diff --git a/apps/docs/content/docs/integrations/databricks.mdx b/apps/docs/content/docs/integrations/databricks.mdx index e2407e3f117..f2397a3409a 100644 --- a/apps/docs/content/docs/integrations/databricks.mdx +++ b/apps/docs/content/docs/integrations/databricks.mdx @@ -11,15 +11,21 @@ import { BlockInfoCard } from "@/components/ui/block-info-card" /> {/* MANUAL-CONTENT-START:intro */} -Use [Databricks](https://www.databricks.com/) to run parameterized SQL against SQL warehouses with Unity Catalog support, list and trigger jobs, monitor runs, inspect clusters, and retrieve notebook outputs, errors, and logs. Connect with a personal access token and workspace host URL. +Use [Databricks](https://www.databricks.com/) to execute parameterized SQL, manage jobs and runs, control compute clusters and SQL warehouses, and work with Genie spaces. Connect with a personal access token and your Databricks workspace host URL. -Genie operations ask a space questions in natural language and return answers, generated SQL, result rows, and charts when available. Reuse a conversation for follow-up questions, or choose Genie agent mode for a research report. For job workflows, check run status before retrieving completed output. +SQL operations return inline JSON rows, including SQL nulls. If a statement is still running, poll **Get Statement**. Follow `nextChunkIndex` with **Get Statement Chunk** to retrieve additional rows, or use **Cancel Statement** to stop execution. Configure `rowLimit` and `byteLimit` for predictable result sizes; external-link and Arrow/CSV downloads are outside these SQL operations. + +Create, update, reset, or delete jobs; run saved jobs or submit one-time workloads. **Get Run** exposes task run IDs, resolved task values, repair history, and pagination. Use a task run ID with **Get Run Output**, and **Repair Run** to rerun failed tasks. Most job requests use Jobs API 2.2; existing offset pagination and notebook parameter overrides retain Jobs 2.1 compatibility. List operations return one page: pass `nextPageToken` back as `pageToken` to continue. + +Cluster operations support creating, configuring, starting, restarting, resizing, terminating, and permanently deleting compute. Warehouse operations support configuration, scaling, starting, stopping, and deletion. Nested settings use Databricks API field names in JSON inputs, while dedicated inputs use the names listed below. + +Genie operations create and update spaces, answer natural-language questions, manage conversation history, and retrieve generated SQL, results, and charts. Reuse the conversation ID for follow-ups. Use a space's `etag` when updating it to avoid overwriting concurrent changes. Agent mode supports research reports and response cancellation; it must be enabled in your workspace. {/* MANUAL-CONTENT-END */} ## Use the block [#usage-instructions] -Run SQL against Databricks warehouses, trigger and monitor job runs, inspect clusters, and retrieve run output. Ask questions of a Genie space, continue a conversation, or run Genie agent research. Supply a personal access token and workspace host URL. +Execute parameterized SQL and retrieve result chunks, create and manage jobs, submit and repair runs, manage compute clusters and SQL warehouses, and create or update Genie spaces. Ask Genie questions or run agent research, inspect conversations, and retrieve query results and charts. Connect with a personal access token and workspace host URL. ## Actions @@ -38,21 +44,30 @@ Execute a SQL statement against a Databricks SQL warehouse and return results in | `catalog` | string | No | Unity Catalog name \(equivalent to USE CATALOG\) | | `schema` | string | No | Schema name \(equivalent to USE SCHEMA\) | | `rowLimit` | number | No | Maximum number of rows to return | +| `sqlParameters` | json | No | Named parameters as \[\{name, value, type\}\]; null or omitted value represents SQL NULL | +| `byteLimit` | number | No | Maximum result size in bytes; truncation is reported in the output | +| `onWaitTimeout` | string | No | CONTINUE \(default\) or CANCEL execution when the wait timeout expires | | `waitTimeout` | string | No | How long to wait for results \(e.g., "50s"\). Range: "0s" or "5s" to "50s". Default: "50s" | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `statementId` | string | Unique identifier for the executed statement | -| `status` | string | Execution status \(SUCCEEDED, PENDING, RUNNING, FAILED, CANCELED, CLOSED\) | -| `columns` | array | Column schema of the result set | +| `totalChunks` | number | Number of result chunks | +| `chunkIndex` | number | Index of this result chunk | +| `rowOffset` | number | Starting row offset of this chunk | +| `rowCount` | number | Number of rows in this chunk | +| `nextChunkIndex` | number | Next chunk to retrieve with Get Statement Chunk; null on the final chunk | +| `nextChunkInternalLink` | string | Workspace-relative path to the next result chunk | +| `columns` | array | Column schema of the query result | | ↳ `name` | string | Column name | | ↳ `position` | number | Column position \(0-based\) | | ↳ `typeName` | string | Column type \(STRING, INT, LONG, DOUBLE, BOOLEAN, TIMESTAMP, DATE, DECIMAL, etc.\) | -| `data` | array | Result rows as a 2D array of strings where each inner array is a row of column values | +| `data` | array | Result rows as a 2D array; each non-null value is a string and null values stay null | | `totalRows` | number | Total number of rows in the result | -| `truncated` | boolean | Whether the result set was truncated due to row_limit or byte_limit | +| `truncated` | boolean | Whether the result set was truncated | +| `statementId` | string | SQL statement ID of the query | +| `status` | string | Statement status \(PENDING, RUNNING, SUCCEEDED, FAILED, CANCELED, CLOSED\) | ### Databricks Get Statement @@ -64,25 +79,32 @@ Poll a SQL statement by its ID to retrieve status and results. Use this after Ex | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | +| `warehouseId` | string | No | SQL warehouse identifier, when required by the statement endpoint | | `statementId` | string | Yes | The ID of the statement to fetch \(returned by Execute SQL\) | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `statementId` | string | Unique identifier for the statement | -| `status` | string | Execution status \(SUCCEEDED, PENDING, RUNNING, FAILED, CANCELED, CLOSED\) | -| `columns` | array | Column schema of the result set | +| `totalChunks` | number | Number of result chunks | +| `chunkIndex` | number | Index of this result chunk | +| `rowOffset` | number | Starting row offset of this chunk | +| `rowCount` | number | Number of rows in this chunk | +| `nextChunkIndex` | number | Next chunk to retrieve with Get Statement Chunk; null on the final chunk | +| `nextChunkInternalLink` | string | Workspace-relative path to the next result chunk | +| `columns` | array | Column schema of the query result | | ↳ `name` | string | Column name | | ↳ `position` | number | Column position \(0-based\) | | ↳ `typeName` | string | Column type \(STRING, INT, LONG, DOUBLE, BOOLEAN, TIMESTAMP, DATE, DECIMAL, etc.\) | -| `data` | array | Result rows as a 2D array of strings where each inner array is a row of column values | +| `data` | array | Result rows as a 2D array; each non-null value is a string and null values stay null | | `totalRows` | number | Total number of rows in the result | -| `truncated` | boolean | Whether the result set was truncated due to row_limit or byte_limit | +| `truncated` | boolean | Whether the result set was truncated | +| `statementId` | string | SQL statement ID of the query | +| `status` | string | Statement status \(PENDING, RUNNING, SUCCEEDED, FAILED, CANCELED, CLOSED\) | -### Databricks List Warehouses +### Databricks Get Statement Chunk -List all SQL warehouses in a Databricks workspace including their size, state, and type. Use this to discover the warehouse ID needed for Execute SQL. +Retrieve one chunk of an INLINE SQL result using nextChunkIndex from Execute SQL or Get Statement. #### Input @@ -90,24 +112,39 @@ List all SQL warehouses in a Databricks workspace including their size, state, a | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | +| `statementId` | string | Yes | SQL statement identifier | +| `chunkIndex` | number | Yes | Zero-based result chunk index | +| `warehouseId` | string | No | SQL warehouse identifier, when required by the statement endpoint | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `warehouses` | array | List of SQL warehouses in the workspace | -| ↳ `warehouseId` | string | Unique warehouse identifier | -| ↳ `name` | string | Warehouse display name | -| ↳ `clusterSize` | string | Warehouse size \(e.g., 2X-Small, Small, Medium, Large\) | -| ↳ `state` | string | Current state \(STARTING, RUNNING, STOPPING, STOPPED, DELETING, DELETED\) | -| ↳ `warehouseType` | string | Warehouse type \(CLASSIC, PRO\) | -| ↳ `creatorName` | string | Email of the warehouse creator | -| ↳ `autoStopMinutes` | number | Minutes of inactivity before auto-stop \(0 = disabled\) | -| ↳ `numClusters` | number | Current number of running clusters | -| ↳ `minNumClusters` | number | Minimum cluster count for scaling | -| ↳ `maxNumClusters` | number | Maximum cluster count for scaling | -| ↳ `numActiveSessions` | number | Number of active sessions | -| ↳ `enableServerlessCompute` | boolean | Whether serverless compute is enabled | +| `chunkIndex` | number | Index of this result chunk | +| `rowOffset` | number | Starting row offset of this chunk | +| `rowCount` | number | Number of rows in this chunk | +| `nextChunkIndex` | number | Next chunk to retrieve with Get Statement Chunk; null on the final chunk | +| `nextChunkInternalLink` | string | Workspace-relative path to the next result chunk | +| `data` | array | Result rows as a 2D array; each non-null value is a string and null values stay null | + +### Databricks Cancel Statement + +Request cancellation of an executing SQL statement; poll Get Statement to confirm its final status. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `statementId` | string | Yes | SQL statement identifier | +| `warehouseId` | string | No | SQL warehouse identifier, when required by the statement endpoint | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether the cancellation request was accepted | ### Databricks List Jobs @@ -120,7 +157,8 @@ List all jobs in a Databricks workspace with optional filtering by name. | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | | `limit` | number | No | Maximum number of jobs to return \(range 1-100, default 20\) | -| `offset` | number | No | Offset for pagination | +| `pageToken` | string | No | Token for the next or previous page; takes precedence over legacy offset | +| `offset` | number | No | Legacy Jobs 2.1 offset; prefer pageToken | | `name` | string | No | Filter jobs by exact name \(case-insensitive\) | | `expandTasks` | boolean | No | Include task and cluster details in the response \(max 100 elements\) | @@ -128,7 +166,39 @@ List all jobs in a Databricks workspace with optional filtering by name. | Parameter | Type | Description | | --------- | ---- | ----------- | +| `prevPageToken` | string | Token for the previous page | | `jobs` | array | List of jobs in the workspace | +| ↳ `tasks` | array | Task definitions and task run IDs; nested keys use Databricks API names | +| ↳ `task_key` | string | Task key | +| ↳ `run_id` | number | Task run ID for Get Run Output | +| ↳ `description` | string | Task description | +| ↳ `depends_on` | array | | +| ↳ `task_key` | string | Upstream task key | +| ↳ `outcome` | string | Required outcome of a condition task | +| ↳ `existing_cluster_id` | string | Existing compute cluster | +| ↳ `job_cluster_key` | string | Shared job cluster key | +| ↳ `notebook_task` | object | | +| ↳ `notebook_path` | string | Notebook path | +| ↳ `source` | string | WORKSPACE or GIT | +| ↳ `base_parameters` | object | Notebook parameter map | +| ↳ `state` | object | | +| ↳ `life_cycle_state` | string | | +| ↳ `result_state` | string | | +| ↳ `state_message` | string | | +| ↳ `resolved_values` | object | Resolved task parameters keyed by task type \(notebook_task, spark_python_task, sql_task, and other task variants\) | +| ↳ `start_time` | number | Task start in epoch milliseconds | +| ↳ `end_time` | number | Task end in epoch milliseconds | +| ↳ `run_page_url` | string | Task run URL | +| ↳ `jobClusters` | array | Shared job compute definitions | +| ↳ `job_cluster_key` | string | Cluster reference key | +| ↳ `new_cluster` | object | Cloud-dependent compute configuration | +| ↳ `spark_version` | string | | +| ↳ `node_type_id` | string | | +| ↳ `num_workers` | number | | +| ↳ `autoscale` | object | | +| ↳ `min_workers` | number | | +| ↳ `max_workers` | number | | +| ↳ `hasMore` | boolean | Whether tasks or job clusters have additional pages | | ↳ `jobId` | number | Unique job identifier | | ↳ `name` | string | Job name | | ↳ `createdTime` | number | Job creation timestamp \(epoch ms\) | @@ -138,9 +208,973 @@ List all jobs in a Databricks workspace with optional filtering by name. | `hasMore` | boolean | Whether more jobs are available for pagination | | `nextPageToken` | string | Token for fetching the next page of results | -### Databricks Get Job +### Databricks Get Job + +Get the full definition and settings of a single Databricks job by its job ID. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `includeTriggerState` | boolean | No | Include current job trigger state | +| `pageToken` | string | No | Token for the next page of tasks and job clusters | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `jobId` | number | Yes | The canonical identifier of the job to retrieve | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tasks` | array | Task definitions and task run IDs; nested keys use Databricks API names | +| ↳ `task_key` | string | Task key | +| ↳ `run_id` | number | Task run ID for Get Run Output | +| ↳ `description` | string | Task description | +| ↳ `depends_on` | array | | +| ↳ `task_key` | string | Upstream task key | +| ↳ `outcome` | string | Required outcome of a condition task | +| ↳ `existing_cluster_id` | string | Existing compute cluster | +| ↳ `job_cluster_key` | string | Shared job cluster key | +| ↳ `notebook_task` | object | | +| ↳ `notebook_path` | string | Notebook path | +| ↳ `source` | string | WORKSPACE or GIT | +| ↳ `base_parameters` | object | Notebook parameter map | +| ↳ `state` | object | | +| ↳ `life_cycle_state` | string | | +| ↳ `result_state` | string | | +| ↳ `state_message` | string | | +| ↳ `resolved_values` | object | Resolved task parameters keyed by task type \(notebook_task, spark_python_task, sql_task, and other task variants\) | +| ↳ `start_time` | number | Task start in epoch milliseconds | +| ↳ `end_time` | number | Task end in epoch milliseconds | +| ↳ `run_page_url` | string | Task run URL | +| `jobClusters` | array | Shared job compute definitions | +| ↳ `job_cluster_key` | string | Cluster reference key | +| ↳ `new_cluster` | object | Cloud-dependent compute configuration | +| ↳ `spark_version` | string | | +| ↳ `node_type_id` | string | | +| ↳ `num_workers` | number | | +| ↳ `autoscale` | object | | +| ↳ `min_workers` | number | | +| ↳ `max_workers` | number | | +| `description` | string | Job description | +| `parameters` | array | Job parameter definitions | +| `queue` | object | Job queue settings | +| `triggerState` | object | Current file-arrival, table-update, or periodic trigger state | +| ↳ `file_arrival` | object | | +| ↳ `table` | object | | +| ↳ `last_seen_table_states` | array | | +| `nextPageToken` | string | Token for the next page of tasks or job clusters | +| `jobId` | number | The job ID | +| `name` | string | Job name | +| `creatorUserName` | string | Email of the job creator | +| `runAsUserName` | string | User the job runs as | +| `createdTime` | number | Job creation timestamp \(epoch ms\) | +| `format` | string | Job format \(SINGLE_TASK or MULTI_TASK\) | +| `maxConcurrentRuns` | number | Maximum number of concurrent runs | +| `timeoutSeconds` | number | Job-level timeout in seconds \(0 or null means no timeout\) | +| `schedule` | object | Cron schedule configuration \(quartz_cron_expression, timezone_id, pause_status\) | +| `tags` | object | Key-value tags applied to the job | + +### Databricks Create Job + +Create a Databricks job with tasks, scheduling, execution identity, and notifications. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `accessControlList` | json | No | Initial permissions as \[\{user_name, group_name, service_principal_name, permission_level\}\] | +| `name` | string | No | Display name of the job | +| `description` | string | No | Description of the job | +| `emailNotifications` | json | No | Email recipients by event, such as \{on_failure: \["ops@example.com"\]\} | +| `webhookNotifications` | json | No | Notification destination IDs grouped by event | +| `notificationSettings` | json | No | Notification preferences for skipped runs, canceled runs, and retries | +| `timeoutSeconds` | number | No | Maximum run duration in seconds; 0 disables the timeout | +| `health` | json | No | Health rules as \{rules: \[\{metric, op, value\}\]\} | +| `schedule` | json | No | Quartz schedule as \{quartz_cron_expression, timezone_id, pause_status\} | +| `jobTrigger` | json | No | Job trigger settings in Databricks API format | +| `continuous` | json | No | Continuous execution settings; mutually exclusive with schedule | +| `maxConcurrentRuns` | number | No | Maximum simultaneous runs allowed for this job | +| `tasks` | json | No | Task definitions using Databricks API fields, including task_key, depends_on, and notebook_task or other task types | +| `jobClusters` | json | No | Shared job clusters as \[\{job_cluster_key, new_cluster\}\] | +| `gitSource` | json | No | Git repository URL, provider, and branch, tag, or commit | +| `tags` | json | No | Job tags as a JSON object of string keys and values | +| `queue` | json | No | Queue behavior as \{enabled: true\} or \{enabled: false\} | +| `parameters` | json | No | Job parameter definitions as \[\{name, default\}\] | +| `runAs` | json | No | Execution identity as \{user_name\} or \{service_principal_name\} | +| `editMode` | string | No | Whether the job can be edited in the Databricks UI | +| `deployment` | json | No | External deployment metadata including kind and metadata_file_path | +| `environments` | json | No | Task environments as \[\{environment_key, spec\}\] | +| `budgetPolicyId` | string | No | Serverless budget policy identifier | +| `performanceTarget` | string | No | Serverless performance mode: STANDARD or PERFORMANCE_OPTIMIZED | +| `triggers` | json | No | Job trigger definitions; cannot be combined with the singular trigger setting | +| `environmentVariables` | json | No | Named environment variable definitions in Databricks API format | +| `maxRetries` | number | No | Maximum retry count; -1 retries indefinitely and 0 disables retries | +| `minRetryIntervalMillis` | number | No | Minimum time in milliseconds between attempts | +| `retryOnTimeout` | boolean | No | Whether a timed-out run should be retried | +| `disableAutoOptimization` | boolean | No | Disable serverless automatic optimization | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `jobId` | number | Job identifier | + +### Databricks Update Job + +Merge selected settings into a Databricks job and optionally remove settings or tasks. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `jobId` | number | Yes | Job identifier | +| `newSettings` | json | No | Job settings in Databricks API format; Update merges top-level fields and task keys, Reset replaces all settings | +| `fieldsToRemove` | json | No | Settings to remove, such as \["schedule", "tasks/task_key"\] | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Reset Job + +Replace all settings of a Databricks job. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `jobId` | number | Yes | Job identifier | +| `newSettings` | json | Yes | Job settings in Databricks API format; Update merges top-level fields and task keys, Reset replaces all settings | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Delete Job + +Delete a Databricks job and cancel its active runs. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `jobId` | number | Yes | Job identifier | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Run Job + +Trigger an existing Databricks job to run immediately with optional job-level or notebook parameters. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `only` | json | No | Task keys to run; omit to run every task | +| `queue` | json | No | Run queue settings as \{enabled: true\} or \{enabled: false\} | +| `performanceTarget` | string | No | Serverless performance: STANDARD or PERFORMANCE_OPTIMIZED | +| `pipelineParams` | json | No | Pipeline full_refresh and selective table or flow settings | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `jobId` | number | Yes | The ID of the job to trigger | +| `jobParameters` | json | No | Job-level parameter overrides as a JSON object \(e.g., \{"key": "value"\}\) | +| `notebookParams` | json | No | Notebook task parameters as a JSON object \(e.g., \{"param1": "value1"\}\) | +| `idempotencyToken` | string | No | Idempotency token to prevent duplicate runs \(max 64 characters\) | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `runId` | number | The globally unique ID of the triggered run | +| `numberInJob` | number | The sequence number of this run among all runs of the job | + +### Databricks Submit Run + +Submit a one-time task run without creating a saved job. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `accessControlList` | json | No | Initial permissions as \[\{user_name, group_name, service_principal_name, permission_level\}\] | +| `queue` | json | No | Queue behavior as \{enabled: true\} or \{enabled: false\} | +| `runAs` | json | No | Execution identity as \{user_name\} or \{service_principal_name\} | +| `runName` | string | No | Display name of the one-time run | +| `timeoutSeconds` | number | No | Maximum run duration in seconds; 0 disables the timeout | +| `health` | json | No | Health rules as \{rules: \[\{metric, op, value\}\]\} | +| `idempotencyToken` | string | No | Retry token that prevents duplicate runs; at most 64 characters | +| `tasks` | json | No | Task definitions using Databricks API fields, including task_key, depends_on, and notebook_task or other task types | +| `gitSource` | json | No | Git repository URL, provider, and branch, tag, or commit | +| `webhookNotifications` | json | No | Notification destination IDs grouped by event | +| `emailNotifications` | json | No | Email recipients by event, such as \{on_failure: \["ops@example.com"\]\} | +| `notificationSettings` | json | No | Notification preferences for skipped runs, canceled runs, and retries | +| `environments` | json | No | Task environments as \[\{environment_key, spec\}\] | +| `budgetPolicyId` | string | No | Serverless budget policy identifier | +| `environmentVariables` | json | No | Named environment variable definitions in Databricks API format | +| `performanceTarget` | string | No | Serverless performance mode: STANDARD or PERFORMANCE_OPTIMIZED | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `runId` | number | Run identifier | + +### Databricks List Runs + +List job runs in a Databricks workspace with optional filtering by job, status, and time range. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `jobId` | number | No | Filter runs by job ID. Omit to list runs across all jobs | +| `activeOnly` | boolean | No | Only include active runs \(PENDING, RUNNING, or TERMINATING\) | +| `completedOnly` | boolean | No | Only include completed runs | +| `limit` | number | No | Maximum number of runs to return \(range 1-24, default 20\) | +| `pageToken` | string | No | Token for the next or previous page; takes precedence over legacy offset | +| `offset` | number | No | Legacy Jobs 2.1 offset; prefer pageToken | +| `expandTasks` | boolean | No | Include the first 100 tasks and job clusters for each run | +| `runType` | string | No | Filter by run type \(JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN\) | +| `startTimeFrom` | number | No | Filter runs started at or after this timestamp \(epoch ms\) | +| `startTimeTo` | number | No | Filter runs started at or before this timestamp \(epoch ms\) | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `prevPageToken` | string | Token for the previous page | +| `runs` | array | List of job runs | +| ↳ `tasks` | array | Task definitions and task run IDs; nested keys use Databricks API names | +| ↳ `task_key` | string | Task key | +| ↳ `run_id` | number | Task run ID for Get Run Output | +| ↳ `description` | string | Task description | +| ↳ `depends_on` | array | | +| ↳ `task_key` | string | Upstream task key | +| ↳ `outcome` | string | Required outcome of a condition task | +| ↳ `existing_cluster_id` | string | Existing compute cluster | +| ↳ `job_cluster_key` | string | Shared job cluster key | +| ↳ `notebook_task` | object | | +| ↳ `notebook_path` | string | Notebook path | +| ↳ `source` | string | WORKSPACE or GIT | +| ↳ `base_parameters` | object | Notebook parameter map | +| ↳ `state` | object | | +| ↳ `life_cycle_state` | string | | +| ↳ `result_state` | string | | +| ↳ `state_message` | string | | +| ↳ `resolved_values` | object | Resolved task parameters keyed by task type \(notebook_task, spark_python_task, sql_task, and other task variants\) | +| ↳ `start_time` | number | Task start in epoch milliseconds | +| ↳ `end_time` | number | Task end in epoch milliseconds | +| ↳ `run_page_url` | string | Task run URL | +| ↳ `jobClusters` | array | Shared job compute definitions | +| ↳ `job_cluster_key` | string | Cluster reference key | +| ↳ `new_cluster` | object | Cloud-dependent compute configuration | +| ↳ `spark_version` | string | | +| ↳ `node_type_id` | string | | +| ↳ `num_workers` | number | | +| ↳ `autoscale` | object | | +| ↳ `min_workers` | number | | +| ↳ `max_workers` | number | | +| ↳ `runStatus` | object | Run lifecycle and termination or queue details | +| ↳ `state` | string | Current lifecycle state | +| ↳ `termination_details` | object | | +| ↳ `code` | string | | +| ↳ `type` | string | | +| ↳ `message` | string | | +| ↳ `queue_details` | object | | +| ↳ `code` | string | | +| ↳ `message` | string | | +| ↳ `hasMore` | boolean | Whether tasks or job clusters have additional pages | +| ↳ `runPageUrl` | string | Run details URL | +| ↳ `runId` | number | Unique run identifier | +| ↳ `jobId` | number | Job this run belongs to | +| ↳ `runName` | string | Run name | +| ↳ `runType` | string | Run type \(JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN\) | +| ↳ `state` | object | Run state information | +| ↳ `lifeCycleState` | string | Lifecycle state \(QUEUED, PENDING, RUNNING, TERMINATING, TERMINATED, SKIPPED, INTERNAL_ERROR, BLOCKED, WAITING_FOR_RETRY\) | +| ↳ `resultState` | string | Result state \(SUCCESS, FAILED, TIMEDOUT, CANCELED, SUCCESS_WITH_FAILURES, UPSTREAM_FAILED, UPSTREAM_CANCELED, EXCLUDED\) | +| ↳ `stateMessage` | string | Descriptive state message | +| ↳ `userCancelledOrTimedout` | boolean | Whether the run was cancelled by user or timed out | +| ↳ `startTime` | number | Run start timestamp \(epoch ms\) | +| ↳ `endTime` | number | Run end timestamp \(epoch ms\) | +| `hasMore` | boolean | Whether more runs are available for pagination | +| `nextPageToken` | string | Token for fetching the next page of results | + +### Databricks Get Run + +Get the status, timing, and details of a Databricks job run by its run ID. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `pageToken` | string | No | Token for the next page of tasks and job clusters | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `runId` | number | Yes | The canonical identifier of the run | +| `includeHistory` | boolean | No | Include repair history in the response | +| `includeResolvedValues` | boolean | No | Include resolved parameter values in the response | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tasks` | array | Task definitions and task run IDs; nested keys use Databricks API names | +| ↳ `task_key` | string | Task key | +| ↳ `run_id` | number | Task run ID for Get Run Output | +| ↳ `description` | string | Task description | +| ↳ `depends_on` | array | | +| ↳ `task_key` | string | Upstream task key | +| ↳ `outcome` | string | Required outcome of a condition task | +| ↳ `existing_cluster_id` | string | Existing compute cluster | +| ↳ `job_cluster_key` | string | Shared job cluster key | +| ↳ `notebook_task` | object | | +| ↳ `notebook_path` | string | Notebook path | +| ↳ `source` | string | WORKSPACE or GIT | +| ↳ `base_parameters` | object | Notebook parameter map | +| ↳ `state` | object | | +| ↳ `life_cycle_state` | string | | +| ↳ `result_state` | string | | +| ↳ `state_message` | string | | +| ↳ `resolved_values` | object | Resolved task parameters keyed by task type \(notebook_task, spark_python_task, sql_task, and other task variants\) | +| ↳ `start_time` | number | Task start in epoch milliseconds | +| ↳ `end_time` | number | Task end in epoch milliseconds | +| ↳ `run_page_url` | string | Task run URL | +| `jobClusters` | array | Shared job compute definitions | +| ↳ `job_cluster_key` | string | Cluster reference key | +| ↳ `new_cluster` | object | Cloud-dependent compute configuration | +| ↳ `spark_version` | string | | +| ↳ `node_type_id` | string | | +| ↳ `num_workers` | number | | +| ↳ `autoscale` | object | | +| ↳ `min_workers` | number | | +| ↳ `max_workers` | number | | +| `runStatus` | object | Run lifecycle and termination or queue details | +| ↳ `state` | string | Current lifecycle state | +| ↳ `termination_details` | object | | +| ↳ `code` | string | | +| ↳ `type` | string | | +| ↳ `message` | string | | +| ↳ `queue_details` | object | | +| ↳ `code` | string | | +| ↳ `message` | string | | +| `repairHistory` | array | Prior repairs; pass the latest id to Repair Run | +| ↳ `id` | number | | +| ↳ `task_run_ids` | array | | +| ↳ `status` | object | Run lifecycle and termination or queue details | +| ↳ `state` | string | Current lifecycle state | +| ↳ `termination_details` | object | | +| ↳ `code` | string | | +| ↳ `type` | string | | +| ↳ `message` | string | | +| ↳ `queue_details` | object | | +| ↳ `code` | string | | +| ↳ `message` | string | | +| `jobParameters` | array | Resolved job parameter values | +| `runDuration` | number | Run duration including repairs in milliseconds | +| `nextPageToken` | string | Token for the next page of tasks or job clusters | +| `runId` | number | The run ID | +| `jobId` | number | The job ID this run belongs to | +| `runName` | string | Name of the run | +| `runType` | string | Type of run \(JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN\) | +| `attemptNumber` | number | Retry attempt number \(0 for initial attempt\) | +| `state` | object | Run state information | +| ↳ `lifeCycleState` | string | Lifecycle state \(QUEUED, PENDING, RUNNING, TERMINATING, TERMINATED, SKIPPED, INTERNAL_ERROR, BLOCKED, WAITING_FOR_RETRY\) | +| ↳ `resultState` | string | Result state \(SUCCESS, FAILED, TIMEDOUT, CANCELED, SUCCESS_WITH_FAILURES, UPSTREAM_FAILED, UPSTREAM_CANCELED, EXCLUDED\) | +| ↳ `stateMessage` | string | Descriptive message for the current state | +| ↳ `userCancelledOrTimedout` | boolean | Whether the run was cancelled by user or timed out | +| `startTime` | number | Run start timestamp \(epoch ms\) | +| `endTime` | number | Run end timestamp \(epoch ms, 0 if still running\) | +| `setupDuration` | number | Cluster setup duration \(ms\) | +| `executionDuration` | number | Execution duration \(ms\) | +| `cleanupDuration` | number | Cleanup duration \(ms\) | +| `queueDuration` | number | Time spent in queue before execution \(ms\) | +| `runPageUrl` | string | URL to the run detail page in Databricks UI | +| `creatorUserName` | string | Email of the user who triggered the run | + +### Databricks Get Run Output + +Get the output of a completed Databricks job run, including notebook results, error messages, and logs. For multi-task jobs, use the task run ID (not the parent run ID). + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `runId` | number | Yes | The run ID to get output for. For multi-task jobs, use the task run ID | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `info` | string | Additional output information | +| `runJobOutput` | object | Run Job task result | +| ↳ `run_id` | number | Child run identifier | +| `dbtOutput` | object | dbt artifact download information | +| ↳ `artifacts_link` | string | Temporary artifact URL | +| ↳ `artifacts_headers` | object | Headers required to fetch the artifact | +| `sqlOutput` | object | SQL query, alert, or dashboard task results | +| ↳ `query_output` | object | | +| ↳ `alert_output` | object | | +| ↳ `dashboard_output` | object | | +| ↳ `widgets` | array | | +| `notebookOutput` | object | Notebook task output \(from dbutils.notebook.exit\(\)\) | +| ↳ `result` | string | Value passed to dbutils.notebook.exit\(\) \(max 5 MB\) | +| ↳ `truncated` | boolean | Whether the result was truncated | +| `error` | string | Error message if the run failed or output is unavailable | +| `errorTrace` | string | Error stack trace if available | +| `logs` | string | Log output \(last 5 MB\) from spark_jar, spark_python, or python_wheel tasks | +| `logsTruncated` | boolean | Whether the log output was truncated | + +### Databricks Repair Run + +Rerun failed or selected tasks within an existing Databricks run. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `runId` | number | Yes | Run identifier | +| `latestRepairId` | number | No | Most recent repair ID; required after the first repair of a run | +| `rerunTasks` | json | No | Task keys to repair; mutually exclusive with rerunAllFailedTasks | +| `jobParameters` | json | No | Job-level parameter overrides as a JSON object of string keys and values | +| `rerunAllFailedTasks` | boolean | No | Repair every failed task instead of specifying task keys | +| `rerunDependentTasks` | boolean | No | Also rerun tasks downstream of the selected failed tasks | +| `performanceTarget` | string | No | Serverless performance mode: STANDARD or PERFORMANCE_OPTIMIZED | +| `pipelineParams` | json | No | Pipeline refresh settings, including full_refresh and selective table or flow lists | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `repairId` | number | Identifier of the repair; pass it as latestRepairId on the next repair | + +### Databricks Cancel Run + +Cancel a running or pending Databricks job run. Cancellation is asynchronous; poll the run status to confirm termination. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `runId` | number | Yes | The canonical identifier of the run to cancel | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether the cancel request was accepted | + +### Databricks Cancel All Runs + +Request cancellation of active runs of a job or queued runs in the workspace. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `jobId` | number | No | Job identifier | +| `allQueuedRuns` | boolean | No | Cancel queued runs; without a job ID this applies to the workspace | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Delete Run + +Delete a completed Databricks job run. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `runId` | number | Yes | Run identifier | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks List Clusters + +List a page of clusters in a Databricks workspace including their state, configuration, and resource details. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `pageSize` | number | No | Resources per page \(default 20\) | +| `pageToken` | string | No | Token returned by the previous list request | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `nextPageToken` | string | Token for the next page | +| `prevPageToken` | string | Token for the previous page | +| `clusters` | array | List of clusters in the workspace | +| ↳ `policyId` | string | Compute policy identifier | +| ↳ `dataSecurityMode` | string | Cluster access mode | +| ↳ `terminatedTime` | number | Cluster termination time in epoch milliseconds | +| ↳ `customTags` | object | Custom cluster tags | +| ↳ `terminationReason` | object | Reason for termination \(code, type, parameters\) | +| ↳ `parameters` | object | Provider-specific termination parameters | +| ↳ `clusterId` | string | Unique cluster identifier | +| ↳ `clusterName` | string | Cluster display name | +| ↳ `state` | string | Current state \(PENDING, RUNNING, RESTARTING, RESIZING, TERMINATING, TERMINATED, ERROR, UNKNOWN\) | +| ↳ `stateMessage` | string | Human-readable state description | +| ↳ `creatorUserName` | string | Email of the cluster creator | +| ↳ `sparkVersion` | string | Spark runtime version \(e.g., 13.3.x-scala2.12\) | +| ↳ `nodeTypeId` | string | Worker node type identifier | +| ↳ `driverNodeTypeId` | string | Driver node type identifier | +| ↳ `numWorkers` | number | Number of worker nodes \(for fixed-size clusters\) | +| ↳ `autoscale` | object | Autoscaling configuration \(null for fixed-size clusters\) | +| ↳ `minWorkers` | number | Minimum number of workers | +| ↳ `maxWorkers` | number | Maximum number of workers | +| ↳ `clusterSource` | string | Origin \(API, UI, JOB, MODELS, PIPELINE, PIPELINE_MAINTENANCE, SQL\) | +| ↳ `autoterminationMinutes` | number | Minutes of inactivity before auto-termination \(0 = disabled\) | +| ↳ `startTime` | number | Cluster start timestamp \(epoch ms\) | + +### Databricks Get Cluster + +Get the state, configuration, and resource details of a single Databricks cluster by its cluster ID. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `clusterId` | string | Yes | The ID of the cluster to retrieve | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `cluster` | object | Cluster detail | +| ↳ `policyId` | string | Compute policy identifier | +| ↳ `dataSecurityMode` | string | Cluster access mode | +| ↳ `terminatedTime` | number | Cluster termination time in epoch milliseconds | +| ↳ `customTags` | object | Custom cluster tags | +| ↳ `terminationReason` | object | Reason for termination \(code, type, parameters\) | +| ↳ `parameters` | object | Provider-specific termination parameters | +| ↳ `clusterId` | string | Unique cluster identifier | +| ↳ `clusterName` | string | Cluster display name | +| ↳ `state` | string | Current state \(PENDING, RUNNING, RESTARTING, RESIZING, TERMINATING, TERMINATED, ERROR, UNKNOWN\) | +| ↳ `stateMessage` | string | Human-readable state description | +| ↳ `creatorUserName` | string | Email of the cluster creator | +| ↳ `sparkVersion` | string | Spark runtime version \(e.g., 13.3.x-scala2.12\) | +| ↳ `nodeTypeId` | string | Worker node type identifier | +| ↳ `driverNodeTypeId` | string | Driver node type identifier | +| ↳ `numWorkers` | number | Number of worker nodes \(for fixed-size clusters\) | +| ↳ `autoscale` | object | Autoscaling configuration \(null for fixed-size clusters\) | +| ↳ `minWorkers` | number | Minimum number of workers | +| ↳ `maxWorkers` | number | Maximum number of workers | +| ↳ `clusterSource` | string | Origin \(API, UI, JOB, MODELS, PIPELINE, PIPELINE_MAINTENANCE, SQL\) | +| ↳ `autoterminationMinutes` | number | Minutes of inactivity before auto-termination \(0 = disabled\) | +| ↳ `startTime` | number | Cluster start timestamp \(epoch ms\) | + +### Databricks Create Cluster + +Create a compute cluster with runtime, sizing, policy, and cloud-specific settings. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `applyPolicyDefaultValues` | boolean | No | Fill unspecified settings from the compute policy defaults | +| `cloneFrom` | json | No | Clone source as \{source_cluster_id, clone_source\} | +| `numWorkers` | number | No | Fixed worker count; use this or autoscale | +| `autoscale` | json | No | Worker range as \{min_workers, max_workers\}; use this or numWorkers | +| `clusterName` | string | No | Display name of the compute cluster | +| `sparkVersion` | string | No | Databricks runtime version, or omit when supplied by a compute policy | +| `sparkConf` | json | No | Spark configuration as a JSON map | +| `awsAttributes` | json | No | AWS compute configuration such as availability, zone_id, and instance_profile_arn | +| `azureAttributes` | json | No | Azure compute configuration such as availability and spot_bid_max_price | +| `gcpAttributes` | json | No | GCP compute configuration such as availability and zone_id | +| `nodeTypeId` | string | No | Worker node type identifier | +| `driverNodeTypeId` | string | No | Driver node type identifier | +| `workerNodeTypeFlexibility` | json | No | Alternative worker node type selection settings | +| `driverNodeTypeFlexibility` | json | No | Alternative driver node type selection settings | +| `sshPublicKeys` | json | No | SSH public keys to install on the cluster | +| `customTags` | json | No | Custom cluster tags as a JSON map | +| `clusterLogConf` | json | No | Cluster log destination in Databricks API format | +| `sparkEnvVars` | json | No | Environment variables for the Spark processes as a JSON map | +| `autoterminationMinutes` | number | No | Idle minutes before termination; 0 disables automatic termination | +| `enableElasticDisk` | boolean | No | Allow automatic expansion of attached storage | +| `initScripts` | json | No | Cluster initialization script locations in Databricks API format | +| `dockerImage` | json | No | Custom container image URL and optional basic_auth settings | +| `instancePoolId` | string | No | Worker instance pool identifier | +| `singleUserName` | string | No | Assigned user or service principal for dedicated access mode | +| `policyId` | string | No | Compute policy identifier | +| `enableLocalDiskEncryption` | boolean | No | Encrypt local cluster storage | +| `driverInstancePoolId` | string | No | Driver instance pool identifier | +| `workloadType` | json | No | Permitted workload types in Databricks API format | +| `dataSecurityMode` | string | No | Cluster access mode | +| `runtimeEngine` | string | No | Runtime execution engine | +| `kind` | string | No | Compute kind | +| `useMlRuntime` | boolean | No | Use a machine learning runtime | +| `isSingleNode` | boolean | No | Create a single-node compute resource | +| `remoteDiskThroughput` | number | No | Remote disk throughput setting | +| `totalInitialRemoteDiskSize` | number | No | Initial remote disk size setting | +| `dependencyMode` | string | No | Cluster dependency mode | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `clusterId` | string | Compute cluster identifier | + +### Databricks Edit Cluster + +Replace a compute cluster configuration; a running cluster restarts to apply the changes. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `clusterId` | string | Yes | Compute cluster identifier | +| `applyPolicyDefaultValues` | boolean | No | Fill unspecified settings from the compute policy defaults | +| `numWorkers` | number | No | Fixed worker count; use this or autoscale | +| `autoscale` | json | No | Worker range as \{min_workers, max_workers\}; use this or numWorkers | +| `clusterName` | string | No | Display name of the compute cluster | +| `sparkVersion` | string | No | Databricks runtime version, or omit when supplied by a compute policy | +| `sparkConf` | json | No | Spark configuration as a JSON map | +| `awsAttributes` | json | No | AWS compute configuration such as availability, zone_id, and instance_profile_arn | +| `azureAttributes` | json | No | Azure compute configuration such as availability and spot_bid_max_price | +| `gcpAttributes` | json | No | GCP compute configuration such as availability and zone_id | +| `nodeTypeId` | string | No | Worker node type identifier | +| `driverNodeTypeId` | string | No | Driver node type identifier | +| `workerNodeTypeFlexibility` | json | No | Alternative worker node type selection settings | +| `driverNodeTypeFlexibility` | json | No | Alternative driver node type selection settings | +| `sshPublicKeys` | json | No | SSH public keys to install on the cluster | +| `customTags` | json | No | Custom cluster tags as a JSON map | +| `clusterLogConf` | json | No | Cluster log destination in Databricks API format | +| `sparkEnvVars` | json | No | Environment variables for the Spark processes as a JSON map | +| `autoterminationMinutes` | number | No | Idle minutes before termination; 0 disables automatic termination | +| `enableElasticDisk` | boolean | No | Allow automatic expansion of attached storage | +| `initScripts` | json | No | Cluster initialization script locations in Databricks API format | +| `dockerImage` | json | No | Custom container image URL and optional basic_auth settings | +| `instancePoolId` | string | No | Worker instance pool identifier | +| `singleUserName` | string | No | Assigned user or service principal for dedicated access mode | +| `policyId` | string | No | Compute policy identifier | +| `enableLocalDiskEncryption` | boolean | No | Encrypt local cluster storage | +| `driverInstancePoolId` | string | No | Driver instance pool identifier | +| `workloadType` | json | No | Permitted workload types in Databricks API format | +| `dataSecurityMode` | string | No | Cluster access mode | +| `runtimeEngine` | string | No | Runtime execution engine | +| `kind` | string | No | Compute kind | +| `useMlRuntime` | boolean | No | Use a machine learning runtime | +| `isSingleNode` | boolean | No | Create a single-node compute resource | +| `remoteDiskThroughput` | number | No | Remote disk throughput setting | +| `totalInitialRemoteDiskSize` | number | No | Initial remote disk size setting | +| `dependencyMode` | string | No | Cluster dependency mode | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Start Cluster + +Start a terminated all-purpose compute cluster. