- \n
- \n
- Kubernetes\u30af\u30e9\u30b9\u30bf\u30fc v1.11\u4ee5\u4e0a\u3002\u4eca\u56de\u306fIKS\u306ev1.14\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n
<\/p>\n
- \u30af\u30e9\u30b9\u30bf\u30fc\u3078\u306esysdig\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5c0e\u5165\u3002\u3084\u308a\u65b9\u306f\u3053\u3061\u3089\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/ul>\n
\u90e8\u7f72\u6837\u672c\u5e94\u7528<\/h2>\n
\u6211\u4eec\u5c06\u90e8\u7f72HPA\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u8fd9\u6b21\u6211\u4eec\u5c06\u4f7f\u7528\u300aKubernetes Up and Running\u300b\u4e2d\u4f7f\u7528\u7684\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8fkuard\u3002<\/p>\n
$ <\/span>kubectl get pod -l<\/span> app<\/span>=<\/span>kuard -o<\/span> wide\r\nNAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\r\nkuard-67789b8754-96mzw 1\/1 Running 0 5m43s 172.30.206.9 10.129.177.58 <none> <none>\r\nkuard-67789b8754-p6rfz 1\/1 Running 0 5m43s 172.30.33.210 10.192.27.25 <none> <none>\r\nkuard-67789b8754-px44p 1\/1 Running 0 5m43s 172.30.208.198 10.193.37.162 <none> <none>\r\n\r\n$ <\/span>kubectl get svc -l<\/span> app<\/span>=<\/span>kuard -o<\/span> wide\r\nNAME TYPE CLUSTER-IP EXTERNAL-IP PORT(<\/span>S)<\/span> AGE SELECTOR\r\nkuard LoadBalancer 172.21.105.23 128.168.68.122 80:32644\/TCP 33m app<\/span>=<\/span>kuard\r\n<\/code><\/pre>\n\u4e8b\u524d\u51c6\u5907<\/h2>\n
\u8bf7\u4ece\u8fd9\u91cc\u83b7\u53d6\u63a5\u4e0b\u6765\u8981\u6267\u884c\u7684\u5168\u90e8\u811a\u672c\u3002<\/p>\n
\u9996\u5148\uff0c\u6211\u4eec\u4f1a\u8fdb\u884cRBAC\u7cfb\u7edf\u7684\u8bbe\u7f6e\uff0c\u4ee5\u6388\u4e88\u6240\u9700\u7684\u6743\u9650\u3002<\/p>\n
$ <\/span>kubectl apply -f<\/span> deploy\/01-sysdig-metrics-rbac.yml\r\nnamespace\/custom-metrics created\r\nserviceaccount\/custom-metrics-apiserver created\r\nclusterrolebinding.rbac.authorization.k8s.io\/custom-metrics:system:auth-delegator created\r\nrolebinding.rbac.authorization.k8s.io\/custom-metrics-auth-reader created\r\nclusterrole.rbac.authorization.k8s.io\/custom-metrics-resource-reader created\r\nclusterrolebinding.rbac.authorization.k8s.io\/custom-metrics-apiserver-resource-reader created\r\nclusterrole.rbac.authorization.k8s.io\/custom-metrics-getter created\r\nclusterrolebinding.rbac.authorization.k8s.io\/hpa-custom-metrics-getter created\r\nservice\/api created\r\napiservice.apiregistration.k8s.io\/v1beta1.custom.metrics.k8s.io created\r\n<\/code><\/pre>\n![\"image.png\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d1c8137434c4406c10fca\/12-0.png\" "\\"\\"")
<\/div>\n![\"image.png\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d1c8137434c4406c10fca\/13-0.png\" "\\"\\"")
<\/div>\n\u4f7f\u7528API\u4ee4\u724c\u521b\u5efa\u5bc6\u94a5\u3002<\/p>\n
