Pega Data Scientist Tools V4.6.0

[StijnKas]

Highlights

• Dropped Python 3.9 support
• Added Async API client
• Refactored Decision Analyzer / Action Analysis code

Full changelogs

• Bump moto from 5.1.18 to 5.1.19 by @dependabot[bot] in Bump moto from 5.1.18 to 5.1.19 #497
• Update metrics and limits, add github workflow for writing csv by @jmelburg in Update metrics and limits, add github workflow for writing csv #502
• CLI lets user choose between health check and decision analyzer by @jmelburg in CLI lets user choose between health check and decision analyzer #468
• Update limits for standard NBAD configurations by @jmelburg in Update limits for standard NBAD configurations #505
• Added support for title hovers in both tables by @operdeck in Added support for title hovers in both tables #500
• Update no action ratio threshold by @StijnKas in Update no action ratio threshold #507
• Performance thresholds changed to percentages by @jmelburg in Performance thresholds changed to percentages #508
• fix: improve compatibility with isolated Python environments by @jmelburg in fix: improve compatibility with isolated Python environments #509
• Update thresholds by @jmelburg in Update thresholds #516
• Restore auc formatting in individual model reports by @jmelburg in Restore auc formatting in individual model reports #510
• Fix type checking errors in ImpactAnalyzer by @operdeck in Fix type checking errors in ImpactAnalyzer #511
• note about sample data by @yusufuyanik1 in note about sample data #512
• Add two new metrics to the limits file by @StijnKas in Add two new metrics to the limits file #518
• Increase percentage of models with good AUC in limits file by @StijnKas in Increase percentage of models with good AUC in limits file #519
• Update README.md by @operdeck in Update README.md #520
• Bump protobuf from 6.33.0 to 6.33.5 by @dependabot[bot] in Bump protobuf from 6.33.0 to 6.33.5 #522
• Bump aiohttp from 3.13.2 to 3.13.3 by @dependabot[bot] in Bump aiohttp from 3.13.2 to 3.13.3 #515
• Bump urllib3 from 1.26.20 to 2.6.3 by @dependabot[bot] in Bump urllib3 from 1.26.20 to 2.6.3 #514
• Bump werkzeug from 3.1.3 to 3.1.5 by @dependabot[bot] in Bump werkzeug from 3.1.3 to 3.1.5 #513
• Bump filelock from 3.19.1 to 3.20.3 by @dependabot[bot] in Bump filelock from 3.19.1 to 3.20.3 #504
• Bump anyio from 4.12.0 to 4.12.1 by @dependabot[bot] in Bump anyio from 4.12.0 to 4.12.1 #501
• Bump pydantic from 2.12.4 to 2.12.5 by @dependabot[bot] in Bump pydantic from 2.12.4 to 2.12.5 #482
• Bump furo from 2025.9.25 to 2025.12.19 by @dependabot[bot] in Bump furo from 2025.9.25 to 2025.12.19 #491
• Bump virtualenv from 20.35.4 to 20.36.1 by @dependabot[bot] in Bump virtualenv from 20.35.4 to 20.36.1 #503
• Bump python-jose from 2.0.2 to 3.4.0 by @dependabot[bot] in Bump python-jose from 2.0.2 to 3.4.0 #523
• refactor DA col resolution to ColumnResolver by @yusufuyanik1 in refactor DA col resolution to ColumnResolver #525
• fix(issue 527): Format CTR column as percentage when using callabl… by @operdeck in fix(issue 527): Format CTR column as percentage when using callabl… #528
• feat: Add infer_schema_length parameter for large dataset support (Make infer_schema_length parameter configurable #506) by @operdeck in feat: Add infer_schema_length parameter for large dataset support (#506) #529
• feat(ADMTrees): add many more metrics to analyze AGB trees by @operdeck in feat(ADMTrees): add many more metrics to analyze AGB trees #530
• Release V4.5.2 by @github-actions[bot] in Release V4.5.2 #531
• Feature/impact analyzer app by @operdeck in Feature/impact analyzer app #521
• Decision Analysis streamlit app refactoring and consolidation by @operdeck in Decision Analysis streamlit app refactoring and consolidation #536
• Add Async API Client, strict ruff linting by @StijnKas in Add Async API Client, strict ruff linting #541
• Bump nbconvert from 7.16.6 to 7.17.0 by @dependabot[bot] in Bump nbconvert from 7.16.6 to 7.17.0 #524
• Bump cryptography from 46.0.3 to 46.0.5 by @dependabot[bot] in Bump cryptography from 46.0.3 to 46.0.5 #526
• Bump itables from 2.6.2 to 2.7.0 by @dependabot[bot] in Bump itables from 2.6.2 to 2.7.0 #532
• Bump moto from 5.1.19 to 5.1.21 by @dependabot[bot] in Bump moto from 5.1.19 to 5.1.21 #533
• Bump pre-commit from 2.3.0 to 4.3.0 by @dependabot[bot] in Bump pre-commit from 2.3.0 to 4.3.0 #534
• Bump werkzeug from 3.1.5 to 3.1.6 by @dependabot[bot] in Bump werkzeug from 3.1.5 to 3.1.6 #537
• add optional rag_source parameter by @jmelburg in add optional rag_source parameter #540
• Refactor/decision analyzer by @operdeck in Refactor/decision analyzer #538
• fix(decision_analyzer): skip hidden files in read_data and support zip-of-parquets by @operdeck in fix(decision_analyzer): skip hidden files in read_data and support zip-of-parquets #542
• docs: fix install commands in streamlit app getting-started guides by @operdeck in docs: fix install commands in streamlit app getting-started guides #544
• fix: use PEP 440 version comparison for upgrade check in Streamlit apps by @operdeck in fix: use PEP 440 version comparison for upgrade check in Streamlit apps #543
• fix: persist decision data and filters across page navigation by @operdeck in fix: persist decision data and filters across page navigation #546
• Some more tests to increase code coverage by @StijnKas in Some more tests to increase code coverage #548
• fix(decision_analyzer): filter OS artifacts and add .jsonl support in data reading by @operdeck in fix(decision_analyzer): filter OS artifacts and add .jsonl support in data reading #547
• Feat/external user readiness by @operdeck in Feat/external user readiness #549

Full Changelog: V4.5.0...V4.6.0

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This discussion was created from the release Pega Data Scientist Tools V4.6.0.