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[AGENT-5360] Create Airflow Operator for Custom Job #86

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oleksandr-saienko
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This repository is public. Do not put here any private DataRobot or customer's data: code, datasets, model artifacts, .etc.

Summary

Added the next operatos:

  • CreateCustomJobOperator
  • AddFilesToCustomJobOperator
  • SetCustomJobExecutionEnvironmentOperator
  • SetCustomJobRuntimeParametersOperator
  • RunCustomJobOperator
  • ListExecutionEnvironmentOperator
  • ListExecutionEnvironmentVersionsOperator

Rationale

@datarobot-devinfragit6
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pipelineController framework is deprecated, please migrate CICD for this repository to Harness

@datarobot-devinfragit6
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pipelineController framework is deprecated, please migrate CICD for this repository to Harness

@datarobot-devinfragit6
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pipelineController framework is deprecated, please migrate CICD for this repository to Harness

@datarobot-devinfragit6
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pipelineController framework is deprecated, please migrate CICD for this repository to Harness

@datarobot-devinfragit6
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pipelineController framework is deprecated, please migrate CICD for this repository to Harness

@datarobot-devinfragit6
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pipelineController framework is deprecated, please migrate CICD for this repository to Harness

@datarobot-devinfragit6
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pipelineController framework is deprecated, please migrate CICD for this repository to Harness

@datarobot-devinfragit6
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pipelineController framework is deprecated, please migrate CICD for this repository to Harness

@brianbelljr
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FYI this is coming to experimental client - https://github.com/datarobot/public_api_client/pull/2941

params={},
)
def create_custom_custom_job():
create_custom_job_op = CreateCustomJobOperator(

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Does it make sense to create another kind of create operator which includes files, environment and runtime parameters all in one? This way the DAG could be simplified. Having these more specific operators makes sense, but I think a super-creator operator could be useful.

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@elatt elatt left a comment

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I recommend shelving this PR until the Python client has native support for Custom Jobs.

Comment on lines +66 to +72
response = dr.client.get_client().post(
"customJobs/",
data={
"name": self.name,
"description": self.description,
},
)
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With Custom Jobs going GA in 10.0 and having support in the Python Client at that time, I think we should postpone this PR until that time.

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6 participants