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build.py
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build.py
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import argparse
import datetime
import subprocess
import docker
from ml_buildkit import build_utils
from ml_buildkit.helpers import build_docker
REMOTE_IMAGE_PREFIX = "khulnasoft/"
COMPONENT_NAME = "ml-workspace"
FLAG_FLAVOR = "flavor"
parser = argparse.ArgumentParser(add_help=False)
parser.add_argument(
"--" + FLAG_FLAVOR,
help="Flavor (full, light, minimal, gpu) used for docker container",
default="all",
)
args = build_utils.parse_arguments(argument_parser=parser)
VERSION = str(args.get(build_utils.FLAG_VERSION))
docker_image_prefix = args.get(build_docker.FLAG_DOCKER_IMAGE_PREFIX)
if not docker_image_prefix:
docker_image_prefix = REMOTE_IMAGE_PREFIX
if not args.get(FLAG_FLAVOR):
args[FLAG_FLAVOR] = "all"
flavor = str(args[FLAG_FLAVOR]).lower().strip()
if flavor == "all":
args[FLAG_FLAVOR] = "minimal"
build_utils.build(".", args)
args[FLAG_FLAVOR] = "light"
build_utils.build(".", args)
args[FLAG_FLAVOR] = "full"
build_utils.build(".", args)
args[FLAG_FLAVOR] = "gpu"
build_utils.build("gpu-flavor", args)
build_utils.exit_process(0)
# unknown flavor -> try to build from subdirectory
if flavor not in ["full", "minimal", "light"]:
# assume that flavor has its own directory with build.py
build_utils.build(flavor + "-flavor", args)
build_utils.exit_process(0)
docker_image_name = COMPONENT_NAME
# Build full image without suffix if the flavor is not minimal or light
if flavor in ["minimal", "light"]:
docker_image_name += "-" + flavor
# docker build
git_rev = "unknown"
try:
git_rev = (
subprocess.check_output(["git", "rev-parse", "--short", "HEAD"])
.decode("ascii")
.strip()
)
except Exception:
pass
build_date = datetime.datetime.utcnow().isoformat("T") + "Z"
try:
build_date = (
subprocess.check_output(["date", "-u", "+%Y-%m-%dT%H:%M:%SZ"])
.decode("ascii")
.strip()
)
except Exception:
pass
vcs_ref_build_arg = " --build-arg ARG_VCS_REF=" + str(git_rev)
build_date_build_arg = " --build-arg ARG_BUILD_DATE=" + str(build_date)
flavor_build_arg = " --build-arg ARG_WORKSPACE_FLAVOR=" + str(flavor)
version_build_arg = " --build-arg ARG_WORKSPACE_VERSION=" + VERSION
if args[build_utils.FLAG_MAKE]:
build_args = (
version_build_arg
+ " "
+ flavor_build_arg
+ " "
+ vcs_ref_build_arg
+ " "
+ build_date_build_arg
)
completed_process = build_docker.build_docker_image(
docker_image_name, version=VERSION, build_args=build_args
)
if completed_process.returncode > 0:
build_utils.exit_process(1)
if args[build_utils.FLAG_TEST]:
workspace_name = f"workspace-test-{flavor}"
workspace_port = "8080"
client = docker.from_env()
container = client.containers.run(
f"{docker_image_name}:{VERSION}",
name=workspace_name,
environment={
"WORKSPACE_NAME": workspace_name,
"WORKSPACE_ACCESS_PORT": workspace_port,
},
detach=True,
)
container.reload()
container_ip = container.attrs["NetworkSettings"]["Networks"]["bridge"]["IPAddress"]
completed_process = build_utils.run(
f"docker exec --env WORKSPACE_IP={container_ip} {workspace_name} pytest '/resources/tests'",
exit_on_error=False,
)
container.remove(force=True)
if completed_process.returncode > 0:
build_utils.exit_process(1)
if args[build_utils.FLAG_RELEASE]:
# Bump all versions in some filess
previous_version = build_utils.get_latest_version()
if previous_version:
build_utils.replace_in_files(
previous_version,
VERSION,
file_paths=["./README.md", "./deployment/google-cloud-run/Dockerfile"],
regex=False,
exit_on_error=True,
)
build_docker.release_docker_image(
docker_image_name,
VERSION,
docker_image_prefix,
)