How to Send Kubernetes Logs to AWS CloudWatch?

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北荒
北荒 2020-12-28 16:05

AWS CloudWatch Logs in Docker

Setting an AWS CloudWatch Logs driver in docker is done with log-driver=awslogs and log-opt, f

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  • 2020-12-28 16:37

    From what I understand, Kubernetes prefer Cluster-level logging to Docker logging driver.

    We could use fluentd to collect, transform, and push container logs to CloudWatch Logs.

    All you need is to create a fluentd DaemonSet with ConfigMap and Secret. Files can be found in Github. It has been tested with Kubernetes v1.7.5.

    The following are some explains.

    In

    With DaemonSet, fluentd collect every container logs from the host folder /var/lib/docker/containers.

    Filter

    fluent-plugin-kubernetes_metadata_filter plugin load the pod's metadata from Kubernetes API server.

    The log record would be like this.

    {
        "log": "INFO: 2017/10/02 06:44:13.214543 Discovered remote MAC 62:a1:3d:f6:eb:65 at 62:a1:3d:f6:eb:65(kube-235)\n",
        "stream": "stderr",
        "docker": {
            "container_id": "5b15e87886a7ca5f7ebc73a15aa9091c9c0f880ee2974515749e16710367462c"
        },
        "kubernetes": {
            "container_name": "weave",
            "namespace_name": "kube-system",
            "pod_name": "weave-net-4n4kc",
            "pod_id": "ac4bdfc1-9dc0-11e7-8b62-005056b549b6",
            "labels": {
                "controller-revision-hash": "2720543195",
                "name": "weave-net",
                "pod-template-generation": "1"
            },
            "host": "kube-234",
            "master_url": "https://10.96.0.1:443/api"
        }
    }
    

    Make some tags with Fluentd record_transformer filter plugin.

    {
        "log": "...",
        "stream": "stderr",
        "docker": {
            ...
        },
        "kubernetes": {
            ...
        },
        "pod_name": "weave-net-4n4kc",
        "container_name": "weave"
    }
    

    Out

    fluent-plugin-cloudwatch-logs plugin send to AWS CloudWatch Logs.

    With log_group_name_key and log_stream_name_key configuration, log group and stream name can be any field of the record.

    <match kubernetes.**>
      @type cloudwatch_logs
      log_group_name_key pod_name
      log_stream_name_key container_name
      auto_create_stream true
      put_log_events_retry_limit 20
    </match>
    
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  • 2020-12-28 16:44

    Sliverfox has a great answer. You don't have to build your own image. Could also directly use fluentd official docker image, fluent/fluentd-kubernetes-daemonset:cloudwatch. The code is on fluentd-kubernetes-daemonset github.

    You could replace the default fluent.conf with the configmap. Like below in the ds.yaml, and write your own fluent.conf in configmap.yaml. For the complete yaml files, you could refer to the example ds.yaml and configmap.yaml that we wrote.

        volumeMounts:
        - name: varlog
          mountPath: /var/log
        - name: varlibdockercontainers
          mountPath: /var/lib/docker/containers
          readOnly: true
        - name: config-volume
          mountPath: /fluentd/etc/
      volumes:
      - name: varlog
        hostPath:
          path: /var/log
      - name: varlibdockercontainers
        hostPath:
          path: /var/lib/docker/containers
      - name: config-volume
        configMap:
          name: fluentd-cw-config
    
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  • You could use a Helm chart to install Fluentd:

    $ helm install --name my-release incubator/fluentd-cloudwatch
    

    This is from: https://github.com/kubernetes/charts/tree/master/incubator/fluentd-cloudwatch

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  • 2020-12-28 16:54

    As per kubernate, Kubernetes provides no native storage solution for log data, but you can integrate many existing logging solutions into your Kubernetes cluster and kubernate cluster-level-logging-architectures.

    Kubernetes doesn’t specify a logging agent, but two optional logging agents are packaged with the Kubernetes release: Stackdriver Logging for use with Google Cloud Platform, and Elasticsearch. You can find more information and instructions in the dedicated documents. Both use fluentd with custom configuration as an agent on the node.

    Fluentd image to send Kubernetes logs to CloudWatch too, so you can use that to Deploy,

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