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `clusterId` | string | Yes | Compute cluster identifier | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Restart Cluster + +Restart a running compute cluster. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `clusterId` | string | Yes | Compute cluster identifier | +| `restartUser` | string | No | User requesting the cluster restart | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Resize Cluster + +Change the fixed worker count or autoscaling range of a running cluster. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `clusterId` | string | Yes | Compute cluster identifier | +| `numWorkers` | number | No | Fixed worker count; use this or autoscale | +| `autoscale` | json | No | Worker range as \{min_workers, max_workers\}; use this or numWorkers | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Terminate Cluster + +Terminate a compute cluster while retaining its configuration for a later restart. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `clusterId` | string | Yes | Compute cluster identifier | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Delete Cluster + +Permanently delete a compute cluster and its configuration. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `clusterId` | string | Yes | Compute cluster identifier | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks List Warehouses + +List a page of SQL warehouses in a Databricks workspace including their size, state, and type. Use this to discover the warehouse ID needed for Execute SQL. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `pageSize` | number | No | Resources per page \(default 20\) | +| `pageToken` | string | No | Token returned by the previous list request | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `nextPageToken` | string | Token for the next page | +| `warehouses` | array | List of SQL warehouses in the workspace | +| ↳ `jdbcUrl` | string | JDBC connection string | +| ↳ `odbcParams` | object | ODBC connection settings | +| ↳ `hostname` | string | | +| ↳ `path` | string | | +| ↳ `protocol` | string | | +| ↳ `port` | number | | +| ↳ `health` | object | Warehouse health and failure reason | +| ↳ `status` | string | | +| ↳ `failure_reason` | object | | +| ↳ `code` | string | | +| ↳ `type` | string | | +| ↳ `parameters` | object | | +| ↳ `tags` | object | Warehouse tags | +| ↳ `custom_tags` | array | | +| ↳ `key` | string | | +| ↳ `value` | string | | +| ↳ `enablePhoton` | boolean | Whether Photon is enabled | +| ↳ `spotInstancePolicy` | string | Spot instance policy | +| ↳ `channel` | object | Warehouse release channel | +| ↳ `name` | string | | +| ↳ `statementTimeout` | number | Statement timeout in seconds | +| ↳ `warehouseId` | string | Unique warehouse identifier | +| ↳ `name` | string | Warehouse display name | +| ↳ `clusterSize` | string | Warehouse size \(e.g., 2X-Small, Small, Medium, Large\) | +| ↳ `state` | string | Current state \(STARTING, RUNNING, STOPPING, STOPPED, DELETING, DELETED\) | +| ↳ `warehouseType` | string | Warehouse type \(CLASSIC, PRO\) | +| ↳ `creatorName` | string | Email of the warehouse creator | +| ↳ `autoStopMinutes` | number | Minutes of inactivity before auto-stop \(0 = disabled\) | +| ↳ `numClusters` | number | Current number of running clusters | +| ↳ `minNumClusters` | number | Minimum cluster count for scaling | +| ↳ `maxNumClusters` | number | Maximum cluster count for scaling | +| ↳ `numActiveSessions` | number | Number of active sessions | +| ↳ `enableServerlessCompute` | boolean | Whether serverless compute is enabled | + +### Databricks Get Warehouse + +Get the configuration, state, and scaling settings of a SQL warehouse. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `warehouseId` | string | Yes | SQL warehouse identifier | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `warehouse` | object | SQL warehouse configuration and state | +| ↳ `jdbcUrl` | string | JDBC connection string | +| ↳ `odbcParams` | object | ODBC connection settings | +| ↳ `hostname` | string | | +| ↳ `path` | string | | +| ↳ `protocol` | string | | +| ↳ `port` | number | | +| ↳ `health` | object | Warehouse health and failure reason | +| ↳ `status` | string | | +| ↳ `failure_reason` | object | | +| ↳ `code` | string | | +| ↳ `type` | string | | +| ↳ `parameters` | object | | +| ↳ `tags` | object | Warehouse tags | +| ↳ `custom_tags` | array | | +| ↳ `key` | string | | +| ↳ `value` | string | | +| ↳ `enablePhoton` | boolean | Whether Photon is enabled | +| ↳ `spotInstancePolicy` | string | Spot instance policy | +| ↳ `channel` | object | Warehouse release channel | +| ↳ `name` | string | | +| ↳ `statementTimeout` | number | Statement timeout in seconds | +| ↳ `warehouseId` | string | Unique warehouse identifier | +| ↳ `name` | string | Warehouse display name | +| ↳ `clusterSize` | string | Warehouse size \(e.g., 2X-Small, Small, Medium, Large\) | +| ↳ `state` | string | Current state \(STARTING, RUNNING, STOPPING, STOPPED, DELETING, DELETED\) | +| ↳ `warehouseType` | string | Warehouse type \(CLASSIC, PRO\) | +| ↳ `creatorName` | string | Email of the warehouse creator | +| ↳ `autoStopMinutes` | number | Minutes of inactivity before auto-stop \(0 = disabled\) | +| ↳ `numClusters` | number | Current number of running clusters | +| ↳ `minNumClusters` | number | Minimum cluster count for scaling | +| ↳ `maxNumClusters` | number | Maximum cluster count for scaling | +| ↳ `numActiveSessions` | number | Number of active sessions | +| ↳ `enableServerlessCompute` | boolean | Whether serverless compute is enabled | + +### Databricks Create Warehouse + +Create a SQL warehouse with sizing, autoscaling, and serverless settings. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `name` | string | No | Display name of the SQL warehouse | +| `clusterSize` | string | No | SQL warehouse size, such as Small or Medium | +| `minNumClusters` | number | No | Minimum number of SQL warehouse clusters | +| `maxNumClusters` | number | No | Maximum number of SQL warehouse clusters | +| `autoStopMins` | number | No | Idle minutes before stopping the warehouse; 0 disables automatic stopping | +| `creatorName` | string | No | Warehouse creator name | +| `warehouseTags` | json | No | Warehouse tags as \{custom_tags: \[\{key, value\}\]\} | +| `spotInstancePolicy` | string | No | Cost or reliability preference for spot instances | +| `enablePhoton` | boolean | No | Enable Photon for SQL warehouse compute | +| `channel` | json | No | Warehouse release channel as \{name: "CHANNEL_NAME_CURRENT"\} | +| `enableServerlessCompute` | boolean | No | Use serverless SQL warehouse compute | +| `warehouseType` | string | No | Warehouse type; use PRO for serverless | +| `statementTimeout` | number | No | Warehouse statement timeout in seconds | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `warehouseId` | string | SQL warehouse identifier | + +### Databricks Edit Warehouse + +Update a SQL warehouse configuration. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `warehouseId` | string | Yes | SQL warehouse identifier | +| `name` | string | No | Display name of the SQL warehouse | +| `clusterSize` | string | No | SQL warehouse size, such as Small or Medium | +| `minNumClusters` | number | No | Minimum number of SQL warehouse clusters | +| `maxNumClusters` | number | No | Maximum number of SQL warehouse clusters | +| `autoStopMins` | number | No | Idle minutes before stopping the warehouse; 0 disables automatic stopping | +| `creatorName` | string | No | Warehouse creator name | +| `warehouseTags` | json | No | Warehouse tags as \{custom_tags: \[\{key, value\}\]\} | +| `spotInstancePolicy` | string | No | Cost or reliability preference for spot instances | +| `enablePhoton` | boolean | No | Enable Photon for SQL warehouse compute | +| `channel` | json | No | Warehouse release channel as \{name: "CHANNEL_NAME_CURRENT"\} | +| `enableServerlessCompute` | boolean | No | Use serverless SQL warehouse compute | +| `warehouseType` | string | No | Warehouse type; use PRO for serverless | +| `statementTimeout` | number | No | Warehouse statement timeout in seconds | + +#### Output -Get the full definition and settings of a single Databricks job by its job ID. +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `success` | boolean | Whether Databricks accepted the request | + +### Databricks Start Warehouse + +Start a stopped SQL warehouse. #### Input @@ -148,27 +1182,17 @@ Get the full definition and settings of a single Databricks job by its job ID. | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | -| `jobId` | number | Yes | The canonical identifier of the job to retrieve | +| `warehouseId` | string | Yes | SQL warehouse identifier | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `jobId` | number | The job ID | -| `name` | string | Job name | -| `creatorUserName` | string | Email of the job creator | -| `runAsUserName` | string | User the job runs as | -| `createdTime` | number | Job creation timestamp \(epoch ms\) | -| `format` | string | Job format \(SINGLE_TASK or MULTI_TASK\) | -| `maxConcurrentRuns` | number | Maximum number of concurrent runs | -| `timeoutSeconds` | number | Job-level timeout in seconds \(0 or null means no timeout\) | -| `schedule` | object | Cron schedule configuration \(quartz_cron_expression, timezone_id, pause_status\) | -| `tags` | object | Key-value tags applied to the job | -| `tasks` | array | Task definitions for the job \(empty for single-task jobs\) | +| `success` | boolean | Whether Databricks accepted the request | -### Databricks Run Job +### Databricks Stop Warehouse -Trigger an existing Databricks job to run immediately with optional job-level or notebook parameters. +Stop a running SQL warehouse. #### Input @@ -176,21 +1200,17 @@ Trigger an existing Databricks job to run immediately with optional job-level or | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | -| `jobId` | number | Yes | The ID of the job to trigger | -| `jobParameters` | string | No | Job-level parameter overrides as a JSON object \(e.g., \{"key": "value"\}\) | -| `notebookParams` | string | No | Notebook task parameters as a JSON object \(e.g., \{"param1": "value1"\}\) | -| `idempotencyToken` | string | No | Idempotency token to prevent duplicate runs \(max 64 characters\) | +| `warehouseId` | string | Yes | SQL warehouse identifier | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `runId` | number | The globally unique ID of the triggered run | -| `numberInJob` | number | The sequence number of this run among all runs of the job | +| `success` | boolean | Whether Databricks accepted the request | -### Databricks Get Run +### Databricks Delete Warehouse -Get the status, timing, and details of a Databricks job run by its run ID. +Delete a SQL warehouse. #### Input @@ -198,36 +1218,17 @@ Get the status, timing, and details of a Databricks job run by its run ID. | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | -| `runId` | number | Yes | The canonical identifier of the run | -| `includeHistory` | boolean | No | Include repair history in the response | -| `includeResolvedValues` | boolean | No | Include resolved parameter values in the response | +| `warehouseId` | string | Yes | SQL warehouse identifier | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `runId` | number | The run ID | -| `jobId` | number | The job ID this run belongs to | -| `runName` | string | Name of the run | -| `runType` | string | Type of run \(JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN\) | -| `attemptNumber` | number | Retry attempt number \(0 for initial attempt\) | -| `state` | object | Run state information | -| ↳ `lifeCycleState` | string | Lifecycle state \(QUEUED, PENDING, RUNNING, TERMINATING, TERMINATED, SKIPPED, INTERNAL_ERROR, BLOCKED, WAITING_FOR_RETRY\) | -| ↳ `resultState` | string | Result state \(SUCCESS, FAILED, TIMEDOUT, CANCELED, SUCCESS_WITH_FAILURES, UPSTREAM_FAILED, UPSTREAM_CANCELED, EXCLUDED\) | -| ↳ `stateMessage` | string | Descriptive message for the current state | -| ↳ `userCancelledOrTimedout` | boolean | Whether the run was cancelled by user or timed out | -| `startTime` | number | Run start timestamp \(epoch ms\) | -| `endTime` | number | Run end timestamp \(epoch ms, 0 if still running\) | -| `setupDuration` | number | Cluster setup duration \(ms\) | -| `executionDuration` | number | Execution duration \(ms\) | -| `cleanupDuration` | number | Cleanup duration \(ms\) | -| `queueDuration` | number | Time spent in queue before execution \(ms\) | -| `runPageUrl` | string | URL to the run detail page in Databricks UI | -| `creatorUserName` | string | Email of the user who triggered the run | +| `success` | boolean | Whether Databricks accepted the request | -### Databricks List Runs +### Databricks Genie List Spaces -List job runs in a Databricks workspace with optional filtering by job, status, and time range. +List the Genie spaces (Genie agents) you can access. Use this to find the space ID needed to ask Genie a question. #### Input @@ -235,37 +1236,27 @@ List job runs in a Databricks workspace with optional filtering by job, status, | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | -| `jobId` | number | No | Filter runs by job ID. Omit to list runs across all jobs | -| `activeOnly` | boolean | No | Only include active runs \(PENDING, RUNNING, or TERMINATING\) | -| `completedOnly` | boolean | No | Only include completed runs | -| `limit` | number | No | Maximum number of runs to return \(range 1-24, default 20\) | -| `offset` | number | No | Offset for pagination | -| `runType` | string | No | Filter by run type \(JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN\) | -| `startTimeFrom` | number | No | Filter runs started at or after this timestamp \(epoch ms\) | -| `startTimeTo` | number | No | Filter runs started at or before this timestamp \(epoch ms\) | +| `pageSize` | number | No | Maximum number of spaces to return per page \(default 20, max 100\) | +| `pageToken` | string | No | Pagination token from a previous response | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `runs` | array | List of job runs | -| ↳ `runId` | number | Unique run identifier | -| ↳ `jobId` | number | Job this run belongs to | -| ↳ `runName` | string | Run name | -| ↳ `runType` | string | Run type \(JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN\) | -| ↳ `state` | object | Run state information | -| ↳ `lifeCycleState` | string | Lifecycle state \(QUEUED, PENDING, RUNNING, TERMINATING, TERMINATED, SKIPPED, INTERNAL_ERROR, BLOCKED, WAITING_FOR_RETRY\) | -| ↳ `resultState` | string | Result state \(SUCCESS, FAILED, TIMEDOUT, CANCELED, SUCCESS_WITH_FAILURES, UPSTREAM_FAILED, UPSTREAM_CANCELED, EXCLUDED\) | -| ↳ `stateMessage` | string | Descriptive state message | -| ↳ `userCancelledOrTimedout` | boolean | Whether the run was cancelled by user or timed out | -| ↳ `startTime` | number | Run start timestamp \(epoch ms\) | -| ↳ `endTime` | number | Run end timestamp \(epoch ms\) | -| `hasMore` | boolean | Whether more runs are available for pagination | -| `nextPageToken` | string | Token for fetching the next page of results | +| `spaces` | array | Genie spaces | +| ↳ `etag` | string | Space version for conditional updates | +| ↳ `spaceId` | string | Genie space ID | +| ↳ `title` | string | Space title | +| ↳ `description` | string | Space description | +| ↳ `warehouseId` | string | SQL warehouse the space runs queries on | +| ↳ `parentPath` | string | Workspace folder containing the space | +| ↳ `createTime` | string | When the space was created \(ISO 8601\) | +| ↳ `updateTime` | string | When the space was last modified \(ISO 8601\) | +| `nextPageToken` | string | Token for the next page of results | -### Databricks Cancel Run +### Databricks Genie Get Space -Cancel a running or pending Databricks job run. Cancellation is asynchronous; poll the run status to confirm termination. +Get a Genie space's title, description, and SQL warehouse, optionally with its full configuration export (tables, instructions, sample questions). #### Input @@ -273,17 +1264,26 @@ Cancel a running or pending Databricks job run. Cancellation is asynchronous; po | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | -| `runId` | number | Yes | The canonical identifier of the run to cancel | +| `spaceId` | string | Yes | The ID of the Genie space | +| `includeSerializedSpace` | boolean | No | Include the space's serialized configuration export \(requires CAN EDIT on the space\) | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `success` | boolean | Whether the cancel request was accepted | +| `etag` | string | Space version for conditional updates | +| `spaceId` | string | Genie space ID | +| `title` | string | Space title | +| `description` | string | Space description | +| `warehouseId` | string | SQL warehouse the space runs queries on | +| `parentPath` | string | Workspace folder containing the space | +| `createTime` | string | When the space was created \(ISO 8601\) | +| `updateTime` | string | When the space was last modified \(ISO 8601\) | +| `serializedSpace` | string | Serialized space configuration as a JSON string \(data sources, instructions, sample questions\) | -### Databricks Get Run Output +### Databricks Create Genie Space -Get the output of a completed Databricks job run, including notebook results, error messages, and logs. For multi-task jobs, use the task run ID (not the parent run ID). +Create a Genie space from its serialized configuration and a SQL warehouse. #### Input @@ -291,23 +1291,29 @@ Get the output of a completed Databricks job run, including notebook results, er | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | -| `runId` | number | Yes | The run ID to get output for. For multi-task jobs, use the task run ID | +| `warehouseId` | string | Yes | SQL warehouse identifier | +| `parentPath` | string | No | Parent workspace folder for the Genie space | +| `serializedSpace` | string | Yes | Serialized Genie configuration JSON, including data_sources, instructions, config, and benchmarks; get an example with Get Genie Space | +| `title` | string | No | Genie space title | +| `description` | string | No | Description of the Genie space | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `notebookOutput` | object | Notebook task output \(from dbutils.notebook.exit\(\)\) | -| ↳ `result` | string | Value passed to dbutils.notebook.exit\(\) \(max 5 MB\) | -| ↳ `truncated` | boolean | Whether the result was truncated | -| `error` | string | Error message if the run failed or output is unavailable | -| `errorTrace` | string | Error stack trace if available | -| `logs` | string | Log output \(last 5 MB\) from spark_jar, spark_python, or python_wheel tasks | -| `logsTruncated` | boolean | Whether the log output was truncated | +| `etag` | string | Space version for conditional updates | +| `spaceId` | string | Genie space ID | +| `title` | string | Space title | +| `description` | string | Space description | +| `warehouseId` | string | SQL warehouse the space runs queries on | +| `parentPath` | string | Workspace folder containing the space | +| `createTime` | string | When the space was created \(ISO 8601\) | +| `updateTime` | string | When the space was last modified \(ISO 8601\) | +| `serializedSpace` | string | Serialized Genie configuration \(data_sources, instructions, config, benchmarks\) | -### Databricks List Clusters +### Databricks Update Genie Space -List all clusters in a Databricks workspace including their state, configuration, and resource details. +Update a Genie space, optionally protecting the change with its current ETag. #### Input @@ -315,31 +1321,31 @@ List all clusters in a Databricks workspace including their state, configuration | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | +| `spaceId` | string | Yes | Genie space identifier | +| `serializedSpace` | string | No | Serialized Genie configuration JSON, including data_sources, instructions, config, and benchmarks; get an example with Get Genie Space | +| `title` | string | No | Genie space title | +| `description` | string | No | Description of the Genie space | +| `warehouseId` | string | No | SQL warehouse identifier | +| `etag` | string | No | Version from Get Genie Space; prevents overwriting concurrent changes | +| `parentPath` | string | No | Parent workspace folder for the Genie space | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `clusters` | array | List of clusters in the workspace | -| ↳ `clusterId` | string | Unique cluster identifier | -| ↳ `clusterName` | string | Cluster display name | -| ↳ `state` | string | Current state \(PENDING, RUNNING, RESTARTING, RESIZING, TERMINATING, TERMINATED, ERROR, UNKNOWN\) | -| ↳ `stateMessage` | string | Human-readable state description | -| ↳ `creatorUserName` | string | Email of the cluster creator | -| ↳ `sparkVersion` | string | Spark runtime version \(e.g., 13.3.x-scala2.12\) | -| ↳ `nodeTypeId` | string | Worker node type identifier | -| ↳ `driverNodeTypeId` | string | Driver node type identifier | -| ↳ `numWorkers` | number | Number of worker nodes \(for fixed-size clusters\) | -| ↳ `autoscale` | object | Autoscaling configuration \(null for fixed-size clusters\) | -| ↳ `minWorkers` | number | Minimum number of workers | -| ↳ `maxWorkers` | number | Maximum number of workers | -| ↳ `clusterSource` | string | Origin \(API, UI, JOB, MODELS, PIPELINE, PIPELINE_MAINTENANCE, SQL\) | -| ↳ `autoterminationMinutes` | number | Minutes of inactivity before auto-termination \(0 = disabled\) | -| ↳ `startTime` | number | Cluster start timestamp \(epoch ms\) | +| `etag` | string | Space version for conditional updates | +| `spaceId` | string | Genie space ID | +| `title` | string | Space title | +| `description` | string | Space description | +| `warehouseId` | string | SQL warehouse the space runs queries on | +| `parentPath` | string | Workspace folder containing the space | +| `createTime` | string | When the space was created \(ISO 8601\) | +| `updateTime` | string | When the space was last modified \(ISO 8601\) | +| `serializedSpace` | string | Serialized Genie configuration \(data_sources, instructions, config, benchmarks\) | -### Databricks Get Cluster +### Databricks Trash Genie Space -Get the state, configuration, and resource details of a single Databricks cluster by its cluster ID. +Move a Genie space to the trash. #### Input @@ -347,28 +1353,13 @@ Get the state, configuration, and resource details of a single Databricks cluste | --------- | ---- | -------- | ----------- | | `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | | `apiKey` | string | Yes | Databricks Personal Access Token | -| `clusterId` | string | Yes | The ID of the cluster to retrieve | +| `spaceId` | string | Yes | Genie space identifier | #### Output | Parameter | Type | Description | | --------- | ---- | ----------- | -| `cluster` | object | Cluster detail | -| ↳ `clusterId` | string | Unique cluster identifier | -| ↳ `clusterName` | string | Cluster display name | -| ↳ `state` | string | Current state \(PENDING, RUNNING, RESTARTING, RESIZING, TERMINATING, TERMINATED, ERROR, UNKNOWN\) | -| ↳ `stateMessage` | string | Human-readable state description | -| ↳ `creatorUserName` | string | Email of the cluster creator | -| ↳ `sparkVersion` | string | Spark runtime version \(e.g., 13.3.x-scala2.12\) | -| ↳ `nodeTypeId` | string | Worker node type identifier | -| ↳ `driverNodeTypeId` | string | Driver node type identifier | -| ↳ `numWorkers` | number | Number of worker nodes \(for fixed-size clusters\) | -| ↳ `autoscale` | object | Autoscaling configuration \(null for fixed-size clusters\) | -| ↳ `minWorkers` | number | Minimum number of workers | -| ↳ `maxWorkers` | number | Maximum number of workers | -| ↳ `clusterSource` | string | Origin \(API, UI, JOB, MODELS, PIPELINE, PIPELINE_MAINTENANCE, SQL\) | -| ↳ `autoterminationMinutes` | number | Minutes of inactivity before auto-termination \(0 = disabled\) | -| ↳ `startTime` | number | Cluster start timestamp \(epoch ms\) | +| `success` | boolean | Whether Databricks accepted the request | ### Databricks Genie Ask @@ -389,6 +1380,7 @@ Ask a Databricks Genie space a question in natural language and wait for the ans | Parameter | Type | Description | | --------- | ---- | ----------- | +| `rowCount` | number | Number of rows the generated query returned | | `conversationId` | string | Genie conversation ID | | `messageId` | string | Genie message ID | | `status` | string | Message status \(SUBMITTED, FETCHING_METADATA, FILTERING_CONTEXT, ASKING_AI, PENDING_WAREHOUSE, EXECUTING_QUERY, COMPLETED, FAILED, CANCELLED, QUERY_RESULT_EXPIRED\) | @@ -400,7 +1392,6 @@ Ask a Databricks Genie space a question in natural language and wait for the ans | `queryDescription` | string | Plain-language description of the generated SQL | | `queryAttachmentId` | string | Attachment ID of the generated query, used to fetch or re-run its result | | `statementId` | string | SQL statement ID of the generated query | -| `rowCount` | number | Number of rows the generated query returned | | `thoughts` | array | How Genie interpreted the question and built the SQL \(Public Preview\) | | ↳ `type` | string | Thought category \(THOUGHT_TYPE_DESCRIPTION, THOUGHT_TYPE_UNDERSTANDING, THOUGHT_TYPE_DATA_SOURCING, THOUGHT_TYPE_INSTRUCTIONS, THOUGHT_TYPE_STEPS\) | | ↳ `content` | string | Markdown-formatted thought | @@ -412,13 +1403,18 @@ Ask a Databricks Genie space a question in natural language and wait for the ans | `error` | string | Why Genie failed to answer | | `errorType` | string | Genie error type | | `createdTimestamp` | number | When the message was created | +| `totalChunks` | number | Number of result chunks | +| `chunkIndex` | number | Index of this result chunk | +| `rowOffset` | number | Starting row offset of this chunk | +| `nextChunkIndex` | number | Next chunk to retrieve with Get Statement Chunk; null on the final chunk | +| `nextChunkInternalLink` | string | Workspace-relative path to the next result chunk | | `columns` | array | Column schema of the query result | | ↳ `name` | string | Column name | | ↳ `position` | number | Column position \(0-based\) | | ↳ `typeName` | string | Column type \(STRING, INT, LONG, DOUBLE, BOOLEAN, TIMESTAMP, DATE, DECIMAL, etc.\) | | `data` | array | Result rows as a 2D array; each non-null value is a string and null values stay null | | `totalRows` | number | Total number of rows in the result | -| `truncated` | boolean | Whether the result set was truncated | +| `truncated` | boolean | Whether the result set was truncated; null when no query result was retrieved | ### Databricks Genie Get Message @@ -526,6 +1522,12 @@ Get the rows returned by the SQL query Genie generated for a message. Available | Parameter | Type | Description | | --------- | ---- | ----------- | +| `totalChunks` | number | Number of result chunks | +| `chunkIndex` | number | Index of this result chunk | +| `rowOffset` | number | Starting row offset of this chunk | +| `rowCount` | number | Number of rows in this chunk | +| `nextChunkIndex` | number | Next chunk to retrieve with Get Statement Chunk; null on the final chunk | +| `nextChunkInternalLink` | string | Workspace-relative path to the next result chunk | | `columns` | array | Column schema of the query result | | ↳ `name` | string | Column name | | ↳ `position` | number | Column position \(0-based\) | @@ -555,6 +1557,12 @@ Re-run the SQL query Genie generated for a message. Use this when the message's | Parameter | Type | Description | | --------- | ---- | ----------- | +| `totalChunks` | number | Number of result chunks | +| `chunkIndex` | number | Index of this result chunk | +| `rowOffset` | number | Starting row offset of this chunk | +| `rowCount` | number | Number of rows in this chunk | +| `nextChunkIndex` | number | Next chunk to retrieve with Get Statement Chunk; null on the final chunk | +| `nextChunkInternalLink` | string | Workspace-relative path to the next result chunk | | `columns` | array | Column schema of the query result | | ↳ `name` | string | Column name | | ↳ `position` | number | Column position \(0-based\) | @@ -673,59 +1681,6 @@ Delete a Genie conversation you no longer need. | --------- | ---- | ----------- | | `success` | boolean | Whether the conversation was deleted | -### Databricks Genie List Spaces - -List the Genie spaces (Genie agents) you can access. Use this to find the space ID needed to ask Genie a question. - -#### Input - -| Parameter | Type | Required | Description | -| --------- | ---- | -------- | ----------- | -| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | -| `apiKey` | string | Yes | Databricks Personal Access Token | -| `pageSize` | number | No | Maximum number of spaces to return per page \(default 20, max 100\) | -| `pageToken` | string | No | Pagination token from a previous response | - -#### Output - -| Parameter | Type | Description | -| --------- | ---- | ----------- | -| `spaces` | array | Genie spaces | -| ↳ `spaceId` | string | Genie space ID | -| ↳ `title` | string | Space title | -| ↳ `description` | string | Space description | -| ↳ `warehouseId` | string | SQL warehouse the space runs queries on | -| ↳ `parentPath` | string | Workspace folder containing the space | -| ↳ `createTime` | string | When the space was created \(ISO 8601\) | -| ↳ `updateTime` | string | When the space was last modified \(ISO 8601\) | -| `nextPageToken` | string | Token for the next page of results | - -### Databricks Genie Get Space - -Get a Genie space's title, description, and SQL warehouse, optionally with its full configuration export (tables, instructions, sample questions). - -#### Input - -| Parameter | Type | Required | Description | -| --------- | ---- | -------- | ----------- | -| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | -| `apiKey` | string | Yes | Databricks Personal Access Token | -| `spaceId` | string | Yes | The ID of the Genie space | -| `includeSerializedSpace` | boolean | No | Include the space's serialized configuration export \(requires CAN EDIT on the space\) | - -#### Output - -| Parameter | Type | Description | -| --------- | ---- | ----------- | -| `spaceId` | string | Genie space ID | -| `title` | string | Space title | -| `description` | string | Space description | -| `warehouseId` | string | SQL warehouse the space runs queries on | -| `parentPath` | string | Workspace folder containing the space | -| `createTime` | string | When the space was created \(ISO 8601\) | -| `updateTime` | string | When the space was last modified \(ISO 8601\) | -| `serializedSpace` | string | Serialized space configuration as a JSON string \(data sources, instructions, sample questions\) | - ### Databricks Genie Agent Ask Ask a Genie agent a question in agent mode, where Genie plans multi-step research, runs several SQL queries, and writes a report with citations. Waits for the final report. Starts a new agent-mode conversation, or continues one when a conversation ID is given. Agent mode is in preview and must be enabled on the workspace. @@ -801,4 +1756,46 @@ List an agent-mode conversation's full history in order: questions, reasoning, S | `hasMore` | boolean | Whether more items follow this page | | `status` | string | Status of the latest response in the conversation | +### Databricks Genie Agent Cancel + +Cancel an in-flight Genie agent response using the response ID returned by the agent stream. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `host` | string | Yes | Databricks workspace host \(e.g., dbc-abc123.cloud.databricks.com\) | +| `apiKey` | string | Yes | Databricks Personal Access Token | +| `spaceId` | string | Yes | The ID of the Genie space | +| `conversationId` | string | Yes | Agent conversation identifier | +| `responseId` | string | Yes | Response ID from the response.created stream event | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `conversationId` | string | Genie conversation ID | +| `messageId` | string | Genie message ID | +| `status` | string | Message status \(SUBMITTED, FETCHING_METADATA, FILTERING_CONTEXT, ASKING_AI, PENDING_WAREHOUSE, EXECUTING_QUERY, COMPLETED, FAILED, CANCELLED, QUERY_RESULT_EXPIRED\) | +| `content` | string | The question that was asked | +| `answer` | string | Genie's text answer or summary | +| `followUpQuestion` | string | Clarifying question Genie asked instead of, or alongside, an answer | +| `queryTitle` | string | Title of the generated query | +| `sql` | string | SQL query Genie generated | +| `queryDescription` | string | Plain-language description of the generated SQL | +| `queryAttachmentId` | string | Attachment ID of the generated query, used to fetch or re-run its result | +| `statementId` | string | SQL statement ID of the generated query | +| `rowCount` | number | Number of rows the generated query returned | +| `thoughts` | array | How Genie interpreted the question and built the SQL \(Public Preview\) | +| ↳ `type` | string | Thought category \(THOUGHT_TYPE_DESCRIPTION, THOUGHT_TYPE_UNDERSTANDING, THOUGHT_TYPE_DATA_SOURCING, THOUGHT_TYPE_INSTRUCTIONS, THOUGHT_TYPE_STEPS\) | +| ↳ `content` | string | Markdown-formatted thought | +| `suggestedQuestions` | array | Follow-up questions suggested by Genie | +| `visualizations` | array | Charts Genie generated \(only when visualization was requested\) | +| ↳ `attachmentId` | string | Visualization attachment ID, used to download the chart | +| ↳ `title` | string | Chart title | +| ↳ `queryAttachmentId` | string | Query attachment the chart was built from | +| `error` | string | Why Genie failed to answer | +| `errorType` | string | Genie error type | +| `createdTimestamp` | number | When the message was created | + diff --git a/apps/sim/blocks/blocks/databricks.ts b/apps/sim/blocks/blocks/databricks.ts index 731eee083bf..14b55c115b0 100644 --- a/apps/sim/blocks/blocks/databricks.ts +++ b/apps/sim/blocks/blocks/databricks.ts @@ -52,7 +52,7 @@ export const DatabricksBlock: BlockConfig = { description: 'Run SQL, manage jobs, and ask Genie agents on Databricks', authMode: AuthMode.ApiKey, longDescription: - 'Run SQL against Databricks warehouses, trigger and monitor job runs, inspect clusters, and retrieve run output. Ask questions of a Genie space, continue a conversation, or run Genie agent research. Supply a personal access token and workspace host URL.', + 'Execute parameterized SQL and retrieve result chunks, create and manage jobs, submit and repair runs, manage compute clusters and SQL warehouses, and create or update Genie spaces. Ask Genie questions or run agent research, inspect conversations, and retrieve query results and charts. Connect with a personal access token and workspace host URL.', docsLink: 'https://docs.sim.ai/integrations/databricks', category: 'tools', integrationType: IntegrationType.Databases, @@ -62,6 +62,60 @@ export const DatabricksBlock: BlockConfig = { defaultTitle: 'Databricks', sentences: { byOperation: { + genie_agent_cancel: [{ text: 'Cancel genie agent response', field: 'spaceId', core: true }], + + get_statement_chunk: [{ text: 'Get statement chunk', field: 'statementId', core: true }], + + cancel_statement: [{ text: 'Cancel statement', field: 'statementId', core: true }], + + get_warehouse: [{ text: 'Get warehouse', field: 'warehouseId', core: true }], + + genie_delete_space: [{ text: 'Trash genie space', field: 'spaceId', core: true }], + + genie_update_space: [{ text: 'Update genie space', field: 'spaceId', core: true }], + + genie_create_space: [{ text: 'Create genie space', field: 'warehouseId', core: true }], + + delete_warehouse: [{ text: 'Delete warehouse', field: 'warehouseId', core: true }], + + stop_warehouse: [{ text: 'Stop warehouse', field: 'warehouseId', core: true }], + + start_warehouse: [{ text: 'Start warehouse', field: 'warehouseId', core: true }], + + edit_warehouse: [{ text: 'Edit warehouse', field: 'warehouseId', core: true }], + + create_warehouse: [{ text: 'Create warehouse', field: 'name', core: true }], + + delete_cluster: [{ text: 'Delete cluster', field: 'clusterId', core: true }], + + resize_cluster: [{ text: 'Resize cluster', field: 'clusterId', core: true }], + + terminate_cluster: [{ text: 'Terminate cluster', field: 'clusterId', core: true }], + + restart_cluster: [{ text: 'Restart cluster', field: 'clusterId', core: true }], + + start_cluster: [{ text: 'Start cluster', field: 'clusterId', core: true }], + + edit_cluster: [{ text: 'Edit cluster', field: 'clusterId', core: true }], + + create_cluster: [{ text: 'Create cluster', field: 'clusterName', core: true }], + + cancel_all_runs: ['Cancel all runs'], + + delete_run: [{ text: 'Delete run', field: 'runId', core: true }], + + repair_run: [{ text: 'Repair run', field: 'runId', core: true }], + + submit_run: [{ text: 'Submit run', field: 'runName', core: true }], + + delete_job: [{ text: 'Delete job', field: 'jobId', core: true }], + + reset_job: [{ text: 'Reset job', field: 'jobId', core: true }], + + update_job: [{ text: 'Update job', field: 'jobId', core: true }], + + create_job: [{ text: 'Create job', field: 'name', core: true }], + execute_sql: [ { text: 'Run', field: 'statement', core: true }, { text: 'on warehouse', field: 'warehouseId' }, @@ -149,16 +203,44 @@ export const DatabricksBlock: BlockConfig = { options: [ { label: 'Execute SQL', id: 'execute_sql' }, { label: 'Get Statement', id: 'get_statement' }, - { label: 'List Warehouses', id: 'list_warehouses' }, + { label: 'Get Statement Chunk', id: 'get_statement_chunk' }, + { label: 'Cancel Statement', id: 'cancel_statement' }, { label: 'List Jobs', id: 'list_jobs' }, { label: 'Get Job', id: 'get_job' }, + { label: 'Create Job', id: 'create_job' }, + { label: 'Update Job', id: 'update_job' }, + { label: 'Reset Job', id: 'reset_job' }, + { label: 'Delete Job', id: 'delete_job' }, { label: 'Run Job', id: 'run_job' }, - { label: 'Get Run', id: 'get_run' }, + { label: 'Submit Run', id: 'submit_run' }, { label: 'List Runs', id: 'list_runs' }, - { label: 'Cancel Run', id: 'cancel_run' }, + { label: 'Get Run', id: 'get_run' }, { label: 'Get Run Output', id: 'get_run_output' }, + { label: 'Repair Run', id: 'repair_run' }, + { label: 'Cancel Run', id: 'cancel_run' }, + { label: 'Cancel All Runs', id: 'cancel_all_runs' }, + { label: 'Delete Run', id: 'delete_run' }, { label: 'List Clusters', id: 'list_clusters' }, { label: 'Get Cluster', id: 'get_cluster' }, + { label: 'Create Cluster', id: 'create_cluster' }, + { label: 'Edit Cluster', id: 'edit_cluster' }, + { label: 'Start Cluster', id: 'start_cluster' }, + { label: 'Restart Cluster', id: 'restart_cluster' }, + { label: 'Resize Cluster', id: 'resize_cluster' }, + { label: 'Terminate Cluster', id: 'terminate_cluster' }, + { label: 'Delete Cluster', id: 'delete_cluster' }, + { label: 'List Warehouses', id: 'list_warehouses' }, + { label: 'Get Warehouse', id: 'get_warehouse' }, + { label: 'Create Warehouse', id: 'create_warehouse' }, + { label: 'Edit Warehouse', id: 'edit_warehouse' }, + { label: 'Start Warehouse', id: 'start_warehouse' }, + { label: 'Stop Warehouse', id: 'stop_warehouse' }, + { label: 'Delete Warehouse', id: 'delete_warehouse' }, + { label: 'List Genie Spaces', id: 'genie_list_spaces' }, + { label: 'Get Genie Space', id: 'genie_get_space' }, + { label: 'Create Genie Space', id: 'genie_create_space' }, + { label: 'Update Genie Space', id: 'genie_update_space' }, + { label: 'Trash Genie Space', id: 'genie_delete_space' }, { label: 'Ask Genie', id: 'genie_ask' }, { label: 'Get Genie Message', id: 'genie_get_message' }, { label: 'List Genie Messages', id: 'genie_list_messages' }, @@ -169,22 +251,46 @@ export const DatabricksBlock: BlockConfig = { { label: 'Delete Genie Message', id: 'genie_delete_message' }, { label: 'List Genie Conversations', id: 'genie_list_conversations' }, { label: 'Delete Genie Conversation', id: 'genie_delete_conversation' }, - { label: 'List Genie Spaces', id: 'genie_list_spaces' }, - { label: 'Get Genie Space', id: 'genie_get_space' }, { label: 'Ask Genie Agent', id: 'genie_agent_ask' }, { label: 'List Genie Agent Items', id: 'genie_agent_list_items' }, + { label: 'Cancel Genie Agent Response', id: 'genie_agent_cancel' }, ], value: () => 'execute_sql', }, - // ── Execute SQL ── { id: 'warehouseId', title: 'Warehouse ID', type: 'short-input', placeholder: 'Enter SQL warehouse ID', - condition: { field: 'operation', value: 'execute_sql' }, - required: { field: 'operation', value: 'execute_sql' }, + condition: { + field: 'operation', + value: [ + 'execute_sql', + 'edit_warehouse', + 'start_warehouse', + 'stop_warehouse', + 'delete_warehouse', + 'genie_create_space', + 'genie_update_space', + 'get_warehouse', + 'cancel_statement', + 'get_statement_chunk', + 'get_statement', + ], + }, + required: { + field: 'operation', + value: [ + 'execute_sql', + 'edit_warehouse', + 'start_warehouse', + 'stop_warehouse', + 'delete_warehouse', + 'genie_create_space', + 'get_warehouse', + ], + }, }, { id: 'statement', @@ -227,23 +333,30 @@ export const DatabricksBlock: BlockConfig = { mode: 'advanced', }, - // ── Get Statement ── { id: 'statementId', title: 'Statement ID', type: 'short-input', placeholder: 'Enter the statement ID', - condition: { field: 'operation', value: 'get_statement' }, - required: { field: 'operation', value: 'get_statement' }, + condition: { + field: 'operation', + value: ['get_statement', 'cancel_statement', 'get_statement_chunk'], + }, + required: { + field: 'operation', + value: ['get_statement', 'cancel_statement', 'get_statement_chunk'], + }, }, - // ── List Jobs ── { id: 'name', - title: 'Job Name Filter', + title: 'Name', type: 'short-input', - placeholder: 'Exact name filter (case-insensitive)', - condition: { field: 'operation', value: 'list_jobs' }, + placeholder: 'Resource name, or exact job name filter', + condition: { + field: 'operation', + value: ['list_jobs', 'create_job', 'create_warehouse', 'edit_warehouse'], + }, }, { id: 'expandTasks', @@ -254,7 +367,7 @@ export const DatabricksBlock: BlockConfig = { { label: 'Yes', id: 'true' }, ], value: () => 'false', - condition: { field: 'operation', value: 'list_jobs' }, + condition: { field: 'operation', value: ['list_jobs', 'list_runs'] }, mode: 'advanced', }, { @@ -277,21 +390,34 @@ export const DatabricksBlock: BlockConfig = { mode: 'advanced', }, - // ── Run Job ── { id: 'jobId', title: 'Job ID', type: 'short-input', placeholder: 'Enter the job ID', - condition: { field: 'operation', value: ['run_job', 'list_runs', 'get_job'] }, - required: { field: 'operation', value: ['run_job', 'get_job'] }, + condition: { + field: 'operation', + value: [ + 'run_job', + 'list_runs', + 'get_job', + 'update_job', + 'reset_job', + 'delete_job', + 'cancel_all_runs', + ], + }, + required: { + field: 'operation', + value: ['run_job', 'get_job', 'update_job', 'reset_job', 'delete_job'], + }, }, { id: 'jobParameters', title: 'Job Parameters', type: 'code', placeholder: '{"key": "value"}', - condition: { field: 'operation', value: 'run_job' }, + condition: { field: 'operation', value: ['run_job', 'repair_run'] }, mode: 'advanced', wandConfig: { enabled: true, @@ -330,18 +456,23 @@ Return ONLY a valid JSON object - no explanations, no extra text.`, title: 'Idempotency Token', type: 'short-input', placeholder: 'Unique token to prevent duplicate runs (max 64 chars)', - condition: { field: 'operation', value: 'run_job' }, + condition: { field: 'operation', value: ['run_job', 'submit_run'] }, mode: 'advanced', }, - // ── Get Run ── { id: 'runId', title: 'Run ID', type: 'short-input', placeholder: 'Enter the run ID', - condition: { field: 'operation', value: ['get_run', 'cancel_run', 'get_run_output'] }, - required: { field: 'operation', value: ['get_run', 'cancel_run', 'get_run_output'] }, + condition: { + field: 'operation', + value: ['get_run', 'cancel_run', 'get_run_output', 'repair_run', 'delete_run'], + }, + required: { + field: 'operation', + value: ['get_run', 'cancel_run', 'get_run_output', 'repair_run', 'delete_run'], + }, }, { id: 'includeHistory', @@ -368,7 +499,6 @@ Return ONLY a valid JSON object - no explanations, no extra text.