Workflows
Overview
Workflows APIs help you analyze Databricks jobs and job runs, and correlate them with savings insights such as untapped savings, realized savings, productivity gain, and actionability. They include insight‑level metadata and summaries, plus detailed job and job‑run lists for troubleshooting and optimization.
The Workflows APIs include:
Workflows Insights Metadata API: Returns min/max ranges and distinct values for key savings and filter dimensions over a time window.
Insights Summary API: Aggregates realized and untapped savings, productivity hours, and counts by insight category (for example, High IO, Slow SQL, rightsizing).
Insights Details API: Lists individual insight instances with pagination, sorting, and filters for insight names, actionability, and tags.
Job Runs List API: Lists Databricks job runs with cost, DBUs, duration, status, and per‑run metadata.
Jobs List API: Returns job‑level rollups (runs, cost, DBUs, duration) with filters for time range, workspace, tags, status, and job type.
Insights
Metadata API
POST /api/v1.5/job/insights/filterMetadata
Use this API to fetch metadata used to build filters and sliders for workflows insights, such as min/max untapped savings, total cost, productivity boost, actionability codes, users, and workspaces, over a selected lookback period.
Name | Type | Example value | Description |
|---|---|---|---|
startTime | string (ISO 8601) | 2025-10-07T00:00:00.000Z | Start timestamp of the filter metadata window. |
endTime | string (ISO 8601) | 2025-11-06T23:59:59.999Z | End timestamp for fetching metadata. |
selectedValue | string | 30d | Selected lookback period (for example, 7d, 30d, 90d). |
curl -X POST \ http://23.21.77.89:3000/api/v1.5/job/insights/filterMetadata \ -H "Content-Type: application/json" \ -d '{ "endTime": "2025-11-06T23:59:59.999Z", "startTime": "2025-10-07T00:00:00.000Z", "selectedValue": "30_d" }'{"status":"success","filterMetaData":{"realizedCostSavings":{"min":0,"max":1.6},"totalRoi":{"min":0.01,"max":3.13},"totalCost":{"min":0.03,"max":8.15},"untappedSavings":{"min":0.01,"max":2.54},"productivityBoost":{"min":10,"max":220},"actionability":["Code rewrite","Configuration change"],"users":["smahajan@unraveldata.com","spillai@unraveldata.com","mshivanna@unraveldata.com","spattnaik@unraveldata.com","tkothari@unraveldata.com","bohuslav@unraveldata.com","kunalkumar@unraveldata.com","swati@unraveldata.com"],"wsNames":["dnarkhede","SwatiM_workspace","aws-dev-workspace"],"totalRecords":90}}Insights Summary API
POST api/v1.5/job/insights/savings/summary
Name | Type | Example value | Description |
|---|---|---|---|
endTime | string (ISO 8601) | 2025-11-07T23:59:59.999Z | End timestamp for the summary window. |
startTime | string (ISO 8601) | 2025-10-08T00:00:00.000Z | Start timestamp for the summary window. |
selectedValue | string | 30d | Time range indicator (for example, 30d). |
curl -X POST \ -H "Authorization: JWT <token>" \ -H "Content-Type: application/json" \ -H "Accept: application/json" \ -d '{ "endTime": "2025-11-07T23:59:59.999Z", "startTime": "2025-10-08T00:00:00.000Z", "selectedValue": "30_d" }' \ "http://yourdomain.com/api/v1.5/job/insights/savings/summary"{"status":"success","savingSummary":[{"summaryType":"BTL","productivitySavingHours":"1960","untappedSavings":"9.069030324678476","realizedSavings":"0.27870380028409836","count":"36","details":[{"key":"HighIOEvent","name":"High IO","untappedSavings":1.088687773890793,"realizedSavings":0,"count":"3"},{"key":"SlowSQLOperatorEvent","name":"Slow SQL","untappedSavings":0.9510024945011115,"realizedSavings":0.25232801600225996,"count":"4"},{"key":"ContendedDriverEvent","name":"Driver