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log aggregation from kubernetesExecutor using kubernetesAPI
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**Description**
there are three main ways for storing logs in airflow in `k8s` including shared `persistVolume`, `s3` object storage, and `elasticsearch`
putting shared volume aside, the elasticsearch way haven't been implemented nicely when using `kubernetesExecutor` as your executor in airflow
the current flow is something like this :
- for each task `kubernetesExecutor` creates a pod acting as the hosting worker node
- task logs are persisted either on the pods local disk or stored in containers log via `elasticsearch.write_json=true` in `airflow.cfg` file
- from there a log aggregator service (in my case `filebeats`+`logstash`) reads from the log files and sends it to elastic search
the solution above can be improved because as of now
- you either have logs persisted on your containers local disk so you need a `filebeat`/`logstash` container next to each worker container with shared volume mounted on log directory
- or you have used `elasticsearch.write_json=true` config which enables you to read from log file generated by `k8s` (usually in `/var/log/container/*.log`) via a `daemonset` of `filebeat` which is responsible for log aggregation for each node
although both of the solutions work, there is still a waste of resources in both solutions
meanwhile we have the `kubernetesPodOperator` that does the fascinating job of retrieving logs from the task-pods stdout via kubernetes APIs by default!
i was thinking that combining these two features (`elasticsearch.write_stdout=true` and `kubernetesPodOperator` default behavior) we are able to send logs from worker pods to the scheduler directly and have them stored in the scheduler pod instead
**Use case / motivation**
well first of all in case you are deploying your scheduler and webserver service outside of your `k8s` cluster, thats the end of the road for you since you have your logs stored in a disk both visible from web-server and scheduler
if you are deploying your scheduler and webserver on `k8s` (which is a co…
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