Lineage Python Packages

sqllineage

SQL Lineage Analysis Tool powered by Python

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.

sf-hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

ipyflow-core

A reactive Python kernel for Jupyter notebooks.

apache-hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

docglow

Modern documentation site generator for dbt Core — lineage explorer, health scoring, full-text search. Live demo: https://demo.docglow.com

sf-hamilton-sdk

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

model-ledger

Open-source model inventory & governance. Discovers every model, rule, and pipeline across all your platforms as one immutable, agent-queryable graph — git for models.

sf-hamilton-ui

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

clearmetric-core

Open-source analytics graph for lineage, impact analysis, catalog output, and governed analytics apps.

roar-cli

Run Observation & Artifact Registration

ipyflow

A reactive Python kernel for Jupyter notebooks.

haupt

Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

mloda

mloda.ai - Open Data Access for AI and ML. Plugin-based. Traceable. Framework-agnostic.

catalogkit

Open-source analytics graph for lineage, impact analysis, catalog output, and governed analytics apps.

catalogkit-core

Shared artifact models, canonical IDs, and merge semantics for CatalogKit.

catalogkit-query

Map one SQL statement into deterministic CatalogKit dependencies.

catalogkit-lineage

Build project-level SQL lineage artifacts from dbt manifests or SQL folders.

dbt-column-lineage

Visualize column-level lineage of dbt models in the browser, parsed from manifest.json/catalog.json with sqlglot

mloda-testing

Registry of official plugins for mloda.ai

sf-hamilton-lsp

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

dbt-guard

Column-level lineage breaking change detection for dbt Core CI pipelines

modelable

Compiler and language server for versioned, domain-owned data models

nbsafety

Fearless interactivity for Jupyter notebooks.