AWS SDK for pandas 3.7.2

Features/Enhancements 🚀

• Add support for DeltaLake's DynamoDB lock mechanism by @LeonLuttenberger in #2705

Bug fixes 🐛

• wr.athena.to_iceberg - Insert query has mismatched column types #2678 by @GalvFionic in #2715
• allow s3_output in athena.to_iceberg by @jaidisido in #2727
• replace deprecated np.split_array by @jaidisido in #2735
• Athena to_iceberg fails with non-lowercase column names by @LeonLuttenberger in #2736
• Support Ray 2.10 by @kukushking in #2741

New Contributors

• @GalvFionic made their first contribution in #2715

Full Changelog: 3.7.1...3.7.2

AWS SDK for pandas 3.7.1

Bug fixes 🐛

• fix breaking change in _create_table by @jaidisido in #2711
• pin pyarrow to version 8 and above by @jaidisido in #2709

Documentation 📚

• fix redshift.to_sql doc indentation error by @LeonLuttenberger in #2706

Full Changelog: 3.7.0...3.7.1

AWS SDK for pandas 3.7.0

Breaking changes 💥

Lake Formation Governed tables are being phased out and we are dropping support (#2692).

Features/Enhancements 🚀

• support parquet client encryption (#2642) by @Marwen94 in #2674

Bug fixes 🐛

• Index columns removed on s3.to_parquet by @robert-schmidtke in #2655
• Missing timezone metadata by @kukushking in #2682
• remove enforced openpyxl engine constraint by @jaidisido in #2696
• Iceberg partitioning not working with partition transform functions by @LeonLuttenberger in #2694
• remove awswrangler README from site-packages folder by @AlJohri in #2698
• indent categories in pyarrow_additional_kwargs correctly by @jaidisido in #2701

New Contributors

• @Marwen94 made their first contribution in #2674
• @AlJohri made their first contribution in #2698

Full Changelog: 3.6.0...3.7.0

AWS SDK for pandas 3.6.0

Features/Enhancements 🚀

• Enable Iceberg row deletion & add mode parameter to to_iceberg by @LeonLuttenberger in #2632
• Add support for pyarrow type large_string by @joakibo in #2663
• Add max_results to athena.list_query_executions by @LeonLuttenberger in #2665

Bug fixes 🐛

• Pyarrow 15 imports & remove unused code by @kukushking in #2649

New Contributors

• @joakibo made their first contribution in #2663

Full Changelog: 3.5.2...3.6.0

AWS SDK for pandas 3.5.2

Bug fixes 🐛

• DynamoDB key & filter expressions attribute overwrite by @kukushking in #2615
• Allow PostgreSQL reserved keywords as column names by @LeonLuttenberger in #2619
• Add to_iceberg support for filling missing columns in the DataFrame with None by @LeonLuttenberger in #2616
• Forward ignore_nulls for container types by @raaidarshad in #2636

Documentation 📚

• Add s3_additional_kwargs to docstrings by @malachi-constant in #2627
• Fix outdated hyperlinks in documentation by @LeonLuttenberger in #2634

Other 🤖

• Enable dependabot to upgrade GitHub actions by @LeonLuttenberger in #2618
• Update badges in README by @LeonLuttenberger in #2628
• Add vulnerability label to dependabot PRs with alert state by @jaidisido in #2629

New Contributors

• @raaidarshad made their first contribution in #2636

Full Changelog: 3.5.1...3.5.2

AWS SDK for pandas 3.5.1

Bug fixes 🐛

• Deserialization error when reading from DynamoDB using KeyConditionExpression by @LeonLuttenberger in #2607
• Reading of chunked parquet when columns parameter is specified by @rchromik in #2599

Documentation 📚

• Add show_create_table to Athena API page by @MikeSchriefer in #2610

Other 🤖

• chore: Replace bump2version with bump-my-version by @LeonLuttenberger in #2608
• chore(deps-dev): bump jinja2 from 3.1.2 to 3.1.3 by @dependabot in #2609
• chore(deps): bump grpcio from 1.51.3 to 1.53.0 by @dependabot in #2612

New Contributors

• @MikeSchriefer made their first contribution in #2610
• @rchromik made their first contribution in #2599

Full Changelog: 3.5.0...3.5.1

AWS SDK for pandas 3.5.0

Breaking changes 💥

Due to CVEs, Ray is capped to patched version 2.9.x. As a result, the latest version of the library cannot be used on the Glue for Ray runtime. We have raised the CVEs issue to the Glue team

Features/Enhancements 🚀

• Add spark_properties to athena spark by @rajagurunath in #2508
• Add MERGE INTO support for Iceberg by @LeonLuttenberger in #2527
• Support partitioning by index cols by @kukushking in #2528
• Add analysis_template_arn to cleanrooms.read_sql_query by @jaidisido in #2584
• Python 3.12 support by @LeonLuttenberger in #2559
  • Note: Ray currently does not support Python 3.12. As such, distributed operations on data frames will not work yet.
  • Relevant Ray issue
• Upgrade to Ray 2.9.0+ and refactor Ray datasources to the new API by @kukushking in #2570

