def test_deploy_returns_created_deployment(self):
deployment = deploy(self.project_name, self.entrypoint, self.params)
self.assertEqual(self.mock_deployment, deployment)
def submit(arguments):
from foundations_core_cli.job_submission.config import load
from foundations_core_cli.job_submission.deployment import deploy
from foundations_core_cli.job_submission.logs import stream_job_logs
from foundations_internal.change_directory import ChangeDirectory
from foundations_contrib.global_state import config_manager, log_manager
from foundations_contrib.set_job_resources import set_job_resources
from jsonschema import validate
import os
import os.path
current_directory = os.getcwd()
with ChangeDirectory(arguments.job_directory or current_directory):
load(arguments.scheduler_config or 'scheduler')
job_config = {}
if os.path.exists('job.config.yaml'):
with open('job.config.yaml') as file:
job_config = yaml.load(file.read(), Loader=yaml.FullLoader)
# validate(instance=job_config, schema=_job_schema)
job_resource_args = {}
if 'log_level' in job_config:
config_manager['log_level'] = job_config['log_level']
if 'worker' in job_config:
config_manager['worker_container_overrides'].update(
job_config['worker'])
if 'num_gpus' in job_config:
job_resource_args['num_gpus'] = job_config['num_gpus']
if 'ram' in job_config:
job_resource_args['ram'] = job_config['ram']
logger = log_manager.get_logger(__name__)
if arguments.command:
config_manager['worker_container_overrides'][
'args'] = arguments.command
if not os.path.exists(arguments.command[0]):
logger.warning(
f"Hey, seems like your command '{arguments.command[0]}' is not an existing file in your current directory. If you are using Atlas's advanced custom docker image functionality and know what you are doing, you can ignore this message."
)
else:
logger.warning('No command was specified.')
if arguments.num_gpus is not None:
job_resource_args['num_gpus'] = arguments.num_gpus
if arguments.ram is not None:
job_resource_args['ram'] = arguments.ram
set_job_resources(**job_resource_args)
from foundations.global_state import current_foundations_context
try:
cur_job_id = current_foundations_context().pipeline_context(
).file_name
except ValueError:
cur_job_id = None
deployment = deploy(
arguments.project_name or job_config.get('project_name'),
arguments.entrypoint or job_config.get('entrypoint'),
arguments.params or job_config.get('params'))
if arguments.stream_job_logs:
try:
stream_job_logs(deployment)
except KeyboardInterrupt:
pass
if cur_job_id is not None:
current_foundations_context().pipeline_context(
).file_name = cur_job_id
return deployment
def test_defaults_entrypoint_to_none(self):
deploy(self.project_name, None, self.params)
self.assertEqual({'script_to_run': None, 'enable_stages': False}, self.config_manager['run_script_environment'])
def test_writes_params_as_json_to_file(self):
import json
deploy(self.project_name, self.entrypoint, self.params)
self.mock_json_dump.assert_called_with(self.params, self.mock_file)
def test_sets_run_script_environment_to_include_entrypoint(self):
deploy(self.project_name, self.entrypoint, self.params)
self.assertEqual({'script_to_run': self.entrypoint, 'enable_stages': False}, self.config_manager['run_script_environment'])
def test_sets_project_name_from_current_directory_when_not_specified(self):
deploy(None, self.entrypoint, self.params)
self.assertEqual(self.project_name, self.foundations_job.project_name)
def test_sets_project_name_from_parameter(self):
deploy(self.project_name, self.entrypoint, self.params)
self.assertEqual(self.project_name, self.foundations_job.project_name)
def test_sets_project_name_from_current_directory_when_not_specified(self):
deploy(None, self.entrypoint, self.params)
self.assertEqual(self.project_name, self.pipeline_context.provenance.project_name)
def test_sets_project_name_from_parameter(self):
deploy(self.project_name, self.entrypoint, self.params)
self.assertEqual(self.project_name, self.pipeline_context.provenance.project_name)