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GeezerVison is showing github.com — gh-146192: Add base32 support to binascii by kangtastic · Pull Request #146193 · python/cpython

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@kangtastic

@kangtastic kangtastic commented Mar 20, 2026 •
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Synopsis

Add base32 encoder and decoder functions implemented in C to binascii and use them to greatly improve the performance and reduce the memory usage of the existing base32 codec functions in base64.

No API or documentation changes are necessary with respect to any functions in base64, and all existing unit tests for those functions continue to pass without modification.

Resolves: gh-146192

Discussion

The base32-related functions in base64 are now wrappers for the new functions in binascii, as envisioned in the docs:

The binascii module contains a number of methods to convert between binary and various ASCII-encoded binary representations. Normally, you will not use these functions directly but use wrapper modules like uu or base64 instead. The binascii module contains low-level functions written in C for greater speed that are used by the higher-level modules.

Comments and questions are welcome.

Benchmarks

Benchmark script

# bench_b32.py

# Note: Can be EXTREMELY SLOW on unmodified mainline CPython.

import base64
import sys
import timeit
import tracemalloc

funcs = [(base64.b64encode, base64.b64decode), # sanity check/comparison
         (base64.b32encode, base64.b32decode),
         (base64.b32hexencode, base64.b32hexdecode)]

def mb(n):
    return f"{n / 1024 / 1024:.3f}"

def stats(func, data, t, m):
    name, n, bps = func.__qualname__, len(data), len(data) / t
    print(f"{name:<16}{n:<16}{t:<11.3f}{mb(bps):<13}{mb(m)}")

if __name__ == "__main__":
    print(f"Python {sys.version}\n")
    print(f"function        processed (b)   time (s)   avg (MB/s)   mem (MB)\n")
    data = b"a" * int(sys.argv[1]) * 1024 * 1024
    for fenc, fdec in funcs:
        tracemalloc.start()
        enc = fenc(data)
        menc = tracemalloc.get_traced_memory()[1] - len(enc)
        tracemalloc.stop()
        tenc = timeit.timeit("fenc(data)", number=1, globals=globals())
        stats(fenc, data, tenc, menc)

        tracemalloc.start()
        dec = fenc(enc)
        mdec = tracemalloc.get_traced_memory()[1] - len(dec)
        tracemalloc.stop()
        tdec = timeit.timeit("fdec(enc)", number=1, globals=globals())
        stats(fdec, enc, tdec, mdec)

Unmodified mainline CPython

$ ./python bench_b32.py 16
Python 3.15.0a7+ (heads/main:d357a7dbf38, Mar 19 2026, 23:22:25) [GCC 15.2.0]

function        processed (b)   time (s)   avg (MB/s)   mem (MB)

b64encode       16777216        0.015      1088.370     0.000
b64decode       22369624        0.017      1264.389     0.000
b32encode       16777216        2.308      6.933        17.382
b32decode       26843552        3.389      7.553        27.787
b32hexencode    16777216        2.338      6.843        17.379
b32hexdecode    26843552        3.388      7.557        27.787

With this PR

$ ./python bench_b32.py 16
Python 3.15.0a7+ (heads/base32-accel:72fd0f0302a, Mar 20 2026, 00:04:23) [GCC 15.2.0]

function        processed (b)   time (s)   avg (MB/s)   mem (MB)

b64encode       16777216        0.015      1084.957     0.000
b64decode       22369624        0.016      1363.524     0.000
b32encode       16777216        0.017      967.528      0.000
b32decode       26843552        0.016      1581.002     0.000
b32hexencode    16777216        0.016      995.277      0.000
b32hexdecode    26843552        0.016      1588.353     0.000

Encoding performance is improved by ~150x, decoding performance is improved by ~200x,
and no auxiliary memory is used.


