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
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#     http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
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# 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_inference_cmd(name: str, description: str): return register_cmd(CMD_REGISTRY["inference"], name, description)