NVIDIA / spark-rapids-tools
User tools for Spark RAPIDS
☆54Updated this week
Related projects ⓘ
Alternatives and complementary repositories for spark-rapids-tools
- RAPIDS Accelerator JNI For Apache Spark☆37Updated this week
- Spark RAPIDS Benchmarks – benchmark sets and utilities for the RAPIDS Accelerator for Apache Spark☆37Updated 2 weeks ago
- A repo for all spark examples using Rapids Accelerator including ETL, ML/DL, etc.☆126Updated this week
- Spark RAPIDS MLlib – accelerate Apache Spark MLlib with GPUs☆67Updated this week
- Spark RAPIDS plugin - accelerate Apache Spark with GPUs☆806Updated this week
- LST-Bench is a framework that allows users to run benchmarks specifically designed for evaluating Log-Structured Tables (LSTs) such as De…☆66Updated last week
- Native SQL Engine plugin for Spark SQL with vectorized SIMD optimizations.☆256Updated last year
- RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.☆313Updated 3 months ago
- A portable Pythonic Data Catalog API powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture t…☆159Updated this week
- Apache Spark Kubernetes Operator☆63Updated last month
- Lakehouse storage system benchmark☆66Updated last year
- Delta reader for the Ray open-source toolkit for building ML applications☆42Updated 9 months ago
- Apache Iceberg Documentation Site☆42Updated 9 months ago
- Distributed SQL Query Engine in Python using Ray☆238Updated last month
- A modular acceleration toolkit for big data analytic engines☆67Updated 6 months ago
- The Internals of Spark on Kubernetes☆70Updated 2 years ago
- Spark* plug-in for accelerating Spark* SQL performance by using cache and index at SQL data source layer.☆37Updated last year
- The Internals of Delta Lake☆182Updated last month
- Implements a gateway that speaks the SparkConnect protocol and drives a backend using Substrait (over ADBC Flight SQL).☆16Updated last month
- ☆104Updated last year
- A new C++ vectorized database acceleration library aimed to optimizing query engines and data processing systems.☆21Updated this week
- XGBoost GPU accelerated on Spark example applications☆52Updated 2 years ago
- A high-performance, scalable and efficient ShuffleManager plugin for Apache Spark, utilizing UCX communication layer☆45Updated last year
- RAPIDS GPU-BDB☆107Updated 8 months ago
- ☆76Updated 2 weeks ago
- Official Dockerfile for Apache Spark☆106Updated last week
- Remote shuffle service for Apache Spark to store shuffle data on remote servers.☆323Updated last year
- Code and examples of how to write and deploy Apache Spark Plugins. Spark plugins allow runnig custom code on the executors as they are in…☆84Updated 7 months ago
- Spark-Dashboard is a solution for monitoring Apache Spark jobs. This repository provides the tooling and configuration for deploying an A…☆111Updated 2 months ago