$ <\/span>kubectl create secret generic --from-literal<\/span> access-key=<\/span><Sysdig API Token> -n<\/span> custom-metrics sysdig-api\r\nsecret\/sysdig-api created\r\n<\/code><\/pre>\n\u5982\u679c\u8981\u4f7f\u7528\u5728IBM Cloud\u4e0a\u521b\u5efa\u7684Sysdig\uff0c\u8bf7\u6ce8\u610f\u56e0\u4e3a\u7aef\u70b9URL\u4e0d\u540c\uff0c\u9700\u8981\u5c0602-sysdig-metrics-server.yml\u6587\u4ef6\u8fdb\u884c\u4ee5\u4e0b\u4fee\u6539\u3002<\/p>\n
-<\/span> name<\/span>:<\/span> SDC_ENDPOINT<\/span>\r\n value<\/span>:<\/span> \"<\/span>https:\/\/app.sysdigcloud.com\/api\/\"<\/span>\r\n<\/code><\/pre>\n\u8bf7\u5c06\u4ee5\u4e0b\u5185\u5bb9\u4ee5\u4e2d\u6587\u8fdb\u884c\u540c\u4e49\u6539\u5199\uff0c\u53ea\u9700\u8981\u7ed9\u4e00\u4e2a\u9009\u9879\uff1a
\n\u2193<\/p>\n\u8bf7\u5c06\u4ee5\u4e0b\u5185\u5bb9\u4ee5\u4e2d\u6587\u8fdb\u884c\u6539\u5199\uff0c\u53ea\u9700\u8981\u7ed9\u4e00\u4e2a\u9009\u9879\uff1a
\n\u2193<\/p>\n-<\/span> name<\/span>:<\/span> SDC_ENDPOINT<\/span>\r\n value<\/span>:<\/span> \"<\/span>https:\/\/jp-tok.monitoring.cloud.ibm.com\/api\/\"<\/span>\r\n<\/code><\/pre>\n\u53ea\u9700\u5e94\u7528\u6b64\u6587\u4ef6\uff0c\u51c6\u5907\u5de5\u4f5c\u5c31\u5b8c\u6210\u4e86\u3002<\/p>\n
$ <\/span>kubectl apply -f<\/span> deploy\/02-sysdig-metrics-server.yml\r\ndeployment.apps\/custom-metrics-apiserver created\r\n<\/code><\/pre>\nHPA\u7684\u8bbe\u7f6e<\/h2>\n
\u5236\u4f5cyaml\u6587\u4ef6\u7684\u6b65\u9aa4\u5982\u4e0b\u3002<\/p>\n
apiVersion<\/span>:<\/span> autoscaling\/v2beta1<\/span>\r\nkind<\/span>:<\/span> HorizontalPodAutoscaler<\/span>\r\nmetadata<\/span>:<\/span>\r\n name<\/span>:<\/span> kuard-autoscaler<\/span>\r\n namespace<\/span>:<\/span> default<\/span>\r\nspec<\/span>:<\/span>\r\n scaleTargetRef<\/span>:<\/span>\r\n apiVersion<\/span>:<\/span> apps\/v1<\/span>\r\n kind<\/span>:<\/span> Deployment<\/span>\r\n name<\/span>:<\/span> kuard<\/span>\r\n minReplicas<\/span>:<\/span> 3<\/span>\r\n maxReplicas<\/span>:<\/span> 10<\/span>\r\n metrics<\/span>:<\/span>\r\n -<\/span> type<\/span>:<\/span> Object<\/span>\r\n object<\/span>:<\/span>\r\n target<\/span>:<\/span>\r\n kind<\/span>:<\/span> Service<\/span>\r\n name<\/span>:<\/span> kuard<\/span>\r\n metricName<\/span>:<\/span> net.http.request.count<\/span>\r\n targetValue<\/span>:<\/span> 50<\/span>\r\n<\/code><\/pre>\n\u5982\u679c\u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6\uff0c\u5219\u4f1a\u6210\u4e3aHPA\u7684\u6761\u4ef6\uff1anet.http.request.count\u3002\u56e0\u6b64\uff0c\u5f53\u5bf9Service:kuard\u7684\u8bbf\u95ee\u6bcf\u5206\u949f\u8d85\u8fc750\u4e2a\u8bf7\u6c42\u65f6\uff0c\u526f\u672c\u6570\u91cf\u5c06\u57283\u81f310\u4e4b\u95f4\u8fdb\u884c\u6269\u5c55\u3002<\/p>\n
