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Optimized Analytics Package for Spark Platform (OAP) (@oap-project)

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gluten

Gluten: Plugin to Double SparkSQL's Performance

raydp

RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.

gazelle_plugin

Native SQL Engine plugin for Spark SQL with vectorized SIMD optimizations.

Gluten-Trino

Gluten: Plugin to Boost Trino's Performance

sql-ds-cache

Spark* plug-in for accelerating Spark* SQL performance by using cache and index at SQL data source layer.

oap-mllib

Optimized Spark package to accelerate machine learning algorithms in Apache Spark MLlib.

remote-shuffle

Spark* shuffle plugin for support shuffling data through a remote Hadoop-compatible file system, as opposed to vanilla Spark's local-disks.

oap-tools

Tools for building, packaging, and OAP public cloud integrations such as AWS EMR, Google Dataproc and K8S.

Jupyter Notebook

pmem-shuffle

Spark* Shuffle plugin for support shuffling through remote persistent memory over fabrics, which leverages the RDMA network and remote persistent memory (for read) to provide extremely high performance and low latency shuffle solutions for Spark*.

cloudtik

Cloud scale platform for distributed analytics and AI

pmem-spill

Spark plug-in package for accelerating Spark runtime spill functions using PMem such as RDD cache PMem extension.

arrow-data-source

Spark DataSouce plugin for reading files from various formats like Parquet into Arrow compatible columnar vectors.

text2sql-gluten

pmem-common

Common library for accessing PMEM native library functions including memkind, vmemcache and so on.

recdp