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技术工具雷达: Data

雷达筛选条件

近期变化

Of 20 comparable tools in Data Engineering, 20 are increasing, 0 are stable, and 0 are declining. arrow has the largest measured increase: +268639 crates.io downloads over 90 days. These movements describe only changes in metrics collected over the period.

测量周期：2026-08-27 至 2026-09-02

工具排名

按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

  1. 1

    技能
    活跃

    World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.

    Python许可证: AGPL-3.0
    • agent
    • agentic-ai
    • ai
    • claude
    • copilot

    github实测增长打开来源 ↗

    安装 git clone https://github.com/calesthio/OpenMontage ~/.claude/skills/OpenMontage

    52 517GitHub 星标+1 089 (+2.1 %)
  2. 2

    其他
    活跃

    A Windows app to debloat and optimize your PC

    TypeScript许可证: GPL-3.0
    • debloater
    • opimization
    • registry-tweaks
    • windows
    • windows-10-debloat

    github实测增长打开来源 ↗

    2 074GitHub 星标+27 (+1.3 %)
  3. 3

    其他
    活跃

    Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

    Python许可证: BSD-2-Clause
    • analytics
    • athena
    • bi
    • bigquery
    • business-intelligence

    github实测增长打开来源 ↗

    28 777GitHub 星标+9 (+0.03 %)
  4. 4

    其他
    活跃

    Zero-ETL, infinite possibilities. Live query APIs, code & more with SQL. No DB required.

    Go许可证: AGPL-3.0
    • aws
    • azure
    • cis
    • cloud
    • cnapp

    github实测增长打开来源 ↗

    7 941GitHub 星标+6 (+0.08 %)
  5. 5

    其他
    活跃

    Spug is a lightweight agent-free automatic operation and maintenance platform designed for small and medium-sized enterprises. It integrates host management, host batch execution, host online terminal, file management, application release…

    JavaScript许可证: AGPL-3.0
    • alert
    • ci
    • cicd
    • cmdb
    • deploy

    github实测增长打开来源 ↗

    11 060GitHub 星标+5 (+0.05 %)
  6. 6

    MCP
    活跃

    A MCP (Model Context Protocol) server for interacting with dbt.

    Python许可证: Apache-2.0
    • data-analytics
    • data-engineering
    • dbt
    • llm
    • mcp

    github实测增长打开来源 ↗

    602GitHub 星标+3 (+0.50 %)
  7. 7

    其他
    活跃

    YTsaurus is a scalable and fault-tolerant open-source big data platform.

    C++许可证: Apache-2.0
    • big-data
    • clickhouse
    • distributed-database
    • lakehouse
    • olap-database

    github实测增长打开来源 ↗

    2 203GitHub 星标+3 (+0.14 %)
  8. 8

    其他
    活跃

    Apache DevLake is an open-source dev data platform to ingest, analyze, and visualize the fragmented data from DevOps tools, extracting insights for engineering excellence, developer experience, and community growth.

    Go许可证: Apache-2.0
    • dashboard-friendly
    • data
    • data-analysis
    • data-engineering
    • data-integration

    github实测增长打开来源 ↗

    3 119GitHub 星标+3 (+0.10 %)
  9. 9

    其他
    活跃

    Maestro: Netflix’s Workflow Orchestrator

    Java许可证: Apache-2.0
    • agentic-workflow
    • analytics
    • automation
    • batch-processing
    • dag

    github实测增长打开来源 ↗

    3 831GitHub 星标+2 (+0.05 %)
  10. 10

    智能体
    活跃

    MARVIS-Agent: all-purpose credit risk agent for model development, validation, data processing, feature engineering, and strategy workflows.

