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KubernetesExecutor do not spawn Kubernetes Pod Operator pods. #17629
Description
Apache Airflow version: 2.1.2 (but happened on 2.0.2 as well)
OS: debian
Apache Airflow Provider versions:
apache-airflow-providers-celery==2.0.0
apache-airflow-providers-cncf-kubernetes==2.0.1
apache-airflow-providers-docker==2.1.0
apache-airflow-providers-elasticsearch==2.0.2
apache-airflow-providers-ftp==2.0.0
apache-airflow-providers-google==5.0.0
apache-airflow-providers-hashicorp==2.0.0
apache-airflow-providers-http==2.0.0
apache-airflow-providers-imap==2.0.0
apache-airflow-providers-mysql==2.1.0
apache-airflow-providers-postgres==2.0.0
apache-airflow-providers-redis==2.0.0
apache-airflow-providers-slack==4.0.0
apache-airflow-providers-sqlite==2.0.0
apache-airflow-providers-ssh==2.1.0
Deployment:
GKE
Client Version: version.Info{Major:"1", Minor:"20", GitVersion:"v1.20.7", GitCommit:"132a687512d7fb058d0f5890f07d4121b3f0a2e2", GitTreeState:"clean", BuildDate:"2021-05-12T12:40:09Z", GoVersion:"go1.15.12", Compiler:"gc", Platform:"darwin/amd64"}
Server Version: version.Info{Major:"1", Minor:"20+", GitVersion:"v1.20.8-gke.900", GitCommit:"28ab8501be88ea42e897ca8514d7cd0b436253d9", GitTreeState:"clean", BuildDate:"2021-06-30T09:23:36Z", GoVersion:"go1.15.13b5", Compiler:"gc", Platform:"linux/amd64"}
What happened:
Airflow was working fine, but out of blue, stopped working properly.
Basically, DAG starts and then tasks first task fail, but they were running okay a week ago. KubernetesExecutor stopped spawning KubernetesPodOperators and there are no logs or errors. If I run directly (kubectl apply -f) template I use for Operator, it runs successfully.
Airflow utilize the same service account for Operator and Executor, so if Executor created successfully, that means no problem with a service account
Also, since DAG syncs successfully, no problem with git-sync.
kubectl get events does not show any attempts to create any pods for the task
dag_processor_manager.log also free of any errors.
So, Executor successfully created and proceeded to Complete and no Pod Operator was created.
Executor
apiVersion: v1
kind: Pod
metadata:
...
spec:
restartPolicy: Never
serviceAccountName: airflow # this account have rights to create pods
automountServiceAccountToken: true
volumes:
- name: dags
emptyDir: {}
- name: logs
emptyDir: {}
- configMap:
name: airflow-git-sync-configmap
name: airflow-git-sync-configmap
initContainers:
- name: git-sync-clone
securityContext:
runAsUser: 65533
runAsGroup: 65533
image: k8s.gcr.io/git-sync/git-sync:v3.3.1
imagePullPolicy: Always
volumeMounts:
- mountPath: /tmp/git
name: dags
resources:
...
args: ["--one-time"]
envFrom:
- configMapRef:
name: airflow-git-sync-configmap
- secretRef:
name: airflow-git-sync-secret
containers:
- name: base
image: <artifactory_url>/airflow:latest
volumeMounts:
- name: dags
mountPath: /opt/airflow/dags
- name: logs
mountPath: /opt/airflow/logs
imagePullPolicy: AlwaysPod template
apiVersion: v1
kind: Pod
metadata:
....
spec:
serviceAccountName: airflow
automountServiceAccountToken: true
volumes:
- name: sql
emptyDir: {}
initContainers:
- name: git-sync
image: k8s.gcr.io/git-sync/git-sync:v3.3.1
imagePullPolicy: Always
args: ["--one-time"]
volumeMounts:
- name: sql
mountPath: /tmp/git/
resources:
requests:
memory: 300Mi
cpu: 500m
limits:
memory: 600Mi
cpu: 1000m
envFrom:
- configMapRef:
name: git-sync-configmap
- secretRef:
name: airflow-git-sync-secret
containers:
- name: base
imagePullPolicy: Always
image: <artifactory_url>/clickhouse-client-gcloud:20.6.4.44
volumeMounts:
- name: sql
mountPath: /opt/sql
resources:
....
env:
- name: GS_SERVICE_ACCOUNT
valueFrom:
secretKeyRef:
name: gs-service-account
key: service_account.json
- name: DB_CREDENTIALS
valueFrom:
secretKeyRef:
name: estimation-db-secret
key: db_cred.jsonDAG
from textwrap import dedent
from airflow import DAG
from airflow.utils.dates import days_ago
from airflow.contrib.operators.kubernetes_pod_operator import KubernetesPodOperator
TEMPLATE_PATH = "/opt/airflow/dags/airflow-dags.git/pod_templates"
args = {
...
