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SnapDB columnar is already the lowest-memory engine and beats SQLite on full-scan aggregation, but a NumPy-backed engine
still wins pure vectorized math (see honest benchmark in README).
Plan: when numpy ...
enhancement
interoperability
performance
Observed: row-store bulk insert is much slower than columnar (see benchmarks/bench_suite.py). Root cause:
SnapDB._expand() grows the file by exactly one page and close()/reopens the mmap on every expansion, ...
enhancement
performance
Deferred from #5.
Why deferred: PEP 669 sys.monitoring is Python 3.12+ only and is observability tooling with little impact on core engine
speed — it was out of scope for the v0.6.0 performance/correctness/durability ...
enhancement
observability
Deferred from #3 to keep v0.6.0 focused and reliable.
Why deferred: SnapDB already ships delta encoding (monotonic columns). FOR (store min once, bit-pack offsets) overlaps
that machinery and would add ...
enhancement
memory
performance
@DulceAM3B
Descripción
Crear el servicio Web en Render y desplegar la API Express.
Pasos:
1. Crear servicio Web en Render conectado al repo.
2. Root directory: apps/api.
3. Build command: npm install. ...
Auto-filed by SuperPlane incident commander
Incident Summary:
Checkout users are experiencing 100% failures (error_rate: 1) with HTTP 504 timeouts (p95 latency_ms: 3,026.76) because
checkout-service waits ...
incident
验证步骤
- [x] 我已经阅读了 文档,了解所有我编写的配置文件项的含义,而不是大量堆砌看似有用的选项或默认值。
- [x] 我仔细看过 文档 并未解决问题
- [x] 我已在 Issue Tracker 中寻找过我要提出的问题,并且没有找到
- [ ] 我是中文用户,而非其他语言用户
- [x] 我已经使用最新的 Alpha 分支版本测试过,问题依旧存在
- [x] 我提供了可以在本地重现该问题的服务器、客户端配置文件与流程,而不是一个脱敏的复杂客户端配置文件。 ...
bug
Dear authors,
Thank you for your excellent work and for releasing the code.
I am trying to reproduce the results on RSICD. Under the clean/no-noise setting, my reproduced results are close to the
reported ...
Parent
#490
What to build
Document the preview-all broad-folder dry-run workflow, the read-only guarantees, duplicate semantics, metrics, and
residual operational limitations.
Acceptance criteria
...
ready-for-agent
이 이슈는 매 자동 점검마다 갱신되는 살아있는 대시보드(SSOT) 입니다. 마지막 점검: 2026-06-28.
한눈에 — 이번 점검 요약
- 핵심이슈 35 · 모순 61 · 자동정정 3
- 마일스톤 7개 점검: M1 정렬 양호 · M2/M3 표면 정렬되나 완료정의·일정 흔들림 · M4·M5 빈 껍데기(0%) · M6 판정기준 부재
- 가장 큰 ...

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