k8s 搭建微服务日志收集 log-pilot + kafka + logstash + es + kibana
k8s 搭建微服务日志收集 log-pilot + kafka + logstash + es + kibana本文采用的是阿里云开源的log-pilot,根据filebeat二次开发而来的,而log-pilot对微服务的日志收集有着巨大的优势的,关于log-pilot更加详细的报告，大家可以看看这篇《利用开源组件Log-pilot搭建Kubernetes日志解决方案》简单画了个图各组件版本介绍l
·
k8s 搭建微服务日志收集 log-pilot + kafka + logstash + es + kibana
本文采用的是阿里云开源的log-pilot,根据filebeat二次开发而来的,而log-pilot对微服务的日志收集有着巨大的优势的,关于log-pilot更加详细的报告，大家可以看看这篇《利用开源组件Log-pilot搭建Kubernetes日志解决方案》
简单画了个图
各组件版本介绍
log-pilot: 0.9.7
kafka: 2.2.0
zookeeper: 3.4.10
logstash: 6.8.0
es: 6.8.0
kibana: 6.8.0
为了安全起见建议大家可以到 https://hub.docker.com docker官方镜像仓库去下载各个组件的docker镜像
- 部署kafka+zk
#存储大小和相关配置大家可以根据各自情况修改,
#没有具体需求大家可以先保持默认
cat kafka.yaml
---
apiVersion: v1
kind: Service
metadata:
name: kafka-svc
namespace: kafka
labels:
app: kafka
spec:
ports:
- port: 9092
name: server
clusterIP: None
selector:
app: kafka
---
apiVersion: policy/v1beta1
kind: PodDisruptionBudget
metadata:
name: kafka-pdb
namespace: kafka
spec:
selector:
matchLabels:
app: kafka
minAvailable: 2
---
apiVersion: apps/v1
kind: StatefulSet
metadata:
name: kafka
namespace: kafka
spec:
selector:
matchLabels:
app: kafka
serviceName: kafka-svc
replicas: 3
template:
metadata:
labels:
app: kafka
spec:
tolerations:
- key: "travis.io/schedule-only"
operator: "Equal"
value: "kafka"
effect: "NoSchedule"
- key: "travis.io/schedule-only"
operator: "Equal"
value: "kafka"
effect: "NoExecute"
tolerationSeconds: 3600
- key: "travis.io/schedule-only"
operator: "Equal"
value: "kafka"
effect: "PreferNoSchedule"
affinity:
podAntiAffinity:
requiredDuringSchedulingIgnoredDuringExecution:
- labelSelector:
matchExpressions:
- key: "app"
operator: In
values:
- kafka
topologyKey: "kubernetes.io/hostname"
podAffinity:
preferredDuringSchedulingIgnoredDuringExecution:
- weight: 1
podAffinityTerm:
labelSelector:
matchExpressions:
- key: "app"
operator: In
values:
- zk
topologyKey: "kubernetes.io/hostname"
terminationGracePeriodSeconds: 300
containers:
- name: k8s-kafka
imagePullPolicy: Always
image: harbor.suzhuchang.com/devops/kafka:2.2.0
resources:
requests:
memory: "600Mi"
cpu: 500m
ports:
- containerPort: 9092
name: server
command:
- sh
- -c
- "exec kafka-server-start.sh /opt/kafka/config/server.properties --override broker.id=${HOSTNAME##*-} \
--override listeners=PLAINTEXT://:9092 \
--override zookeeper.connect=zk-0.zk-hs.kafka.svc.cluster.local:2181,zk-1.zk-hs.kafka.svc.cluster.local:2181,zk-2.zk-hs.kafka.svc.cluster.local:2181 \
--override log.dir=/var/lib/kafka \
--override auto.create.topics.enable=true \
--override auto.leader.rebalance.enable=true \
--override background.threads=10 \
--override compression.type=producer \
--override delete.topic.enable=false \
--override leader.imbalance.check.interval.seconds=300 \
--override leader.imbalance.per.broker.percentage=10 \
--override log.flush.interval.messages=9223372036854775807 \
--override log.flush.offset.checkpoint.interval.ms=60000 \
--override log.flush.scheduler.interval.ms=9223372036854775807 \
--override log.retention.bytes=-1 \
--override log.retention.hours=1 \
--override log.roll.hours=168 \
--override log.roll.jitter.hours=0 \
--override log.segment.bytes=1073741824 \
--override log.segment.delete.delay.ms=60000 \
--override message.max.bytes=1000012 \
--override min.insync.replicas=1 \
--override num.io.threads=8 \
--override num.network.threads=3 \
