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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

    其他
    活跃

    Graph-Native Infrastructure for Context and Accountable AI Systems

    Python许可证: MIT
    • agent-memory
    • ai
    • ai-governance
    • ai-infrastructure
    • artificial-intelligence

    github实测增长打开来源 ↗

    11 626GitHub 星标+674 (+6.2 %)
  2. 2

    库
    活跃

    SDK for robotics teams to verify the quality of their data used for AI model training.

    Python许可证: Apache-2.0
    • airflow
    • data-engineering
    • data-pipeline
    • data-quality
    • dataset-curation

    github实测增长打开来源 ↗

    225GitHub 星标+68 (+43.3 %)
  3. 3

    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 %)
  4. 4

    其他
    活跃

    Data-engineering benchmark for coding agents (DuckDB + Snowflake dbt tasks).

    Python许可证: Apache-2.0

      github实测增长打开来源 ↗

      68GitHub 星标+14 (+25.9 %)
    • 5

      应用
      活跃

      SparkyFitness: Built for Families. Powered by AI. Track food, fitness, water, and health — together.

      TypeScript
      • ai
      • artificial-intelligence
      • fitness
      • fitness-app
      • fitness-tracker

      github实测增长打开来源 ↗

      5 725GitHub 星标+75 (+1.3 %)
    • 6

      其他
      活跃

      Open Source Feature Flags, Experimentation, and Product Analytics

      TypeScript
      • ab-testing
      • abtest
      • abtesting
      • analytics
      • bigquery

      github实测增长打开来源 ↗

      8 231GitHub 星标+71 (+0.87 %)
    • 7

      其他
      活跃

      dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

      Rust许可证: Apache-2.0
      • analytics
      • business-intelligence
      • data-modeling
      • dbt-viewpoint
      • elt

      github实测增长打开来源 ↗

      13 765GitHub 星标+67 (+0.49 %)
    • 8

      其他
      活跃

      Tech internships & CS jobs tracker - 180 open software engineering internships from 4,300 employer job boards, auto-updated every 30 min with visa-sponsorship and H-1B sponsor data.

      Python许可证: MIT
      • 2027
      • career
      • computer-science
      • faang
      • h1b

      github实测增长打开来源 ↗

      704GitHub 星标+24 (+3.5 %)
    • 9

      库
      活跃

      A software update framework for macOS

      Objective-C
      • framework
      • macos
      • software-update
      • update

      github实测增长打开来源 ↗

      9 618GitHub 星标+51 (+0.53 %)
    • 10

      其他
      活跃

      LLM speculative inference server for heterogeneous hardware & consumer GPUs

      C++许可证: Apache-2.0
      • cuda
      • cuda-kernels
      • dflash
      • heterogeneous-computing
      • kernel

      github实测增长打开来源 ↗

      2 825GitHub 星标+34 (+1.2 %)
    • 11

      智能体
      活跃

      AI video translation & dubbing tool for humans and AI Agents, powered by LLMs. Full pipeline: download, transcribe, translate, TTS dub, reformat, cover generation. 100+ languages, optimized for YouTube, TikTok, Bilibili, Douyin, and…

      Go许可证: GPL-3.0
      • dubbing
      • localization
      • tts
      • video-transcription
      • video-translation

      github实测增长打开来源 ↗

      11 322GitHub 星标+49 (+0.43 %)
    • 12

      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 %)
    • 13

      其他
      活跃

      Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

      Rust许可证: Apache-2.0
      • cdc
      • connectors
      • data-engineering
      • data-integration
      • data-orchestration

      github实测增长打开来源 ↗

      1 258GitHub 星标+21 (+1.7 %)
    • 14

      智能体
      活跃

      Incremental engine for long horizon agents 🌟 Star if you like it!

      Rust许可证: Apache-2.0
      • agentic-data-framework
      • ai
      • ai-agents
      • change-data-capture
      • codebase-intelligence

      github实测增长打开来源 ↗

      11 448GitHub 星标+37 (+0.32 %)
    • 15

      其他
      活跃

      data load tool (dlt) is an open source Python library that makes data loading easy 🛠️

      Python许可证: Apache-2.0
      • data
      • data-engineering
      • data-lake
      • data-loading
      • data-warehouse

      github实测增长打开来源 ↗

      5 809GitHub 星标+31 (+0.54 %)
    • 16

      其他
      活跃

      Agentic BI. Analytics at the speed of code ⚡️

      TypeScript
      • business-intelligence
      • data-analytics
      • data-visualization
      • dbt

      github实测增长打开来源 ↗

      6 112GitHub 星标+28 (+0.46 %)
    • 17

      其他
      活跃

      Docker configuration for running VLLM on dual DGX Sparks

      Shell许可证: MIT

        github实测增长打开来源 ↗

        2 211GitHub 星标+21 (+0.96 %)
      • 18

        智能体
        活跃

        DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！

        Python许可证: MIT
        • agent
        • agentic
        • agentic-ai
        • ai
        • ai-scientist

        github实测增长打开来源 ↗

        4 587GitHub 星标+22 (+0.48 %)
      • 19

        其他
        活跃

        2026–2027 tech internships in the US, updated daily. Software engineering, data science, security, product, and design intern roles.

        许可证: MIT
        • careers
        • computer-science
        • hiring
        • internship
        • internships

        github实测增长打开来源 ↗

        95GitHub 星标+5 (+5.6 %)
      • 20

        其他
        活跃

        Kubescape is an open-source Kubernetes security platform for your IDE, CI/CD pipelines, and clusters. It includes risk analysis, security, compliance, and misconfiguration scanning, saving Kubernetes users and administrators precious time,…

        Go许可证: Apache-2.0
        • best-practice
        • devops
        • kubernetes
        • mitre-attack
        • nsa

        github实测增长打开来源 ↗

        11 715GitHub 星标+23 (+0.20 %)
      • 21

        其他
        活跃

        An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

        Scala许可证: Apache-2.0
        • acid
        • analytics
        • big-data
        • delta-lake
        • spark

        github实测增长打开来源 ↗

        8 982GitHub 星标+22 (+0.25 %)
      • 22

        应用
        活跃

        Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

        TypeScript许可证: MIT
        • analytics
        • business-intelligence
        • dashboard
        • data-engineering
        • data-science

        github实测增长打开来源 ↗

        6 902GitHub 星标+21 (+0.31 %)
      • 23

        其他
        活跃

        :sparkles: An advanced 3D Gaussian Splatting renderer for THREE.js

        TypeScript许可证: MIT

          github实测增长打开来源 ↗

          3 548GitHub 星标+18 (+0.51 %)
        • 24

          其他
          活跃

          Always know what to expect from your data.

          Python许可证: Apache-2.0
          • cleandata
          • data-engineering
          • data-profilers
          • data-profiling
          • data-quality

          github实测增长打开来源 ↗

          11 763GitHub 星标+22 (+0.19 %)

        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

          unstructured

          模型
          活跃打开来源 ↗

          Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade…

          HTML许可证: Apache-2.0
          • data-pipelines
          • deep-learning
          • document-image-analysis
          • document-image-processing
          • document-parser
          github资源实测增长
          15 378GitHub 星标+28 (+0.18 %)