}
def create_pipeline(dag_: DAG):
task_startup_client = KubernetesPodOperator(
name="clickhouse-client",
task_id="clickhouse-client",
labels={"application": "clickhouse-client-gsutil"},
pod_template_file=f"{TEMPLATE_PATH}/template.yaml",
cmds=["sleep", "60000"],
reattach_on_restart=True,
is_delete_operator_pod=False,
get_logs=True,
log_events_on_failure=True,
dag=dag_,
)
task_startup_client
with DAG(
dag_id="MANUAL-GKE-clickhouse-client",
default_args=args,
schedule_interval=None,
max_active_runs=1,
start_date=days_ago(2),
tags=["utility"],
) as dag:
create_pipeline(dag)In scheduler:
...
Event: manualgkeclickhouseclientaticlickhouseclient.9959fa1fd13a4b6fbdaf40549a09d2f9 Succeeded
...
Executor logs:
[2021-08-15 18:40:27,045] {settings.py:208} DEBUG - Setting up DB connection pool (PID 1)
[2021-08-15 18:40:27,046] {settings.py:276} DEBUG - settings.prepare_engine_args(): Using pool settings. pool_size=5, max_overflow=10, pool_recycle=1800, pid=1
[2021-08-15 18:40:27,095] {cli_action_loggers.py:40} DEBUG - Adding <function default_action_log at 0x7f0556c5e280> to pre execution callback
[2021-08-15 18:40:28,070] {cli_action_loggers.py:66} DEBUG - Calling callbacks: [<function default_action_log at 0x7f0556c5e280>]
[2021-08-15 18:40:28,106] {settings.py:208} DEBUG - Setting up DB connection pool (PID 1)
[2021-08-15 18:40:28,107] {settings.py:244} DEBUG - settings.prepare_engine_args(): Using NullPool
[2021-08-15 18:40:28,109] {dagbag.py:496} INFO - Filling up the DagBag from /opt/airflow/dags/ati-airflow-dags.git/dag_clickhouse-client.py
[2021-08-15 18:40:28,110] {dagbag.py:311} DEBUG - Importing /opt/airflow/dags/ati-airflow-dags.git/dag_clickhouse-client.py
/usr/local/lib/python3.9/site-packages/airflow/providers/cncf/kubernetes/backcompat/backwards_compat_converters.py:26 DeprecationWarning: This module is deprecated. Please use `kubernetes.client.models.V1Volume`.
/usr/local/lib/python3.9/site-packages/airflow/providers/cncf/kubernetes/backcompat/backwards_compat_converters.py:27 DeprecationWarning: This module is deprecated. Please use `kubernetes.client.models.V1VolumeMount`.
[2021-08-15 18:40:28,135] {dagbag.py:461} DEBUG - Loaded DAG <DAG: MANUAL-GKE-clickhouse-client>
[2021-08-15 18:40:28,176] {plugins_manager.py:281} DEBUG - Loading plugins
[2021-08-15 18:40:28,176] {plugins_manager.py:225} DEBUG - Loading plugins from directory: /opt/airflow/plugins
[2021-08-15 18:40:28,177] {plugins_manager.py:205} DEBUG - Loading plugins from entrypoints
[2021-08-15 18:40:28,238] {plugins_manager.py:418} DEBUG - Integrate DAG plugins
Running <TaskInstance: MANUAL-GKE-clickhouse-client.clickhouse-client 2021-08-15T18:39:38.150950+00:00 [queued]> on host manualgkeclickhouseclientclickhouseclient.9959fa1fd13a4b6fbd
[2021-08-15 18:40:28,670] {cli_action_loggers.py:84} DEBUG - Calling callbacks: []
[2021-08-15 18:40:28,670] {settings.py:302} DEBUG - Disposing DB connection pool (PID 1)
What you expected to happen:
Expect to Executor to create a pod for Kubernetes Pod Operator or throw any type of error.
Activity
SimonOsipov commentedon Aug 15, 2021
The only thing remotely related to errors I found:
sneakythr0ws commentedon Aug 16, 2021
Seems like its wrong resource_version processing
https://v1-20.docs.kubernetes.io/docs/reference/using-api/api-concepts/#410-gone-responses
https://v1-20.docs.kubernetes.io/docs/reference/using-api/api-concepts/#unavailable-resource-versions
SimonOsipov commentedon Aug 18, 2021
I redeployed configmap, used with the git-sync container, and this problem above (
Kubernetes resource version is too old) is gone.But the problem with 1.20 Kubernetes remains.
Airflow successfully creates Executor Pods, but it can't create any Kubernetes Pod Operators with no specific errors logged.
mymzheka commentedon Mar 19, 2022
Same situation with airflow 2.2.4 deployed from helm chart 1.5.0
openshift 3.11
kubernetes v.1.11.0
upd
Same result for k8s 1.21 and airflow 2.1.4 , no error message
Have no idea where I go wrong
upd2
worked on 1.21 with in_cluster=True