Appendix A: 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 |
Lets users interact with a remote DAI server from Alteryx Designer |
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 |
DAI R API client library can be downloaded from the Web UI of a running instance. More information available here. |
Scoring¶
The following products have Driverless AI scoring integrations:
Name |
Notes |
|---|---|
KDB |
Call a MOJO to score streaming data from KDB Ticker Service |
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 Data Connectors for information about data sources supported by Driverless AI.