\u9664\u6b64\u4e4b\u5916\uff0cSysdig\u8fd8\u53ef\u4ee5\u6307\u5b9a\u83b7\u53d6\u5404\u79cd\u5ea6\u91cf\u6307\u6807\u3002\u4ee5\u4e0b\u662f\u53ef\u7528\u7684\u5ea6\u91cf\u6307\u6807\u5217\u8868\u3002<\/p>\n
$ <\/span>kubectl get --raw<\/span> \"\/apis\/custom.metrics.k8s.io\/v1beta1\"<\/span> | jq -r<\/span> \".resources[].name\"<\/span>\r\nservices\/redis.cpu.user\r\nservices\/nginx.net.conn_opened_per_s\r\nservices\/net.request.time.net.percent\r\nservices\/redis.mem.fragmentation_ratio\r\nservices\/redis.perf.latest_fork_usec\r\nservices\/command.loginshell.distance\r\nservices\/memcache.rusage_user_rate\r\nservices\/cpu.shares.count\r\nservices\/net.request.time.local.percent\r\nservices\/kubernetes.pod.resourceRequests.memBytes\r\nservices\/kubernetes.pod.status.ready\r\nservices\/container.count\r\nservices\/memcache.delete_misses_rate\r\nservices\/swap.limit.bytes\r\nservices\/nginx.net.connections\r\nservices\/redis.mem.maxmemory\r\nservices\/net.request.time.processing\r\nservices\/command.cwd\r\nservices\/command.comm\r\nservices\/memcache.cas_hits_rate\r\nservices\/memcache.connection_structures\r\nservices\/uptime\r\nservices\/net.request.time.nextTiers.percent\r\nservices\/redis.pubsub.patterns\r\nservices\/kubernetes.pod.resourceLimits.cpuCores\r\nservices\/cpu.cpuset.used.percent\r\nservices\/redis.expires.percent\r\nservices\/fs.root.used.percent\r\nservices\/redis.can_connect\r\nservices\/compliance.k8s-bench.2.1.kubelet.tests_fail\r\nservices\/net.request.time.net\r\nservices\/compliance.k8s-bench.2.1.kubelet.tests_pass\r\nservices\/redis.clients.blocked\r\nservices\/memory.used.percent\r\nservices\/memcache.cmd_flush_rate\r\nservices\/cpu.cores.used.percent\r\nservices\/nginx.net.waiting\r\nservices\/redis.rdb.changes_since_last\r\nservices\/net.request.time.file.percent\r\nservices\/command.count\r\nservices\/redis.persist.percent\r\nservices\/redis.replication.backlog_histlen\r\nservices\/memcache.threads\r\nservices\/cpu.cores.cgroup.limit\r\nservices\/redis.net.clients\r\nservices\/file.bytes.total\r\nservices\/net.request.time.out\r\nservices\/memcache.evictions_rate\r\nservices\/net.request.time.worst.in\r\nservices\/file.bytes.out\r\nservices\/apache.can_connect\r\nservices\/net.request.time.nextTiers\r\nservices\/kubernetes.pod.resourceLimits.memBytes\r\nservices\/fs.inodes.total.count\r\nservices\/redis.cpu.user_children\r\nservices\/policyEvent.severity\r\nservices\/net.request.time.in\r\nservices\/redis.cpu.sys_children\r\nservices\/dragent.analyzer.n_drops\r\nservices\/memcache.fill_percent\r\nservices\/memcache.can_connect\r\nservices\/file.iops.out\r\nservices\/net.request.count.out\r\nservices\/redis.stats.keyspace_misses\r\nservices\/cpu.cores.cpuset.limit\r\nservices\/memory.limit.bytes\r\nservices\/redis.slowlog.micros.max\r\nservices\/net.request