contention","untappedSavings":7.029340056286575,"realizedSavings":0.02637578428183842,"count":"29"}]},{"summaryType":"IA","productivitySavingHours":"330","untappedSavings":"2.196484994251073","realizedSavings":"0.0","count":"13","details":[{"key":"PhotonBenefitEvent","name":"Enable Photon","untappedSavings":1.8599999999999999,"realizedSavings":0,"count":"5"},{"key":"InefficientJoinConditionEvent","name":"Inefficient join condition","untappedSavings":0.244722860837484,"realizedSavings":0,"count":"5"},{"key":"InefficientJoinEvent","name":"Inefficient join type","untappedSavings":0.04409377373058796,"realizedSavings":0,"count":"1"},{"key":"GarbageCollectionEvent","name":"Slow GC","untappedSavings":0.047668359683001045,"realizedSavings":0,"count":"2"}]},{"summaryType":"OVP","productivitySavingHours":"5440","untappedSavings":"13.47972220939975","realizedSavings":"0.46267601565903993","count":"68","details":[{"key":"RightSizingEvent","name":"Node rightsizing","untappedSavings":8.582479522553129,"realizedSavings":0.46267601565903993,"count":"26"},{"key":"RightSizingWithPhotonBenefitEvent","name":"Rightsizing with Photon","untappedSavings":4.897242686846617,"realizedSavings":0,"count":"42"}]}]}Insights Details API
POST api/v1.5/job/insights/savings/details
Name | Type | Example value | Description |
|---|---|---|---|
offset | number | 0 | Starting index for paginated results. |
limit | number | 10 | Number of results to return. |
sortKey | string | untappedSavings | Field by which results are sorted. |
sortOrder | string | desc | Sort direction (asc or desc). |
endTime | string | 2025-11-07T23:59:59.999Z | End timestamp in ISO format. |
startTime | string | 2025-10-08T00:00:00.000Z | Start timestamp in ISO format. |
selectedValue | string | 30d | Selected time range or period. |
insightsNameFilter | array | [] | Optional filters for specific insight names. |
actionability | array | ["Configuration change","Code rewrite"] | List of actionable insight categories. |
tags | object | {} | Optional tag‑based filters. |
curl -X POST \ -H "Authorization: JWT <token>" \ -H "Content-Type: application/json" \ -H "Accept: application/json" \ -d '{ "offset": 0, "limit": 10, "sortKey": "untappedSavings", "sortOrder": "desc", "endTime": "2025-11-07T23:59:59.999Z", "startTime": "2025-10-08T00:00:00.000Z", "selectedValue": "30_d", "insightsNameFilter": [], "actionability": ["Configuration change", "Code rewrite"], "tags": {} }' \ "http://yourdomain.com/api/v1.5/job/insights/savings/details"Job Runs
Job runs List API
/api/v1/dbworkflows/api/v1/databricks/runs
Use this API to list Databricks job runs, filtered by status, type, and time range, with pagination and sorting, and with per‑run cost and DBU metrics. This API lists individual job runs that match the specified filters.
Field | Type | Description |
|---|---|---|
appStatus | string[] | Application statuses to include (K, F, R, S, P, U, W). |
appTypes | string[] | Application types (for example, db). |
start_time | string | Start of time range (ISO 8601). |
end_time | string | End of time range (ISO 8601). |
from | number | Pagination offset. |
size | number | Page size (number of records to return). |
sort | object[] | Sorting configuration (for example, by startTime desc). |
queryOnFinishedTime | boolean | Whether to query based on finished time instead of start time. |
