Source code for nlp_architect.cli.cli_commands

# ******************************************************************************
# Copyright 2017-2019 Intel Corporation
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ******************************************************************************
# CLI definition
from argparse import _SubParsersAction

from nlp_architect.cli.cmd_registry import CMD_REGISTRY


[docs]def generic_cmd(cmd_name: str, subtitle: str, description: str, subparsers: _SubParsersAction): parser = subparsers.add_parser(cmd_name, description=description, help=description) subsubparsers = parser.add_subparsers(title=subtitle, metavar='') for model in CMD_REGISTRY[cmd_name]: sp = subsubparsers.add_parser(model['name'], description=model['description'], help=model['description']) model['arg_adder'](sp) sp.set_defaults(func=model['fn']) parser.set_defaults(func=lambda _: parser.print_help())
[docs]def cli_train_cmd(subparsers: _SubParsersAction): generic_cmd('train', 'Available models', 'Train a model from the library', subparsers)
[docs]def cli_run_cmd(subparsers: _SubParsersAction): generic_cmd('run', 'Available models', 'Run a model from the library', subparsers)
[docs]def cli_process_cmd(subparsers: _SubParsersAction): generic_cmd('process', 'Available data processors', 'Run a data processor from the library', subparsers)
[docs]def cli_solution_cmd(subparsers: _SubParsersAction): generic_cmd('solution', 'Available solutions', 'Run a solution process from the library', subparsers)
[docs]def cli_serve_cmd(subparsers: _SubParsersAction): generic_cmd('serve', 'Available models', 'Server a trained model using REST service', subparsers)