仅监控一个命名空间指标 - Prometheus with Kubernetes

Question

我正在实施 Prometheus 来监控我的 Kubernetes 系统健康状况，其中我有多个集群和命名空间。

我的目标是只监控一个名为default的特定命名空间和我自己的 pod，不包括 prometheus Pod 和监控细节。

我试图像这样在kubernetes_sd_configs中指定命名空间：

kubernetes_sd_configs:
        - role: endpoints
          namespaces:
            names:
            - 'default'

但我仍然得到我不需要的指标。

这是我的 configMap.yml：

apiVersion: v1
kind: ConfigMap
metadata:
  name: prometheus-server-conf
  labels:
    name: prometheus-server-conf
  namespace: default
data:
  prometheus.rules: |-
    groups:
    - name: devopscube demo alert
      rules:
      - alert: High Pod Memory
        expr: sum(container_memory_usage_bytes) > 1
        for: 1m
        labels:
          severity: slack
        annotations:
          summary: High Memory Usage
  prometheus.yml: |-
    global:
      scrape_interval: 5s
      evaluation_interval: 5s
    rule_files:
      - /etc/prometheus/prometheus.rules
    alerting:
      alertmanagers:
      - scheme: http
        static_configs:
        - targets:
          - "alertmanager.monitoring.svc:9093"

    scrape_configs:
      - job_name: 'kubernetes-apiservers'

        kubernetes_sd_configs:
        - role: endpoints
          namespaces:
            names:
            - 'default'
        scheme: https

        tls_config:
          ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
        bearer_token_file: /var/run/secrets/kubernetes.io/serviceaccount/token

        relabel_configs:
        - source_labels: [__meta_kubernetes_namespace, __meta_kubernetes_service_name, __meta_kubernetes_endpoint_port_name]
          action: keep
          regex: default;kubernetes;https

      - job_name: 'kubernetes-nodes'

        scheme: https

        tls_config:
          ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
        bearer_token_file: /var/run/secrets/kubernetes.io/serviceaccount/token

        kubernetes_sd_configs:
        - role: node
          namespaces:
            names:
            - 'default'

        relabel_configs:
        - action: labelmap
          regex: __meta_kubernetes_node_label_(.+)
        - target_label: __address__
          replacement: kubernetes.default.svc:443
        - source_labels: [__meta_kubernetes_node_name]
          regex: (.+)
          target_label: __metrics_path__
          replacement: /api/v1/nodes/${1}/proxy/metrics


      - job_name: 'kubernetes-pods'

        kubernetes_sd_configs:
        - role: pod
          namespaces:
            names:
            - 'default'

        relabel_configs:
        - source_labels: [__meta_kubernetes_pod_annotation_prometheus_io_scrape]
          action: keep
          regex: true
        - source_labels: [__meta_kubernetes_pod_annotation_prometheus_io_path]
          action: replace
          target_label: __metrics_path__
          regex: (.+)
        - source_labels: [__address__, __meta_kubernetes_pod_annotation_prometheus_io_port]
          action: replace
          regex: ([^:]+)(?::\d+)?;(\d+)
          replacement: $1:$2
          target_label: __address__
        - action: labelmap
          regex: __meta_kubernetes_pod_label_(.+)
        - source_labels: [__meta_kubernetes_namespace]
          action: replace
          target_label: kubernetes_namespace
        - source_labels: [__meta_kubernetes_pod_name]
          action: replace
          target_label: kubernetes_pod_name

      - job_name: 'kube-state-metrics'
        static_configs:
          - targets: ['kube-state-metrics.kube-system.svc.cluster.local:8080']

      - job_name: 'kubernetes-cadvisor'

        scheme: https

        tls_config:
          ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
        bearer_token_file: /var/run/secrets/kubernetes.io/serviceaccount/token

        kubernetes_sd_configs:
        - role: node
          namespaces:
            names:
            - 'default'

        relabel_configs:
        - action: labelmap
          regex: __meta_kubernetes_node_label_(.+)
        - target_label: __address__
          replacement: kubernetes.default.svc:443
        - source_labels: [__meta_kubernetes_node_name]
          regex: (.+)
          target_label: __metrics_path__
          replacement: /api/v1/nodes/${1}/proxy/metrics/cadvisor

