Data Observability Python Packages

acryl-datahub

The Context Platform for your Data and AI Stack

elementary-data

The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.

acryl-datahub-airflow-plugin

The Context Platform for your Data and AI Stack

openmetadata-ingestion

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

acryl-executor

Run DataHub metadata ingestion tasks remotely via subprocess isolation with S3 log storage

acryl-datahub-dagster-plugin

The Context Platform for your Data and AI Stack

openmetadata-managed-apis

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

acryl-datahub-gx-plugin

The Context Platform for your Data and AI Stack

prefect-datahub

The Context Platform for your Data and AI Stack

datahub-agent-context

The Context Platform for your Data and AI Stack

piperider-nightly

Code review for data in dbt

soda-spark

Soda Spark is a PySpark library that helps you with testing your data in Spark Dataframes

re-data

re_data - fix data issues before your users & CEO would discover them 😊

piperider

Code review for data in dbt

dataops-testgen

DataOps Data Quality TestGen is part of DataKitchen's Open Source Data Observability. DataOps TestGen delivers simple, fast data quality test generation and execution by data profiling,  new dataset hygiene review, AI generation of data quality validation tests, ongoing testing of data refreshes, & continuous anomaly monitoring

koality

Library for data quality monitoring based on duckdb.

openmetadata-ingestion-core

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

driftbrake

A schema contract guard for data pipelines. Detects, classifies, and reports schema changes in PostgreSQL databases.

dqops

Data Quality and Observability platform for the whole data lifecycle, from profiling new data sources to full automation with Data Observability. Configure data quality checks from the UI or in YAML files, let DQOps run the data quality checks daily to detect data quality issues.

driftdb

Historical metric store

odd-collector-sdk

ODD Collector

dcs-core

Open Source Data Quality Monitoring.

datagit

Git based metric store

baselinr

Open-source data quality platform for SQL warehouses. Automated setup, profiling, drift detection, anomaly detection, validation, and AI-powered root cause analysis. Built for engineers who want transparency and control.