44 lines
2.1 KiB
YAML
44 lines
2.1 KiB
YAML
# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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name: 'Subscribe - Watson OpenScale'
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description: |
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Binding deployed models and subscribe them to Watson OpenScale service.
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metadata:
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annotations: {platform: 'IBM Watson OpenScale'}
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inputs:
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- {name: model_name, description: 'Deployed model name.', default: 'AIOS Spark German Risk Model - Final'}
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- {name: model_uid, description: 'Deployed model uid.', default: 'dummy uid'}
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- {name: aios_schema, description: 'OpenScale Schema Name', default: 'data_mart_credit_risk'}
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- {name: label_column, description: 'Model label column name.', default: 'Risk'}
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- {name: aios_manifest_path, description: 'Object storage file path for the aios manifest file', default: ''}
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- {name: bucket_name, description: 'Object storage bucket name', default: 'dummy-bucket-name'}
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- {name: problem_type, description: 'Model problem type', default: 'BINARY_CLASSIFICATION'}
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outputs:
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- {name: model_name, description: 'Deployed model name.'}
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implementation:
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container:
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image: docker.io/aipipeline/subscribe:latest
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command: ['python']
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args: [
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-u, subscribe.py,
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--model_name, {inputValue: model_name},
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--model_uid, {inputValue: model_uid},
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--aios_schema, {inputValue: aios_schema},
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--label_column, {inputValue: label_column},
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--aios_manifest_path, {inputValue: aios_manifest_path},
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--bucket_name, {inputValue: bucket_name},
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--problem_type, {inputValue: problem_type}
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]
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fileOutputs:
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model_name: /tmp/model_name
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