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@@ -14,19 +14,25 @@ Development keeps moving quickly, with many new features and improvements of the
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## Core
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1.We've published an [RFC](https://github.com/vortex-data/vortex/pull/4726) presenting our planned changes to how arrays and compute interact with each other, introducing what we call Operators.
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1.We merged a few big changes to the IO APIs ([#4557](https://github.com/vortex-data/vortex/pull/4608), [#4608](https://github.com/vortex-data/vortex/pull/4608)), which introduce new push-based write API (in addition to the existing stream-based one), and writes now return both the file's footer (which can now be cached, reused and even de/serialized [#4598](https://github.com/vortex-data/vortex/pull/4608)), and the file's total compressed size.
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1.We've added a new encoding - [fastlanes](https://github.com/spiraldb/fastlanes)-based RLE [#4588](https://github.com/vortex-data/vortex/pull/4588).
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1.Published an [RFC](https://github.com/vortex-data/vortex/pull/4726) presenting our planned changes to how arrays and compute interact with each other, introducing what we call Operators.
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1.Merged a few big changes to the IO APIs ([#4557](https://github.com/vortex-data/vortex/pull/4608), [#4608](https://github.com/vortex-data/vortex/pull/4608)), which introduce new push-based write API (in addition to the existing stream-based one), and writes now return both the file's footer (which can now be cached, reused and even de/serialized [#4598](https://github.com/vortex-data/vortex/pull/4608)), and the file's total compressed size.
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1.Added a new encoding - [fastlanes](https://github.com/spiraldb/fastlanes)-based RLE [#4588](https://github.com/vortex-data/vortex/pull/4588).
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1. The work on the new `FixedSizeList` keeps moving forward - [#4590](https://github.com/vortex-data/vortex/pull/4590), [#4601](https://github.com/vortex-data/vortex/pull/4601).
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1.We've added a new canonical encoding for list types, see the [tracking issue](https://github.com/vortex-data/vortex/issues/4699) for full details and work.
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1.We've fixed a long-standing issue where we used to underestimate the uncompressed size of arrays, causing inaccurate array stats and a consistent underestimation of the overall data size. [#4963](https://github.com/vortex-data/vortex/pull/4693).
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1.Added a new canonical encoding for list types, see the [tracking issue](https://github.com/vortex-data/vortex/issues/4699) for full details and work.
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1.Fixed a long-standing issue where we used to underestimate the uncompressed size of arrays, causing inaccurate array stats and a consistent underestimation of the overall data size. [#4963](https://github.com/vortex-data/vortex/pull/4693).
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## Integrations
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### DuckDB
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1. We've both updated our DuckDB binding to support the most recent release ([1.4 - Andium](https://duckdb.org/2025/09/16/announcing-duckdb-140.html)) [#4667](https://github.com/vortex-data/vortex/pull/4667).
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1. We've improved the testing of our DuckDB extension, making it easier and faster to run tests, using a debug build of DuckDB.
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1. Landed a release of the Vortex extension for the most recent DuckDB release (1.4). As always, you can install and load the extension with:
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```sql
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INSTALL vortex FROM community;
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LOAD vortex;
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```
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1. Improved the testing of our DuckDB extension, making it easier and faster to run tests, using a debug build of DuckDB.
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