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awslabs / deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

β–² ~4/7d β˜… 3.7k Scala 3d ago
apache / kyuubi

Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.

β–² ~4/7d β˜… 2.4k Scala 5d ago
LucaCanali / sparkMeasure

This repository contains the development code for sparkMeasure, an Apache Spark performance analysis and troubleshooting library. It simplifies collecting, aggregating, and exporting Spark task/stage metrics, and is designed for practical use by developers and data engineers in interactive analysis, testing, and production monitoring workflows.

β–² ~2/7d β˜… 832 Scala 8d ago
microsoft / SynapseML

Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

β–² ~0/7d β˜… 5.2k Scala 1d ago
apache / pekko

Build highly concurrent, distributed, and resilient message-driven applications using Java/Scala

β–² ~0/7d β˜… 1.7k Scala today
graphframes / graphframes

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

β–² ~0/7d β˜… 1.2k Scala 18d ago
apache / livy

Apache Livy is an open source REST interface for interacting with Apache Spark from anywhere.

β–² ~0/7d β˜… 961 Scala 3d ago
gearpump / gearpump

Lightweight real-time big data streaming engine over Apache Pekko

β–² ~0/7d β˜… 755 Scala 10d ago
TouK / nussknacker

Low-code tool for automating actions on real time data | Stream processing for the users.

β–² ~0/7d β˜… 744 Scala 23d ago
gvolpe / trading

πŸ’± Trading application written in Scala 3 that showcases an Event-Driven Architecture (EDA) and Functional Programming (FP)

β–² ~-2/7d β˜… 663 Scala 6d ago