.count\r\nservices\/file.time.out\r\nservices\/redis.keys.evicted\r\nservices\/compliance.k8s-bench.tests_fail\r\nservices\/command.id\r\nservices\/redis.net.rejected\r\nservices\/memcache.bytes\r\nservices\/net.http.request.time.worst\r\nservices\/dragent.analyzer.n_drops_buffer\r\nservices\/policyEvent.id\r\nservices\/net.connection.count.in\r\nservices\/nginx.net.conn_dropped_per_s\r\nservices\/memcache.rusage_system_rate\r\nservices\/cpu.cgroup.used.percent\r\nservices\/redis.slowlog.micros.avg\r\nservices\/command.timestamp\r\nservices\/fs.free.percent\r\nservices\/compliance.k8s-bench.2.2.configuration-files.tests_total\r\nservices\/memcache.get_misses_rate\r\nservices\/net.request.count.in\r\nservices\/net.request.time\r\nservices\/redis.net.commands\r\nservices\/redis.replication.master_repl_offset\r\nservices\/redis.mem.lua\r\nservices\/redis.info.latency_ms\r\nservices\/redis.mem.used\r\nservices\/redis.slowlog.micros.count\r\nservices\/net.mongodb.request.time\r\nservices\/redis.slowlog.micros.median\r\nservices\/file.error.open.count\r\nservices\/net.http.request.count\r\nservices\/redis.stats.keyspace_hits\r\nservices\/memcache.total_connections_rate\r\nservices\/fs.bytes.used\r\nservices\/compliance.k8s-bench.2.2.configuration-files.tests_warn\r\nservices\/fs.largest.used.percent\r\nservices\/memcache.cmd_get_rate\r\nservices\/compliance.k8s-bench.tests_warn\r\nservices\/net.bytes.in\r\nservices\/redis.keys\r\nservices\/memcache.curr_connections\r\nservices\/swap.limit.used.percent\r\nservices\/net.request.time.processing.percent\r\nservices\/fs.bytes.total\r\nservices\/net.request.time.worst.out\r\nservices\/memcache.pointer_size\r\nservices\/redis.rdb.bgsave\r\nservices\/net.sql.request.time\r\nservices\/net.mongodb.request.count\r\nservices\/net.bytes.out\r\nservices\/command.loginshell.id\r\nservices\/dragent.analyzer.n_evts\r\nservices\/timestamp\r\nservices\/memcache.get_hits_rate\r\nservices\/memcache.listen_disabled_num_rate\r\nservices\/net.request.time.file\r\nservices\/redis.aof.rewrite\r\nservices\/net.mongodb.error.count\r\nservices\/compliance.k8s-bench.tests_pass\r\nservices\/net.error.count\r\nservices\/redis.persist\r\nservices\/compliance.k8s-bench.2.2.configuration-files.pass_pct\r\nservices\/file.bytes.in\r\nservices\/fs.inodes.used.count\r\nservices\/cpu.quota.used.percent\r\nservices\/memcache.cas_badval_rate\r\nservices\/file.time.total\r\nservices\/memcache.limit_maxbytes\r\nservices\/compliance.k8s-bench.2.1.kubelet.pass_pct\r\nservices\/command.uid\r\nservices\/syscall.count\r\nservices\/command.all\r\nservices\/policyEvent.policyId\r\nservices\/memcache.uptime\r\nservices\/nginx.net.reading\r\nservices\/redis.net.slaves\r\nservices\/net.sql.request.time.worst\r\nservices\/compliance.k8s-bench.2.2.configuration-files.tests_fail\r\nservices\/redis.expires\r\nservices\/redis.rdb.last_bgsave_time\r\nservices\/net.sql.error.count\r\nservices\/memcache.delete_hits_rate\r\nservices\/net.tcp.queue.len\r\nservices\/fs.bytes.free\r\nservices\/command.ppid\r\nservices\/compliance.k8s-bench.2.2.configuration-files.tests_pass\r\nservices\/file.time.in\r\nservices\/net.http.error.count\r\nservices\/nginx.net.writing\r\nservices\/kubernetes.pod.restart.count\r\nservices\/compliance.k8s-bench.2.1.kubelet.tests_total\r\nservices\/file.iops.total\r\nservices\/memory.pageFault.major\r\nservices\/memcache.total_items\r\nservices\/net.connection.count.total\r\nservices\/net.bytes.total\r\nservices\/redis.net.instantaneous_ops_per_sec\r\nservices\/net.mongodb.request.time.worst\r\nservices\/file.error.total.count\r\nservices\/memcache.bytes_read_rate\r\nservices\/memcache.bytes_written_rate\r\nservices\/fs.inodes.used.percent\r\nservices\/command.pid\r\nservices\/cpu.shares.used.percent\r\nservices\/redis.mem.rss\r\nservices\/redis.cpu.sys\r\nservices\/nginx.net.request_per_s\r\nservices\/dragent.analyzer.sr\r\nservices\/kubernetes.pod.resourceRequests.cpuCores\r\nservices\/memory.pageFault.minor\r\nservices\/dragent.subproc.cointerface.memory.kb\r\nservices\/kubernetes.pod.restart.rate\r\nservices\/net.request.time.local\r\nservices\/net.http.request.time\r\nservices\/redis.aof.last_rewrite_time\r\nservices\/memcache.cmd_set_rate\r\nservices\/file.iops.in\r\nservices\/dragent.analyzer.fl.ms\r\nservices\/thread.count\r\nservices\/compliance.k8s-bench.tests_total\r\nservices\/redis.pubsub.channels\r\nservices\/command.cmdline\r\nservices\/proc.count\r\nservices\/memcache.cas_misses_rate\r\nservices\/cpu.cores.used\r\nservices\/memory.limit.used.percent\r\nservices\/fd.used.percent\r\nservices\/compliance.k8s-bench.2.1.kubelet.tests_warn\r\nservices\/kubernetes.pod.containers.waiting\r\nservices\/memcache.curr_items\r\nservices\/file.open.count\r\nservices\/redis.keys.expired\r\nservices\/redis.mem.peak\r\nservices\/net.sql.request.count\r\nservices\/compliance.k8s-bench.pass_pct\r\nservices\/net.connection.count.out\r\nservices\/fs.used.percent\r\nservices\/cpu.cores.quota.limit\r\nservices\/host.error.count\r\nservices\/nginx.can_connect\r\nservices\/memory.bytes.used\r\nservices\/cpu.used.percent\r\n<\/code><\/pre>\n\u8a73\u7d30\u3092\u78ba\u8a8d\u3059\u308b\u5834\u5408\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b–raw\u3067\u6307\u5b9a\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u3002<\/p>\n
$ <\/span>kubectl get --raw<\/span> \"\/apis\/custom.metrics.k8s.io\/v1beta1\/namespaces\/default\/services\/kuard\/net.http.request.count\"<\/span> | jq .<\/span>\r\n<\/code><\/pre>\n\u7ed3\u679c –<\/p>\n
