Appendix B: Third-Party Integrations¶
H2O Driverless AI integrates with a (continuously growing) number of third-party products. Please contact sales@h2o.ai to schedule a discussion with one of our Solution Engineers for more information.
If you are interested in a product not yet listed here, please ask us about it!
Instance Life-Cycle Management¶
The following products are able to manage (start and stop) Driverless AI instances themselves:
| Name | Notes |
|---|---|
| BlueData | DAI runs in a BlueData container |
| Domino | DAI runs in a Domino container |
| IBM Spectrum Conductor | DAI runs in user mode via TAR SH distribution |
| IBM Cloud Private (ICP) | Uses Kubernetes underneath; DAI runs in a docker container; requires HELM chart |
| Kubernetes | DAI runs in as a long running service via Docker container |
| Kubeflow | Abstraction of Kubernetes; allows additional monitoring and management of Kubernetes deployments. Click here for more information. |
| Puddle (from H2O.ai) | Multi-tenant orchestration platform for DAI instances (not a third party, but listed here for completeness) |
| SageMaker | Bring your own algorithm docker container |
API Clients¶
The following products have Driverless AI client API integrations:
| Name | Notes |
|---|---|
| Alteryx | Allows users to interact with a remote DAI server from Alteryx Designer. Click here for more information. |
| Cinchy | Data collaboration for the Enterprise, use MOJOs to enrich data and use Cinchy data network to train models |
| Jupyter/Python | DAI Python API client library can be downloaded from the Web UI of a running instance |
| KDB | Use KDB as a data source in Driverless AI for training |
| RStudio/R | Under development, please ask for the DAI R API client library |
Scoring¶
The following products have Driverless AI scoring integrations:
| Name | Notes |
|---|---|
| KDB | Call a MOJO to score streaming data from KDB Ticker Service |
| ParallelM | Deploy and monitor MOJO models |
| Qlik | Call a MOJO from a Qlik dashboard |
| SageMaker | Host scoring-only docker image that uses a MOJO |
| Trifacta | Call a MOJO as a UDF |
| UiPath | Call a MOJO from within an RPA workflow |
Storage¶
| Name | Notes |
|---|---|
| Network Appliance | A mounted expandable volume is convenient for the Driverless AI working (tmp) directory |
Data Sources¶
Please visit the section on Enabling Data Connectors for information about data sources supported by Driverless AI.