validators: avoid `urllib.request` at import-time by gudnimg · Pull Request #1416 · python-jsonschema/jsonschema

gudnimg · 2025-10-05T15:42:03Z

The goal with this PR is to help reduce the time required to import the jsonschema module.

On my end calling:

python -X importtime -c "import jsonschema"

Before: 216ms (main)
After: 173ms (this PR)

importtime output (main)

import time: self [us] | cumulative | imported package
import time: 120 | 120 | winreg
import time: 163 | 163 | _io
import time: 38 | 38 | marshal
import time: 165 | 165 | nt
import time: 628 | 992 | _frozen_importlib_external
import time: 930 | 930 | time
import time: 266 | 1195 | zipimport
import time: 51 | 51 | _codecs
import time: 543 | 593 | codecs
import time: 1275 | 1275 | encodings.aliases
import time: 2318 | 4184 | encodings
import time: 787 | 787 | encodings.utf_8
import time: 704 | 704 | encodings.cp1252
import time: 45 | 45 | _signal
import time: 29 | 29 | _abc
import time: 168 | 196 | abc
import time: 144 | 339 | io
import time: 48 | 48 | _stat
import time: 123 | 170 | stat
import time: 813 | 813 | _collections_abc
import time: 102 | 102 | genericpath
import time: 95 | 95 | _winapi
import time: 298 | 495 | ntpath
import time: 592 | 2069 | os
import time: 84 | 84 | _sitebuiltins
import time: 67 | 67 | errno
import time: 748 | 748 | encodings.utf_8_sig
import time: 2465 | 2465 | _distutils_hack
import time: 1628 | 1628 | pywin32_system32
import time: 2189 | 3817 | pywin32_bootstrap
import time: 836 | 836 | sitecustomize
import time: 771 | 771 | usercustomize
import time: 2567 | 13420 | site
import time: 1231 | 1231 | linecache
import time: 1074 | 1074 | warnings
import time: 959 | 959 | __future__
import time: 114 | 114 | itertools
import time: 830 | 830 | keyword
import time: 70 | 70 | _operator
import time: 1044 | 1114 | operator
import time: 864 | 864 | reprlib
import time: 83 | 83 | _collections
import time: 1743 | 4746 | collections
import time: 70 | 70 | _functools
import time: 1553 | 1622 | functools
import time: 920 | 920 | types
import time: 1266 | 8553 | contextlib
import time: 97 | 97 | _datetime
import time: 858 | 954 | datetime
import time: 1815 | 1815 | enum
import time: 2468 | 2468 | _uuid
import time: 1270 | 5553 | uuid
import time: 1791 | 1791 | ipaddress
import time: 66 | 66 | _sre
import time: 736 | 736 | re._constants
import time: 937 | 1672 | re._parser
import time: 618 | 618 | re._casefix
import time: 1174 | 3529 | re._compiler
import time: 926 | 926 | copyreg
import time: 1469 | 5923 | re
import time: 165 | 165 | _typing
import time: 2624 | 2788 | typing
import time: 896 | 896 | _weakrefset
import time: 1085 | 1981 | weakref
import time: 907 | 2888 | copy
import time: 756 | 756 | _ast
import time: 1812 | 2568 | ast
import time: 43 | 43 | _opcode
import time: 1036 | 1036 | _opcode_metadata
import time: 1028 | 2106 | opcode
import time: 1895 | 4000 | dis
import time: 1037 | 1037 | importlib
import time: 96 | 1133 | importlib.machinery
import time: 909 | 909 | token
import time: 45 | 45 | _tokenize
import time: 1425 | 2378 | tokenize
import time: 2863 | 12941 | inspect
import time: 1388 | 17215 | dataclasses
import time: 1040 | 18255 | pprint
import time: 1427 | 1427 | textwrap
import time: 52 | 52 | _heapq
import time: 1056 | 1107 | heapq
import time: 2374 | 2374 | _wmi
import time: 1595 | 3969 | platform
import time: 1292 | 1292 | threading
import time: 1049 | 6310 | attr._compat
import time: 980 | 980 | unicodedata
import time: 646 | 646 | attr._config
import time: 748 | 748 | attr.exceptions
import time: 686 | 1434 | attr.setters
import time: 3014 | 6073 | attr._make
import time: 1055 | 13437 | attr.converters
import time: 730 | 730 | attr.filters
import time: 3854 | 3854 | attr.validators
import time: 771 | 771 | attr._cmp
import time: 735 | 735 | attr._funcs
import time: 664 | 664 | attr._next_gen
import time: 951 | 951 | attr._version_info
import time: 1724 | 22863 | attr
import time: 901 | 901 | attrs.converters
import time: 588 | 588 | attrs.exceptions
import time: 874 | 874 | attrs.filters
import time: 644 | 644 | attrs.setters
import time: 612 | 612 | attrs.validators
import time: 1571 | 28050 | attrs
import time: 978 | 978 | urllib
import time: 62 | 62 | math
import time: 1687 | 2726 | urllib.parse
import time: 1257 | 1257 | rpds.rpds
import time: 1434 | 2691 | rpds
import time: 2156 | 2156 | _socket
import time: 2231 | 4387 | typing_extensions