`, mode: 'advanced', }, - // ── List Runs ── { id: 'activeOnly', title: 'Active Only', @@ -452,24 +582,60 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te }, }, - // ── Get Cluster ── { id: 'clusterId', title: 'Cluster ID', type: 'short-input', placeholder: 'Enter the cluster ID', - condition: { field: 'operation', value: 'get_cluster' }, - required: { field: 'operation', value: 'get_cluster' }, + condition: { + field: 'operation', + value: [ + 'get_cluster', + 'edit_cluster', + 'start_cluster', + 'restart_cluster', + 'terminate_cluster', + 'resize_cluster', + 'delete_cluster', + ], + }, + required: { + field: 'operation', + value: [ + 'get_cluster', + 'edit_cluster', + 'start_cluster', + 'restart_cluster', + 'terminate_cluster', + 'resize_cluster', + 'delete_cluster', + ], + }, }, - // ── Genie ── { id: 'spaceId', title: 'Genie Space ID', type: 'short-input', placeholder: 'Enter the Genie space (agent) ID', - condition: { field: 'operation', value: GENIE_SPACE_OPERATIONS }, - required: { field: 'operation', value: GENIE_SPACE_OPERATIONS }, + condition: { + field: 'operation', + value: [ + ...GENIE_SPACE_OPERATIONS, + 'genie_update_space', + 'genie_delete_space', + 'genie_agent_cancel', + ], + }, + required: { + field: 'operation', + value: [ + ...GENIE_SPACE_OPERATIONS, + 'genie_update_space', + 'genie_delete_space', + 'genie_agent_cancel', + ], + }, }, { id: 'content', @@ -486,9 +652,12 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te placeholder: 'Enter the conversation ID (leave empty to start a new one when asking)', condition: { field: 'operation', - value: [...GENIE_ASK_OPERATIONS, ...GENIE_CONVERSATION_OPERATIONS], + value: [...GENIE_ASK_OPERATIONS, ...GENIE_CONVERSATION_OPERATIONS, 'genie_agent_cancel'], + }, + required: { + field: 'operation', + value: [...GENIE_CONVERSATION_OPERATIONS, 'genie_agent_cancel'], }, - required: { field: 'operation', value: GENIE_CONVERSATION_OPERATIONS }, }, { id: 'messageId', @@ -552,7 +721,10 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te title: 'Page Size', type: 'short-input', placeholder: '20 (max 100)', - condition: { field: 'operation', value: GENIE_PAGED_OPERATIONS }, + condition: { + field: 'operation', + value: [...GENIE_PAGED_OPERATIONS, 'list_clusters', 'list_warehouses'], + }, mode: 'advanced', }, { @@ -560,7 +732,18 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te title: 'Page Token', type: 'short-input', placeholder: 'nextPageToken from a previous call', - condition: { field: 'operation', value: GENIE_PAGED_OPERATIONS }, + condition: { + field: 'operation', + value: [ + ...GENIE_PAGED_OPERATIONS, + 'list_jobs', + 'list_runs', + 'get_job', + 'get_run', + 'list_clusters', + 'list_warehouses', + ], + }, mode: 'advanced', }, { @@ -584,184 +767,1785 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te mode: 'advanced', }, - // ── Credentials (common to all operations) ── { - id: 'host', - title: 'Workspace Host', - type: 'short-input', - placeholder: 'dbc-abc123.cloud.databricks.com', - required: true, + id: 'accessControlList', + title: 'Access Control List', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Access Control List using API field names. Initial permissions as [{user_name, group_name, service_principal_name, permission_level}]. Return ONLY the JSON array.', + placeholder: 'Describe access control list', + }, }, { - id: 'apiKey', - title: 'Access Token', + id: 'description', + title: 'Description', type: 'short-input', - placeholder: 'Enter your Databricks Personal Access Token', - password: true, - required: true, - }, - ], - tools: { - access: [ - 'databricks_execute_sql', - 'databricks_get_statement', - 'databricks_list_warehouses', - 'databricks_list_jobs', - 'databricks_get_job', - 'databricks_run_job', - 'databricks_get_run', - 'databricks_list_runs', - 'databricks_cancel_run', - 'databricks_get_run_output', - 'databricks_list_clusters', - 'databricks_get_cluster', - 'databricks_genie_ask', - 'databricks_genie_get_message', - 'databricks_genie_list_messages', - 'databricks_genie_get_query_result', - 'databricks_genie_execute_query', - 'databricks_genie_download_visualization', - 'databricks_genie_send_feedback', - 'databricks_genie_delete_message', - 'databricks_genie_list_conversations', - 'databricks_genie_delete_conversation', - 'databricks_genie_list_spaces', - 'databricks_genie_get_space', - 'databricks_genie_agent_ask', - 'databricks_genie_agent_list_items', - ], - config: { - tool: (params) => `databricks_${params.operation}`, - params: (params) => { - const result: Record = {} - if (params.jobId) result.jobId = Number(params.jobId) - if (params.runId) result.runId = Number(params.runId) - if (params.rowLimit) result.rowLimit = Number(params.rowLimit) - if (params.limit) result.limit = Number(params.limit) - if (params.offset) result.offset = Number(params.offset) - if (params.startTimeFrom) result.startTimeFrom = Number(params.startTimeFrom) - if (params.startTimeTo) result.startTimeTo = Number(params.startTimeTo) - if (params.pageSize) result.pageSize = Number(params.pageSize) - result.includeHistory = params.includeHistory === 'true' - result.includeResolvedValues = params.includeResolvedValues === 'true' - result.activeOnly = params.activeOnly === 'true' - result.completedOnly = params.completedOnly === 'true' - result.expandTasks = params.expandTasks === 'true' - result.includeAll = params.includeAll === true || params.includeAll === 'true' - result.includeSerializedSpace = - params.includeSerializedSpace === true || params.includeSerializedSpace === 'true' - result.enableVisualization = - params.enableVisualization === true || params.enableVisualization === 'true' - if (params.runType === '') result.runType = undefined - return result + condition: { + field: 'operation', + value: ['create_job', 'genie_create_space', 'genie_update_space'], }, + mode: 'advanced', + placeholder: 'Description of the job or Genie space', }, - }, - inputs: { - operation: { type: 'string', description: 'Operation to perform' }, - host: { type: 'string', description: 'Databricks workspace host URL' }, - apiKey: { type: 'string', description: 'Databricks Personal Access Token' }, - warehouseId: { type: 'string', description: 'SQL warehouse ID' }, - statement: { type: 'string', description: 'SQL statement to execute' }, - statementId: { type: 'string', description: 'Statement ID to poll for results' }, - clusterId: { type: 'string', description: 'Cluster ID to retrieve' }, - catalog: { type: 'string', description: 'Unity Catalog name' }, - schema: { type: 'string', description: 'Schema name' }, - rowLimit: { type: 'number', description: 'Maximum rows to return' }, - waitTimeout: { type: 'string', description: 'Wait timeout (e.g., "50s")' }, - jobId: { type: 'number', description: 'Job ID' }, - jobParameters: { type: 'string', description: 'Job-level parameters as JSON' }, - notebookParams: { type: 'string', description: 'Notebook task parameters as JSON' }, - idempotencyToken: { type: 'string', description: 'Idempotency token for duplicate prevention' }, - runId: { type: 'number', description: 'Run ID' }, - includeHistory: { type: 'boolean', description: 'Include repair history' }, - includeResolvedValues: { type: 'boolean', description: 'Include resolved parameter values' }, - name: { type: 'string', description: 'Job name filter' }, - limit: { type: 'number', description: 'Maximum results to return' }, - offset: { type: 'number', description: 'Pagination offset' }, - expandTasks: { type: 'boolean', description: 'Include task and cluster details' }, - activeOnly: { type: 'boolean', description: 'Only active runs' }, - completedOnly: { type: 'boolean', description: 'Only completed runs' }, - runType: { type: 'string', description: 'Filter by run type' }, - startTimeFrom: { type: 'number', description: 'Filter runs started after (epoch ms)' }, - startTimeTo: { type: 'number', description: 'Filter runs started before (epoch ms)' }, - spaceId: { type: 'string', description: 'Genie space (agent) ID' }, - content: { type: 'string', description: 'Question to ask Genie' }, - conversationId: { type: 'string', description: 'Genie conversation ID' }, - messageId: { type: 'string', description: 'Genie message ID' }, - attachmentId: { type: 'string', description: 'Genie query or visualization attachment ID' }, - enableVisualization: { type: 'boolean', description: 'Ask Genie to generate charts' }, - rating: { type: 'string', description: 'Genie feedback rating (POSITIVE, NEGATIVE, NONE)' }, - comment: { type: 'string', description: 'Genie feedback comment' }, - includeAll: { type: 'boolean', description: "Include every user's Genie conversations" }, - includeSerializedSpace: { - type: 'boolean', - description: "Include the Genie space's serialized configuration", + { + id: 'emailNotifications', + title: 'Email Notifications', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Email Notifications using API field names. Email recipients by event, such as {on_failure: ["ops@example.com"]}. Return ONLY the JSON object.', + placeholder: 'Describe email notifications', + }, }, - pageSize: { type: 'number', description: 'Results per page' }, - pageToken: { type: 'string', description: 'Pagination token' }, - after: { type: 'string', description: 'Agent item pagination cursor' }, - order: { type: 'string', description: 'Agent item sort order (asc or desc)' }, - }, - outputs: { - // Execute SQL - statementId: { type: 'string', description: 'Statement ID' }, - status: { type: 'string', description: 'SQL statement, Genie message, or Genie agent status' }, - columns: { type: 'json', description: 'Result column schema' }, - data: { type: 'json', description: 'Result rows as 2D array' }, - totalRows: { type: 'number', description: 'Total row count' }, - truncated: { type: 'boolean', description: 'Whether results were truncated' }, - // List Jobs - jobs: { type: 'json', description: 'List of jobs' }, - hasMore: { - type: 'boolean', - description: 'Whether more results or Genie agent items are available', + { + id: 'webhookNotifications', + title: 'Webhook Notifications', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Webhook Notifications using API field names. Notification destination IDs grouped by event. Return ONLY the JSON object.', + placeholder: 'Describe webhook notifications', + }, }, - nextPageToken: { type: 'string', description: 'Pagination token for next page' }, - // List Warehouses - warehouses: { - type: 'json', - description: - 'List of SQL warehouses ([{warehouseId, name, clusterSize, state, warehouseType, ...}])', + { + id: 'notificationSettings', + title: 'Notification Settings', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Notification Settings using API field names. Notification preferences for skipped runs, canceled runs, and retries. Return ONLY the JSON object.', + placeholder: 'Describe notification settings', + }, }, - // Get Job - name: { type: 'string', description: 'Job name' }, - runAsUserName: { type: 'string', description: 'User the job runs as' }, - format: { type: 'string', description: 'Job format (SINGLE_TASK or MULTI_TASK)' }, - maxConcurrentRuns: { type: 'number', description: 'Maximum number of concurrent runs' }, - timeoutSeconds: { type: 'number', description: 'Job-level timeout in seconds' }, - createdTime: { type: 'number', description: 'Job creation timestamp (epoch ms)' }, - schedule: { - type: 'json', - description: 'Cron schedule (quartz_cron_expression, timezone_id, pause_status)', + { + id: 'timeoutSeconds', + title: 'Timeout Seconds', + type: 'short-input', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: 'Maximum run duration in seconds; 0 disables the timeout', }, - tags: { type: 'json', description: 'Key-value tags applied to the job' }, - tasks: { type: 'json', description: 'Task definitions for the job' }, - // Run Job - runId: { type: 'number', description: 'Triggered run ID' }, - numberInJob: { type: 'number', description: 'Run sequence number in job' }, - // Get Run - jobId: { type: 'number', description: 'Job ID the run belongs to' }, - runName: { type: 'string', description: 'Run name' }, - runType: { type: 'string', description: 'Run type (JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN)' }, - attemptNumber: { type: 'number', description: 'Retry attempt number' }, - state: { - type: 'json', - description: 'Run state with lifeCycleState, resultState, stateMessage', + { + id: 'health', + title: 'Health', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Health using API field names. Health rules as {rules: [{metric, op, value}]}. Return ONLY the JSON object.', + placeholder: 'Describe health', + }, }, - startTime: { type: 'number', description: 'Run start time (epoch ms)' }, - endTime: { type: 'number', description: 'Run end time (epoch ms)' }, + { + id: 'schedule', + title: 'Schedule', + type: 'code', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Schedule using API field names. Quartz schedule as {quartz_cron_expression, timezone_id, pause_status}. Return ONLY the JSON object.', + placeholder: 'Describe schedule', + }, + }, + { + id: 'jobTrigger', + title: 'Job Trigger', + type: 'code', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Job Trigger using API field names. Job trigger settings in Databricks API format. Return ONLY the JSON object.', + placeholder: 'Describe job trigger', + }, + }, + { + id: 'continuous', + title: 'Continuous', + type: 'code', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Continuous using API field names. Continuous execution settings; mutually exclusive with schedule. Return ONLY the JSON object.', + placeholder: 'Describe continuous', + }, + }, + { + id: 'maxConcurrentRuns', + title: 'Max Concurrent Runs', + type: 'short-input', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: 'Maximum simultaneous runs allowed for this job', + }, + { + id: 'tasks', + title: 'Tasks', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Tasks using API field names. Task definitions using Databricks API fields, including task_key, depends_on, and notebook_task or other task types. Return ONLY the JSON array.', + placeholder: 'Describe tasks', + }, + }, + { + id: 'jobClusters', + title: 'Job Clusters', + type: 'code', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Job Clusters using API field names. Shared job clusters as [{job_cluster_key, new_cluster}]. Return ONLY the JSON array.', + placeholder: 'Describe job clusters', + }, + }, + { + id: 'gitSource', + title: 'Git Source', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Git Source using API field names. Git repository URL, provider, and branch, tag, or commit. Return ONLY the JSON object.', + placeholder: 'Describe git source', + }, + }, + { + id: 'tags', + title: 'Tags', + type: 'code', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Tags using API field names. Job tags as a JSON object of string keys and values. Return ONLY the JSON object.', + placeholder: 'Describe tags', + }, + }, + { + id: 'queue', + title: 'Queue', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run', 'run_job'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Queue using API field names. Queue behavior as {enabled: true} or {enabled: false}. Return ONLY the JSON object.', + placeholder: 'Describe queue', + }, + }, + { + id: 'parameters', + title: 'Parameters', + type: 'code', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Parameters using API field names. Job parameter definitions as [{name, default}]. Return ONLY the JSON array.', + placeholder: 'Describe parameters', + }, + }, + { + id: 'runAs', + title: 'Run As', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Run As using API field names. Execution identity as {user_name} or {service_principal_name}. Return ONLY the JSON object.', + placeholder: 'Describe run as', + }, + }, + { + id: 'editMode', + title: 'Edit Mode', + type: 'dropdown', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'UI_LOCKED', id: 'UI_LOCKED' }, + { label: 'EDITABLE', id: 'EDITABLE' }, + ], + value: () => '', + }, + { + id: 'deployment', + title: 'Deployment', + type: 'code', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Deployment using API field names. External deployment metadata including kind and metadata_file_path. Return ONLY the JSON object.', + placeholder: 'Describe deployment', + }, + }, + { + id: 'environments', + title: 'Environments', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Environments using API field names. Task environments as [{environment_key, spec}]. Return ONLY the JSON array.', + placeholder: 'Describe environments', + }, + }, + { + id: 'budgetPolicyId', + title: 'Budget Policy ID', + type: 'short-input', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: 'Serverless budget policy identifier', + }, + { + id: 'performanceTarget', + title: 'Performance Target', + type: 'dropdown', + condition: { + field: 'operation', + value: ['create_job', 'submit_run', 'repair_run', 'run_job'], + }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'PERFORMANCE_OPTIMIZED', id: 'PERFORMANCE_OPTIMIZED' }, + { label: 'STANDARD', id: 'STANDARD' }, + ], + value: () => '', + }, + { + id: 'triggers', + title: 'Triggers', + type: 'code', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Triggers using API field names. Job trigger definitions; cannot be combined with the singular trigger setting. Return ONLY the JSON array.', + placeholder: 'Describe triggers', + }, + }, + { + id: 'environmentVariables', + title: 'Environment Variables', + type: 'code', + condition: { field: 'operation', value: ['create_job', 'submit_run'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Environment Variables using API field names. Named environment variable definitions in Databricks API format. Return ONLY the JSON array.', + placeholder: 'Describe environment variables', + }, + }, + { + id: 'maxRetries', + title: 'Max Retries', + type: 'short-input', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: 'Maximum retry count; -1 retries indefinitely and 0 disables retries', + }, + { + id: 'minRetryIntervalMillis', + title: 'Min Retry Interval Millis', + type: 'short-input', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + placeholder: 'Minimum time in milliseconds between attempts', + }, + { + id: 'retryOnTimeout', + title: 'Retry On Timeout', + type: 'dropdown', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'disableAutoOptimization', + title: 'Disable Auto Optimization', + type: 'dropdown', + condition: { field: 'operation', value: ['create_job'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'newSettings', + title: 'New Settings', + type: 'code', + condition: { field: 'operation', value: ['update_job', 'reset_job'] }, + required: { field: 'operation', value: ['reset_job'] }, + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks New Settings using API field names. Job settings in Databricks API format; Update merges top-level fields and task keys, Reset replaces all settings. Return ONLY the JSON object.', + placeholder: 'Describe new settings', + }, + }, + { + id: 'fieldsToRemove', + title: 'Fields To Remove', + type: 'code', + condition: { field: 'operation', value: ['update_job'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Fields To Remove using API field names. Settings to remove, such as ["schedule", "tasks/task_key"]. Return ONLY the JSON array.', + placeholder: 'Describe fields to remove', + }, + }, + { + id: 'runName', + title: 'Run Name', + type: 'short-input', + condition: { field: 'operation', value: ['submit_run'] }, + placeholder: 'Display name of the one-time run', + }, + { + id: 'latestRepairId', + title: 'Latest Repair ID', + type: 'short-input', + condition: { field: 'operation', value: ['repair_run'] }, + mode: 'advanced', + placeholder: 'Most recent repair ID; required after the first repair of a run', + }, + { + id: 'rerunTasks', + title: 'Rerun Tasks', + type: 'code', + condition: { field: 'operation', value: ['repair_run'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Rerun Tasks using API field names. Task keys to repair; mutually exclusive with rerunAllFailedTasks. Return ONLY the JSON array.', + placeholder: 'Describe rerun tasks', + }, + }, + { + id: 'rerunAllFailedTasks', + title: 'Rerun All Failed Tasks', + type: 'dropdown', + condition: { field: 'operation', value: ['repair_run'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'rerunDependentTasks', + title: 'Rerun Dependent Tasks', + type: 'dropdown', + condition: { field: 'operation', value: ['repair_run'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'pipelineParams', + title: 'Pipeline Params', + type: 'code', + condition: { field: 'operation', value: ['repair_run', 'run_job'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Pipeline Params using API field names. Pipeline refresh settings, including full_refresh and selective table or flow lists. Return ONLY the JSON object.', + placeholder: 'Describe pipeline params', + }, + }, + { + id: 'allQueuedRuns', + title: 'All Queued Runs', + type: 'dropdown', + condition: { field: 'operation', value: ['cancel_all_runs'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'applyPolicyDefaultValues', + title: 'Apply Policy Default Values', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'cloneFrom', + title: 'Clone From', + type: 'code', + condition: { field: 'operation', value: ['create_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Clone From using API field names. Clone source as {source_cluster_id, clone_source}. Return ONLY the JSON object.', + placeholder: 'Describe clone from', + }, + }, + { + id: 'numWorkers', + title: 'Num Workers', + type: 'short-input', + condition: { + field: 'operation', + value: ['create_cluster', 'edit_cluster', 'resize_cluster'], + }, + placeholder: 'Fixed worker count; use this or autoscale', + }, + { + id: 'autoscale', + title: 'Autoscale', + type: 'code', + condition: { + field: 'operation', + value: ['create_cluster', 'edit_cluster', 'resize_cluster'], + }, + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Autoscale using API field names. Worker range as {min_workers, max_workers}; use this or numWorkers. Return ONLY the JSON object.', + placeholder: 'Describe autoscale', + }, + }, + { + id: 'clusterName', + title: 'Cluster Name', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + placeholder: 'Display name of the compute cluster', + }, + { + id: 'sparkVersion', + title: 'Spark Version', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + placeholder: 'Databricks runtime version, or omit when supplied by a compute policy', + }, + { + id: 'sparkConf', + title: 'Spark Conf', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Spark Conf using API field names. Spark configuration as a JSON map. Return ONLY the JSON object.', + placeholder: 'Describe spark conf', + }, + }, + { + id: 'awsAttributes', + title: 'Aws Attributes', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Aws Attributes using API field names. AWS compute configuration such as availability, zone_id, and instance_profile_arn. Return ONLY the JSON object.', + placeholder: 'Describe aws attributes', + }, + }, + { + id: 'azureAttributes', + title: 'Azure Attributes', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Azure Attributes using API field names. Azure compute configuration such as availability and spot_bid_max_price. Return ONLY the JSON object.', + placeholder: 'Describe azure attributes', + }, + }, + { + id: 'gcpAttributes', + title: 'Gcp Attributes', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Gcp Attributes using API field names. GCP compute configuration such as availability and zone_id. Return ONLY the JSON object.', + placeholder: 'Describe gcp attributes', + }, + }, + { + id: 'nodeTypeId', + title: 'Node Type ID', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + placeholder: 'Worker node type identifier', + }, + { + id: 'driverNodeTypeId', + title: 'Driver Node Type ID', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: 'Driver node type identifier', + }, + { + id: 'workerNodeTypeFlexibility', + title: 'Worker Node Type Flexibility', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Worker Node Type Flexibility using API field names. Alternative worker node type selection settings. Return ONLY the JSON object.', + placeholder: 'Describe worker node type flexibility', + }, + }, + { + id: 'driverNodeTypeFlexibility', + title: 'Driver Node Type Flexibility', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Driver Node Type Flexibility using API field names. Alternative driver node type selection settings. Return ONLY the JSON object.', + placeholder: 'Describe driver node type flexibility', + }, + }, + { + id: 'sshPublicKeys', + title: 'Ssh Public Keys', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Ssh Public Keys using API field names. SSH public keys to install on the cluster. Return ONLY the JSON array.', + placeholder: 'Describe ssh public keys', + }, + }, + { + id: 'customTags', + title: 'Custom Tags', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Custom Tags using API field names. Custom cluster tags as a JSON map. Return ONLY the JSON object.', + placeholder: 'Describe custom tags', + }, + }, + { + id: 'clusterLogConf', + title: 'Cluster Log Conf', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Cluster Log Conf using API field names. Cluster log destination in Databricks API format. Return ONLY the JSON object.', + placeholder: 'Describe cluster log conf', + }, + }, + { + id: 'sparkEnvVars', + title: 'Spark Env Vars', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Spark Env Vars using API field names. Environment variables for the Spark processes as a JSON map. Return ONLY the JSON object.', + placeholder: 'Describe spark env vars', + }, + }, + { + id: 'autoterminationMinutes', + title: 'Autotermination Minutes', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: 'Idle minutes before termination; 0 disables automatic termination', + }, + { + id: 'enableElasticDisk', + title: 'Enable Elastic Disk', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'initScripts', + title: 'Init Scripts', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Init Scripts using API field names. Cluster initialization script locations in Databricks API format. Return ONLY the JSON array.', + placeholder: 'Describe init scripts', + }, + }, + { + id: 'dockerImage', + title: 'Docker Image', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Docker Image using API field names. Custom container image URL and optional basic_auth settings. Return ONLY the JSON object.', + placeholder: 'Describe docker image', + }, + }, + { + id: 'instancePoolId', + title: 'Instance Pool ID', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: 'Worker instance pool identifier', + }, + { + id: 'singleUserName', + title: 'Single User Name', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: 'Assigned user or service principal for dedicated access mode', + }, + { + id: 'policyId', + title: 'Policy ID', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: 'Compute policy identifier', + }, + { + id: 'enableLocalDiskEncryption', + title: 'Enable Local Disk Encryption', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'driverInstancePoolId', + title: 'Driver Instance Pool ID', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: 'Driver instance pool identifier', + }, + { + id: 'workloadType', + title: 'Workload Type', + type: 'code', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Workload Type using API field names. Permitted workload types in Databricks API format. Return ONLY the JSON object.', + placeholder: 'Describe workload type', + }, + }, + { + id: 'dataSecurityMode', + title: 'Data Security Mode', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'NONE', id: 'NONE' }, + { label: 'SINGLE_USER', id: 'SINGLE_USER' }, + { label: 'USER_ISOLATION', id: 'USER_ISOLATION' }, + { label: 'LEGACY_TABLE_ACL', id: 'LEGACY_TABLE_ACL' }, + { label: 'LEGACY_PASSTHROUGH', id: 'LEGACY_PASSTHROUGH' }, + { label: 'LEGACY_SINGLE_USER', id: 'LEGACY_SINGLE_USER' }, + { label: 'LEGACY_SINGLE_USER_STANDARD', id: 'LEGACY_SINGLE_USER_STANDARD' }, + { label: 'DATA_SECURITY_MODE_STANDARD', id: 'DATA_SECURITY_MODE_STANDARD' }, + { label: 'DATA_SECURITY_MODE_DEDICATED', id: 'DATA_SECURITY_MODE_DEDICATED' }, + { label: 'DATA_SECURITY_MODE_AUTO', id: 'DATA_SECURITY_MODE_AUTO' }, + ], + value: () => '', + }, + { + id: 'runtimeEngine', + title: 'Runtime Engine', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'NULL', id: 'NULL' }, + { label: 'STANDARD', id: 'STANDARD' }, + { label: 'PHOTON', id: 'PHOTON' }, + ], + value: () => '', + }, + { + id: 'kind', + title: 'Kind', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'CLASSIC_PREVIEW', id: 'CLASSIC_PREVIEW' }, + ], + value: () => '', + }, + { + id: 'useMlRuntime', + title: 'Use Ml Runtime', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'isSingleNode', + title: 'Is Single Node', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'remoteDiskThroughput', + title: 'Remote Disk Throughput', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: 'Remote disk throughput setting', + }, + { + id: 'totalInitialRemoteDiskSize', + title: 'Total Initial Remote Disk Size', + type: 'short-input', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + placeholder: 'Initial remote disk size setting', + }, + { + id: 'dependencyMode', + title: 'Dependency Mode', + type: 'dropdown', + condition: { field: 'operation', value: ['create_cluster', 'edit_cluster'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'DEPENDENCY_MODE_ENVIRONMENTS', id: 'DEPENDENCY_MODE_ENVIRONMENTS' }, + { label: 'DEPENDENCY_MODE_CLUSTER_LIBRARIES', id: 'DEPENDENCY_MODE_CLUSTER_LIBRARIES' }, + { label: 'DEPENDENCY_MODE_AUTO', id: 'DEPENDENCY_MODE_AUTO' }, + ], + value: () => '', + }, + { + id: 'restartUser', + title: 'Restart User', + type: 'short-input', + condition: { field: 'operation', value: ['restart_cluster'] }, + mode: 'advanced', + placeholder: 'User requesting the cluster restart', + }, + { + id: 'clusterSize', + title: 'Cluster Size', + type: 'short-input', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + placeholder: 'SQL warehouse size, such as Small or Medium', + }, + { + id: 'minNumClusters', + title: 'Min Num Clusters', + type: 'short-input', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + placeholder: 'Minimum number of SQL warehouse clusters', + }, + { + id: 'maxNumClusters', + title: 'Max Num Clusters', + type: 'short-input', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + placeholder: 'Maximum number of SQL warehouse clusters', + }, + { + id: 'autoStopMins', + title: 'Auto Stop Mins', + type: 'short-input', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + placeholder: 'Idle minutes before stopping the warehouse; 0 disables automatic stopping', + }, + { + id: 'creatorName', + title: 'Creator Name', + type: 'short-input', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + placeholder: 'Warehouse creator name', + }, + { + id: 'warehouseTags', + title: 'Warehouse Tags', + type: 'code', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Warehouse Tags using API field names. Warehouse tags as {custom_tags: [{key, value}]}. Return ONLY the JSON object.', + placeholder: 'Describe warehouse tags', + }, + }, + { + id: 'spotInstancePolicy', + title: 'Spot Instance Policy', + type: 'dropdown', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'POLICY_UNSPECIFIED', id: 'POLICY_UNSPECIFIED' }, + { label: 'COST_OPTIMIZED', id: 'COST_OPTIMIZED' }, + { label: 'RELIABILITY_OPTIMIZED', id: 'RELIABILITY_OPTIMIZED' }, + ], + value: () => '', + }, + { + id: 'enablePhoton', + title: 'Enable Photon', + type: 'dropdown', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'channel', + title: 'Channel', + type: 'code', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + placeholder: '{"key": "value"}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Channel using API field names. Warehouse release channel as {name: "CHANNEL_NAME_CURRENT"}. Return ONLY the JSON object.', + placeholder: 'Describe channel', + }, + }, + { + id: 'enableServerlessCompute', + title: 'Enable Serverless Compute', + type: 'dropdown', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'warehouseType', + title: 'Warehouse Type', + type: 'dropdown', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'TYPE_UNSPECIFIED', id: 'TYPE_UNSPECIFIED' }, + { label: 'CLASSIC', id: 'CLASSIC' }, + { label: 'PRO', id: 'PRO' }, + ], + value: () => '', + }, + { + id: 'statementTimeout', + title: 'Statement Timeout', + type: 'short-input', + condition: { field: 'operation', value: ['create_warehouse', 'edit_warehouse'] }, + mode: 'advanced', + placeholder: 'Warehouse statement timeout in seconds', + }, + { + id: 'parentPath', + title: 'Parent Path', + type: 'short-input', + condition: { field: 'operation', value: ['genie_create_space', 'genie_update_space'] }, + mode: 'advanced', + placeholder: 'Parent workspace folder for the Genie space', + }, + { + id: 'serializedSpace', + title: 'Serialized Space', + type: 'code', + condition: { field: 'operation', value: ['genie_create_space', 'genie_update_space'] }, + required: { field: 'operation', value: ['genie_create_space'] }, + placeholder: '{"version": 2, "data_sources": {"tables": []}}', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Serialized Space using API field names. Serialized Genie configuration JSON, including data_sources, instructions, config, and benchmarks; get an example with Get Genie Space. Return ONLY the JSON object.', + placeholder: 'Describe serialized space', + }, + }, + { + id: 'title', + title: 'Title', + type: 'short-input', + condition: { field: 'operation', value: ['genie_create_space', 'genie_update_space'] }, + placeholder: 'Genie space title', + }, + { + id: 'etag', + title: 'Etag', + type: 'short-input', + condition: { field: 'operation', value: ['genie_update_space'] }, + mode: 'advanced', + placeholder: 'Version from Get Genie Space; prevents overwriting concurrent changes', + }, + { + id: 'chunkIndex', + title: 'Chunk Index', + type: 'short-input', + condition: { field: 'operation', value: ['get_statement_chunk'] }, + required: { field: 'operation', value: ['get_statement_chunk'] }, + placeholder: 'Zero-based SQL result chunk index', + }, + { + id: 'responseId', + title: 'Response ID', + type: 'short-input', + condition: { field: 'operation', value: ['genie_agent_cancel'] }, + required: { field: 'operation', value: ['genie_agent_cancel'] }, + placeholder: 'Agent response ID from the response.created event', + }, + { + id: 'sqlParameters', + title: 'SQL Parameters', + type: 'code', + condition: { field: 'operation', value: ['execute_sql'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks SQL Parameters using API field names. Named SQL parameters as [{name, value, type}]; null or omitted value represents SQL NULL. Return ONLY the JSON array.', + placeholder: 'Describe sql parameters', + }, + }, + { + id: 'byteLimit', + title: 'Byte Limit', + type: 'short-input', + condition: { field: 'operation', value: ['execute_sql'] }, + mode: 'advanced', + placeholder: 'Maximum SQL result size in bytes; truncation is reported in the output', + }, + { + id: 'onWaitTimeout', + title: 'On Wait Timeout', + type: 'dropdown', + condition: { field: 'operation', value: ['execute_sql'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'CONTINUE', id: 'CONTINUE' }, + { label: 'CANCEL', id: 'CANCEL' }, + ], + value: () => '', + }, + { + id: 'includeTriggerState', + title: 'Include Trigger State', + type: 'dropdown', + condition: { field: 'operation', value: ['get_job'] }, + mode: 'advanced', + options: [ + { label: 'Default', id: '' }, + { label: 'Yes', id: 'true' }, + { label: 'No', id: 'false' }, + ], + value: () => '', + }, + { + id: 'only', + title: 'Only', + type: 'code', + condition: { field: 'operation', value: ['run_job'] }, + mode: 'advanced', + placeholder: '[]', + language: 'json', + wandConfig: { + enabled: true, + prompt: + 'Generate Databricks Only using API field names. Task keys to run; omit to run every task. Return ONLY the JSON array.', + placeholder: 'Describe only', + }, + }, + + { + id: 'host', + title: 'Workspace Host', + type: 'short-input', + placeholder: 'dbc-abc123.cloud.databricks.com', + required: true, + }, + { + id: 'apiKey', + title: 'Access Token', + type: 'short-input', + placeholder: 'Enter your Databricks Personal Access Token', + password: true, + required: true, + }, + ], + tools: { + access: [ + 'databricks_execute_sql', + 'databricks_get_statement', + 'databricks_get_statement_chunk', + 'databricks_cancel_statement', + 'databricks_list_jobs', + 'databricks_get_job', + 'databricks_create_job', + 'databricks_update_job', + 'databricks_reset_job', + 'databricks_delete_job', + 'databricks_run_job', + 'databricks_submit_run', + 'databricks_list_runs', + 'databricks_get_run', + 'databricks_get_run_output', + 'databricks_repair_run', + 'databricks_cancel_run', + 'databricks_cancel_all_runs', + 'databricks_delete_run', + 'databricks_list_clusters', + 'databricks_get_cluster', + 'databricks_create_cluster', + 'databricks_edit_cluster', + 'databricks_start_cluster', + 'databricks_restart_cluster', + 'databricks_resize_cluster', + 'databricks_terminate_cluster', + 'databricks_delete_cluster', + 'databricks_list_warehouses', + 'databricks_get_warehouse', + 'databricks_create_warehouse', + 'databricks_edit_warehouse', + 'databricks_start_warehouse', + 'databricks_stop_warehouse', + 'databricks_delete_warehouse', + 'databricks_genie_list_spaces', + 'databricks_genie_get_space', + 'databricks_genie_create_space', + 'databricks_genie_update_space', + 'databricks_genie_delete_space', + 'databricks_genie_ask', + 'databricks_genie_get_message', + 'databricks_genie_list_messages', + 'databricks_genie_get_query_result', + 'databricks_genie_execute_query', + 'databricks_genie_download_visualization', + 'databricks_genie_send_feedback', + 'databricks_genie_delete_message', + 'databricks_genie_list_conversations', + 'databricks_genie_delete_conversation', + 'databricks_genie_agent_ask', + 'databricks_genie_agent_list_items', + 'databricks_genie_agent_cancel', + ], + config: { + tool: (params) => `databricks_${params.operation}`, + params: (params) => { + const result: Record = {} + for (const key of [ + 'autoStopMins', + 'autoterminationMinutes', + 'byteLimit', + 'chunkIndex', + 'jobId', + 'latestRepairId', + 'limit', + 'maxConcurrentRuns', + 'maxNumClusters', + 'maxRetries', + 'minNumClusters', + 'minRetryIntervalMillis', + 'numWorkers', + 'offset', + 'pageSize', + 'remoteDiskThroughput', + 'rowLimit', + 'runId', + 'startTimeFrom', + 'startTimeTo', + 'statementTimeout', + 'timeoutSeconds', + 'totalInitialRemoteDiskSize', + ]) { + const value = params[key] + result[key] = value == null || value === '' ? undefined : Number(value) + } + for (const key of [ + 'activeOnly', + 'allQueuedRuns', + 'applyPolicyDefaultValues', + 'completedOnly', + 'disableAutoOptimization', + 'enableElasticDisk', + 'enableLocalDiskEncryption', + 'enablePhoton', + 'enableServerlessCompute', + 'enableVisualization', + 'expandTasks', + 'includeAll', + 'includeHistory', + 'includeResolvedValues', + 'includeSerializedSpace', + 'includeTriggerState', + 'isSingleNode', + 'rerunAllFailedTasks', + 'rerunDependentTasks', + 'retryOnTimeout', + 'useMlRuntime', + ]) { + const value = params[key] + result[key] = + value == null || value === '' ? undefined : value === true || value === 'true' + } + for (const key of [ + 'dataSecurityMode', + 'dependencyMode', + 'editMode', + 'kind', + 'onWaitTimeout', + 'performanceTarget', + 'runType', + 'runtimeEngine', + 'spotInstancePolicy', + 'warehouseType', + ]) { + if (params[key] === '') result[key] = undefined + } + return result + }, + }, + }, + inputs: { + accessControlList: { + type: 'json', + description: + 'Initial permissions as [{user_name, group_name, service_principal_name, permission_level}]', + }, + description: { type: 'string', description: 'Description of the job or Genie space' }, + emailNotifications: { + type: 'json', + description: 'Email recipients by event, such as {on_failure: ["ops@example.com"]}', + }, + webhookNotifications: { + type: 'json', + description: 'Notification destination IDs grouped by event', + }, + notificationSettings: { + type: 'json', + description: 'Notification preferences for skipped runs, canceled runs, and retries', + }, + timeoutSeconds: { + type: 'number', + description: 'Maximum run duration in seconds; 0 disables the timeout', + }, + health: { type: 'json', description: 'Health rules as {rules: [{metric, op, value}]}' }, + schedule: { + type: 'json', + description: 'Quartz schedule as {quartz_cron_expression, timezone_id, pause_status}', + }, + jobTrigger: { type: 'json', description: 'Job trigger settings in Databricks API format' }, + continuous: { + type: 'json', + description: 'Continuous execution settings; mutually exclusive with schedule', + }, + maxConcurrentRuns: { + type: 'number', + description: 'Maximum simultaneous runs allowed for this job', + }, + tasks: { + type: 'json', + description: + 'Task definitions using Databricks API fields, including task_key, depends_on, and notebook_task or other task types', + }, + jobClusters: { + type: 'json', + description: 'Shared job clusters as [{job_cluster_key, new_cluster}]', + }, + gitSource: { + type: 'json', + description: 'Git repository URL, provider, and branch, tag, or commit', + }, + tags: { type: 'json', description: 'Job tags as a JSON object of string keys and values' }, + queue: { type: 'json', description: 'Queue behavior as {enabled: true} or {enabled: false}' }, + parameters: { type: 'json', description: 'Job parameter definitions as [{name, default}]' }, + runAs: { + type: 'json', + description: 'Execution identity as {user_name} or {service_principal_name}', + }, + editMode: { type: 'string', description: 'Whether the job can be edited in the Databricks UI' }, + deployment: { + type: 'json', + description: 'External deployment metadata including kind and metadata_file_path', + }, + environments: { type: 'json', description: 'Task environments as [{environment_key, spec}]' }, + budgetPolicyId: { type: 'string', description: 'Serverless budget policy identifier' }, + performanceTarget: { + type: 'string', + description: 'Serverless performance mode: STANDARD or PERFORMANCE_OPTIMIZED', + }, + triggers: { + type: 'json', + description: 'Job trigger definitions; cannot be combined with the singular trigger setting', + }, + environmentVariables: { + type: 'json', + description: 'Named environment variable definitions in Databricks API format', + }, + maxRetries: { + type: 'number', + description: 'Maximum retry count; -1 retries indefinitely and 0 disables retries', + }, + minRetryIntervalMillis: { + type: 'number', + description: 'Minimum time in milliseconds between attempts', + }, + retryOnTimeout: { type: 'boolean', description: 'Whether a timed-out run should be retried' }, + disableAutoOptimization: { + type: 'boolean', + description: 'Disable serverless automatic optimization', + }, + newSettings: { + type: 'json', + description: + 'Job settings in Databricks API format; Update merges top-level fields and task keys, Reset replaces all settings', + }, + fieldsToRemove: { + type: 'json', + description: 'Settings to remove, such as ["schedule", "tasks/task_key"]', + }, + runName: { type: 'string', description: 'Display name of the one-time run' }, + latestRepairId: { + type: 'number', + description: 'Most recent repair ID; required after the first repair of a run', + }, + rerunTasks: { + type: 'json', + description: 'Task keys to repair; mutually exclusive with rerunAllFailedTasks', + }, + rerunAllFailedTasks: { + type: 'boolean', + description: 'Repair every failed task instead of specifying task keys', + }, + rerunDependentTasks: { + type: 'boolean', + description: 'Also rerun tasks downstream of the selected failed tasks', + }, + pipelineParams: { + type: 'json', + description: + 'Pipeline refresh settings, including full_refresh and selective table or flow lists', + }, + allQueuedRuns: { + type: 'boolean', + description: 'Cancel queued runs; without a job ID this applies to the workspace', + }, + applyPolicyDefaultValues: { + type: 'boolean', + description: 'Fill unspecified settings from the compute policy defaults', + }, + cloneFrom: { type: 'json', description: 'Clone source as {source_cluster_id, clone_source}' }, + numWorkers: { type: 'number', description: 'Fixed worker count; use this or autoscale' }, + autoscale: { + type: 'json', + description: 'Worker range as {min_workers, max_workers}; use this or numWorkers', + }, + clusterName: { type: 'string', description: 'Display name of the compute cluster' }, + sparkVersion: { + type: 'string', + description: 'Databricks runtime version, or omit when supplied by a compute policy', + }, + sparkConf: { type: 'json', description: 'Spark configuration as a JSON map' }, + awsAttributes: { + type: 'json', + description: + 'AWS compute