📚 Documentation preview 📚: https://cpython-previews--146193.org.readthedocs.build/

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@bedevere-app bedevere-app Bot mentioned this pull request Mar 20, 2026
C accelerator for Base32 character encoding #146192
Closed
@serhiy-storchaka
serhiy-storchaka requested review from gpshead and serhiy-storchaka March 20, 2026 09:00
@kangtastic
pythongh-146192: Add base32 support to binascii
0a8e4b1
Add base32 encoder and decoder functions implemented in
C to `binascii` and use them to greatly improve the
performance and reduce the memory usage of the existing
base32 codec functions in `base64`.

No API or documentation changes are necessary with
respect to any functions in `base64`, and all existing
unit tests for those functions continue to pass without
modification.

Resolves: pythongh-146192
@serhiy-storchaka

serhiy-storchaka commented Mar 20, 2026

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You can now update your PR, @kangtastic.

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@kangtastic

kangtastic commented Mar 20, 2026

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@serhiy-storchaka Already on it 😄

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@kangtastic
Update PR for python#145981
bf1308f
- Use the new `alphabet` parameter in `binascii`
- Remove `binascii.a2b_base32hex()` and `binascii.b2a_base32hex()`
- Change value for `.. versionadded::` ReST directive in docs for
  new `binascii` functions to "next" instead of "3.15"
@kangtastic
kangtastic force-pushed the base32-accel branch from db96a3f to bf1308f Compare March 20, 2026 16:01
@kangtastic
kangtastic marked this pull request as ready for review March 20, 2026 16:03
@bedevere-app bedevere-app Bot added the awaiting review label Mar 20, 2026
serhiy-storchaka
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I added some suggestions, but the core LGTM.

Please add assertions for new alphabets in test_constants.

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Comment thread Doc/library/binascii.rst Outdated

.. function:: b2a_base32(data, /, *, alphabet=BASE32_ALPHABET)

Convert binary data to a line(s) of ASCII characters in base32 coding,

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It is a single line.

I will add wrapcol in a separate issue.

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Comment thread Doc/library/binascii.rst Outdated

Convert base32 data back to binary and return the binary data.

Valid base32 data:

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This list is incomplete and redundant. I think it is better to follow the example of ascii85 and base85 (with a reference to the RFC). Mention that the mapping is case-sensitive and no optional mapping of the digit "0" and "1" to letters "O", "I" or "l" is used.

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Comment thread Doc/library/binascii.rst Outdated

.. data:: BASE32_ALPHABET

The base32 alphabet according to :rfc:`4648`.

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Suggested change
The base32 alphabet according to :rfc:`4648`.
The Base 32 alphabet according to :rfc:`4648`.

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Comment thread Doc/library/binascii.rst Outdated

.. data:: BASE32HEX_ALPHABET

The "Extended Hex" base32hex alphabet according to :rfc:`4648`.

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Suggested change
The "Extended Hex" base32hex alphabet according to :rfc:`4648`.
The "Extended Hex" Base 32 alphabet according to :rfc:`4648`.

These are the names used in the table 3 and 4 captions in RFC 4648.

Oh, we can even refer directly to the table:

Suggested change
The "Extended Hex" base32hex alphabet according to :rfc:`4648`.
The "Extended Hex" Base 32 alphabet according to :rfc:`4648`, table 4.

Add this also for Base 64 alphabets if you choose this variant.

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@kangtastic kangtastic Mar 21, 2026 •
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I was wondering if this would come up. RFC 4648 uses all four of the terms "Base 32", "Base32", "base 32", and "base32" to refer to this encoding at various points, but it also states e.g.:

This encoding may be referred to as "base32hex". This encoding should not be regarded as the same as the "base32" encoding and should not be referred to as only "base32".

and e.g.:

One property with this alphabet, which the base64 and base32 alphabets lack...

thus implying that "base32" and "base32hex" are preferred, even if the rest of the document doesn't adhere to the implication.

Anyway, I'll refer to it as "Base 32" in docs for now to fit what's already there, and not reference the table number or touch any Base64 stuff so as to keep the scope of this PR limited.

