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component.py
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component.py
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#!/usr/bin/python
#
# Copyright 2019 Polyaxon, Inc.
#
# 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.
# coding: utf-8
from __future__ import absolute_import, division, print_function
from marshmallow import fields, validate
from polyaxon_sdk import V1Component
from polyaxon.schemas.polyflow.base import BaseComponentConfig, BaseComponentSchema
from polyaxon.schemas.polyflow.io import IOSchema
from polyaxon.schemas.polyflow.run import RunMixin, RunSchema
class ComponentSchema(BaseComponentSchema):
kind = fields.Str(allow_none=True, validate=validate.Equal("component"))
inputs = fields.Nested(IOSchema, allow_none=True, many=True)
outputs = fields.Nested(IOSchema, allow_none=True, many=True)
run = fields.Nested(RunSchema, required=True)
@staticmethod
def schema_config():
return ComponentConfig
class ComponentConfig(BaseComponentConfig, RunMixin, V1Component):
SCHEMA = ComponentSchema
IDENTIFIER = "component"
REDUCED_ATTRIBUTES = BaseComponentConfig.REDUCED_ATTRIBUTES + [
"inputs",
"outputs",
"run",
]
def get_run_kind(self):
return self.run.kind if self.run else None