--override num.recovery.threads.per.data.dir=1 \
--override num.replica.fetchers=1 \
--override offset.metadata.max.bytes=4096 \
--override offsets.commit.required.acks=-1 \
--override offsets.commit.timeout.ms=5000 \
--override offsets.load.buffer.size=5242880 \
--override offsets.retention.check.interval.ms=600000 \
--override offsets.retention.minutes=1440 \
--override offsets.topic.compression.codec=0 \
--override offsets.topic.num.partitions=50 \
--override offsets.topic.replication.factor=3 \
--override offsets.topic.segment.bytes=104857600 \
--override queued.max.requests=500 \
--override quota.consumer.default=9223372036854775807 \
--override quota.producer.default=9223372036854775807 \
--override replica.fetch.min.bytes=1 \
--override replica.fetch.wait.max.ms=500 \
--override replica.high.watermark.checkpoint.interval.ms=5000 \
--override replica.lag.time.max.ms=10000 \
--override replica.socket.receive.buffer.bytes=65536 \
--override replica.socket.timeout.ms=30000 \
--override request.timeout.ms=30000 \
--override socket.receive.buffer.bytes=102400 \
--override socket.request.max.bytes=104857600 \
--override socket.send.buffer.bytes=102400 \
--override unclean.leader.election.enable=true \
--override zookeeper.session.timeout.ms=6000 \
--override zookeeper.set.acl=false \
--override broker.id.generation.enable=true \
--override connections.max.idle.ms=600000 \
--override controlled.shutdown.enable=true \
--override controlled.shutdown.max.retries=3 \
--override controlled.shutdown.retry.backoff.ms=5000 \
--override controller.socket.timeout.ms=30000 \
--override default.replication.factor=1 \
--override fetch.purgatory.purge.interval.requests=1000 \
--override group.max.session.timeout.ms=300000 \
--override group.min.session.timeout.ms=6000 \
--override inter.broker.protocol.version=2.2.0 \
--override log.cleaner.backoff.ms=15000 \
--override log.cleaner.dedupe.buffer.size=134217728 \
--override log.cleaner.delete.retention.ms=3200000 \
--override log.cleaner.enable=true \
--override log.cleaner.io.buffer.load.factor=0.9 \
--override log.cleaner.io.buffer.size=524288 \
--override log.cleaner.io.max.bytes.per.second=1.7976931348623157E308 \
--override log.cleaner.min.cleanable.ratio=0.5 \
--override log.cleaner.min.compaction.lag.ms=0 \
--override log.cleaner.threads=1 \
--override log.cleanup.policy=delete \
--override log.index.interval.bytes=4096 \
--override log.index.size.max.bytes=10485760 \
--override log.message.timestamp.difference.max.ms=9223372036854775807 \
--override log.message.timestamp.type=CreateTime \
--override log.preallocate=false \
--override log.retention.check.interval.ms=300000 \
--override max.connections.per.ip=2147483647 \
--override num.partitions=4 \
--override producer.purgatory.purge.interval.requests=1000 \
--override replica.fetch.backoff.ms=1000 \
--override replica.fetch.max.bytes=1048576 \
--override replica.fetch.response.max.bytes=10485760 \
--override reserved.broker.max.id=1000 "
env:
- name: KAFKA_HEAP_OPTS
value : "-Xmx512M -Xms512M"
- name: KAFKA_OPTS
value: "-Dlogging.level=INFO"
volumeMounts:
- name: datadir
mountPath: /var/lib/kafka
readinessProbe:
tcpSocket:
port: 9092
timeoutSeconds: 1
initialDelaySeconds: 5
securityContext:
runAsUser: 1000
fsGroup: 1000
volumeClaimTemplates:
- metadata:
name: datadir
spec:
