Note that this list is meant to track the main changes and does not provide an exhaustive list of changes in the package.
The first 3 numbers in the version always indicate the RapidMiner platform (Studio and AI Hub) version that the package is meant to be used with. This does not mean that the package is always incompatible with a different platform version. We aim to add explicit error messages when there is an incompatibility between versions, but it is generally recommended to always use the same version of the package and the RapidMiner platform.
Because of multiple reasons (like managing and releasing point of view) from version 10.1.0 we go with the more standardised version numbering.
- Added full support of attribute/column roles
- Bugfix: DataFrame reading error in case of integer columns
- Bugfix: Fix reading process details by calling a non-deprecated endpoint
- Rework authentication to support offline_token authentication method
- Removed possibility of username-password oauth authentication for WebApi and Server classes
- Introducing new interface for Web Api endpoints
- Added authentication option to
Scoring
- Adapted authentication to AI Hub 10.0.0 in all classes
- Added support for reading
rmhdf5table
files toStudio
- Fixed install problems on Windows and with latest Python versions
- Replaced
tink
dependency withcryptography
dependency
- Added
Connections
class to allow access to connections in projects - Added
get_connections()
function toServer
class to allow access to connections in AI Hub repository - Adapted
Time
data type handling to how Studio and AI Hub 9.9.0+ handle it
- Fixed
get_server()
call on docker-based environments
- Fixed the loss of attribute roles when using
read()
ofProject
class - Explicit error is thrown when a Python Scripting extension with version below 9.7.0 is installed on RapidMiner AI Hub
- Added support for versioned projects via the new
Project
class - Added support for versioned projects in
read_resource()
andrun_process()
calls of theServer
class
- Added support for JupyterHub integration with RapidMiner Server
- Package is now published on PyPi
- Improved data handover, requires 9.5.0 version of the platform
run_process()
ofServer
now returns just a single value when there is just one output
- First version of the library