configuration such as availability, zone_id, and instance_profile_arn', + }, + azureAttributes: { + type: 'json', + description: 'Azure compute configuration such as availability and spot_bid_max_price', + }, + gcpAttributes: { + type: 'json', + description: 'GCP compute configuration such as availability and zone_id', + }, + nodeTypeId: { type: 'string', description: 'Worker node type identifier' }, + driverNodeTypeId: { type: 'string', description: 'Driver node type identifier' }, + workerNodeTypeFlexibility: { + type: 'json', + description: 'Alternative worker node type selection settings', + }, + driverNodeTypeFlexibility: { + type: 'json', + description: 'Alternative driver node type selection settings', + }, + sshPublicKeys: { type: 'json', description: 'SSH public keys to install on the cluster' }, + customTags: { type: 'json', description: 'Custom cluster tags as a JSON map' }, + clusterLogConf: { + type: 'json', + description: 'Cluster log destination in Databricks API format', + }, + sparkEnvVars: { + type: 'json', + description: 'Environment variables for the Spark processes as a JSON map', + }, + autoterminationMinutes: { + type: 'number', + description: 'Idle minutes before termination; 0 disables automatic termination', + }, + enableElasticDisk: { + type: 'boolean', + description: 'Allow automatic expansion of attached storage', + }, + initScripts: { + type: 'json', + description: 'Cluster initialization script locations in Databricks API format', + }, + dockerImage: { + type: 'json', + description: 'Custom container image URL and optional basic_auth settings', + }, + instancePoolId: { type: 'string', description: 'Worker instance pool identifier' }, + singleUserName: { + type: 'string', + description: 'Assigned user or service principal for dedicated access mode', + }, + policyId: { type: 'string', description: 'Compute policy identifier' }, + enableLocalDiskEncryption: { type: 'boolean', description: 'Encrypt local cluster storage' }, + driverInstancePoolId: { type: 'string', description: 'Driver instance pool identifier' }, + workloadType: { + type: 'json', + description: 'Permitted workload types in Databricks API format', + }, + dataSecurityMode: { type: 'string', description: 'Cluster access mode' }, + runtimeEngine: { type: 'string', description: 'Runtime execution engine' }, + kind: { type: 'string', description: 'Compute kind' }, + useMlRuntime: { type: 'boolean', description: 'Use a machine learning runtime' }, + isSingleNode: { type: 'boolean', description: 'Create a single-node compute resource' }, + remoteDiskThroughput: { type: 'number', description: 'Remote disk throughput setting' }, + totalInitialRemoteDiskSize: { type: 'number', description: 'Initial remote disk size setting' }, + dependencyMode: { type: 'string', description: 'Cluster dependency mode' }, + restartUser: { type: 'string', description: 'User requesting the cluster restart' }, + clusterSize: { type: 'string', description: 'SQL warehouse size, such as Small or Medium' }, + minNumClusters: { type: 'number', description: 'Minimum number of SQL warehouse clusters' }, + maxNumClusters: { type: 'number', description: 'Maximum number of SQL warehouse clusters' }, + autoStopMins: { + type: 'number', + description: 'Idle minutes before stopping the warehouse; 0 disables automatic stopping', + }, + creatorName: { type: 'string', description: 'Warehouse creator name' }, + warehouseTags: { type: 'json', description: 'Warehouse tags as {custom_tags: [{key, value}]}' }, + spotInstancePolicy: { + type: 'string', + description: 'Cost or reliability preference for spot instances', + }, + enablePhoton: { type: 'boolean', description: 'Enable Photon for SQL warehouse compute' }, + channel: { + type: 'json', + description: 'Warehouse release channel as {name: "CHANNEL_NAME_CURRENT"}', + }, + enableServerlessCompute: { + type: 'boolean', + description: 'Use serverless SQL warehouse compute', + }, + warehouseType: { type: 'string', description: 'Warehouse type; use PRO for serverless' }, + statementTimeout: { type: 'number', description: 'Warehouse statement timeout in seconds' }, + parentPath: { type: 'string', description: 'Parent workspace folder for the Genie space' }, + serializedSpace: { + type: 'string', + description: + 'Serialized Genie configuration JSON, including data_sources, instructions, config, and benchmarks; get an example with Get Genie Space', + }, + title: { type: 'string', description: 'Genie space title' }, + etag: { + type: 'string', + description: 'Version from Get Genie Space; prevents overwriting concurrent changes', + }, + chunkIndex: { type: 'number', description: 'Zero-based SQL result chunk index' }, + responseId: { + type: 'string', + description: 'Agent response ID from the response.created event', + }, + sqlParameters: { + type: 'json', + description: + 'Named SQL parameters as [{name, value, type}]; null or omitted value represents SQL NULL', + }, + byteLimit: { + type: 'number', + description: 'Maximum SQL result size in bytes; truncation is reported in the output', + }, + onWaitTimeout: { + type: 'string', + description: 'Continue execution asynchronously or cancel when waitTimeout expires', + }, + includeTriggerState: { type: 'boolean', description: 'Include current job trigger state' }, + only: { type: 'json', description: 'Task keys to run; omit to run every task' }, + + operation: { type: 'string', description: 'Operation to perform' }, + host: { type: 'string', description: 'Databricks workspace host URL' }, + apiKey: { type: 'string', description: 'Databricks Personal Access Token' }, + warehouseId: { type: 'string', description: 'SQL warehouse ID' }, + statement: { type: 'string', description: 'SQL statement to execute' }, + statementId: { type: 'string', description: 'Statement ID to poll for results' }, + clusterId: { type: 'string', description: 'Cluster ID to retrieve' }, + catalog: { type: 'string', description: 'Unity Catalog name' }, + schema: { type: 'string', description: 'Schema name' }, + rowLimit: { type: 'number', description: 'Maximum rows to return' }, + waitTimeout: { type: 'string', description: 'Wait timeout (e.g., "50s")' }, + jobId: { type: 'number', description: 'Job ID' }, + jobParameters: { type: 'json', description: 'Job-level parameters as JSON' }, + notebookParams: { type: 'json', description: 'Notebook task parameters as JSON' }, + idempotencyToken: { type: 'string', description: 'Idempotency token for duplicate prevention' }, + runId: { type: 'number', description: 'Run ID' }, + includeHistory: { type: 'boolean', description: 'Include repair history' }, + includeResolvedValues: { type: 'boolean', description: 'Include resolved parameter values' }, + name: { type: 'string', description: 'Job name filter' }, + limit: { type: 'number', description: 'Maximum results to return' }, + offset: { type: 'number', description: 'Pagination offset' }, + expandTasks: { type: 'boolean', description: 'Include task and cluster details' }, + activeOnly: { type: 'boolean', description: 'Only active runs' }, + completedOnly: { type: 'boolean', description: 'Only completed runs' }, + runType: { type: 'string', description: 'Filter by run type' }, + startTimeFrom: { type: 'number', description: 'Filter runs started after (epoch ms)' }, + startTimeTo: { type: 'number', description: 'Filter runs started before (epoch ms)' }, + spaceId: { type: 'string', description: 'Genie space (agent) ID' }, + content: { type: 'string', description: 'Question to ask Genie' }, + conversationId: { type: 'string', description: 'Genie conversation ID' }, + messageId: { type: 'string', description: 'Genie message ID' }, + attachmentId: { type: 'string', description: 'Genie query or visualization attachment ID' }, + enableVisualization: { type: 'boolean', description: 'Ask Genie to generate charts' }, + rating: { type: 'string', description: 'Genie feedback rating (POSITIVE, NEGATIVE, NONE)' }, + comment: { type: 'string', description: 'Genie feedback comment' }, + includeAll: { type: 'boolean', description: "Include every user's Genie conversations" }, + includeSerializedSpace: { + type: 'boolean', + description: "Include the Genie space's serialized configuration", + }, + pageSize: { type: 'number', description: 'Results per page' }, + pageToken: { type: 'string', description: 'Pagination token' }, + after: { type: 'string', description: 'Agent item pagination cursor' }, + order: { type: 'string', description: 'Agent item sort order (asc or desc)' }, + }, + outputs: { + warehouse: { + type: 'json', + description: 'SQL warehouse settings (warehouseId, name, state, clusterSize, autoscaling)', + }, + clusterId: { type: 'string', description: 'ID of a newly created compute cluster' }, + repairId: { + type: 'number', + description: 'Repair ID to pass as latestRepairId on the next repair', + }, + prevPageToken: { type: 'string', description: 'Pagination token for the previous page' }, + nextChunkIndex: { type: 'number', description: 'Index of the next SQL result chunk' }, + nextChunkInternalLink: { + type: 'string', + description: 'Workspace-relative path to the next SQL result chunk', + }, + chunkIndex: { type: 'number', description: 'Index of the current SQL result chunk' }, + rowOffset: { type: 'number', description: 'Starting row offset of the SQL chunk' }, + totalChunks: { type: 'number', description: 'Total SQL result chunks' }, + jobClusters: { + type: 'json', + description: 'Shared job compute definitions ([{job_cluster_key, new_cluster}])', + }, + parameters: { type: 'json', description: 'Job parameter definitions ([{name, default}])' }, + queue: { type: 'json', description: 'Job queue settings (enabled)' }, + triggerState: { + type: 'json', + description: 'Current job trigger state (file_arrival, table)', + }, + jobParameters: { type: 'json', description: 'Resolved run parameter values ([{name, value}])' }, + repairHistory: { + type: 'json', + description: 'Run repairs ([{id, type, task_run_ids, status, start_time, end_time}])', + }, + runStatus: { + type: 'json', + description: 'Run status (state, termination_details, queue_details)', + }, + runDuration: { type: 'number', description: 'Run duration including repairs in milliseconds' }, + sqlOutput: { + type: 'json', + description: 'SQL task results (query_output, alert_output, dashboard_output)', + }, + dbtOutput: { type: 'json', description: 'dbt artifacts (artifacts_link, artifacts_headers)' }, + runJobOutput: { type: 'json', description: 'Child job task result (run_id)' }, + info: { type: 'string', description: 'Additional run output information' }, + etag: { type: 'string', description: 'Genie space version for conditional updates' }, + + statementId: { type: 'string', description: 'Statement ID' }, + status: { type: 'string', description: 'SQL statement, Genie message, or Genie agent status' }, + columns: { type: 'json', description: 'Result column schema' }, + data: { type: 'json', description: 'Result rows as 2D array' }, + totalRows: { type: 'number', description: 'Total row count' }, + truncated: { type: 'boolean', description: 'Whether results were truncated' }, + + jobs: { type: 'json', description: 'List of jobs' }, + hasMore: { + type: 'boolean', + description: 'Whether more results or Genie agent items are available', + }, + nextPageToken: { type: 'string', description: 'Pagination token for next page' }, + + warehouses: { + type: 'json', + description: + 'List of SQL warehouses ([{warehouseId, name, clusterSize, state, warehouseType, ...}])', + }, + + name: { type: 'string', description: 'Job or resource name' }, + runAsUserName: { type: 'string', description: 'User the job runs as' }, + format: { type: 'string', description: 'Job format (SINGLE_TASK or MULTI_TASK)' }, + maxConcurrentRuns: { type: 'number', description: 'Maximum number of concurrent runs' }, + timeoutSeconds: { type: 'number', description: 'Job-level timeout in seconds' }, + createdTime: { type: 'number', description: 'Job creation timestamp (epoch ms)' }, + schedule: { + type: 'json', + description: 'Cron schedule (quartz_cron_expression, timezone_id, pause_status)', + }, + tags: { type: 'json', description: 'Key-value tags applied to the job' }, + tasks: { + type: 'json', + description: 'Job tasks or task runs ([{task_key, run_id, state, resolved_values, ...}])', + }, + + runId: { type: 'number', description: 'Triggered run ID' }, + numberInJob: { type: 'number', description: 'Run sequence number in job' }, + + jobId: { type: 'number', description: 'Job ID the run belongs to' }, + runName: { type: 'string', description: 'Run name' }, + runType: { type: 'string', description: 'Run type (JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN)' }, + attemptNumber: { type: 'number', description: 'Retry attempt number' }, + state: { + type: 'json', + description: 'Run state with lifeCycleState, resultState, stateMessage', + }, + startTime: { type: 'number', description: 'Run start time (epoch ms)' }, + endTime: { type: 'number', description: 'Run end time (epoch ms)' }, setupDuration: { type: 'number', description: 'Cluster setup duration (ms)' }, executionDuration: { type: 'number', description: 'Execution duration (ms)' }, cleanupDuration: { type: 'number', description: 'Cleanup duration (ms)' }, queueDuration: { type: 'number', description: 'Time spent in queue (ms)' }, runPageUrl: { type: 'string', description: 'URL to run detail page' }, creatorUserName: { type: 'string', description: 'Run creator email' }, - // List Runs + runs: { type: 'json', description: 'List of job runs' }, - // Cancel Run - success: { type: 'boolean', description: 'Whether the cancel request was accepted' }, - // Get Run Output + + success: { type: 'boolean', description: 'Whether the mutation request was accepted' }, + notebookOutput: { type: 'json', description: 'Notebook task output' }, error: { type: 'string', @@ -770,14 +2554,14 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te errorTrace: { type: 'string', description: 'Error stack trace' }, logs: { type: 'string', description: 'Run log output' }, logsTruncated: { type: 'boolean', description: 'Whether logs were truncated' }, - // List Clusters + clusters: { type: 'json', description: 'List of clusters' }, - // Get Cluster + cluster: { type: 'json', description: 'Cluster detail (clusterId, clusterName, state, sparkVersion, autoscale, ...)', }, - // Genie (chat mode) + conversationId: { type: 'string', description: 'Genie conversation ID' }, messageId: { type: 'string', description: 'Genie message ID' }, content: { type: 'string', description: 'Question asked to Genie' }, @@ -790,7 +2574,10 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te sql: { type: 'string', description: 'SQL query Genie generated' }, queryDescription: { type: 'string', description: 'Description of the generated SQL' }, queryAttachmentId: { type: 'string', description: 'Attachment ID of the generated query' }, - rowCount: { type: 'number', description: 'Rows returned by the generated query' }, + rowCount: { + type: 'number', + description: 'Rows in the SQL result chunk, or total rows reported by Genie', + }, thoughts: { type: 'json', description: 'How Genie interpreted the question and built the SQL ([{type, content}])', @@ -811,14 +2598,14 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te type: 'json', description: 'Genie conversations ([{conversationId, title, createdTimestamp, agentType}])', }, - // Genie spaces + spaces: { type: 'json', description: 'Genie spaces ([{spaceId, title, description, warehouseId, ...}])', }, spaceId: { type: 'string', description: 'Genie space ID' }, title: { type: 'string', description: 'Genie space title' }, - description: { type: 'string', description: 'Genie space description' }, + description: { type: 'string', description: 'Job or Genie space description' }, warehouseId: { type: 'string', description: 'SQL warehouse the Genie space queries' }, parentPath: { type: 'string', description: 'Workspace folder containing the Genie space' }, createTime: { type: 'string', description: 'When the Genie space was created' }, @@ -827,7 +2614,7 @@ Return ONLY the numeric timestamp in milliseconds - no explanations, no extra te type: 'string', description: 'Serialized Genie space configuration (JSON string)', }, - // Genie (agent mode) + responseId: { type: 'string', description: 'Genie agent response ID' }, report: { type: 'string', description: "Genie agent's final report" }, queries: { type: 'json', description: 'SQL the Genie agent ran ([{callId, title, sql}])' }, @@ -949,19 +2736,33 @@ export const DatabricksBlockMeta = { }, ], skills: [ + { + name: 'repair-failed-tasks', + description: + 'Repair the failed portion of a multi-task job without rerunning successful independent tasks.', + content: + '# Repair Failed Databricks Tasks\n\nRecover a failed job run.\n\n## Steps\n1. Get the run with repair history enabled and inspect each failed task.\n2. Retrieve output using the failing task run ID to diagnose the cause.\n3. After correcting the cause, repair selected task keys or all failed tasks, optionally including dependents.\n4. Supply the latest repair ID for subsequent repairs and poll the run for completion.\n\n## Output\nThe repair ID, affected task keys, and final run status.', + }, + { + name: 'configure-warehouse-scaling', + description: 'Inspect and adjust SQL warehouse size, cluster limits, and automatic stopping.', + content: + '# Configure SQL Warehouse Scaling\n\nApply the requested warehouse capacity settings.\n\n## Steps\n1. Get the warehouse and inspect its current size, cluster limits, and state.\n2. Confirm the desired size, minimum and maximum cluster counts, and idle stopping policy.\n3. Edit the warehouse with the requested settings.\n4. Get the warehouse again to report the applied configuration.\n\n## Output\nThe warehouse ID and its updated capacity and automatic stopping settings.', + }, + { name: 'run-sql-query', description: 'Execute a SQL query against a Databricks SQL warehouse and return the results in a clean, summarized form.', content: - '# Run a Databricks SQL Query\n\nQuery a table or view and summarize the result.\n\n## Steps\n1. Confirm the SQL warehouse and the query to run.\n2. Execute the SQL statement and wait for it to complete.\n3. Capture the returned rows and column schema.\n4. Summarize key findings (counts, totals, notable values).\n\n## Output\nThe query results plus a short plain-English summary of what they show.', + '# Run a Databricks SQL Query\n\nQuery a table or view and summarize the result.\n\n## Steps\n1. Confirm the SQL warehouse and the query to run.\n2. Execute the SQL statement and wait for it to complete.\n3. Capture the returned rows and column schema; follow nextChunkIndex with Get Statement Chunk when more rows are needed.\n4. Summarize key findings (counts, totals, notable values).\n\n## Output\nThe query results plus a short plain-English summary of what they show.', }, { name: 'trigger-job-run', description: 'Trigger a Databricks job, capture the run id, and confirm it started successfully.', content: - '# Trigger a Databricks Job\n\nKick off a job and confirm it launched.\n\n## Steps\n1. List jobs to confirm the target job id and name.\n2. Run the job with any required parameters.\n3. Capture the run id and starting state.\n\n## Output\nA confirmation with the job name, run id, and initial status.', + '# Trigger a Databricks Job\n\nKick off a job and confirm it launched.\n\n## Steps\n1. List jobs to confirm the target job id and name.\n2. Run the job with any required parameters.\n3. Capture the run id, then get the run to read its starting state.\n\n## Output\nA confirmation with the job name, run id, and initial status.', }, { name: 'monitor-job-run', diff --git a/apps/sim/tools/databricks/cancel_all_runs.ts b/apps/sim/tools/databricks/cancel_all_runs.ts new file mode 100644 index 00000000000..c49df017048 --- /dev/null +++ b/apps/sim/tools/databricks/cancel_all_runs.ts @@ -0,0 +1,58 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksCancelAllRunsParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const cancelAllRunsTool: ToolConfig< + DatabricksCancelAllRunsParams, + DatabricksSuccessResponse +> = { + id: 'databricks_cancel_all_runs', + name: 'Databricks Cancel All Runs', + description: 'Request cancellation of active runs of a job or queued runs in the workspace.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + jobId: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Job identifier', + }, + allQueuedRuns: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Cancel queued runs; without a job ID this applies to the workspace', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.2/jobs/runs/cancel-all`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + job_id: params.jobId, + all_queued_runs: params.allQueuedRuns, + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to cancel all runs')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/cancel_run.ts b/apps/sim/tools/databricks/cancel_run.ts index 2875664ffd4..eb1f905b192 100644 --- a/apps/sim/tools/databricks/cancel_run.ts +++ b/apps/sim/tools/databricks/cancel_run.ts @@ -34,7 +34,7 @@ export const cancelRunTool: ToolConfig databricksUrl(params.host, '/api/2.1/jobs/runs/cancel'), + url: (params) => databricksUrl(params.host, '/api/2.2/jobs/runs/cancel'), method: 'POST', headers: (params) => ({ 'Content-Type': 'application/json', diff --git a/apps/sim/tools/databricks/cancel_statement.ts b/apps/sim/tools/databricks/cancel_statement.ts new file mode 100644 index 00000000000..dbe9cb8743e --- /dev/null +++ b/apps/sim/tools/databricks/cancel_statement.ts @@ -0,0 +1,61 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksGetStatementParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const cancelStatementTool: ToolConfig< + DatabricksGetStatementParams, + DatabricksSuccessResponse +> = { + id: 'databricks_cancel_statement', + name: 'Databricks Cancel Statement', + description: + 'Request cancellation of an executing SQL statement; poll Get Statement to confirm its final status.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + statementId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'SQL statement identifier', + }, + warehouseId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier, when required by the statement endpoint', + }, + }, + request: { + url: (params) => + databricksUrl( + params.host, + `/api/2.0/sql/statements/${safeUrlPathSegment(params.statementId, 'statementId')}/cancel` + ), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => + filterUndefined({ warehouse_id: optionalDatabricksString(params.warehouseId) }), + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to cancel SQL statement')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether the cancellation request was accepted' }, + }, +} diff --git a/apps/sim/tools/databricks/create_cluster.ts b/apps/sim/tools/databricks/create_cluster.ts new file mode 100644 index 00000000000..9b58e20c7c5 --- /dev/null +++ b/apps/sim/tools/databricks/create_cluster.ts @@ -0,0 +1,309 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksCreateClusterParams, + DatabricksCreateClusterResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const createClusterTool: ToolConfig< + DatabricksCreateClusterParams, + DatabricksCreateClusterResponse +> = { + id: 'databricks_create_cluster', + name: 'Databricks Create Cluster', + description: + 'Create a compute cluster with runtime, sizing, policy, and cloud-specific settings.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + applyPolicyDefaultValues: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Fill unspecified settings from the compute policy defaults', + }, + cloneFrom: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Clone source as {source_cluster_id, clone_source}', + }, + numWorkers: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Fixed worker count; use this or autoscale', + }, + autoscale: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Worker range as {min_workers, max_workers}; use this or numWorkers', + }, + clusterName: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Display name of the compute cluster', + }, + sparkVersion: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Databricks runtime version, or omit when supplied by a compute policy', + }, + sparkConf: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Spark configuration as a JSON map', + }, + awsAttributes: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'AWS compute configuration such as availability, zone_id, and instance_profile_arn', + }, + azureAttributes: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Azure compute configuration such as availability and spot_bid_max_price', + }, + gcpAttributes: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'GCP compute configuration such as availability and zone_id', + }, + nodeTypeId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Worker node type identifier', + }, + driverNodeTypeId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Driver node type identifier', + }, + workerNodeTypeFlexibility: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Alternative worker node type selection settings', + }, + driverNodeTypeFlexibility: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Alternative driver node type selection settings', + }, + sshPublicKeys: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'SSH public keys to install on the cluster', + }, + customTags: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Custom cluster tags as a JSON map', + }, + clusterLogConf: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Cluster log destination in Databricks API format', + }, + sparkEnvVars: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Environment variables for the Spark processes as a JSON map', + }, + autoterminationMinutes: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Idle minutes before termination; 0 disables automatic termination', + }, + enableElasticDisk: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Allow automatic expansion of attached storage', + }, + initScripts: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Cluster initialization script locations in Databricks API format', + }, + dockerImage: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Custom container image URL and optional basic_auth settings', + }, + instancePoolId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Worker instance pool identifier', + }, + singleUserName: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Assigned user or service principal for dedicated access mode', + }, + policyId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Compute policy identifier', + }, + enableLocalDiskEncryption: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Encrypt local cluster storage', + }, + driverInstancePoolId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Driver instance pool identifier', + }, + workloadType: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Permitted workload types in Databricks API format', + }, + dataSecurityMode: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Cluster access mode', + }, + runtimeEngine: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Runtime execution engine', + }, + kind: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Compute kind', + }, + useMlRuntime: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Use a machine learning runtime', + }, + isSingleNode: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Create a single-node compute resource', + }, + remoteDiskThroughput: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Remote disk throughput setting', + }, + totalInitialRemoteDiskSize: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Initial remote disk size setting', + }, + dependencyMode: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Cluster dependency mode', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.1/clusters/create`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + apply_policy_default_values: params.applyPolicyDefaultValues, + clone_from: parseDatabricksJson(params.cloneFrom, 'cloneFrom', 'object'), + num_workers: params.numWorkers, + autoscale: parseDatabricksJson(params.autoscale, 'autoscale', 'object'), + cluster_name: optionalDatabricksString(params.clusterName), + spark_version: optionalDatabricksString(params.sparkVersion), + spark_conf: parseDatabricksJson(params.sparkConf, 'sparkConf', 'object'), + aws_attributes: parseDatabricksJson(params.awsAttributes, 'awsAttributes', 'object'), + azure_attributes: parseDatabricksJson(params.azureAttributes, 'azureAttributes', 'object'), + gcp_attributes: parseDatabricksJson(params.gcpAttributes, 'gcpAttributes', 'object'), + node_type_id: optionalDatabricksString(params.nodeTypeId), + driver_node_type_id: optionalDatabricksString(params.driverNodeTypeId), + worker_node_type_flexibility: parseDatabricksJson( + params.workerNodeTypeFlexibility, + 'workerNodeTypeFlexibility', + 'object' + ), + driver_node_type_flexibility: parseDatabricksJson( + params.driverNodeTypeFlexibility, + 'driverNodeTypeFlexibility', + 'object' + ), + ssh_public_keys: parseDatabricksJson(params.sshPublicKeys, 'sshPublicKeys', 'array'), + custom_tags: parseDatabricksJson(params.customTags, 'customTags', 'object'), + cluster_log_conf: parseDatabricksJson(params.clusterLogConf, 'clusterLogConf', 'object'), + spark_env_vars: parseDatabricksJson(params.sparkEnvVars, 'sparkEnvVars', 'object'), + autotermination_minutes: params.autoterminationMinutes, + enable_elastic_disk: params.enableElasticDisk, + init_scripts: parseDatabricksJson(params.initScripts, 'initScripts', 'array'), + docker_image: parseDatabricksJson(params.dockerImage, 'dockerImage', 'object'), + instance_pool_id: optionalDatabricksString(params.instancePoolId), + single_user_name: optionalDatabricksString(params.singleUserName), + policy_id: optionalDatabricksString(params.policyId), + enable_local_disk_encryption: params.enableLocalDiskEncryption, + driver_instance_pool_id: optionalDatabricksString(params.driverInstancePoolId), + workload_type: parseDatabricksJson(params.workloadType, 'workloadType', 'object'), + data_security_mode: optionalDatabricksString(params.dataSecurityMode), + runtime_engine: optionalDatabricksString(params.runtimeEngine), + kind: optionalDatabricksString(params.kind), + use_ml_runtime: params.useMlRuntime, + is_single_node: params.isSingleNode, + remote_disk_throughput: params.remoteDiskThroughput, + total_initial_remote_disk_size: params.totalInitialRemoteDiskSize, + dependency_mode: optionalDatabricksString(params.dependencyMode), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to create cluster')) + const data = await response.json() + return { success: true, output: { clusterId: data.cluster_id ?? null } } + }, + outputs: { + clusterId: { type: 'string', nullable: true, description: 'Compute cluster identifier' }, + }, +} diff --git a/apps/sim/tools/databricks/create_job.ts b/apps/sim/tools/databricks/create_job.ts new file mode 100644 index 00000000000..d59583a2867 --- /dev/null +++ b/apps/sim/tools/databricks/create_job.ts @@ -0,0 +1,276 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksCreateJobParams, + DatabricksCreateJobResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const createJobTool: ToolConfig = { + id: 'databricks_create_job', + name: 'Databricks Create Job', + description: + 'Create a Databricks job with tasks, scheduling, execution identity, and notifications.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + accessControlList: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'Initial permissions as [{user_name, group_name, service_principal_name, permission_level}]', + }, + name: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Display name of the job', + }, + description: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Description of the job', + }, + emailNotifications: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Email recipients by event, such as {on_failure: ["ops@example.com"]}', + }, + webhookNotifications: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Notification destination IDs grouped by event', + }, + notificationSettings: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Notification preferences for skipped runs, canceled runs, and retries', + }, + timeoutSeconds: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Maximum run duration in seconds; 0 disables the timeout', + }, + health: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Health rules as {rules: [{metric, op, value}]}', + }, + schedule: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Quartz schedule as {quartz_cron_expression, timezone_id, pause_status}', + }, + jobTrigger: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Job trigger settings in Databricks API format', + }, + continuous: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Continuous execution settings; mutually exclusive with schedule', + }, + maxConcurrentRuns: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Maximum simultaneous runs allowed for this job', + }, + tasks: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'Task definitions using Databricks API fields, including task_key, depends_on, and notebook_task or other task types', + }, + jobClusters: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Shared job clusters as [{job_cluster_key, new_cluster}]', + }, + gitSource: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Git repository URL, provider, and branch, tag, or commit', + }, + tags: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Job tags as a JSON object of string keys and values', + }, + queue: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Queue behavior as {enabled: true} or {enabled: false}', + }, + parameters: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Job parameter definitions as [{name, default}]', + }, + runAs: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Execution identity as {user_name} or {service_principal_name}', + }, + editMode: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Whether the job can be edited in the Databricks UI', + }, + deployment: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'External deployment metadata including kind and metadata_file_path', + }, + environments: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Task environments as [{environment_key, spec}]', + }, + budgetPolicyId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Serverless budget policy identifier', + }, + performanceTarget: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Serverless performance mode: STANDARD or PERFORMANCE_OPTIMIZED', + }, + triggers: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Job trigger definitions; cannot be combined with the singular trigger setting', + }, + environmentVariables: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Named environment variable definitions in Databricks API format', + }, + maxRetries: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Maximum retry count; -1 retries indefinitely and 0 disables retries', + }, + minRetryIntervalMillis: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Minimum time in milliseconds between attempts', + }, + retryOnTimeout: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Whether a timed-out run should be retried', + }, + disableAutoOptimization: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Disable serverless automatic optimization', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.2/jobs/create`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + access_control_list: parseDatabricksJson( + params.accessControlList, + 'accessControlList', + 'array' + ), + name: optionalDatabricksString(params.name), + description: optionalDatabricksString(params.description), + email_notifications: parseDatabricksJson( + params.emailNotifications, + 'emailNotifications', + 'object' + ), + webhook_notifications: parseDatabricksJson( + params.webhookNotifications, + 'webhookNotifications', + 'object' + ), + notification_settings: parseDatabricksJson( + params.notificationSettings, + 'notificationSettings', + 'object' + ), + timeout_seconds: params.timeoutSeconds, + health: parseDatabricksJson(params.health, 'health', 'object'), + schedule: parseDatabricksJson(params.schedule, 'schedule', 'object'), + trigger: parseDatabricksJson(params.jobTrigger, 'jobTrigger', 'object'), + continuous: parseDatabricksJson(params.continuous, 'continuous', 'object'), + max_concurrent_runs: params.maxConcurrentRuns, + tasks: parseDatabricksJson(params.tasks, 'tasks', 'array'), + job_clusters: parseDatabricksJson(params.jobClusters, 'jobClusters', 'array'), + git_source: parseDatabricksJson(params.gitSource, 'gitSource', 'object'), + tags: parseDatabricksJson(params.tags, 'tags', 'object'), + queue: parseDatabricksJson(params.queue, 'queue', 'object'), + parameters: parseDatabricksJson(params.parameters, 'parameters', 'array'), + run_as: parseDatabricksJson(params.runAs, 'runAs', 'object'), + edit_mode: optionalDatabricksString(params.editMode), + deployment: parseDatabricksJson(params.deployment, 'deployment', 'object'), + environments: parseDatabricksJson(params.environments, 'environments', 'array'), + budget_policy_id: optionalDatabricksString(params.budgetPolicyId), + performance_target: optionalDatabricksString(params.performanceTarget), + triggers: parseDatabricksJson(params.triggers, 'triggers', 'array'), + environment_variables: parseDatabricksJson( + params.environmentVariables, + 'environmentVariables', + 'array' + ), + max_retries: params.maxRetries, + min_retry_interval_millis: params.minRetryIntervalMillis, + retry_on_timeout: params.retryOnTimeout, + disable_auto_optimization: params.disableAutoOptimization, + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) throw new Error(await readDatabricksError(response, 'Failed to create job')) + const data = await response.json() + return { success: true, output: { jobId: data.job_id ?? null } } + }, + outputs: { + jobId: { type: 'number', nullable: true, description: 'Job identifier' }, + }, +} diff --git a/apps/sim/tools/databricks/create_warehouse.ts b/apps/sim/tools/databricks/create_warehouse.ts new file mode 100644 index 00000000000..7af97c12b7f --- /dev/null +++ b/apps/sim/tools/databricks/create_warehouse.ts @@ -0,0 +1,138 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksCreateWarehouseParams, + DatabricksCreateWarehouseResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const createWarehouseTool: ToolConfig< + DatabricksCreateWarehouseParams, + DatabricksCreateWarehouseResponse +> = { + id: 'databricks_create_warehouse', + name: 'Databricks Create Warehouse', + description: 'Create a SQL warehouse with sizing, autoscaling, and serverless settings.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + name: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Display name of the SQL warehouse', + }, + clusterSize: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'SQL warehouse size, such as Small or Medium', + }, + minNumClusters: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Minimum number of SQL warehouse clusters', + }, + maxNumClusters: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Maximum number of SQL warehouse clusters', + }, + autoStopMins: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Idle minutes before stopping the warehouse; 0 disables automatic stopping', + }, + creatorName: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse creator name', + }, + warehouseTags: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse tags as {custom_tags: [{key, value}]}', + }, + spotInstancePolicy: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Cost or reliability preference for spot instances', + }, + enablePhoton: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Enable Photon for SQL warehouse compute', + }, + channel: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse release channel as {name: "CHANNEL_NAME_CURRENT"}', + }, + enableServerlessCompute: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Use serverless SQL warehouse compute', + }, + warehouseType: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse type; use PRO for serverless', + }, + statementTimeout: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse statement timeout in seconds', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.0/sql/warehouses`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + name: optionalDatabricksString(params.name), + cluster_size: optionalDatabricksString(params.clusterSize), + min_num_clusters: params.minNumClusters, + max_num_clusters: params.maxNumClusters, + auto_stop_mins: params.autoStopMins, + creator_name: optionalDatabricksString(params.creatorName), + tags: parseDatabricksJson(params.warehouseTags, 'warehouseTags', 'object'), + spot_instance_policy: optionalDatabricksString(params.spotInstancePolicy), + enable_photon: params.enablePhoton, + channel: parseDatabricksJson(params.channel, 'channel', 'object'), + enable_serverless_compute: params.enableServerlessCompute, + warehouse_type: optionalDatabricksString(params.warehouseType), + statement_timeout: params.statementTimeout, + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to create warehouse')) + const data = await response.json() + return { success: true, output: { warehouseId: data.id ?? null } } + }, + outputs: { + warehouseId: { type: 'string', nullable: true, description: 'SQL warehouse identifier' }, + }, +} diff --git a/apps/sim/tools/databricks/databricks.test.ts b/apps/sim/tools/databricks/databricks.test.ts index deab0b6e617..75d2c088bd8 100644 --- a/apps/sim/tools/databricks/databricks.test.ts +++ b/apps/sim/tools/databricks/databricks.test.ts @@ -1,4 +1,5 @@ import { inputValidationMock } from '@sim/testing' +import { jsonResponse } from '@sim/testing/helpers/http' import { partialToolRegistry } from '@sim/testing/mocks/tool-registry.mock' import { getErrorMessage } from '@sim/utils/errors' import { describe, expect, it, vi } from 'vitest' @@ -6,6 +7,8 @@ import { describe, expect, it, vi } from 'vitest' vi.mock('@/lib/core/security/input-validation.server', () => inputValidationMock) import * as databricksTools from '@/tools/databricks' +import { executeSqlTool } from '@/tools/databricks/execute_sql' +import { getRunTool } from '@/tools/databricks/get_run' import { executeTool } from '@/tools/index' import { tools } from '@/tools/registry' @@ -28,6 +31,8 @@ const REQUEST_PARAMS = { messageId: 'msg1', attachmentId: 'att1', statementId: 'stmt1', + chunkIndex: 0, + responseId: 'response1', clusterId: 'cluster1', jobId: 1, runId: 2, @@ -86,15 +91,9 @@ describe('databricks workspace host allowlist', () => { ['https://acme.databricks.com/', 'https://acme.databricks.com'], ])('builds the same request URLs for workspace host %s', (host, origin) => { const params = { ...REQUEST_PARAMS, host } - expect(urlBuilder('databricks_list_clusters')(params)).toBe(`${origin}/api/2.0/clusters/list`) - expect(urlBuilder('databricks_execute_sql')(params)).toBe(`${origin}/api/2.0/sql/statements/`) - expect(urlBuilder('databricks_get_job')(params)).toBe(`${origin}/api/2.1/jobs/get?job_id=1`) - expect(urlBuilder('databricks_get_run_output')(params)).toBe( - `${origin}/api/2.1/jobs/runs/get-output?run_id=2` - ) - expect(urlBuilder('databricks_genie_get_message')(params)).toBe( - `${origin}/api/2.0/genie/spaces/space1/conversations/conv1/messages/msg1` - ) + for (const toolId of DATABRICKS_TOOL_IDS) { + expect(new URL(urlBuilder(toolId)(params)).origin).toBe(origin) + } }) it.each([ @@ -103,9 +102,68 @@ describe('databricks workspace host allowlist', () => { ])( 'drops the trailing FQDN dot of %s, which the old tools kept and Bun TLS rejects', (host, origin) => { - expect(urlBuilder('databricks_list_clusters')({ ...REQUEST_PARAMS, host })).toBe( - `${origin}/api/2.0/clusters/list` - ) + expect( + new URL(urlBuilder('databricks_list_clusters')({ ...REQUEST_PARAMS, host })).origin + ).toBe(origin) } ) }) + +describe('Databricks paginated results', () => { + it('keeps SQL null values and the cursor needed to retrieve rows beyond the first chunk', async () => { + const result = await executeSqlTool.transformResponse?.( + jsonResponse({ + statement_id: 'statement-1', + status: { state: 'SUCCEEDED' }, + manifest: { total_row_count: 3, total_chunk_count: 2, truncated: false }, + result: { + data_array: [['first', null]], + chunk_index: 0, + row_count: 1, + row_offset: 0, + next_chunk_index: 1, + }, + }) + ) + + expect(result?.output).toMatchObject({ + data: [['first', null]], + totalRows: 3, + chunkIndex: 0, + rowCount: 1, + rowOffset: 0, + nextChunkIndex: 1, + totalChunks: 2, + }) + }) + + it('preserves task run IDs and repair history so a multi-task run can be inspected and repaired', async () => { + const result = await getRunTool.transformResponse?.