Azure Databricks · Schema

TaskSettings

AnalyticsApache SparkBig DataData EngineeringMachine-Learning

Properties

Name Type Description
task_key string Unique key for the task within the job. Must be unique among all tasks in the same job.
description string Optional description for the task
depends_on array Tasks this task depends on. The task will not start until all dependent tasks complete successfully.
existing_cluster_id string ID of an existing cluster to use for this task
job_cluster_key string Key of a job cluster specification to use. Refers to a cluster defined in the job's job_clusters field.
notebook_task object
spark_jar_task object
spark_python_task object
spark_submit_task object
pipeline_task object
python_wheel_task object
sql_task object
dbt_task object
run_if string Condition for running this task based on dependencies
timeout_seconds integer Timeout in seconds for this individual task
max_retries integer Maximum number of retries for this task
min_retry_interval_millis integer Minimum interval between retries in milliseconds
retry_on_timeout boolean Whether to retry the task if it times out
libraries array Libraries to install on the task cluster
View JSON Schema on GitHub

JSON Schema

azure-databricks-task-settings-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "title": "TaskSettings",
  "type": "object",
  "properties": {
    "task_key": {
      "type": "string",
      "description": "Unique key for the task within the job. Must be unique among all tasks in the same job."
    },
    "description": {
      "type": "string",
      "description": "Optional description for the task"
    },
    "depends_on": {
      "type": "array",
      "description": "Tasks this task depends on. The task will not start until all dependent tasks complete successfully."
    },
    "existing_cluster_id": {
      "type": "string",
      "description": "ID of an existing cluster to use for this task"
    },
    "job_cluster_key": {
      "type": "string",
      "description": "Key of a job cluster specification to use. Refers to a cluster defined in the job's job_clusters field."
    },
    "notebook_task": {
      "type": "object"
    },
    "spark_jar_task": {
      "type": "object"
    },
    "spark_python_task": {
      "type": "object"
    },
    "spark_submit_task": {
      "type": "object"
    },
    "pipeline_task": {
      "type": "object"
    },
    "python_wheel_task": {
      "type": "object"
    },
    "sql_task": {
      "type": "object"
    },
    "dbt_task": {
      "type": "object"
    },
    "run_if": {
      "type": "string",
      "description": "Condition for running this task based on dependencies"
    },
    "timeout_seconds": {
      "type": "integer",
      "description": "Timeout in seconds for this individual task"
    },
    "max_retries": {
      "type": "integer",
      "description": "Maximum number of retries for this task"
    },
    "min_retry_interval_millis": {
      "type": "integer",
      "description": "Minimum interval between retries in milliseconds"
    },
    "retry_on_timeout": {
      "type": "boolean",
      "description": "Whether to retry the task if it times out"
    },
    "libraries": {
      "type": "array",
      "description": "Libraries to install on the task cluster"
    }
  }
}

Work with this as data

Every JSON Schema here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for schemas

4 MCP tools reach this
  • find_json_schemasBrowse and filter every JSON Schema in the catalog.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This JSON Schema
curl "https://apis.io/api/v1/json-schemas/azure-databricks-task-settings"
All schemas
curl "https://apis.io/api/v1/json-schemas?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no email required.

A second provider on the same verified email joins the account you already have.