Driverless AI Python Client¶
The Driverless AI Python client provides an API to easily interact with a Driverless AI server.
Supported Driverless AI Servers
The client version number indicates the most recent Driverless AI server supported by that specific client version. However, all client versions are backwards compatible with Driverless AI servers down to version 1.9.0. The following is a list of supported Driverless AI server versions:
- 1.9.0 - 1.9.3.3 (Deprecation warning: Support for version 1.9.x will be removed in the upcoming 1.10.7 release.)
- 1.10.0 - 1.10.6.2
Requirements
- python >=3.7,<3.12
- requests
- tabulate
- toml
Warning
Support for Python 3.7 will be dropped from v1.10.7 onwards.
Feature Support
The client does not currently support the following Driverless AI features:
- Diagnostics
- Deployments
- MLI BYOR (partial support)
- mTLS authentication
- Recipe management
If there are any features you’d like like to see in the client, please let us know at support@h2o.ai.
Additional Resources
Have Questions?
If you have questions about using Driverless AI, post them on the H2O.ai Community Slack workspace in the #driverless-ai channel. If you have not signed up for the H2O.ai Community Slack workspace, you can do so here: https://www.h2o.ai/community/.
Have Feedback?
Please send feedback to help improve the client and documentation to support@h2o.ai.
Table of Contents¶
Examples
API In Depth
Misc.
- Concepts
- Frequently Asked Questions
- What Driverless AI server version does the client work with?
- How can I avoid hardcoding my password?
- How can I suppress
InsecureRequestWarning
messages when initializing the client withverify=False
? - Why is
verify=false
ignored when initializing the client ? - Can I download to an external file system, such as s3?
- Changelog
- [1.10.6.2] - 2023-11-01
- [1.10.6.1] - 2023-09-04
- [1.10.6] - 2023-08-28
- [1.10.5.1] - 2023-08-15
- [1.10.5.post1] - 2023-05-03
- [1.10.5] - 2023-04-25
- [1.10.4.3] - 2023-01-30
- [1.10.4.2] - 2023-01-16
- [1.10.4.1] - 2022-12-15
- [1.10.4.post1] - 2022-11-01
- [1.10.4] - 2022-10-25
- [1.10.3.1] - 2022-06-16
- [1.10.3] - 2022-05-03
- [1.10.2] - 2022-02-22
- [1.10.1.3] - 2022-01-10
- [1.10.1.2] - 2021-12-23
- [1.10.1.1] - 2021-12-15
- [1.10.1.post1] - 2021-12-06
- [1.10.1] - 2021-11-12
- [1.10.0] - 2021-09-30
- [1.9.3.1] - 2021-08-12
- [1.9.3] - 2021-06-02
- [1.9.2.1.post1] - 2021-05-05
- [1.9.2.1] - 2021-04-05
- [1.9.1.1] - 2021-02-24
- [1.9.1.post1] - 2021-01-25
- [1.9.1] - 2021-01-19
- [1.9.0.6] - 2021-01-06
- [1.9.0.5] - 2020-12-21
- [1.9.0.4.post2] - 2020-12-02
- [1.9.0.4.post1] - 2020-11-16
- [1.9.0.4] - 2020-10-23
- [1.9.0.3] - 2020-10-09
- [1.9.0.2.post2] - 2020-09-28
- [1.9.0.2.post1] - 2020-09-24
- [1.9.0.2] - 2020-09-17
- [1.9.0.1] - 2020-08-14
- [1.8.7.2.post1] - 2020-07-17
- [1.8.7.2] - 2020-07-17
- [1.8.7.1-beta-0] - 2020-07-06
- [1.8.7-beta-0] - 2020-06-23
- [1.8.6.3-beta-1] - 2020-06-08
- [1.8.6.3-beta-0] - 2020-05-29
- [1.8.5.1-beta-0] - 2020-04-10
- [1.8.4.1-beta-1] - 2020-03-17
- [1.8.4.1-beta-0] - 2020-03-06