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Improve memory efficiency by discarding references to objects immedia…
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…tely

When "killing" or "removing" elements from a tree, it's important
not to keep references to them in the lists where they're
collected.

Without this, the memory consumption was quadratic because the
tails in this case were combined into parents'/previous'
elements' tails and the original ones could not be removed as we
kept the references to the elements in the _kill and _remove lists.

For more info see: https://bugs.launchpad.net/lxml/+bug/1889653

Co-authored-by: Miro Hrončok <miro@hroncok.cz>
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frenzymadness and hroncok committed Aug 29, 2024
1 parent da9d66c commit 89b2b3d
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Showing 4 changed files with 45 additions and 11 deletions.
19 changes: 10 additions & 9 deletions lxml_html_clean/clean.py
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,7 @@

import copy
import re
from collections import deque
from urllib.parse import urlsplit, unquote_plus

from lxml import etree
Expand Down Expand Up @@ -383,8 +384,8 @@ def __call__(self, doc):
if self.annoying_tags:
remove_tags.update(('blink', 'marquee'))

_remove = []
_kill = []
_remove = deque()
_kill = deque()
for el in doc.iter():
if el.tag in kill_tags:
if self.allow_element(el):
Expand All @@ -398,22 +399,22 @@ def __call__(self, doc):
if _remove and _remove[0] == doc:
# We have to drop the parent-most tag, which we can't
# do. Instead we'll rewrite it:
el = _remove.pop(0)
el = _remove.popleft()
el.tag = 'div'
el.attrib.clear()
elif _kill and _kill[0] == doc:
# We have to drop the parent-most element, which we can't
# do. Instead we'll clear it:
el = _kill.pop(0)
el = _kill.popleft()
if el.tag != 'html':
el.tag = 'div'
el.clear()

_kill.reverse() # start with innermost tags
for el in _kill:
el.drop_tree()
for el in _remove:
el.drop_tag()
while _kill:
_kill.popleft().drop_tree() # popleft to start with innermost elements

while _remove:
_remove.pop().drop_tag()

if self.remove_unknown_tags:
if allow_tags:
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13 changes: 13 additions & 0 deletions tests/test_clean.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@

import lxml.html
from lxml_html_clean import Cleaner, clean_html
from .utils import peak_memory_usage


class CleanerTest(unittest.TestCase):
Expand Down Expand Up @@ -333,3 +334,15 @@ def test_ascii_control_chars_removed(self):
expected = """<a href="">Link</a>"""
cleaner = Cleaner()
self.assertEqual(expected, cleaner.clean_html(html))

def test_memory_usage_many_elements_with_long_tails(self):
comment = "<!-- foo bar baz -->\n"
empty_line = "\t" * 10 + "\n"
element = comment + empty_line * 10
content = element * 5_000
html = f"<html>{content}</html>"

cleaner = Cleaner()
mem = peak_memory_usage(cleaner.clean_html, html)

self.assertTrue(mem < 10, f"Used {mem} MiB memory, expected at most 10 MiB")
18 changes: 18 additions & 0 deletions tests/utils.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
import unittest


def peak_memory_usage(func, *args, **kwargs):
"""
Monitor the memory usage of a function and return the peak memory used, in MiB.
"""
try:
from memory_profiler import memory_usage # type: ignore
except ImportError:
raise unittest.SkipTest("memory-profiler is not available")

try:
mem_usage = memory_usage((func, args, kwargs), interval=0.1, timeout=None)
except MemoryError:
return float("inf")
peak_memory = max(mem_usage) - min(mem_usage)
return peak_memory
6 changes: 4 additions & 2 deletions tox.ini
Original file line number Diff line number Diff line change
Expand Up @@ -4,9 +4,11 @@ skipsdist = True

[testenv]
commands =
python -m unittest tests.test_clean
python -m unittest -v tests.test_clean
python -m doctest tests/test_clean_embed.txt tests/test_clean.txt tests/test_autolink.txt
deps = lxml
deps =
lxml
memory_profiler

[testenv:mypy]
commands =
Expand Down

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