( + jsonResponse({ + run_id: 10, + tasks: [ + { + task_key: 'extract', + run_id: 11, + state: { result_state: 'FAILED' }, + resolved_values: { notebook_task: { base_parameters: { date: '2026-01-01' } } }, + }, + ], + repair_history: [{ id: 12, type: 'REPAIR', task_run_ids: [11] }], + next_page_token: 'next-tasks', + }) + ) + + expect(result?.output).toMatchObject({ + tasks: [ + { + task_key: 'extract', + run_id: 11, + resolved_values: { notebook_task: { base_parameters: { date: '2026-01-01' } } }, + }, + ], + repairHistory: [{ id: 12, type: 'REPAIR', task_run_ids: [11] }], + nextPageToken: 'next-tasks', + }) + }) +}) diff --git a/apps/sim/tools/databricks/delete_cluster.ts b/apps/sim/tools/databricks/delete_cluster.ts new file mode 100644 index 00000000000..22e709f4656 --- /dev/null +++ b/apps/sim/tools/databricks/delete_cluster.ts @@ -0,0 +1,51 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksDeleteClusterParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const deleteClusterTool: ToolConfig< + DatabricksDeleteClusterParams, + DatabricksSuccessResponse +> = { + id: 'databricks_delete_cluster', + name: 'Databricks Delete Cluster', + description: 'Permanently delete a compute cluster and its configuration.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + clusterId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Compute cluster identifier', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.1/clusters/permanent-delete`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + cluster_id: params.clusterId?.trim(), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to delete cluster')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/delete_job.ts b/apps/sim/tools/databricks/delete_job.ts new file mode 100644 index 00000000000..9cc90abfd2f --- /dev/null +++ b/apps/sim/tools/databricks/delete_job.ts @@ -0,0 +1,44 @@ +import { filterUndefined } from '@sim/utils/object' +import type { DatabricksDeleteJobParams, DatabricksSuccessResponse } from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const deleteJobTool: ToolConfig = { + id: 'databricks_delete_job', + name: 'Databricks Delete Job', + description: 'Delete a Databricks job and cancel its active runs.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + jobId: { + type: 'number', + required: true, + visibility: 'user-or-llm', + description: 'Job identifier', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.2/jobs/delete`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + job_id: params.jobId, + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) throw new Error(await readDatabricksError(response, 'Failed to delete job')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/delete_run.ts b/apps/sim/tools/databricks/delete_run.ts new file mode 100644 index 00000000000..57b4c21fdd0 --- /dev/null +++ b/apps/sim/tools/databricks/delete_run.ts @@ -0,0 +1,44 @@ +import { filterUndefined } from '@sim/utils/object' +import type { DatabricksDeleteRunParams, DatabricksSuccessResponse } from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const deleteRunTool: ToolConfig = { + id: 'databricks_delete_run', + name: 'Databricks Delete Run', + description: 'Delete a completed Databricks job run.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + runId: { + type: 'number', + required: true, + visibility: 'user-or-llm', + description: 'Run identifier', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.2/jobs/runs/delete`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + run_id: params.runId, + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) throw new Error(await readDatabricksError(response, 'Failed to delete run')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/delete_warehouse.ts b/apps/sim/tools/databricks/delete_warehouse.ts new file mode 100644 index 00000000000..ba5e8cff15a --- /dev/null +++ b/apps/sim/tools/databricks/delete_warehouse.ts @@ -0,0 +1,50 @@ +import type { + DatabricksDeleteWarehouseParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const deleteWarehouseTool: ToolConfig< + DatabricksDeleteWarehouseParams, + DatabricksSuccessResponse +> = { + id: 'databricks_delete_warehouse', + name: 'Databricks Delete Warehouse', + description: 'Delete a SQL warehouse.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + warehouseId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier', + }, + }, + request: { + url: (params) => + databricksUrl( + params.host, + `/api/2.0/sql/warehouses/${safeUrlPathSegment(params.warehouseId, 'warehouseId')}` + ), + method: 'DELETE', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to delete warehouse')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/edit_cluster.ts b/apps/sim/tools/databricks/edit_cluster.ts new file mode 100644 index 00000000000..ecf4a777753 --- /dev/null +++ b/apps/sim/tools/databricks/edit_cluster.ts @@ -0,0 +1,304 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksEditClusterParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const editClusterTool: ToolConfig = { + id: 'databricks_edit_cluster', + name: 'Databricks Edit Cluster', + description: + 'Replace a compute cluster configuration; a running cluster restarts to apply the changes.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + clusterId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Compute cluster identifier', + }, + applyPolicyDefaultValues: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Fill unspecified settings from the compute policy defaults', + }, + numWorkers: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Fixed worker count; use this or autoscale', + }, + autoscale: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Worker range as {min_workers, max_workers}; use this or numWorkers', + }, + clusterName: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Display name of the compute cluster', + }, + sparkVersion: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Databricks runtime version, or omit when supplied by a compute policy', + }, + sparkConf: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Spark configuration as a JSON map', + }, + awsAttributes: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'AWS compute configuration such as availability, zone_id, and instance_profile_arn', + }, + azureAttributes: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Azure compute configuration such as availability and spot_bid_max_price', + }, + gcpAttributes: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'GCP compute configuration such as availability and zone_id', + }, + nodeTypeId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Worker node type identifier', + }, + driverNodeTypeId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Driver node type identifier', + }, + workerNodeTypeFlexibility: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Alternative worker node type selection settings', + }, + driverNodeTypeFlexibility: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Alternative driver node type selection settings', + }, + sshPublicKeys: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'SSH public keys to install on the cluster', + }, + customTags: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Custom cluster tags as a JSON map', + }, + clusterLogConf: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Cluster log destination in Databricks API format', + }, + sparkEnvVars: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Environment variables for the Spark processes as a JSON map', + }, + autoterminationMinutes: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Idle minutes before termination; 0 disables automatic termination', + }, + enableElasticDisk: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Allow automatic expansion of attached storage', + }, + initScripts: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Cluster initialization script locations in Databricks API format', + }, + dockerImage: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Custom container image URL and optional basic_auth settings', + }, + instancePoolId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Worker instance pool identifier', + }, + singleUserName: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Assigned user or service principal for dedicated access mode', + }, + policyId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Compute policy identifier', + }, + enableLocalDiskEncryption: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Encrypt local cluster storage', + }, + driverInstancePoolId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Driver instance pool identifier', + }, + workloadType: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Permitted workload types in Databricks API format', + }, + dataSecurityMode: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Cluster access mode', + }, + runtimeEngine: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Runtime execution engine', + }, + kind: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Compute kind', + }, + useMlRuntime: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Use a machine learning runtime', + }, + isSingleNode: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Create a single-node compute resource', + }, + remoteDiskThroughput: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Remote disk throughput setting', + }, + totalInitialRemoteDiskSize: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Initial remote disk size setting', + }, + dependencyMode: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Cluster dependency mode', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.1/clusters/edit`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + cluster_id: params.clusterId?.trim(), + apply_policy_default_values: params.applyPolicyDefaultValues, + num_workers: params.numWorkers, + autoscale: parseDatabricksJson(params.autoscale, 'autoscale', 'object'), + cluster_name: optionalDatabricksString(params.clusterName), + spark_version: optionalDatabricksString(params.sparkVersion), + spark_conf: parseDatabricksJson(params.sparkConf, 'sparkConf', 'object'), + aws_attributes: parseDatabricksJson(params.awsAttributes, 'awsAttributes', 'object'), + azure_attributes: parseDatabricksJson(params.azureAttributes, 'azureAttributes', 'object'), + gcp_attributes: parseDatabricksJson(params.gcpAttributes, 'gcpAttributes', 'object'), + node_type_id: optionalDatabricksString(params.nodeTypeId), + driver_node_type_id: optionalDatabricksString(params.driverNodeTypeId), + worker_node_type_flexibility: parseDatabricksJson( + params.workerNodeTypeFlexibility, + 'workerNodeTypeFlexibility', + 'object' + ), + driver_node_type_flexibility: parseDatabricksJson( + params.driverNodeTypeFlexibility, + 'driverNodeTypeFlexibility', + 'object' + ), + ssh_public_keys: parseDatabricksJson(params.sshPublicKeys, 'sshPublicKeys', 'array'), + custom_tags: parseDatabricksJson(params.customTags, 'customTags', 'object'), + cluster_log_conf: parseDatabricksJson(params.clusterLogConf, 'clusterLogConf', 'object'), + spark_env_vars: parseDatabricksJson(params.sparkEnvVars, 'sparkEnvVars', 'object'), + autotermination_minutes: params.autoterminationMinutes, + enable_elastic_disk: params.enableElasticDisk, + init_scripts: parseDatabricksJson(params.initScripts, 'initScripts', 'array'), + docker_image: parseDatabricksJson(params.dockerImage, 'dockerImage', 'object'), + instance_pool_id: optionalDatabricksString(params.instancePoolId), + single_user_name: optionalDatabricksString(params.singleUserName), + policy_id: optionalDatabricksString(params.policyId), + enable_local_disk_encryption: params.enableLocalDiskEncryption, + driver_instance_pool_id: optionalDatabricksString(params.driverInstancePoolId), + workload_type: parseDatabricksJson(params.workloadType, 'workloadType', 'object'), + data_security_mode: optionalDatabricksString(params.dataSecurityMode), + runtime_engine: optionalDatabricksString(params.runtimeEngine), + kind: optionalDatabricksString(params.kind), + use_ml_runtime: params.useMlRuntime, + is_single_node: params.isSingleNode, + remote_disk_throughput: params.remoteDiskThroughput, + total_initial_remote_disk_size: params.totalInitialRemoteDiskSize, + dependency_mode: optionalDatabricksString(params.dependencyMode), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) throw new Error(await readDatabricksError(response, 'Failed to edit cluster')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/edit_warehouse.ts b/apps/sim/tools/databricks/edit_warehouse.ts new file mode 100644 index 00000000000..18d7fb1d43e --- /dev/null +++ b/apps/sim/tools/databricks/edit_warehouse.ts @@ -0,0 +1,148 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksEditWarehouseParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const editWarehouseTool: ToolConfig< + DatabricksEditWarehouseParams, + DatabricksSuccessResponse +> = { + id: 'databricks_edit_warehouse', + name: 'Databricks Edit Warehouse', + description: 'Update a SQL warehouse configuration.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + warehouseId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier', + }, + name: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Display name of the SQL warehouse', + }, + clusterSize: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'SQL warehouse size, such as Small or Medium', + }, + minNumClusters: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Minimum number of SQL warehouse clusters', + }, + maxNumClusters: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Maximum number of SQL warehouse clusters', + }, + autoStopMins: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Idle minutes before stopping the warehouse; 0 disables automatic stopping', + }, + creatorName: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse creator name', + }, + warehouseTags: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse tags as {custom_tags: [{key, value}]}', + }, + spotInstancePolicy: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Cost or reliability preference for spot instances', + }, + enablePhoton: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Enable Photon for SQL warehouse compute', + }, + channel: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse release channel as {name: "CHANNEL_NAME_CURRENT"}', + }, + enableServerlessCompute: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Use serverless SQL warehouse compute', + }, + warehouseType: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse type; use PRO for serverless', + }, + statementTimeout: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Warehouse statement timeout in seconds', + }, + }, + request: { + url: (params) => + databricksUrl( + params.host, + `/api/2.0/sql/warehouses/${safeUrlPathSegment(params.warehouseId, 'warehouseId')}/edit` + ), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + name: optionalDatabricksString(params.name), + cluster_size: optionalDatabricksString(params.clusterSize), + min_num_clusters: params.minNumClusters, + max_num_clusters: params.maxNumClusters, + auto_stop_mins: params.autoStopMins, + creator_name: optionalDatabricksString(params.creatorName), + tags: parseDatabricksJson(params.warehouseTags, 'warehouseTags', 'object'), + spot_instance_policy: optionalDatabricksString(params.spotInstancePolicy), + enable_photon: params.enablePhoton, + channel: parseDatabricksJson(params.channel, 'channel', 'object'), + enable_serverless_compute: params.enableServerlessCompute, + warehouse_type: optionalDatabricksString(params.warehouseType), + statement_timeout: params.statementTimeout, + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to edit warehouse')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/execute_sql.ts b/apps/sim/tools/databricks/execute_sql.ts index ae2d66e8898..a7c588246ae 100644 --- a/apps/sim/tools/databricks/execute_sql.ts +++ b/apps/sim/tools/databricks/execute_sql.ts @@ -2,7 +2,8 @@ import type { DatabricksExecuteSqlParams, DatabricksExecuteSqlResponse, } from '@/tools/databricks/types' -import { databricksUrl } from '@/tools/databricks/utils' +import { GENIE_QUERY_RESULT_OUTPUTS } from '@/tools/databricks/types' +import { databricksUrl, mapStatementResult, parseDatabricksJson } from '@/tools/databricks/utils' import type { ToolConfig } from '@/tools/types' export const executeSqlTool: ToolConfig = @@ -56,6 +57,25 @@ export const executeSqlTool: ToolConfig ({ - name: col.name ?? '', - position: col.position ?? 0, - typeName: col.type_name ?? '', - }) - ) ?? null - - return { - success: true, - output: { - statementId: data.statement_id ?? '', - status, - columns, - data: data.result?.data_array ?? null, - totalRows: data.manifest?.total_row_count ?? null, - truncated: data.manifest?.truncated ?? false, - }, - } + return { success: true, output: mapStatementResult(data) } }, - outputs: { - statementId: { - type: 'string', - description: 'Unique identifier for the executed statement', - }, - status: { - type: 'string', - description: 'Execution status (SUCCEEDED, PENDING, RUNNING, FAILED, CANCELED, CLOSED)', - }, - columns: { - type: 'array', - description: 'Column schema of the result set', - optional: true, - items: { - type: 'object', - properties: { - name: { type: 'string', description: 'Column name' }, - position: { type: 'number', description: 'Column position (0-based)' }, - typeName: { - type: 'string', - description: - 'Column type (STRING, INT, LONG, DOUBLE, BOOLEAN, TIMESTAMP, DATE, DECIMAL, etc.)', - }, - }, - }, - }, - data: { - type: 'array', - description: - 'Result rows as a 2D array of strings where each inner array is a row of column values', - optional: true, - items: { - type: 'array', - description: 'A single row of column values as strings', - }, - }, - totalRows: { - type: 'number', - description: 'Total number of rows in the result', - optional: true, - }, - truncated: { - type: 'boolean', - description: 'Whether the result set was truncated due to row_limit or byte_limit', - }, - }, + outputs: GENIE_QUERY_RESULT_OUTPUTS, } diff --git a/apps/sim/tools/databricks/genie_agent_cancel.ts b/apps/sim/tools/databricks/genie_agent_cancel.ts new file mode 100644 index 00000000000..62a02c76460 --- /dev/null +++ b/apps/sim/tools/databricks/genie_agent_cancel.ts @@ -0,0 +1,59 @@ +import type { + DatabricksGenieAgentCancelParams, + DatabricksGenieGetMessageResponse, +} from '@/tools/databricks/types' +import { GENIE_MESSAGE_OUTPUT_PROPERTIES } from '@/tools/databricks/types' +import { + databricksUrl, + GENIE_SPACE_PARAMS, + genieAgentPath, + mapGenieMessage, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const genieAgentCancelTool: ToolConfig< + DatabricksGenieAgentCancelParams, + DatabricksGenieGetMessageResponse +> = { + id: 'databricks_genie_agent_cancel', + name: 'Databricks Genie Agent Cancel', + description: + 'Cancel an in-flight Genie agent response using the response ID returned by the agent stream.', + version: '1.0.0', + params: { + ...GENIE_SPACE_PARAMS, + conversationId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Agent conversation identifier', + }, + responseId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Response ID from the response.created stream event', + }, + }, + request: { + url: (params) => + databricksUrl( + params.host, + `${genieAgentPath(params.spaceId)}/conversations/${safeUrlPathSegment(params.conversationId, 'conversationId')}/responses/${safeUrlPathSegment(params.responseId, 'responseId')}/cancel` + ), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: () => ({}), + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to cancel Genie agent response')) + return { success: true, output: mapGenieMessage(await response.json()) } + }, + outputs: GENIE_MESSAGE_OUTPUT_PROPERTIES, +} diff --git a/apps/sim/tools/databricks/genie_ask.ts b/apps/sim/tools/databricks/genie_ask.ts index 33db0245020..b94d96e8a05 100644 --- a/apps/sim/tools/databricks/genie_ask.ts +++ b/apps/sim/tools/databricks/genie_ask.ts @@ -32,6 +32,11 @@ const EMPTY_QUERY_RESULT = { data: null, totalRows: null, truncated: null, + totalChunks: null, + chunkIndex: null, + rowOffset: null, + nextChunkIndex: null, + nextChunkInternalLink: null, } as const export const genieAskTool: ToolConfig = { @@ -204,6 +209,11 @@ export const genieAskTool: ToolConfig = { + id: 'databricks_genie_create_space', + name: 'Databricks Create Genie Space', + description: 'Create a Genie space from its serialized configuration and a SQL warehouse.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + warehouseId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier', + }, + parentPath: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Parent workspace folder for the Genie space', + }, + serializedSpace: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: + 'Serialized Genie configuration JSON, including data_sources, instructions, config, and benchmarks; get an example with Get Genie Space', + }, + title: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Genie space title', + }, + description: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Description of the Genie space', + }, + }, + request: { + modelInput: { + mode: 'project', + select: (params) => ({ serializedSpace: params.serializedSpace }), + }, + url: (params) => databricksUrl(params.host, `/api/2.0/genie/spaces`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + warehouse_id: params.warehouseId, + parent_path: optionalDatabricksString(params.parentPath), + serialized_space: params.serializedSpace, + title: optionalDatabricksString(params.title), + description: optionalDatabricksString(params.description), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to create genie space')) + const data = await response.json() + return { + success: true, + output: { ...mapGenieSpace(data), serializedSpace: data.serialized_space ?? null }, + } + }, + outputs: { + ...GENIE_SPACE_OUTPUT_PROPERTIES, + serializedSpace: { + type: 'string', + nullable: true, + description: + 'Serialized Genie configuration (data_sources, instructions, config, benchmarks)', + }, + }, +} diff --git a/apps/sim/tools/databricks/genie_delete_space.ts b/apps/sim/tools/databricks/genie_delete_space.ts new file mode 100644 index 00000000000..910c1ff4cf4 --- /dev/null +++ b/apps/sim/tools/databricks/genie_delete_space.ts @@ -0,0 +1,50 @@ +import type { + DatabricksGenieDeleteSpaceParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const genieDeleteSpaceTool: ToolConfig< + DatabricksGenieDeleteSpaceParams, + DatabricksSuccessResponse +> = { + id: 'databricks_genie_delete_space', + name: 'Databricks Trash Genie Space', + description: 'Move a Genie space to the trash.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + spaceId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Genie space identifier', + }, + }, + request: { + url: (params) => + databricksUrl( + params.host, + `/api/2.0/genie/spaces/${safeUrlPathSegment(params.spaceId, 'spaceId')}` + ), + method: 'DELETE', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to trash genie space')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/genie_update_space.ts b/apps/sim/tools/databricks/genie_update_space.ts new file mode 100644 index 00000000000..b3bc9a7e445 --- /dev/null +++ b/apps/sim/tools/databricks/genie_update_space.ts @@ -0,0 +1,115 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksGenieGetSpaceResponse, + DatabricksGenieUpdateSpaceParams, +} from '@/tools/databricks/types' +import { GENIE_SPACE_OUTPUT_PROPERTIES } from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + mapGenieSpace, + optionalDatabricksString, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const genieUpdateSpaceTool: ToolConfig< + DatabricksGenieUpdateSpaceParams, + DatabricksGenieGetSpaceResponse +> = { + id: 'databricks_genie_update_space', + name: 'Databricks Update Genie Space', + description: 'Update a Genie space, optionally protecting the change with its current ETag.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + spaceId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Genie space identifier', + }, + serializedSpace: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: + 'Serialized Genie configuration JSON, including data_sources, instructions, config, and benchmarks; get an example with Get Genie Space', + }, + title: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Genie space title', + }, + description: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Description of the Genie space', + }, + warehouseId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier', + }, + etag: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Version from Get Genie Space; prevents overwriting concurrent changes', + }, + parentPath: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Parent workspace folder for the Genie space', + }, + }, + request: { + modelInput: { + mode: 'project', + select: (params) => ({ serializedSpace: params.serializedSpace }), + }, + url: (params) => + databricksUrl( + params.host, + `/api/2.0/genie/spaces/${safeUrlPathSegment(params.spaceId, 'spaceId')}` + ), + method: 'PATCH', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + serialized_space: optionalDatabricksString(params.serializedSpace), + title: optionalDatabricksString(params.title), + description: optionalDatabricksString(params.description), + warehouse_id: optionalDatabricksString(params.warehouseId), + etag: optionalDatabricksString(params.etag), + parent_path: optionalDatabricksString(params.parentPath), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to update genie space')) + const data = await response.json() + return { + success: true, + output: { ...mapGenieSpace(data), serializedSpace: data.serialized_space ?? null }, + } + }, + outputs: { + ...GENIE_SPACE_OUTPUT_PROPERTIES, + serializedSpace: { + type: 'string', + nullable: true, + description: + 'Serialized Genie configuration (data_sources, instructions, config, benchmarks)', + }, + }, +} diff --git a/apps/sim/tools/databricks/get_cluster.ts b/apps/sim/tools/databricks/get_cluster.ts index ac1b9b34dc6..f4a0f48664d 100644 --- a/apps/sim/tools/databricks/get_cluster.ts +++ b/apps/sim/tools/databricks/get_cluster.ts @@ -36,7 +36,7 @@ export const getClusterTool: ToolConfig { - const url = new URL(databricksUrl(params.host, '/api/2.0/clusters/get')) + const url = new URL(databricksUrl(params.host, '/api/2.1/clusters/get')) url.searchParams.set('cluster_id', params.clusterId.trim()) return url.toString() }, @@ -58,6 +58,11 @@ export const getClusterTool: ToolConfig { - const url = new URL(databricksUrl(params.host, '/api/2.1/jobs/get')) + const url = new URL(databricksUrl(params.host, '/api/2.2/jobs/get')) url.searchParams.set('job_id', String(params.jobId)) + if (params.pageToken) url.searchParams.set('page_token', params.pageToken) + if (params.includeTriggerState != null) + url.searchParams.set('include_trigger_state', String(params.includeTriggerState)) return url.toString() }, method: 'GET', @@ -65,11 +81,64 @@ export const getJobTool: ToolConfig { - const url = new URL(databricksUrl(params.host, '/api/2.1/jobs/runs/get')) + const url = new URL(databricksUrl(params.host, '/api/2.2/jobs/runs/get')) url.searchParams.set('run_id', String(params.runId)) if (params.includeHistory) url.searchParams.set('include_history', 'true') if (params.includeResolvedValues) url.searchParams.set('include_resolved_values', 'true') + if (params.pageToken) url.searchParams.set('page_token', params.pageToken) return url.toString() }, method: 'GET', @@ -66,6 +79,13 @@ export const getRunTool: ToolConfig - databricksUrl(params.host, `/api/2.1/jobs/runs/get-output?run_id=${params.runId}`), + databricksUrl( + params.host, + `/api/2.2/jobs/runs/get-output?run_id=${encodeURIComponent(String(params.runId))}` + ), method: 'GET', headers: (params) => ({ Accept: 'application/json', @@ -56,6 +59,10 @@ export const getRunOutputTool: ToolConfig< return { success: true, output: { + sqlOutput: data.sql_output ?? null, + dbtOutput: data.dbt_output ?? null, + runJobOutput: data.run_job_output ?? null, + info: data.info ?? null, notebookOutput: data.notebook_output ? { result: data.notebook_output.result ?? null, @@ -71,15 +78,75 @@ export const getRunOutputTool: ToolConfig< }, outputs: { + info: { type: 'string', nullable: true, description: 'Additional output information' }, + runJobOutput: { + type: 'object', + nullable: true, + description: 'Run Job task result', + properties: { run_id: { type: 'number', description: 'Child run identifier' } }, + }, + dbtOutput: { + type: 'object', + nullable: true, + description: 'dbt artifact download information', + properties: { + artifacts_link: { type: 'string', description: 'Temporary artifact URL' }, + artifacts_headers: { + type: 'object', + description: 'Headers required to fetch the artifact', + }, + }, + }, + sqlOutput: { + type: 'object', + nullable: true, + description: 'SQL query, alert, or dashboard task results', + properties: { + query_output: { + type: 'object', + properties: { + query_text: { type: 'string' }, + warehouse_id: { type: 'string' }, + output_link: { type: 'string' }, + }, + }, + alert_output: { + type: 'object', + properties: { + query_text: { type: 'string' }, + alert_state: { type: 'string' }, + output_link: { type: 'string' }, + }, + }, + dashboard_output: { + type: 'object', + properties: { + warehouse_id: { type: 'string' }, + widgets: { + type: 'array', + items: { + type: 'object', + properties: { + widget_id: { type: 'string' }, + widget_title: { type: 'string' }, + status: { type: 'string' }, + output_link: { type: 'string' }, + }, + }, + }, + }, + }, + }, + }, notebookOutput: { type: 'object', description: 'Notebook task output (from dbutils.notebook.exit())', - optional: true, + nullable: true, properties: { result: { type: 'string', description: 'Value passed to dbutils.notebook.exit() (max 5 MB)', - optional: true, + nullable: true, }, truncated: { type: 'boolean', @@ -90,17 +157,17 @@ export const getRunOutputTool: ToolConfig< error: { type: 'string', description: 'Error message if the run failed or output is unavailable', - optional: true, + nullable: true, }, errorTrace: { type: 'string', description: 'Error stack trace if available', - optional: true, + nullable: true, }, logs: { type: 'string', description: 'Log output (last 5 MB) from spark_jar, spark_python, or python_wheel tasks', - optional: true, + nullable: true, }, logsTruncated: { type: 'boolean', diff --git a/apps/sim/tools/databricks/get_statement.ts b/apps/sim/tools/databricks/get_statement.ts index 24c49b31fc2..13e2fa497e9 100644 --- a/apps/sim/tools/databricks/get_statement.ts +++ b/apps/sim/tools/databricks/get_statement.ts @@ -2,8 +2,14 @@ import type { DatabricksExecuteSqlResponse, DatabricksGetStatementParams, } from '@/tools/databricks/types' -import { databricksUrl } from '@/tools/databricks/utils' +import { GENIE_QUERY_RESULT_OUTPUTS } from '@/tools/databricks/types' +import { + databricksUrl, + mapStatementResult, + optionalDatabricksString, +} from '@/tools/databricks/utils' import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' export const getStatementTool: ToolConfig< DatabricksGetStatementParams, @@ -28,6 +34,12 @@ export const getStatementTool: ToolConfig< visibility: 'user-only', description: 'Databricks Personal Access Token', }, + warehouseId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier, when required by the statement endpoint', + }, statementId: { type: 'string', required: true, @@ -37,8 +49,17 @@ export const getStatementTool: ToolConfig< }, request: { - url: (params) => - databricksUrl(params.host, `/api/2.0/sql/statements/${params.statementId.trim()}`), + url: (params) => { + const url = new URL( + databricksUrl( + params.host, + `/api/2.0/sql/statements/${safeUrlPathSegment(params.statementId, 'statementId')}` + ) + ) + const warehouseId = optionalDatabricksString(params.warehouseId) + if (warehouseId) url.searchParams.set('warehouse_id', warehouseId) + return url.toString() + }, method: 'GET', headers: (params) => ({ Accept: 'application/json', @@ -53,80 +74,8 @@ export const getStatementTool: ToolConfig< throw new Error(data.message || data.error?.message || 'Failed to get statement') } - const status = data.status?.state ?? 'UNKNOWN' - if (status === 'FAILED') { - throw new Error( - data.status?.error?.message || - `SQL statement execution failed: ${data.status?.error?.error_code ?? 'UNKNOWN'}` - ) - } - - const columns = - data.manifest?.schema?.columns?.map( - (col: { name: string; position: number; type_name: string }) => ({ - name: col.name ?? '', - position: col.position ?? 0, - typeName: col.type_name ?? '', - }) - ) ?? null - - return { - success: true, - output: { - statementId: data.statement_id ?? '', - status, - columns, - data: data.result?.data_array ?? null, - totalRows: data.manifest?.total_row_count ?? null, - truncated: data.manifest?.truncated ?? false, - }, - } + return { success: true, output: mapStatementResult(data) } }, - outputs: { - statementId: { - type: 'string', - description: 'Unique identifier for the statement', - }, - status: { - type: 'string', - description: 'Execution status (SUCCEEDED, PENDING, RUNNING, FAILED, CANCELED, CLOSED)', - }, - columns: { - type: 'array', - description: 'Column schema of the result set', - optional: true, - items: { - type: 'object', - properties: { - name: { type: 'string', description: 'Column name' }, - position: { type: 'number', description: 'Column position (0-based)' }, - typeName: { - type: 'string', - description: - 'Column type (STRING, INT, LONG, DOUBLE, BOOLEAN, TIMESTAMP, DATE, DECIMAL, etc.)', - }, - }, - }, - }, - data: { - type: 'array', - description: - 'Result rows as a 2D array of strings where each inner array is a row of column values', - optional: true, - items: { - type: 'array', - description: 'A single row of column values as strings', - }, - }, - totalRows: { - type: 'number', - description: 'Total number of rows in the result', - optional: true, - }, - truncated: { - type: 'boolean', - description: 'Whether the result set was truncated due to row_limit or byte_limit', - }, - }, + outputs: GENIE_QUERY_RESULT_OUTPUTS, } diff --git a/apps/sim/tools/databricks/get_statement_chunk.ts b/apps/sim/tools/databricks/get_statement_chunk.ts new file mode 100644 index 00000000000..7d35c35e245 --- /dev/null +++ b/apps/sim/tools/databricks/get_statement_chunk.ts @@ -0,0 +1,93 @@ +import type { + DatabricksGetStatementChunkParams, + DatabricksGetStatementChunkResponse, +} from '@/tools/databricks/types' +import { STATEMENT_RESULT_OUTPUT_PROPERTIES } from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const getStatementChunkTool: ToolConfig< + DatabricksGetStatementChunkParams, + DatabricksGetStatementChunkResponse +> = { + id: 'databricks_get_statement_chunk', + name: 'Databricks Get Statement Chunk', + description: + 'Retrieve one chunk of an INLINE SQL result using nextChunkIndex from Execute SQL or Get Statement.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + statementId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'SQL statement identifier', + }, + chunkIndex: { + type: 'number', + required: true, + visibility: 'user-or-llm', + description: 'Zero-based result chunk index', + }, + warehouseId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier, when required by the statement endpoint', + }, + }, + request: { + url: (params) => { + const origin = databricksUrl(params.host, '') + if (!Number.isInteger(params.chunkIndex) || params.chunkIndex < 0) + throw new Error('chunkIndex must be a nonnegative integer') + const url = new URL( + `${origin}/api/2.0/sql/statements/${safeUrlPathSegment(params.statementId, 'statementId')}/result/chunks/${safeUrlPathSegment(String(params.chunkIndex), 'chunkIndex')}` + ) + const warehouseId = optionalDatabricksString(params.warehouseId) + if (warehouseId) url.searchParams.set('warehouse_id', warehouseId) + return url.toString() + }, + method: 'GET', + headers: (params) => ({ Authorization: `Bearer ${params.apiKey}`, Accept: 'application/json' }), + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to retrieve SQL chunk')) + const data = await response.json() + if (data.external_links?.length) + throw new Error( + 'Get Statement Chunk supports INLINE results; execute the query with Execute SQL' + ) + return { + success: true, + output: { + data: data.data_array ?? [], + chunkIndex: data.chunk_index ?? null, + rowOffset: data.row_offset ?? null, + rowCount: data.row_count ?? null, + nextChunkIndex: data.next_chunk_index ?? null, + nextChunkInternalLink: data.next_chunk_internal_link ?? null, + }, + } + }, + outputs: { + data: { + type: 'array', + description: + 'Result rows as a 2D array; each non-null value is a string and null values stay null', + items: { type: 'array', description: 'A single row of column values' }, + }, + chunkIndex: STATEMENT_RESULT_OUTPUT_PROPERTIES.chunkIndex, + rowOffset: STATEMENT_RESULT_OUTPUT_PROPERTIES.rowOffset, + rowCount: STATEMENT_RESULT_OUTPUT_PROPERTIES.rowCount, + nextChunkIndex: STATEMENT_RESULT_OUTPUT_PROPERTIES.nextChunkIndex, + nextChunkInternalLink: STATEMENT_RESULT_OUTPUT_PROPERTIES.nextChunkInternalLink, + }, +} diff --git a/apps/sim/tools/databricks/get_warehouse.ts b/apps/sim/tools/databricks/get_warehouse.ts new file mode 100644 index 00000000000..33d8a305bce --- /dev/null +++ b/apps/sim/tools/databricks/get_warehouse.ts @@ -0,0 +1,53 @@ +import type { + DatabricksGetWarehouseParams, + DatabricksGetWarehouseResponse, +} from '@/tools/databricks/types' +import { WAREHOUSE_OUTPUT_PROPERTIES } from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + mapWarehouse, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const getWarehouseTool: ToolConfig< + DatabricksGetWarehouseParams, + DatabricksGetWarehouseResponse +> = { + id: 'databricks_get_warehouse', + name: 'Databricks Get Warehouse', + description: 'Get the configuration, state, and scaling settings of a SQL warehouse.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + warehouseId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier', + }, + }, + request: { + url: (params) => + databricksUrl( + params.host, + `/api/2.0/sql/warehouses/${safeUrlPathSegment(params.warehouseId, 'warehouseId')}` + ), + method: 'GET', + headers: (params) => ({ Authorization: `Bearer ${params.apiKey}`, Accept: 'application/json' }), + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to get SQL warehouse')) + return { success: true, output: { warehouse: mapWarehouse(await response.json()) } } + }, + outputs: { + warehouse: { + type: 'object', + description: 'SQL warehouse configuration and state', + properties: WAREHOUSE_OUTPUT_PROPERTIES, + }, + }, +} diff --git a/apps/sim/tools/databricks/index.ts b/apps/sim/tools/databricks/index.ts index 828052f8ed8..a0d5038acad 100644 --- a/apps/sim/tools/databricks/index.ts +++ b/apps/sim/tools/databricks/index.ts @@ -1,53 +1,54 @@ -import { cancelRunTool } from '@/tools/databricks/cancel_run' -import { executeSqlTool } from '@/tools/databricks/execute_sql' -import { genieAgentAskTool } from '@/tools/databricks/genie_agent_ask' -import { genieAgentListItemsTool } from '@/tools/databricks/genie_agent_list_items' -import { genieAskTool } from '@/tools/databricks/genie_ask' -import { genieDeleteConversationTool } from '@/tools/databricks/genie_delete_conversation' -import { genieDeleteMessageTool } from '@/tools/databricks/genie_delete_message' -import { genieDownloadVisualizationTool } from '@/tools/databricks/genie_download_visualization' -import { genieExecuteQueryTool } from '@/tools/databricks/genie_execute_query' -import { genieGetMessageTool } from '@/tools/databricks/genie_get_message' -import { genieGetQueryResultTool } from '@/tools/databricks/genie_get_query_result' -import { genieGetSpaceTool } from '@/tools/databricks/genie_get_space' -import { genieListConversationsTool } from '@/tools/databricks/genie_list_conversations' -import { genieListMessagesTool } from '@/tools/databricks/genie_list_messages' -import { genieListSpacesTool } from '@/tools/databricks/genie_list_spaces' -import { genieSendFeedbackTool } from '@/tools/databricks/genie_send_feedback' -import { getClusterTool } from '@/tools/databricks/get_cluster' -import { getJobTool } from '@/tools/databricks/get_job' -import { getRunTool } from '@/tools/databricks/get_run' -import { getRunOutputTool } from '@/tools/databricks/get_run_output' -import { getStatementTool } from '@/tools/databricks/get_statement' -import { listClustersTool } from '@/tools/databricks/list_clusters' -import { listJobsTool } from '@/tools/databricks/list_jobs' -import { listRunsTool } from '@/tools/databricks/list_runs' -import { listWarehousesTool } from '@/tools/databricks/list_warehouses' -import { runJobTool } from '@/tools/databricks/run_job' - -export const databricksExecuteSqlTool = executeSqlTool -export const databricksGetStatementTool = getStatementTool -export const databricksListJobsTool = listJobsTool -export const databricksGetJobTool = getJobTool -export const databricksRunJobTool = runJobTool -export const databricksGetRunTool = getRunTool -export const databricksListRunsTool = listRunsTool -export const databricksCancelRunTool = cancelRunTool -export const databricksGetRunOutputTool = getRunOutputTool -export const databricksListClustersTool = listClustersTool -export const databricksGetClusterTool = getClusterTool -export const databricksListWarehousesTool = listWarehousesTool -export const databricksGenieAgentAskTool = genieAgentAskTool -export const databricksGenieAgentListItemsTool = genieAgentListItemsTool -export const databricksGenieAskTool = genieAskTool -export const databricksGenieDeleteConversationTool = genieDeleteConversationTool -export const databricksGenieDeleteMessageTool = genieDeleteMessageTool -export const databricksGenieDownloadVisualizationTool = genieDownloadVisualizationTool -export const databricksGenieExecuteQueryTool = genieExecuteQueryTool -export const databricksGenieGetMessageTool = genieGetMessageTool -export const databricksGenieGetQueryResultTool = genieGetQueryResultTool -export const databricksGenieGetSpaceTool = genieGetSpaceTool -export const databricksGenieListConversationsTool = genieListConversationsTool -export const databricksGenieListMessagesTool = genieListMessagesTool -export const databricksGenieListSpacesTool = genieListSpacesTool -export const databricksGenieSendFeedbackTool = genieSendFeedbackTool +export { cancelAllRunsTool as databricksCancelAllRunsTool } from './cancel_all_runs' +export { cancelRunTool as databricksCancelRunTool } from './cancel_run' +export { cancelStatementTool as databricksCancelStatementTool } from './cancel_statement' +export { createClusterTool as databricksCreateClusterTool } from './create_cluster' +export { createJobTool as databricksCreateJobTool } from './create_job' +export { createWarehouseTool as databricksCreateWarehouseTool } from './create_warehouse' +export { deleteClusterTool as databricksDeleteClusterTool } from './delete_cluster' +export { deleteJobTool as databricksDeleteJobTool } from './delete_job' +export { deleteRunTool as databricksDeleteRunTool } from './delete_run' +export { deleteWarehouseTool as databricksDeleteWarehouseTool } from './delete_warehouse' +export { editClusterTool as databricksEditClusterTool } from './edit_cluster' +export { editWarehouseTool as databricksEditWarehouseTool } from './edit_warehouse' +export { executeSqlTool as databricksExecuteSqlTool } from './execute_sql' +export { genieAgentAskTool as databricksGenieAgentAskTool } from './genie_agent_ask' +export { genieAgentCancelTool as databricksGenieAgentCancelTool } from './genie_agent_cancel' +export { genieAgentListItemsTool as databricksGenieAgentListItemsTool } from './genie_agent_list_items' +export { genieAskTool as databricksGenieAskTool } from './genie_ask' +export { genieCreateSpaceTool as databricksGenieCreateSpaceTool } from './genie_create_space' +export { genieDeleteConversationTool as databricksGenieDeleteConversationTool } from './genie_delete_conversation' +export { genieDeleteMessageTool as databricksGenieDeleteMessageTool } from './genie_delete_message' +export { genieDeleteSpaceTool as databricksGenieDeleteSpaceTool } from './genie_delete_space' +export { genieDownloadVisualizationTool as databricksGenieDownloadVisualizationTool } from './genie_download_visualization' +export { genieExecuteQueryTool as databricksGenieExecuteQueryTool } from './genie_execute_query' +export { genieGetMessageTool as databricksGenieGetMessageTool } from './genie_get_message' +export { genieGetQueryResultTool as databricksGenieGetQueryResultTool } from './genie_get_query_result' +export { genieGetSpaceTool as databricksGenieGetSpaceTool } from './genie_get_space' +export { genieListConversationsTool as databricksGenieListConversationsTool } from './genie_list_conversations' +export { genieListMessagesTool as databricksGenieListMessagesTool } from './genie_list_messages' +export { genieListSpacesTool as databricksGenieListSpacesTool } from './genie_list_spaces' +export { genieSendFeedbackTool as databricksGenieSendFeedbackTool } from './genie_send_feedback' +export { genieUpdateSpaceTool as databricksGenieUpdateSpaceTool } from './genie_update_space' +export { getClusterTool as databricksGetClusterTool } from './get_cluster' +export { getJobTool as databricksGetJobTool } from './get_job' +export { getRunTool as databricksGetRunTool } from './get_run' +export { getRunOutputTool as databricksGetRunOutputTool } from './get_run_output' +export { getStatementTool as databricksGetStatementTool } from './get_statement' +export { getStatementChunkTool as databricksGetStatementChunkTool } from './get_statement_chunk' +export { getWarehouseTool as databricksGetWarehouseTool } from './get_warehouse' +export { listClustersTool as databricksListClustersTool } from './list_clusters' +export { listJobsTool as databricksListJobsTool } from './list_jobs' +export { listRunsTool as databricksListRunsTool } from './list_runs' +export { listWarehousesTool as databricksListWarehousesTool } from './list_warehouses' +export { repairRunTool as databricksRepairRunTool } from './repair_run' +export { resetJobTool as databricksResetJobTool } from './reset_job' +export { resizeClusterTool as databricksResizeClusterTool } from './resize_cluster' +export { restartClusterTool as databricksRestartClusterTool } from './restart_cluster' +export { runJobTool as databricksRunJobTool } from './run_job' +export { startClusterTool as databricksStartClusterTool } from './start_cluster' +export { startWarehouseTool as databricksStartWarehouseTool } from './start_warehouse' +export { stopWarehouseTool as databricksStopWarehouseTool } from './stop_warehouse' +export { submitRunTool as databricksSubmitRunTool } from './submit_run' +export { terminateClusterTool as databricksTerminateClusterTool } from './terminate_cluster' +export * from './types' +export { updateJobTool as databricksUpdateJobTool } from './update_job' diff --git a/apps/sim/tools/databricks/list_clusters.ts b/apps/sim/tools/databricks/list_clusters.ts index 2b9c6bde4e2..386865b9218 100644 --- a/apps/sim/tools/databricks/list_clusters.ts +++ b/apps/sim/tools/databricks/list_clusters.ts @@ -1,15 +1,33 @@ -import type { DatabricksBaseParams, DatabricksListClustersResponse } from '@/tools/databricks/types' +import type { + DatabricksListClustersParams, + DatabricksListClustersResponse, +} from '@/tools/databricks/types' import { databricksUrl } from '@/tools/databricks/utils' import type { ToolConfig } from '@/tools/types' -export const listClustersTool: ToolConfig = { +export const listClustersTool: ToolConfig< + DatabricksListClustersParams, + DatabricksListClustersResponse +> = { id: 'databricks_list_clusters', name: 'Databricks List Clusters', description: - 'List all clusters in a Databricks workspace including their state, configuration, and resource details.', + 'List a page of clusters in a Databricks workspace including their state, configuration, and resource details.', version: '1.0.0', params: { + pageSize: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Resources per page (default 20)', + }, + pageToken: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Token returned by the previous list request', + }, host: { type: 'string', required: true, @@ -25,7 +43,12 @@ export const listClustersTool: ToolConfig databricksUrl(params.host, '/api/2.0/clusters/list'), + url: (params) => { + const url = new URL(databricksUrl(params.host, '/api/2.1/clusters/list')) + url.searchParams.set('page_size', String(params.pageSize ?? 