v0.4.11

What's Changed

• Remove explicit pyarrow dep by @mike0sv in #885
• New service API by @mike0sv in #884
• Docs for 0.4.10 by @elenasamuylova in #883
• An example of data drift detection with feature importances by @emeli-dral in #889
• Version 0.4.11 by @emeli-dral in #890

Full Changelog: v0.4.10...v0.4.11

v0.4.10

What's Changed

• Docs by @elenasamuylova in #857
• Fix docs: replace --demo-project flag with --demo-projects all by @DimaAmega in #858
• fix/return special json parser by @DimaAmega in #860
• Add better json encoder to collector by @mike0sv in #868
• refactor/dashboard by @DimaAmega in #863
• UI: playwright by @DimaAmega in #864
• Add metrics by @0lgaF in #871
• Update workflows by @DimaAmega in #875
• Add fi test by @0lgaF in #876
• Add RowCountTrigger to Collector Service by @magdalenakuhn17 in #859
• fix: Fix reference data plot for classification probability distribution by @nedwebster in #866
• Add additional data to metric preset generation by @mike0sv in #877
• Fix vis for spark df with timestamp by @mike0sv in #865
• feature/filter by metadata by @DimaAmega in #873
• Add preset by @0lgaF in #878
• fix/nivo by @DimaAmega in #879
• Fix empty rows when paging by @DimaAmega in #880

New Contributors

• @nedwebster made their first contribution in #866

Full Changelog: v0.4.9...v0.4.10

v0.4.9

What's Changed

• add some return type hints by @jameslamb in #834
• Fix two FutureWarnings maintaining current behaviour by @aaalexlit in #842
• Fix the bug by @0lgaF in #845
• Fix to draw scatter plots by @mike0sv in #849
• Feature/fsspec workspace by @mike0sv in #850
• feat/setup evidently-ui-lib ts package + a few UI changes by @DimaAmega in #847
• UI: fix readme files since UI changes by @DimaAmega in #853
• Add metrics by @0lgaF in #841
• Support file-like objects for report.save_html by @mike0sv in #854
• Add feature importance by @0lgaF in #852
• Counter panels for TestSuites by @mike0sv in #843

New Contributors

• @aaalexlit made their first contribution in #842

Full Changelog: v0.4.8...v0.4.9

[WIP] Drift Calculation on Spark

Updates

• feature/ui update dependencies by @DimaAmega in #818
• Add test suite dashboard panels by @mike0sv in #817
• Spark engine by @mike0sv in #806
• Better CI by @DimaAmega in #822
• Doc: dvclive integration by @francesco086 in #825
• Additional datasets field for run by @mike0sv in #824
• MobAd BigData Beeline Kazakhstan: add lift table and lift curve metrics by @IlmuratTokhtakhunov in #544
• Adult dataset demo by @mike0sv in #837
• Add spark example by @mike0sv in #838

Fixes:

• Fix RemoteWorkspace verify by @vlin-lgtm in #823
• refactor: Rewrote verify method of RemoteWorkspace by @mou in #827
• [docs] fix typos in docs by @jameslamb in #828
• Fix after merge 818 by @DimaAmega in #830
• fix lint by @mike0sv in #831
• fix for lift metrics by @emeli-dral in #835

Full Changelog: v0.4.7...v0.4.8

Support Tags in Counter Panels

Updates:

• Update dataset_correlations_metric.py by @VishalKumar-S in #814

Fixes:

• Fix_typo by @0lgaF in #812
• Deprecate _as_pandas by @mike0sv in #816
• Respect tags for counter panels by @mike0sv in #821

Full Changelog: v0.4.6...v0.4.7

Reports/Tests filtration by tags & RecSys quality metrics

Updates:
#775
#777
#778
#787
#788
#789
#790
#791
#796
#797
#798
#803

Fixes:
#769
#776
#774
#792
#801
#808

Altering Project Title & Description from UI

Updates:
#746
#751
#755
#759
#762

Fixes:
#750
#753
#758
#760
#761
#764
#765

Collector Service

Updates:
#734

Fixes:
#743
#744

Automation for UI service docker build

Fixes:
#735
#736
#737

Support for Tests Criticality

Updates:
#720
#727
#728
#729
#730

Fixes:
#721
#723