def main():
with DrumRuntime() as runtime:
config_logging()
def signal_handler(sig, frame):
# The signal is assigned so the stacktrace is not presented when Ctrl-C is pressed.
# The cleanup itself is done only if we are NOT running in performance test mode which
# has its own cleanup
print("\nCtrl+C pressed, aborting drum")
if (runtime.options and runtime.options.docker and RunMode(
runtime.options.subparser_name) == RunMode.SERVER):
try:
import requests
except ImportError:
print(
"WARNING: 'requests' package is not found - "
"cannot send shutdown to server",
file=sys.stderr,
)
else:
url = "http://{}/shutdown/".format(runtime.options.address)
print("Sending shutdown to server: {}".format(url))
requests.post(url, timeout=2)
os._exit(130)
arg_parser = CMRunnerArgsRegistry.get_arg_parser()
try:
import argcomplete
except ImportError:
print(
"WARNING: autocompletion of arguments is not supported "
"as 'argcomplete' package is not found",
file=sys.stderr,
)
else:
# argcomplete call should be as close to the beginning as possible
argcomplete.autocomplete(arg_parser)
options = arg_parser.parse_args()
CMRunnerArgsRegistry.verify_options(options)
runtime.options = options
# mlpiper restful_component relies on SIGINT to shutdown nginx and uwsgi,
# so we don't intercept it.
if hasattr(runtime.options,
"production") and runtime.options.production:
pass
else:
signal.signal(signal.SIGINT, signal_handler)
from datarobot_drum.drum.drum import CMRunner
CMRunner(runtime).run()
def main():
with DrumRuntime() as runtime:
config_logging()
def signal_handler(sig, frame):
# The signal is assigned so the stacktrace is not presented when Ctrl-C is pressed.
# The cleanup itself is done only if we are NOT running in performance test mode which
# has its own cleanup
print("\nCtrl+C pressed, aborting drum")
if (runtime.options and runtime.options.docker and RunMode(
runtime.options.subparser_name) == RunMode.SERVER):
try:
import requests
except ImportError:
print(
"WARNING: 'requests' package is not found - "
"cannot send shutdown to server",
file=sys.stderr,
)
else:
url = "http://{}/shutdown/".format(runtime.options.address)
print("Sending shutdown to server: {}".format(url))
requests.post(url, timeout=2)
os._exit(130)
arg_parser = CMRunnerArgsRegistry.get_arg_parser()
try:
import argcomplete
except ImportError:
print(
"WARNING: autocompletion of arguments is not supported "
"as 'argcomplete' package is not found",
file=sys.stderr,
)
else:
# argcomplete call should be as close to the beginning as possible
argcomplete.autocomplete(arg_parser)
def _extend_sys_argv_with_env_vars():
"""
We want actions, types and checks defined in args parsers to take care of arguments,
even if they are defined by env var.
For this purpose, if arg is provided by env var, it's added to sys.argv according to the conditions:
- env var is set;
- arg is legit for the sub parser being used;
- arg is not already provided as command line argument;
:return:
"""
def _is_arg_registered_in_subparser(sub_parser, arg):
"""
Check that argument is legit for the subparser. E.g. for `fit` --target is legit, but not --address
:param sub_parser: argparse.ArgumentParser
:param arg: argument option, e.g. --address
:return: True/False
"""
# This accesses private parser's properties.
for action in sub_parser._actions:
if arg in action.option_strings:
return True
return False
if len(sys.argv) == 1:
return
sub_parser_command = sys.argv[1]
sub_parser = CMRunnerArgsRegistry._parsers.get(sub_parser_command)
if sub_parser is None:
return
for env_var_key in ArgumentOptionsEnvVars.VALUE_VARS + ArgumentOptionsEnvVars.BOOL_VARS:
env_var_value = os.environ.get(env_var_key)
if env_var_value is not None and len(env_var_value) == 0:
env_var_value = None
if (
# if env var is set
env_var_value is not None
# and if argument related to env var is supported by parser
and _is_arg_registered_in_subparser(
sub_parser, ArgumentsOptions.__dict__[env_var_key])
# and if argument related to env var is not already in sys.argv
and ArgumentsOptions.__dict__[env_var_key]
not in sys.argv):
# special handling for --class_labels_file as it and --class-labels can not be provided together
if (env_var_key == ArgumentOptionsEnvVars.CLASS_LABELS_FILE
and ArgumentsOptions.CLASS_LABELS in sys.argv or
env_var_key == ArgumentOptionsEnvVars.CLASS_LABELS
and ArgumentsOptions.CLASS_LABELS_FILE
in sys.argv):
continue
args_to_add = [ArgumentsOptions.__dict__[env_var_key]]
if env_var_key in ArgumentOptionsEnvVars.VALUE_VARS:
if env_var_key == ArgumentOptionsEnvVars.CLASS_LABELS:
args_to_add.extend(env_var_value.split())
else:
args_to_add.extend([env_var_value])
sys.argv.extend(args_to_add)
_extend_sys_argv_with_env_vars()
options = arg_parser.parse_args()
CMRunnerArgsRegistry.verify_options(options)
runtime.options = options
# mlpiper restful_component relies on SIGINT to shutdown nginx and uwsgi,
# so we don't intercept it.
if hasattr(runtime.options,
"production") and runtime.options.production:
pass
else:
signal.signal(signal.SIGINT, signal_handler)
from datarobot_drum.drum.drum import CMRunner
CMRunner(runtime).run()