Source code for nlp_architect.procedures.registry

# ******************************************************************************
# 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.
# ******************************************************************************
# Register procedures to be used by CLI
from nlp_architect.cli.cmd_registry import CMD_REGISTRY
from nlp_architect.procedures.procedure import Procedure


[docs]def register_cmd(registry: dict, name: str, description: str): def register_cmd_fn(cls): if not issubclass(cls, Procedure): raise ValueError('Registered class must be subclassed from Procedure') if name in registry: raise ValueError('Cannot register duplicate model {}'.format(name)) run_fn = cls.run_procedure arg_adder_fn = cls.add_arguments new_cmd = {'name': name, 'description': description, 'fn': run_fn, 'arg_adder': arg_adder_fn} registry.append(new_cmd) return cls return register_cmd_fn
[docs]def register_train_cmd(name: str, description: str): return register_cmd(CMD_REGISTRY['train'], name, description)
[docs]def register_infer_cmd(name: str, description: str): return register_cmd(CMD_REGISTRY['infer'], name, description)
[docs]def register_run_cmd(name: str, description: str): return register_cmd(CMD_REGISTRY['run'], name, description)
[docs]def register_process_cmd(name: str, description: str): return register_cmd(CMD_REGISTRY['process'], name, description)
[docs]def register_solution_cmd(name: str, description: str): return register_cmd(CMD_REGISTRY['solution'], name, description)
[docs]def register_serve_cmd(name: str, description: str): return register_cmd(CMD_REGISTRY['serve'], name, description)