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.
☆3,348Updated this week
Alternatives and similar repositories for deequ:
Users that are interested in deequ are comparing it to the libraries listed below
- Python API for Deequ☆738Updated 3 months ago
- Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting…☆4,474Updated last week
- An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Tr…☆7,755Updated this week
- An Open Standard for lineage metadata collection☆1,818Updated this week
- Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io☆1,973Updated this week
- ☆1,619Updated this week
- Collect, aggregate, and visualize a data ecosystem's metadata☆1,819Updated this week
- MLeap: Deploy ML Pipelines to Production☆1,504Updated last month
- Always know what to expect from your data.☆10,117Updated this week
- Base classes to use when writing tests with Spark☆1,527Updated this week
- Essential Spark extensions and helper methods ✨😲☆753Updated 2 months ago
- ETL best practices with airflow, with examples☆1,313Updated 3 months ago
- Guides and docs to help you get up and running with Apache Airflow.☆804Updated 2 years ago
- The Internals of Apache Spark☆1,487Updated 4 months ago
- re_data - fix data issues before your users & CEO would discover them 😊☆1,563Updated 8 months ago
- A simplified, lightweight ETL Framework based on Apache Spark☆585Updated 11 months ago
- Dynamically generate Apache Airflow DAGs from YAML configuration files☆1,231Updated this week
- Jupyter magics and kernels for working with remote Spark clusters☆1,338Updated 3 weeks ago
- pyspark methods to enhance developer productivity 📣 👯 🎉☆657Updated last month
- An open protocol for secure data sharing☆791Updated 2 weeks ago
- Nessie: Transactional Catalog for Data Lakes with Git-like semantics☆1,101Updated this week
- This is the development repository for sparkMeasure, a tool and library designed for efficient analysis and troubleshooting of Apache Spa…☆719Updated 5 months ago
- Data Lineage Tracking And Visualization Solution☆608Updated this week
- Dremio - the missing link in modern data☆1,401Updated 2 months ago
- Apache Livy is an open source REST interface for interacting with Apache Spark from anywhere.☆898Updated 2 months ago
- A curated list of awesome Apache Spark packages and resources.☆1,743Updated 2 months ago
- A curated list of data engineering tools for software developers☆465Updated 7 years ago
- A series of DAGs/Workflows to help maintain the operation of Airflow☆1,697Updated 6 months ago
- Curated list of resources about Apache Airflow☆3,722Updated 4 months ago