accessModes: [ "ReadWriteOnce" ]
storageClassName: rook-ceph-block
resources:
requests:
storage: 50Gi
#
cat zk.yaml
apiVersion: v1
kind: Service
metadata:
name: zk-hs
namespace: kafka
labels:
app: zk
spec:
ports:
- port: 2888
name: server
- port: 3888
name: leader-election
clusterIP: None
selector:
app: zk
---
apiVersion: v1
kind: Service
metadata:
name: zk-cs
namespace: kafka
labels:
app: zk
spec:
ports:
- port: 2181
name: client
selector:
app: zk
---
apiVersion: policy/v1beta1
kind: PodDisruptionBudget
metadata:
name: zk-pdb
namespace: kafka
spec:
selector:
matchLabels:
app: zk
maxUnavailable: 1
---
apiVersion: apps/v1
kind: StatefulSet
metadata:
name: zk
namespace: kafka
spec:
selector:
matchLabels:
app: zk
serviceName: zk-hs
replicas: 3
updateStrategy:
type: RollingUpdate
podManagementPolicy: Parallel
template:
metadata:
labels:
app: zk
spec:
tolerations:
- key: "travis.io/schedule-only"
operator: "Equal"
value: "kafka"
effect: "NoSchedule"
- key: "travis.io/schedule-only"
operator: "Equal"
value: "kafka"
effect: "NoExecute"
tolerationSeconds: 3600
- key: "travis.io/schedule-only"
operator: "Equal"
value: "kafka"
effect: "PreferNoSchedule"
affinity:
podAntiAffinity:
requiredDuringSchedulingIgnoredDuringExecution:
- labelSelector:
matchExpressions:
- key: "app"
operator: In
values:
- zk
topologyKey: "kubernetes.io/hostname"
containers:
- name: kubernetes-zookeeper
imagePullPolicy: Always
image: harbor.suzhuchang.com/devops/zookeeper:3.4.10
resources:
requests:
memory: "200Mi"
cpu: "0.5"
ports:
- containerPort: 2181
name: client
- containerPort: 2888
name: server
- containerPort: 3888
name: leader-election
command:
- sh
- -c
- "start-zookeeper \
--servers=3 \
--data_dir=/var/lib/zookeeper/data \
--data_log_dir=/var/lib/zookeeper/data/log \
--conf_dir=/opt/zookeeper/conf \
--client_port=2181 \
--election_port=3888 \
--server_port=2888 \
--tick_time=2000 \
--init_limit=10 \
--sync_limit=5 \
--heap=512M \
--max_client_cnxns=60 \
--snap_retain_count=3 \
--purge_interval=12 \
--max_session_timeout=40000 \
--min_session_timeout=4000 \
--log_level=INFO"
readinessProbe:
exec:
command:
- sh
- -c
- "zookeeper-ready 2181"
initialDelaySeconds: 10
timeoutSeconds: 5
livenessProbe:
exec:
command:
- sh
- -c
- "zookeeper-ready 2181"
initialDelaySeconds: 10
timeoutSeconds: 5
volumeMounts:
- name: datadir
mountPath: /var/lib/zookeeper
securityContext:
runAsUser: 1000
fsGroup: 1000
volumeClaimTemplates:
- metadata:
name: datadir
spec:
accessModes: [ "ReadWriteOnce" ]
storageClassName: rook-ceph-block
resources:
requests:
storage: 15Gi
kubeclt apply -f zk.yaml
kubectl apply -f kafka.yaml
2. 搭建log-pilot
搭建log-pilot 并把日志打到kafka里面
log-pilot建议大家根据自家日志情况配置好正则表达式收集，然后重新打包成镜像
cat log-pilot-ds.yaml
apiVersion: apps/v1
kind: DaemonSet
metadata:
name: log-pilot
namespace: kube-logging
labels:
app: log-pilot
spec:
updateStrategy:
type: RollingUpdate
selector:
matchLabels:
app: log-pilot
template:
metadata:
labels:
app: log-pilot
annotations:
scheduler.alpha.kubernetes.io/critical-pod: ''
spec:
tolerations:
- key: node-role.kubernetes.io/master
effect: NoSchedule
containers:
- name: log-pilot
image: harbor.suzhuchang.com/devops/log-pilot:0.9.71
resources:
limits:
memory: 500Mi
requests:
cpu: 200m
memory: 200Mi
env:
- name: "NODE_NAME"
valueFrom:
fieldRef:
fieldPath: spec.nodeName
- name: "LOGGING_OUTPUT"
value: "kafka"
