aru-trackunit commented on code in PR #59217:
URL: https://github.com/apache/airflow/pull/59217#discussion_r2685328650


##########
providers/databricks/src/airflow/providers/databricks/hooks/databricks.py:
##########
@@ -37,37 +37,37 @@
 from airflow.providers.common.compat.sdk import AirflowException
 from airflow.providers.databricks.hooks.databricks_base import 
BaseDatabricksHook
 
-GET_CLUSTER_ENDPOINT = ("GET", "2.0/clusters/get")
-RESTART_CLUSTER_ENDPOINT = ("POST", "2.0/clusters/restart")
-START_CLUSTER_ENDPOINT = ("POST", "2.0/clusters/start")
-TERMINATE_CLUSTER_ENDPOINT = ("POST", "2.0/clusters/delete")
+GET_CLUSTER_ENDPOINT = ("GET", "2.2/clusters/get")
+RESTART_CLUSTER_ENDPOINT = ("POST", "2.2/clusters/restart")
+START_CLUSTER_ENDPOINT = ("POST", "2.2/clusters/start")
+TERMINATE_CLUSTER_ENDPOINT = ("POST", "2.2/clusters/delete")
 
-CREATE_ENDPOINT = ("POST", "2.1/jobs/create")
-RESET_ENDPOINT = ("POST", "2.1/jobs/reset")
-UPDATE_ENDPOINT = ("POST", "2.1/jobs/update")
-RUN_NOW_ENDPOINT = ("POST", "2.1/jobs/run-now")
-SUBMIT_RUN_ENDPOINT = ("POST", "2.1/jobs/runs/submit")
-GET_RUN_ENDPOINT = ("GET", "2.1/jobs/runs/get")
-CANCEL_RUN_ENDPOINT = ("POST", "2.1/jobs/runs/cancel")
-DELETE_RUN_ENDPOINT = ("POST", "2.1/jobs/runs/delete")
-REPAIR_RUN_ENDPOINT = ("POST", "2.1/jobs/runs/repair")
-OUTPUT_RUNS_JOB_ENDPOINT = ("GET", "2.1/jobs/runs/get-output")
-CANCEL_ALL_RUNS_ENDPOINT = ("POST", "2.1/jobs/runs/cancel-all")
+CREATE_ENDPOINT = ("POST", "2.2/jobs/create")
+RESET_ENDPOINT = ("POST", "2.2/jobs/reset")
+UPDATE_ENDPOINT = ("POST", "2.2/jobs/update")
+RUN_NOW_ENDPOINT = ("POST", "2.2/jobs/run-now")
+SUBMIT_RUN_ENDPOINT = ("POST", "2.2/jobs/runs/submit")
+GET_RUN_ENDPOINT = ("GET", "2.2/jobs/runs/get")
+CANCEL_RUN_ENDPOINT = ("POST", "2.2/jobs/runs/cancel")
+DELETE_RUN_ENDPOINT = ("POST", "2.2/jobs/runs/delete")
+REPAIR_RUN_ENDPOINT = ("POST", "2.2/jobs/runs/repair")
+OUTPUT_RUNS_JOB_ENDPOINT = ("GET", "2.2/jobs/runs/get-output")
+CANCEL_ALL_RUNS_ENDPOINT = ("POST", "2.2/jobs/runs/cancel-all")
 
-INSTALL_LIBS_ENDPOINT = ("POST", "2.0/libraries/install")
-UNINSTALL_LIBS_ENDPOINT = ("POST", "2.0/libraries/uninstall")
-UPDATE_REPO_ENDPOINT = ("PATCH", "2.0/repos/")
-DELETE_REPO_ENDPOINT = ("DELETE", "2.0/repos/")
-CREATE_REPO_ENDPOINT = ("POST", "2.0/repos")
+INSTALL_LIBS_ENDPOINT = ("POST", "2.2/libraries/install")
+UNINSTALL_LIBS_ENDPOINT = ("POST", "2.2/libraries/uninstall")
+UPDATE_REPO_ENDPOINT = ("PATCH", "2.2/repos/")
+DELETE_REPO_ENDPOINT = ("DELETE", "2.2/repos/")
+CREATE_REPO_ENDPOINT = ("POST", "2.2/repos")
 
-LIST_JOBS_ENDPOINT = ("GET", "2.1/jobs/list")
-LIST_PIPELINES_ENDPOINT = ("GET", "2.0/pipelines")
-LIST_SQL_ENDPOINTS_ENDPOINT = ("GET", "2.0/sql/endpoints")
+LIST_JOBS_ENDPOINT = ("GET", "2.2/jobs/list")
+LIST_PIPELINES_ENDPOINT = ("GET", "2.2/pipelines")
+LIST_SQL_ENDPOINTS_ENDPOINT = ("GET", "2.2/sql/endpoints")

Review Comment:
   This endpoint unfortunately does not exist and I even do think that has been 
migrated to: https://docs.databricks.com/api/workspace/warehouses/list
   ```
   [2026-01-13 03:32:41] ERROR - Task failed with exception source=task 
loc=task_runner.py:986
   AirflowException: Response: {"error":"Bad Target: /api/2.2/sql/endpoints"}
   , Status Code: 404
   
   HTTPError: 404 Client Error: Not Found for url: 
https://dbc-instance-random.cloud.databricks.com/api/2.2/sql/endpoints
   
   File 
"/home/airflow/.local/lib/python3.12/site-packages/airflow/providers/databricks/hooks/databricks_base.py",
 line 704 in _do_api_call
   File 
"/home/airflow/.local/lib/python3.12/site-packages/tenacity/__init__.py", line 
445 in __iter__
   File 
"/home/airflow/.local/lib/python3.12/site-packages/tenacity/__init__.py", line 
378 in iter
   File 
"/home/airflow/.local/lib/python3.12/site-packages/tenacity/__init__.py", line 
400 in <lambda>
   File "/usr/python/lib/python3.12/concurrent/futures/_base.py", line 449 in 
result
   File "/usr/python/lib/python3.12/concurrent/futures/_base.py", line 401 in 
__get_result
   File 
"/home/airflow/.local/lib/python3.12/site-packages/airflow/providers/databricks/hooks/databricks_base.py",
 line 723 in _do_api_call
   File "/home/airflow/.local/lib/python3.12/site-packages/requests/models.py", 
line 1026 in raise_for_status
   ```
   
   Previous version `api/2.0/sql/endpoints` works is there even though is not 
listed in the Databricks documentation.



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