sys.settrace suffers quadratic behavior for large dictionary literals on 3.12+
還沒有人認領這個 Issue。
- 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
Bug report
Bug description:
Using a trace function with sys.settrace, performance suffers when importing a large dictionary literal. The performance exhibits quadratic time complexity on 3.12 and up. It is fine on 3.11.
This originated with a coverage.py bug report: https://github.com/nedbat/coveragepy/issues/1906
To reproduce, create make_mapping.py:
"""
Create a really large dict to import.
"""
import random
print("MAPPING = {")
for n in range(25_000):
print(f" '{n:08d}': {n},")
print("}")
and trace_it.py:
import linecache, sys, time
t0 = tlast = time.monotonic_ns()
def trace(frame, event, arg):
global tlast
if "mapping.py" in frame.f_code.co_filename:
lineno = frame.f_lineno
now = time.monotonic_ns()
print("{:12d} ({}): {} {:05d}".format(
now - t0, now - tlast,
event[:4], lineno,
))
tlast = now
return trace
print(sys.version)
sys.settrace(trace)
import mapping
Then, create the large mapping, and run trace_it.py on multiple versions, and look at the timings:
python3 make_mapping.py > mapping.py
python3.11 trace_it.py > 11.out
python3.12 trace_it.py > 12.out
python3.13 trace_it.py > 13.out
python3.14 trace_it.py > 14.out
grep 'line \d[05]000' *.out
These are the results I see. The parenthetical numbers are nanoseconds since the last output line:
11.out: 76131833 (1917): line 05000
11.out: 86116875 (917): line 10000
11.out: 96115250 (917): line 15000
11.out: 106099958 (958): line 20000
11.out: 116161416 (875): line 25000
12.out: 803728958 (148833): line 05000
12.out: 3009835500 (293042): line 10000
12.out: 6750690750 (444833): line 15000
12.out: 11966781625 (596292): line 20000
12.out: 18720473667 (739000): line 25000
13.out: 443250333 (75125): line 05000
13.out: 1565451416 (147583): line 10000
13.out: 3447408625 (220625): line 15000
13.out: 6130466958 (294458): line 20000
13.out: 9455595416 (370500): line 25000
14.out: 445441625 (89291): line 05000
14.out: 1556189584 (152250): line 10000
14.out: 3410512125 (220625): line 15000
14.out: 6007919334 (366584): line 20000
14.out: 9369414792 (375083): line 25000
CPython versions tested on:
3.11, 3.12, 3.13, 3.14
Operating systems tested on:
macOS
Linked PRs
- gh-128350
- gh-129127
- gh-132268
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
首先,在列出的 Python 版本上使用 sys.settrace 執行 make_mapping.py 和 trace_it.py,然後比較每個 5,000 行間隔處的計時輸出。在進一步調查之前,先檢視已連結的 PR gh-128350、gh-129127 和 gh-132268;完成的標準是大型 dictionary 匯入在 tracing 下不再顯示二次時間複雜度。
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
- 缺陷
- 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
- 30/100