deequ

Data inspector

A library for testing data quality in large datasets

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

GitHub

3k stars
80 watching
541 forks
Language: Scala
last commit: almost 2 years ago
Linked from 3 awesome lists

dataqualityscalasparkunit-testing

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
awslabs/python-deequA Python API for defining unit tests for data quality in large datasets734
databricks/koalasA Python package that allows users to work with pandas DataFrames on top of Apache Spark3,343
dmmiller612/sparktorchA PyTorch implementation on Apache Spark for distributed deep learning model training and inference.339
databricks/learning-sparkExamples and tutorials for learning Spark using Java and Scala3,892
spiritlab/sparkA research-focused implementation of Apache Spark with homomorphic encryption support3
spark-notebook/spark-notebookAn interactive web-based editor for exploring and analyzing large datasets using Scala, Apache Spark, and other data science tools3,155
mrpowers-io/spark-fast-testsA testing helper library for Apache Spark applications.437
johnsnowlabs/spark-nlpProvides a set of pre-trained models and libraries for natural language processing tasks on top of Apache Spark3,889
apache/sparkAn analytics engine designed to handle large-scale data processing and analysis40,170
dotnet/sparkProvides high-performance APIs for using Apache Spark with .NET2,032
datastax/spark-cassandra-connectorA library that enables integration between Apache Spark and Apache Cassandra for fast data processing and analysis.1,944
tofgarion/spark-by-exampleAn adaptation of ACSL by Example for SPARK 2014 to verify Ada programs with formal methods154
yaooqinn/itachiA library that brings useful functions from various modern database management systems to Apache Spark56
databricks/spark-corenlpWraps Stanford CoreNLP annotators as Spark DataFrame functions for natural language processing tasks422
apache/jmeterA tool used to simulate heavy loads on servers and measure their performance under different conditions.8,467