Databricks · Schema

TaskSettings

Artificial IntelligenceAnalyticsApache SparkBig DataCleanroomsCloud ComputingDataData AnalyticsData EngineeringData GovernanceDelta LakeDelta SharingETLIdentity ManagementLakehouseMachine-LearningMLflowModel ServingSecuritySQLUnity CatalogVector SearchVisualize

Properties

Name Type Description
task_key string A unique key for the task within the job. Used to reference the task in dependencies and logging.
description string A description of the task.
depends_on array An array of objects specifying the task dependencies. Each dependency is identified by its task_key.
existing_cluster_id string An existing cluster to run the task on.
job_cluster_key string Reference to a job_clusters entry.
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 to run this task.
timeout_seconds integer Timeout for this individual task.
max_retries integer Maximum number of retries for a failed task.
min_retry_interval_millis integer Minimum interval between retry attempts.
retry_on_timeout boolean Whether to retry when the task times out.
libraries array Libraries to install on the cluster running this task.
View JSON Schema on GitHub

JSON Schema

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": "A unique key for the task within the job. Used to reference the task in dependencies and logging."
    },
    "description": {
      "type": "string",
      "description": "A description of the task."
    },
    "depends_on": {
      "type": "array",
      "description": "An array of objects specifying the task dependencies. Each dependency is identified by its task_key."
    },
    "existing_cluster_id": {
      "type": "string",
      "description": "An existing cluster to run the task on."
    },
    "job_cluster_key": {
      "type": "string",
      "description": "Reference to a job_clusters entry."
    },
    "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 to run this task."
    },
    "timeout_seconds": {
      "type": "integer",
      "description": "Timeout for this individual task."
    },
    "max_retries": {
      "type": "integer",
      "description": "Maximum number of retries for a failed task."
    },
    "min_retry_interval_millis": {
      "type": "integer",
      "description": "Minimum interval between retry attempts."
    },
    "retry_on_timeout": {
      "type": "boolean",
      "description": "Whether to retry when the task times out."
    },
    "libraries": {
      "type": "array",
      "description": "Libraries to install on the cluster running this task."
    }
  }
}

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/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 form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

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