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Comment thread Lib/base64.py Outdated
Comment on lines 212 to 213
if len(s) % 8:
raise binascii.Error('Incorrect padding')

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Should not this be handled in the C code?

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Comment thread Lib/base64.py
_b32rev[alphabet] = {v: k for k, v in enumerate(alphabet)}

def _b32decode_prepare(s, casefold=False, map01=None):
s = _bytes_from_decode_data(s)

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This is only needed if map01 is not None.

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Correction: it is also needed if casefold is true, for input like 'ß' or 'ffi'.

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Comment thread Lib/base64.py Outdated
if alphabet not in _b32rev:
_b32rev[alphabet] = {v: k for k, v in enumerate(alphabet)}

def _b32decode_prepare(s, casefold=False, map01=None):

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I suggest to inline this function. map01 handling is only needed for standard alphabet, and the code for casefold is trivial.

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Comment thread Modules/binascii.c Outdated
*
alphabet: Py_buffer(c_default="{NULL, NULL}") = BASE32_ALPHABET

base32-code line of data.

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Suggested change
base32-code line of data.
Base32-code line of data.

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kangtastic added 2 commits March 21, 2026 07:56
@kangtastic
Address reviewer feedback
a9a7d26
- Update docs to refer to "Base 32" and "Base32"
- Update docs to better explain `binascii.a2b_base32()`
- Inline helper function in `base64`
- Add forgotten tests for presence of alphabet module globals
@kangtastic
Update generated files
6f80c54
gpshead
gpshead reviewed Mar 22, 2026
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Comment thread Doc/library/binascii.rst Resolved

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Comment thread Doc/library/binascii.rst Resolved

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Please add also the What's New entry.

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Comment thread Doc/library/binascii.rst Resolved

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Comment thread Doc/library/binascii.rst Outdated
* Contains no excess data after padding (including excess padding, newlines, etc.).
* Does not start with padding.
.. note::
By default, this function does not map lowercase characters (which are

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Remove "by default". There are no options for non-default behavior.

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@kangtastic kangtastic Mar 22, 2026

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Wouldn't the user specifying an alternative alphabet be a non-default behavior?

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It does not allow to map several characters to the same code.

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It would work for folding 100% lowercase input. Maybe "By itself" instead of "By default"? But I don't mind removing it since it's such a rare hypothetical.

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Comment thread Lib/base64.py
_b32rev[alphabet] = {v: k for k, v in enumerate(alphabet)}

def _b32decode_prepare(s, casefold=False, map01=None):
s = _bytes_from_decode_data(s)

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Correction: it is also needed if casefold is true, for input like 'ß' or 'ffi'.

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Comment thread Lib/test/test_binascii.py Resolved

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kangtastic added 2 commits March 22, 2026 02:20
@kangtastic
Address more reviewer feedback
4c82070
- Revise docs
- Add whatsnew entry
- Minor whitespace change in tests
@kangtastic
Rename references to groups of 5 and 8 bytes
58707ea
Referring to a group of 8 bytes as an "octet" may cause
confusion, because the term is already commonly used in
some languages to refer to a group of 8 bits (i.e. a byte).

"Octa" is a suitable preexisting alternative for a group of
64 bits [1] (used by Knuth himself, at that). "Octad" was
considered, but it, too, historically refers to a byte.

Also rename "quintet" to "quint". "Pentad" was considered,
but it historically refers to a group of 5 bits.

[1] https://en.wikipedia.org/wiki/Units_of_information
@kangtastic
kangtastic requested a review from AA-Turner as a code owner March 22, 2026 09:43
serhiy-storchaka
serhiy-storchaka approved these changes Mar 22, 2026
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LGTM. 👍

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@bedevere-app bedevere-app Bot added awaiting merge and removed awaiting review labels Mar 22, 2026
kangtastic added 2 commits March 22, 2026 07:26
@kangtastic
Minor polishing changes
e3ee6df
- Reword NEWS.d entry to "Base32" instead of "base-32".
  No prior entries have ever mentioned "base-64", etc.,
  but they have mentioned "Base64", etc., so this is
  more consistent.

