own package search dirs for other packages.
#
import os
import re
import sys
import pprint
import argparse
from jetson_containers import (build_container, build_containers, find_packages, package_search_dirs, set_log_dir,
L4T_VERSION, JETPACK_VERSION, CUDA_VERSION, PYTHON_VERSION, LSB_RELEASE, LSB_CODENAME)
parser = argparse.ArgumentParser()
parser.add_argument('packages', type=str, nargs='*', default=[], help='packages or containers to build (filterable by wildcards)')
parser.add_argument('--name', type=str, default='', help="the name of the output container to build")
parser.add_argument('--base', type=str, default='', help="the base container to use at the beginning of the build chain (default: l4t-jetpack)")
parser.add_argument('--multiple', action='store_true', help="the specified packages should be built independently as opposed to chained together")
parser.add_argument('--build-flags', type=str, default='', help="extra flags to pass to 'docker build' commands")
parser.add_argument('--build-args', type=str, default='', help="container build arguments (--build-arg) as a string of comma separated key:value pairs")
parser.add_argument('--package-dirs', type=str, default='', help="additional package search directories (comma or colon-separated)")
parser.add_argument('--list-packages', action='store_true', help="show the list of packages that were found under the search directories")
parser.add_argument('--show-packages', action='store_true', help="show info about one or more packages (if none are specified, all will be listed")
parser.add_argument('--skip-packages', type=str, default='', help="disable certain packages/containers (filterable by wildcards, comma/colon-separated)")
parser.add_argument('--skip-errors', action='store_true', help="continue building when errors occur (only relevant when --multiple is in use)")
parser.add_argument('--skip-tests', type=str, default='', help="comma-separated list of package tests to disable ('intermediate' to disable build-stage tests, 'all' to disable all)")
parser.add_argument('--test-only', type=str, default='', help="only test the specified packages (comma/colon-separated list)")
parser.add_argument('--simulate', action='store_true', help="print out the build commands without actually building the containers")
parser.add_argument('--push', type=str, default='', help="repo or user to push built container image to (no push by default)")
parser.add_argument('--logs', type=str, default='', help="sets the directory to save container build logs to (default: jetson-containers/logs)")
parser.add_argument('--verbose', action='store_true', help="enable verbose/debug logging")
parser.add_argument('--no-github-api', action='store_true', help="disalbe Github API use to force rebuild on new git commits")
args = parser.parse_args()
# validate args
if args.skip_errors and not args.multiple:
raise ValueError("--skip-errors can only be used with --multiple flag")
if args.verbose:
os.environ['VERBOSE'] = 'ON'
# split multi-value keyword arguments
args.package_dirs = re.split(',|;|:', args.package_dirs)
args.skip_packages = re.split(',|;|:', args.skip_packages)
args.skip_tests = re.split(',|;|:', args.skip_tests)
args.test_only = re.split(',|;|:', args.test_only)
print(args)
print(f"-- L4T_VERSION={L4T_VERSION}")
print(f"-- JETPACK_VERSION={JETPACK_VERSION}")
print(f"-- CUDA_VERSION={CUDA_VERSION}")
print(f"-- PYTHON_VERSION={PYTHON_VERSION}")
print(f"-- LSB_RELEASE={LSB_RELEASE} ({LSB_CODENAME})")
# cast build args into dictionary
if args.build_args:
try:
key_value_pairs = args.build_args.split(',')
args.build_args = {pair.split(':')[0]: pair.split(':')[1] for pair in key_value_pairs}
except(ValueError, IndexError):
raise argparse.ArgumentTypeError("Invalid dictionary format. Use key1:value1, key2:value2 ...")
# add package directories
if args.package_dirs:
package_search_dirs(args.package_dirs)
# set logging directories
if args.logs:
set_log_dir(args.logs)
# list/show package info
if args.list_packages or args.show_packages:
packages = find_packages(args.packages, skip=args.skip_packages)
if args.list_packages:
for package in sorted(packages.keys()):
print(package)
if args.show_packages:
pprint.pprint(packages)
sys.exit(0)
# build one multi-stage container from chain of packages
# or launch multiple independent container builds
if not args.multiple:
build_container(args.name, args.packages, args.base, args.build_flags, args.build_args, args.simulate, args.skip_tests, args.test_only, args.push, args.no_github_api)
else:
build_containers(args.name, args.packages, args.base, args.build_flags, args.build_args, args.simulate, args.skip_errors, args.skip_packages, args.skip_tests, args.test_only, args.push)