如何调试在 Fargate 上调度失败而卡在挂起状态的容器？
How to Debug Containers Stuck in Pending State with Failed Scheduling on Fargate?
Objective
我的 objective 是能够使用 Fargate 在 AWS EKS 上部署。我已经成功地使用 node_group 进行了部署。但是，当我转而使用 Fargate 时，似乎 pods 都停留在挂起状态。
我当前的代码是什么样的
我正在使用 Terraform 进行配置（不一定要寻找 Terraform 答案）。这就是我创建 EKS 集群的方式：
module "eks_cluster" {
source = "terraform-aws-modules/eks/aws"
version = "13.2.1"
cluster_name = "${var.project_name}-${var.env_name}"
cluster_version = var.cluster_version
vpc_id = var.vpc_id
cluster_enabled_log_types = ["api", "audit", "authenticator", "controllerManager", "scheduler"]
enable_irsa = true
subnets = concat(var.private_subnet_ids, var.public_subnet_ids)
create_fargate_pod_execution_role = false
node_groups = {
my_nodes = {
desired_capacity = 1
max_capacity = 2
min_capacity = 1
instance_type = var.nodes_instance_type
subnets = var.private_subnet_ids
}
}
}
这就是我配置 Fargate 配置文件的方式：
resource "aws_eks_fargate_profile" "airflow" {
cluster_name = module.eks_cluster.cluster_id
fargate_profile_name = "${var.project_name}-fargate-${var.env_name}"
pod_execution_role_arn = aws_iam_role.fargate_iam_role.arn
subnet_ids = var.private_subnet_ids
selector {
namespace = "airflow"
}
}
这就是我创建和附加所需策略的方式：
resource "aws_iam_role" "fargate_iam_role" {
name = "${var.project_name}-fargate-${var.env_name}"
force_detach_policies = true
assume_role_policy = jsonencode({
Statement = [{
Action = "sts:AssumeRole"
Effect = "Allow"
Principal = {
Service = ["eks-fargate-pods.amazonaws.com", "eks.amazonaws.com"]
}
}]
Version = "2012-10-17"
})
}
# Attach IAM Policy for Fargate
resource "aws_iam_role_policy_attachment" "fargate_pod_execution" {
role = aws_iam_role.fargate_iam_role.name
policy_arn = "arn:aws:iam::aws:policy/AmazonEKSFargatePodExecutionRolePolicy"
}
我试过但不起作用
我尝试在 Fargate Profile 存在的同一个命名空间中部署 pods（我正在使用 Helm 图表）。当我 运行 kubectl get pods -n airflow 我看到我所有的 pods 待定，如：
NAME READY STATUS RESTARTS AGE
airflow-flower-79b5948677-vww5d 0/1 Pending 0 40s
airflow-redis-master-0 0/1 Pending 0 40s
airflow-scheduler-6b6bd4b6f6-j9qzg 0/2 Pending 0 41s
airflow-web-567b55fbbf-z8dsg 0/2 Pending 0 41s
airflow-worker-0 0/2 Pending 0 40s
airflow-worker-1 0/2 Pending 0 40s
然后我查看 kubectl get events -n airflow 的事件，我得到：
LAST SEEN TYPE REASON OBJECT MESSAGE
2m15s Normal LoggingEnabled pod/airflow-flower-79b5948677-vww5d Successfully enabled logging for pod
2m16s Normal SuccessfulCreate replicaset/airflow-flower-79b5948677 Created pod: airflow-flower-79b5948677-vww5d
2m17s Normal ScalingReplicaSet deployment/airflow-flower Scaled up replica set airflow-flower-79b5948677 to 1
2m15s Normal LoggingEnabled pod/airflow-redis-master-0 Successfully enabled logging for pod
2m16s Normal SuccessfulCreate statefulset/airflow-redis-master create Pod airflow-redis-master-0 in StatefulSet airflow-redis-master successful
2m15s Normal LoggingEnabled pod/airflow-scheduler-6b6bd4b6f6-j9qzg Successfully enabled logging for pod
2m16s Normal SuccessfulCreate replicaset/airflow-scheduler-6b6bd4b6f6 Created pod: airflow-scheduler-6b6bd4b6f6-j9qzg
2m17s Normal NoPods poddisruptionbudget/airflow-scheduler No matching pods found
2m17s Normal ScalingReplicaSet deployment/airflow-scheduler Scaled up replica set airflow-scheduler-6b6bd4b6f6 to 1
2m15s Normal LoggingEnabled pod/airflow-web-567b55fbbf-z8dsg Successfully enabled logging for pod
