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[feat][python] Add sagemaker yaml example (#11925)

3.2.0-release
JieguangZhou 2 years ago committed by GitHub
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  1. 12
      dolphinscheduler-python/pydolphinscheduler/docs/source/tasks/sagemaker.rst
  2. 28
      dolphinscheduler-python/pydolphinscheduler/examples/yaml_define/Sagemaker.yaml
  3. 18
      dolphinscheduler-python/pydolphinscheduler/examples/yaml_define/example_sagemaker_params.json

12
dolphinscheduler-python/pydolphinscheduler/docs/source/tasks/sagemaker.rst

@ -32,3 +32,15 @@ Dive Into
---------
.. automodule:: pydolphinscheduler.tasks.sagemaker
YAML file example
-----------------
.. literalinclude:: ../../../examples/yaml_define/Sagemaker.yaml
:start-after: # under the License.
:language: yaml
example_sagemaker_params.json:
.. literalinclude:: ../../../examples/yaml_define/example_sagemaker_params.json
:language: json

28
dolphinscheduler-python/pydolphinscheduler/examples/yaml_define/Sagemaker.yaml

@ -0,0 +1,28 @@
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.
# Define the workflow
workflow:
name: "Sagemaker"
release_state: "offline"
# Define the tasks under the process
tasks:
- name: sagemaker
task_type: Sagemaker
sagemaker_request_json: $FILE{"example_sagemaker_params.json"}

18
dolphinscheduler-python/pydolphinscheduler/examples/yaml_define/example_sagemaker_params.json

@ -0,0 +1,18 @@
{
"ParallelismConfiguration":{
"MaxParallelExecutionSteps":1
},
"PipelineExecutionDescription":"run pipeline using ds",
"PipelineExecutionDisplayName":"ds-sagemaker-pipeline",
"PipelineName":"DsSagemakerPipeline",
"PipelineParameters":[
{
"Name":"InputData",
"Value": "s3://sagemaker/dataset/dataset.csv"
},
{
"Name":"InferenceData",
"Value": "s3://sagemaker/dataset/inference.csv"
}
]
}
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