chore(deps): update dependency tensorchord/vectorchord to v0.2.0

[renovate]

This PR contains the following updates:

Package	Update	Change
tensorchord/VectorChord	minor	0.1.0 -> 0.2.0

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Release Notes

tensorchord/VectorChord (tensorchord/VectorChord)

v0.2.0

Compare Source

VectorChord 0.2 Release Notes

We are thrilled to announce the release of VectorChord 0.2, advancing vector search capabilities within PostgreSQL.

🚀 New Features

Optimized Storage Layout

• Long Cross-Page Vector Support: Redesigned internal storage allows vectors to span multiple 8KB PostgreSQL pages, enabling support for vectors with over 2000 dimensions, up to 16000 dim.
• Enhanced Storage Efficiency: Achieves higher storage density by minimizing wasted space, reducing index size by up to 50% compared to version 0.1.

Additional Data Types

• Float16 Support: Introduces Float16 data type, allowing users to halve the storage space required with a slight decrease in recall. Note that Float16 does not reduce the size of quantized vectors, maintaining 1 bit per dimension for original vector representation.

Architecture Enhancements

• ARM Architecture Support: Rewritten distance calculations and Fast Scan implementations using the Scalable Vector Extension (SVE) instruction set for optimal performance on ARM-based systems.
• AWS Graviton4 Compatibility: Leverage the latest i8g platform based on Graviton4 processors for improved performance at the same cost as i4i models.

⚡ Performance Improvements

• Reduced Index Size: Up to 50% reduction in index size compared to version 0.1.

🔧 Getting Started

• Comprehensive getting started guides will be available soon.

📝 Summary

VectorChord 0.2 introduces support for high-dimensional vectors, Float16 data type, ARM architecture optimizations, and a more compact storage layout. These enhancements collectively improve storage efficiency and query performance, providing a superior vector retrieval experience within PostgreSQL.

