1717from kubernetes import client , watch
1818from reana_commons .config import REANA_RUNTIME_KUBERNETES_NAMESPACE
1919from reana_commons .k8s .api_client import current_k8s_corev1_api_client
20- from reana_db .database import Session
21- from reana_db .models import Job , JobStatus
20+ from reana_db .models import JobStatus
2221
2322from reana_job_controller .config import (
2423 COMPUTE_BACKENDS ,
3231 C4P_SSH_TIMEOUT ,
3332 C4P_SSH_BANNER_TIMEOUT ,
3433 C4P_SSH_AUTH_TIMEOUT ,
34+ KUEUE_ENABLED ,
35+ KUEUE_DEFAULT_QUEUE ,
3536)
3637
3738from reana_job_controller .job_db import JOB_DB , store_job_logs , update_job_status
38- from reana_job_controller .kubernetes_job_manager import KubernetesJobManager
3939from reana_job_controller .utils import (
4040 SSHClient ,
4141 singleton ,
@@ -104,7 +104,8 @@ def get_reana_job_id(self, backend_job_id: str) -> str:
104104 remaining_jobs = self ._get_remaining_jobs ()
105105 return remaining_jobs [backend_job_id ]
106106
107- def get_backend_job_id (self , job_pod ):
107+ @staticmethod
108+ def get_backend_job_id (job_pod ):
108109 """Get the backend job id for the backend object.
109110
110111 :param job_pod: Compute backend job object (Kubernetes V1Pod
@@ -115,7 +116,7 @@ def get_backend_job_id(self, job_pod):
115116 """
116117 return job_pod .metadata .labels ["job-name" ]
117118
118- def should_process_job (self , job_pod ) -> bool :
119+ def should_process_job_pod (self , job_pod ) -> bool :
119120 """Decide whether the job should be processed or not.
120121
121122 Each job is processed only once, when it reaches a final state (either `failed` or `finished`).
@@ -141,6 +142,27 @@ def should_process_job(self, job_pod) -> bool:
141142
142143 return is_job_in_remaining_jobs and is_job_completed
143144
145+ def should_process_job (self , job ) -> bool :
146+ """Decide whether the job should be processed or not.
147+
148+ Each job is processed only once, when it reaches a final state (either `failed` or `finished`).
149+
150+ :param job: Compute backend job object (Kubernetes V1Job
151+ https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Job.md)
152+ """
153+ remaining_jobs = self ._get_remaining_jobs (
154+ statuses_to_skip = [
155+ JobStatus .finished .name ,
156+ JobStatus .failed .name ,
157+ JobStatus .stopped .name ,
158+ ]
159+ )
160+
161+ is_job_in_remaining_jobs = job .metadata .name in remaining_jobs
162+ is_job_completed = not job .status .active and (job .status .succeeded or job .status .failed )
163+
164+ return is_job_in_remaining_jobs and is_job_completed
165+
144166 @staticmethod
145167 def _get_job_container_statuses (job_pod ):
146168 return (job_pod .status .container_statuses or []) + (
@@ -230,13 +252,77 @@ def get_job_status(self, job_pod) -> Optional[str]:
230252
231253 return status
232254
233- def watch_jobs (self , job_db , app = None ):
234- """Open stream connection to k8s apiserver to watch all jobs status.
255+ def watch_job_event_stream (self ):
256+ """
257+ Watch job events from the Kubernetes API.
235258
236- :param job_db: Dictionary which contains all current jobs.
259+ This method is used when MultiKueue is enabled, since in that case we can't
260+ directly monitor the worker pods as they are remote.
237261 """
238262 while True :
239263 logging .info ("Starting a new stream request to watch Jobs" )
264+
265+ try :
266+ w = watch .Watch ()
267+ for event in w .stream (
268+ client .BatchV1Api ().list_namespaced_job ,
269+ namespace = REANA_RUNTIME_KUBERNETES_NAMESPACE ,
270+ label_selector = f"reana-run-job-workflow-uuid={ self .workflow_uuid } " ,
271+ ):
272+ logging .info (f"New Job event received: { event ["type" ]} " )
273+
274+ job = event ["object" ]
275+ job_id = job .metadata .name
276+ job_finished = (
277+ job .status .succeeded
278+ and not job .status .active
279+ and not job .status .failed
280+ )
281+ job_status = (
282+ JobStatus .finished .name
283+ if job_finished
284+ else (
285+ JobStatus .failed .name
286+ if job .status .failed
287+ else JobStatus .running .name
288+ )
289+ )
290+
291+ if self .should_process_job (job ):
292+ reana_job_id = self .get_reana_job_id (job_id )
293+
294+ if job_status == JobStatus .failed .name :
295+ self .log_disruption (
296+ event ["object" ].status .conditions , job_id
297+ )
298+
299+ # TODO: Fetch logs from the remote job pod on the remote worker when MultiKueue supports this
300+ logs = self .job_manager_cls .get_logs (job_id )
301+ if logs is not None :
302+ store_job_logs (reana_job_id , logs )
303+
304+ update_job_status (
305+ reana_job_id ,
306+ job_status ,
307+ )
308+
309+ if JobStatus .should_cleanup_job (job_status ):
310+ self .clean_job (job_id )
311+
312+ except client .rest .ApiException as e :
313+ logging .exception (f"Error from Kubernetes API while watching jobs: { e } " )
314+ except Exception as e :
315+ logging .error (traceback .format_exc ())
316+ logging .error ("Unexpected error: {}" .format (e ))
317+
318+ def watch_pod_event_stream (self ):
319+ """
320+ Watch pod events from the Kubernetes API.
321+
322+ This method is used when MultiKueue is not enabled, since in that case we can
323+ directly monitor the worker pods as they are running on the local cluster.
324+ """
325+ while True :
240326 try :
241327 w = watch .Watch ()
242328 for event in w .stream (
@@ -249,7 +335,7 @@ def watch_jobs(self, job_db, app=None):
249335
250336 # Each job is processed once, when reaching a final state
251337 # (either successfully or not)
252- if self .should_process_job (job_pod ):
338+ if self .should_process_job_pod (job_pod ):
253339 job_status = self .get_job_status (job_pod )
254340 backend_job_id = self .get_backend_job_id (job_pod )
255341 reana_job_id = self .get_reana_job_id (backend_job_id )
@@ -276,7 +362,20 @@ def watch_jobs(self, job_db, app=None):
276362 logging .error (traceback .format_exc ())
277363 logging .error ("Unexpected error: {}" .format (e ))
278364
279- def log_disruption (self , conditions , backend_job_id ):
365+ def watch_jobs (self , job_db , app = None ):
366+ """Open stream connection to k8s apiserver to watch all jobs status.
367+
368+ :param job_db: Dictionary which contains all current jobs.
369+ """
370+ # If using MultiKueue, watch jobs instead of pods since worker pods could be
371+ # running on a remote cluster that we can't directly monitor
372+ if KUEUE_ENABLED :
373+ self .watch_job_event_stream ()
374+ else :
375+ self .watch_pod_event_stream ()
376+
377+ @staticmethod
378+ def log_disruption (conditions , backend_job_id ):
280379 """Log disruption message from Kubernetes event conditions.
281380
282381 Usually it is pod eviction but can be any of https://kubernetes.io/docs/concepts/workloads/pods/disruptions/#pod-disruption-conditions.
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