analytics-engineering 开源项目推荐（2,028 个）

StructuredLabs /preswald

Preswald 是一个面向基于 Python 的交互式数据应用的 WASM 打包器：可将完整复杂的数据工作流（尤其是可视化）打包成单个文件，借助 Pyodide、DuckDB、Pandas 以及 Plotly、Matplotlib 等完全在浏览器中运行。构建可离线运行、加载快速、像文档一样分享的仪表板、报告和笔记本。

getnao /nao

👾 nao is an open source analytics agent. (1) Create context with nao-core cli, (2) deploy nao chat interface for everyone

Hiflylabs /awesome-dbt

A curated list of awesome dbt resources

Kaelio /ktx

ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

zoltanctoth /complete-dbt-bootcamp-zero-to-hero

Supplementary Materials for the The Complete dbt (Data Build Tool) Bootcamp Udemy course

AltimateAI /altimate-code

开源代理数据工程工具，适用于 dbt、SQL 和云仓库。100+工具，10个仓库，AI驱动。

raystack /optimus

Optimus is an easy-to-use, reliable, and performant workflow orchestrator for data transformation, data modeling, pipelines, and data quality management.

dbt-labs /dbt-charts

Declarative YAML around SQL for dbt-native dashboards: easy for agents to write, easy for humans to audit.

elementary-data /dbt-data-reliability

This dbt package captures metadata, artifacts, and test results so you can detect anomalies, monitor data quality, and build metadata tables. It powers Elementary OSS and feeds the wider context layer used by Elementary Cloud’s full Data & AI Control Plane.

DataRecce /recce

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

dbt-labs /jaffle-shop

🥪🦘 An open source sandbox project exploring dbt workflows via a fictional sandwich shop's data.

tuva-health /tuva-core

Main repo including core data model, data marts, data quality tests, and terminology sets.

starburstdata /dbt-trino

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

dbt-msft /dbt-sqlserver

dbt adapter for SQL Server and Azure SQL

liam-machine /erd-studio

Visual ERD designer for dbt — design your data warehouse on a canvas, in your repo, where your AI assistant can read it. Free and open source.

docglow /docglow

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

sidequery /sidemantic

The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, BSL, LDM, Cortex, Malloy, OSI, SML, TML, Hex, Rill, Superset

malloydata /publisher

Publisher is the open-source analytics engine for Malloy. It lets you define data models once — and use them everywhere.

exmergo /dex

Dex lets your agent build your analytics.

anna-geller /dataflow-ops

演示如何将 Prefect 2.0 部署自动化到 AWS ECS Fargate 的项目