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[TKDE'25] This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners. Official repo for A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?

active 2024-08-122026-08-06 (UTC)

Partial coverage19,237 / 24,798 hourly files (78%) · 2 absent upstream · 5,558 failed, retryable2023-10-142026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
742
Pushes
47
Pull requests
0
Issues
2
Stars
657
Forks
32

Activity over time

Daily event counts in the loaded window

Line chart, 725 days from 2024-08-12 to 2026-08-06. Pushes: 47 total, peak 3 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 2 total, peak 1 in a day. Comments: 3 total, peak 2 in a day. Stars: 657 total, peak 12 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
Apricity-lxy444202
BugMaker-Boyan3300
Thanksyy1000
sersoage1000
tshu-w1001
DobbySquirrel1100

Recent activity

Latest issues, pull requests and releases

  • Issue comment#2Apricity-lxy2025-02-19 02:18
    Update DBCopilot
  • Issue comment#2tshu-w2025-02-19 01:56
    Update DBCopilot
  • Issue#1Thanksyy2024-08-16 17:40
    Add sandbox resources like https://github.com/supabase-community/postgres-new/tree/main/apps/postgres-new
  • Issue comment#1Apricity-lxy2024-08-15 09:02
    Add sandbox resources like https://github.com/supabase-community/postgres-new/tree/main/apps/postgres-new
  • Issue#1sersoage2024-08-13 03:09
    Add sandbox resources like https://github.com/supabase-community/postgres-new/tree/main/apps/postgres-new

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 657 stars here means stars gained during the window, not the repo's star count.