v0.14.0

Compatible with Tune Insight v0.14.0.

As for v0.13.0, changes in the SDK are minor, mostly focusing on compatibility with changes in the backend.

• Support has been added for E2EE statistics. This means that the cryptolib has changed.
• Additional packages were erroneously included in the cryptolib, increasing its size by about 25%. This has been fixed.
• Local data selections were deprecated in the backend. However, this concept is still useful in the SDK, and has thus been kept (with a different underlying implementation).

v0.13.0

Compatible with Tune Insight v0.13.0.

Changes to the SDK are mostly minor with this version focusing on backend and web interface.

• The preprocessing has been improved, as well as the RemoteDataFrame asbtraction.
• Datasources can now be defined at the datasource level.
• Deprecation of all project.new_{computation} methods -- use the tuneinsight.computations.Computation classes instead.

v0.12.1

Compatible with Tune Insight v0.12.1.

This release includes mostly minor changes on the SDK side:

• Quality-of-life improvements to make the SDK easier to use, including context managers to define policies (with project.policy as policy: ... instead of get_policy then set_policy)
• Improvements to docstrings and documentation.
• Changes to the EncryptedMean computation interface.
• Updates to the cryptolib for compatibility with Lattigo v6.5

v0.11.1

Compatible with Tune Insight v0.11.1.

Major changes

• The authorization mechanism has been strengthened: all projects must now be authorized and are locked upon authorization request.
• Computations can now be fetched from a project (creating the appropriate Python object). This can be used to apply consistent post-processing of results computed in other sessions.
• The cryptolib has been been tested and works on Linux, Windows, and Mac OS.

Minor changes

• The regression has been improved and should be easier to use.
• Synthetic data generation has been improved (including with the addition of a new progress tracking API).
• Features marked for deprecation in this release have been deprecated. The next deprecation wave should come with v0.12.x.
• Many minor features have been added to reflect changes in Tune Insight v0.11.1 (e.g., recurring projects, joining projects with tokens, ...)

v0.10.3

Compatible with Tune Insight v0.10.3

Major changes

• Retrieval of computations and results from the project.
• EncryptedAggregation and StatisticalAggregation merged as one computation.

Minor changes

• Various quality-of-life improvements.
• Removal of experimental/outdated features.

Release package on the docs: https://docs.tuneinsight.com/packages/tuneinsight-diapason-0.10.3.tar.gz

v0.10.2

Compatible with Tune Insight v0.10.2

Release package: https://docs.tuneinsight.com/packages/tuneinsight-diapason-0.10.2.tar.gz

Full Changelog: v0.9.2...v0.10.2

v0.9.2

• Compatible with Tune Insight v0.9.2.
• Changes include:
  • adaptation to new datasource structure and configuration of v0.9.2
  • support for differentially private computations
  • bug fixes

v0.9.0

• Compatible with Tune Insight v0.9.0. From now on, Diapason versions will match the associated Tune Insight release version.
• This release is a major refactoring of the SDK that is not backwards-compatible.
  • The refactoring intends to make the library simpler to use by unifying concepts (in particular, computations), adding documentation, and reorganizing the module.
  • Some features have been marked for deprecation. Recommendations are usually provided with the deprecation warning.
  • Code from older versions should still mostly work after a few minor tweaks.

v0.6.2

Compatible with Tune Insight v0.8.0

Full Changelog: v0.6.0...v0.6.2

v0.6.0

Compatible with Tune Insight v0.7.8

Full Changelog: v0.5.0...v0.6.0