- Reword whatsnew entry to "Base32" instead of "Base 32".
  No prior entries have ever mentioned "Base 64", etc.,
  and there is an entry a little further up mentioning
  "Ascii85, Base85, and Z85", so this is more consistent.

- Add a whatsnew entry in Optimizations > base64 & binascii
  section.

- Whitespace change in `binascii.c`.
@kangtastic
binascii.c: Modify exception behavior on invalid encoded length
6c9db0d
When decoding invalid length (1, 3 or 6 mod 8) + no padding,
mention the invalid length instead of the improper padding in
the exception message to match what the base64 decoder does.

Additionally, move the logic for setting the exception message
(back) outside the "slow path" loop; if we do end up checking
canonicity of decoder input, it will feel (subjectively) better
to have several checks grouped together after the loop.
serhiy-storchaka
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nice work!

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@serhiy-storchaka
serhiy-storchaka merged commit b4e5bc2 into python:main Mar 22, 2026
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@kangtastic

kangtastic commented Mar 23, 2026

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@serhiy-storchaka, @gpshead, thanks for the quick review! Doing more of this sort of thing might be fun. Stay safe out there.

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CuriousLearner added a commit to CuriousLearner/cpython that referenced this pull request Mar 23, 2026
@CuriousLearner
Merge branch 'main' of github.com:python/cpython into fix-pythongh-13…
3e05fa3
…8577

* 'main' of github.com:python/cpython:
  pythongh-146197: Run -m test.pythoninfo on the Emscripten CI (python#146332)
  pythongh-146325: Use `test.support.requires_fork` in test_fastpath_cache_cleared_in_forked_child (python#146330)
  pythongh-146197: Add Emscripten to CI (python#146198)
  pythongh-143387: Raise an exception instead of returning None when metadata file is missing. (python#146234)
  pythongh-108907: ctypes: Document _type_ codes (pythonGH-145837)
  pythongh-146175: Soft-deprecate outdated macros; convert internal usage (pythonGH-146178)
  pythongh-146056: Rework ref counting in treebuilder_handle_end() (python#146167)
  Add a warning about untrusted input to `configparser` docs (python#146276)
  pythongh-145264: Do not ignore excess Base64 data after the first padded quad (pythonGH-145267)
  pythongh-146308: Fix error handling issues in _remote_debugging module (python#146309)
  pythongh-146192: Add base32 support to binascii (pythonGH-146193)
  pythongh-135953: Properly obtain main thread identifier in Gecko Collector (python#146045)
  pythongh-143414: Implement unique reference tracking for JIT, optimize unpacking of such tuples (pythonGH-144300)
  pythongh-146261: Fix bug in `_Py_uop_sym_set_func_version` (pythonGH-146291)
  pythongh-145144: Add more tests for UserList, UserDict, etc (pythonGH-145145)
  pythongh-143959: Fix test_datetime if _datetime is unavailable (pythonGH-145248)
  pythongh-146245: Fix reference and buffer leaks via audit hook in socket module (pythonGH-146248)
  pythongh-140049: Colorize exception notes in `traceback.py` (python#140051)
  Update docs for pythongh-146056 (pythonGH-146213)
@pablogsal pablogsal mentioned this pull request Apr 4, 2026
gh-130273: Fix traceback color output with unicode characters #142529
Merged
ljfp pushed a commit to ljfp/cpython that referenced this pull request Apr 25, 2026
@kangtastic @ljfp
pythongh-146192: Add base32 support to binascii (pythonGH-146193)
c084ba3
Add base32 encoder and decoder functions implemented in
C to the binascii module and use them to greatly improve the
performance and reduce the memory usage of the existing
base32 codec functions in the base64 module.
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@gpshead gpshead gpshead approved these changes
@serhiy-storchaka serhiy-storchaka serhiy-storchaka approved these changes
@AA-Turner AA-Turner Awaiting requested review from AA-Turner AA-Turner is a code owner

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