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name: Release pipeline | ||
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permissions: | ||
contents: write | ||
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on: | ||
workflow_dispatch: | ||
inputs: | ||
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steps: | ||
- name: Checkout main branch | ||
uses: actions/checkout@v3 | ||
with: | ||
token: ${{ secrets.RELEASE_TOKEN }} | ||
- name: Release | ||
run: | | ||
git config --global user.email "[email protected]" | ||
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# Enable auto-env through the sdkman_auto_env config | ||
# Add key=value pairs of SDKs to use below | ||
java=17.0.9-amzn | ||
java=8.0.382-amzn | ||
scala=2.12.18 | ||
sbt=1.9.8 |
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[![Build Status](https://github.com/jelmerk/hnswlib/actions/workflows/ci.yml/badge.svg?branch=master)](https://github.com/jelmerk/hnswlib/actions/workflows/ci.yml) | ||
[![Build Status](https://github.com/jelmerk/hnswlib-spark/actions/workflows/ci.yml/badge.svg?branch=master)](https://github.com/jelmerk/hnswlib/actions/workflows/ci.yml) | ||
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Hnswlib | ||
======= | ||
Hnswlib spark | ||
============= | ||
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Spark / PySpark integration for the [hsnwlib](https://github.com/jelmerk/hnswlib) project that was originally part of | ||
the core hnswlib project. | ||
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Java implementation of the [the Hierarchical Navigable Small World graphs](https://arxiv.org/abs/1603.09320) (HNSW) algorithm for doing approximate nearest neighbour search. | ||
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The index is thread safe, serializable, supports adding items to the index incrementally and has experimental support for deletes. | ||
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It's flexible interface makes it easy to apply it to use it with any type of data and distance metric. | ||
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The following distance metrics are currently pre-packaged : | ||
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- bray curtis dissimilarity | ||
- canberra distance | ||
- correlation distance | ||
- cosine distance | ||
- euclidean distance | ||
- inner product | ||
- manhattan distance | ||
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It comes with [spark integration](https://github.com/jelmerk/hnswlib/tree/master/hnswlib-spark), [pyspark integration](https://github.com/jelmerk/hnswlib/tree/master/hnswlib-pyspark) and a [scala wrapper](https://github.com/jelmerk/hnswlib/tree/master/hnswlib-scala) that should feel native to scala developers | ||
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To find out more about how to use this library take a look at the [hnswlib-examples](https://github.com/jelmerk/hnswlib/tree/master/hnswlib-examples) module or browse the documentation | ||
To find out more about how to use this library take a look at the [hnswlib-spark-examples](https://github.com/jelmerk/hnswlib-spark/tree/master/hnswlib-spark-examples) module or browse the documentation | ||
in the readme files of the submodules | ||
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Sponsors | ||
-------- | ||
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![YourKIT logo](https://www.yourkit.com/images/yklogo.png) | ||
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YourKit is the creator of [YourKit Java Profiler](https://www.yourkit.com/java/profiler), | ||
[YourKit .NET Profiler](https://www.yourkit.com/.net/profiler/), | ||
and [YourKit YouMonitor](https://www.yourkit.com/youmonitor/). |
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