What's Changed

• fix: Unlock the conversation in CLA bot by @​gaocegege in https://github.com/tensorchord/VectorChord/pull/86
• fix: CI env SEMVER by @​kemingy in https://github.com/tensorchord/VectorChord/pull/87
• fix: format by @​cutecutecat in https://github.com/tensorchord/VectorChord/pull/90
• feat: max_scan_tuples by @​usamoi in https://github.com/tensorchord/VectorChord/pull/94
• test: fix push down tests by @​cutecutecat in https://github.com/tensorchord/VectorChord/pull/95
• fix: set max dimension to 1600 in readme by @​usamoi in https://github.com/tensorchord/VectorChord/pull/97
• fix: set max dimension to 1600 by @​usamoi in https://github.com/tensorchord/VectorChord/pull/98
• docs: Update README by @​VoVAllen in https://github.com/tensorchord/VectorChord/pull/103
• feat: support up to 60000 dimensions by @​usamoi in https://github.com/tensorchord/VectorChord/pull/100
• chore: directory structure by @​usamoi in https://github.com/tensorchord/VectorChord/pull/104
• feat: vchordrqfscan by @​usamoi in https://github.com/tensorchord/VectorChord/pull/105
• chore: add CI to build the pgrx image by @​kemingy in https://github.com/tensorchord/VectorChord/pull/107
• chore: fix the pgrx ci by @​kemingy in https://github.com/tensorchord/VectorChord/pull/108
• fix: optimize insertions in building when lists = 1 by @​usamoi in https://github.com/tensorchord/VectorChord/pull/106
• chore: build multiarch docker images by @​kemingy in https://github.com/tensorchord/VectorChord/pull/112
• docs(readme): fix markdown style for docker run by @​kemingy in https://github.com/tensorchord/VectorChord/pull/113
• feat: improve internal build by @​usamoi in https://github.com/tensorchord/VectorChord/pull/115
• add enterprise image build step to ci by @​xieydd in https://github.com/tensorchord/VectorChord/pull/114
• chore(README): Add some benchmark data by @​gaocegege in https://github.com/tensorchord/VectorChord/pull/126
• fix: use stable toolchain by default by @​usamoi in https://github.com/tensorchord/VectorChord/pull/128
• feat: scalar8 & indexing on halfvec by @​usamoi in https://github.com/tensorchord/VectorChord/pull/131
• feat: Use dual license (AGPLv3 and ELv2) by @​gaocegege in https://github.com/tensorchord/VectorChord/pull/130
• chore: update base by @​usamoi in https://github.com/tensorchord/VectorChord/pull/137
• fix: remove sudo in dockerfile by @​usamoi in https://github.com/tensorchord/VectorChord/pull/138
• fix: ci by @​usamoi in https://github.com/tensorchord/VectorChord/pull/139
• fix: preprocess for halfvec by @​usamoi in https://github.com/tensorchord/VectorChord/pull/140
• docs: update README for clarity and new features by @​VoVAllen in https://github.com/tensorchord/VectorChord/pull/142
• fix: set an implicit root in external build if parents are not set by @​usamoi in https://github.com/tensorchord/VectorChord/pull/147
• chore: type check and external test by @​cutecutecat in https://github.com/tensorchord/VectorChord/pull/149
• chore: update dependencies by @​usamoi in https://github.com/tensorchord/VectorChord/pull/151
• fix: update docker image in ci by @​usamoi in https://github.com/tensorchord/VectorChord/pull/152
• Update enterprise dockerfile by @​xieydd in https://github.com/tensorchord/VectorChord/pull/148
• feat: build multiarch pgrx image by @​kemingy in https://github.com/tensorchord/VectorChord/pull/153
• chore: impl dereference traits for page guards by @​usamoi in https://github.com/tensorchord/VectorChord/pull/156
• chore: fix the psql & release CI target, update readme by @​kemingy in https://github.com/tensorchord/VectorChord/pull/158
• chore: add postgres sqllogicaltest for arm by @​kemingy in https://github.com/tensorchord/VectorChord/pull/159
• chore: update link in readme by @​VoVAllen in https://github.com/tensorchord/VectorChord/pull/160
• refactor: move pgvecto.rs base to this repo by @​usamoi in https://github.com/tensorchord/VectorChord/pull/161
• fix: pick feat back to vchordrqfscan by @​usamoi in https://github.com/tensorchord/VectorChord/pull/162
• chore: fix discord and x badge by @​kemingy in https://github.com/tensorchord/VectorChord/pull/170
• feat: unify vchordrq and vchordrqfscan by @​usamoi in https://github.com/tensorchord/VectorChord/pull/167
• fix: respect aliasing rule by not reading past of reference by @​usamoi in https://github.com/tensorchord/VectorChord/pull/169
• fix: correct output of prewarm by @​usamoi in https://github.com/tensorchord/VectorChord/pull/173
• fix: add magic number and version number to meta tuple by @​usamoi in https://github.com/tensorchord/VectorChord/pull/174
• Release 0.2.0 by @​cutecutecat in https://github.com/tensorchord/VectorChord/pull/177
• chore: install zip in tensorchord-pgrx by @​usamoi in https://github.com/tensorchord/VectorChord/pull/178
• fix: release package name, version and licenses by @​usamoi in https://github.com/tensorchord/VectorChord/pull/179

New Contributors

• @​xieydd made their first contribution in https://github.com/tensorchord/VectorChord/pull/114

Full Changelog: tensorchord/VectorChord@0.1.0...0.2.0

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[bo0tzz]

The name format of the debs attached to the release has changed; is each build specific to the postgres version, like the names suggest?

[xieydd]

LGTM

[gaocegege]

The name format of the debs attached to the release has changed; is each build specific to the postgres version, like the names suggest?

At that time, it was to comply with the Debian package naming convention; "-1" refers to revision 1. https://unix.stackexchange.com/questions/97289/debian-package-naming-convention

[bo0tzz]

@xieydd @gaocegege the build is now broken because of the changed naming. Can the "Build results" job be set as required for a PR to be able to merge please?