awslabs / deequLinks
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
☆3,567Updated 2 months ago
Alternatives and similar repositories for deequ
Users that are interested in deequ are comparing it to the libraries listed below
Sorting:
- Python API for Deequ☆809Updated 9 months ago
- Collect, aggregate, and visualize a data ecosystem's metadata☆2,092Updated this week
- Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io☆2,271Updated this week
- An Open Standard for lineage metadata collection☆2,255Updated this week
- Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting…☆4,712Updated this week
- PySpark test helper methods with beautiful error messages☆746Updated this week
- An open protocol for secure data sharing☆914Updated last week
- This is the development repository for sparkMeasure, a tool and library designed for efficient analysis and troubleshooting of Apache Spa…☆808Updated 2 months ago
- The Internals of Apache Spark☆1,538Updated 6 months ago
- Jupyter magics and kernels for working with remote Spark clusters☆1,363Updated 4 months ago
- This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring…☆1,207Updated 4 months ago
- Construct Apache Airflow DAGs Declaratively via YAML configuration files☆1,410Updated this week
- Base classes to use when writing tests with Spark☆1,547Updated 3 weeks ago
- Essential Spark extensions and helper methods ✨😲☆766Updated 4 months ago
- An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Tr…☆8,530Updated this week
- re_data - fix data issues before your users & CEO would discover them 😊☆1,570Updated last year
- Guides and docs to help you get up and running with Apache Airflow.☆815Updated last month
- Data Lineage Tracking And Visualization Solution☆652Updated this week
- ETL best practices with airflow, with examples☆1,353Updated last year
- Nessie: Transactional Catalog for Data Lakes with Git-like semantics☆1,395Updated this week
- pyspark methods to enhance developer productivity 📣 👯 🎉☆682Updated 10 months ago
- MLeap: Deploy ML Pipelines to Production☆1,530Updated this week
- ☆1,686Updated 3 weeks ago
- A curated list of awesome Apache Spark packages and resources.☆1,854Updated last year
- Qubole Sparklens tool for performance tuning Apache Spark☆586Updated last year
- A curated list of data engineering tools for software developers☆495Updated 8 years ago
- Curated list of resources about Apache Airflow☆3,868Updated last year
- A series of DAGs/Workflows to help maintain the operation of Airflow☆1,762Updated last year
- Always know what to expect from your data.☆11,072Updated this week
- Dremio - the missing link in modern data☆1,460Updated 3 months ago