2m16s Normal SuccessfulCreate replicaset/airflow-web-567b55fbbf Created pod: airflow-web-567b55fbbf-z8dsg
2m17s Normal ScalingReplicaSet deployment/airflow-web Scaled up replica set airflow-web-567b55fbbf to 1
2m15s Normal LoggingEnabled pod/airflow-worker-0 Successfully enabled logging for pod
2m15s Normal LoggingEnabled pod/airflow-worker-1 Successfully enabled logging for pod
2m16s Normal SuccessfulCreate statefulset/airflow-worker create Pod airflow-worker-0 in StatefulSet airflow-worker successful
2m16s Normal SuccessfulCreate statefulset/airflow-worker create Pod airflow-worker-1 in StatefulSet airflow-worker successful
然后我尝试描述 pods 之一（通过 kubectl describe pod），我得到：
Name: airflow-redis-master-0
Namespace: airflow
Priority: 2000001000
Priority Class Name: system-node-critical
Node: <none>
Labels: app=redis
chart=redis-10.5.7
controller-revision-hash=airflow-redis-master-588d57785d
eks.amazonaws.com/fargate-profile=airflow-fargate-airflow-dev
release=airflow
role=master
statefulset.kubernetes.io/pod-name=airflow-redis-master-0
Annotations: CapacityProvisioned: 0.25vCPU 0.5GB
Logging: LoggingEnabled
checksum/configmap: 2b82c78fd9186045e6e2b44cfbb38460310697cf2f2f175c9d8618dd4d42e1ca
checksum/health: a5073935c8eb985cf8f3128ba7abbc4121cef628a9a1b0924c95cf97d33323bf
checksum/secret: e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
cluster-autoscaler.kubernetes.io/safe-to-evict: true
kubernetes.io/psp: eks.privileged
Status: Pending
IP:
IPs: <none>
Controlled By: StatefulSet/airflow-redis-master
NominatedNodeName: 6f344dfd11-000a9c54e4e240a2a8b3dfceb5f8227e
Containers:
airflow-redis:
Image: docker.io/bitnami/redis:5.0.7-debian-10-r32
Port: 6379/TCP
Host Port: 0/TCP
Command:
/bin/bash
-c
if [[ -n $REDIS_PASSWORD_FILE ]]; then
password_aux=`cat ${REDIS_PASSWORD_FILE}`
export REDIS_PASSWORD=$password_aux
fi
if [[ ! -f /opt/bitnami/redis/etc/master.conf ]];then
cp /opt/bitnami/redis/mounted-etc/master.conf /opt/bitnami/redis/etc/master.conf
fi
if [[ ! -f /opt/bitnami/redis/etc/redis.conf ]];then
cp /opt/bitnami/redis/mounted-etc/redis.conf /opt/bitnami/redis/etc/redis.conf
fi
ARGS=("--port" "${REDIS_PORT}")
ARGS+=("--requirepass" "${REDIS_PASSWORD}")
ARGS+=("--masterauth" "${REDIS_PASSWORD}")
ARGS+=("--include" "/opt/bitnami/redis/etc/redis.conf")
ARGS+=("--include" "/opt/bitnami/redis/etc/master.conf")
/run.sh ${ARGS[@]}
Liveness: exec [sh -c /health/ping_liveness_local.sh 5] delay=5s timeout=5s period=5s #success=1 #failure=5
Readiness: exec [sh -c /health/ping_readiness_local.sh 5] delay=5s timeout=1s period=5s #success=1 #failure=5
Environment:
REDIS_REPLICATION_MODE: master
REDIS_PASSWORD: <set to the key 'redis-password' in secret 'my-creds'> Optional: false
REDIS_PORT: 6379
Mounts:
/data from redis-data (rw)
/health from health (rw)
/opt/bitnami/redis/etc/ from redis-tmp-conf (rw)
/opt/bitnami/redis/mounted-etc from config (rw)
/var/run/secrets/kubernetes.io/serviceaccount from default-token-dmwvn (ro)
Volumes:
health:
Type: ConfigMap (a volume populated by a ConfigMap)
Name: airflow-redis-health
Optional: false
config:
Type: ConfigMap (a volume populated by a ConfigMap)
Name: airflow-redis
Optional: false
redis-data:
Type: EmptyDir (a temporary directory that shares a pod's lifetime)
Medium:
SizeLimit: <unset>
redis-tmp-conf:
Type: EmptyDir (a temporary directory that shares a pod's lifetime)
