Analytics Engineering Python Packages

dbt-trino

The Trino (https://trino.io/) adapter plugin for dbt (https://getdbt.com)

dbt-sqlserver

dbt adapter for SQL Server and Azure SQL

recce

The data-validation toolkit for enhanced dbt (data build tool) PR review

recce-nightly

The data-validation toolkit for enhanced dbt (data build tool) PR review

docglow

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

recce-cloud-nightly

The data-validation toolkit for enhanced dbt (data build tool) PR review

glyf-core

Open Source Visualization build tool to data pipeline

personal-finance-etl

Local-first financial data platform for evidence-aware ETL, investment analytics, tax-aware wealth modelling, FIRE simulation, and BI.

dbt-fabric-samdebruyn

Former fork combining dbt-fabric and dbt-fabricspark

exmergo-dex-core

Dex is the agent-native analytics engineering toolkit. Point it at your warehouse and your dbt project. It learns the landscape, authors your transformations, and tells you exactly what to fix when the schema drifts. Built for analytics engineers and data engineers who want more out of their coding agent.

interlaced

Python and SQL models in one DAG. Transformation, orchestration and durable streaming ingestion in a single process.

recce-cloud

The data-validation toolkit for enhanced dbt (data build tool) PR review

dbt-plan

Catch breaking dbt schema changes before dbt run executes them: dropped columns, the downstream models and data tests they break, contract violations. Static analysis of compiled SQL, no warehouse connection. Like terraform plan, for dbt.

cassis-cli

Validate, test and eval a Cassis ontology from your terminal, then publish it. The same commands run in CI to gate pull requests.

dagctl

Command-line client for dagctl, the hosted SQLMesh service. Sign in, choose a project, and run SQLMesh against managed state.

dagster-dex

Let dex read your Dagster asset graph the way it reads a dbt project: keys, joins, sources, semantics, drift

datalex-cli

Git-native data modeling for dbt users — versioned, reviewable YAML with contracts, lineage, ERDs, and clean round-trip back to dbt.

fineprint

Read the fine print of your metrics — a decompiler for your dashboards. Column-level lineage, provable metric formulas, and drift detection, built entirely from dbt artifacts (no warehouse connection).

puxti

Propagate schema and semantic changes across your dbt stack as small, reviewable pull requests, grounded in a Knowledge Graph of your data lineage. BYOK — works with Anthropic, OpenAI, Mistral, Gemini, Bedrock, Ollama, and more.

dbtattic

Preserve and query dbt artifact history on any warehouse, backed by DuckDB. No warehouse compute, every adapter.

seshat-bi

Readiness system that lets AI agents build your BI pipeline but never approve it -- evidence-gated source profiling, medallion mappings, metric contracts, and Power BI delivery. Offline demo in 60 seconds: uvx --from seshat-bi seshat demo init

dbt-airflow

A Python package that creates fine-grained dbt tasks on Apache Airflow

preflight-analytics

Static, cross-layer ambiguity detection for governed analytics — find confusable metric, column, and term definitions before an AI agent grounds on the wrong one.

claimproof

Two tools for one idea: a check nobody has ever made fail is not a check. claimproof stops an AI agent ending its turn on a claim it cannot back. deadcanary breaks a dbt project's data on purpose to find the data tests that cannot fail.