python / python/cpython

`zipimport._zstd_decompress()` repeatedly processes remaining input for concatenated frames

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stdlib type-bug
主要语言
Python
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描述

Bug description

zipimport._zstd_decompress() handles concatenated Zstandard frames by creating a new _zstd.ZstdDecompressor for each frame. Each decompressor is passed the entire remaining compressed suffix, and the next iteration obtains the same suffix, minus the frame just decoded, through unused_data.

As a result, when a zstd-compressed ZIP entry using compression method 93 contains many concatenated frames, most of the compressed input is passed to decompressor calls repeatedly. For N similarly sized frames, the cumulative amount of input handled across those calls grows quadratically rather than linearly with the size of the entry.

Reproducer and local results

import time
import zipimport
from compression import zstd

FRAMES = 64_000

frame = zstd.compress(b"x")
data = frame * FRAMES
input_sizes = []
original = zipimport._get_zstd_decompressor_class()


class RecordingDecompressor:
    def __init__(self, *args, **kwargs):
        self._decompressor = original(*args, **kwargs)

    def __getattr__(self, name):
        return getattr(self._decompressor, name)

    def decompress(self, data, max_length=-1):
        input_sizes.append(memoryview(data).nbytes)
        return self._decompressor.decompress(data, max_length)


zipimport._zstd_decompressor_class = RecordingDecompressor
start = time.perf_counter()
try:
    output = zipimport._zstd_decompress(data)
finally:
    elapsed = time.perf_counter() - start
    zipimport._zstd_decompressor_class = original

print(f"input size: {len(data):,} bytes")
print(f"output size: {len(output):,} bytes")
print(f"decompress calls: {len(input_sizes):,}")
print(f"cumulative input passed: {sum(input_sizes):,} bytes")
print(f"amplification: {sum(input_sizes) / len(data):,.2f}x")
print(f"elapsed: {elapsed:.4f} seconds")

Local result:

input size: 640,000 bytes
output size: 64,000 bytes
decompress calls: 64,000
cumulative input passed: 20,480,320,000 bytes
amplification: 32,000.50x
elapsed: 1.5364 seconds

After fix:

input size: 640,000 bytes
output size: 64,000 bytes
decompress calls: 64,000
cumulative input passed: 640,000 bytes
amplification: 1.00x
elapsed: 0.2333 seconds

CPython versions tested on:

CPython main branch

Operating systems tested on:

Linux

Linked PRs
  • gh-155154

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调研方向

入口点是 zipimport._zstd_decompress();首先运行提供的串联 frame 复现程序,并检查每次解压器调用接收到的输入。完成的标准是输出保持正确,同时传入的累计输入呈线性增长,就像报告中的 1.00x 结果一样。链接的 PR gh-155154 表明相关工作已经在进行中。

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评估

技术栈
python
领域
backend
Issue 类型
缺陷
难度
3/5
预计耗时
1-2 天
活跃度
停滞
描述清晰度
描述清楚
新手友好度
25/100

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