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Significantly speed up parsing netloc in URL objects #1112

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merged 33 commits into from
Sep 6, 2024
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@bdraco bdraco commented Sep 5, 2024

What do these changes do?

Currently to make a URL object that is not already encoded we would call urlsplit to generate a SplitResult, and than we would always call .hostname, .port,.username, and .password, which all have to reparse the netloc each time.

To improve the performance

  • parse out the hostname, port,username, and password one time in a new function _split_netloc which is a slimmed down version of what SplitResult does that only does what we need.
  • wrap _split_netloc in lru_cache the same size as the one urlsplit uses since we tend to see the same netloc over and over again.
  • When URL is created with encoded=False, save the parsed values from the netloc and SplitResult into the cache so they do not have to be calculated again the first time the properties are accessed as it avoids a second call into SplitResult's parsers of the same data.
  • When URL is created with encoded=True, parse the netloc as soon as raw_password, raw_user, raw_host or explict_port are accessed and cache the result of the other values to avoid having to parse again when they are accessed since is almost guaranteed that we will access raw_password if we access raw_user and vise-versa. Same with explict_port and raw_host.

Even on the cache miss case this is much faster because we avoid so many reparses of the same data. For an aiohttp request with url passed as string we would previously have to parse the netloc 8x (4x for the properties to build the netloc, and 4x for the reading the properties back from yarl)

Are there changes in behavior for the user?

The additional LRU will use a tiny bit more memory, but is limited to 128 keys which will make it negligible

# timeit.timeit('URL("http://user:[email protected]?a+b=c+d").raw_host', globals=globals(), number=100000)
1.10.0.dev0: 0.13812883291393518
1.9.11: 0.2996841249987483

# timeit.timeit('URL("http://example.com?a+b=c+d").raw_host', globals=globals(), number=100000)
1.10.0.dev0: 0.11170849995687604
1.9.11: 0.22350204200483859

# timeit.timeit('URL("http://example.com").raw_host', globals=globals(), number=100000)
1.10.0.dev0: 0.09903637506067753
1.9.11: 0.22337879217229784

# timeit.timeit('URL("http://example.com")', globals=globals(), number=100000)
1.10.0.dev0: 0.09579283301718533
1.9.11: 0.16477595805190504

before
new_before

after
new_after

Related issue

#196 (only partially solves the issues mentioned there)

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codecov bot commented Sep 6, 2024

Codecov Report

Attention: Patch coverage is 96.89922% with 4 lines in your changes missing coverage. Please review.

Project coverage is 95.08%. Comparing base (926b9dc) to head (02e72be).
Report is 297 commits behind head on master.

Files with missing lines Patch % Lines
yarl/_url.py 94.52% 4 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##           master    #1112      +/-   ##
==========================================
+ Coverage   95.06%   95.08%   +0.02%     
==========================================
  Files          30       30              
  Lines        4497     4600     +103     
  Branches      396      410      +14     
==========================================
+ Hits         4275     4374      +99     
- Misses        196      200       +4     
  Partials       26       26              
Flag Coverage Δ
CI-GHA 95.04% <96.89%> (+0.02%) ⬆️
MyPy 40.65% <47.61%> (-0.07%) ⬇️
OS-Linux 99.37% <100.00%> (+0.01%) ⬆️
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bdraco commented Sep 6, 2024

Need to look at the aiohttp server case a bit more. In some cases sending an unencoded url beats the pre encoded case depending on what we access because of cache misses and reparse of the same data

yarl/_url.py Outdated Show resolved Hide resolved
@bdraco bdraco changed the title Significantly speed up creating unencoded URL objects Significantly speed up parsing netloc in URL objects Sep 6, 2024
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bdraco commented Sep 6, 2024

Home Assistant test case:

3 min up time (expect startup to resync more data)
2024-09-05 20:21:33.691 CRITICAL (SyncWorker_26) [homeassistant.components.profiler] Cache stats for lru_cache <function URL._split_netloc at 0x7ff8fea02700> at /usr/local/lib/python3.12/site-packages/yarl/_url.py: CacheInfo(hits=2086, misses=123, maxsize=128, currsize=123)
8 min up time
2024-09-05 20:29:30.539 CRITICAL (SyncWorker_50) [homeassistant.components.profiler] Cache stats for lru_cache <function URL._split_netloc at 0x7ff8fea02700> at /usr/local/lib/python3.12/site-packages/yarl/_url.py: CacheInfo(hits=3813, misses=126, maxsize=128, currsize=126)
30 min up time
2024-09-05 20:45:44.736 CRITICAL (SyncWorker_35) [homeassistant.components.profiler] Cache stats for lru_cache <function URL._split_netloc at 0x7ff8fea02700> at /usr/local/lib/python3.12/site-packages/yarl/_url.py: CacheInfo(hits=7608, misses=127, maxsize=128, currsize=127)

new looks like this now:
new_new

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bdraco commented Sep 6, 2024

_url.py is just barely above client_proto.py in the profile now. It was far above it before.

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bdraco commented Sep 6, 2024

Will sleep on this one to see if there is any more coverage that would be good to add

yarl/_url.py Outdated Show resolved Hide resolved
@psf-chronographer psf-chronographer bot added the bot:chronographer:provided There is a change note present in this PR label Sep 6, 2024
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@bdraco bdraco marked this pull request as ready for review September 6, 2024 18:02
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bdraco commented Sep 6, 2024

Retest on Home Assistant production installs looks good

newnew

@bdraco bdraco merged commit bb585b0 into master Sep 6, 2024
47 of 49 checks passed
@bdraco bdraco deleted the split_netloc branch September 6, 2024 18:03
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bdraco commented Sep 7, 2024

3 hours
2024-09-06 23:01:09.034 CRITICAL (SyncWorker_30) [homeassistant.components.profiler] Cache stats for lru_cache <function URL._split_netloc at 0x7f23be2e5940> at /usr/local/lib/python3.12/site-packages/yarl/_url.py: CacheInfo(hits=37364, misses=104, maxsize=128, currsize=104)

for comparison

2024-09-06 23:01:09.032 CRITICAL (SyncWorker_30) [homeassistant.components.profiler] Cache stats for lru_cache <function urlsplit at 0x7f23becb7ce0> at /usr/local/lib/python3.12/urllib/parse.py: CacheInfo(hits=57950, misses=2839, maxsize=128, currsize=128)

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bdraco commented Sep 7, 2024

13 hours

2024-09-07 07:01:46.909 CRITICAL (SyncWorker_32) [homeassistant.components.profiler] Cache stats for lru_cache <function URL._split_netloc at 0x7f4f1c6e6700> at /usr/local/lib/python3.12/site-packages/yarl/_url.py: CacheInfo(hits=157229, misses=129, maxsize=128, currsize=128)

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bdraco commented Sep 7, 2024

17 hours on another HA install
2024-09-07 12:08:06.055 CRITICAL (SyncWorker_7) [homeassistant.components.profiler] Cache stats for lru_cache <function URL._split_netloc at 0x7f23be2e5940> at /usr/local/lib/python3.12/site-packages/yarl/_url.py: CacheInfo(hits=173706, misses=105, maxsize=128, currsize=105)

So its turning out to be a really great use of an LRU

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