curl -X POST \ -H "Authorization: JWT <token>" \ -H "Content-Type: application/json" \ -H "Accept: application/json" \ -d '{ "appStatus": ["K", "F", "R", "S", "P", "U", "W"], "appTypes": ["db"], "start_time": "2026-01-03T07:22:04+05:30", "end_time": "2026-02-02T07:22:04+05:30", "from": 0, "size": 15, "sort": [ { "startTime": { "order": "desc" } } ], "queryOnFinishedTime": false }' \ "https:/{yourdomain.com}/api/v1/dbworkflows/api/v1/databricks/runs"{"metadata":{"appStatus":{"S":157,"F":13,"K":3},"users":{"mshivanna@unraveldata.com":162,"tkothari@unraveldata.com":4,"bohuslav@unraveldata.com":2,"mjose@unraveldata.com":5},"queues":{"dev-test-mallik":13,"dev-test-deepakg":9,"sanyams_workspace":128,"Mallik_test":23},"jobTypes":{"SERVERLESS":2,"ALL_PURPOSE":15,"JOB_COMPUTE":153},"cost":{"max":1.4232556152343752,"min":0},"duration":{"max":1.0078548E7,"min":1150},"totalRecords":173},"results":[{"id":"2594991058114035_1050615628923014_382688943307447","status":"S","user":"mshivanna@unraveldata.com","jobId":"1050615628923014","runName":"StreamingEvent_17.0","name":"StreamingEvent_17.0","runId":"382688943307447","startTime":"2026-01-29T15:08:26.054Z","finishedTime":"2026-01-29T15:14:07.868Z","start_time_long":"2026-01-29T15:08:26.054Z","finished_time_long":"2026-01-29T15:14:07.868Z","duration":341814,"duration_long":341814,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.02,"dbuCost":0,"cents":0,"total_cost":0,"jobType":"JOB_COMPUTE"},{"id":"2594991058114035_1001309223927266_613363820785247","status":"S","user":"mshivanna@unraveldata.com","jobId":"1001309223927266","runName":"Slow_SQL_Stage_Event_Generator_Application","name":"Slow_SQL_Stage_Event_Generator_Application","runId":"613363820785247","startTime":"2026-01-29T15:08:24.923Z","finishedTime":"2026-01-29T15:41:29.760Z","start_time_long":"2026-01-29T15:08:24.923Z","finished_time_long":"2026-01-29T15:41:29.760Z","duration":1984837,"duration_long":1984837,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":1.05,"dbuCost":0.31,"cents":0.41,"total_cost":0.72,"jobType":"JOB_COMPUTE"},{"id":"2594991058114035_254771393231406_779005616812752","status":"S","user":"mjose@unraveldata.com","jobId":"254771393231406","runName":"New Job Dec 08, 2025, 03:27 PM","name":"New Job Dec 08, 2025, 03:27 PM","runId":"779005616812752","startTime":"2026-01-29T15:08:23.734Z","finishedTime":"2026-01-29T15:15:23.538Z","start_time_long":"2026-01-29T15:08:23.734Z","finished_time_long":"2026-01-29T15:15:23.538Z","duration":419804,"duration_long":419804,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.05,"dbuCost":0.01,"cents":0.02,"total_cost":0.03,"jobType":"JOB_COMPUTE"},{"id":"2594991058114035_879270070023562_1015448362888810","status":"S","user":"mshivanna@unraveldata.com","jobId":"879270070023562","runName":"Inefficient_JoinCondition_EventGenerator_Job_17-1_Automative","name":"Inefficient_JoinCondition_EventGenerator_Job_17-1_Automative","runId":"1015448362888810","startTime":"2026-01-29T14:59:26.958Z","finishedTime":"2026-01-29T15:32:39.911Z","start_time_long":"2026-01-29T14:59:26.958Z","finished_time_long":"2026-01-29T15:32:39.911Z","duration":1992953,"duration_long":1992953,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.5,"dbuCost":0.28,"cents":0.11,"total_cost":0.39,"jobType":"ALL_PURPOSE"},{"id":"2594991058114035_63857876391691_104862787201775","status":"S","user":"mshivanna@unraveldata.com","jobId":"63857876391691","runName":"Inefficient_JoinCondition_EventGenerator_Job","name":"Inefficient_JoinCondition_EventGenerator_Job","runId":"104862787201775","startTime":"2026-01-29T14:47:12.238Z","finishedTime":"2026-01-29T15:10:35.692Z","start_time_long":"2026-01-29T14:47:12.238Z","finished_time_long":"2026-01-29T15:10:35.692Z","duration":1403454,"duration_long":1403454,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.92,"dbuCost":0.51,"cents":0.21,"total_cost":0.72,"jobType":"ALL_PURPOSE"},{"id":"2594991058114035_81602864544888_845729981356413","status":"S","user":"mshivanna@unraveldata.com","jobId":"81602864544888","runName":"HighIOEvent_17-2_Automative","name":"HighIOEvent_17-2_Automative","runId":"845729981356413","startTime":"2026-01-29T14:47:10.828Z","finishedTime":"2026-01-29T14:57:39.616Z","start_time_long":"2026-01-29T14:47:10.828Z","finished_time_long":"2026-01-29T14:57:39.616Z","duration":628788,"duration