    Python许可证: MIT
    • agent
    • ai
    • ai-agent
    • credit
    • credit-risk

    github实测增长打开来源 ↗

    518GitHub 星标+1 (+0.19 %)
  11. 11

    其他
    活跃

    This extension makes vscode seamlessly work with dbt™: Auto-complete, preview, column lineage, AI docs generation, health checks, cost estimation etc

    JavaScript许可证: MIT
    • ai
    • dbt
    • dbt-cloud
    • dbt-core
    • genai

    github实测增长打开来源 ↗

    584GitHub 星标+1 (+0.17 %)
  12. 12

    其他
    活跃

    Official code repository for GATK versions 4 and up

    Java
    • bioinformatics
    • dna
    • gatk
    • genome
    • genomics

    github实测增长打开来源 ↗

    1 993GitHub 星标+1 (+0.05 %)
  13. 13

    应用
    活跃

    Share and collaborate by syncing with any Git repository instantly. Linux, macOS, and Windows

    C#许可证: GPL-3.0
    • arch
    • backup
    • cloud-storage
    • collaboration
    • debian

    github实测增长打开来源 ↗

    4 981GitHub 星标+1 (+0.02 %)
  14. 14

    库
    未知最近提交：暂无数据

    DuckDB in-process database

    许可证: MIT
    • DuckDB
    • Database
    • SQL
    • OLAP

    pypi实测增长打开来源 ↗

    安装 pip install duckdb

    10 916 7957 天下载量-5 953 222 (-35.3 %)
  15. 15

    库
    未知最近提交：暂无数据

    Dagster is an orchestration platform for the development, production, and observation of data assets.

    pypi实测增长打开来源 ↗

    安装 pip install dagster

    1 748 0697 天下载量-503 801 (-22.4 %)
  16. 16

    库
    未知最近提交：暂无数据

    With dbt, data analysts and engineers can build analytics the way engineers build applications.

    pypi实测增长打开来源 ↗

    安装 pip install dbt-core

    5 107 1267 天下载量-9 624 867 (-65.3 %)
  17. 17

    库
    未知最近提交：暂无数据

    Blazingly fast DataFrame library

    许可证: MIT
    • dataframe
    • arrow
    • out-of-core

    pypi实测增长打开来源 ↗

    安装 pip install polars

    12 080 7257 天下载量-2 283 661 (-15.9 %)
  18. 18

    其他
    活跃

    Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

    Scala许可证: Apache-2.0
    • dataquality
    • scala
    • spark
    • unit-testing

    github实测增长打开来源 ↗

    3 642GitHub 星标稳定
  19. 19

    其他
    活跃

    Compile-time Language Integrated Queries for Scala

    Scala许可证: Apache-2.0
    • cassandra
    • database
    • jdbc
    • linq
    • mysql

    github实测增长打开来源 ↗

    2 166GitHub 星标稳定
  20. 20

    其他
    活跃

    Monte Carlo simulation of the NBA season, leveraging dbt, duckdb and evidence.dev

    Python许可证: MIT

      github实测增长打开来源 ↗

      608GitHub 星标稳定
    • 21

      其他
      活跃

      This package contains macros and models to find DAG issues automatically

      Shell许可证: Apache-2.0
      • dbt-packages

      github实测增长打开来源 ↗

      574GitHub 星标稳定
    • 22

      其他
      活跃

      A dbt adapter for Databricks.

      Python许可证: Apache-2.0
      • databricks
      • dbt
      • etl
      • sql

      github实测增长打开来源 ↗

      375GitHub 星标稳定
    • 23

      其他
      活跃

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

      • analytics
      • analytics-engineering
      • data
      • data-engineering
      • dbt

      github实测增长打开来源 ↗

      345GitHub 星标稳定

    学习与参考资源

    按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。

    1. 1

      docker_practice

      其他
      活跃打开来源 ↗

      最新Docker容器技术，从真实案例中学习最佳实践！| Learn and understand Docker&Container technologies, with real DevOps practice!

      Go
      • book
      • cloud-computing
      • container
      • devops
      • docker
      github资源实测增长
      26 229GitHub 星标+8 (+0.03 %)
    2. 2

      awesome-dbt

      其他
      活跃打开来源 ↗

      A curated list of awesome dbt resources

      许可证: GPL-3.0
      • analytics-engineering
      • awesome
      • awesome-list
      • data-engineering
      • dbt
      github资源实测增长
      1 721GitHub 星标稳定