20)) + if (params.pageToken) url.searchParams.set('page_token', params.pageToken) + return url.toString() + }, method: 'GET', headers: (params) => ({ Accept: 'application/json', @@ -54,8 +77,18 @@ export const listClustersTool: ToolConfig + termination_reason?: Record start_time?: number }) => ({ + policyId: cluster.policy_id ?? null, + dataSecurityMode: cluster.data_security_mode ?? null, + terminatedTime: cluster.terminated_time ?? null, + customTags: cluster.custom_tags ?? null, + terminationReason: cluster.termination_reason ?? null, clusterId: cluster.cluster_id ?? '', clusterName: cluster.cluster_name ?? '', state: cluster.state ?? 'UNKNOWN', @@ -81,17 +114,42 @@ export const listClustersTool: ToolConfig { - const url = new URL(databricksUrl(params.host, '/api/2.1/jobs/list')) + const url = new URL( + databricksUrl( + params.host, + `/api/${params.offset != null && !params.pageToken ? '2.1' : '2.2'}/jobs/list` + ) + ) if (params.limit) url.searchParams.set('limit', String(params.limit)) - if (params.offset) url.searchParams.set('offset', String(params.offset)) + if (params.pageToken) url.searchParams.set('page_token', params.pageToken) + else if (params.offset != null) url.searchParams.set('offset', String(params.offset)) if (params.name) url.searchParams.set('name', params.name) if (params.expandTasks) url.searchParams.set('expand_tasks', 'true') return url.toString() @@ -73,10 +86,20 @@ export const listJobsTool: ToolConfig[] + job_clusters?: Record[] + } + has_more?: boolean created_time?: number creator_user_name?: string }) => ({ + tasks: job.settings?.tasks ?? [], + jobClusters: job.settings?.job_clusters ?? [], + hasMore: job.has_more ?? false, jobId: job.job_id ?? 0, name: job.settings?.name ?? '', createdTime: job.created_time ?? 0, @@ -90,19 +113,28 @@ export const listJobsTool: ToolConfig { - const url = new URL(databricksUrl(params.host, '/api/2.1/jobs/runs/list')) + const url = new URL( + databricksUrl( + params.host, + `/api/${params.offset != null && !params.pageToken ? '2.1' : '2.2'}/jobs/runs/list` + ) + ) if (params.jobId) url.searchParams.set('job_id', String(params.jobId)) if (params.activeOnly) url.searchParams.set('active_only', 'true') if (params.completedOnly) url.searchParams.set('completed_only', 'true') if (params.limit) url.searchParams.set('limit', String(params.limit)) - if (params.offset) url.searchParams.set('offset', String(params.offset)) + if (params.pageToken) url.searchParams.set('page_token', params.pageToken) + else if (params.offset != null) url.searchParams.set('offset', String(params.offset)) + if (params.expandTasks != null) + url.searchParams.set('expand_tasks', String(params.expandTasks)) if (params.runType) url.searchParams.set('run_type', params.runType) - if (params.startTimeFrom) + if (params.startTimeFrom != null) url.searchParams.set('start_time_from', String(params.startTimeFrom)) - if (params.startTimeTo) url.searchParams.set('start_time_to', String(params.startTimeTo)) + if (params.startTimeTo != null) + url.searchParams.set('start_time_to', String(params.startTimeTo)) return url.toString() }, method: 'GET', @@ -113,8 +135,18 @@ export const listRunsTool: ToolConfig[] + job_clusters?: Record[] + run_page_url?: string + status?: Record + has_more?: boolean end_time?: number }) => ({ + tasks: run.tasks ?? [], + jobClusters: run.job_clusters ?? [], + hasMore: run.has_more ?? false, + runPageUrl: run.run_page_url ?? null, + runStatus: run.status ?? null, runId: run.run_id ?? 0, jobId: run.job_id ?? 0, runName: run.run_name ?? '', @@ -134,19 +166,30 @@ export const listRunsTool: ToolConfig = { id: 'databricks_list_warehouses', name: 'Databricks List Warehouses', description: - 'List all SQL warehouses in a Databricks workspace including their size, state, and type. Use this to discover the warehouse ID needed for Execute SQL.', + 'List a page of SQL warehouses in a Databricks workspace including their size, state, and type. Use this to discover the warehouse ID needed for Execute SQL.', version: '1.0.0', params: { + pageSize: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Resources per page (default 20)', + }, + pageToken: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Token returned by the previous list request', + }, host: { type: 'string', required: true, @@ -31,7 +44,12 @@ export const listWarehousesTool: ToolConfig< }, request: { - url: (params) => databricksUrl(params.host, '/api/2.0/sql/warehouses'), + url: (params) => { + const url = new URL(databricksUrl(params.host, '/api/2.0/sql/warehouses')) + url.searchParams.set('page_size', String(params.pageSize ?? 20)) + if (params.pageToken) url.searchParams.set('page_token', params.pageToken) + return url.toString() + }, method: 'GET', headers: (params) => ({ Accept: 'application/json', @@ -46,76 +64,25 @@ export const listWarehousesTool: ToolConfig< throw new Error(data.message || data.error?.message || 'Failed to list warehouses') } - const warehouses = (data.warehouses ?? []).map( - (warehouse: { - id?: string - name?: string - cluster_size?: string - state?: string - warehouse_type?: string - creator_name?: string - auto_stop_mins?: number - num_clusters?: number - min_num_clusters?: number - max_num_clusters?: number - num_active_sessions?: number - enable_serverless_compute?: boolean - }) => ({ - warehouseId: warehouse.id ?? '', - name: warehouse.name ?? '', - clusterSize: warehouse.cluster_size ?? '', - state: warehouse.state ?? 'UNKNOWN', - warehouseType: warehouse.warehouse_type ?? '', - creatorName: warehouse.creator_name ?? '', - autoStopMinutes: warehouse.auto_stop_mins ?? 0, - numClusters: warehouse.num_clusters ?? 0, - minNumClusters: warehouse.min_num_clusters ?? 0, - maxNumClusters: warehouse.max_num_clusters ?? 0, - numActiveSessions: warehouse.num_active_sessions ?? 0, - enableServerlessCompute: warehouse.enable_serverless_compute ?? false, - }) - ) + const warehouses = (data.warehouses ?? []).map(mapWarehouse) return { success: true, output: { warehouses, + nextPageToken: data.next_page_token ?? null, }, } }, outputs: { + nextPageToken: { type: 'string', nullable: true, description: 'Token for the next page' }, warehouses: { type: 'array', description: 'List of SQL warehouses in the workspace', items: { type: 'object', - properties: { - warehouseId: { type: 'string', description: 'Unique warehouse identifier' }, - name: { type: 'string', description: 'Warehouse display name' }, - clusterSize: { - type: 'string', - description: 'Warehouse size (e.g., 2X-Small, Small, Medium, Large)', - }, - state: { - type: 'string', - description: 'Current state (STARTING, RUNNING, STOPPING, STOPPED, DELETING, DELETED)', - }, - warehouseType: { type: 'string', description: 'Warehouse type (CLASSIC, PRO)' }, - creatorName: { type: 'string', description: 'Email of the warehouse creator' }, - autoStopMinutes: { - type: 'number', - description: 'Minutes of inactivity before auto-stop (0 = disabled)', - }, - numClusters: { type: 'number', description: 'Current number of running clusters' }, - minNumClusters: { type: 'number', description: 'Minimum cluster count for scaling' }, - maxNumClusters: { type: 'number', description: 'Maximum cluster count for scaling' }, - numActiveSessions: { type: 'number', description: 'Number of active sessions' }, - enableServerlessCompute: { - type: 'boolean', - description: 'Whether serverless compute is enabled', - }, - }, + properties: WAREHOUSE_OUTPUT_PROPERTIES, }, }, }, diff --git a/apps/sim/tools/databricks/repair_run.ts b/apps/sim/tools/databricks/repair_run.ts new file mode 100644 index 00000000000..b82e639ea74 --- /dev/null +++ b/apps/sim/tools/databricks/repair_run.ts @@ -0,0 +1,106 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksRepairRunParams, + DatabricksRepairRunResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const repairRunTool: ToolConfig = { + id: 'databricks_repair_run', + name: 'Databricks Repair Run', + description: 'Rerun failed or selected tasks within an existing Databricks run.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + runId: { + type: 'number', + required: true, + visibility: 'user-or-llm', + description: 'Run identifier', + }, + latestRepairId: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Most recent repair ID; required after the first repair of a run', + }, + rerunTasks: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Task keys to repair; mutually exclusive with rerunAllFailedTasks', + }, + jobParameters: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Job-level parameter overrides as a JSON object of string keys and values', + }, + rerunAllFailedTasks: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Repair every failed task instead of specifying task keys', + }, + rerunDependentTasks: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Also rerun tasks downstream of the selected failed tasks', + }, + performanceTarget: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Serverless performance mode: STANDARD or PERFORMANCE_OPTIMIZED', + }, + pipelineParams: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'Pipeline refresh settings, including full_refresh and selective table or flow lists', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.2/jobs/runs/repair`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + if (params.rerunAllFailedTasks && params.rerunTasks != null && params.rerunTasks !== '') + throw new Error('Use rerunTasks or rerunAllFailedTasks, not both') + return filterUndefined({ + run_id: params.runId, + latest_repair_id: params.latestRepairId, + rerun_tasks: parseDatabricksJson(params.rerunTasks, 'rerunTasks', 'array'), + job_parameters: parseDatabricksJson(params.jobParameters, 'jobParameters', 'object'), + rerun_all_failed_tasks: params.rerunAllFailedTasks, + rerun_dependent_tasks: params.rerunDependentTasks, + performance_target: optionalDatabricksString(params.performanceTarget), + pipeline_params: parseDatabricksJson(params.pipelineParams, 'pipelineParams', 'object'), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) throw new Error(await readDatabricksError(response, 'Failed to repair run')) + const data = await response.json() + return { success: true, output: { repairId: data.repair_id ?? null } } + }, + outputs: { + repairId: { + type: 'number', + nullable: true, + description: 'Identifier of the repair; pass it as latestRepairId on the next repair', + }, + }, +} diff --git a/apps/sim/tools/databricks/reset_job.ts b/apps/sim/tools/databricks/reset_job.ts new file mode 100644 index 00000000000..949009d4546 --- /dev/null +++ b/apps/sim/tools/databricks/reset_job.ts @@ -0,0 +1,53 @@ +import { filterUndefined } from '@sim/utils/object' +import type { DatabricksResetJobParams, DatabricksSuccessResponse } from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const resetJobTool: ToolConfig = { + id: 'databricks_reset_job', + name: 'Databricks Reset Job', + description: 'Replace all settings of a Databricks job.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + jobId: { + type: 'number', + required: true, + visibility: 'user-or-llm', + description: 'Job identifier', + }, + newSettings: { + type: 'json', + required: true, + visibility: 'user-or-llm', + description: + 'Job settings in Databricks API format; Update merges top-level fields and task keys, Reset replaces all settings', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.2/jobs/reset`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + job_id: params.jobId, + new_settings: parseDatabricksJson(params.newSettings, 'newSettings', 'object'), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) throw new Error(await readDatabricksError(response, 'Failed to reset job')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/resize_cluster.ts b/apps/sim/tools/databricks/resize_cluster.ts new file mode 100644 index 00000000000..4531fe26656 --- /dev/null +++ b/apps/sim/tools/databricks/resize_cluster.ts @@ -0,0 +1,68 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksResizeClusterParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const resizeClusterTool: ToolConfig< + DatabricksResizeClusterParams, + DatabricksSuccessResponse +> = { + id: 'databricks_resize_cluster', + name: 'Databricks Resize Cluster', + description: 'Change the fixed worker count or autoscaling range of a running cluster.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + clusterId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Compute cluster identifier', + }, + numWorkers: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Fixed worker count; use this or autoscale', + }, + autoscale: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Worker range as {min_workers, max_workers}; use this or numWorkers', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.1/clusters/resize`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + if ((params.numWorkers != null) === (params.autoscale != null && params.autoscale !== '')) + throw new Error('Provide exactly one of numWorkers or autoscale') + return filterUndefined({ + cluster_id: params.clusterId?.trim(), + num_workers: params.numWorkers, + autoscale: parseDatabricksJson(params.autoscale, 'autoscale', 'object'), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to resize cluster')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/restart_cluster.ts b/apps/sim/tools/databricks/restart_cluster.ts new file mode 100644 index 00000000000..2eeaede0026 --- /dev/null +++ b/apps/sim/tools/databricks/restart_cluster.ts @@ -0,0 +1,59 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksRestartClusterParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const restartClusterTool: ToolConfig< + DatabricksRestartClusterParams, + DatabricksSuccessResponse +> = { + id: 'databricks_restart_cluster', + name: 'Databricks Restart Cluster', + description: 'Restart a running compute cluster.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + clusterId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Compute cluster identifier', + }, + restartUser: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'User requesting the cluster restart', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.1/clusters/restart`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + cluster_id: params.clusterId?.trim(), + restart_user: optionalDatabricksString(params.restartUser), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to restart cluster')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/run_job.ts b/apps/sim/tools/databricks/run_job.ts index f21b94ed6c5..40733990518 100644 --- a/apps/sim/tools/databricks/run_job.ts +++ b/apps/sim/tools/databricks/run_job.ts @@ -1,6 +1,9 @@ -import { getErrorMessage } from '@sim/utils/errors' import type { DatabricksRunJobParams, DatabricksRunJobResponse } from '@/tools/databricks/types' -import { databricksUrl } from '@/tools/databricks/utils' +import { + databricksUrl, + optionalDatabricksString, + parseDatabricksJson, +} from '@/tools/databricks/utils' import type { ToolConfig } from '@/tools/types' export const runJobTool: ToolConfig = { @@ -11,6 +14,30 @@ export const runJobTool: ToolConfig databricksUrl(params.host, '/api/2.1/jobs/run-now'), + url: (params) => databricksUrl(params.host, '/api/2.2/jobs/run-now'), method: 'POST', headers: (params) => ({ 'Content-Type': 'application/json', @@ -60,25 +87,20 @@ export const runJobTool: ToolConfig = { job_id: params.jobId, } - if (params.jobParameters) { - try { - body.job_parameters = JSON.parse(params.jobParameters) - } catch (error) { - throw new Error( - `Invalid JSON in jobParameters: ${getErrorMessage(error, 'unknown error')}` - ) - } - } - if (params.notebookParams) { - try { - body.notebook_params = JSON.parse(params.notebookParams) - } catch (error) { - throw new Error( - `Invalid JSON in notebookParams: ${getErrorMessage(error, 'unknown error')}` - ) - } - } - if (params.idempotencyToken) body.idempotency_token = params.idempotencyToken + const jobParameters = parseDatabricksJson(params.jobParameters, 'jobParameters', 'object') + if (jobParameters) body.job_parameters = jobParameters + const notebookParams = parseDatabricksJson(params.notebookParams, 'notebookParams', 'object') + if (notebookParams) body.notebook_params = notebookParams + const idempotencyToken = optionalDatabricksString(params.idempotencyToken) + if (idempotencyToken) body.idempotency_token = idempotencyToken + const only = parseDatabricksJson(params.only, 'only', 'array') + if (only) body.only = only + const queue = parseDatabricksJson(params.queue, 'queue', 'object') + if (queue) body.queue = queue + const pipelineParams = parseDatabricksJson(params.pipelineParams, 'pipelineParams', 'object') + if (pipelineParams) body.pipeline_params = pipelineParams + const performanceTarget = optionalDatabricksString(params.performanceTarget) + if (performanceTarget) body.performance_target = performanceTarget return body }, }, diff --git a/apps/sim/tools/databricks/start_cluster.ts b/apps/sim/tools/databricks/start_cluster.ts new file mode 100644 index 00000000000..d8ca1349ef2 --- /dev/null +++ b/apps/sim/tools/databricks/start_cluster.ts @@ -0,0 +1,49 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksStartClusterParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const startClusterTool: ToolConfig = + { + id: 'databricks_start_cluster', + name: 'Databricks Start Cluster', + description: 'Start a terminated all-purpose compute cluster.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + clusterId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Compute cluster identifier', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.1/clusters/start`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + cluster_id: params.clusterId?.trim(), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to start cluster')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, + } diff --git a/apps/sim/tools/databricks/start_warehouse.ts b/apps/sim/tools/databricks/start_warehouse.ts new file mode 100644 index 00000000000..64365074859 --- /dev/null +++ b/apps/sim/tools/databricks/start_warehouse.ts @@ -0,0 +1,51 @@ +import type { + DatabricksStartWarehouseParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const startWarehouseTool: ToolConfig< + DatabricksStartWarehouseParams, + DatabricksSuccessResponse +> = { + id: 'databricks_start_warehouse', + name: 'Databricks Start Warehouse', + description: 'Start a stopped SQL warehouse.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + warehouseId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier', + }, + }, + request: { + url: (params) => + databricksUrl( + params.host, + `/api/2.0/sql/warehouses/${safeUrlPathSegment(params.warehouseId, 'warehouseId')}/start` + ), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: () => ({}), + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to start warehouse')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/stop_warehouse.ts b/apps/sim/tools/databricks/stop_warehouse.ts new file mode 100644 index 00000000000..e81ffd58aae --- /dev/null +++ b/apps/sim/tools/databricks/stop_warehouse.ts @@ -0,0 +1,51 @@ +import type { + DatabricksStopWarehouseParams, + DatabricksSuccessResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' +import { safeUrlPathSegment } from '@/tools/url-path' + +export const stopWarehouseTool: ToolConfig< + DatabricksStopWarehouseParams, + DatabricksSuccessResponse +> = { + id: 'databricks_stop_warehouse', + name: 'Databricks Stop Warehouse', + description: 'Stop a running SQL warehouse.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + warehouseId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'SQL warehouse identifier', + }, + }, + request: { + url: (params) => + databricksUrl( + params.host, + `/api/2.0/sql/warehouses/${safeUrlPathSegment(params.warehouseId, 'warehouseId')}/stop` + ), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: () => ({}), + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to stop warehouse')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/submit_run.ts b/apps/sim/tools/databricks/submit_run.ts new file mode 100644 index 00000000000..7709ffb1350 --- /dev/null +++ b/apps/sim/tools/databricks/submit_run.ts @@ -0,0 +1,177 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksSubmitRunParams, + DatabricksSubmitRunResponse, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + optionalDatabricksString, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const submitRunTool: ToolConfig = { + id: 'databricks_submit_run', + name: 'Databricks Submit Run', + description: 'Submit a one-time task run without creating a saved job.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + accessControlList: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'Initial permissions as [{user_name, group_name, service_principal_name, permission_level}]', + }, + queue: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Queue behavior as {enabled: true} or {enabled: false}', + }, + runAs: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Execution identity as {user_name} or {service_principal_name}', + }, + runName: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Display name of the one-time run', + }, + timeoutSeconds: { + type: 'number', + required: false, + visibility: 'user-or-llm', + description: 'Maximum run duration in seconds; 0 disables the timeout', + }, + health: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Health rules as {rules: [{metric, op, value}]}', + }, + idempotencyToken: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Retry token that prevents duplicate runs; at most 64 characters', + }, + tasks: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'Task definitions using Databricks API fields, including task_key, depends_on, and notebook_task or other task types', + }, + gitSource: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Git repository URL, provider, and branch, tag, or commit', + }, + webhookNotifications: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Notification destination IDs grouped by event', + }, + emailNotifications: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Email recipients by event, such as {on_failure: ["ops@example.com"]}', + }, + notificationSettings: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Notification preferences for skipped runs, canceled runs, and retries', + }, + environments: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Task environments as [{environment_key, spec}]', + }, + budgetPolicyId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Serverless budget policy identifier', + }, + environmentVariables: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Named environment variable definitions in Databricks API format', + }, + performanceTarget: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Serverless performance mode: STANDARD or PERFORMANCE_OPTIMIZED', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.2/jobs/runs/submit`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + access_control_list: parseDatabricksJson( + params.accessControlList, + 'accessControlList', + 'array' + ), + queue: parseDatabricksJson(params.queue, 'queue', 'object'), + run_as: parseDatabricksJson(params.runAs, 'runAs', 'object'), + run_name: optionalDatabricksString(params.runName), + timeout_seconds: params.timeoutSeconds, + health: parseDatabricksJson(params.health, 'health', 'object'), + idempotency_token: optionalDatabricksString(params.idempotencyToken), + tasks: parseDatabricksJson(params.tasks, 'tasks', 'array'), + git_source: parseDatabricksJson(params.gitSource, 'gitSource', 'object'), + webhook_notifications: parseDatabricksJson( + params.webhookNotifications, + 'webhookNotifications', + 'object' + ), + email_notifications: parseDatabricksJson( + params.emailNotifications, + 'emailNotifications', + 'object' + ), + notification_settings: parseDatabricksJson( + params.notificationSettings, + 'notificationSettings', + 'object' + ), + environments: parseDatabricksJson(params.environments, 'environments', 'array'), + budget_policy_id: optionalDatabricksString(params.budgetPolicyId), + environment_variables: parseDatabricksJson( + params.environmentVariables, + 'environmentVariables', + 'array' + ), + performance_target: optionalDatabricksString(params.performanceTarget), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) throw new Error(await readDatabricksError(response, 'Failed to submit run')) + const data = await response.json() + return { success: true, output: { runId: data.run_id ?? null } } + }, + outputs: { + runId: { type: 'number', nullable: true, description: 'Run identifier' }, + }, +} diff --git a/apps/sim/tools/databricks/terminate_cluster.ts b/apps/sim/tools/databricks/terminate_cluster.ts new file mode 100644 index 00000000000..48ef5e33c60 --- /dev/null +++ b/apps/sim/tools/databricks/terminate_cluster.ts @@ -0,0 +1,51 @@ +import { filterUndefined } from '@sim/utils/object' +import type { + DatabricksSuccessResponse, + DatabricksTerminateClusterParams, +} from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const terminateClusterTool: ToolConfig< + DatabricksTerminateClusterParams, + DatabricksSuccessResponse +> = { + id: 'databricks_terminate_cluster', + name: 'Databricks Terminate Cluster', + description: 'Terminate a compute cluster while retaining its configuration for a later restart.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + clusterId: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Compute cluster identifier', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.1/clusters/delete`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + cluster_id: params.clusterId?.trim(), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) + throw new Error(await readDatabricksError(response, 'Failed to terminate cluster')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/types.ts b/apps/sim/tools/databricks/types.ts index daba6a94526..2d22de5640e 100644 --- a/apps/sim/tools/databricks/types.ts +++ b/apps/sim/tools/databricks/types.ts @@ -14,22 +14,19 @@ export interface DatabricksExecuteSqlParams extends DatabricksBaseParams { schema?: string rowLimit?: number waitTimeout?: string + sqlParameters?: string | unknown[] + byteLimit?: number + onWaitTimeout?: 'CONTINUE' | 'CANCEL' } export interface DatabricksExecuteSqlResponse extends ToolResponse { - output: { - statementId: string - status: string - columns: Array<{ name: string; position: number; typeName: string }> | null - data: string[][] | null - totalRows: number | null - truncated: boolean - } + output: DatabricksStatementResult } /** Get Statement (poll an async SQL statement by its ID) */ export interface DatabricksGetStatementParams extends DatabricksBaseParams { statementId: string + warehouseId?: string } /** List Jobs */ @@ -38,6 +35,7 @@ export interface DatabricksListJobsParams extends DatabricksBaseParams { offset?: number name?: string expandTasks?: boolean + pageToken?: string } export interface DatabricksListJobsResponse extends ToolResponse { @@ -49,18 +47,26 @@ export interface DatabricksListJobsResponse extends ToolResponse { creatorUserName: string maxConcurrentRuns: number format: string + tasks: Array> + jobClusters: Array> + hasMore: boolean }> hasMore: boolean nextPageToken: string | null + prevPageToken: string | null } } /** Run Job */ export interface DatabricksRunJobParams extends DatabricksBaseParams { jobId: number - jobParameters?: string - notebookParams?: string + jobParameters?: string | Record + notebookParams?: string | Record idempotencyToken?: string + only?: string | unknown[] + queue?: string | Record + performanceTarget?: 'STANDARD' | 'PERFORMANCE_OPTIMIZED' + pipelineParams?: string | Record } export interface DatabricksRunJobResponse extends ToolResponse { @@ -73,6 +79,8 @@ export interface DatabricksRunJobResponse extends ToolResponse { /** Get Job */ export interface DatabricksGetJobParams extends DatabricksBaseParams { jobId: number + pageToken?: string + includeTriggerState?: boolean } export interface DatabricksGetJobResponse extends ToolResponse { @@ -88,6 +96,12 @@ export interface DatabricksGetJobResponse extends ToolResponse { schedule: Record | null tags: Record | null tasks: Array> + description: string | null + jobClusters: Array> + parameters: Array> + queue: Record | null + triggerState: Record | null + nextPageToken: string | null } } @@ -96,6 +110,7 @@ export interface DatabricksGetRunParams extends DatabricksBaseParams { runId: number includeHistory?: boolean includeResolvedValues?: boolean + pageToken?: string } export interface DatabricksGetRunResponse extends ToolResponse { @@ -119,6 +134,13 @@ export interface DatabricksGetRunResponse extends ToolResponse { queueDuration: number | null runPageUrl: string creatorUserName: string + tasks: Array> + repairHistory: Array> + jobParameters: Array> + jobClusters: Array> + runStatus: Record | null + runDuration: number | null + nextPageToken: string | null } } @@ -132,6 +154,8 @@ export interface DatabricksListRunsParams extends DatabricksBaseParams { runType?: string startTimeFrom?: number startTimeTo?: number + pageToken?: string + expandTasks?: boolean } export interface DatabricksListRunsResponse extends ToolResponse { @@ -149,9 +173,15 @@ export interface DatabricksListRunsResponse extends ToolResponse { } startTime: number | null endTime: number | null + tasks: Array> + jobClusters: Array> + runPageUrl: string | null + runStatus: Record | null + hasMore: boolean }> hasMore: boolean nextPageToken: string | null + prevPageToken: string | null } } @@ -181,6 +211,10 @@ export interface DatabricksGetRunOutputResponse extends ToolResponse { errorTrace: string | null logs: string | null logsTruncated: boolean + sqlOutput: Record | null + dbtOutput: Record | null + runJobOutput: { run_id?: number } | null + info: string | null } } @@ -199,12 +233,24 @@ interface DatabricksCluster { clusterSource: string autoterminationMinutes: number startTime: number | null + policyId: string | null + dataSecurityMode: string | null + terminatedTime: number | null + customTags: Record | null + terminationReason: Record | null +} + +export interface DatabricksListClustersParams extends DatabricksBaseParams { + pageSize?: number + pageToken?: string } /** List Clusters */ export interface DatabricksListClustersResponse extends ToolResponse { output: { clusters: DatabricksCluster[] + nextPageToken: string | null + prevPageToken: string | null } } @@ -219,10 +265,23 @@ export interface DatabricksGetClusterResponse extends ToolResponse { } } +export interface DatabricksListWarehousesParams extends DatabricksBaseParams { + pageSize?: number + pageToken?: string +} + /** List Warehouses */ export interface DatabricksListWarehousesResponse extends ToolResponse { output: { warehouses: Array<{ + jdbcUrl: string | null + odbcParams: Record | null + health: Record | null + tags: Record | null + enablePhoton: boolean | null + spotInstancePolicy: string | null + channel: Record | null + statementTimeout: number | null warehouseId: string name: string clusterSize: string @@ -236,6 +295,7 @@ export interface DatabricksListWarehousesResponse extends ToolResponse { numActiveSessions: number enableServerlessCompute: boolean }> + nextPageToken: string | null } } @@ -272,6 +332,12 @@ export interface DatabricksStatementResult { columns: Array<{ name: string; position: number; typeName: string }> | null data: Array> | null totalRows: number | null + totalChunks: number | null + chunkIndex: number | null + rowOffset: number | null + rowCount: number | null + nextChunkIndex: number | null + nextChunkInternalLink: string | null truncated: boolean } @@ -284,6 +350,7 @@ export interface DatabricksGenieSpace { parentPath: string | null createTime: string | null updateTime: string | null + etag: string | null } interface DatabricksGenieSpaceParams extends DatabricksBaseParams { @@ -309,12 +376,10 @@ export interface DatabricksGenieAskParams extends DatabricksGenieSpaceParams { } export interface DatabricksGenieAskResponse extends ToolResponse { - output: DatabricksGenieMessage & { - columns: DatabricksStatementResult['columns'] - data: DatabricksStatementResult['data'] - totalRows: number | null - truncated: boolean | null - } + output: DatabricksGenieMessage & + Omit & { + truncated: boolean | null + } } export interface DatabricksGenieGetMessageResponse extends ToolResponse { @@ -460,6 +525,7 @@ export interface DatabricksGenieAgentListItemsResponse extends ToolResponse { } export const GENIE_SPACE_OUTPUT_PROPERTIES = { + etag: { type: 'string', nullable: true, description: 'Space version for conditional updates' }, spaceId: { type: 'string', description: 'Genie space ID' }, title: { type: 'string', description: 'Space title' }, description: { type: 'string', description: 'Space description', nullable: true }, @@ -494,13 +560,21 @@ export const GENIE_MESSAGE_OUTPUT_PROPERTIES = { 'Message status (SUBMITTED, FETCHING_METADATA, FILTERING_CONTEXT, ASKING_AI, PENDING_WAREHOUSE, EXECUTING_QUERY, COMPLETED, FAILED, CANCELLED, QUERY_RESULT_EXPIRED)', }, content: { type: 'string', description: 'The question that was asked' }, - answer: { type: 'string', description: "Genie's text answer or summary", nullable: true }, + answer: { + type: 'string', + description: "Genie's text answer or summary", + nullable: true, + }, followUpQuestion: { type: 'string', description: 'Clarifying question Genie asked instead of, or alongside, an answer', nullable: true, }, - queryTitle: { type: 'string', description: 'Title of the generated query', nullable: true }, + queryTitle: { + type: 'string', + description: 'Title of the generated query', + nullable: true, + }, sql: { type: 'string', description: 'SQL query Genie generated', nullable: true }, queryDescription: { type: 'string', @@ -562,7 +636,11 @@ export const GENIE_MESSAGE_OUTPUT_PROPERTIES = { }, }, }, - error: { type: 'string', description: 'Why Genie failed to answer', nullable: true }, + error: { + type: 'string', + description: 'Why Genie failed to answer', + nullable: true, + }, errorType: { type: 'string', description: 'Genie error type', nullable: true }, createdTimestamp: { type: 'number', @@ -572,6 +650,21 @@ export const GENIE_MESSAGE_OUTPUT_PROPERTIES = { } as const satisfies Record export const STATEMENT_RESULT_OUTPUT_PROPERTIES = { + totalChunks: { type: 'number', nullable: true, description: 'Number of result chunks' }, + chunkIndex: { type: 'number', nullable: true, description: 'Index of this result chunk' }, + rowOffset: { type: 'number', nullable: true, description: 'Starting row offset of this chunk' }, + rowCount: { type: 'number', nullable: true, description: 'Number of rows in this chunk' }, + nextChunkIndex: { + type: 'number', + nullable: true, + description: 'Next chunk to retrieve with Get Statement Chunk; null on the final chunk', + }, + nextChunkInternalLink: { + type: 'string', + nullable: true, + description: 'Workspace-relative path to the next result chunk', + }, + columns: { type: 'array', description: 'Column schema of the query result', @@ -604,7 +697,6 @@ export const STATEMENT_RESULT_OUTPUT_PROPERTIES = { truncated: { type: 'boolean', description: 'Whether the result set was truncated', - nullable: true, }, } as const satisfies Record @@ -639,7 +731,11 @@ export const GENIE_AGENT_ITEM_OUTPUT_PROPERTIES = { description: 'Pairs a function_call with its function_call_output', nullable: true, }, - name: { type: 'string', description: 'Function name (execute_sql)', nullable: true }, + name: { + type: 'string', + description: 'Function name (execute_sql)', + nullable: true, + }, arguments: { type: 'string', description: 'Function call arguments as a JSON string (title and sql)', @@ -651,3 +747,526 @@ export const GENIE_AGENT_ITEM_OUTPUT_PROPERTIES = { nullable: true, }, } as const satisfies Record + +export interface DatabricksSuccessResponse extends ToolResponse { + output: { success: boolean } +} + +export interface DatabricksCreateJobParams extends DatabricksBaseParams { + accessControlList?: string | unknown[] + name?: string + description?: string + emailNotifications?: string | Record + webhookNotifications?: string | Record + notificationSettings?: string | Record + timeoutSeconds?: number + health?: string | Record + schedule?: string | Record + jobTrigger?: string | Record + continuous?: string | Record + maxConcurrentRuns?: number + tasks?: string | unknown[] + jobClusters?: string | unknown[] + gitSource?: string | Record + tags?: string | Record + queue?: string | Record + parameters?: string | unknown[] + runAs?: string | Record + editMode?: 'UI_LOCKED' | 'EDITABLE' + deployment?: string | Record + environments?: string | unknown[] + budgetPolicyId?: string + performanceTarget?: 'PERFORMANCE_OPTIMIZED' | 'STANDARD' + triggers?: string | unknown[] + environmentVariables?: string | unknown[] + maxRetries?: number + minRetryIntervalMillis?: number + retryOnTimeout?: boolean + disableAutoOptimization?: boolean +} + +export interface DatabricksCreateJobResponse extends ToolResponse { + output: { jobId: number | null } +} + +export interface DatabricksUpdateJobParams extends DatabricksBaseParams { + jobId: number + newSettings?: string | Record + fieldsToRemove?: string | unknown[] +} + +export interface DatabricksResetJobParams extends DatabricksBaseParams { + jobId: number + newSettings: string | Record +} + +export interface DatabricksDeleteJobParams extends DatabricksBaseParams { + jobId: number +} + +export interface DatabricksSubmitRunParams extends DatabricksBaseParams { + accessControlList?: string | unknown[] + queue?: string | Record + runAs?: string | Record + runName?: string + timeoutSeconds?: number + health?: string | Record + idempotencyToken?: string + tasks?: string | unknown[] + gitSource?: string | Record + webhookNotifications?: string | Record + emailNotifications?: string | Record + notificationSettings?: string | Record + environments?: string | unknown[] + budgetPolicyId?: string + environmentVariables?: string | unknown[] + performanceTarget?: 'PERFORMANCE_OPTIMIZED' | 'STANDARD' +} + +export interface DatabricksSubmitRunResponse extends ToolResponse { + output: { runId: number | null } +} + +export interface DatabricksRepairRunParams extends DatabricksBaseParams { + runId: number + latestRepairId?: number + rerunTasks?: string | unknown[] + jobParameters?: string | Record + rerunAllFailedTasks?: boolean + rerunDependentTasks?: boolean + performanceTarget?: 'PERFORMANCE_OPTIMIZED' | 'STANDARD' + pipelineParams?: string | Record +} + +export interface DatabricksRepairRunResponse extends ToolResponse { + output: { repairId: number | null } +} + +export interface DatabricksDeleteRunParams extends DatabricksBaseParams { + runId: number +} + +export interface DatabricksCancelAllRunsParams extends DatabricksBaseParams { + jobId?: number + allQueuedRuns?: boolean +} + +export interface DatabricksCreateClusterParams extends DatabricksBaseParams { + applyPolicyDefaultValues?: boolean + cloneFrom?: string | Record + numWorkers?: number + autoscale?: string | Record + clusterName?: string + sparkVersion?: string + sparkConf?: string | Record + awsAttributes?: string | Record + azureAttributes?: string | Record + gcpAttributes?: string | Record + nodeTypeId?: string + driverNodeTypeId?: string + workerNodeTypeFlexibility?: string | Record + driverNodeTypeFlexibility?: string | Record + sshPublicKeys?: string | unknown[] + customTags?: string | Record + clusterLogConf?: string | Record + sparkEnvVars?: string | Record + autoterminationMinutes?: number + enableElasticDisk?: boolean + initScripts?: string | unknown[] + dockerImage?: string | Record + instancePoolId?: string + singleUserName?: string + policyId?: string + enableLocalDiskEncryption?: boolean + driverInstancePoolId?: string + workloadType?: string | Record + dataSecurityMode?: + | 'NONE' + | 'SINGLE_USER' + | 'USER_ISOLATION' + | 'LEGACY_TABLE_ACL' + | 'LEGACY_PASSTHROUGH' + | 'LEGACY_SINGLE_USER' + | 'LEGACY_SINGLE_USER_STANDARD' + | 'DATA_SECURITY_MODE_STANDARD' + | 'DATA_SECURITY_MODE_DEDICATED' + | 'DATA_SECURITY_MODE_AUTO' + runtimeEngine?: 'NULL' | 'STANDARD' | 'PHOTON' + kind?: 'CLASSIC_PREVIEW' + useMlRuntime?: boolean + isSingleNode?: boolean + remoteDiskThroughput?: number + totalInitialRemoteDiskSize?: number + dependencyMode?: + | 'DEPENDENCY_MODE_ENVIRONMENTS' + | 'DEPENDENCY_MODE_CLUSTER_LIBRARIES' + | 'DEPENDENCY_MODE_AUTO' +} + +export interface DatabricksCreateClusterResponse extends ToolResponse { + output: { clusterId: string | null } +} + +export interface DatabricksEditClusterParams extends DatabricksBaseParams { + clusterId: string + applyPolicyDefaultValues?: boolean + numWorkers?: number + autoscale?: string | Record + clusterName?: string + sparkVersion?: string + sparkConf?: string | Record + awsAttributes?: string | Record + azureAttributes?: string | Record + gcpAttributes?: string | Record + nodeTypeId?: string + driverNodeTypeId?: string + workerNodeTypeFlexibility?: string | Record + driverNodeTypeFlexibility?: string | Record + sshPublicKeys?: string | unknown[] + customTags?: string | Record + clusterLogConf?: string | Record + sparkEnvVars?: string | Record + autoterminationMinutes?: number + enableElasticDisk?: boolean + initScripts?: string | unknown[] + dockerImage?: string | Record + instancePoolId?: string + singleUserName?: string + policyId?: string + enableLocalDiskEncryption?: boolean + driverInstancePoolId?: string + workloadType?: string | Record + dataSecurityMode?: + | 'NONE' + | 'SINGLE_USER' + | 'USER_ISOLATION' + | 'LEGACY_TABLE_ACL' + | 'LEGACY_PASSTHROUGH' + | 'LEGACY_SINGLE_USER' + | 'LEGACY_SINGLE_USER_STANDARD' + | 'DATA_SECURITY_MODE_STANDARD' + | 'DATA_SECURITY_MODE_DEDICATED' + | 