_long":628788,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.23,"dbuCost":0.07,"cents":0.05,"total_cost":0.12,"jobType":"JOB_COMPUTE"},{"id":"2594991058114035_526685517264600_1125854779951052","status":"S","user":"mshivanna@unraveldata.com","jobId":"526685517264600","runName":"HighIOEvent_15.4","name":"HighIOEvent_15.4","runId":"1125854779951052","startTime":"2026-01-29T14:47:09.705Z","finishedTime":"2026-01-29T14:58:48.377Z","start_time_long":"2026-01-29T14:47:09.705Z","finished_time_long":"2026-01-29T14:58:48.377Z","duration":698672,"duration_long":698672,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.31,"dbuCost":0.17,"cents":0.07,"total_cost":0.24,"jobType":"ALL_PURPOSE"},{"id":"2594991058114035_681968450597275_779613513236021","status":"S","user":"mshivanna@unraveldata.com","jobId":"681968450597275","runName":"DataSkew_EventGenerator_Job","name":"DataSkew_EventGenerator_Job","runId":"779613513236021","startTime":"2026-01-29T14:47:07.572Z","finishedTime":"2026-01-29T14:58:13.724Z","start_time_long":"2026-01-29T14:47:07.572Z","finished_time_long":"2026-01-29T14:58:13.724Z","duration":666152,"duration_long":666152,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.25,"dbuCost":0.07,"cents":0.1,"total_cost":0.17,"jobType":"JOB_COMPUTE"},{"id":"2594991058114035_1043303914193751_640585357921612","status":"S","user":"mshivanna@unraveldata.com","jobId":"1043303914193751","runName":"DataSkew_EventGenerator","name":"DataSkew_EventGenerator","runId":"640585357921612","startTime":"2026-01-29T14:47:06.881Z","finishedTime":"2026-01-29T14:56:22.080Z","start_time_long":"2026-01-29T14:47:06.881Z","finished_time_long":"2026-01-29T14:56:22.080Z","duration":555199,"duration_long":555199,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.24,"dbuCost":0.07,"cents":0.05,"total_cost":0.12,"jobType":"JOB_COMPUTE"},{"id":"2594991058114035_1023678081028043_916442821038704","status":"S","user":"mshivanna@unraveldata.com","jobId":"1023678081028043","runName":"Data_insight_gen1_17.x","name":"Data_insight_gen1_17.x","runId":"916442821038704","startTime":"2026-01-29T14:47:05.357Z","finishedTime":"2026-01-29T14:53:29.465Z","start_time_long":"2026-01-29T14:47:05.357Z","finished_time_long":"2026-01-29T14:53:29.465Z","duration":384108,"duration_long":384108,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.18,"dbuCost":0.05,"cents":0.02,"total_cost":0.07,"jobType":"JOB_COMPUTE"},{"id":"2594991058114035_842428975291429_96449503180226","status":"S","user":"mshivanna@unraveldata.com","jobId":"842428975291429","runName":"ContendendDriverEvent-16.4-2.13","name":"ContendendDriverEvent-16.4-2.13","runId":"96449503180226","startTime":"2026-01-29T14:46:53.639Z","finishedTime":"2026-01-29T14:53:02.572Z","start_time_long":"2026-01-29T14:46:53.639Z","finished_time_long":"2026-01-29T14:53:02.572Z","duration":368933,"duration_long":368933,"read_long":0,"write_long":0,"queue":"Mallik_test","dbus":0.03,"dbuCost":0.02,"cents":0.01,"total_cost":0.03,"jobType":"ALL_PURPOSE"},{"id":"433735205326206_640819903416446_141603805977620","status":"S","user":"mshivanna@unraveldata.com","jobId":"640819903416446","runName":"Interact_with_5000_tables","name":"Interact_with_5000_tables","runId":"141603805977620","startTime":"2026-01-29T12:59:15.195Z","finishedTime":"2026-01-29T15:47:13.743Z","start_time_long":"2026-01-29T12:59:15.195Z","finished_time_long":"2026-01-29T15:47:13.743Z","duration":10078548,"duration_long":10078548,"read_long":0,"write_long":0,"queue":"sanyams_workspace","dbus":2.55,"dbuCost":0.18,"cents":0.42,"total_cost":0.6,"jobType":"JOB_COMPUTE"},{"id":"433735205326206_640819903416446_1051892455805755","status":"S","user":"mshivanna@unraveldata.com","jobId":"640819903416446","runName":"Interact_with_5000_tables","name":"Interact_with_5000_tables