cancel job on the dask scheduler when the broker has not the future

Author: francesconazzaro

cads_broker/config.py

@@ -39,6 +39,8 @@ class BrokerConfig(pydantic_settings.BaseSettings):
     broker_requeue_limit: int = 3
     broker_max_internal_scheduler_tasks: int = 500
     broker_max_accepted_requests: int = 2000
+    broker_cancel_stuck_requests_cache_ttl: int = 60
+    broker_stuck_requests_limit_hours: int = 1
 
 
 class SqlalchemySettings(pydantic_settings.BaseSettings):

cads_broker/database.py

@@ -24,7 +24,6 @@
 
 logger: structlog.stdlib.BoundLogger = structlog.get_logger(__name__)
 
-
 status_enum = sa.Enum(
     "accepted", "running", "failed", "successful", "dismissed", "deleted", name="status"
 )
@@ -476,6 +475,20 @@ def get_users_queue_from_processing_time(
     return queueing_user_costs | running_user_costs
 
 
+def get_stuck_requests(session: sa.orm.Session, hours: int = 1) -> list[str]:
+    """Get all running requests that are not assigned to any worker."""
+    query = (
+        sa.select(SystemRequest.request_uid)
+        .outerjoin(Events, SystemRequest.request_uid == Events.request_uid)
+        .where(
+            SystemRequest.status == "running",
+            SystemRequest.started_at < sa.func.now() - sa.text(f"interval '{hours} hour'"),
+        )
+        .where(Events.event_id == None)
+    )
+    return session.execute(query).scalars().all()
+
+
 def delete_request_qos_status(
     request_uid: str,
     rules: list,

cads_broker/dispatcher.py

@@ -92,6 +92,37 @@ def get_tasks_on_scheduler(dask_scheduler: distributed.Scheduler) -> dict[str, A
     return client.run_on_scheduler(get_tasks_on_scheduler)
 
 
+def cancel_jobs_on_scheduler(client: distributed.Client, job_ids: list[str]) -> None:
+    """Cancel jobs on the dask scheduler.
+
+    This function is executed on the scheduler pod. This just cancel the jobs on the scheduler.
+    See https://stackoverflow.com/questions/49203128/how-do-i-stop-a-running-task-in-dask.
+    """
+
+    def cancel_jobs(dask_scheduler: distributed.Scheduler, job_ids: list[str]) -> None:
+        for job_id in job_ids:
+            if job_id in dask_scheduler.tasks:
+                dask_scheduler.transitions(
+                    {job_id: "cancelled"}, stimulus_id="manual-cancel"
+                )
+
+    return client.run_on_scheduler(cancel_jobs, job_ids=job_ids)
+
+
+@cachetools.cached(  # type: ignore
+    cache=cachetools.TTLCache(
+        maxsize=1024, ttl=CONFIG.broker_cancel_stuck_requests_cache_ttl
+    ),
+    info=True,
+)
+def cancel_stuck_requests(client: distributed.Client, session: sa.orm.Session) -> None:
+    """Get the stuck requests from the database and cancel them on the dask scheduler."""
+    stuck_requests = db.get_stuck_requests(
+        session=session, hours=CONFIG.broker_stuck_requests_limit_hours
+    )
+    cancel_jobs_on_scheduler(client, job_ids=stuck_requests)
+
+
 class Scheduler:
     """A simple scheduler to store the tasks to update the qos_rules in the database.
 