      - job_name: 'kubernetes-service-endpoints'

        kubernetes_sd_configs:
        - role: endpoints
          namespaces:
            names:
            - 'default'

        relabel_configs:
        - source_labels: [__meta_kubernetes_service_annotation_prometheus_io_scrape]
          action: keep
          regex: true
        - source_labels: [__meta_kubernetes_service_annotation_prometheus_io_scheme]
          action: replace
          target_label: __scheme__
          regex: (https?)
        - source_labels: [__meta_kubernetes_service_annotation_prometheus_io_path]
          action: replace
          target_label: __metrics_path__
          regex: (.+)
        - source_labels: [__address__, __meta_kubernetes_service_annotation_prometheus_io_port]
          action: replace
          target_label: __address__
          regex: ([^:]+)(?::\d+)?;(\d+)
          replacement: $1:$2
        - action: labelmap
          regex: __meta_kubernetes_service_label_(.+)
        - source_labels: [__meta_kubernetes_namespace]
          action: replace
          target_label: kubernetes_namespace
        - source_labels: [__meta_kubernetes_service_name]
          action: replace
          target_label: kubernetes_name

例如，我不想监控以下详细信息：

✔container_memory_rss{beta_kubernetes_io_arch="amd64",beta_kubernetes_io_os="linux",id="/system.slice/kubelet.service",instance="minikube",job="kubernetes-cadvisor",kubernetes_io_arch="amd64",kubernetes_io_hostname="minikube",kubernetes_io_os="linux"}
✔container_memory_rss{beta_kubernetes_io_arch="amd64",beta_kubernetes_io_os="linux",id="/system.slice/docker.service",instance="minikube",job="kubernetes-cadvisor",kubernetes_io_arch="amd64",kubernetes_io_hostname="minikube",kubernetes_io_os="linux"}
✔container_memory_rss{beta_kubernetes_io_arch="amd64",beta_kubernetes_io_os="linux",id="/kubepods/podda7b74d8-b611-4dff-885c-70ea40091b7d",instance="minikube",job="kubernetes-cadvisor",kubernetes_io_arch="amd64",kubernetes_io_hostname="minikube",kubernetes_io_os="linux",namespace="kube-system",pod="default-http-backend-59f7ff8999-ktqnl",pod_name="default-http-backend-59f7ff8999-ktqnl"}

Answer 1

如果你只是想防止某些指标被摄取（即防止被保存在 Prometheus 数据库中），你可以使用指标重新标记来删除它们：

  - job_name: kubernetes-cadvisor
      metric_relabel_configs:
        - source_labels: [__name__]
          regex: container_memory_rss
          action: drop

请注意，在kubernetes-cadvisor作业中，您使用node服务发现角色。 这会发现 Kubernetes 节点，它们是非命名空间资源，因此您对default命名空间的限制在这种情况下可能没有任何效果。

Answer 2

嘿，刚刚在文档中找到了这个

# Optional namespace discovery. If omitted, all namespaces are used.
namespaces:
  names:
    [ - <string> ]

就在https://prometheus.io/docs/prometheus/latest/configuration/configuration/#ingress下

Answer 3

如果您想从特定应用程序或服务中抓取指标，请将 prometheus 抓取注释仅应用于您感兴趣的那些应用程序服务。

样本

apiVersion: apps/v1beta2 # for versions before 1.8.0 use extensions/v1beta1
kind: DaemonSet
metadata:
  name: fluentd-elasticsearch
  namespace: weave
  labels:
    app: fluentd-logging
spec:
  selector:
    matchLabels:
      name: fluentd-elasticsearch
  template:
    metadata:
      labels:
        name: fluentd-elasticsearch
      annotations:
        prometheus.io/scrape: 'true'
        prometheus.io/port: '9102'
    spec:
      containers:
      - name: fluentd-elasticsearch
        image: gcr.io/google-containers/fluentd-elasticsearch:1.20

pod 上的注释允许您控制是否需要抓取指标

prometheus.io/scrape ：默认配置将抓取所有 pod，如果设置为 false，此注释将从抓取过程中排除 pod。

prometheus.io/path ：如果指标路径不是 /metrics，请使用此注释定义它。

prometheus.io/port ：在指定的端口而不是 pod 的声明端口上抓取 pod（如果未声明，则默认为无端口目标）。

Answer 4

您的配置仅适用于 Prometheus Operator。

Answer 5

这对我有用

  - job_name: "kubernetes-cadvisor"
    scheme: https
    metrics_path: /metrics/cadvisor
    tls_config:
      ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
      # disable certificate verification by uncommenting the line below.
      #
      # insecure_skip_verify: true
    authorization:
      credentials_file: /var/run/secrets/kubernetes.io/serviceaccount/token
    kubernetes_sd_configs:
      - role: node
    relabel_configs:
      - action: labelmap
        regex: __meta_kubernetes_node_label_(.+)
    metric_relabel_configs:
      - action: keep
        source_labels: [namespace]
        regex: tsb ##namespace name you want