","runId":"1051892455805755","startTime":"2026-01-29T10:46:15.998Z","finishedTime":"2026-01-29T12:30:47.958Z","start_time_long":"2026-01-29T10:46:15.998Z","finished_time_long":"2026-01-29T12:30:47.958Z","duration":6271960,"duration_long":6271960,"read_long":0,"write_long":0,"queue":"sanyams_workspace","dbus":1.57,"dbuCost":0.11,"cents":0.26,"total_cost":0.37,"jobType":"JOB_COMPUTE"},{"id":"433735205326206_162390461298874_752410849909157","status":"S","user":"mshivanna@unraveldata.com","jobId":"162390461298874","runName":"Insert_data_5000_tables","name":"Insert_data_5000_tables","runId":"752410849909157","startTime":"2026-01-29T08:35:32.915Z","finishedTime":"2026-01-29T10:21:00.898Z","start_time_long":"2026-01-29T08:35:32.915Z","finished_time_long":"2026-01-29T10:21:00.898Z","duration":6327983,"duration_long":6327983,"read_long":0,"write_long":0,"queue":"sanyams_workspace","dbus":1.61,"dbuCost":0.11,"cents":0.26,"total_cost":0.37,"jobType":"JOB_COMPUTE"},{"id":"433735205326206_162390461298874_897514709268251","status":"F","user":"mshivanna@unraveldata.com","jobId":"162390461298874","runName":"Insert_data_5000_tables","name":"Insert_data_5000_tables","runId":"897514709268251","startTime":"2026-01-29T08:29:36.626Z","finishedTime":"2026-01-29T08:31:40.657Z","start_time_long":"2026-01-29T08:29:36.626Z","finished_time_long":"2026-01-29T08:31:40.657Z","duration":124031,"duration_long":124031,"read_long":0,"write_long":0,"queue":"sanyams_workspace","dbus":0.01,"dbuCost":0,"cents":0,"total_cost":0,"jobType":"JOB_COMPUTE"}]}Jobs list API
/api/v1/ds/api/v1/databricks/jobs/search
Field | Type | Required | Description |
|---|---|---|---|
start_time | number | Yes | Start time in epoch milliseconds. |
end_time | number | Yes | End time in epoch milliseconds. |
curl -X POST \ -H "Authorization: JWT <token>" \ -H "Content-Type: application/json" \ -H "Accept: application/json" \ -d '{ "start_time": 1767405124213, "end_time": 1769997124213 }' \ "https://pg4797-hf.uddev.unraveldata.com/api/v1/ds/api/v1/databricks/jobs/search"[{"value":"132538605537735","label":"UC_suppliers_without_orders[132538605537735]"},{"value":"746498313561762","label":"Spark_sql1[746498313561762]"},{"value":"14222888054844","label":"UC_high_value_customers[14222888054844]"},{"value":"99367309068342","label":"UC_right_join_orphan_orders[99367309068342]"},{"value":"114667466302524","label":"UC_revenue_after_1995[114667466302524]"},{"value":"123775535430785","label":"UC_customers_without_orders[123775535430785]"},{"value":"761394721602492","label":"UC_Outerjoin_Extlocation[761394721602492]"},{"value":"319288953661792","label":"UC_inner_join_customer_revenue[319288953661792]"},{"value":"494297250999997","label":"New Job Jan 21, 2026, 02:49 PM[494297250999997]"},{"value":"615358978647266","label":"UC_top_orders_per_customer[615358978647266]"}]Jobs
Request
/api/v1/dbworkflows/api/v1/databricks/jobs
Body parameter
Field | Type | Description |
|---|---|---|
start_time | number | Start time in epoch milliseconds. |
end_time | number | End time in epoch milliseconds. |
status | string[] | Job statuses to include (S, F, K, P, R, U, W, T, SK). |
workspace | string[] | Databricks workspace identifiers (optional). |
tags | object | Optional tag filters (key to string array, for example ClusterId). |
jobTypes | string[] | Optional job types (for example, JOB_COMPUTE). |
Example
curl -X POST \ -H "Authorization: JWT <token>" \ -H "Content-Type: application/json" \ -H "Accept: application/json" \ -d '{ "start_time": 1767410940000, "end_time": 1770002999999, "status": ["S","F","K","P","R","U","W","T","SK"], "workspace": ["dbx.v4798.hf.dev.test"], "tags": { "ClusterId": ["0122-195305-dlxa3vgx"] }, "jobTypes": ["JOB_COMPUTE"] }' \ 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