@@ -379,9 +410,13 @@ def sync_database(self, session: sa.orm.Session) -> None:
         dismissed_requests = db.get_dismissed_requests(
             session, limit=CONFIG.broker_max_accepted_requests
         )
-        for i, request in enumerate(dismissed_requests):
+        for request in dismissed_requests:
             if future := self.futures.pop(request.request_uid, None):
                 future.cancel()
+            else:
+                # if the request is not in the futures, it means that the request has been lost by the broker
+                # try to cancel the job directly on the scheduler
+                cancel_jobs_on_scheduler(self.client, job_ids=[request.request_uid])
             session = self.manage_dismissed_request(request, session)
         session.commit()
 
@@ -610,12 +645,12 @@ def processing_time_priority_algorithm(
         interval_stop = datetime.datetime.now()
         # temporary solution to prioritize high priority user
         users_queue = {
-            "27888ffa-0973-4794-9b3c-9efb6767f66f": 0, # wekeo
-            "d67a13db-86cc-439d-823d-6517003de29f": 0, # CDS Apps user
-            "365ac1da-090e-4b85-9088-30c676bc5251": 0, # Gionata
-            "74c6f9a1-8efe-4a6c-b06b-9f8ddcab188d": 0, # User Support
-            "4d92cc89-d586-4731-8553-07df5dae1886": 0, # Luke Jones
-            "8d8ee054-6a09-4da8-a5be-d5dff52bbc5f": 0, # Petrut
+            "27888ffa-0973-4794-9b3c-9efb6767f66f": 0,  # wekeo
+            "d67a13db-86cc-439d-823d-6517003de29f": 0,  # CDS Apps user
+            "365ac1da-090e-4b85-9088-30c676bc5251": 0,  # Gionata
+            "74c6f9a1-8efe-4a6c-b06b-9f8ddcab188d": 0,  # User Support
+            "4d92cc89-d586-4731-8553-07df5dae1886": 0,  # Luke Jones
+            "8d8ee054-6a09-4da8-a5be-d5dff52bbc5f": 0,  # Petrut
         } | db.get_users_queue_from_processing_time(
             interval_stop=interval_stop,
             session=session_write,
@@ -740,6 +775,7 @@ def run(self) -> None:
                         self.queue.values(), session_write
                     )
 
+                cancel_stuck_requests(client=self.client, session=session_read)
                 running_requests = len(db.get_running_requests(session=session_read))
                 queue_length = self.queue.len()
                 available_workers = self.number_of_workers - running_requests

tests/test_02_database.py

@@ -189,6 +189,51 @@ def test_count_requests(session_obj: sa.orm.sessionmaker) -> None:
         assert 3 == db.count_requests(session=session, status=["accepted", "running"])
 
 
+def test_get_stuck_running_requests(session_obj: sa.orm.sessionmaker) -> None:
+    adaptor_properties = mock_config()
+    request1 = mock_system_request(
+        status="accepted",
+        adaptor_properties_hash=adaptor_properties.hash,
+    )
+    request2 = mock_system_request(
+        status="running",
+        started_at=datetime.datetime.now() - datetime.timedelta(hours=2),
+        adaptor_properties_hash=adaptor_properties.hash,
+    )
+    request_uid2 = request2.request_uid
+    request3 = mock_system_request(
+        status="running",
+        started_at=datetime.datetime.now() - datetime.timedelta(hours=1, minutes=10),
+        adaptor_properties_hash=adaptor_properties.hash,
+    )
+    request_uid3 = request3.request_uid
+    request4 = mock_system_request(
+        status="running",
+        started_at=datetime.datetime.now() - datetime.timedelta(hours=5, minutes=10),
+        adaptor_properties_hash=adaptor_properties.hash,
+    )
+    event4 = mock_event(
+        request_uid=request4.request_uid,
+        event_type="worker-name",
+        message="worker-0",
+        timestamp=datetime.datetime.now() - datetime.timedelta(minutes=5),
+    )
+
+    with session_obj() as session:
+        session.add(adaptor_properties)
+        session.add(request1)
+        session.add(request2)
+        session.add(request3)
+        session.add(request4)
+        session.add(event4)
+        session.commit()
+        requests = db.get_stuck_requests(session=session)
+
+    assert len(requests) == 2
+    assert request_uid2 in requests
+    assert request_uid3 in requests
+
+
 def test_add_qos_rule(session_obj: sa.orm.sessionmaker) -> None:
     rule = MockRule("rule_name", "conclusion", "info", "condition")
     with session_obj() as session: