dagster-soda

dagster-soda integrates Soda Core data quality checks with Dagster. It provides the SodaScanComponent, a Dagster component that runs Soda Core scans and maps SodaCL check results to Dagster asset checks.

Installation

pip install dagster-soda

Note: dagster-soda requires soda-core 3.x (the soda.scan API). It pins soda-core>=3.0,<4 by default.

Usage

Component: SodaScanComponent

Configure a SodaScanComponent in your Dagster project to:

Point at SodaCL YAML check files and a Soda configuration.yml
Map Soda dataset names to Dagster asset keys
Run scans and report pass/fail as Dagster asset check results

Scaffolding with the CLI

Use the Dagster CLI to scaffold a new Soda scan component in your project (requires dagster-dg-cli):

dg scaffold defs dagster_soda.SodaScanComponent <path>

Example (scaffold into a folder named soda_checks under your defs directory):

dg scaffold defs dagster_soda.SodaScanComponent soda_checks

This generates:

A defs.yaml with default attributes (checks_paths, configuration_path, data_source_name, asset_key_map)
A checks.yml template with example SodaCL (e.g. checks for my_table: - row_count > 0)

Edit the generated files to match your data source and checks, then load your definitions as usual.

Minimal defs.yaml example

type: dagster_soda.SodaScanComponent
attributes:
  checks_paths:
    - checks.yml
  configuration_path: configuration.yml
  data_source_name: my_datasource
  asset_key_map:
    my_table: my_table

Documentation

The docs for dagster-soda can be found here.

Release files for dagster-soda 0.29.21

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for dagster-soda 0.29.21
File	Size	Uploaded
dagster_soda-0.29.21.tar.gz	201.5 kB	Sep 3, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for dagster-soda 0.29.21
File	Interpreter	ABI	Platform	Reset
dagster_soda-0.29.21-py3-none-any.whl 12.2 kB Sep 3, 2026	Python 3	none	any	Details

Total release size: 213.6 kB

Release files / dagster_soda-0.29.21.tar.gz

Download URL	dagster_soda-0.29.21.tar.gz
Size	201.5 kB
Tags	Source
SHA-256 checksum How to use checksums	`2a8611490e6b1cc927fa59b67d94e8ac9e1fc834f5b962be8a568f7dc2739247`
BLAKE2b-256 checksum How to use checksums	`2ffe68321d214f62d9b5003d1b4cd13c8728a7c4cd5ed3b31ebed6504df32fca`
Upload date	Sep 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.12.14`

Release files / dagster_soda-0.29.21-py3-none-any.whl

Download URL	dagster_soda-0.29.21-py3-none-any.whl
Size	12.2 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`f6417b9597730c9093ba76ab38aa8ec1a3cdd02418eceb9e2d6dbe96163182b8`
BLAKE2b-256 checksum How to use checksums	`93186a523079d74b091914810788df82e13ab8a5d8a588e1e8bbb173433ce99c`
Upload date	Sep 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.12.14`