v0.7.7

What's Changed

• Limit pyspark version to 3. by @Liraim in #1621
• UI: visual test for reports html representation in jupyter by @DimaAmega in #1601
• fix empty df infer_column_type by @mike0sv in #1622
• UI (refactor): progress bar better by @DimaAmega in #1619
• vertex credentials by @mike0sv in #1628
• add llm provider tutorial by @mike0sv in #1618
• Delete readme.md from examples by @Filsergh in #1630
• add dataset metadata by @mike0sv in #1626
• Fix nan handling in ByLabelValueCount. by @Liraim in #1632

New Contributors

• @Filsergh made their first contribution in #1630

Full Changelog: v0.7.6...v0.7.7

v0.7.6

What's Changed

• UI (feature): guess colors in pie chart by @DimaAmega in #1597
• add snapshot links by @mike0sv in #1598
• prompt registry by @mike0sv in #1596
• feature: add html report link in jupyter by @DimaAmega in #1599
• UI: fix standalone by @DimaAmega in #1602
• rework prompt api by @mike0sv in #1604
• UI (fix): report html representation by @DimaAmega in #1606
• UI (fix): download report as html by @DimaAmega in #1607
• fix: panel points filtration by @DimaAmega in #1609
• Add hit_share aggregation method to ContextRelevance descriptor. by @Liraim in #1605
• refactor: html links by @DimaAmega in #1600
• Support for boolean labels. by @Liraim in #1603
• Add more options and LLM providers by @mike0sv in #1608
• UI(fix): html in jupyter by @DimaAmega in #1613
• Fix for numpy bool types in validation. by @Liraim in #1610
• Handle lists as value in columns. by @Liraim in #1611
• UI (feature): dashboard panels: show tags by @DimaAmega in #1614
• UI (fix): dashboard panels tags by @DimaAmega in #1615

Full Changelog: v0.7.5...v0.7.6

v0.7.5

What's Changed

• Add possible Action over selected list of snapshots. by @Liraim in #1583
• UI: fix x-axis tick labels by @DimaAmega in #1586
• metric tests tests by @mike0sv in #1585
• Helper functions for pie and bar panels. by @Liraim in #1590
• UI: (charts) add pie chart by @DimaAmega in #1588
• Service column support in data definition. by @Liraim in #1591
• Add service examples by @mike0sv in #1587
• Remove default service columns if not present in data. by @Liraim in #1592
• Add configuration for request_max_body_size parameter. by @Liraim in #1593

Full Changelog: v0.7.4...v0.7.5

v0.7.4

What's Changed

• UI: setup e2e for v2 by @DimaAmega in #1572
• add test descriptor examples by @mike0sv in #1575
• Add evidently demo_project cli command to create demo project. by @Liraim in #1573
• Support Go To Report button in UI service. by @Liraim in #1578
• UI: dashboard panels make better by @DimaAmega in #1580
• add run compare by @mike0sv in #1577
• fix preset tests by @mike0sv in #1579
• fix test validation for ByLabelCountMetric by @mike0sv in #1582
• UI: bump mui stack by @DimaAmega in #1581

Full Changelog: v0.7.3...v0.7.4

v0.7.3

What's Changed

• UI: (v2) refactor by @DimaAmega in #1565
• UI: add marks for dashboard's plot by @DimaAmega in #1568
• downsample scatter for roc auc and pr curves by @mike0sv in #1567
• Feature/descriptor tests 2 by @mike0sv in #1563
• v2 panels refactor and custom labels by @DimaAmega in #1569
• Fix dataset without tests upload to cloud service by @Liraim in #1570
• UI (counter): small fix by @DimaAmega in #1571

Full Changelog: v0.7.2...v0.7.3

v0.7.2

What's Changed

• UI cli: fix ui paths by @DimaAmega in #1566

Full Changelog: v0.7.1...v0.7.2

v0.7.1

What's Changed

• local workspace by @mike0sv in #1549
• Improve Dataset behavior. by @Liraim in #1558
• add py3.13 by @mike0sv in #1548
• Update main.yml by @mike0sv in #1561
• fix context reference and data summary by @mike0sv in #1560
• Evidently UI service v2 by @Liraim in #1559
• allow partial alias for metric in panels by @mike0sv in #1564

Full Changelog: v0.7.0...v0.7.1

v0.7.0

What's Changed

• Remove scipy deprecation warning by @tomknip in #1533
• UI: better useOnSubmitEnd by @DimaAmega in #1519
• Serializable descriptors by @mike0sv in #1527
• fix test warnings by @mike0sv in #1536
• run snapshots by @mike0sv in #1537
• fix additional widget being casted to AdditionalGraphInfo by @mike0sv in #1539
• add share to missing count metric by @mike0sv in #1541
• fix nan in unique values by @mike0sv in #1540
• fix additional graph by @mike0sv in #1544
• Deprecating old API by @mike0sv in #1542
• New SDK for work with projects and dashboards. by @Liraim in #1547
• Fix nbextension location after code move. by @Liraim in #1552
• UI: remove unused types by @DimaAmega in #1546
• Restore imports from evidently.future. by @Liraim in #1551
• Add missing methods: version and dict to Project object in Workspace. by @Liraim in #1553
• fix custom descriptors by @mike0sv in #1554
• Updated README by @elenasamuylova in #1545
• Readme fix by @emeli-dral in #1555

New Contributors

• @tomknip made their first contribution in #1533

Full Changelog: v0.6.7...v0.7.0

v0.6.7

What's Changed

• remove: chromadb by @DimaAmega in #1521
• V2/mvp datasets by @mike0sv in #1520
• project version field by @mike0sv in #1522
• v2 workspace by @mike0sv in #1528
• V2: Snapshot serialization by @Liraim in #1525
• add include_tests flag for presets by @mike0sv in #1530
• multiclass llm eval by @mike0sv in #1529
• Fix ValueDrift errors by @Liraim in #1532

Full Changelog: v0.6.6...v0.6.7

v0.6.6

What's Changed

• UI: huge refactor by @DimaAmega in #1384
• column generator by @mike0sv in #1494
• Fix value in CategoryCount for constant columns. by @Liraim in #1499
• handle evidently error by @mike0sv in #1501
• recursive metric containers by @mike0sv in #1500
• chore: Fix typo in report UI by @emacha in #1503
• Commit UI assets by @DimaAmega in #1505
• Proper render of containers inside containers and generators. by @Liraim in #1507
• Hold metrics for container in context and not in container itself. by @Liraim in #1509
• Fix The cardinality of column () has been exceeded for small datasets. by @Liraim in #1506
• Fix error when pass pd.DataFrame to reference_data. by @Liraim in #1511
• Add support for smart_union in all metrics config. by @Liraim in #1513
• Support token from env variables. by @Liraim in #1516
• metrics cookbook and small fixes for metrics by @emeli-dral in #1515

New Contributors

• @emacha made their first contribution in #1503

Full Changelog: v0.6.5...v0.6.6