Lakeflow Spark 선언적 파이프라인 CLI(레거시)

Databricks Lakeflow Spark 선언적 파이프라인의 하위 명령을 databricks pipelines에 추가하여 실행합니다. 이러한 하위 명령은 Pipelines API를 호출합니다.

databricks pipelines -h

Usage: databricks pipelines [OPTIONS] COMMAND [ARGS]...

  Utility to interact with Databricks :re[LDP].

Options:
  -v, --version   0.18.0
  --debug         Debug Mode. Shows full stack trace on error.
  --profile TEXT  CLI connection profile to use. The default profile is
                  "DEFAULT".

  -h, --help      Show this message and exit.

Commands:
  create  Creates a pipeline.
  delete  Deletes the pipeline and cancels any active updates.
  deploy  [Deprecated] This command is deprecated, use create and edit
          commands instead.  Creates or edits a pipeline specified by the
          pipeline settings.

  edit    Edits a pipeline.
  get     Gets a pipeline's current settings and status.
  list    Lists all pipelines and their statuses.
  reset   [Deprecated] Use the "start --full-refresh" command instead. Resets
          a pipeline so that data can be reprocessed from the beginning.

  run     [Deprecated] Use the "start" command instead. Starts a pipeline
          update.

  start   Starts a pipeline update.
  stop    Stops the pipeline by cancelling any active update.

파이프라인 만들기

사용 설명서를 표시하려면 databricks pipelines create --help실행합니다.

사용법

databricks pipelines create --settings create-pipeline.json

create-pipeline.json:

{
  "name": "Wikipedia pipeline (SQL)",
  "storage": "/Users/username/data",
  "clusters": [
    {
      "label": "default",
      "autoscale": {
        "min_workers": 1,
        "max_workers": 5
      }
    }
  ],
  "libraries": [
    {
      "notebook": {
        "path": "/Users/username/DLT quickstart (SQL)"
      }
    }
  ],
  "target": "wikipedia_analysis",
  "continuous": false
}

Successfully created pipeline: https://<databricks-instance>/#joblist/pipelines/4ee6b5c2-7017-11ec-90d6-0242ac120003 with ID: 4ee6b5c2-7017-11ec-90d6-0242ac120003.

파이프라인 편집

사용 설명서를 표시하려면 databricks pipelines edit --help실행합니다.

사용법

databricks pipelines edit --settings edit-pipeline.json

edit-pipeline.json:

{
  "id": "4ee6b5c2-7017-11ec-90d6-0242ac120003",
  "name": "Wikipedia pipeline (SQL)",
  "storage": "/Users/username/data",
  "clusters": [
    {
      "label": "default",
      "autoscale": {
        "min_workers": 1,
        "max_workers": 3
      }
    }
  ],
  "libraries": [
    {
      "notebook": {
        "path": "/Users/username/DLT quickstart (SQL)"
      }
    }
  ],
  "target": "wikipedia_quickstart_data",
  "continuous": false
}

Successfully edited pipeline settings: https://<databricks-instance>/#joblist/pipelines/4ee6b5c2-7017-11ec-90d6-0242ac120003.

파이프라인 삭제

사용 설명서를 표시하려면 databricks pipelines delete --help실행합니다.

사용법

databricks pipelines delete --pipeline-id 4ee6b5c2-7017-11ec-90d6-0242ac120003

Pipeline 4ee6b5c2-7017-11ec-90d6-0242ac120003 deleted

파이프라인에 대한 정보 가져오기

사용 설명서를 표시하려면 databricks pipelines get --help실행합니다.

사용법

databricks pipelines get --pipeline-id 4ee6b5c2-7017-11ec-90d6-0242ac120003

{
  "pipeline_id": "4ee6b5c2-7017-11ec-90d6-0242ac120003",
  "spec": {
    "id": "4ee6b5c2-7017-11ec-90d6-0242ac120003",
    "name": "Wikipedia pipeline (SQL)",
    "storage": "/Users/username/data",
    "clusters": [
      {
        "label": "default",
        "autoscale": {
          "min_workers": 1,
          "max_workers": 5
        }
      }
    ],
    "libraries": [
      {
        "notebook": {
          "path": "/Users/username/DLT quickstart (SQL)"
        }
      }
    ],
    "target": "wikipedia_analysis",
    "continuous": false
  },
  "state": "IDLE",
  "name": "Wikipedia pipeline (SQL)",
  "creator_user_name": "username@databricks.com",
  "last_modified": 1641600056265
}

모든 파이프라인 및 해당 상태에 대한 정보 나열

사용 설명서를 표시하려면 databricks pipelines list --help실행합니다.

사용법

databricks pipelines list

[
  {
    "pipeline_id": "8a93e1b4-7024-11ec-90d6-0242ac120003",
    "state": "IDLE",
    "name": "Retail sales pipeline (SQL)",
    "latest_updates": [
      {
        "update_id": "9df03924-7024-11ec-90d6-0242ac120003",
        "state": "COMPLETED",
        "creation_time": "2021-10-29T16:18:57.982Z"
      },
      {
        "update_id": "a57e601c-7024-11ec-90d6-0242ac120003",
        "state": "COMPLETED",
        "creation_time": "2021-10-28T18:19:30.371Z"
      }
    ],
    "creator_user_name": "user@databricks.com"
  },
  {
    "pipeline_id": "b46e2670-7024-11ec-90d6-0242ac120003",
    "state": "IDLE",
    "name": ":re[LDP] quickstart (Python)",
    "latest_updates": [
      {
        "update_id": "bcd8fa2e-7024-11ec-90d6-0242ac120003",
        "state": "COMPLETED",
        "creation_time": "2021-12-16T18:19:25.827Z"
      },
      {
        "update_id": "c2c7a2c8-7024-11ec-90d6-0242ac120003",
        "state": "COMPLETED",
        "creation_time": "2021-10-29T22:22:32.586Z"
      },
      {
        "update_id": "c88d2818-7024-11ec-90d6-0242ac120003",
        "state": "COMPLETED",
        "creation_time": "2021-10-29T22:16:18.258Z"
      }
    ],
    "creator_user_name": "user@databricks.com"
  }
]

파이프라인 업데이트 시작

사용 설명서를 표시하려면 databricks pipelines start --help실행합니다.

databricks pipelines start --pipeline-id 4ee6b5c2-7017-11ec-90d6-0242ac120003

Started an update c6462e2e-beb7-4c24-a9d3-962eaa19781b for pipeline 4ee6b5c2-7017-11ec-90d6-0242ac120003.

전체 새로 고침을 사용하여 파이프라인 업데이트 시작

사용 설명서를 표시하려면 databricks pipelines start --help실행합니다.

사용법

databricks pipelines start --pipeline-id 4ee6b5c2-7017-11ec-90d6-0242ac120003 --full-refresh

Started an update ed885d3d-4fc0-44fd-b5dd-59471c789327 with full refresh for pipeline 4ee6b5c2-7017-11ec-90d6-0242ac120003.

파이프라인 업데이트 중지

사용 설명서를 표시하려면 databricks pipelines stop --help실행합니다.

사용법

databricks pipelines stop --pipeline-id 4ee6b5c2-7017-11ec-90d6-0242ac120003

Stopped pipeline 4ee6b5c2-7017-11ec-90d6-0242ac120003.