import time: 647 | 647 | referencing._attrs
import time: 3096 | 3742 | referencing.exceptions
import time: 901 | 901 | referencing.typing
import time: 5604 | 20049 | referencing._core
import time: 1286 | 21335 | referencing
import time: 42 | 21376 | referencing.exceptions
import time: 764 | 764 | jsonschema._utils
import time: 1496 | 72473 | jsonschema.exceptions
import time: 889 | 889 | fqdn
import time: 42 | 42 | _bisect
import time: 881 | 923 | bisect
import time: 1135 | 1135 | idna.idnadata
import time: 653 | 653 | idna.intranges
import time: 1590 | 4299 | idna.core
import time: 607 | 607 | idna.package_data
import time: 1357 | 6263 | idna
import time: 865 | 865 | rfc3987
import time: 896 | 896 | rfc3986_validator
import time: 852 | 852 | rfc3987_syntax
import time: 1015 | 1015 | rfc3339_validator
import time: 885 | 885 | webcolors
import time: 853 | 853 | jsonpointer
import time: 851 | 851 | uri_template
import time: 844 | 844 | isoduration
import time: 1946 | 115145 | jsonschema._format
import time: 1068 | 1068 | numbers
import time: 1035 | 2103 | jsonschema._types
import time: 65 | 65 | _struct
import time: 872 | 937 | struct
import time: 79 | 79 | binascii
import time: 982 | 1997 | base64
import time: 1173 | 1173 | email
import time: 3724 | 3724 | _hashlib
import time: 55 | 55 | _blake2
import time: 960 | 4738 | hashlib
import time: 1402 | 1402 | http
import time: 838 | 838 | email.errors
import time: 37 | 37 | _string
import time: 1274 | 1311 | string
import time: 854 | 2165 | email.quoprimime
import time: 702 | 702 | email.base64mime
import time: 840 | 840 | quopri
import time: 692 | 1531 | email.encoders
import time: 795 | 2326 | email.charset
import time: 1122 | 6313 | email.header
import time: 716 | 716 | email._parseaddr
import time: 885 | 1601 | email.utils
import time: 795 | 8708 | email._policybase
import time: 1060 | 10606 | email.feedparser
import time: 1061 | 11666 | email.parser
import time: 733 | 733 | email._encoded_words
import time: 654 | 654 | email.iterators
import time: 1023 | 2409 | email.message
import time: 1085 | 1085 | select
import time: 1184 | 2269 | selectors
import time: 1691 | 3959 | socket
import time: 2235 | 2235 | _ssl
import time: 2482 | 4716 | ssl
import time: 1969 | 26120 | http.client
import time: 1017 | 1017 | posix
import time: 874 | 874 | posix
import time: 236 | 2125 | posixpath
import time: 933 | 3058 | fnmatch
import time: 89 | 89 | zlib
import time: 877 | 877 | _compression
import time: 971 | 971 | _bz2
import time: 1103 | 2950 | bz2
import time: 1097 | 1097 | _lzma
import time: 922 | 2019 | lzma
import time: 1412 | 9527 | shutil
import time: 42 | 42 | _random
import time: 1216 | 1258 | random
import time: 1172 | 11956 | tempfile
import time: 690 | 690 | urllib.response
import time: 756 | 1445 | urllib.error
import time: 904 | 904 | nturl2path
import time: 2071 | 50400 | urllib.request
import time: 67 | 67 | _json
import time: 962 | 1028 | json.scanner
import time: 1305 | 2333 | json.decoder
import time: 851 | 851 | json.encoder
import time: 1092 | 4275 | json
import time: 1536 | 1536 | referencing.jsonschema
import time: 1034 | 1034 | glob
import time: 1318 | 2351 | pathlib._abc
import time: 896 | 896 | pwd
import time: 949 | 949 | grp
import time: 1188 | 3033 | pathlib._local
import time: 1045 | 6427 | pathlib
import time: 935 | 935 | importlib.resources.abc
import time: 1189 | 8551 | importlib.resources._common
import time: 634 | 634 | importlib.resources._functional
import time: 1135 | 10319 | importlib.resources
import time: 1128 | 11447 | jsonschema_specifications._core
import time: 726 | 726 | importlib.resources._adapters
import time: 644 | 644 | importlib._abc
import time: 199 | 843 | importlib.util
import time: 919 | 919 | zipfile._path.glob
import time: 1398 | 2317 | zipfile._path
import time: 1632 | 4790 | zipfile
import time: 656 | 656 | importlib.resources._itertools
import time: 802 | 6248 | importlib.resources.readers
import time: 766 | 7014 | importlib.readers
import time: 10160 | 30881 | jsonschema_specifications
import time: 1251 | 1251 | _decimal
import time: 826 | 2076 | decimal
import time: 1898 | 3974 | fractions
import time: 878 | 4852 | jsonschema._keywords
import time: 821 | 821 | jsonschema._legacy_keywords
import time: 704 | 704 | jsonschema.protocols
import time: 753 | 1456 | jsonschema._typing
import time: 4052 | 96734 | jsonschema.validators
import time: 1871 | 216925 | jsonschema