'DATA_SECURITY_MODE_AUTO' + runtimeEngine?: 'NULL' | 'STANDARD' | 'PHOTON' + kind?: 'CLASSIC_PREVIEW' + useMlRuntime?: boolean + isSingleNode?: boolean + remoteDiskThroughput?: number + totalInitialRemoteDiskSize?: number + dependencyMode?: + | 'DEPENDENCY_MODE_ENVIRONMENTS' + | 'DEPENDENCY_MODE_CLUSTER_LIBRARIES' + | 'DEPENDENCY_MODE_AUTO' +} + +export interface DatabricksStartClusterParams extends DatabricksBaseParams { + clusterId: string +} + +export interface DatabricksRestartClusterParams extends DatabricksBaseParams { + clusterId: string + restartUser?: string +} + +export interface DatabricksTerminateClusterParams extends DatabricksBaseParams { + clusterId: string +} + +export interface DatabricksResizeClusterParams extends DatabricksBaseParams { + clusterId: string + numWorkers?: number + autoscale?: string | Record +} + +export interface DatabricksDeleteClusterParams extends DatabricksBaseParams { + clusterId: string +} + +export interface DatabricksCreateWarehouseParams extends DatabricksBaseParams { + name?: string + clusterSize?: string + minNumClusters?: number + maxNumClusters?: number + autoStopMins?: number + creatorName?: string + warehouseTags?: string | Record + spotInstancePolicy?: 'POLICY_UNSPECIFIED' | 'COST_OPTIMIZED' | 'RELIABILITY_OPTIMIZED' + enablePhoton?: boolean + channel?: string | Record + enableServerlessCompute?: boolean + warehouseType?: 'TYPE_UNSPECIFIED' | 'CLASSIC' | 'PRO' + statementTimeout?: number +} + +export interface DatabricksCreateWarehouseResponse extends ToolResponse { + output: { warehouseId: string | null } +} + +export interface DatabricksEditWarehouseParams extends DatabricksBaseParams { + warehouseId: string + name?: string + clusterSize?: string + minNumClusters?: number + maxNumClusters?: number + autoStopMins?: number + creatorName?: string + warehouseTags?: string | Record + spotInstancePolicy?: 'POLICY_UNSPECIFIED' | 'COST_OPTIMIZED' | 'RELIABILITY_OPTIMIZED' + enablePhoton?: boolean + channel?: string | Record + enableServerlessCompute?: boolean + warehouseType?: 'TYPE_UNSPECIFIED' | 'CLASSIC' | 'PRO' + statementTimeout?: number +} + +export interface DatabricksStartWarehouseParams extends DatabricksBaseParams { + warehouseId: string +} + +export interface DatabricksStopWarehouseParams extends DatabricksBaseParams { + warehouseId: string +} + +export interface DatabricksDeleteWarehouseParams extends DatabricksBaseParams { + warehouseId: string +} + +export interface DatabricksGenieCreateSpaceParams extends DatabricksBaseParams { + warehouseId: string + parentPath?: string + serializedSpace: string + title?: string + description?: string +} + +export interface DatabricksGenieUpdateSpaceParams extends DatabricksBaseParams { + spaceId: string + serializedSpace?: string + title?: string + description?: string + warehouseId?: string + etag?: string + parentPath?: string +} + +export interface DatabricksGenieDeleteSpaceParams extends DatabricksBaseParams { + spaceId: string +} + +export interface DatabricksGetStatementChunkParams extends DatabricksGetStatementParams { + chunkIndex: number +} + +export interface DatabricksGetStatementChunkResponse extends ToolResponse { + output: Pick< + DatabricksStatementResult, + 'data' | 'chunkIndex' | 'rowOffset' | 'rowCount' | 'nextChunkIndex' | 'nextChunkInternalLink' + > +} + +export interface DatabricksGetWarehouseParams extends DatabricksBaseParams { + warehouseId: string +} + +export interface DatabricksGetWarehouseResponse extends ToolResponse { + output: { warehouse: DatabricksListWarehousesResponse['output']['warehouses'][number] } +} + +export interface DatabricksGenieAgentCancelParams extends DatabricksBaseParams { + spaceId: string + conversationId: string + responseId: string +} + +export const WAREHOUSE_OUTPUT_PROPERTIES = { + jdbcUrl: { type: 'string', nullable: true, description: 'JDBC connection string' }, + odbcParams: { + type: 'object', + nullable: true, + description: 'ODBC connection settings', + properties: { + hostname: { type: 'string' }, + path: { type: 'string' }, + protocol: { type: 'string' }, + port: { type: 'number' }, + }, + }, + health: { + type: 'object', + nullable: true, + description: 'Warehouse health and failure reason', + properties: { + status: { type: 'string' }, + failure_reason: { + type: 'object', + properties: { + code: { type: 'string' }, + type: { type: 'string' }, + parameters: { type: 'object' }, + }, + }, + }, + }, + tags: { + type: 'object', + nullable: true, + description: 'Warehouse tags', + properties: { + custom_tags: { + type: 'array', + items: { + type: 'object', + properties: { key: { type: 'string' }, value: { type: 'string' } }, + }, + }, + }, + }, + enablePhoton: { type: 'boolean', nullable: true, description: 'Whether Photon is enabled' }, + spotInstancePolicy: { type: 'string', nullable: true, description: 'Spot instance policy' }, + channel: { + type: 'object', + nullable: true, + description: 'Warehouse release channel', + properties: { name: { type: 'string' } }, + }, + statementTimeout: { type: 'number', nullable: true, description: 'Statement timeout in seconds' }, + + warehouseId: { type: 'string', description: 'Unique warehouse identifier' }, + name: { type: 'string', description: 'Warehouse display name' }, + clusterSize: { + type: 'string', + description: 'Warehouse size (e.g., 2X-Small, Small, Medium, Large)', + }, + state: { + type: 'string', + description: 'Current state (STARTING, RUNNING, STOPPING, STOPPED, DELETING, DELETED)', + }, + warehouseType: { type: 'string', description: 'Warehouse type (CLASSIC, PRO)' }, + creatorName: { type: 'string', description: 'Email of the warehouse creator' }, + autoStopMinutes: { + type: 'number', + description: 'Minutes of inactivity before auto-stop (0 = disabled)', + }, + numClusters: { type: 'number', description: 'Current number of running clusters' }, + minNumClusters: { type: 'number', description: 'Minimum cluster count for scaling' }, + maxNumClusters: { type: 'number', description: 'Maximum cluster count for scaling' }, + numActiveSessions: { type: 'number', description: 'Number of active sessions' }, + enableServerlessCompute: { + type: 'boolean', + description: 'Whether serverless compute is enabled', + }, +} as const satisfies Record + +export const JOB_TASK_OUTPUT = { + type: 'array', + description: 'Task definitions and task run IDs; nested keys use Databricks API names', + items: { + type: 'object', + properties: { + task_key: { type: 'string', description: 'Task key' }, + run_id: { type: 'number', optional: true, description: 'Task run ID for Get Run Output' }, + description: { type: 'string', optional: true, description: 'Task description' }, + depends_on: { + type: 'array', + items: { + type: 'object', + properties: { + task_key: { type: 'string', description: 'Upstream task key' }, + outcome: { + type: 'string', + optional: true, + description: 'Required outcome of a condition task', + }, + }, + }, + }, + existing_cluster_id: { + type: 'string', + optional: true, + description: 'Existing compute cluster', + }, + job_cluster_key: { type: 'string', optional: true, description: 'Shared job cluster key' }, + notebook_task: { + type: 'object', + optional: true, + properties: { + notebook_path: { type: 'string', description: 'Notebook path' }, + source: { type: 'string', description: 'WORKSPACE or GIT' }, + base_parameters: { type: 'object', description: 'Notebook parameter map' }, + }, + }, + state: { + type: 'object', + optional: true, + properties: { + life_cycle_state: { type: 'string' }, + result_state: { type: 'string', optional: true }, + state_message: { type: 'string' }, + }, + }, + resolved_values: { + type: 'object', + optional: true, + description: + 'Resolved task parameters keyed by task type (notebook_task, spark_python_task, sql_task, and other task variants)', + }, + start_time: { + type: 'number', + optional: true, + description: 'Task start in epoch milliseconds', + }, + end_time: { type: 'number', optional: true, description: 'Task end in epoch milliseconds' }, + run_page_url: { type: 'string', optional: true, description: 'Task run URL' }, + }, + }, +} as const satisfies OutputProperty + +export const JOB_CLUSTERS_OUTPUT = { + type: 'array', + description: 'Shared job compute definitions', + items: { + type: 'object', + properties: { + job_cluster_key: { type: 'string', description: 'Cluster reference key' }, + new_cluster: { + type: 'object', + description: 'Cloud-dependent compute configuration', + properties: { + spark_version: { type: 'string' }, + node_type_id: { type: 'string' }, + num_workers: { type: 'number', optional: true }, + autoscale: { + type: 'object', + optional: true, + properties: { min_workers: { type: 'number' }, max_workers: { type: 'number' } }, + }, + }, + }, + }, + }, +} as const satisfies OutputProperty + +export const RUN_STATUS_OUTPUT_PROPERTIES = { + state: { type: 'string', description: 'Current lifecycle state' }, + termination_details: { + type: 'object', + optional: true, + properties: { + code: { type: 'string' }, + type: { type: 'string' }, + message: { type: 'string' }, + }, + }, + queue_details: { + type: 'object', + optional: true, + properties: { code: { type: 'string' }, message: { type: 'string' } }, + }, +} as const satisfies Record + +export const RUN_STATUS_OUTPUT = { + type: 'object', + nullable: true, + description: 'Run lifecycle and termination or queue details', + properties: RUN_STATUS_OUTPUT_PROPERTIES, +} as const satisfies OutputProperty diff --git a/apps/sim/tools/databricks/update_job.ts b/apps/sim/tools/databricks/update_job.ts new file mode 100644 index 00000000000..e1c7bcd2d18 --- /dev/null +++ b/apps/sim/tools/databricks/update_job.ts @@ -0,0 +1,61 @@ +import { filterUndefined } from '@sim/utils/object' +import type { DatabricksSuccessResponse, DatabricksUpdateJobParams } from '@/tools/databricks/types' +import { + DATABRICKS_AUTH_PARAMS, + databricksUrl, + parseDatabricksJson, + readDatabricksError, +} from '@/tools/databricks/utils' +import type { ToolConfig } from '@/tools/types' + +export const updateJobTool: ToolConfig = { + id: 'databricks_update_job', + name: 'Databricks Update Job', + description: + 'Merge selected settings into a Databricks job and optionally remove settings or tasks.', + version: '1.0.0', + params: { + ...DATABRICKS_AUTH_PARAMS, + jobId: { + type: 'number', + required: true, + visibility: 'user-or-llm', + description: 'Job identifier', + }, + newSettings: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'Job settings in Databricks API format; Update merges top-level fields and task keys, Reset replaces all settings', + }, + fieldsToRemove: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: 'Settings to remove, such as ["schedule", "tasks/task_key"]', + }, + }, + request: { + url: (params) => databricksUrl(params.host, `/api/2.2/jobs/update`), + method: 'POST', + headers: (params) => ({ + Authorization: `Bearer ${params.apiKey}`, + 'Content-Type': 'application/json', + }), + body: (params) => { + return filterUndefined({ + job_id: params.jobId, + new_settings: parseDatabricksJson(params.newSettings, 'newSettings', 'object'), + fields_to_remove: parseDatabricksJson(params.fieldsToRemove, 'fieldsToRemove', 'array'), + }) + }, + }, + transformResponse: async (response) => { + if (!response.ok) throw new Error(await readDatabricksError(response, 'Failed to update job')) + return { success: true, output: { success: true } } + }, + outputs: { + success: { type: 'boolean', description: 'Whether Databricks accepted the request' }, + }, +} diff --git a/apps/sim/tools/databricks/utils.ts b/apps/sim/tools/databricks/utils.ts index 95ae001dc07..f5f8c1141e6 100644 --- a/apps/sim/tools/databricks/utils.ts +++ b/apps/sim/tools/databricks/utils.ts @@ -1,13 +1,39 @@ +import { isRecordLike } from '@sim/utils/object' import { validateDatabricksWorkspaceHost } from '@/lib/core/security/input-validation' import type { DatabricksGenieAgentItem, DatabricksGenieMessage, DatabricksGenieSpace, + DatabricksListWarehousesResponse, DatabricksStatementResult, } from '@/tools/databricks/types' import type { ToolConfig } from '@/tools/types' import { safeUrlPathSegment } from '@/tools/url-path' +/** Omits blank optional controls so the provider can apply its defaults. */ +export function optionalDatabricksString(value: string | null | undefined): string | undefined { + return value?.trim() || undefined +} + +/** Parses structured API inputs from a code field or a resolved workflow value. */ +export function parseDatabricksJson( + value: unknown, + field: string, + shape: 'array' | 'object' +): Record | unknown[] | undefined { + if (value == null || value === '') return undefined + let parsed: unknown + try { + parsed = typeof value === 'string' ? JSON.parse(value) : value + } catch { + throw new Error(`${field} must be a valid JSON ${shape}`) + } + if (shape === 'array' ? !Array.isArray(parsed) : !isRecordLike(parsed)) { + throw new Error(`${field} must be a JSON ${shape}`) + } + return parsed as Record | unknown[] +} + /** Message states after which Genie will not change a chat-mode message further. */ export const GENIE_TERMINAL_STATUSES = new Set([ 'COMPLETED', @@ -216,9 +242,17 @@ export interface StatementResponsePayload { manifest?: { schema?: { columns?: Array<{ name?: string; position?: number; type_name?: string }> } total_row_count?: number + total_chunk_count?: number truncated?: boolean } - result?: { data_array?: Array> } + result?: { + data_array?: Array> + chunk_index?: number + row_offset?: number + row_count?: number + next_chunk_index?: number + next_chunk_internal_link?: string + } } /** @@ -231,7 +265,7 @@ export function mapStatementResult( if (statement?.status?.state === 'FAILED') { throw new Error( statement.status.error?.message || - `Genie query execution failed: ${statement.status.error?.error_code ?? 'UNKNOWN'}` + `SQL statement execution failed: ${statement.status.error?.error_code ?? 'UNKNOWN'}` ) } return { @@ -246,6 +280,12 @@ export function mapStatementResult( data: statement?.result?.data_array ?? null, totalRows: statement?.manifest?.total_row_count ?? null, truncated: statement?.manifest?.truncated ?? false, + totalChunks: statement?.manifest?.total_chunk_count ?? null, + chunkIndex: statement?.result?.chunk_index ?? null, + rowOffset: statement?.result?.row_offset ?? null, + rowCount: statement?.result?.row_count ?? null, + nextChunkIndex: statement?.result?.next_chunk_index ?? null, + nextChunkInternalLink: statement?.result?.next_chunk_internal_link ?? null, } } @@ -257,6 +297,7 @@ interface GenieSpacePayload { parent_path?: string create_time?: string update_time?: string + etag?: string } /** Maps a Genie space, leaving out the `serialized_space` export. */ @@ -269,6 +310,7 @@ export function mapGenieSpace(space: GenieSpacePayload): DatabricksGenieSpace { parentPath: space.parent_path ?? null, createTime: space.create_time ?? null, updateTime: space.update_time ?? null, + etag: space.etag ?? null, } } @@ -424,3 +466,50 @@ export function genieAgentErrorMessage(error: unknown): string { if (typeof message === 'string' && message) return message return error ? JSON.stringify(error) : 'Genie agent response failed' } + +/** Maps warehouse settings and health without returning the entire provider response. */ +export function mapWarehouse(warehouse: { + jdbc_url?: string + odbc_params?: Record + health?: Record + tags?: Record + enable_photon?: boolean + spot_instance_policy?: string + channel?: Record + statement_timeout?: number + id?: string + name?: string + cluster_size?: string + state?: string + warehouse_type?: string + creator_name?: string + auto_stop_mins?: number + num_clusters?: number + min_num_clusters?: number + max_num_clusters?: number + num_active_sessions?: number + enable_serverless_compute?: boolean +}): DatabricksListWarehousesResponse['output']['warehouses'][number] { + return { + jdbcUrl: warehouse.jdbc_url ?? null, + odbcParams: warehouse.odbc_params ?? null, + health: warehouse.health ?? null, + tags: warehouse.tags ?? null, + enablePhoton: warehouse.enable_photon ?? null, + spotInstancePolicy: warehouse.spot_instance_policy ?? null, + channel: warehouse.channel ?? null, + statementTimeout: warehouse.statement_timeout ?? null, + warehouseId: warehouse.id ?? '', + name: warehouse.name ?? '', + clusterSize: warehouse.cluster_size ?? '', + state: warehouse.state ?? 'UNKNOWN', + warehouseType: warehouse.warehouse_type ?? '', + creatorName: warehouse.creator_name ?? '', + autoStopMinutes: warehouse.auto_stop_mins ?? 0, + numClusters: warehouse.num_clusters ?? 0, + minNumClusters: warehouse.min_num_clusters ?? 0, + maxNumClusters: warehouse.max_num_clusters ?? 0, + numActiveSessions: warehouse.num_active_sessions ?? 0, + enableServerlessCompute: warehouse.enable_serverless_compute ?? false, + } +} diff --git a/apps/sim/tools/generated/tool-ids.ts b/apps/sim/tools/generated/tool-ids.ts index ced0c6d5e56..5f9ed0665ab 100644 --- a/apps/sim/tools/generated/tool-ids.ts +++ b/apps/sim/tools/generated/tool-ids.ts @@ -3,7 +3,7 @@ /** Every registered tool id, including versioned variants. */ const toolIds: string[] = JSON.parse( - '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","affinity_batch_update_entity_fields","affinity_batch_update_list_entry_fields","affinity_create_list","affinity_create_list_field_dropdown_option","affinity_create_merge","affinity_create_note","affinity_create_reminder","affinity_delete_list_field_dropdown_option","affinity_delete_note","affinity_get_company","affinity_get_current_user","affinity_get_entity_field_value","affinity_get_list","affinity_get_list_entry","affinity_get_list_entry_field","affinity_get_list_field_dropdown_option","affinity_get_merge","affinity_get_merge_task","affinity_get_note","affinity_get_opportunity","affinity_get_person","affinity_get_saved_view","affinity_get_transcript","affinity_get_user","affinity_list_calls","affinity_list_chat_messages","affinity_list_companies","affinity_list_coworker_connections","affinity_list_emails","affinity_list_entity_field_values","affinity_list_entity_list_entries","affinity_list_entity_lists","affinity_list_entity_notes","affinity_list_entity_relationships","affinity_list_field_dropdown_options","affinity_list_field_metadata","affinity_list_field_value_changes","affinity_list_investor_executive_connections","affinity_list_list_entries","affinity_list_list_entry_field_value_changes","affinity_list_list_entry_fields","affinity_list_list_field_dropdown_options","affinity_list_list_fields","affinity_list_lists","affinity_list_meetings","affinity_list_merge_tasks","affinity_list_merges","affinity_list_note_attached_companies","affinity_list_note_attached_opportunities","affinity_list_note_attached_persons","affinity_list_note_replies","affinity_list_notes","affinity_list_opportunities","affinity_list_persons","affinity_list_reminders","affinity_list_saved_view_entries","affinity_list_saved_views","affinity_list_transcript_fragments","affinity_list_transcripts","affinity_list_users","affinity_search_companies","affinity_search_files","affinity_search_list_entries","affinity_search_notes","affinity_search_persons","affinity_semantic_search","affinity_update_entity_field_value","affinity_update_list_entry_field","affinity_update_list_field_dropdown_option","affinity_update_note","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_async_status","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_list_tables","agiloft_lock_record","agiloft_nlp_search","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_run_action_button","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","agiloft_upsert_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_anonymize_candidate","ashby_change_application_source","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_delete_application","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_get_opening","ashby_list_application_feedback","ashby_list_application_history","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interview_plans","ashby_list_interview_stages","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_search_jobs","ashby_search_openings","ashby_search_users","ashby_set_custom_field_value","ashby_set_custom_field_values","ashby_transfer_application","ashby_update_candidate","ashby_upload_candidate_file","ashby_upload_resume","athena_batch_get_named_query","athena_batch_get_prepared_statement","athena_batch_get_query_execution","athena_create_named_query","athena_create_prepared_statement","athena_delete_named_query","athena_delete_prepared_statement","athena_get_data_catalog","athena_get_database","athena_get_named_query","athena_get_prepared_statement","athena_get_query_execution","athena_get_query_results","athena_get_query_runtime_statistics","athena_get_table_metadata","athena_get_work_group","athena_list_data_catalogs","athena_list_databases","athena_list_named_queries","athena_list_prepared_statements","athena_list_query_executions","athena_list_table_metadata","athena_list_work_groups","athena_start_query","athena_stop_query","athena_update_named_query","athena_update_prepared_statement","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_data_explorer_create_table","azure_data_explorer_drop_table","azure_data_explorer_ingest_from_query","azure_data_explorer_ingest_inline","azure_data_explorer_list_databases","azure_data_explorer_list_functions","azure_data_explorer_list_tables","azure_data_explorer_management","azure_data_explorer_query","azure_data_explorer_show_database_schema","azure_data_explorer_show_ingestion_failures","azure_data_explorer_show_operations","azure_data_explorer_show_table_details","azure_data_explorer_show_table_schema","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","bitbucket_approve_pull_request","bitbucket_create_branch","bitbucket_create_pull_request","bitbucket_create_pull_request_comment","bitbucket_decline_pull_request","bitbucket_delete_branch","bitbucket_get_commit","bitbucket_get_file","bitbucket_get_file_metadata","bitbucket_get_pipeline","bitbucket_get_pipeline_step_log","bitbucket_get_pull_request","bitbucket_get_pull_request_diff","bitbucket_get_pull_request_diffstat","bitbucket_get_pull_request_merge_task_status","bitbucket_get_repository","bitbucket_list_branches","bitbucket_list_commits","bitbucket_list_directory","bitbucket_list_pipeline_steps","bitbucket_list_pipelines","bitbucket_list_pull_request_comments","bitbucket_list_pull_request_commit_statuses","bitbucket_list_pull_requests","bitbucket_list_repositories","bitbucket_list_workspaces","bitbucket_merge_pull_request","bitbucket_request_pull_request_changes","bitbucket_stop_pipeline","bitbucket_trigger_pipeline","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_download_file_v2","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_aggregated_post_metrics","buffer_get_channel","buffer_get_channels","buffer_get_daily_posting_limits","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_event_invitee","calendly_create_invitee_no_show","calendly_create_scheduling_link","calendly_create_webhook","calendly_delete_invitee_no_show","calendly_delete_webhook","calendly_get_current_user","calendly_get_event_invitee","calendly_get_event_type","calendly_get_scheduled_event","calendly_get_user","calendly_list_event_invitees","calendly_list_event_type_available_times","calendly_list_event_types","calendly_list_organization_memberships","calendly_list_routing_form_submissions","calendly_list_routing_forms","calendly_list_scheduled_events","calendly_list_user_availability_schedules","calendly_list_user_busy_times","calendly_list_webhooks","cbinsights_chat","cbinsights_get_commercial_maturity_history","cbinsights_get_exit_probability_history","cbinsights_get_mosaic_history","cbinsights_get_org_business_relationships","cbinsights_get_org_funding_window","cbinsights_get_org_fundings","cbinsights_get_org_investments","cbinsights_get_org_management_and_board","cbinsights_get_org_outlook","cbinsights_get_org_portfolio_exits","cbinsights_get_org_revenue","cbinsights_get_scouting_report","cbinsights_get_strategy_map","cbinsights_list_business_relationships","cbinsights_list_funding_window","cbinsights_list_fundings","cbinsights_list_investments","cbinsights_list_management_and_board","cbinsights_list_outlook","cbinsights_list_portfolio_exits","cbinsights_list_revenue","cbinsights_lookup_organizations","cbinsights_rag","cbinsights_search_firmographics","checkr_add_report_tag","checkr_apply_report_review_action","checkr_cancel_adverse_action","checkr_cancel_continuous_check","checkr_cancel_invitation","checkr_cancel_subscription","checkr_complete_report","checkr_create_adverse_action","checkr_create_candidate","checkr_create_continuous_check","checkr_create_geo","checkr_create_invitation","checkr_create_report","checkr_create_subscription","checkr_delete_candidate_pii","checkr_delete_geo","checkr_get_account","checkr_get_adverse_action","checkr_get_candidate","checkr_get_continuous_check","checkr_get_document","checkr_get_geo","checkr_get_invitation","checkr_get_node","checkr_get_package","checkr_get_program","checkr_get_report","checkr_get_report_eta","checkr_get_report_progressive_status","checkr_get_report_tags","checkr_get_screening","checkr_get_subscription","checkr_get_verification","checkr_list_adverse_actions","checkr_list_adverse_items","checkr_list_assessments","checkr_list_candidate_documents","checkr_list_candidates","checkr_list_continuous_checks","checkr_list_counties","checkr_list_geos","checkr_list_invitations","checkr_list_nodes","checkr_list_packages","checkr_list_programs","checkr_list_report_addresses","checkr_list_subscriptions","checkr_list_users","checkr_list_verifications","checkr_remove_report_tag","checkr_set_report_tags","checkr_update_candidate","checkr_update_continuous_check","checkr_update_geo","checkr_update_report","checkr_update_subscription","circleback_add_tag_to_meetings","circleback_create_tag","circleback_delete_action_item","circleback_delete_meeting","circleback_delete_tag","circleback_get_company","circleback_get_meeting","circleback_get_person","circleback_get_transcript","circleback_list_action_items","circleback_list_calendar_events","circleback_list_companies","circleback_list_meetings","circleback_list_people","circleback_list_tags","circleback_remove_tag_from_meetings","circleback_search_meetings","circleback_update_action_item","circleback_update_meeting","circleback_update_tag","clay_populate","clerk_add_organization_member","clerk_ban_user","clerk_create_actor_token","clerk_create_allowlist_identifier","clerk_create_blocklist_identifier","clerk_create_organization","clerk_create_organization_invitation","clerk_create_user","clerk_delete_allowlist_identifier","clerk_delete_blocklist_identifier","clerk_delete_organization","clerk_delete_user","clerk_get_jwt_template","clerk_get_organization","clerk_get_session","clerk_get_user","clerk_get_user_oauth_token","clerk_list_allowlist_identifiers","clerk_list_blocklist_identifiers","clerk_list_jwt_templates","clerk_list_organization_invitations","clerk_list_organization_memberships","clerk_list_organizations","clerk_list_sessions","clerk_list_users","clerk_lock_user","clerk_remove_organization_member","clerk_revoke_actor_token","clerk_revoke_session","clerk_unban_user","clerk_unlock_user","clerk_update_organization","clerk_update_organization_membership","clerk_update_user","clickhouse_count_rows","clickhouse_create_database","clickhouse_create_table","clickhouse_delete","clickhouse_describe_table","clickhouse_drop_database","clickhouse_drop_partition","clickhouse_drop_table","clickhouse_execute","clickhouse_insert","clickhouse_insert_rows","clickhouse_introspect","clickhouse_kill_query","clickhouse_list_clusters","clickhouse_list_databases","clickhouse_list_mutations","clickhouse_list_partitions","clickhouse_list_running_queries","clickhouse_list_tables","clickhouse_optimize_table","clickhouse_query","clickhouse_rename_table","clickhouse_show_create_table","clickhouse_table_stats","clickhouse_truncate_table","clickhouse_update","clickup_add_tag_to_task","clickup_create_checklist","clickup_create_checklist_item","clickup_create_comment","clickup_create_folder","clickup_create_list","clickup_create_task","clickup_create_time_entry","clickup_delete_checklist","clickup_delete_checklist_item","clickup_delete_comment","clickup_delete_task","clickup_delete_time_entry","clickup_get_comments","clickup_get_custom_fields","clickup_get_folders","clickup_get_list_members","clickup_get_lists","clickup_get_running_timer","clickup_get_space_tags","clickup_get_spaces","clickup_get_task","clickup_get_task_members","clickup_get_tasks","clickup_get_time_entries","clickup_get_workspaces","clickup_remove_custom_field_value","clickup_remove_tag_from_task","clickup_search_tasks","clickup_set_custom_field_value","clickup_start_timer","clickup_stop_timer","clickup_update_checklist","clickup_update_checklist_item","clickup_update_comment","clickup_update_task","clickup_update_time_entry","clickup_upload_attachment","cloudflare_create_access_application","cloudflare_create_access_policy","cloudflare_create_access_service_token","cloudflare_create_dns_record","cloudflare_create_r2_bucket","cloudflare_create_rate_limit_rule","cloudflare_create_ruleset","cloudflare_create_ruleset_rule","cloudflare_create_zone","cloudflare_delete_access_application","cloudflare_delete_access_policy","cloudflare_delete_dns_record","cloudflare_delete_r2_bucket","cloudflare_delete_ruleset_rule","cloudflare_delete_zone","cloudflare_dns_analytics","cloudflare_get_access_application","cloudflare_get_r2_bucket","cloudflare_get_ruleset","cloudflare_get_ruleset_entrypoint","cloudflare_get_tunnel","cloudflare_get_tunnel_configuration","cloudflare_get_worker_script_settings","cloudflare_get_zone","cloudflare_get_zone_settings","cloudflare_list_access_applications","cloudflare_list_access_groups","cloudflare_list_access_identity_providers","cloudflare_list_access_policies","cloudflare_list_access_service_tokens","cloudflare_list_certificates","cloudflare_list_dns_records","cloudflare_list_managed_ruleset_overrides","cloudflare_list_r2_buckets","cloudflare_list_rate_limit_rules","cloudflare_list_rulesets","cloudflare_list_tunnels","cloudflare_list_worker_routes","cloudflare_list_worker_scripts","cloudflare_list_zones","cloudflare_purge_cache","cloudflare_revoke_access_service_token","cloudflare_update_access_application","cloudflare_update_access_policy","cloudflare_update_dns_record","cloudflare_update_rate_limit_rule","cloudflare_update_ruleset_rule","cloudflare_update_zone_setting","cloudformation_cancel_update_stack","cloudformation_create_change_set","cloudformation_create_stack","cloudformation_delete_stack","cloudformation_describe_change_set","cloudformation_describe_stack_drift_detection_status","cloudformation_describe_stack_events","cloudformation_describe_stacks","cloudformation_detect_stack_drift","cloudformation_execute_change_set","cloudformation_get_template","cloudformation_get_template_summary","cloudformation_list_stack_resources","cloudformation_update_stack","cloudformation_validate_template","cloudtrail_cancel_query","cloudtrail_describe_query","cloudtrail_describe_trails","cloudtrail_get_event_data_store","cloudtrail_get_event_selectors","cloudtrail_get_insight_selectors","cloudtrail_get_query_results","cloudtrail_get_trail","cloudtrail_get_trail_status","cloudtrail_list_event_data_stores","cloudtrail_list_tags","cloudtrail_list_trails","cloudtrail_lookup_events","cloudtrail_start_query","cloudwatch_describe_alarm_history","cloudwatch_describe_alarms","cloudwatch_describe_log_groups","cloudwatch_describe_log_streams","cloudwatch_filter_log_events","cloudwatch_get_log_events","cloudwatch_get_metric_statistics","cloudwatch_list_metrics","cloudwatch_mute_alarm","cloudwatch_put_log_group_retention","cloudwatch_put_metric_data","cloudwatch_query_logs","cloudwatch_unmute_alarm","coda_add_custom_domain","coda_add_permission","coda_change_user_role","coda_create_doc","coda_create_folder","coda_create_page","coda_delete_custom_domain","coda_delete_doc","coda_delete_folder","coda_delete_page","coda_delete_page_content","coda_delete_permission","coda_delete_row","coda_delete_rows","coda_export_page","coda_get_acl_settings","coda_get_analytics_last_updated","coda_get_column","coda_get_control","coda_get_custom_domain_provider","coda_get_doc","coda_get_doc_analytics_summary","coda_get_folder","coda_get_formula","coda_get_mutation_status","coda_get_page","coda_get_page_content","coda_get_page_export_status","coda_get_row","coda_get_sharing_metadata","coda_get_table","coda_list_categories","coda_list_columns","coda_list_controls","coda_list_custom_domains","coda_list_doc_analytics","coda_list_docs","coda_list_folder_children","coda_list_folders","coda_list_formulas","coda_list_page_analytics","coda_list_pages","coda_list_permissions","coda_list_rows","coda_list_tables","coda_list_workspace_members","coda_list_workspace_roles","coda_publish_doc","coda_push_button","coda_resolve_browser_link","coda_search_principals","coda_trigger_automation","coda_unpublish_doc","coda_update_acl_settings","coda_update_doc","coda_update_folder","coda_update_page","coda_update_row","coda_upsert_rows","coda_whoami","codepipeline_disable_stage_transition","codepipeline_enable_stage_transition","codepipeline_get_pipeline","codepipeline_get_pipeline_execution","codepipeline_get_pipeline_state","codepipeline_list_action_executions","codepipeline_list_pipeline_executions","codepipeline_list_pipelines","codepipeline_put_approval_result","codepipeline_retry_stage_execution","codepipeline_start_execution","codepipeline_stop_execution","confluence_add_label","confluence_create_blogpost","confluence_create_comment","confluence_create_page","confluence_create_page_property","confluence_create_space","confluence_create_space_property","confluence_delete_attachment","confluence_delete_blogpost","confluence_delete_comment","confluence_delete_label","confluence_delete_page","confluence_delete_page_property","confluence_delete_space","confluence_delete_space_property","confluence_get_blogpost","confluence_get_page_ancestors","confluence_get_page_children","confluence_get_page_descendants","confluence_get_page_version","confluence_get_pages_by_label","confluence_get_space","confluence_get_task","confluence_get_user","confluence_list_attachments","confluence_list_blogposts","confluence_list_blogposts_in_space","confluence_list_comments","confluence_list_labels","confluence_list_page_properties","confluence_list_page_versions","confluence_list_pages_in_space","confluence_list_space_labels","confluence_list_space_permissions","confluence_list_space_properties","confluence_list_spaces","confluence_list_tasks","confluence_retrieve","confluence_search","confluence_search_in_space","confluence_update","confluence_update_blogpost","confluence_update_comment","confluence_update_space","confluence_update_task","confluence_upload_attachment","context_dev_classify_naics","context_dev_classify_sic","context_dev_crawl","context_dev_extract","context_dev_extract_product","context_dev_extract_products","context_dev_get_brand","context_dev_get_brand_by_email","context_dev_get_brand_by_name","context_dev_get_brand_by_ticker","context_dev_identify_transaction","context_dev_map","context_dev_scrape_fonts","context_dev_scrape_html","context_dev_scrape_images","context_dev_scrape_markdown","context_dev_scrape_styleguide","context_dev_screenshot","context_dev_search","convex_action","convex_document_deltas","convex_list_documents","convex_list_tables","convex_mutation","convex_query","convex_run_function","crowdstrike_create_indicators","crowdstrike_delete_indicators","crowdstrike_delete_rtr_session","crowdstrike_execute_rtr_command","crowdstrike_get_alert_details","crowdstrike_get_case_details","crowdstrike_get_host_group_details","crowdstrike_get_indicator_details","crowdstrike_get_rtr_command_status","crowdstrike_get_sensor_aggregates","crowdstrike_get_sensor_details","crowdstrike_get_vulnerability_details","crowdstrike_init_rtr_session","crowdstrike_perform_host_action","crowdstrike_perform_host_group_action","crowdstrike_query_alerts","crowdstrike_query_cases","crowdstrike_query_host_groups","crowdstrike_query_indicators","crowdstrike_query_sensors","crowdstrike_query_vulnerabilities","crowdstrike_update_alerts","crowdstrike_update_indicators","crunchbase_autocomplete","crunchbase_get_acquisition","crunchbase_get_entity","crunchbase_get_entity_card","crunchbase_get_fields_metadata","crunchbase_get_funding_round","crunchbase_get_organization","crunchbase_get_person","crunchbase_list_deleted_entities","crunchbase_search_acquisitions","crunchbase_search_entities","crunchbase_search_funding_rounds","crunchbase_search_organizations","crunchbase_search_people","cursor_add_followup","cursor_add_followup_v2","cursor_delete_agent","cursor_delete_agent_v2","cursor_download_artifact","cursor_download_artifact_v2","cursor_get_agent","cursor_get_agent_v2","cursor_get_api_key_info","cursor_get_api_key_info_v2","cursor_get_conversation","cursor_get_conversation_v2","cursor_launch_agent","cursor_launch_agent_v2","cursor_list_agents","cursor_list_agents_v2","cursor_list_artifacts","cursor_list_artifacts_v2","cursor_list_models","cursor_list_models_v2","cursor_list_repositories","cursor_list_repositories_v2","cursor_stop_agent","cursor_stop_agent_v2","dagster_delete_run","dagster_get_asset","dagster_get_run","dagster_get_run_logs","dagster_launch_run","dagster_list_assets","dagster_list_jobs","dagster_list_runs","dagster_list_schedules","dagster_list_sensors","dagster_materialize_assets","dagster_reexecute_run","dagster_report_asset_materialization","dagster_start_schedule","dagster_start_sensor","dagster_stop_schedule","dagster_stop_sensor","dagster_terminate_run","dagster_wipe_asset","databricks_cancel_run","databricks_execute_sql","databricks_genie_agent_ask","databricks_genie_agent_list_items","databricks_genie_ask","databricks_genie_delete_conversation","databricks_genie_delete_message","databricks_genie_download_visualization","databricks_genie_execute_query","databricks_genie_get_message","databricks_genie_get_query_result","databricks_genie_get_space","databricks_genie_list_conversations","databricks_genie_list_messages","databricks_genie_list_spaces","databricks_genie_send_feedback","databricks_get_cluster","databricks_get_job","databricks_get_run","databricks_get_run_output","databricks_get_statement","databricks_list_clusters","databricks_list_jobs"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er","iam_list_access_keys","iam_list_attached_role_policies","iam_list_attached_user_policies","iam_list_groups","iam_list_policies","iam_list_roles","iam_list_users","iam_remove_user_from_group","iam_simulate_principal_policy","iam_update_access_key","icypeas_find_email","icypeas_verify_email","identity_center_check_assignment_deletion_status","identity_center_check_assignment_status","identity_center_create_account_assignment","identity_center_delete_account_assignment","identity_center_describe_account","identity_center_describe_group","identity_center_describe_user","identity_center_get_group","identity_center_get_user","identity_center_list_account_assignments","identity_center_list_accounts","identity_center_list_assignments_for_account","identity_center_list_group_memberships","identity_center_list_groups","identity_center_list_instances","identity_center_list_permission_sets","image_generate","incidentio_actions_create","incidentio_actions_list","incidentio_actions_show","incidentio_actions_update","incidentio_alert_events_create","incidentio_alerts_list","incidentio_alerts_resolve","incidentio_alerts_show","incidentio_catalog_entries_list","incidentio_catalog_types_list","incidentio_custom_fields_create","incidentio_custom_fields_delete","incidentio_custom_fields_list","incidentio_custom_fields_show","incidentio_custom_fields_update","incidentio_escalation_paths_create","incidentio_escalation_paths_delete","incidentio_escalation_paths_list","incidentio_escalation_paths_show","incidentio_escalation_paths_update","incidentio_escalations_cancel","incidentio_escalations_create","incidentio_escalations_list","incidentio_escalations_show","incidentio_follow_ups_create","incidentio_follow_ups_list","incidentio_follow_ups_show","incidentio_follow_ups_update","incidentio_incident_alerts_list","incidentio_incident_memberships_create","incidentio_incident_memberships_revoke","incidentio_incident_participants_list","incidentio_incident_roles_create","incidentio_incident_roles_delete","incidentio_incident_roles_list","incidentio_incident_roles_show","incidentio_incident_roles_update","incidentio_incident_statuses_list","incidentio_incident_timestamps_list","incidentio_incident_timestamps_show","incidentio_incident_types_list","incidentio_incident_updates_list","incidentio_incidents_create","incidentio_incidents_list","incidentio_incidents_show","incidentio_incidents_update","incidentio_on_call_now","incidentio_schedule_entries_list","incidentio_schedule_overrides_create","incidentio_schedule_overrides_list","incidentio_schedules_create","incidentio_schedules_delete","incidentio_schedules_list","incidentio_schedules_show","incidentio_schedules_update","incidentio_severities_list","incidentio_teams_list","incidentio_teams_show","incidentio_users_list","incidentio_users_show","incidentio_workflows_create","incidentio_workflows_delete","incidentio_workflows_list","incidentio_workflows_show","incidentio_workflows_update","infisical_create_secret","infisical_delete_secret","infisical_get_secret","infisical_list_secrets","infisical_update_secret","instagram_delete_comment","instagram_download_media","instagram_get_account_insights","instagram_get_container_status","instagram_get_conversation_messages","instagram_get_media","instagram_get_media_insights","instagram_get_message","instagram_get_profile","instagram_get_publishing_limit","instagram_hide_comment","instagram_list_comments","instagram_list_conversations","instagram_list_media","instagram_list_stories","instagram_private_reply","instagram_publish_carousel","instagram_publish_image","instagram_publish_reel","instagram_publish_story","instagram_publish_video","instagram_reply_to_comment","instagram_send_text_message","instagram_set_comments_enabled","instantly_activate_campaign","instantly_create_campaign","instantly_create_lead","instantly_create_lead_list","instantly_delete_campaign","instantly_delete_leads","instantly_get_lead","instantly_list_campaigns","instantly_list_emails","instantly_list_lead_lists","instantly_list_leads","instantly_patch_campaign","instantly_patch_lead","instantly_pause_campaign","instantly_reply_to_email","instantly_update_lead_interest_status","intercom_assign_conversation_v2","intercom_attach_contact_to_company_v2","intercom_close_conversation_v2","intercom_create_company","intercom_create_company_v2","intercom_create_contact","intercom_create_contact_v2","intercom_create_event_v2","intercom_create_message","intercom_create_message_v2","intercom_create_note_v2","intercom_create_tag_v2","intercom_create_ticket","intercom_create_ticket_v2","intercom_delete_contact","intercom_delete_contact_v2","intercom_detach_contact_from_company_v2","intercom_get_company","intercom_get_company_v2","intercom_get_contact","intercom_get_contact_v2","intercom_get_conversation","intercom_get_conversation_v2","intercom_get_ticket","intercom_get_ticket_v2","intercom_list_admins_v2","intercom_list_companies","intercom_list_companies_v2","intercom_list_contacts","intercom_list_contacts_v2","intercom_list_conversations","intercom_list_conversations_v2","intercom_list_tags_v2","intercom_open_conversation_v2","intercom_reply_conversation","intercom_reply_conversation_v2","intercom_search_contacts","intercom_search_contacts_v2","intercom_search_conversations","intercom_search_conversations_v2","intercom_snooze_conversation_v2","intercom_tag_contact_v2","intercom_tag_conversation_v2","intercom_untag_contact_v2","intercom_update_contact","intercom_update_contact_v2","intercom_update_ticket_v2","intune_get_compliance_policy","intune_get_detected_app","intune_get_device","intune_get_device_configuration","intune_list_app_devices","intune_list_compliance_policies","intune_list_compliance_policy_device_statuses","intune_list_detected_apps","intune_list_device_configurations","intune_list_devices","intune_reboot_device","intune_remote_lock_device","intune_retire_device","intune_sync_device","jina_read_url","jina_search","jira_add_attachment","jira_add_comment","jira_add_watcher","jira_add_worklog","jira_assign_issue","jira_bulk_read","jira_create_issue_link","jira_delete_attachment","jira_delete_comment","jira_delete_issue","jira_delete_issue_link","jira_delete_worklog","jira_get_attachments","jira_get_comments","jira_get_fields","jira_get_project","jira_get_transitions","jira_get_users","jira_get_worklogs","jira_list_issue_types","jira_list_projects","jira_remove_watcher","jira_retrieve","jira_search_issues","jira_search_users","jira