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This is documentation for the next version of Pyroscope. For the latest stable release, go to the latest version.

Open source

Deploy Pyroscope with Jsonnet and Tanka

Grafana Labs publishes a Jsonnet library that you can use to deploy Pyroscope. The Jsonnet files are located in the Pyroscope repository and are using the helm charts as a source.

Install tools and deploy the first cluster

You can use Tanka and jsonnet-bundler to generate Kubernetes YAML manifests from the jsonnet files.

  1. Install tanka and jb:

    Follow the steps at https://tanka.dev/install. If you have go installed locally you can also use:

    console
    # make sure to be outside of GOPATH or a go.mod project
    go install github.com/grafana/tanka/cmd/tk@latest
    go install github.com/jsonnet-bundler/jsonnet-bundler/cmd/jb@latest
  2. Set up a Jsonnet project, based on the example that follows:

    • Initialize Tanka
    • Install Pyroscope and Kubernetes Jsonnet libraries
    • Set up an environment
    console
    # Initialize a Tanka directory
    mkdir jsonnet-example && cd jsonnet-example
    tk init --k8s=1.21
    
    # Install Pyroscope jsonnet
    jb install github.com/grafana/pyroscope/operations/pyroscope@main
    
    # Install required tanka-util
    jb install github.com/grafana/jsonnet-libs/tanka-util@master
    
    # Setup your current cluster as the server for the default environment
    tk env set environments/default --server-from-context=$(kubectl config current-context)
  3. Decide if you want to run Pyroscope in the monolithic or the microservices mode

  • Option A) For monolithic mode the file environments/default/main.jsonnet, should look like;

    jsonnet
    local pyroscope = import 'pyroscope/jsonnet/pyroscope/pyroscope.libsonnet';
    local tk = import 'tk';
    
    pyroscope.new(overrides={
      namespace: tk.env.spec.namespace,
    })
  • Option B) For microservices mode the file environments/default/main.jsonnet, should look like;

    jsonnet
    local pyroscope = import 'pyroscope/jsonnet/pyroscope/pyroscope.libsonnet';
    local valuesMicroServices = import 'pyroscope/jsonnet/values-micro-services.json';
    local tk = import 'tk';
    
    pyroscope.new(overrides={
      namespace: tk.env.spec.namespace,
      values+: valuesMicroServices,
    })
  1. Generate the Kubernetes YAML manifests and store them in the ./manifests directory:

    console
    # Take a look at the generated YAML manifests.
    tk show environments/default
    
    # Export the YAML manifests to the folder `./manifests`:
    tk export ./manifests environments/default
  2. Deploy the manifests to a Kubernetes cluster, in one of two ways:

    • Use the tk apply command.

      Tanka supports commands to show the diff and apply changes to a Kubernetes cluster:

      console
      # Show the difference between your Jsonnet definition and your Kubernetes cluster:
      tk diff environments/default
      
      # Apply changes to your Kubernetes cluster:
      tk apply environments/default
    • Use the kubectl apply command.

      You generated the Kubernetes manifests and stored them in the ./manifests directory in the previous step.

      You can run the following command to directly apply these manifests to your Kubernetes cluster:

      console
      # Review the changes that will apply to your Kubernetes cluster:
      kubectl apply --dry-run=client -k manifests/
      
      # Apply the changes to your Kubernetes cluster:
      kubectl apply -k manifests/

    Note: The generated Kubernetes manifests create resources in the default namespace. To use a different namespace, change the namespace configuration option in the environments/default/main.jsonnet file, and re-generate the Kubernetes manifests.