importtime output (this PR)

import time: self [us] | cumulative | imported package
import time: 111 | 111 | winreg
import time: 159 | 159 | _io
import time: 36 | 36 | marshal
import time: 171 | 171 | nt
import time: 587 | 952 | _frozen_importlib_external
import time: 912 | 912 | time
import time: 249 | 1161 | zipimport
import time: 48 | 48 | _codecs
import time: 456 | 504 | codecs
import time: 1344 | 1344 | encodings.aliases
import time: 2273 | 4119 | encodings
import time: 682 | 682 | encodings.utf_8
import time: 657 | 657 | encodings.cp1252
import time: 42 | 42 | _signal
import time: 28 | 28 | _abc
import time: 163 | 191 | abc
import time: 140 | 330 | io
import time: 48 | 48 | _stat
import time: 128 | 176 | stat
import time: 715 | 715 | _collections_abc
import time: 79 | 79 | genericpath
import time: 106 | 106 | _winapi
import time: 280 | 464 | ntpath
import time: 610 | 1963 | os
import time: 89 | 89 | _sitebuiltins
import time: 56 | 56 | errno
import time: 746 | 746 | encodings.utf_8_sig
import time: 2388 | 2388 | _distutils_hack
import time: 1596 | 1596 | pywin32_system32
import time: 2087 | 3683 | pywin32_bootstrap
import time: 885 | 885 | sitecustomize
import time: 756 | 756 | usercustomize
import time: 2694 | 13257 | site
import time: 1267 | 1267 | linecache
import time: 974 | 974 | warnings
import time: 837 | 837 | __future__
import time: 107 | 107 | itertools
import time: 955 | 955 | keyword
import time: 69 | 69 | _operator
import time: 979 | 1048 | operator
import time: 850 | 850 | reprlib
import time: 76 | 76 | _collections
import time: 1716 | 4750 | collections
import time: 56 | 56 | _functools
import time: 1192 | 1247 | functools
import time: 963 | 963 | types
import time: 1207 | 8166 | contextlib
import time: 96 | 96 | _datetime
import time: 845 | 941 | datetime
import time: 1932 | 1932 | enum
import time: 2034 | 2034 | _uuid
import time: 1264 | 5229 | uuid
import time: 1877 | 1877 | ipaddress
import time: 64 | 64 | _sre
import time: 731 | 731 | re._constants
import time: 904 | 1635 | re._parser
import time: 605 | 605 | re._casefix
import time: 1140 | 3443 | re._compiler
import time: 823 | 823 | copyreg
import time: 1315 | 5580 | re
import time: 162 | 162 | _typing
import time: 2468 | 2630 | typing
import time: 885 | 885 | _weakrefset
import time: 1049 | 1934 | weakref
import time: 899 | 2832 | copy
import time: 813 | 813 | _ast
import time: 1700 | 2512 | ast
import time: 42 | 42 | _opcode
import time: 989 | 989 | _opcode_metadata
import time: 1231 | 2261 | opcode
import time: 1580 | 3840 | dis
import time: 969 | 969 | importlib
import time: 90 | 1059 | importlib.machinery
import time: 896 | 896 | token
import time: 53 | 53 | _tokenize
import time: 1463 | 2411 | tokenize
import time: 2525 | 12346 | inspect
import time: 1229 | 16406 | dataclasses
import time: 956 | 17362 | pprint
import time: 1493 | 1493 | textwrap
import time: 50 | 50 | _heapq
import time: 912 | 962 | heapq
import time: 2469 | 2469 | _wmi
import time: 1475 | 3943 | platform
import time: 1162 | 1162 | threading
import time: 1006 | 6110 | attr._compat
import time: 964 | 964 | unicodedata
import time: 811 | 811 | attr._config
import time: 702 | 702 | attr.exceptions
import time: 690 | 1391 | attr.setters
import time: 3050 | 6216 | attr._make
import time: 1010 | 13335 | attr.converters
import time: 651 | 651 | attr.filters
import time: 3795 | 3795 | attr.validators
import time: 790 | 790 | attr._cmp
import time: 741 | 741 | attr._funcs
import time: 654 | 654 | attr._next_gen
import time: 958 | 958 | attr._version_info
import time: 1587 | 22508 | attr
import time: 896 | 896 | attrs.converters
