A Python Library to support running data quality rules while the spark job is running⚡
☆200Feb 27, 2026Updated last week
Alternatives and similar repositories for spark-expectations
Users that are interested in spark-expectations are comparing it to the libraries listed below
Sorting:
- Pythonic Programming Framework to orchestrate jobs in Databricks Workflow☆228Feb 11, 2026Updated 3 weeks ago
- PySpark test helper methods with beautiful error messages☆753Feb 25, 2026Updated last week
- A library that provides useful extensions to Apache Spark and PySpark.☆233Jan 20, 2026Updated last month
- Delta Lake helper methods in PySpark☆327Jan 19, 2026Updated last month
- Delta Lake helper methods. No Spark dependency.☆22Jan 19, 2026Updated last month
- Testing framework for Databricks notebooks☆316Apr 20, 2024Updated last year
- pyspark methods to enhance developer productivity 📣 👯 🎉☆683Mar 6, 2025Updated last year
- Don't Panic. This guide will help you when it feels like the end of the world.☆30Feb 7, 2026Updated last month
- 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…☆94May 9, 2025Updated 9 months ago
- Incan: a modern, Pythonic language that compiles to Rust! Type-safe, async-friendly, with fixtures, testing, and web/inter-op built in.☆14Updated this week
- A platform and cloud-based service for data sharing based on the Delta Sharing protocol.☆21Jun 12, 2024Updated last year
- Code for Apache Hudi, Apache Iceberg and Delta Lake analysis☆10Feb 2, 2024Updated 2 years ago
- JumpSpark - A modern cookiecutter template for pyspark projects with batteries included.☆10May 12, 2023Updated 2 years ago
- The Lakehouse Engine is a configuration driven Spark framework, written in Python, serving as a scalable and distributed engine for sever…☆282Updated this week
- Magic to help Spark pipelines upgrade☆34Sep 29, 2024Updated last year
- The Internals of Delta Lake☆188Nov 30, 2025Updated 3 months ago
- Open, Multi-modal Catalog for Data & AI☆3,320Feb 28, 2026Updated last week
- Spark Monitoring☆13Feb 28, 2023Updated 3 years ago
- Python API for Deequ☆814Jan 21, 2026Updated last month
- Write property based tests easily on spark dataframes☆20Jan 19, 2024Updated 2 years ago
- A curated list of awesome blogs, videos, tools and resources about Data Contracts☆183Aug 12, 2024Updated last year
- Apache Spark testing helpers (dependency free & works with Scalatest, uTest, and MUnit)☆454Feb 8, 2026Updated last month
- Delta lake and filesystem helper methods☆50Feb 29, 2024Updated 2 years ago
- Flowman is an ETL framework powered by Apache Spark. With its declarative approach, Flowman simplifies the development of complex data pi…☆97Updated this week
- Examples for High Performance Spark☆16Oct 25, 2025Updated 4 months ago
- Managing Data as a Product, published by Packt☆20Nov 30, 2024Updated last year
- Drop-in replacement for Apache Spark UI☆414Updated this week
- Python framework for building efficient data pipelines. It promotes modularity and collaboration, enabling the creation of complex pipeli…☆652Updated this week
- Demos for Nessie. Nessie provides Git-like capabilities for your Data Lake.☆30Updated this week
- Base classes to use when writing tests with Spark☆1,550Dec 22, 2025Updated 2 months ago
- ☆17Oct 12, 2023Updated 2 years ago
- Yet Another (Spark) ETL Framework☆21Oct 21, 2023Updated 2 years ago
- Spark style guide☆271Sep 30, 2024Updated last year
- Qbeast-spark: DataSource enabling multi-dimensional indexing and efficient data sampling. Big Data, free from the unnecessary!☆235Jan 24, 2025Updated last year
- An open protocol for secure data sharing☆920Updated this week
- Apache DataFusion Comet Spark Accelerator☆1,150Updated this week
- Glue JupyterLab Extension☆20Updated this week
- Local Development of AWS Glue with Docker and Visual Studio Code☆14Nov 29, 2021Updated 4 years ago
- Shed light on your data layout in order to monitor the health of your Lakehouse tables and identify when data maintenance operations shou…☆10Jul 31, 2023Updated 2 years ago