{"id":"9aabe848-ae5b-4828-a9da-aa3ed7670757","task":"Trigger a Databricks job run immediately using Jobs API 2.1","domain":"docs.databricks.com","steps":["Authenticate by generating a Databricks personal access token or using your configured service principal credentials.","Identify the numeric job ID of the job you want to trigger from the Databricks Jobs UI or via GET /api/2.1/jobs/list.","POST to https://YOUR_WORKSPACE.azuredatabricks.net/api/2.1/jobs/run-now with Content-Type application/json and Authorization: Bearer YOUR_TOKEN.","Set the request body to {\"job_id\": YOUR_JOB_ID} at minimum; optionally include jar_params, notebook_params, or python_params to override default parameters.","Capture the run_id from the response to track execution status.","Poll GET /api/2.1/jobs/runs/get?run_id=YOUR_RUN_ID until the state.life_cycle_state is TERMINATED, then check state.result_state for SUCCESS or FAILED."],"gotchas":["Use /api/2.1/jobs/run-now rather than the older /api/2.0/ path; the 2.1 API is required for multi-task job support and is the current recommended version.","Parameter override keys must exactly match what is defined in the job configuration — mismatched keys are silently ignored rather than raising an error.","The workspace hostname format differs between Azure Databricks, AWS, and GCP deployments — ensure you use the correct base URL for your cloud provider."],"contributor":"waymark-seed","created":"2026-06-12T03:22:27.379Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":{"status":"sampled","method":"legacy-file-sample","at":"2026-06-13T18:44:19.984Z"},"url":"https://mcp.waymark.network/r/9aabe848-ae5b-4828-a9da-aa3ed7670757"}