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python pandas 库的加速方案之一

active 2023-10-122026-01-03 (UTC)

Complete coverage26,746 / 26,746 hourly files (100%) · 2 absent upstream2023-08-152026-09-02 (UTC)
Events
1.4K
Pushes
36
Pull requests
0
Issues
119
Stars
924
Forks
29

Activity over time

Daily event counts in the loaded window

Line chart, 815 days from 2023-10-12 to 2026-01-03. Pushes: 36 total, peak 8 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 119 total, peak 4 in a day. Comments: 262 total, peak 18 in a day. Stars: 924 total, peak 84 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
qsourav156250114
k-ishizaka3910023
xxsl250012
weidinger-c190014
ButteryPaws150011
MarcoGorelli12007
AzizNadirov10009
gabriel-berardi6005
harsh5004000
iszk12154002
EED854002
tunprimus4001
github-shamada4002
RgC20234002
Liripo4003
ChaitanyaK773001
miraculixx3001
kuri-menu3001
hanslovsky3002
saurabh-NECI3001

Recent activity

Latest issues, pull requests and releases

  • Issue comment#80qsourav2025-12-18 07:41
    Observed performance and memory differences between Fireducks and pandas in E2E workflow
  • Issue#80jaju72025-12-17 13:38
    Observed performance and memory differences between Fireducks and pandas in E2E workflow
  • Issue#66ButteryPaws2025-11-06 14:08
    The rolling method of fireducks.pandas.frame.DataFrame does not support window argument of type timedelta, str or offset
  • Issue comment#78qsourav2025-09-24 09:36
    Different result between Fireducks and original Pandas on rolling().std() function
  • Issue#78qsourav2025-09-24 09:36
    Different result between Fireducks and original Pandas on rolling().std() function
  • Issue comment#67eoincondron2025-09-17 07:40
    importError undefined symbol: _ZNK5arrow6Status8ToStringEv
  • Issue comment#73qsourav2025-09-04 09:18
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#73ButteryPaws2025-09-04 07:39
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue#73ButteryPaws2025-09-04 07:39
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#74qsourav2025-09-01 11:38
    suggest add sql support in fireducks
  • Issue comment#67qsourav2025-09-01 11:37
    importError undefined symbol: _ZNK5arrow6Status8ToStringEv
  • Issue comment#69qsourav2025-09-01 11:33
    Memory not released when deleting or clearing Fireducks DataFrame
  • Issue#69qsourav2025-09-01 11:33
    Memory not released when deleting or clearing Fireducks DataFrame
  • Issue comment#73ButteryPaws2025-09-01 05:45
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#78KanTakahiro2025-08-27 07:46
    Different result between Fireducks and original Pandas on rolling().std() function
  • Issue comment#77qsourav2025-08-26 02:25
    ddofborg: Evaluation with FireDucks
  • Issue comment#73ButteryPaws2025-08-12 10:01
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#73qsourav2025-08-12 08:13
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#73ButteryPaws2025-08-12 05:37
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#73qsourav2025-08-12 00:28
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#73ButteryPaws2025-08-11 10:26
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#49qsourav2025-08-06 23:18
    Memory problems
  • Issue comment#69qsourav2025-08-06 23:17
    Memory not released when deleting or clearing Fireducks DataFrame
  • Issue comment#73qsourav2025-07-22 14:55
    Fireducks is 2 to 3 times slower than Pandas for my algorithm
  • Issue comment#73ButteryPaws2025-07-18 08:41
    Fireducks is 2 to 3 times slower than Pandas for my algorithm

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 924 stars here means stars gained during the window, not the repo's star count.