AWS SDK for pandas 3.1.0

Features/Enhancements 🚀

• Add neptune.bulk_load for bulk loading data into Neptune by @LeonLuttenberger in #2238 #2267
• Add s3.to_deltalake function by @LeonLuttenberger in #2228
• Add Timestream Batch Load support by @jaidisido in #2214
• Add Iceberg insert by @kukushking in #2233
• Support upsert mode for OracleDB by @LeonLuttenberger in #2265
• Add chunked parameter to DynamoDB read functions by @LeonLuttenberger in #2227
• Upgrade Modin to 0.20.1 & allow Ray 2.4 by @kukushking in #2234
• Support Glue Connection SSM credential type by @kukushking in #2232
• Add ability to pass schema to S3 Select by @kukushking in #2237
• Add dynamic classification EMR config by @LLejoly in #2250
• Add support for server-side cursors in PostgreSQL module by @kukushking in #2262
• Add time unit to Timestream write API by @jaidisido in #2263

Fixes 🛠️

• Set ignore_metadata to False by default by @jaidisido in #2206
• Fix conflicting types for path_ignore_suffix by @LeonLuttenberger in #2240
• Athena workgroup query engine v3 upgrade artifacts by @kukushking in #2243
• Fixing test_spectrum_decimal_cast test by @LeonLuttenberger in #2244
• emr.create_cluster was not passing security configuration to internal method by @malachi-constant in #2246
• Fix pagination in timestream.list_tables by @SukruHan #2275

Documentation 📚

• Include our ADRs in GitHub by @LeonLuttenberger in #2215 #2259
• Fixes in the Athena Cache tutorial by @patrick-muller in #2201
• Write ADR for the switching between PyArrow and Pandas I/O functions by @LeonLuttenberger in #2245
• Fix "about" URL in README by @CGarces in #2207
• Update layers.rst with Python 3.10 layers by @LeonLuttenberger in #2219
• Fix links to 'Who uses library' section by @LeonLuttenberger in #2241
• Declutter function overloads by extracting overloads to pyi files by @LeonLuttenberger in #2229 #2255 #2256

Full Changelog: 3.0.0...3.1.0