Learn how to upgrade HPE Machine Learning Data Management to access new features and performance enhancements.

Before You Start

2.10.0 Requirements

If you are upgrading to (2.10.0+), you must:

  • Provide a storageURL in your Helm chart values at pachd.storage.storageURL to enable blob/object storage.

How to Upgrade

Run a Preflight Check

PachD has a preflight check mode that you can enable in your Helm chart by setting pachd.preflightchecks.enabled to true. Preflight checks run as a Kubernetes job, and can use a different version of HPE Machine Learning Data Management than the rest of the chart. In this case, you will set it to the version you are upgrading to (for example, the latest version is 2.10.6).

Example configuration:

    enabled: true
        tag: "2.10.6"

You’ll see a pod named pachyderm-preflight-check was created to perform the preflight checks.

  • If its status says completed, you are ready to continue with the upgrade.
  • If its status does not say completed, reach out to the HPE Machine Learning Data Management team for assistance with your upgrade.
kubectl get pods
NAME                                         READY   STATUS      RESTARTS   AGE
console-76f5fd8c58-zwvj5                     1/1     Running     0          13m
default-edges-v1-bl6cf                       2/2     Running     0          12m
default-montage-v1-tbj6p                     2/2     Running     0          12m
etcd-0                                       1/1     Running     0          13m
minio-0                                      1/1     Running     0          14m
pachd-6c99fc7448-vsjbn                       1/1     Running     0          13m
pachyderm-kube-event-tail-5957785f5d-4557j   1/1     Running     0          13m
pachyderm-loki-0                             1/1     Running     0          13m
pachyderm-preflight-check-rh9rp              0/1     Completed   0          13m
pachyderm-promtail-h29zv                     1/1     Running     0          13m
pachyderm-proxy-7956c766bd-drndd             1/1     Running     0          13m
pg-bouncer-686db6477c-rjwgl                  1/1     Running     0          13m
postgres-0                                   1/1     Running     0          13m


  1. Run the following brew command or download & install the latest release assets:

    brew tap pachyderm/tap && brew install pachyderm/tap/pachctl@2.10  
  2. Upgrade Helm.

  3. Verify that the installation was successful by running pachctl version:

    pachctl version 
    # COMPONENT           VERSION  
    # pachctl             2.10.6 
    # pachd               2.10.6