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

v0.6.5

What's Changed

• Fix ValueStats for binary category column. by @Liraim in #1495
• Fix Recommender Rank Metric Preset In recsys.py by @taljacob2 in #1466

New Contributors

• @taljacob2 made their first contribution in #1466

Full Changelog: v0.6.4...v0.6.5

v0.6.4

What's Changed

• Classification Presets tests configuration. by @Liraim in #1475
• Add ValueStats / TextEvals / DataSummaryPreset tests. by @Liraim in #1485
• multiple categorycount categories by @mike0sv in #1483
• Implement generation of data definitions for pandas datasets. by @Liraim in #1488
• Support pandas.DataFrame in Report.run. by @Liraim in #1489
• bylabelcount metric type by @mike0sv in #1484
• Small fixes for descriptors: naming issues, removal of unused functions, updated thresholds by @emeli-dral in #1490
• Minor fixes for data definition and tests. by @Liraim in #1491
• Support partial data definitions by @Liraim in #1492
• Add test params to regression presets. by @Liraim in #1493

Full Changelog: v0.6.3...v0.6.4

v0.6.3

What's Changed

• UI: bit refactor by @DimaAmega in #1474
• Add disclaimers to the old docs by @elenasamuylova in #1470
• fix out of range metric by @mike0sv in #1473
• support options in future descriptors by @mike0sv in #1471
• Context Relevance descriptor by @Liraim in #1472
• Feature/rag descriptors by @emeli-dral in #1478
• Add additional providers for ContextRelevance. by @Liraim in #1477
• allow unknown metrics to be uploaded by @mike0sv in #1476
• updated descriptors example by @emeli-dral in #1479

Full Changelog: v0.6.2...v0.6.3

v0.6.2

What's Changed

• Fix/test hover by @mike0sv in #1467
• Fix columns definitions and data drift configuration. by @Liraim in #1465
• Feature/llm wrappers by @mike0sv in #1464
• Fix linked metrics in presets renders. by @Liraim in #1469
• use async litellm by @mike0sv in #1468

Full Changelog: v0.6.1...v0.6.2

v0.6.1

What's Changed

• Fix deserialization BaseWidgetInfo in converted metrics. by @Liraim in #1457
• Fix missing tests for top level metrics on converting new snapshot by @Liraim in #1458
• Fix threshold type in LessThan test. by @Liraim in #1460
• boolean label by @mike0sv in #1456
• Fix proper convert for data_definition to input_data. by @Liraim in #1461
• add render tag for v2 values by @mike0sv in #1459
• Fix Binary Classification with different configurations. by @Liraim in #1463
• remove scikit-learn<1.6.0 limit by @DimaAmega in #1451
• UI: snapshot actions wrapper by @DimaAmega in #1462

Full Changelog: v0.6.0...v0.6.1

v0.6.0

What's Changed

• add test_fingerprint to test widget by @mike0sv in #1386
• fix get dataset permissions by @svetleo-evidently in #1399
• fix get dataset permissions by @svetleo-evidently in #1401
• Docs: misc updates by @elenasamuylova in #1397
• Metrics redesign by @Liraim in #1389
• Store tests datasets in repo. by @Liraim in #1416
• New reports improvements. by @Liraim in #1414
• Openai errors by @svetleo-evidently in #1417
• fix descriptors params: include_reasoning and include_score by @svetleo-evidently in #1419
• Reference support in new version. by @Liraim in #1415
• default tests and include_tests logic by @mike0sv in #1418
• Support reference in metrics. by @Liraim in #1420
• Render for new ValueDrift and DataDriftPreset. by @Liraim in #1421
• Add approxvalue support in tests. by @Liraim in #1425
• recsys metrics by @mike0sv in #1423
• not equal by @mike0sv in #1424
• fixes by @mike0sv in #1426
• Fix data drift params and tests. by @Liraim in #1428
• Add explicit display names for metric results. by @Liraim in #1430
• default ref tests by @mike0sv in #1427
• Support value names in all metrics. by @Liraim in #1431
• new dummmy metrics by @mike0sv in #1432
• ValueStats render by @Liraim in #1433
• add run by @mike0sv in #1437
• Feature/ml vis by @mike0sv in #1434
• Text Evals render and DataSummaryPreset by @Liraim in #1435
• Replace RocAuc by label render. by @Liraim in #1439
• Add RegressionQuality render and RegressionPreset. by @Liraim in #1436
• Add ClassificationQuality render and ClassificationPreset. by @Liraim in #1438
• Tests summary in new reports. by @Liraim in #1442
• Feature/add run by @mike0sv in #1444
• fix descriptor columns by @mike0sv in #1440
• openai_errors_handle by @svetleo-evidently in #1443
• Support None / NaN in UniqueValuesCount metric by @Liraim in #1446
• Fix information about descriptors in snapshots. by @Liraim in #1448
• Support ByLabelValue in field iterators. by @Liraim in #1450
• FIPS compliant by @DueViktor in #1411
• Support V2 metrics in Distribution. by @Liraim in #1452
• default reference tests by @mike0sv in #1445
• add alias as display name by @mike0sv in #1453
• Support presets from new reports in old snapshots. by @Liraim in #1454
• fix prompts by @mike0sv in #1455
• UI: add histigram panel plot type by @DimaAmega in #1447

New Contributors

• @DueViktor made their first contribution in #1411

Full Changelog: v0.5.1...v0.6.0