import time: 701 | 701 | attrs.exceptions
import time: 606 | 606 | attrs.filters
import time: 591 | 591 | attrs.setters
import time: 580 | 580 | attrs.validators
import time: 1517 | 27395 | attrs
import time: 922 | 922 | urllib
import time: 62 | 62 | math
import time: 1706 | 2690 | urllib.parse
import time: 1192 | 1192 | rpds.rpds
import time: 1314 | 2506 | rpds
import time: 2024 | 2024 | _socket
import time: 2329 | 4352 | typing_extensions
import time: 639 | 639 | referencing._attrs
import time: 2834 | 3473 | referencing.exceptions
import time: 749 | 749 | referencing.typing
import time: 5293 | 19060 | referencing._core
import time: 1266 | 20325 | referencing
import time: 38 | 20363 | referencing.exceptions
import time: 795 | 795 | jsonschema._utils
import time: 1312 | 69680 | jsonschema.exceptions
import time: 898 | 898 | fqdn
import time: 36 | 36 | _bisect
import time: 813 | 848 | bisect
import time: 1419 | 1419 | idna.idnadata
import time: 655 | 655 | idna.intranges
import time: 1409 | 4330 | idna.core
import time: 629 | 629 | idna.package_data
import time: 1278 | 6236 | idna
import time: 837 | 837 | rfc3987
import time: 828 | 828 | rfc3986_validator
import time: 930 | 930 | rfc3987_syntax
import time: 823 | 823 | rfc3339_validator
import time: 841 | 841 | webcolors
import time: 819 | 819 | jsonpointer
import time: 815 | 815 | uri_template
import time: 815 | 815 | isoduration
import time: 1819 | 110590 | jsonschema._format
import time: 1043 | 1043 | numbers
import time: 1072 | 2114 | jsonschema._types
import time: 60 | 60 | _json
import time: 871 | 931 | json.scanner
import time: 1173 | 2103 | json.decoder
import time: 835 | 835 | json.encoder
import time: 1229 | 4166 | json
import time: 1472 | 1472 | referencing.jsonschema
import time: 849 | 849 | posix
import time: 1024 | 1024 | posix
import time: 190 | 2062 | posixpath
import time: 1009 | 3070 | fnmatch
import time: 1054 | 4123 | glob
import time: 1238 | 5361 | pathlib._abc
import time: 851 | 851 | pwd
import time: 1015 | 1015 | grp
import time: 1056 | 2921 | pathlib._local
import time: 966 | 9247 | pathlib
import time: 68 | 68 | zlib
import time: 846 | 846 | _compression
import time: 1018 | 1018 | _bz2
import time: 935 | 2799 | bz2
import time: 930 | 930 | _lzma
import time: 1042 | 1971 | lzma
import time: 1401 | 6238 | shutil
import time: 41 | 41 | _random
import time: 1129 | 1169 | random
import time: 1108 | 8514 | tempfile
import time: 947 | 947 | importlib.resources.abc
import time: 1150 | 19856 | importlib.resources._common
import time: 712 | 712 | importlib.resources._functional
import time: 1320 | 21888 | importlib.resources
import time: 1096 | 22983 | jsonschema_specifications._core
import time: 744 | 744 | importlib.resources._adapters
import time: 62 | 62 | binascii
import time: 692 | 692 | importlib._abc
import time: 215 | 907 | importlib.util
import time: 59 | 59 | _struct
import time: 938 | 997 | struct
import time: 953 | 953 | zipfile._path.glob
import time: 1230 | 2182 | zipfile._path
import time: 1525 | 5672 | zipfile
import time: 611 | 611 | importlib.resources._itertools
import time: 819 | 7102 | importlib.resources.readers
import time: 643 | 7745 | importlib.readers
import time: 9797 | 42739 | jsonschema_specifications
import time: 1253 | 1253 | _decimal
import time: 814 | 2066 | decimal
import time: 1975 | 4041 | fractions
import time: 757 | 4798 | jsonschema._keywords
import time: 756 | 756 | jsonschema._legacy_keywords
import time: 692 | 692 | jsonschema.protocols
import time: 793 | 1485 | jsonschema._typing
import time: 4321 | 58261 | jsonschema.validators
import time: 1842 | 173778 | jsonschema

