docs: add spark-lance-connector readme #2456
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ACTION NEEDED The PR title and description are used as the merge commit message. Please update your PR title and description to match the specification. For details on the error please inspect the "PR Title Check" action. |
LuQQiu
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@QianZhu Would it be better for me to move the doc to https://github.com/lancedb/lance/tree/main/docs/integrations ? |
QianZhu
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Jun 11, 2024
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| # Spark-Lance Connector | |||
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@eddyxu , do we have plans to add this documentation to our doc website later?
QianZhu
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Jun 11, 2024
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[](https://renovatebot.com) This PR contains the following updates: | Package | Type | Update | Change | |---|---|---|---| | [lance](https://togithub.com/lancedb/lance) | dependencies | patch | `0.12.1` -> `0.12.2` | --- ### Release Notes <details> <summary>lancedb/lance (lance)</summary> ### [`v0.12.2`](https://togithub.com/lancedb/lance/releases/tag/v0.12.2) [Compare Source](https://togithub.com/lancedb/lance/compare/v0.12.1...v0.12.2) <!-- Release notes generated using configuration in .github/release.yml at v0.12.2 --> #### What's Changed ##### New Features 🎉 - feat: support IVF_FLAT index by [@​BubbleCal](https://togithub.com/BubbleCal) in [https://github.com/lancedb/lance/pull/2418](https://togithub.com/lancedb/lance/pull/2418) - feat: add support for arbitrary global buffers to the v2 reader/writer by [@​westonpace](https://togithub.com/westonpace) in [https://github.com/lancedb/lance/pull/2445](https://togithub.com/lancedb/lance/pull/2445) - feat: add pushdown to the read path by [@​westonpace](https://togithub.com/westonpace) in [https://github.com/lancedb/lance/pull/2444](https://togithub.com/lancedb/lance/pull/2444) - feat: scan with stable row id by [@​wjones127](https://togithub.com/wjones127) in [https://github.com/lancedb/lance/pull/2441](https://togithub.com/lancedb/lance/pull/2441) - feat(java): add lance spark connector for read by [@​LuQQiu](https://togithub.com/LuQQiu) in [https://github.com/lancedb/lance/pull/2429](https://togithub.com/lancedb/lance/pull/2429) - feat: pickle the manifest when pickling a dataset by [@​westonpace](https://togithub.com/westonpace) in [https://github.com/lancedb/lance/pull/2459](https://togithub.com/lancedb/lance/pull/2459) - feat: store IVF in global buffer by [@​BubbleCal](https://togithub.com/BubbleCal) in [https://github.com/lancedb/lance/pull/2449](https://togithub.com/lancedb/lance/pull/2449) ##### Bug Fixes 🐛 - fix: lance.torch.LanceDataset spelt readahead wrong by [@​wjones127](https://togithub.com/wjones127) in [https://github.com/lancedb/lance/pull/2453](https://togithub.com/lancedb/lance/pull/2453) - fix: respect storage options on `create_index` by [@​joshua-auchincloss](https://togithub.com/joshua-auchincloss) in [https://github.com/lancedb/lance/pull/2460](https://togithub.com/lancedb/lance/pull/2460) - fix: incorrect logic when decoding manifest from last block by [@​westonpace](https://togithub.com/westonpace) in [https://github.com/lancedb/lance/pull/2464](https://togithub.com/lancedb/lance/pull/2464) ##### Documentation 📚 - docs: add spark-lance-connector readme by [@​LuQQiu](https://togithub.com/LuQQiu) in [https://github.com/lancedb/lance/pull/2456](https://togithub.com/lancedb/lance/pull/2456) ##### Performance Improvements 🚀 - perf: speed up hnsw build by [@​eddyxu](https://togithub.com/eddyxu) in [https://github.com/lancedb/lance/pull/2448](https://togithub.com/lancedb/lance/pull/2448) - perf: better L2 code generation by [@​eddyxu](https://togithub.com/eddyxu) in [https://github.com/lancedb/lance/pull/2450](https://togithub.com/lancedb/lance/pull/2450) ##### Other Changes - refactor: pull row_id and deletion vector out of v1 file reader by [@​wjones127](https://togithub.com/wjones127) in [https://github.com/lancedb/lance/pull/2436](https://togithub.com/lancedb/lance/pull/2436) - refactor: move Prefilter to a trait and move VectorIndex to lance-vector by [@​eddyxu](https://togithub.com/eddyxu) in [https://github.com/lancedb/lance/pull/2442](https://togithub.com/lancedb/lance/pull/2442) - refactor: move hnsw from lance crate to lance-index crate by [@​eddyxu](https://togithub.com/eddyxu) in [https://github.com/lancedb/lance/pull/2446](https://togithub.com/lancedb/lance/pull/2446) - refactor: impl the sub index trait for HNSW and clean code by [@​BubbleCal](https://togithub.com/BubbleCal) in [https://github.com/lancedb/lance/pull/2462](https://togithub.com/lancedb/lance/pull/2462) #### New Contributors - [@​joshua-auchincloss](https://togithub.com/joshua-auchincloss) made their first contribution in [https://github.com/lancedb/lance/pull/2460](https://togithub.com/lancedb/lance/pull/2460) **Full Changelog**: lancedb/lance@v0.12.1...v0.12.2 </details> --- ### Configuration 📅 **Schedule**: Branch creation - At any time (no schedule defined), Automerge - At any time (no schedule defined). 🚦 **Automerge**: Enabled. ♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox. 🔕 **Ignore**: Close this PR and you won't be reminded about this update again. --- - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box --- This PR has been generated by [Mend Renovate](https://www.mend.io/free-developer-tools/renovate/). 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](https://renovatebot.com){kind=link}
