sodadata / soda-core
Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
☆2,046Updated this week
Alternatives and similar repositories for soda-core:
Users that are interested in soda-core are comparing it to the libraries listed below
- re_data - fix data issues before your users & CEO would discover them 😊☆1,565Updated 10 months ago
- Efficient data transformation and modeling framework that is backwards compatible with dbt.☆2,180Updated this week
- Port(ish) of Great Expectations to dbt test macros☆1,155Updated 3 months ago
- The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-host…☆2,023Updated this week
- An Open Standard for lineage metadata collection☆1,879Updated this week
- Dynamically generate Apache Airflow DAGs from YAML configuration files☆1,269Updated this week
- Collect, aggregate, and visualize a data ecosystem's metadata☆1,879Updated this week
- A curated list of awesome dbt resources☆1,377Updated last week
- Python API for Deequ☆754Updated 5 months ago
- dbt (http://getdbt.com) adapter for DuckDB (http://duckdb.org)☆1,022Updated this week
- Utility functions for dbt projects.☆1,486Updated last week
- do more with dbt. dbt-fal helps you run Python alongside dbt, so you can send Slack alerts, detect anomalies and build machine learning m…☆853Updated 11 months ago
- Run your dbt Core projects as Apache Airflow DAGs and Task Groups with a few lines of code☆886Updated this week
- MetricFlow allows you to define, build, and maintain metrics in code.☆1,192Updated this week
- data load tool (dlt) is an open source Python library that makes data loading easy 🛠️☆3,355Updated this week
- 📙 Awesome Data Catalogs and Observability Platforms.☆807Updated 7 months ago
- Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python and SQL, powered by Apache Airflow.☆367Updated this week
- Apache Airflow integration for dbt☆400Updated 10 months ago
- List of `pre-commit` hooks to ensure the quality of your `dbt` projects.☆634Updated last month
- A free to use dbt package for creating and loading Data Vault 2.0 compliant Data Warehouses (powered by dbt, an open source data engineer…☆530Updated last week
- Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.☆3,385Updated 2 weeks ago
- Nessie: Transactional Catalog for Data Lakes with Git-like semantics☆1,159Updated this week
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rew…☆2,055Updated 6 months ago
- Scalable identity resolution, entity resolution, data mastering and deduplication using ML☆989Updated this week
- Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting…☆4,534Updated last week
- dbt package that is part of Elementary, the dbt-native data observability solution for data & analytics engineers. Monitor your data pipe…☆418Updated this week
- Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to wr…☆2,001Updated this week
- PySpark test helper methods with beautiful error messages☆672Updated 2 weeks ago
- Macros that generate dbt code☆543Updated 3 weeks ago
- Apache PyIceberg☆652Updated this week