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Eventual-Inc/Daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

Visit GitHub
Rust
5.8k
596
174 contributors
Apache License 2.0
website
AchievementsView all →
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ClawBench

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Momentum

How fast Eventual-Inc/Daft is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 26 – Oct 25, 2026

Stars +86 in 61 days

0246
6

Forks +39 in 61 days

0123
3

Merged PRs 65 in 61 days

0510
9

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 26Sep 3Sep 11Sep 19Sep 27Oct 5Oct 13Oct 21
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Wed, Aug 26, 2026+0+10
Thu, Aug 27, 2026+1+00
Fri, Aug 28, 2026+0+20
Sat, Aug 29, 2026+1+20
Sun, Aug 30, 2026+1+10
Mon, Aug 31, 2026+0+10
Tue, Sep 1, 2026+2+11
Wed, Sep 2, 2026+1+00
Thu, Sep 3, 2026+4+01
Fri, Sep 4, 2026+6+02
Sat, Sep 5, 2026+1+00
Sun, Sep 6, 2026+1+10
Mon, Sep 7, 2026+4+00
Tue, Sep 8, 2026+3+01
Wed, Sep 9, 2026+1+10
Thu, Sep 10, 2026+0+21
Fri, Sep 11, 2026+0+19
Sat, Sep 12, 2026+2+00
Sun, Sep 13, 2026+1+20
Mon, Sep 14, 2026+3+05
Tue, Sep 15, 2026+6+17
Wed, Sep 16, 2026+2+14
Thu, Sep 17, 2026+4+13
Fri, Sep 18, 2026+2+00
Sat, Sep 19, 2026+1+10
Sun, Sep 20, 2026+2+00
Mon, Sep 21, 2026+2+11
Tue, Sep 22, 2026+1+11
Wed, Sep 23, 2026+0+01
Thu, Sep 24, 2026+0+10
Fri, Sep 25, 2026+0+04
Sat, Sep 26, 2026+3+02
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+4+10
Tue, Sep 29, 2026+2+10
Wed, Sep 30, 2026+1+01
Thu, Oct 1, 2026+1+00
Fri, Oct 2, 2026+0+12
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+10
Mon, Oct 5, 2026+0+20
Tue, Oct 6, 2026+2+02
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+1+11
Fri, Oct 9, 2026+1+00
Sat, Oct 10, 2026+1+10
Sun, Oct 11, 2026+1+20
Mon, Oct 12, 2026+1+00
Tue, Oct 13, 2026+2+30
Wed, Oct 14, 2026+5+00
Thu, Oct 15, 2026+1+10
Fri, Oct 16, 2026+0+15
Sat, Oct 17, 2026+2+04
Sun, Oct 18, 2026+1+11
Mon, Oct 19, 2026+1+03
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+0+01
Thu, Oct 22, 2026+1+01
Fri, Oct 23, 2026+1+11
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+2+00
Total+86+3965
  • 1#1 on the list
  • 7Rank that day
  • Not trending
2

    • GitHub trending history

    Where the repository ranked on GitHub Trending, one dot for each day it was on a list

    Sep 6 – Sep 9, 2025Best #9

    #1#5#10#15#20#25
    Top 10
    Apr 2024OctAprOctApr
    The left and right arrow keys step from day to day; Home and End go to the first and the last

    Mentions and achievements

    Where people are talking about Eventual-Inc/Daft, and every badge it has earned
    1. Jul 12 posts

      • One corrupt Parquet file shouldn't kill your overnight batch job. ignore_corrupt_files=True skips bad files and keeps going. Every skipped file surfaces in df.skipped_corrupt_files as (path, reason,…

        Read full on X, posted by @everettkleven

        @everettkleven · x.com

      • Fuzzy matching in Daft v0.7.16. Four string distance functions — levenshtein, jaro, jaro-winkler, damerau-levenshtein. Pure Rust, null-safe, no external deps. Entity resolution, dedup, approximate…

        Read full on X, posted by @everettkleven

        @everettkleven · x.com

    2. 22 days earlier
    3. Jun 93 posts

      • Flight shuffle now compresses with LZ4 by default. Frames are compressed once on the map side and stay compressed across disk and the wire. 1 TB TPC-H repartition sweep: ~10% faster on local NVMe,…

        Read full on X, posted by @everettkleven

        @everettkleven · x.com

      • 🚢 Daft v0.7.15 just shipped. try_cast() converts types without crashing your pipeline — invalid values become null instead of throwing a runtime error. Also in this release: LZ4 flight shuffle…

        Read full on X, posted by @everettkleven

        @everettkleven · x.com

      • Flight shuffle now compresses with LZ4 by default. Frames are compressed once on the map side and stay compressed across disk and the wire. 1 TB TPC-H repartition sweep: ~10% faster on local NVMe…

        Read full on X, posted by @everettkleven

        @everettkleven · x.com

    4. 12 days earlier
    5. May 281 post

      • 做 RAG、训练数据清洗或多模态检索时，数据经常散在 Parquet、图片、音频、视频、HuggingFace 数据集里。预处理脚本越堆越乱，最后很难复用。Daft 是一个面向 AI 和多模态工作负载的数据引擎。 GitHub： 它把这些数据处理任务放进统一的 DataFrame / ETL 管线里，支持 Parquet、Iceberg、Ray 等生态，也能处理非结构化媒体。适合把…

        Read full on X, posted by @wsl8297

        @wsl8297 · x.com

    6. May 261 post

      • Processes structured data alongside images, audio, and video

        Read full on X, posted by @tom_doerr

        @tom_doerr · x.com

    7. May 202 posts

      • 🚢 Daft v0.7.14 has shipped Parquet reader rewrite — up to 17x faster remote reads Streaming distributed limits Native UUIDv7 generation JSON array/object functions

        Read full on X, posted by @everettkleven

        @everettkleven · x.com

      • Distributed limits in v0.7.14 are now streaming. Ray actor holds atomic (skip, take, done) state. Workers claim per morsel, slice in place. When budget is exhausted, scheduler cancels remaining…

        Read full on X, posted by @everettkleven

        @everettkleven · x.com

    8. May 191 post

      • Arrow PyCapsule Interface in v0.7.11. Zero-copy DataFrame exchange between Daft, PyArrow, Polars, cuDF — direct pointers via the C Data Interface. No more serializing through the Python heap. via

        Read full on X, posted by @everettkleven

        @everettkleven · x.com

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