[](https://renovatebot.com) This PR contains the following updates: | Package | Type | Update | Change | |---|---|---|---| | [lance](https://togithub.com/lancedb/lance) | dependencies | patch | `0.12.1` -> `0.12.2` | --- ### Release Notes <details> <summary>lancedb/lance (lance)</summary> ### [`v0.12.2`](https://togithub.com/lancedb/lance/releases/tag/v0.12.2) [Compare Source](https://togithub.com/lancedb/lance/compare/v0.12.1...v0.12.2) <!-- Release notes generated using configuration in .github/release.yml at v0.12.2 --> #### What's Changed ##### New Features 🎉 - feat: support IVF_FLAT index by [@​BubbleCal](https://togithub.com/BubbleCal) in [https://github.com/lancedb/lance/pull/2418](https://togithub.com/lancedb/lance/pull/2418) - feat: add support for arbitrary global buffers to the v2 reader/writer by [@​westonpace](https://togithub.com/westonpace) in [https://github.com/lancedb/lance/pull/2445](https://togithub.com/lancedb/lance/pull/2445) - feat: add pushdown to the read path by [@​westonpace](https://togithub.com/westonpace) in [https://github.com/lancedb/lance/pull/2444](https://togithub.com/lancedb/lance/pull/2444) - feat: scan with stable row id by [@​wjones127](https://togithub.com/wjones127) in [https://github.com/lancedb/lance/pull/2441](https://togithub.com/lancedb/lance/pull/2441) - feat(java): add lance spark connector for read by [@​LuQQiu](https://togithub.com/LuQQiu) in [https://github.com/lancedb/lance/pull/2429](https://togithub.com/lancedb/lance/pull/2429) - feat: pickle the manifest when pickling a dataset by [@​westonpace](https://togithub.com/westonpace) in [https://github.com/lancedb/lance/pull/2459](https://togithub.com/lancedb/lance/pull/2459) - feat: store IVF in global buffer by [@​BubbleCal](https://togithub.com/BubbleCal) in [https://github.com/lancedb/lance/pull/2449](https://togithub.com/lancedb/lance/pull/2449) ##### Bug Fixes 🐛 - fix: lance.torch.LanceDataset spelt readahead wrong by [@​wjones127](https://togithub.com/wjones127) in [https://github.com/lancedb/lance/pull/2453](https://togithub.com/lancedb/lance/pull/2453) - fix: respect storage options on `create_index` by [@​joshua-auchincloss](https://togithub.com/joshua-auchincloss) in [https://github.com/lancedb/lance/pull/2460](https://togithub.com/lancedb/lance/pull/2460) - fix: incorrect logic when decoding manifest from last block by [@​westonpace](https://togithub.com/westonpace) in [https://github.com/lancedb/lance/pull/2464](https://togithub.com/lancedb/lance/pull/2464) ##### Documentation 📚 - docs: add spark-lance-connector readme by [@​LuQQiu](https://togithub.com/LuQQiu) in [https://github.com/lancedb/lance/pull/2456](https://togithub.com/lancedb/lance/pull/2456) ##### Performance Improvements 🚀 - perf: speed up hnsw build by [@​eddyxu](https://togithub.com/eddyxu) in [https://github.com/lancedb/lance/pull/2448](https://togithub.com/lancedb/lance/pull/2448) - perf: better L2 code generation by [@​eddyxu](https://togithub.com/eddyxu) in [https://github.com/lancedb/lance/pull/2450](https://togithub.com/lancedb/lance/pull/2450) ##### Other Changes - refactor: pull row_id and deletion vector out of v1 file reader by [@​wjones127](https://togithub.com/wjones127) in [https://github.com/lancedb/lance/pull/2436](https://togithub.com/lancedb/lance/pull/2436) - refactor: move Prefilter to a trait and move VectorIndex to lance-vector by [@​eddyxu](https://togithub.com/eddyxu) in [https://github.com/lancedb/lance/pull/2442](https://togithub.com/lancedb/lance/pull/2442) - refactor: move hnsw from lance crate to lance-index crate by [@​eddyxu](https://togithub.com/eddyxu) in [https://github.com/lancedb/lance/pull/2446](https://togithub.com/lancedb/lance/pull/2446) - refactor: impl the sub index trait for HNSW and clean code by [@​BubbleCal](https://togithub.com/BubbleCal) in [https://github.com/lancedb/lance/pull/2462](https://togithub.com/lancedb/lance/pull/2462) #### New Contributors - [@​joshua-auchincloss](https://togithub.com/joshua-auchincloss) made their first contribution in [https://github.com/lancedb/lance/pull/2460](https://togithub.com/lancedb/lance/pull/2460) **Full Changelog**: lancedb/lance@v0.12.1...v0.12.2 </details> --- ### Configuration 📅 **Schedule**: Branch creation - At any time (no schedule defined), Automerge - At any time (no schedule defined). 🚦 **Automerge**: Enabled. ♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox. 🔕 **Ignore**: Close this PR and you won't be reminded about this update again. --- - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box --- This PR has been generated by [Mend Renovate](https://www.mend.io/free-developer-tools/renovate/). View repository job log [here](https://developer.mend.io/github/spiraldb/vortex). <!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiIzNy4zOTMuMCIsInVwZGF0ZWRJblZlciI6IjM3LjM5My4wIiwidGFyZ2V0QnJhbmNoIjoiZGV2ZWxvcCIsImxhYmVscyI6W119--> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
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Add spark-lance-connector example and quick start.
Add connector jars link to enable tryout