39 lines
1.7 KiB
YAML
39 lines
1.7 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: 'Train Spark Model - IBM Cloud'
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description: |
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Train a Spark Model using IBM Cloud Spark Service
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metadata:
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annotations: {platform: 'IBM Cloud Spark Service'}
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inputs:
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- {name: bucket_name, description: 'Required. Object storage bucket name'}
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- {name: data_filename, description: 'Required. Name of the data binary'}
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- {name: model_filename, description: 'Required. Name of the training model file'}
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- {name: spark_entrypoint, description: 'Required. Entrypoint command for training the spark model'}
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outputs:
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- {name: model_filepath, description: 'Spark Model binary filepath'}
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- {name: train_data_filepath, description: 'Spark training data filepath'}
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implementation:
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container:
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image: docker.io/aipipeline/train_spark:latest
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command: ['python']
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args: [
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-u, train_spark.py,
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--bucket_name, {inputValue: bucket_name},
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--data_filename, {inputValue: data_filename},
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--model_filename, {inputValue: model_filename},
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--spark_entrypoint, {inputValue: spark_entrypoint},
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--output_model_file_path, {outputPath: model_filepath},
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--output_train_data_file_path, {outputPath: train_data_filepath}
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]
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