oap-project / raydp
RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.
☆328Updated 2 weeks ago
Alternatives and similar repositories for raydp:
Users that are interested in raydp are comparing it to the libraries listed below
- A portable Pythonic Data Lakehouse powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to …☆198Updated this week
- Native SQL Engine plugin for Spark SQL with vectorized SIMD optimizations.☆257Updated 2 years ago
- Distributed SQL Query Engine in Python using Ray☆243Updated 6 months ago
- Spark RAPIDS plugin - accelerate Apache Spark with GPUs☆880Updated this week
- Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.☆94Updated 9 months ago
- FeatHub - A stream-batch unified feature store for real-time machine learning☆325Updated 10 months ago
- Tracking Ray Enhancement Proposals☆50Updated last month
- A repo for all spark examples using Rapids Accelerator including ETL, ML/DL, etc.☆146Updated last week
- Remote shuffle service for Apache Spark to store shuffle data on remote servers.☆326Updated last year
- Point-in-Time optimizations for Apache Spark☆29Updated last year
- A S3 Shuffle plugin for Apache Spark to enable elastic scaling for generic Spark workloads.☆39Updated 10 months ago
- Firestorm is a Remote Shuffle Service, and provides the capability for Apache Spark and Apache Hadoop MapReduce applications to store shu…☆255Updated last year
- Distributed SQL Engine in Python using Dask☆403Updated 7 months ago
- Ray-based Apache Beam runner☆43Updated last year
- A tool and library for easily deploying applications on Apache YARN☆143Updated last year
- A Spark UI and Spark History Server alternative with CPU and Memory metrics! Delight is free, cross-platform, and open-source.☆345Updated 10 months ago
- Splash, a flexible Spark shuffle manager that supports user-defined storage backends for shuffle data storage and exchange☆127Updated 3 months ago
- Hive support for Feast offline store☆33Updated 2 years ago
- Spark-Dashboard is a solution for monitoring Apache Spark jobs. This repository provides the tooling and configuration for deploying an A…☆120Updated this week
- Uniffle is a high performance, general purpose Remote Shuffle Service.☆412Updated last week
- A framework for writing performant user-defined functions (UDFs) that are portable across a variety of engines including Apache Spark, Ap…☆299Updated last year
- Distributed XGBoost on Ray☆147Updated 9 months ago
- Benchmarks for queries over continuous data streams.☆335Updated 3 months ago
- Hopsworks - Data-Intensive AI platform with a Feature Store☆1,217Updated last month
- Gluten is a middle layer responsible for offloading JVM-based SQL engines' execution to native engines.☆1,307Updated this week
- 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…☆88Updated last year
- Gluten: Plugin to Boost Trino's Performance☆72Updated last year
- Hops Hadoop is a distribution of Apache Hadoop with distributed metadata.☆311Updated 3 months ago
- Performance optimization for Spark running on Kubernetes☆87Updated 4 years ago
- All the things about TPC-DS in Apache Spark☆104Updated last year