Medium:
SizeLimit: <unset>
default-token-dmwvn:
Type: Secret (a volume populated by a Secret)
SecretName: default-token-dmwvn
Optional: false
QoS Class: BestEffort
Node-Selectors: <none>
Tolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s
node.kubernetes.io/unreachable:NoExecute op=Exists for 300s
Events:
Type Reason Age From Message
---- ------ ---- ---- -------
Normal LoggingEnabled 3m12s fargate-scheduler Successfully enabled logging for pod
Warning FailedScheduling 12s fargate-scheduler Pod provisioning timed out (will retry) for pod: airflow/airflow-redis-master-0
我尝试过的其他东西
- 用适当的标签标记我的子网（条件基于 public/private 个子网）：
kubernetes_tags = map(
"kubernetes.io/role/${var.type == "Public" ? "elb" : "internal-elb"}", 1,
"kubernetes.io/cluster/${var.kubernetes_cluster_name}", "shared"
)
- 用 Fargate 配置文件注释我的 pods（如 infrastructure:fargate）
- 调试 VPC 设置。据我了解，需要为 Fargate 描述以下设置（来源 here）：
single_nat_gateway = true # needed for fargate (https://docs.aws.amazon.com/eks/latest/userguide/eks-ug.pdf#page=135&zoom=100,96,764)
enable_nat_gateway = true # needed for fargate (https://docs.aws.amazon.com/eks/latest/userguide/eks-ug.pdf#page=135&zoom=100,96,764)
enable_vpn_gateway = false
enable_dns_hostnames = true # needed for fargate (https://docs.aws.amazon.com/eks/latest/userguide/eks-ug.pdf#page=135&zoom=100,96,764)
enable_dns_support = true # needed for fargate (https://docs.aws.amazon.com/eks/latest/userguide/eks-ug.pdf#page=135&zoom=100,96,764)
但是，我已经获得了一个易于创建的 VPC，但我不确定如何检查这些设置是否已经启用 on/off。
调试此问题需要采取哪些步骤？
出于测试目的，我认为您需要使用 NAT 网关启用从 vpc 私有子网到外部世界的连接。
因此，您可以在 Public 中创建 NAT 网关，并在其关联的路由 table 中向私有子网添加附加条目，如下所示：
0.0.0.0/0 nat-xxxxxxxx
如果这有效并且您想通过更安全的防火墙实例限制出站，
我认为您需要联系防火墙提供商支持，询问如何将 farget 出站流量列入白名单。
Objective
我的 objective 是能够使用 Fargate 在 AWS EKS 上部署。我已经成功地使用 node_group 进行了部署。但是，当我转而使用 Fargate 时，似乎 pods 都停留在挂起状态。
我当前的代码是什么样的
我正在使用 Terraform 进行配置（不一定要寻找 Terraform 答案）。这就是我创建 EKS 集群的方式：
module "eks_cluster" {
source = "terraform-aws-modules/eks/aws"
version = "13.2.1"
cluster_name = "${var.project_name}-${var.env_name}"
cluster_version = var.cluster_version
vpc_id = var.vpc_id
cluster_enabled_log_types = ["api", "audit", "authenticator", "controllerManager", "scheduler"]
enable_irsa = true
subnets = concat(var.private_subnet_ids, var.public_subnet_ids)
create_fargate_pod_execution_role = false
node_groups = {
my_nodes = {
desired_capacity = 1
max_capacity = 2
min_capacity = 1
instance_type = var.nodes_instance_type
subnets = var.private_subnet_ids
}
}
}
这就是我配置 Fargate 配置文件的方式：
resource "aws_eks_fargate_profile" "airflow" {
cluster_name = module.eks_cluster.cluster_id
fargate_profile_name = "${var.project_name}-fargate-${var.env_name}"
pod_execution_role_arn = aws_iam_role.fargate_iam_role.arn
subnet_ids = var.private_subnet_ids
selector {
namespace = "airflow"
}
}
这就是我创建和附加所需策略的方式：
resource "aws_iam_role" "fargate_iam_role" {
name = "${var.project_name}-fargate-${var.env_name}"
force_detach_policies = true
assume_role_policy = jsonencode({
Statement = [{
Action = "sts:AssumeRole"
Effect = "Allow"
Principal = {
Service = ["eks-fargate-pods.amazonaws.com", "eks.amazonaws.com"]
}
}]
Version = "2012-10-17"
})
}
# Attach IAM Policy for Fargate
resource "aws_iam_role_policy_attachment" "fargate_pod_execution" {
role = aws_iam_role.fargate_iam_role.name
policy_arn = "arn:aws:iam::aws:policy/AmazonEKSFargatePodExecutionRolePolicy"
