Optimize int add/sub for wide exact ints
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interpreter-core
performance
type-feature
- 主要語言
- Python
- 星號
- 77.2k
- 分支
- 36k
- PR 合併指標
- PR 指標待擷取
描述
CPython has a fast path for compact integers in binary add/sub, but wide exact ints still go through the generic long arithmetic path even when both operands fit in int64_t.
This issue proposes adding a separate fast path for exact PyLong operands that fit in signed 64-bit integers, while preserving the existing compact-int path.
Suggested implementation:
- Keep the current compact-int specialization unchanged.
- Add a separate wide-int path for exact ints that fit in int64_t.
- Preserve current behavior for overflow, subclasses, and other non-exact-int cases.
Motivation:
- Improve performance for wide integer add/sub without affecting the common compact-int hot path.
- Avoid adding new opcodes in the compact-int path.
- Fit within the current interpreter and specialization structure.
Benchmark evidence:
- I prototyped this locally with a benchmark covering compact and wide add/sub cases.
- Wide cases improved substantially, while compact cases remained effectively flat.
- Representative interpreter-only results with JIT disabled:
- add_wide: about 25% faster
- sub_wide: about 35% faster
- add_compact/sub_compact: effectively unchanged
Benchmark script used locally:
"""Microbenchmark compact vs wide int add/sub with pyperf.
Use this with PYTHON_JIT=0 and -S if you want a stable interpreter-only run:
PYTHON_JIT=0 ./python.exe -S Tools/scripts/bench_wide_int_pyperf.py
"""
from __future__ import annotations
import pyperf
def bench_add_compact() -> int:
a = 1
b = 2
return a + b
def bench_add_wide() -> int:
a = 10_000_000_000
b = 1
return a + b
def bench_sub_compact() -> int:
a = 1
b = 2
return a - b
def bench_sub_wide() -> int:
a = 10_000_000_000
b = 1
return a - b
def main() -> None:
runner = pyperf.Runner()
runner.bench_func("add_compact", bench_add_compact)
runner.bench_func("add_wide", bench_add_wide)
runner.bench_func("sub_compact", bench_sub_compact)
runner.bench_func("sub_wide", bench_sub_wide)
if __name__ == "__main__":
main()
Linked PRs
- gh-151290
貢獻指南
從這裡開始
- 先讀完整個 Issue,再讀專案的貢獻指南。
- 在 Issue 下留言說明你要接手 —— 這能避免兩個人做同樣的事。
- Fork 儲存庫,在一個分支上完成修改。
- 送出 Pull Request,並在描述裡引用這個 Issue 編號。
研究方向
先檢視連結的 PR gh-151290,接著檢查 issue 中描述的直譯器特化結構。使用 PYTHON_JIT=0 和 -S 執行 Tools/scripts/bench_wide_int_pyperf.py,以比較 compact 和 wide 的 add/sub 情況。完成的標準是:相容於 int64 的 wide 運算元使用 fast path,同時 compact、overflow、subclass 和 non-exact-int 的行為維持不變。
由索引模型根據 Issue 內容生成。
評估
- 技術堆疊
- python
- 領域
- performance
- Issue 類型
- 重構
- 難度
- 4/5
- 預估耗時
- 3-5 天
- 活躍度
- 停滯
- 描述清晰度
- 基本清楚
- 新手友好度
- 25/100