- name: "KAFKA_BROKERS"
value: "kafka-0.kafka-svc.kafka:9092,kafka-1.kafka-svc.kafka:9092,kafka-2.kafka-svc.kafka:9092"
volumeMounts:
- name: sock
mountPath: /var/run/docker.sock
- name: root
mountPath: /host
readOnly: true
- name: varlib
mountPath: /var/lib/filebeat
- name: varlog
mountPath: /var/log/filebeat
- name: localtime
mountPath: /etc/localtime
readOnly: true
livenessProbe:
failureThreshold: 3
exec:
command:
- /pilot/healthz
initialDelaySeconds: 10
periodSeconds: 10
successThreshold: 1
timeoutSeconds: 2
securityContext:
capabilities:
add:
- SYS_ADMIN
terminationGracePeriodSeconds: 30
volumes:
- name: sock
hostPath:
path: /var/run/docker.sock
- name: root
hostPath:
path: /
- name: varlib
hostPath:
path: /var/lib/filebeat
type: DirectoryOrCreate
- name: varlog
hostPath:
path: /var/log/filebeat
type: DirectoryOrCreate
- name: localtime
hostPath:
path: /etc/localtime
kubectl apply -f log-pilot-ds.yaml
- 创建es集群和kibana
cat es-configmap.yaml
apiVersion: v1
kind: ConfigMap
metadata:
name: es-conf
namespace: kube-logging
data:
elasticsearch.yml: |
node.name: ${HOSTNAME}
cluster.name: hotes-backup
network.host: "0.0.0.0"
bootstrap.memory_lock: false
discovery.zen.ping.unicast.hosts: ${CLUSTER_NODES}
discovery.zen.minimum_master_nodes: 1
cat es-svc.yaml
apiVersion: v1
kind: Service
metadata:
name: es-inner-cluster
namespace: kube-logging
spec:
selector:
app: es-cluster
clusterIP: None
ports:
- name: inner
port: 9300
---
apiVersion: v1
kind: Service
metadata:
name: es-rest
namespace: kube-logging
spec:
selector:
app: es-cluster
type: NodePort
ports:
- name: http
port: 9200
targetPort: 9200
cat es-statefulset.yaml
apiVersion: apps/v1
kind: StatefulSet
metadata:
name: esnode
namespace: kube-logging
labels:
app: es-cluster
spec:
serviceName: es-inner-cluster
replicas: 3
updateStrategy:
type: RollingUpdate
selector:
matchLabels:
app: es-cluster
template:
metadata:
labels:
app: es-cluster
spec:
initContainers:
- name: fix-permissions
image: busybox:latest
imagePullPolicy: IfNotPresent
securityContext:
privileged: true
command: ["sh", "-c", "chown -R 1000:1000 /usr/share/elasticsearch/data"]
volumeMounts:
- name: es-data
mountPath: /usr/share/elasticsearch/data
- name: init-ulimit
image: busybox:latest
imagePullPolicy: IfNotPresent
securityContext:
privileged: true
command: ["sh", "-c", "ulimit -n 655350"]
- name: init-sysctl
image: busybox:latest
imagePullPolicy: IfNotPresent
securityContext:
privileged: true
command: ["sysctl", "-w", "vm.max_map_count=262144"]
containers:
- name: elasticsearch
resources:
requests:
memory: 300Mi
cpu: 100m
limits:
memory: 15Gi
cpu: 3
securityContext:
privileged: true
runAsUser: 0
capabilities:
add:
- IPC_LOCK
- SYS_RESOURCE
image: harbor.suzhuchang.com/devops/elasticsearch:6.8.0
imagePullPolicy: IfNotPresent
env:
- name: ES_JAVA_OPTS
value: "-Xms4g -Xmx4g"
- name: HOSTNAME
valueFrom:
fieldRef:
fieldPath: metadata.name
- name: CLUSTER_NODES
value: "esnode-0.es-inner-cluster,esnode-1.es-inner-cluster,esnode-2.es-inner-cluster"
ports:
- containerPort: 9200
name: es-http
- containerPort: 9300
name: es-transport
volumeMounts:
- name: es-data
mountPath: /usr/share/elasticsearch/data
- name: elasticsearch-config
mountPath: /usr/share/elasticsearch/config/elasticsearch.yml
subPath: elasticsearch.yml
volumes:
- name: elasticsearch-config
configMap:
name: es-conf
items:
