pipelines/components/ibm-components/spark/data_preprocess_spark/component.yaml

33 lines
1.2 KiB
YAML

# 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.
name: 'Preprocess Data using Spark - IBM Cloud'
description: |
Preprocess data using IBM Cloud Spark Service
metadata:
annotations: {platform: 'IBM Cloud Spark Service'}
inputs:
- {name: bucket_name, description: 'Required. Object storage bucket name'}
- {name: data_url, description: 'Required. URL of the data source'}
outputs:
- {name: output, description: 'Data Filename'}
implementation:
container:
image: docker.io/aipipeline/data_preprocess_spark:latest
command: ['python']
args: [
-u, data_preprocess_spark.py,
--bucket_name, {inputValue: bucket_name},
--data_url, {inputValue: data_url},
--output_filename_path, {outputPath: output}
]