superb-ai

Superb.ai + Pachyderm Integration

This example shows how you can create a Pachyderm pipeline to automatically version and save data you've labeled in Superb.ai to use in downstream machine learning workflows.

The integration connects to your SuperbAI project, ingests the data into Pachyderm on a cron schedule.

Once your data is ingested into Pachyderm, you can perform data tests, train a model, or any other type of data automation you may want to do, all while having full end-to-end reproducibility.

Requirements

You will need an account for each of the tools. Free accounts can now be used to run this example!

• Superb.AI account
• Setup a Pachyderm Hub Cluster

Run this example

1. Generate an Access API Key in SuperbAI.
2. Put the key and your user name in the secrets.json file.
3. Create the Pachyderm secret

pachctl create secret -f secrets.json

4. Create the cron pipeline to synchronize your Sample project from SuperbAI to Pachyderm. This pipeline will run every minute to check for new data (you can configure it to run more or less often in the cron spec in sample_project.yml).

pachctl create pipeline -f sample_project.yml

5. Pachyderm will automatically kick off the pipeline and import the data from your sample project.