Bug fixes 🐛

• Athena/Neptune minor fixes by @kukushking in #2526
• Reset index and handle last index by @Antropath in #2531
• Oracle failed import message by @matthewdeanmartin in #2537
• Add parameterized queries where possible to address the risk of SQL injection by @LeonLuttenberger in #2540
• SQL identifiers by @kukushking in #2543
• coerce_timestamps - allow None by @kukushking in #2556
• Add validation for table and schema params for Redshift by @LeonLuttenberger in #2551
• Redshift VARBYTE support by @kukushking in #2573

Documentation 📚

• Add SSM Public Param usage to docs by @malachi-constant in #2521

Other 🤖

• refactor: Remove usage of boto3 resources by @LeonLuttenberger in #2525
• chore(deps): bump aiohttp from 3.8.5 to 3.8.6 by @dependabot in #2519
• chore(deps): bump aiohttp from 3.8.6 to 3.9.0 by @dependabot in #2535
• chore(deps): bump cryptography from 41.0.4 to 41.0.6 by @dependabot in #2538
• chore(deps-dev): bump jupyter-server from 2.7.2 to 2.11.2 by @dependabot in #2545
• chore: Upgrade test infrastructure dependencies by @LeonLuttenberger in #2562
• chore: Prepare 3.5.0 release by @LeonLuttenberger in #2560
• chore: Upgrade deltalake dependency by @LeonLuttenberger in #2563
• chore: Replace black formatter with ruff format by @LeonLuttenberger in #2568
• chore: ruff improvements by @LeonLuttenberger in #2571
• chore: upgrade oracledb to 2.0 by @LeonLuttenberger in #2574
• chore(deps-dev): bump the development-dependencies group with 8 updates by @dependabot in #2577
• chore(deps-dev): bump the development-dependencies group with 5 updates by @dependabot in #2583
• chore(deps-dev): bump the development-dependencies group with 3 updates by @dependabot in #2590
• chore(deps): bump the production-dependencies group with 5 updates by @dependabot in #2591
• chore: type annotations by @LeonLuttenberger in #2585
• chore: Replace PyLint with Ruff by @LeonLuttenberger in #2588
• chore: Update gremlinpython & add aiohttp by @kukushking in #2595

New Contributors

• @rajagurunath made their first contribution in #2508
• @Antropath made their first contribution in #2531
• @matthewdeanmartin made their first contribution in #2537

Full Changelog: 3.4.2...3.5.0

AWS SDK for pandas 3.4.2

Features/Enhancements 🚀

• Update pyarrow to 14.0.1 to fix arbitrary code execution security vulnerability

Full Changelog: 3.4.1...3.4.2

AWS SDK for pandas 3.4.1

Features/Enhancements 🚀

• feat: Add schema evolution to athena.to_iceberg by @LeonLuttenberger in #2465
• feat: Athena - add client_request_token by @kukushking in #2474
• feat: Redshift data api - allow all auth combinations by @kukushking in #2475
• feat: add columns comments to iceberg by @frenchytheasian in #2482
• feat: Add Python 3.11 layers in cn-north-1 & cn-northwest-1 by @kukushking in #2514

Bug fixes 🐛

• fix: Add missing call to sanitize_column_name in create_*_table by @LeonLuttenberger in #2464
• fix: Hyphenated Iceberg table names by @LeonLuttenberger in #2466
• fix: requests_aws4auth not being treated as an optional dependency by @LeonLuttenberger in #2471
• fix: KeyError exception in athena wrangler by @rabingaire in #2483
• fix: column names and apply map by @LumberjackUsingMath in #2492
• fix: Gremlin batch size calc by @kukushking in #2496

Documentation 📚

• docs: Update layers.rst - add cn-north-1 & cn-northwest-1 by @kukushking in #2477

New Contributors

• @rabingaire made their first contribution in #2483
• @frenchytheasian made their first contribution in #2482
• @LumberjackUsingMath made their first contribution in #2492

Full Changelog: 3.4.0...3.4.1

AWS SDK for pandas 3.4.0

Features/Enhancements 🚀

• Geospatial - parse Athena geospatial types via geopandas by @kukushking in #2346
• Allow group identifiers to be used in wr.cloudwatch queries by @LeonLuttenberger in #2430
• Add ignore null store parquet metadata by @raaidarshad in #2450

Bug fixes 🐛

• Add missing boto3 session in athena.to_iceberg wait_query by @jaidisido in #2428
• Add catalog ID in athena.to_iceberg by @jaidisido in #2446
• Return None for missing column and partition key comment by @robert-schmidtke in #2449
• Fix urllib3 error when building AWS Lambda Layers by @LeonLuttenberger in #2447
• Duplicate schema argument in wr.s3.to_parquet by @kukushking in #2455

Tests 🧪

• Test dependabot groups feature by @jaidisido in #2426

New Contributors

• @raaidarshad made their first contribution in #2450

Full Changelog: 3.3.0...3.4.0