- key: elasticsearch.yml
path: elasticsearch.yml
volumeClaimTemplates:
- metadata:
name: es-data
namespace: kube-logging
spec:
storageClassName: rook-ceph-block
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: 150Gi
cat kibana-conf.yaml
apiVersion: v1
kind: ConfigMap
metadata:
name: kibana-conf
namespace: kube-logging
data:
kibana.yml: |
server.name: kibana
server.host: "0"
elasticsearch.hosts: [ "http://es-rest:9200" ]
i18n.locale: "zh-CN"
cat kibana.yaml
apiVersion: apps/v1
kind: Deployment
metadata:
name: kibana
namespace: kube-logging
spec:
replicas: 1
selector:
matchLabels:
app: kibana
template:
metadata:
labels:
app: kibana
spec:
containers:
- name: kibana
image: harbor.suzhuchang.com/devops/kibana:6.8.0
ports:
- containerPort: 5601
name: log-kibana
resources:
requests:
memory: 800Mi
cpu: 300m
limits:
memory: 15Gi
cpu: 3
env:
- name: NODE_OPTIONS
value: "--max_old_space_size=8192"
volumeMounts:
- mountPath: /usr/share/kibana/config/kibana.yml
name: kibana-conf
subPath: kibana.yml
volumes:
- name: kibana-conf
configMap:
defaultMode: 420
name: kibana-conf
kubectl apply -f kibana-conf.yaml
kubectl apply -f kibana.yaml
kubectl apply -f es-configmap.yaml
kubectl apply -f es-svc.yaml
kubectl apply -f es-statefulset.yaml
cat logstash-conf.yaml
apiVersion: v1
kind: ConfigMap
metadata:
name: logstash-conf
namespace: kube-logging
data:
logstash.yml: |
http.host: "0.0.0.0"
path.config: /usr/share/logstash/configmap
xpack.monitoring.elasticsearch.url: http://es-rest:9200
xpack.monitoring.enabled: false
---
apiVersion: v1
kind: ConfigMap
metadata:
name: logstash-yml
namespace: kube-logging
data:
pipeline.yml: |
input {
kafka {
bootstrap_servers => ["kafka-0.kafka-svc.kafka:9092,kafka-1.kafka-svc.kafka:9092,kafka-2.kafka-svc.kafka:9092"]
group_id => "logstash"
client_id => "${HOSTNAME}"
topics_pattern => ".*"
consumer_threads => 5
decorate_events => true
codec => "json"
}
}
filter {
mutate {
remove_field => ["@metadata", "prospector","topic","k8s_container_name","k8s_node_name"]
remove_field => ["docker_container","k8s_pod_namespace","beat","source","k8s_pod","offset"]
remove_field => ["tags","@version","fields"]
}
}
output {
elasticsearch {
hosts => ["es-rest:9200"]
index => "%{index}-%{+YYYY.MM.dd}"
action => "index"
}
}
cat logstash.yaml
---
kind: Deployment
apiVersion: apps/v1
metadata:
labels:
app: logstash
name: logstash
namespace: kube-logging
spec:
replicas: 2
revisionHistoryLimit: 10
selector:
matchLabels:
app: logstash
template:
metadata:
labels:
app: logstash
spec:
containers:
- name: logstash
image: harbor.suzhuchang.com/devops/logstatsh:v1.4
volumeMounts:
- name: logstash-yml
mountPath: /usr/share/logstash/configmap/pipeline.yml
subPath: pipeline.yml
- name: logstash-conf
mountPath: /usr/share/logstash/config/logstash.yml
subPath: logstash.yml
ports:
- containerPort: 8080
protocol: TCP
resources:
requests:
cpu: 100m
memory: 500M
securityContext:
privileged: true
volumes:
- name: logstash-conf
configMap:
name: logstash-conf
- name: logstash-yml
configMap:
name: logstash-yml
---
kind: Service
apiVersion: v1
metadata:
labels:
app: logstash
name: logstash-service
namespace: kube-logging
spec:
ports:
- port: 8080
targetPort: 8080
selector:
app: logstash
type: NodePort
kubectl apply -f logstash-conf.yaml
kubectl apply -f logstash.yaml
- 登陆kibana
开源、云原生的融合云平台
更多推荐
0
0- 0
已为社区贡献1条内容
所有评论(0)