Data Contracts engine for the modern data stack. https://www.soda.io
Data checks written in a YAML-based language and run in pipelines.
alternatif untuk
Great Expectations
Always know what to expect from your data.
Soda Core, Pandera, dan Deequ. 3 alternatif Great Expectations, dalam Python, Scala. Bandingkan kecocokan, lisensi, bintang, dan rilis bertanda tangan terbaru.
Perbandingan berdampingan
| Alat | Kecocokan | Bintang | Lisensi | Ketentuan | Self-hosted | Bahasa | Terbaru | Push terakhir |
|---|---|---|---|---|---|---|---|---|
| Soda Core | Pengganti penuh | 2.4k | Other | Source available | Tidak | Python | v4.27.0 | 2026-10-16 |
| Pandera | Sebagian | 4.5k | MIT | Open source | Tidak | Python | v0.34.1 | 2026-10-19 |
| Deequ | Sebagian | 3.6k | Apache-2.0 | Open source | Tidak | Scala | 2.1.0 | 2026-10-13 |
Semua alternatif
3 alternatif
A light-weight, flexible, and expressive statistical data testing library
Schema validation for dataframes in Python, without data docs or a checkpoint runner.
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
Data quality checks and metrics on Apache Spark, written in Scala.
- Bahasa
- Scala
- Lisensi
- Apache-2.0
- Bintang
- 3.6k
- Terbaru
- 2.1.0
- Push terakhir
- 2026-10-13
Perbandingan langsung
Tentang Great Expectations
- Bahasa
- Python
- Lisensi
- Apache-2.0
- Bintang
- 12k
- Push terakhir
- 2026-10-16