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Cosa sta cambiando

Of 20 comparable tools in Data Engineering, 20 are increasing, 0 are stable, and 0 are declining. arrow has the largest measured increase: +256866 crates.io downloads over 90 days. These movements describe only changes in metrics collected over the period.

Periodo misurato: dal 2026-08-26 al 2026-09-01

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1
    Attivo

    End-to-end streaming data platform on AWS: Kafka → Iceberg lake → Kimball model → Athena, orchestrated with Airflow 3. Terraform, Glue PySpark, dbt.

    githubcrescita misurataApri fonte ↗

    106stelle GitHub+51 (+92.7 %)
  2. 2

    Altro
    Attivo

    Graph-Native Infrastructure for Context and Accountable AI Systems

    githubcrescita misurataApri fonte ↗

    11 532stelle GitHub+698 (+6.4 %)
  3. 3

    Libreria
    Attivo

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

    githubcrescita misurataApri fonte ↗

    217stelle GitHub+71 (+48.6 %)
  4. 4

    Skill
    Attivo

    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.

    githubcrescita misurataApri fonte ↗

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

    52 517stelle GitHub+2 213 (+4.4 %)
  5. 5

    Libreria
    SconosciutoUltimo commit: non disponibile

    Rust implementation of Apache Arrow

    cratescrescita misurataApri fonte ↗

    Installa cargo add arrow

    17 280 524download crates.io in 90 giorni+256 866 (+1.5 %)
  6. 6

    Libreria
    SconosciutoUltimo commit: non disponibile

    DataFusion is an in-memory query engine that uses Apache Arrow as the memory model

    cratescrescita misurataApri fonte ↗

    Installa cargo add datafusion

    4 754 796download crates.io in 90 giorni+64 216 (+1.4 %)
  7. 7
    Attivo

    Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI &…

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/alibaba/open-code-review ~/.claude/skills/open-code-review

    21 735stelle GitHub+316 (+1.5 %)
  8. 8

    Altro
    Attivo

    Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

    githubcrescita misurataApri fonte ↗

    154 043stelle GitHub+524 (+0.34 %)
  9. 9
    Attivo

    Summer 2027 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify and Pitt CSC.

    githubcrescita misurataApri fonte ↗

    47 002stelle GitHub+196 (+0.42 %)
  10. 10
    Attivo

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

    githubcrescita misurataApri fonte ↗

    64stelle GitHub+11 (+20.8 %)
  11. 11

    Altro
    Attivo

    Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage…

    githubcrescita misurataApri fonte ↗

    21 594stelle GitHub+119 (+0.55 %)
  12. 12
    Attivo

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

    githubcrescita misurataApri fonte ↗

    5 713stelle GitHub+79 (+1.4 %)
  13. 13

    MCP
    Attivo

    Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

    githubcrescita misurataApri fonte ↗

    20 106stelle GitHub+86 (+0.43 %)
  14. 14

    Altro
    Attivo

    Apache Superset is a Data Visualization and Data Exploration Platform

    githubcrescita misurataApri fonte ↗

    74 566stelle GitHub+103 (+0.14 %)
  15. 15
    Attivo

    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.

    githubcrescita misurataApri fonte ↗

    698stelle GitHub+26 (+3.9 %)
  16. 16

    App
    Attivo

    A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

    githubcrescita misurataApri fonte ↗

    22 576stelle GitHub+81 (+0.36 %)
  17. 17

    Agente
    Attivo

    The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models…

    githubcrescita misurataApri fonte ↗

    27 759stelle GitHub+78 (+0.28 %)
  18. 18

    Altro
    Attivo

    Harness Open Source is an end-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries.

    githubcrescita misurataApri fonte ↗

    38 196stelle GitHub+72 (+0.19 %)
  19. 19

    Altro
    Attivo

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

    githubcrescita misurataApri fonte ↗

    13 750stelle GitHub+60 (+0.44 %)
  20. 20

    Altro
    Attivo

    LLM speculative inference server for heterogeneous hardware & consumer GPUs

    githubcrescita misurataApri fonte ↗

    2 825stelle GitHub+37 (+1.3 %)
  21. 21

    Libreria
    Attivo

    A software update framework for macOS

    githubcrescita misurataApri fonte ↗

    9 613stelle GitHub+52 (+0.54 %)
  22. 22

    Altro
    Attivo

    Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for…

    githubcrescita misurataApri fonte ↗

    26 377stelle GitHub+60 (+0.23 %)
  23. 23
    Attivo

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

    githubcrescita misurataApri fonte ↗

    93stelle GitHub+8 (+9.4 %)
  24. 24

    Altro
    Attivo

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    githubcrescita misurataApri fonte ↗

    46 672stelle GitHub+64 (+0.14 %)

Risorse didattiche e di riferimento

Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

  1. 1
    AttivoApri fonte ↗

    Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

    githubRisorsacrescita misurata
    45 131stelle GitHub+171 (+0.38 %)