Pachyderm: Data Versioning, Data Pipelines, and Data Lineage
Pachyderm is a tool for production data pipelines. If you need to chain
together data scraping, ingestion, cleaning, munging, wrangling, processing,
modeling, and analysis in a sane way, then Pachyderm is for you. If you have an
existing set of scripts which do this in an ad-hoc fashion and you're looking
for a way to "productionize" them, Pachyderm can make this easy for you.
Features
- Containerized: Pachyderm is built on Docker and Kubernetes. Whatever
languages or libraries your pipeline needs, they can run on Pachyderm which
can easily be deployed on any cloud provider or on prem.
- Version Control: Pachyderm version controls your data as it's processed. You
can always ask the system how data has changed, see a diff, and, if something
doesn't look right, revert.
- Provenance (aka data lineage): Pachyderm tracks where data comes from. Pachyderm keeps track of all the code and data that created a result.
- Parallelization: Pachyderm can efficiently schedule massively parallel
workloads.
- Incremental Processing: Pachyderm understands how your data has changed and
is smart enough to only process the new data.
Getting Started
Install Pachyderm locally or deploy on AWS/GCE/Azure in about 5 minutes.
You can also refer to our complete documentation to see tutorials, check out example projects, and learn about advanced features of Pachyderm.
If you'd like to see some examples and learn about core use cases for Pachyderm:
Documentation
Official Documentation
Keep up to date and get Pachyderm support via:
Follow us on Twitter.- Join our community Slack Channel to get help from the Pachyderm team and other users.
Contributing
To get started, sign the Contributor License Agreement.
You should also check out our contributing guide.
Send us PRs, we would love to see what you do! You can also check our GH issues for things labeled "help-wanted" as a good place to start. We're sometimes bad about keeping that label up-to-date, so if you don't see any, just let us know.
Join Us
WE'RE HIRING! Love Docker, Go and distributed systems? Learn more about our open positions or email us at jobs@pachyderm.io.
Usage Metrics
Pachyderm automatically reports anonymized usage metrics. These metrics help us
understand how people are using Pachyderm and make it better. They can be
disabled by setting the env variable METRICS to false in the pachd
container.
