π β οΈ This will be the last release of chardet to support Python 2.7. chardet 5.0 will only support 3.6+ β οΈ
π This release is multiple years in the making, and provides some quality of life improvements to chardet. The primary user-facing changes are:
π 1. Single-byte charset probers now use nested dictionaries under the hood, so they are usually a little faster than before. (See #121 for details)
CharsetGroupProber class now properly short-circuits when one of the probers in the group is considered a definite match. This lead to a substantial speedup.chardet.detect_all function that returns a list of possible encodings for the input with associated confidences.
π 4. We have dropped support for Python 2.6, 3.4, and 3.5 as they are all past end-of-life.π The changes in this release have also laid the groundwork for retraining the models to make them more accurate, and to support some more encodings/languages (see #99 for progress). This is our main focus for chardet 5.0 (beyond dropping Python 2 support).
β Running on a MacBook Pro (15-inch, 2018) with 2.2GHz 6-core i7 processor and 32GB RAM
Benchmarking chardet 3.0.4 on CPython 3.7.5 (default, Sep 8 2020, 12:19:42)
[Clang 11.0.3 (clang-1103032.62)]
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Calls per second for each encoding:
ascii: 25559.439366240098
big5: 7.187002209518091
cp932: 4.71090956645177
cp949: 2.937256786994428
euc-jp: 4.870580412090848
euc-kr: 6.6910755971933416
euc-tw: 87.71098043480079
gb2312: 6.614302607154443
ibm855: 27.595893549680685
ibm866: 29.93483661732791
iso-2022-jp: 3379.5052775763434
iso-2022-kr: 26181.67290886392
iso-8859-1: 120.63424740403983
iso-8859-5: 32.65106262196898
iso-8859-7: 62.480089080556084
koi8-r: 13.72481001727257
maccyrillic: 33.018537255804496
shift_jis: 4.996013583677438
tis-620: 14.323112928341818
utf-16: 166771.53081510935
utf-32: 198782.18009478672
utf-8: 13.966236809766901
utf-8-sig: 193732.28637413395
windows-1251: 23.038910006925768
windows-1252: 99.48409117053738
windows-1255: 6.336261495718825
Total time: 357.05358052253723s (10.054513372323958 calls per second)
Benchmarking chardet 4.0.0 on CPython 3.7.5 (default, Sep 8 2020, 12:19:42)
[Clang 11.0.3 (clang-1103032.62)]
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Calls per second for each encoding:
ascii: 38176.31067961165
big5: 12.86915132656389
cp932: 4.656400877065864
cp949: 7.282976434315926
euc-jp: 4.329381447610525
euc-kr: 8.16386823884839
euc-tw: 90.230745070368
gb2312: 14.248865889128146
ibm855: 33.30225548069821
ibm866: 44.181691968506
iso-2022-jp: 3024.2295767539117
iso-2022-kr: 25055.57945041816
iso-8859-1: 59.25262902122995
iso-8859-5: 39.7069713674529
iso-8859-7: 61.008422013862194
koi8-r: 41.21560517643845
maccyrillic: 31.402474369805002
shift_jis: 4.9091652743515155
tis-620: 14.408875278821073
utf-16: 177349.00634249471
utf-32: 186413.51111111112
utf-8: 108.62174360115105
utf-8-sig: 181965.46637744035
windows-1251: 43.16933400329809
windows-1252: 211.27653358317968
windows-1255: 16.15113643694104
Total time: 268.0230791568756s (13.394368915143872 calls per second)
π Thank you to @aaaxx, @edumco, @hrnciar, @hroncok, @jdufresne, @mdamien, @saintamh , @xeor for submitting pull requests, to all of our users for being patient with how long this release has taken.
π This minor bugfix release just fixes some packaging and documentation issues:
setup.py where pytest_runner was always being installed. (PR #119, thanks @zmedico)test.py is included in the manifest (PR #118, thanks @zmedico)π This bugfix release fixes a crash in the EUC-TW prober when it encountered certain strings (Issue #67).
π This release is long overdue, but still mostly serves as a placeholder for the impending 4.0.0 release, which will have retrained models for better accuracy. For now, this release will get the following improvements up on PyPI:
'rb' for chardetect CLI. (PR #38, thanks @lpsinger)chardetect crash with non-ascii file names (PR #39, thanks @nkanaev)mTypicalPositiveRatio, and instead typical_positive_ratio)filter_without_english_words to filter_international_words and make it match current Mozilla implementation (PR #44, thanks @rsnair2)filter_english_letters to match C implementation (c665459)hypotheis-based test (PR #66, thanks @DRMacIver)bytes.decode() (PR #73, thanks @snoack)chardetect when encoding is detected instead of looping through entire file (PR #103, thanks @jpz)bytearray objects internally instead of wrap_ord calls, which provides a nice performance boost across the board (PR #106)language property to probers and UniversalDetector results (PR #180)π In this release, we:
chardetect to use argparse for argument parsing.gh-pages branch. You can now access them at http://chardet.github.io.π Fix missing paren in chardetect.py
π First version after merger with charade. Loads of little changes.