_transition_issue","jira_update","jira_update_comment","jira_update_worklog","jira_write","jotform_add_label_resources","jotform_clone_form","jotform_create_form","jotform_create_label","jotform_create_question","jotform_create_questions","jotform_create_report","jotform_create_submission","jotform_create_submissions","jotform_create_webhook","jotform_delete_form","jotform_delete_label","jotform_delete_question","jotform_delete_report","jotform_delete_submission","jotform_delete_webhook","jotform_get_form","jotform_get_form_properties","jotform_get_history","jotform_get_label","jotform_get_question","jotform_get_report","jotform_get_settings","jotform_get_submission","jotform_get_usage","jotform_get_user","jotform_list_form_files","jotform_list_form_reports","jotform_list_form_submissions","jotform_list_forms","jotform_list_label_resources","jotform_list_labels","jotform_list_questions","jotform_list_reports","jotform_list_submissions","jotform_list_subusers","jotform_list_webhooks","jotform_remove_label_resources","jotform_update_form_properties","jotform_update_label","jotform_update_question","jotform_update_settings","jotform_update_submission","jsm_add_comment","jsm_add_customer","jsm_add_organization","jsm_add_participants","jsm_answer_approval","jsm_attach_form","jsm_copy_forms","jsm_create_object","jsm_create_organization","jsm_create_request","jsm_delete_form","jsm_delete_object","jsm_externalise_form","jsm_get_approvals","jsm_get_comments","jsm_get_customers","jsm_get_form","jsm_get_form_answers","jsm_get_form_structure","jsm_get_form_templates","jsm_get_issue_forms","jsm_get_object","jsm_get_object_schema","jsm_get_object_type_attributes","jsm_get_organizations","jsm_get_participants","jsm_get_queues","jsm_get_request","jsm_get_request_type_fields","jsm_get_request_types","jsm_get_requests","jsm_get_service_desks","jsm_get_sla","jsm_get_transitions","jsm_internalise_form","jsm_list_object_schemas","jsm_list_object_types","jsm_reopen_form","jsm_save_form_answers","jsm_search_objects_aql","jsm_submit_form","jsm_transition_request","jsm_update_object","jupyter_copy_content","jupyter_create_file","jupyter_create_session","jupyter_delete_content","jupyter_delete_session","jupyter_get_content","jupyter_get_content_v2","jupyter_interrupt_kernel","jupyter_list_contents","jupyter_list_kernels","jupyter_list_kernelspecs","jupyter_list_sessions","jupyter_rename_content","jupyter_restart_kernel","jupyter_start_kernel","jupyter_stop_kernel","jupyter_upload_file","kalshi_amend_order","kalshi_amend_order_v2","kalshi_cancel_order","kalshi_cancel_order_v2","kalshi_create_order","kalshi_create_order_v2","kalshi_get_balance","kalshi_get_balance_v2","kalshi_get_candlesticks","kalshi_get_candlesticks_v2","kalshi_get_event","kalshi_get_event_candlesticks","kalshi_get_event_candlesticks_v2","kalshi_get_event_v2","kalshi_get_events","kalshi_get_events_v2","kalshi_get_exchange_announcements","kalshi_get_exchange_announcements_v2","kalshi_get_exchange_schedule","kalshi_get_exchange_schedule_v2","kalshi_get_exchange_status","kalshi_get_exchange_status_v2","kalshi_get_fills","kalshi_get_fills_v2","kalshi_get_market","kalshi_get_market_v2","kalshi_get_markets","kalshi_get_markets_v2","kalshi_get_order","kalshi_get_order_v2","kalshi_get_orderbook","kalshi_get_orderbook_v2","kalshi_get_orders","kalshi_get_orders_v2","kalshi_get_positions","kalshi_get_positions_v2","kalshi_get_series_by_ticker","kalshi_get_series_by_ticker_v2","kalshi_get_series_list","kalshi_ge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sk_create_user","zendesk_create_users_bulk","zendesk_delete_organization","zendesk_delete_ticket","zendesk_delete_user","zendesk_get_current_user","zendesk_get_organization","zendesk_get_organizations","zendesk_get_ticket","zendesk_get_tickets","zendesk_get_user","zendesk_get_users","zendesk_merge_tickets","zendesk_search","zendesk_search_count","zendesk_search_users","zendesk_update_organization","zendesk_update_ticket","zendesk_update_tickets_bulk","zendesk_update_user","zendesk_update_users_bulk","zep_add_messages","zep_add_user","zep_create_thread","zep_delete_thread","zep_get_context","zep_get_messages","zep_get_threads","zep_get_user","zep_get_user_threads","zerobounce_get_credits","zerobounce_verify_email","zoho_desk_add_comment","zoho_desk_get_attachment","zoho_desk_get_contact","zoho_desk_get_thread","zoho_desk_get_ticket","zoho_desk_list_comments","zoho_desk_list_organizations","zoho_desk_list_threads","zoho_desk_list_tickets","zoho_desk_update_ticket","zoom_create_meeting","zoom_delete_meeting","zoom_delete_recording","zoom_get_meeting","zoom_get_meeting_invitation","zoom_get_meeting_recordings","zoom_list_meetings","zoom_list_past_participants","zoom_list_recordings","zoom_update_meeting","zoominfo_enrich_companies","zoominfo_enrich_contacts","zoominfo_search_companies","zoominfo_search_contacts","zoominfo_search_intent","zoominfo_search_news"]' + '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","affinity_batch_update_entity_fields","affinity_batch_update_list_entry_fields","affinity_create_list","affinity_create_list_field_dropdown_option","affinity_create_merge","affinity_create_note","affinity_create_reminder","affinity_delete_list_field_dropdown_option","affinity_delete_note","affinity_get_company","affinity_get_current_user","affinity_get_entity_field_value","affinity_get_list","affinity_get_list_entry","affinity_get_list_entry_field","affinity_get_list_field_dropdown_option","affinity_get_merge","affinity_get_merge_task","affinity_get_note","affinity_get_opportunity","affinity_get_person","affinity_get_saved_view","affinity_get_transcript","affinity_get_user","affinity_list_calls","affinity_list_chat_messages","affinity_list_companies","affinity_list_coworker_connections","affinity_list_emails","affinity_list_entity_field_values","affinity_list_entity_list_entries","affinity_list_entity_lists","affinity_list_entity_notes","affinity_list_entity_relationships","affinity_list_field_dropdown_options","affinity_list_field_metadata","affinity_list_field_value_changes","affinity_list_investor_executive_connections","affinity_list_list_entries","affinity_list_list_entry_field_value_changes","affinity_list_list_entry_fields","affinity_list_list_field_dropdown_options","affinity_list_list_fields","affinity_list_lists","affinity_list_meetings","affinity_list_merge_tasks","affinity_list_merges","affinity_list_note_attached_companies","affinity_list_note_attached_opportunities","affinity_list_note_attached_persons","affinity_list_note_replies","affinity_list_notes","affinity_list_opportunities","affinity_list_persons","affinity_list_reminders","affinity_list_saved_view_entries","affinity_list_saved_views","affinity_list_transcript_fragments","affinity_list_transcripts","affinity_list_users","affinity_search_companies","affinity_search_files","affinity_search_list_entries","affinity_search_notes","affinity_search_persons","affinity_semantic_search","affinity_update_entity_field_value","affinity_update_list_entry_field","affinity_update_list_field_dropdown_option","affinity_update_note","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_async_status","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_list_tables","agiloft_lock_record","agiloft_nlp_search","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_run_action_button","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","agiloft_upsert_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_anonymize_candidate","ashby_change_application_source","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_delete_application","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_get_opening","ashby_list_application_feedback","ashby_list_application_history","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interview_plans","ashby_list_interview_stages","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_search_jobs","ashby_search_openings","ashby_search_users","ashby_set_custom_field_value","ashby_set_custom_field_values","ashby_transfer_application","ashby_update_candidate","ashby_upload_candidate_file","ashby_upload_resume","athena_batch_get_named_query","athena_batch_get_prepared_statement","athena_batch_get_query_execution","athena_create_named_query","athena_create_prepared_statement","athena_delete_named_query","athena_delete_prepared_statement","athena_get_data_catalog","athena_get_database","athena_get_named_query","athena_get_prepared_statement","athena_get_query_execution","athena_get_query_results","athena_get_query_runtime_statistics","athena_get_table_metadata","athena_get_work_group","athena_list_data_catalogs","athena_list_databases","athena_list_named_queries","athena_list_prepared_statements","athena_list_query_executions","athena_list_table_metadata","athena_list_work_groups","athena_start_query","athena_stop_query","athena_update_named_query","athena_update_prepared_statement","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_data_explorer_create_table","azure_data_explorer_drop_table","azure_data_explorer_ingest_from_query","azure_data_explorer_ingest_inline","azure_data_explorer_list_databases","azure_data_explorer_list_functions","azure_data_explorer_list_tables","azure_data_explorer_management","azure_data_explorer_query","azure_data_explorer_show_database_schema","azure_data_explorer_show_ingestion_failures","azure_data_explorer_show_operations","azure_data_explorer_show_table_details","azure_data_explorer_show_table_schema","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","bitbucket_approve_pull_request","bitbucket_create_branch","bitbucket_create_pull_request","bitbucket_create_pull_request_comment","bitbucket_decline_pull_request","bitbucket_delete_branch","bitbucket_get_commit","bitbucket_get_file","bitbucket_get_file_metadata","bitbucket_get_pipeline","bitbucket_get_pipeline_step_log","bitbucket_get_pull_request","bitbucket_get_pull_request_diff","bitbucket_get_pull_request_diffstat","bitbucket_get_pull_request_merge_task_status","bitbucket_get_repository","bitbucket_list_branches","bitbucket_list_commits","bitbucket_list_directory","bitbucket_list_pipeline_steps","bitbucket_list_pipelines","bitbucket_list_pull_request_comments","bitbucket_list_pull_request_commit_statuses","bitbucket_list_pull_requests","bitbucket_list_repositories","bitbucket_list_workspaces","bitbucket_merge_pull_request","bitbucket_request_pull_request_changes","bitbucket_stop_pipeline","bitbucket_trigger_pipeline","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_download_file_v2","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_aggregated_post_metrics","buffer_get_channel","buffer_get_channels","buffer_get_daily_posting_limits","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_event_invitee","calendly_create_invitee_no_show","calendly_create_scheduling_link","calendly_create_webhook","calendly_delete_invitee_no_show","calendly_delete_webhook","calendly_get_current_user","calendly_get_event_invitee","calendly_get_event_type","calendly_get_scheduled_event","calendly_get_user","calendly_list_event_invitees","calendly_list_event_type_available_times","calendly_list_event_types","calendly_list_organization_memberships","calendly_list_routing_form_submissions","calendly_list_routing_forms","calendly_list_scheduled_events","calendly_list_user_availability_schedules","calendly_list_user_busy_times","calendly_list_webhooks","cbinsights_chat","cbinsights_get_commercial_maturity_history","cbinsights_get_exit_probability_history","cbinsights_get_mosaic_history","cbinsights_get_org_business_relationships","cbinsights_get_org_funding_window","cbinsights_get_org_fundings","cbinsights_get_org_investments","cbinsights_get_org_management_and_board","cbinsights_get_org_outlook","cbinsights_get_org_portfolio_exits","cbinsights_get_org_revenue","cbinsights_get_scouting_report","cbinsights_get_strategy_map","cbinsights_list_business_relationships","cbinsights_list_funding_window","cbinsights_list_fundings","cbinsights_list_investments","cbinsights_list_management_and_board","cbinsights_list_outlook","cbinsights_list_portfolio_exits","cbinsights_list_revenue","cbinsights_lookup_organizations","cbinsights_rag","cbinsights_search_firmographics","checkr_add_report_tag","checkr_apply_report_review_action","checkr_cancel_adverse_action","checkr_cancel_continuous_check","checkr_cancel_invitation","checkr_cancel_subscription","checkr_complete_report","checkr_create_adverse_action","checkr_create_candidate","checkr_create_continuous_check","checkr_create_geo","checkr_create_invitation","checkr_create_report","checkr_create_subscription","checkr_delete_candidate_pii","checkr_delete_geo","checkr_get_account","checkr_get_adverse_action","checkr_get_candidate","checkr_get_continuous_check","checkr_get_document","checkr_get_geo","checkr_get_invitation","checkr_get_node","checkr_get_package","checkr_get_program","checkr_get_report","checkr_get_report_eta","checkr_get_report_progressive_status","checkr_get_report_tags","checkr_get_screening","checkr_get_subscription","checkr_get_verification","checkr_list_adverse_actions","checkr_list_adverse_items","checkr_list_assessments","checkr_list_candidate_documents","checkr_list_candidates","checkr_list_continuous_checks","checkr_list_counties","checkr_list_geos","checkr_list_invitations","checkr_list_nodes","checkr_list_packages","checkr_list_programs","checkr_list_report_addresses","checkr_list_subscriptions","checkr_list_users","checkr_list_verifications","checkr_remove_report_tag","checkr_set_report_tags","checkr_update_candidate","checkr_update_continuous_check","checkr_update_geo","checkr_update_report","checkr_update_subscription","circleback_add_tag_to_meetings","circleback_create_tag","circleback_delete_action_item","circleback_delete_meeting","circleback_delete_tag","circleback_get_company","circleback_get_meeting","circleback_get_person","circleback_get_transcript","circleback_list_action_items","circleback_list_calendar_events","circleback_list_companies","circleback_list_meetings","circleback_list_people","circleback_list_tags","circleback_remove_tag_from_meetings","circleback_search_meetings","circleback_update_action_item","circleback_update_meeting","circleback_update_tag","clay_populate","clerk_add_organization_member","clerk_ban_user","clerk_create_actor_token","clerk_create_allowlist_identifier","clerk_create_blocklist_identifier","clerk_create_organization","clerk_create_organization_invitation","clerk_create_user","clerk_delete_allowlist_identifier","clerk_delete_blocklist_identifier","clerk_delete_organization","clerk_delete_user","clerk_get_jwt_template","clerk_get_organization","clerk_get_session","clerk_get_user","clerk_get_user_oauth_token","clerk_list_allowlist_identifiers","clerk_list_blocklist_identifiers","clerk_list_jwt_templates","clerk_list_organization_invitations","clerk_list_organization_memberships","clerk_list_organizations","clerk_list_sessions","clerk_list_users","clerk_lock_user","clerk_remove_organization_member","clerk_revoke_actor_token","clerk_revoke_session","clerk_unban_user","clerk_unlock_user","clerk_update_organization","clerk_update_organization_membership","clerk_update_user","clickhouse_count_rows","clickhouse_create_database","clickhouse_create_table","clickhouse_delete","clickhouse_describe_table","clickhouse_drop_database","clickhouse_drop_partition","clickhouse_drop_table","clickhouse_execute","clickhouse_insert","clickhouse_insert_rows","clickhouse_introspect","clickhouse_kill_query","clickhouse_list_clusters","clickhouse_list_databases","clickhouse_list_mutations","clickhouse_list_partitions","clickhouse_list_running_queries","clickhouse_list_tables","clickhouse_optimize_table","clickhouse_query","clickhouse_rename_table","clickhouse_show_create_table","clickhouse_table_stats","clickhouse_truncate_table","clickhouse_update","clickup_add_tag_to_task","clickup_create_checklist","clickup_create_checklist_item","clickup_create_comment","clickup_create_folder","clickup_create_list","clickup_create_task","clickup_create_time_entry","clickup_delete_checklist","clickup_delete_checklist_item","clickup_delete_comment","clickup_delete_task","clickup_delete_time_entry","clickup_get_comments","clickup_get_custom_fields","clickup_get_folders","clickup_get_list_members","clickup_get_lists","clickup_get_running_timer","clickup_get_space_tags"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sportmonks_motorsport_search_stages","sportmonks_motorsport_search_teams","sportmonks_motorsport_search_venues","sportmonks_odds_get_all_historical_odds","sportmonks_odds_get_all_inplay_odds","sportmonks_odds_get_all_pre_match_odds","sportmonks_odds_get_all_premium_odds","sportmonks_odds_get_bookmaker","sportmonks_odds_get_bookmaker_event_ids_by_fixture","sportmonks_odds_get_bookmakers","sportmonks_odds_get_bookmakers_by_fixture","sportmonks_odds_get_inplay_odds_by_fixture","sportmonks_odds_get_inplay_odds_by_fixture_and_bookmaker","sportmonks_odds_get_inplay_odds_by_fixture_and_market","sportmonks_odds_get_last_updated_inplay_odds","sportmonks_odds_get_last_updated_pre_match_odds","sportmonks_odds_get_market","sportmonks_odds_get_markets","sportmonks_odds_get_pre_match_odds_by_fixture","sportmonks_odds_get_pre_match_odds_by_fixture_and_bookmaker","sportmonks_odds_get_pre_match_odds_by_fixture_and_market","sportmonks_odds_get_premium_odds_by_fixture","sportmonks_odds_get_premium_odds_by_fixture_and_bookmaker","sportmonks_odds_get_premium_odds_by_fixture_and_market","sportmonks_odds_get_updated_historical_odds_between","sportmonks_odds_get_updated_premium_odds_between","sportmonks_odds_search_bookmakers","sportmonks_odds_search_markets","spotify_add_playlist_cover","spotify_add_to_queue","spotify_add_tracks_to_playlist","spotify_check_following","spotify_check_playlist_followers","spotify_check_saved_albums","spotify_check_saved_audiobooks","spotify_check_saved_episodes","spotify_check_saved_shows","spotify_check_saved_tracks","spotify_create_playlist","spotify_follow_artists","spotify_follow_playlist","spotify_get_album","spotify_get_album_tracks","spotify_get_albums","spotify_get_artist","spotify_get_artist_albums","spotify_get_artist_top_tracks","spotify_get_artists","spotify_get_audiobook","spotify_get_audiobook_chapters","spotify_get_audiobooks","spotify_get_categories","spotify_get_current_user","spotify_get_currently_playing","spotify_get_devices","spotify_get_episode","spotify_get_episodes","spotify_get_followed_artists","spotify_get_markets","spotify_get_new_releases","spotify_get_playback_state","spotify_get_playlist","spotify_get_playlist_cover","spotify_get_playlist_tracks","spotify_get_queue","spotify_get_recently_played","spotify_get_saved_albums","spotify_get_saved_audiobooks","spotify_get_saved_episodes","spotify_get_saved_shows","spotify_get_saved_tracks","spotify_get_show","spotify_get_show_episodes","spotify_get_shows","spotify_get_top_artists","spotify_get_top_tracks","spotify_get_track","spotify_get_tracks","spotify_get_user_playlists","spotify_get_user_profile","spotify_pause","spotify_play","spotify_remove_saved_albums","spotify_remove_saved_audiobooks","spotify_remove_saved_episodes","spotify_remove_saved_shows","spotify_remove_saved_tracks","spotify_remove_tracks_from_playlist","spotify_reorder_playlist_items","spotify_replace_playlist_items","spotify_save_albums","spotify_save_audiobooks","spotify_save_episodes","spotify_save_shows","spotify_save_tracks","spotify_search","spotify_seek","spotify_set_repeat","spotify_set_shuffle","spotify_set_volume","spotify_skip_next","spotify_skip_previous","spotify_transfer_playback","spotify_unfollow_artists","spotify_unfollow_playlist","spotify_update_playlist","sqs_cancel_message_move_task","sqs_change_message_visibility","sqs_change_message_visibility_batch","sqs_create_queue","sqs_delete_message","sqs_delete_message_batch","sqs_delete_queue","sqs_get_queue_attributes","sqs_get_queue_url","sqs_list_dead_letter_source_queues","sqs_list_message_move_tasks","sqs_list_queue_tags","sqs_list_queues","sqs_purge_queue","sqs_receive_message","sqs_send","sqs_send_message_batch","sqs_set_queue_attributes","sqs_start_message_move_task","sqs_tag_queue","sqs_untag_queue","square_batch_retrieve_inventory_counts","square_cancel_invoice","square_cancel_payment","square_complete_payment","square_create_catalog_image","square_create_customer","square_create_invoice","square_create_order","square_create_payment","square_delete_catalog_object","square_delete_customer","square_delete_invoice","square_get_catalog_object","square_get_customer","square_get_invoice","square_get_location","square_get_order","square_get_payment","square_get_refund","square_list_catalog","square_list_customers","square_list_invoices","square_list_locations","square_list_payments","square_list_refunds","square_pay_order","square_publish_invoice","square_refund_payment","square_search_catalog_objects","square_search_customers","square_search_invoices","square_search_orders","square_update_customer","square_upsert_catalog_object","ssh_check_command_exists","ssh_check_file_exists","ssh_create_directory","ssh_delete_file","ssh_download_file","ssh_download_file_v2","ssh_execute_command","ssh_execute_script","ssh_get_system_info","ssh_list_directory","ssh_move_rename","ssh_read_file_content","ssh_upload_file","ssh_write_file_content","ssm_cancel_command","ssm_delete_parameter","ssm_describe_auto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","thrive_add_audience_members","thrive_add_user_tags","thrive_create_assignment","thrive_create_audience","thrive_create_completion","thrive_create_user","thrive_delete_assignment","thrive_delete_audience","thrive_delete_user","thrive_get_activity","thrive_get_assignment","thrive_get_audience","thrive_get_completion","thrive_get_content","thrive_get_cpd_category","thrive_get_cpd_entry","thrive_get_cpd_requirement","thrive_get_enrolment","thrive_get_skill_levels","thrive_get_tag","thrive_get_user_by_id","thrive_get_user_by_ref","thrive_list_assignments","thrive_list_audience_managers","thrive_list_audience_members","thrive_list_audiences","thrive_list_completions","thrive_list_enrolments","thrive_list_tags","thrive_query_activities","thrive_query_content","thrive_query_cpd_categories","thrive_query_cpd_entries","thrive_query_cpd_requirements","thrive_query_cpd_user_summaries","thrive_remove_audience_manager","thrive_remove_audience_member","thrive_remove_user_tags","thrive_replace_audience_managers","thrive_replace_audience_members","thrive_search_users","thrive_suspend_user","thrive_update_assignment","thrive_update_audience","thrive_update_user","thrive_update_user_skills","tiktok_get_post_status","tiktok_get_user","tiktok_list_videos","tiktok_query_videos","tiktok_upload_video_draft","tinybird_append_datasource","tinybird_delete_datasource_rows","tinybird_events","tinybird_get_job","tinybird_query","tinybird_query_pipe","tinybird_truncate_datasource","tinyfish_cancel_run","tinyfish_fetch","tinyfish_get_run","tinyfish_list_profiles","tinyfish_list_runs","tinyfish_list_vault_items","tinyfish_run","tinyfish_run_async","tinyfish_search","trello_add_checklist","trello_add_checklist_item","trello_add_comment","trello_add_label","trello_add_member","trello_create_board","trello_create_card","trello_create_list","trello_delete_card","trello_get_actions","trello_get_board","trello_get_card","trello_list_cards","trello_list_lists","trello_list_members","trello_remove_label","trello_remove_member","trello_search","trello_update_card","trello_update_checklist_item","trello_update_list","trigger_dev_activate_schedule","trigger_dev_add_run_tags","trigger_dev_batch_trigger_task","trigger_dev_cancel_run","trigger_dev_complete_waitpoint_token","trigger_dev_create_env_var","trigger_dev_create_schedule","trigger_dev_create_waitpoint_token","trigger_dev_deactivate_schedule","trigger_dev_delete_env_var","trigger_dev_delete_schedule","trigger_dev_execute_query","trigger_dev_get_batch","trigger_dev_get_batch_results","trigger_dev_get_deployment","trigger_dev_get_env_var","trigger_dev_get_latest_deployment","trigger_dev_get_query_schema","trigger_dev_get_queue","trigger_dev_get_run","trigger_dev_get_run_events","trigger_dev_get_run_result","trigger_dev_get_run_trace","trigger_dev_get_schedule","trigger_dev_get_waitpoint_token","trigger_dev_import_env_vars","trigger_dev_list_deployments","trigger_dev_list_env_vars","trigger_dev_list_queues","trigger_dev_list_runs","trigger_dev_list_schedules","trigger_dev_list_timezones","trigger_dev_list_waitpoint_tokens","trigger_dev_override_queue_concurrency","trigger_dev_pause_queue","trigger_dev_promote_deployment","trigger_dev_replay_run","trigger_dev_reschedule_run","trigger_dev_reset_queue_concurrency","trigger_dev_resume_queue","trigger_dev_trigger_task","trigger_dev_update_env_var","trigger_dev_update_run_metadata","trigger_dev_update_schedule","tts_azure","tts_cartesia","tts_deepgram","tts_elevenlabs","tts_google","tts_openai","tts_playht","twilio_send_sms","twilio_voice_get_recording","twilio_voice_list_calls","twilio_voice_make_call","typeform_create_form","typeform_delete_form","typeform_files","typeform_get_form","typeform_insights","typeform_list_forms","typeform_responses","typeform_update_form","upstash_redis_command","upstash_redis_delete","upstash_redis_exists","upstash_redis_expire","upstash_redis_get","upstash_redis_hget","upstash_redis_hgetall","upstash_redis_hset","upstash_redis_incr","upstash_redis_incrby","upstash_redis_keys","upstash_redis_lpush","upstash_redis_lrange","upstash_redis_set","upstash_redis_setnx","upstash_redis_ttl","uptimerobot_create_alert_contact","uptimerobot_create_maintenance_window","uptimerobot_create_monitor","uptimerobot_create_psp","uptimerobot_delete_alert_contact","uptimerobot_delete_maintenance_window","uptimerobot_delete_monitor","uptimerobot_delete_psp","uptimerobot_get_account","uptimerobot_get_alert_contact","uptimerobot_get_incident","uptimerobot_get_maintenance_window","uptimerobot_get_monitor","uptimerobot_get_psp","uptimerobot_list_alert_contacts","uptimerobot_list_incidents","uptimerobot_list_maintenance_windows","uptimerobot_list_monitors","uptimerobot_list_psps","uptimerobot_pause_monitor","uptimerobot_start_monitor","uptimerobot_update_maintenance_window","uptimerobot_update_monitor","uptimerobot_update_psp","vanta_download_document_file","vanta_get_control","vanta_get_document","vanta_get_framework","vanta_get_person","vanta_get_policy","vanta_get_risk_scenario","vanta_get_test","vanta_get_vendor","vanta_get_vulnerable_asset","vanta_list_control_documents","vanta_list_control_tests","vanta_list_controls","vanta_list_document_uploads","vanta_list_documents","vanta_list_framework_controls","vanta_list_frameworks","vanta_list_monitored_computers","vanta_list_people","vanta_list_policies","vanta_list_risk_scenarios","vanta_list_test_entities","vanta_list_tests","vanta_list_vendors","vanta_list_vulnerabilities","vanta_list_vulnerability_remediations","vanta_list_vulnerable_assets","vanta_submit_document","vanta_upload_document_file","vercel_add_domain","vercel_add_project_domain","vercel_cancel_deployment","vercel_create_alias","vercel_create_check","vercel_create_deployment","vercel_create_dns_record","vercel_create_edge_config","vercel_create_env_var","vercel_create_project","vercel_create_webhook","vercel_delete_alias","vercel_delete_deployment","vercel_delete_dns_record","vercel_delete_domain","vercel_delete_edge_config","vercel_delete_env_var","vercel_delete_project","vercel_delete_webhook","vercel_get_alias","vercel_get_check","vercel_get_deployment","vercel_get_deployment_events","vercel_get_domain","vercel_get_domain_config","vercel_get_edge_config","vercel_get_edge_config_items","vercel_get_env_vars","vercel_get_project","vercel_get_team","vercel_get_user","vercel_get_webhook","vercel_list_aliases","vercel_list_checks","vercel_list_deployment_files","vercel_list_deployments","vercel_list_dns_records","vercel_list_domains","vercel_list_edge_configs","vercel_list_project_domains","vercel_list_projects","vercel_list_team_members","vercel_list_teams","vercel_list_webhooks","vercel_pause_project","vercel_promote_deployment","vercel_remove_project_domain","vercel_rerequest_check","vercel_unpause_project","vercel_update_check","vercel_update_dns_record","vercel_update_edge_config_items","vercel_update_env_var","vercel_update_project","vercel_update_project_domain","vercel_verify_project_domain","video_falai","video_luma","video_minimax","video_runway","video_veo","vision_tool","vision_tool_v2","wealthbox_read_contact","wealthbox_read_note","wealthbox_read_task","wealthbox_write_contact","wealthbox_write_note","wealthbox_write_task","webflow_create_item","webflow_delete_item","webflow_get_item","webflow_list_items","webflow_update_item","webhook_request","whatsapp_get_media","whatsapp_mark_read","whatsapp_send_interactive","whatsapp_send_media","whatsapp_send_message","whatsapp_send_reaction","whatsapp_send_template","whatsapp_upload_media","wikipedia_content","wikipedia_random","wikipedia_search","wikipedia_summary","windchill_check_in_document","windchill_check_in_documents","windchill_check_out_document","windchill_check_out_documents","windchill_create_document","windchill_create_documents","windchill_delete_document","windchill_delete_documents","windchill_download_attachment","windchill_download_primary_content","windchill_get_document","windchill_get_document_structure","windchill_get_primary_content","windchill_get_valid_state_transitions","windchill_list_attachments","windchill_list_documents","windchill_revise_document","windchill_revise_documents","windchill_set_lifecycle_state","windchill_undo_check_out_document","windchill_undo_check_out_documents","windchill_update_common_properties","windchill_update_document","windchill_update_document_security_labels","windchill_update_documents","windchill_upload_attachments","windchill_upload_primary_content","wiza_company_enrichment","wiza_get_credits","wiza_individual_reveal","wiza_prospect_search","wordpress_create_category","wordpress_create_comment","wordpress_create_page","wordpress_create_post","wordpress_create_tag","wordpress_delete_category","wordpress_delete_comment","wordpress_delete_media","wordpress_delete_page","wordpress_delete_post","wordpress_delete_tag","wordpress_get_category","wordpress_get_current_user","wordpress_get_media","wordpress_get_page","wordpress_get_post","wordpress_get_tag","wordpress_get_user","wordpress_list_categories","wordpress_list_comments","wordpress_list_media","wordpress_list_pages","wordpress_list_posts","wordpress_list_tags","wordpress_list_users","wordpress_search_content","wordpress_update_category","wordpress_update_comment","wordpress_update_page","wordpress_update_post","wordpress_update_tag","wordpress_upload_media","workday_assign_onboarding","workday_change_job","workday_create_prehire","workday_get_compensation","workday_get_organizations","workday_get_worker","workday_hire_employee","workday_list_workers","workday_terminate_worker","workday_update_worker","workflow_executor","x_create_bookmark","x_create_tweet","x_delete_bookmark","x_delete_tweet","x_get_blocking","x_get_bookmarks","x_get_followers","x_get_following","x_get_liked_tweets","x_get_liking_users","x_get_me","x_get_personalized_trends","x_get_quote_tweets","x_get_retweeted_by","x_get_trends_by_woeid","x_get_tweets_by_ids","x_get_usage","x_get_user_mentions","x_get_user_timeline","x_get_user_tweets","x_hide_reply","x_manage_block","x_manage_follow","x_manage_like","x_manage_mute","x_manage_retweet","x_read","x_search","x_search_tweets","x_search_users","x_user","x_write","youcom_answer","youcom_finance_research","youcom_get_account_balance","youcom_get_contents","youcom_get_research_task","youcom_research","youcom_search","youcom_search_images","youtube_channel_info","youtube_channel_playlists","youtube_channel_videos","youtube_comments","youtube_playlist_items","youtube_search","youtube_trending","youtube_video_categories","youtube_video_details","zendesk_autocomplete_organizations","zendesk_create_organization","zendesk_create_organizations_bulk","zendesk_create_ticket","zendesk_create_tickets_bulk","zendesk_create_user","zendesk_create_users_bulk","zendesk_delete_organization","zendesk_delete_ticket","zendesk_delete_user","zendesk_get_current_user","zendesk_get_organization","zendesk_get_organizations","zendesk_get_ticket","zendesk_get_tickets","zendesk_get_user","zendesk_get_users","zendesk_merge_tickets","zendesk_search","zendesk_search_count","zendesk_search_users","zendesk_update_organization","zendesk_update_ticket","zendesk_update_tickets_bulk","zendesk_update_user","zendesk_update_users_bulk","zep_add_messages","zep_add_user","zep_create_thread","zep_delete_thread","zep_get_context","zep_get_messages","zep_get_threads","zep_get_user","zep_get_user_threads","zerobounce_get_credits","zerobounce_verify_email","zoho_desk_add_comment","zoho_desk_get_attachment","zoho_desk_get_contact","zoho_desk_get_thread","zoho_desk_get_ticket","zoho_desk_list_comments","zoho_desk_list_organizations","zoho_desk_list_threads","zoho_desk_list_tickets","zoho_desk_update_ticket","zoom_create_meeting","zoom_delete_meeting","zoom_delete_recording","zoom_get_meeting","zoom_get_meeting_invitation","zoom_get_meeting_recordings","zoom_list_meetings","zoom_list_past_participants","zoom_list_recordings","zoom_update_meeting","zoominfo_enrich_companies","zoominfo_enrich_contacts","zoominfo_search_companies","zoominfo_search_contacts","zoominfo_search_intent","zoominfo_search_news"]' ) export default toolIds diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts index e108bf7b1e8..4ec8415f34f 100644 --- a/apps/sim/tools/generated/tool-metadata.ts +++ b/apps/sim/tools/generated/tool-metadata.ts @@ -3,7 +3,7 @@ /** Serializable metadata for every built-in tool, keyed by tool id. */ const toolMetadata: Record = JSON.parse( - '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to 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Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_lists":{"id":"affinity_list_entity_lists","name":"Affinity List Entity Lists","description":"List every list a company or person appears on that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the lists of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_notes":{"id":"affinity_list_entity_notes","name":"Affinity List Entity Notes","description":"List the notes relevant to one company, person, or opportunity — directly attached notes plus notes reaching it through its people and meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity the notes hang off: companies, persons, or opportunities"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_entity_relationships":{"id":"affinity_list_entity_relationships","name":"Affinity List Entity Relationships","description":"List who knows a company or person, scored 0.0 to 1.0 by how much the two actually interact. Strongest first by default.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up relationships for: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on interactionScore only, e.g. \\"interactionScore>=0.5\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"interactionScore\\"] for weakest first, [\\"-interactionScore\\"] for strongest first (the default)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_field_dropdown_options":{"id":"affinity_list_field_dropdown_options","name":"Affinity List Field Dropdown Options","description":"List the selectable options on a dropdown or ranked-dropdown company or person field. Writing such a field needs the option ID, not its text.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which field family the field belongs to: companies or persons"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown or ranked-dropdown field ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_metadata":{"id":"affinity_list_field_metadata","name":"Affinity List Field Metadata","description":"List the non-list company or person fields, with the value type, filter operators, and sort support of each. Start here to find the Field IDs the read and write tools take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which fields to describe: companies or persons"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Status\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_value_changes":{"id":"affinity_list_field_value_changes","name":"Affinity List Field Value Changes","description":"Page through field value changes across the whole workspace. Built for delta sync: follow nextCursor to the end of a run, then resume from the last cursor next time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, listEntry.id, changer.id, changedAt, or actionType. Resume a sync with e.g. \\"changedAt>2026-06-01T12:00:00Z\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"changedAt\\"] for oldest first (the default), [\\"-changedAt\\"] for newest first"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_investor_executive_connections":{"id":"affinity_list_investor_executive_connections","name":"Affinity List Investor Executive Connections","description":"Find warm paths into a company through investment history: which investors in your Affinity data backed a company the people you want to reach once led. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_list_entries":{"id":"affinity_list_list_entries","name":"Affinity List List Entries","description":"Page through the rows of a list. Rows come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_field_value_changes":{"id":"affinity_list_list_entry_field_value_changes","name":"Affinity List List Entry Field Value Changes","description":"Page through the history of one list row — who changed which field, when, and to what.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, changer.id, changedAt, or actionType, e.g. \\"field.id=field-1234\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_fields":{"id":"affinity_list_list_entry_fields","name":"Affinity List List Entry Fields","description":"Page through every field value on one list row, including the list-specific columns. All fields are returned unless narrowed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, list, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_list_field_dropdown_options":{"id":"affinity_list_list_field_dropdown_options","name":"Affinity List List Field Dropdown Options","description":"List the selectable options on a dropdown, ranked-dropdown, or status-dropdown field of a list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_fields":{"id":"affinity_list_list_fields","name":"Affinity List List Fields","description":"List the fields available on one list, including its list-specific columns. Use these Field IDs when reading or writing list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Stage\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_lists":{"id":"affinity_list_lists","name":"Affinity List Lists","description":"Page through the lists in the organization that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive substring match on the list name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_meetings":{"id":"affinity_list_meetings","name":"Affinity List Meetings","description":"Page through past and upcoming meetings with their organizer and attendees.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merge_tasks":{"id":"affinity_list_merge_tasks","name":"Affinity List Merge Tasks","description":"Page through merge tasks, each summarizing how many of its merges are in progress, succeeded, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge tasks to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on status only, e.g. \\"status=in-progress\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merges":{"id":"affinity_list_merges","name":"Affinity List Merges","description":"Page through the company or person merges the organization has run, with the status and the records involved in each.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merges to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over status or taskId, e.g. \\"status=failed\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_note_attached_companies":{"id":"affinity_list_note_attached_companies","name":"Affinity List Note Attached Companies","description":"List the companies directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_opportunities":{"id":"affinity_list_note_attached_opportunities","name":"Affinity List Note Attached Opportunities","description":"List the opportunities directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_persons":{"id":"affinity_list_note_attached_persons","name":"Affinity List Note Attached Persons","description":"List the persons directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_replies":{"id":"affinity_list_note_replies","name":"Affinity List Note Replies","description":"Page through the replies on one note, including AI Notetaker replies.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID whose replies to read"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_notes":{"id":"affinity_list_notes","name":"Affinity List Notes","description":"Page through every note the caller can see. Replies are excluded.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_opportunities":{"id":"affinity_list_opportunities","name":"Affinity List Opportunities","description":"Page through opportunities. Field data lives on the list entry, not here — read it through the list or saved view the opportunity belongs to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these opportunity IDs, e.g. [1, 2, 3]"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_persons":{"id":"affinity_list_persons","name":"Affinity List Persons","description":"Page through persons. Persons come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these person IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_reminders":{"id":"affinity_list_reminders","name":"Affinity List Reminders","description":"Page through the reminders the caller can see. Filter by status to surface what is overdue.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_saved_view_entries":{"id":"affinity_list_saved_view_entries","name":"Affinity List Saved View Entries","description":"Page through the rows of a saved view. The view\'s own filters and columns decide which rows and which field data come back.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"viewId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The saved view ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_saved_views":{"id":"affinity_list_saved_views","name":"Affinity List Saved Views","description":"List the saved views on a list that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_transcript_fragments":{"id":"affinity_list_transcript_fragments","name":"Affinity List Transcript Fragments","description":"Page through everything said in a meeting, segment by segment with the speaker.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_transcripts":{"id":"affinity_list_transcripts","name":"Affinity List Transcripts","description":"Page through meeting transcript metadata. Read one transcript to get what was actually said.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_users":{"id":"affinity_list_users","name":"Affinity List Users","description":"Page through the internal users in the organization. Email addresses and roles are returned only to callers with the \\"Manage Users\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive match across first name, last name, and primary email"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over id or status, e.g. \\"status=active\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. 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This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. 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Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access 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\'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access 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Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). A record is updated when all merge fields match, otherwise it is created. Example: [\\"Name\\"]"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"},"hostedApiKey":"none"},"algolia_add_record":{"id":"algolia_add_record","name":"Algolia Add Record","description":"Add or replace a record in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID for the record (auto-generated if not provided)"},"record":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object representing the record to add"}},"hostedApiKey":"none"},"algolia_batch_operations":{"id":"algolia_batch_operations","name":"Algolia Batch Operations","description":"Perform batch add, update, partial update, or delete operations on records in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"requests":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of batch operations. 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