{<\/span>\r\n \"kind\"<\/span>:<\/span> \"MetricValueList\"<\/span>,<\/span>\r\n \"apiVersion\"<\/span>:<\/span> \"custom.metrics.k8s.io\/v1beta1\"<\/span>,<\/span>\r\n \"metadata\"<\/span>:<\/span> {<\/span>\r\n \"selfLink\"<\/span>:<\/span> \"\/apis\/custom.metrics.k8s.io\/v1beta1\/namespaces\/default\/services\/kuard\/net.http.request.count\"<\/span>\r\n },<\/span>\r\n \"items\"<\/span>:<\/span> [<\/span>\r\n {<\/span>\r\n \"describedObject\"<\/span>:<\/span> {<\/span>\r\n \"kind\"<\/span>:<\/span> \"Service\"<\/span>,<\/span>\r\n \"namespace\"<\/span>:<\/span> \"default\"<\/span>,<\/span>\r\n \"name\"<\/span>:<\/span> \"kuard\"<\/span>,<\/span>\r\n \"apiVersion\"<\/span>:<\/span> \"\/__internal\"<\/span>\r\n },<\/span>\r\n \"metricName\"<\/span>:<\/span> \"net.http.request.count\"<\/span>,<\/span>\r\n \"timestamp\"<\/span>:<\/span> \"2019-10-31T06:19:27Z\"<\/span>,<\/span>\r\n \"value\"<\/span>:<\/span> \"0\"<\/span>\r\n }<\/span>\r\n ]<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n\u786e\u8ba4\u52a8\u4f5c<\/h2>\n
\u6211\u4f1a\u7ed9\u4e88\u5927\u91cf\u8bf7\u6c42\u6765\u786e\u4fdd\u5b83\u6b63\u5e38\u5de5\u4f5c\u3002<\/p>\n
$ <\/span>kubectl apply -f<\/span> deploy\/03-kuard-hpa.yml\r\nhorizontalpodautoscaler.autoscaling\/kuard-autoscaler created\r\n<\/code><\/pre>\n\u6211\u7528hey\u4f5c\u4e3a\u4e00\u4e2a\u8d1f\u8f7d\u751f\u6210\u5de5\u5177\u3002<\/p>\n
$ <\/span>hey -c<\/span> 5 -q<\/span> 85 http:\/\/128.168.68.122\r\n<\/code><\/pre>\n![\"image.png\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d1c8137434c4406c10fca\/37-0.png\" "\\"\\"")
<\/div>\n\u968f\u540e\uff0c\u6839\u636e\u8fd9\u4e9b\u6307\u6807\uff0cPod\u6b63\u786e\u5730\u8fdb\u884c\u4e86\u6269\u5c55\u3002<\/p>\n
$ <\/span>kubectl get hpa -w<\/span>\r\nNAME REFERENCE TARGETS MINPODS MAXPODS REPLICAS AGE\r\nkuard-autoscaler Deployment\/kuard 0\/50 3 10 3 41d\r\nkuard-autoscaler Deployment\/kuard 19478m\/50 3 10 3 41d\r\nkuard-autoscaler Deployment\/kuard 82567m\/50 3 10 3 41d\r\nkuard-autoscaler Deployment\/kuard 79734m\/50 3 10 5 41d\r\nkuard-autoscaler Deployment\/kuard 75667m\/50 3 10 8 41d\r\nkuard-autoscaler Deployment\/kuard 84200m\/50 3 10 10 41d\r\nkuard-autoscaler Deployment\/kuard 82834m\/50 3 10 10 41d\r\n<\/code><\/pre>\n\u8bf7\u63d0\u4f9b\u76f8\u5173\u53c2\u8003\u8d44\u6599\u3002<\/h2>\n
- Kubernetes pod autoscaler using custom metrics<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u60f3\u505a\u7684\u4e8b\u60c5 zu\u00f2 de \u6211\u60f3\u4f7f\u7528Sysdig Monitor\u6765\u8bbe\u7f6eHPA\uff0cKubernetes\u63d0\u4f9b\u4e86\u57fa\u4e8eCP […]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-34335","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n
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