Climate change science has witnessed an explosion in the amount and types of data that can be brought to bear on the potential responses of the terrestrial carbon cycle and biodiversity to global change. Many of the most pressing questions about global change are not necessarily limited by the need to collect new data as much as by our ability to synthesize existing data. This project specifically seeks to improve this ability. Because no one measurement provides a complete picture, multiple data sources must be integrated in a sensible manner. Process-based models represent an ideal framework for integrating these data streams because they represent multiple processes at different spatial and temporal scales in ways that capture our current understanding of the causal connections across scales and among data types. Three components are required to bridge this gap between the available data and the required level of understanding: 1) a state-of-the-art ecosystem model, 2) a workflow management system to handle the numerous streams of data, and 3) a data assimilation statistical framework in order to synthesize the data with the model.

PEcAn is an open source datamanagement for long tail data.

$ helm repo add ncsa https://opensource.ncsa.illinois.edu/charts/
$ helm repo add bitnami https://raw.githubusercontent.com/bitnami/charts/pre-2022/bitnami
$ helm dependency build
$ helm install pecan ncsa/pecan

This chart bootstraps a PEcAn deployment on a Kubernetes cluster using the Helm package manager.

• Kubernetes 1.16+
• helm 3
• PV provisioner support in the underlying infrastructure

To install the chart with the release name my-release:

$ helm install my-release ncsa/pecan

The command deploys PEcAn on the Kubernetes cluster in the default configuration. The configuration section lists the parameters that can be configured during installation. This will also install BetyDB as well as some model runners.

Tip: List all releases using helm list

To uninstall/delete the my-release deployment:

$ helm delete my-release

The command removes all the Kubernetes components associated with the chart and deletes the release.

Needs to be written

The following table lists the configurable parameters of the PEcAn chart and their default values.

Specify each parameter using the --set key=value[,key=value] argument to helm install. For example,

$ helm install my-release ncsa/pecan --set clustername=ncsa

The above command sets the cluster name to ncsa.

Alternatively, a YAML file that specifies the values for the parameters can be provided while installing the chart. For example,

$ helm install my-release ncsa/pecan --values values.yaml

Tip: You can use the default values.yaml

To enable Rstudio you will need to add users to the rstudioUsers, this is a list with usernames and passwords, for example:

rstudioUsers:
	- username: carya
	  password: illinois
	  size: 1Gi

This will add a Rstudio container with a dedicated 1GB of storage. This container is reachable at http://carya.pecan.localhost/

PEcAn uses disk storage to store the results of the workflow execution as well as any data downloads as part of the executions.

1. Create the PersistentVolume
2. Create the PersistentVolumeClaim
3. Install the chart

$ helm install my-release ncsa/pecan --set persistence.existingClaim=PVC_NAME

If you want to test this helm chart on your local machine, you can either leverage of docker kubernetes, or rancher desktop. When using rancher desktop you will need to first setup the shared storage, using kubectl apply -f:

apiVersion: v1
kind: PersistentVolume
metadata:
  name: pecan-data
spec:
  storageClassName: manual
  capacity:
    storage: 50Gi
  accessModes:
    - ReadWriteMany
  hostPath:
    path: "/tmp/data"
---
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
  name: pecan-data
spec:
  storageClassName: manual
  accessModes:
    - ReadWriteMany
  resources:
    requests:
      storage: 50Gi

Next you will install the helm chart with the following local values: helm upgrade --install --namespace default pecan . --values values-local.yaml

clusterfqdn: pecan.localhost

rstudioUsers:
  - username: carya
    password: illinois

persistence:
  existingClaim: pecan-data

ingress:
  enabled: true
  hosts:
      - pecan.localhost

betydb:
  ingress:
    enabled: true
    hosts:
      - pecan.localhost
  postgresql:
    persistence:
      storageClass: local-path

rabbitmq:
  rabbitmq:
    username: guest
    password: guest
    setUlimitNofiles: false
    ulimitNofiles: "1024"

• Update BETY chart
• update url forb bitnami

• Upgraded ingress routes to networking.k8s.io/v1
• Set hostnames using ingress.hosts, instead of using clusterfqdn
• Use ncsa/checks for init containers
• Fixed web pages

• Removed ED git, image does not exist anymore

• Fixes bad version numbers of PEcAn images
• Add BSD-3 License to chart

• Initial release of the PEcAn helm chart, this is still work in progress