}
我试过但不起作用
我尝试在 Fargate Profile 存在的同一个命名空间中部署 pods（我正在使用 Helm 图表）。当我 运行 kubectl get pods -n airflow 我看到我所有的 pods 待定，如：
NAME READY STATUS RESTARTS AGE
airflow-flower-79b5948677-vww5d 0/1 Pending 0 40s
airflow-redis-master-0 0/1 Pending 0 40s
airflow-scheduler-6b6bd4b6f6-j9qzg 0/2 Pending 0 41s
airflow-web-567b55fbbf-z8dsg 0/2 Pending 0 41s
airflow-worker-0 0/2 Pending 0 40s
airflow-worker-1 0/2 Pending 0 40s
然后我查看 kubectl get events -n airflow 的事件，我得到：
LAST SEEN TYPE REASON OBJECT MESSAGE
2m15s Normal LoggingEnabled pod/airflow-flower-79b5948677-vww5d Successfully enabled logging for pod
2m16s Normal SuccessfulCreate replicaset/airflow-flower-79b5948677 Created pod: airflow-flower-79b5948677-vww5d
2m17s Normal ScalingReplicaSet deployment/airflow-flower Scaled up replica set airflow-flower-79b5948677 to 1
2m15s Normal LoggingEnabled pod/airflow-redis-master-0 Successfully enabled logging for pod
2m16s Normal SuccessfulCreate statefulset/airflow-redis-master create Pod airflow-redis-master-0 in StatefulSet airflow-redis-master successful
2m15s Normal LoggingEnabled pod/airflow-scheduler-6b6bd4b6f6-j9qzg Successfully enabled logging for pod
2m16s Normal SuccessfulCreate replicaset/airflow-scheduler-6b6bd4b6f6 Created pod: airflow-scheduler-6b6bd4b6f6-j9qzg
2m17s Normal NoPods poddisruptionbudget/airflow-scheduler No matching pods found
2m17s Normal ScalingReplicaSet deployment/airflow-scheduler Scaled up replica set airflow-scheduler-6b6bd4b6f6 to 1
2m15s Normal LoggingEnabled pod/airflow-web-567b55fbbf-z8dsg Successfully enabled logging for pod
2m16s Normal SuccessfulCreate replicaset/airflow-web-567b55fbbf Created pod: airflow-web-567b55fbbf-z8dsg
2m17s Normal ScalingReplicaSet deployment/airflow-web Scaled up replica set airflow-web-567b55fbbf to 1
2m15s Normal LoggingEnabled pod/airflow-worker-0 Successfully enabled logging for pod
2m15s Normal LoggingEnabled pod/airflow-worker-1 Successfully enabled logging for pod
2m16s Normal SuccessfulCreate statefulset/airflow-worker create Pod airflow-worker-0 in StatefulSet airflow-worker successful
2m16s Normal SuccessfulCreate statefulset/airflow-worker create Pod airflow-worker-1 in StatefulSet airflow-worker successful
然后我尝试描述 pods 之一（通过 kubectl describe pod），我得到：
Name: airflow-redis-master-0
Namespace: airflow
Priority: 2000001000
Priority Class Name: system-node-critical
Node: <none>
Labels: app=redis
chart=redis-10.5.7
controller-revision-hash=airflow-redis-master-588d57785d
eks.amazonaws.com/fargate-profile=airflow-fargate-airflow-dev
release=airflow
role=master
statefulset.kubernetes.io/pod-name=airflow-redis-master-0
Annotations: CapacityProvisioned: 0.25vCPU 0.5GB
Logging: LoggingEnabled
checksum/configmap: 2b82c78fd9186045e6e2b44cfbb38460310697cf2f2f175c9d8618dd4d42e1ca
checksum/health: a5073935c8eb985cf8f3128ba7abbc4121cef628a9a1b0924c95cf97d33323bf
checksum/secret: e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
cluster-autoscaler.kubernetes.io/safe-to-evict: true
kubernetes.io/psp: eks.privileged
Status: Pending
IP:
IPs: <none>
Controlled By: StatefulSet/airflow-redis-master
NominatedNodeName: 6f344dfd11-000a9c54e4e240a2a8b3dfceb5f8227e
Containers:
airflow-redis:
Image: docker.io/bitnami/redis:5.0.7-debian-10-r32
Port: 6379/TCP
Host Port: 0/TCP
Command:
/bin/bash
-c
