def run(ctx, program, args, id, resume, dir, configs, message, name, notes,
show, tags, run_group, job_type):
wandb.ensure_configured()
if configs:
config_paths = configs.split(',')
else:
config_paths = []
config = Config(config_paths=config_paths,
wandb_dir=dir or wandb.wandb_dir())
tags = [tag for tag in tags.split(",") if tag] if tags else None
# populate run parameters from env if not specified
id = id or os.environ.get(env.RUN_ID)
message = message or os.environ.get(env.DESCRIPTION)
tags = tags or env.get_tags()
run_group = run_group or os.environ.get(env.RUN_GROUP)
job_type = job_type or os.environ.get(env.JOB_TYPE)
name = name or os.environ.get(env.NAME)
notes = notes or os.environ.get(env.NOTES)
resume = resume or os.environ.get(env.RESUME)
run = wandb_run.Run(run_id=id,
mode='clirun',
config=config,
description=message,
program=program,
tags=tags,
group=run_group,
job_type=job_type,
name=name,
notes=notes,
resume=resume)
run.enable_logging()
environ = dict(os.environ)
if configs:
environ[env.CONFIG_PATHS] = configs
if show:
environ[env.SHOW_RUN] = 'True'
if not run.api.api_key:
util.prompt_api_key(run.api, input_callback=click.prompt)
try:
rm = run_manager.RunManager(run)
rm.init_run(environ)
except run_manager.Error:
exc_type, exc_value, exc_traceback = sys.exc_info()
wandb.termerror(
'An Exception was raised during setup, see %s for full traceback.'
% util.get_log_file_path())
wandb.termerror(str(exc_value))
if 'permission' in str(exc_value):
wandb.termerror(
'Are you sure you provided the correct API key to "wandb login"?'
)
lines = traceback.format_exception(exc_type, exc_value, exc_traceback)
logger.error('\n'.join(lines))
sys.exit(1)
rm.run_user_process(program, args, environ)
def run(ctx, program, args, id, resume, dir, configs, message, name, notes,
show, tags, run_group, job_type):
wandb.ensure_configured()
if configs:
config_paths = configs.split(',')
else:
config_paths = []
config = Config(config_paths=config_paths,
wandb_dir=dir or wandb.wandb_dir())
tags = [tag for tag in tags.split(",") if tag] if tags else None
run = wandb_run.Run(run_id=id,
mode='clirun',
config=config,
description=message,
program=program,
tags=tags,
group=run_group,
job_type=job_type,
name=name,
notes=notes,
resume=resume)
run.enable_logging()
environ = dict(os.environ)
if configs:
environ[env.CONFIG_PATHS] = configs
if show:
environ[env.SHOW_RUN] = 'True'
run.check_anonymous()
try:
rm = run_manager.RunManager(run)
rm.init_run(environ)
except run_manager.Error:
exc_type, exc_value, exc_traceback = sys.exc_info()
wandb.termerror(
'An Exception was raised during setup, see %s for full traceback.'
% util.get_log_file_path())
wandb.termerror(str(exc_value))
if 'permission' in str(exc_value):
wandb.termerror(
'Are you sure you provided the correct API key to "wandb login"?'
)
lines = traceback.format_exception(exc_type, exc_value, exc_traceback)
logger.error('\n'.join(lines))
sys.exit(1)
rm.run_user_process(program, args, environ)
def run(ctx, program, args, id, resume, dir, configs, message, show):
api.ensure_configured()
if configs:
config_paths = configs.split(',')
else:
config_paths = []
config = Config(config_paths=config_paths,
wandb_dir=dir or wandb.wandb_dir())
run = wandb_run.Run(run_id=id,
mode='clirun',
config=config,
description=message,
program=program,
resume=resume)
api.set_current_run_id(run.id)
env = dict(os.environ)
if configs:
env['WANDB_CONFIG_PATHS'] = configs
if show:
env['WANDB_SHOW_RUN'] = 'True'
try:
rm = run_manager.RunManager(api, run)
rm.init_run(env)
except run_manager.Error:
exc_type, exc_value, exc_traceback = sys.exc_info()
wandb.termerror(
'An Exception was raised during setup, see %s for full traceback.'
% util.get_log_file_path())
wandb.termerror(str(exc_value))
if 'permission' in str(exc_value):
wandb.termerror(
'Are you sure you provided the correct API key to "wandb login"?'
)
lines = traceback.format_exception(exc_type, exc_value, exc_traceback)
logger.error('\n'.join(lines))
sys.exit(1)
rm.run_user_process(program, args, env)