📚 Documentation preview 📚: https://python-jsonschema--1416.org.readthedocs.build/en/1416/

gudnimg · 2025-10-05T17:38:21Z

These two commits are not really related the changes I wanted to propose. But they were required to get the CI to be green.

4e8328a (pip_audit was failing because of a vulnerability in pip)
48bf15c (Style step in CI was failing because of this)

Did my best to resolve these... please let me know if I should make changes or drop these commits 🙈

Julian · 2025-10-05T17:46:51Z

 """
 session.install("pip-audit", installable)
- session.run("python", "-m", "pip_audit")
+ session.run("python", "-m", "pip_audit", "-r", str(REQUIREMENTS["docs"]))


Thanks, yeah this is related to crate-py/rpds#178 (comment) -- here I think the fix is different a bit from just this.
This noxenv is meant to ensure "things jsonschema depends on do not have open CVEs." -- for that we need to run it not just on the docs requirements file but on each set of dependencies (i.e. each possible way of installing jsonschema), which is what installable represents here (basically it's a packaging extra).
So this isn't exactly right as-is, but my confusion from the comment I linked still leads me to not know what the right fix is here yet, as indeed pipisn't a dependency.

Yeah this commit feels very "hacky" and not a permanent solution. I'm unsure how to fix it though. Should I drop this commit?

Yes maybe that's best and I'll see if I can understand better what the intended fix really is from pip-audit.

Removed 👍

Julian · 2025-10-05T17:49:58Z

(Thanks for also fixing the other 2 issues -- I cherry picked one, and left a comment on the other.)

As for the core of this PR -- I'm OK merging this kind of thing though ideally I'd like a benchmark as well so that it doesn't regress. I have on my (neverending) backlog to set up asv at some point, or some other ongoing benchmarking run -- at very least perhaps we can add a benchmark to the already existing jsonschema/benchmarks collection.

Basically I just want some reminder or baseline to track for imports, so open to ideas as well, but otherwise the change itself is fine with me.

gudnimg · 2025-10-05T18:04:54Z

@Julian thanks for the quick review.