if [[ -n $REDIS_PASSWORD_FILE ]]; then
password_aux=`cat ${REDIS_PASSWORD_FILE}`
export REDIS_PASSWORD=$password_aux
fi
if [[ ! -f /opt/bitnami/redis/etc/master.conf ]];then
cp /opt/bitnami/redis/mounted-etc/master.conf /opt/bitnami/redis/etc/master.conf
fi
if [[ ! -f /opt/bitnami/redis/etc/redis.conf ]];then
cp /opt/bitnami/redis/mounted-etc/redis.conf /opt/bitnami/redis/etc/redis.conf
fi
ARGS=("--port" "${REDIS_PORT}")
ARGS+=("--requirepass" "${REDIS_PASSWORD}")
ARGS+=("--masterauth" "${REDIS_PASSWORD}")
ARGS+=("--include" "/opt/bitnami/redis/etc/redis.conf")
ARGS+=("--include" "/opt/bitnami/redis/etc/master.conf")
/run.sh ${ARGS[@]}
Liveness: exec [sh -c /health/ping_liveness_local.sh 5] delay=5s timeout=5s period=5s #success=1 #failure=5
Readiness: exec [sh -c /health/ping_readiness_local.sh 5] delay=5s timeout=1s period=5s #success=1 #failure=5
Environment:
REDIS_REPLICATION_MODE: master
REDIS_PASSWORD: <set to the key 'redis-password' in secret 'my-creds'> Optional: false
REDIS_PORT: 6379
Mounts:
/data from redis-data (rw)
/health from health (rw)
/opt/bitnami/redis/etc/ from redis-tmp-conf (rw)
/opt/bitnami/redis/mounted-etc from config (rw)
/var/run/secrets/kubernetes.io/serviceaccount from default-token-dmwvn (ro)
Volumes:
health:
Type: ConfigMap (a volume populated by a ConfigMap)
Name: airflow-redis-health
Optional: false
config:
Type: ConfigMap (a volume populated by a ConfigMap)
Name: airflow-redis
Optional: false
redis-data:
Type: EmptyDir (a temporary directory that shares a pod's lifetime)
Medium:
SizeLimit: <unset>
redis-tmp-conf:
Type: EmptyDir (a temporary directory that shares a pod's lifetime)
Medium:
SizeLimit: <unset>
default-token-dmwvn:
Type: Secret (a volume populated by a Secret)
SecretName: default-token-dmwvn
Optional: false
QoS Class: BestEffort
Node-Selectors: <none>
Tolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s
node.kubernetes.io/unreachable:NoExecute op=Exists for 300s
Events:
Type Reason Age From Message
---- ------ ---- ---- -------
Normal LoggingEnabled 3m12s fargate-scheduler Successfully enabled logging for pod
Warning FailedScheduling 12s fargate-scheduler Pod provisioning timed out (will retry) for pod: airflow/airflow-redis-master-0
我尝试过的其他东西
- 用适当的标签标记我的子网（条件基于 public/private 个子网）：
kubernetes_tags = map(
"kubernetes.io/role/${var.type == "Public" ? "elb" : "internal-elb"}", 1,
"kubernetes.io/cluster/${var.kubernetes_cluster_name}", "shared"
)
- 用 Fargate 配置文件注释我的 pods（如 infrastructure:fargate）
- 调试 VPC 设置。据我了解，需要为 Fargate 描述以下设置（来源 here）：
single_nat_gateway = true # needed for fargate (https://docs.aws.amazon.com/eks/latest/userguide/eks-ug.pdf#page=135&zoom=100,96,764)
enable_nat_gateway = true # needed for fargate (https://docs.aws.amazon.com/eks/latest/userguide/eks-ug.pdf#page=135&zoom=100,96,764)
enable_vpn_gateway = false
enable_dns_hostnames = true # needed for fargate (https://docs.aws.amazon.com/eks/latest/userguide/eks-ug.pdf#page=135&zoom=100,96,764)
enable_dns_support = true # needed for fargate (https://docs.aws.amazon.com/eks/latest/userguide/eks-ug.pdf#page=135&zoom=100,96,764)
但是，我已经获得了一个易于创建的 VPC，但我不确定如何检查这些设置是否已经启用 on/off。
调试此问题需要采取哪些步骤？
出于测试目的，我认为您需要使用 NAT 网关启用从 vpc 私有子网到外部世界的连接。 因此，您可以在 Public 中创建 NAT 网关，并在其关联的路由 table 中向私有子网添加附加条目，如下所示：
0.0.0.0/0 nat-xxxxxxxx
如果这有效并且您想通过更安全的防火墙实例限制出站， 我认为您需要联系防火墙提供商支持，询问如何将 farget 出站流量列入白名单。