Reason for this change from my end is I've been looking at optimising one step in my Zephyr RTOS firmware build which imports jsonschema in two scripts: zephyrproject-rtos/zephyr#96994 I noticed the import time was the largest for jsonschema :) So I was curious if it could be improved somehow. Saving 50ms on import-time in jsonschema should save at least 200ms total for me which is nice.

Basically I just want some reminder or baseline to track for imports, so open to ideas as well, but otherwise the change itself is fine with me.

Not sure if I can help with the setting up benchmarks pipeline, I'm no Python expert :) I've only seen that Twisted started using codspeed recently https://github.com/twisted/twisted/tree/trunk/benchmarks their codspeed's website say its free for open source projects. It seems to work well but some tests can be flaky. I've not seen/used airspeed velocity (asv) before.

This change improves jsonschema import time by ~50ms. On my end calling: python -X importtime -c "import jsonschema" * Before: 234ms * After: 173ms

Julian · 2025-10-05T18:09:05Z

Yes understandable! I'm of course not asking you to help get a whole benchmarking setup before considering merging -- perhaps just adding a file to https://github.com/python-jsonschema/jsonschema/tree/main/jsonschema/benchmarks called import_benchmark.py, which all it does is time import jsonschema (I guess while clearing out sys.modules each time in a loop to ensure we are really doing something).

If that's something you're comfortable trying great, if not we can worry about it later.

gudnimg · 2025-10-05T18:13:35Z

Sounds reasonable to me :) I try and see if I can create it later tonight.

gudnimg · 2025-10-05T22:33:57Z

I based the script a lot on the test in pandas they use asv.

Running python .\import_benchmark.py --rigorous three times

Before:

Import time (cumulative): Mean +- std dev: 188 ms +- 2 ms
Import time (cumulative): Mean +- std dev: 188 ms +- 2 ms
Import time (cumulative): Mean +- std dev: 188 ms +- 2 ms

After:

Import time (cumulative): Mean +- std dev: 157 ms +- 5 ms
Import time (cumulative): Mean +- std dev: 156 ms +- 3 ms
Import time (cumulative): Mean +- std dev: 157 ms +- 4 ms

The result is easily skewed by heavy CPU activity.

Running python -X importtime -c "import jsonschema" in a Powershell terminal is always a little bit slower. I'm not sure why.

Julian · 2025-10-06T11:20:56Z

Thanks!

gudnimg · 2026-01-07T07:36:21Z

@Julian Hi 👋Any chance to have this improvement released soon? Maybe a point release?

Just thinking it doesn't hurt to ask :)

Julian · 2026-01-07T13:20:47Z

Hey, have just pushed one out!

gudnimg marked this pull request as draft October 5, 2025 16:15

gudnimg temporarily deployed to PyPI October 5, 2025 17:37 — with GitHub Actions Inactive

gudnimg marked this pull request as ready for review October 5, 2025 17:38

Julian reviewed Oct 5, 2025
View reviewed changes

Comment threadjsonschema/tests/test_exceptions.py Outdated

gudnimg added 2 commits October 5, 2025 18:08

validators: avoid urllib.request at import-time
1cab18f
This change improves jsonschema import time by ~50ms. On my end calling: python -X importtime -c "import jsonschema" * Before: 234ms * After: 173ms

Fix test mocking urlopen
a236135

gudnimg temporarily deployed to PyPI October 5, 2025 18:27 — with GitHub Actions Inactive

Add benchmark for import time
1f3616b

gudnimg requested a review from Julian October 5, 2025 22:55

Julian merged commit 594e80d into python-jsonschema:mainOct 6, 2025
84 of 93 checks passed

gudnimg deleted the gudni-urllib-import branch October 6, 2025 12:57

github-actionsBot mentioned this pull request Feb 4, 2026
Update dependency jsonschema to v4.26.0 shakenfist/shakenfist#2971
Merged
1 task

claudeBot mentioned this pull request Feb 25, 2026
Bump jsonschema from 4.25.1 to 4.26.0 Open-Source-Legal/OpenContracts#960
Merged

rtibblesbot mentioned this pull request Mar 1, 2026
chore(deps): bump jsonschema from 4.25.1 to 4.26.0 learningequality/studio#5722
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2 participants

gudnimg commented Oct 5, 2025•
edited
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gudnimg commented Oct 5, 2025•
edited
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