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Speeds up common construction of both objects. Enables optimizing
construction off uniquely referenced temporary objects.
Previously the argument tuples / dictionaries required by the call
protocol resulted in arguments never being unique temporaries. With
vectorcall they can be. Avoid copying by adopting the existing
allocation when possible.
Benchmark
Run on my linux dev machine: PGO+LTO, clang 23, --with-tail-call-interp
(note: AI Written, but I think sufficiently representative)
```python
"""bytes() and bytearray() construction.
temp/ passes a unique temporary (adopted, no copy); named/ binds the same
source to a name first so it is always copied.
"""
import pyperf
runner = pyperf.Runner()
runner.timeit('call/bytes()', 'bytes()')
runner.timeit('call/bytes(int)', 'bytes(16)')
runner.timeit('call/bytes(bytes)', "bytes(b'abcdefghabcdefgh')")
runner.timeit("call/bytes(str, 'ascii')", "bytes('abcdefgh', 'ascii')")
runner.timeit('call/bytearray()', 'bytearray()')
runner.timeit('call/bytearray(int)', 'bytearray(16)')
runner.timeit('call/bytearray(bytes)', "bytearray(b'abcdefghabcdefgh')")
runner.timeit("call/bytearray(str, 'ascii')",
"bytearray('abcdefgh', 'ascii')")
for size_name, size in (('16B', 16), ('4KiB', 4096), ('1MiB', 1 << 20)):
# Slicing in the statement makes a fresh unique temporary.
setup = f"b = b'x' * {size}; ba = bytearray(b)"
runner.timeit(f'temp/bytes(bytearray) {size_name}',
'bytes(ba[1:])', setup)
runner.timeit(f'named/bytes(bytearray) {size_name}',
'x = ba[1:]; bytes(x); del x', setup)
runner.timeit(f'temp/bytearray(bytes) {size_name}',
'bytearray(b[1:])', setup)
runner.timeit(f'named/bytearray(bytes) {size_name}',
'x = b[1:]; bytearray(x); del x', setup)
runner.timeit(f'temp/bytearray(bytearray) {size_name}',
'bytearray(ba[1:])', setup)
runner.timeit(f'named/bytearray(bytearray) {size_name}',
'x = ba[1:]; bytearray(x); del x', setup)
```
| Benchmark | main | patch |
|---------------------------------|:-------:|:----------------------:|
| temp/bytearray(bytearray) 1MiB | 515 us | 14.9 us: 34.53x faster |
| temp/bytearray(bytes) 1MiB | 508 us | 14.8 us: 34.27x faster |
| temp/bytes(bytearray) 1MiB | 507 us | 14.9 us: 34.05x faster |
| temp/bytearray(bytes) 4KiB | 144 ns | 79.5 ns: 1.81x faster |
| temp/bytearray(bytearray) 4KiB | 155 ns | 94.7 ns: 1.63x faster |
| temp/bytearray(bytes) 16B | 56.4 ns | 36.1 ns: 1.56x faster |
| temp/bytes(bytearray) 4KiB | 150 ns | 96.4 ns: 1.55x faster |
| temp/bytearray(bytearray) 16B | 64.1 ns | 47.3 ns: 1.35x faster |
| call/bytes() | 14.7 ns | 11.1 ns: 1.32x faster |
| call/bytes(int) | 31.5 ns | 24.3 ns: 1.29x faster |
| call/bytes(str, 'ascii') | 36.9 ns | 28.7 ns: 1.28x faster |
| call/bytes(bytes) | 34.3 ns | 27.3 ns: 1.26x faster |
| temp/bytes(bytearray) 16B | 59.4 ns | 49.5 ns: 1.20x faster |
| call/bytearray(str, 'ascii') | 45.6 ns | 39.1 ns: 1.17x faster |
| call/bytearray(bytes) | 44.3 ns | 38.9 ns: 1.14x faster |
| call/bytearray(int) | 41.7 ns | 37.3 ns: 1.12x faster |
| named/bytearray(bytes) 16B | 59.6 ns | 54.4 ns: 1.10x faster |
| named/bytes(bytearray) 16B | 61.3 ns | 56.2 ns: 1.09x faster |
| named/bytearray(bytearray) 16B | 65.3 ns | 60.9 ns: 1.07x faster |
| named/bytes(bytearray) 4KiB | 154 ns | 148 ns: 1.04x faster |
| call/bytearray() | 22.1 ns | 21.4 ns: 1.03x faster |
| named/bytearray(bytearray) 4KiB | 156 ns | 151 ns: 1.03x faster |
| named/bytearray(bytes) 4KiB | 146 ns | 143 ns: 1.02x faster |
| Geometric mean | (ref) | 1.77x faster |
Benchmark hidden because not significant (3): named/bytes(bytearray) 1MiB,
named/bytearray(bytes) 1MiB, named/bytearray(bytearray) 1MiB
cmaloney
commented
Oct 7, 2026
| /* Adopt unique temporary bytearray rather than copying. */ | ||
| else if (PyByteArray_CheckExact(x) | ||
| && PyUnstable_Object_IsUniqueReferencedTemporary(x)) { | ||
| bytes = PyObject_CallMethodNoArgs(x, &_Py_ID(take_bytes)); |
Contributor
Author
There was a problem hiding this comment.
note: bytearray is an immutable type so I don't think this can be overridden easily to do arbitrary other things. Can export and direct call into the C if that is preferred.
>>> a = bytearray()
>>> def tb_test(self):
... return b"abc"
...
>>> a.take_bytes = tb_test
Traceback (most recent call last):
File "<python-input-4>", line 1, in <module>
a.take_bytes = tb_test
^^^^^^^^^^^^
AttributeError: 'bytearray' object attribute 'take_bytes' is read-only
eendebakpt
reviewed
Oct 15, 2026
| @@ -0,0 +1,2 @@ | |||
| Speed up :class:`bytes` and :class:`bytearray` construction by adding | |||
Contributor
There was a problem hiding this comment.
The vectorcall changes look good. But the optimizations need a second look. For example:
>>> import bisect
>>> lst = []
>>> bisect.insort(lst, bytearray(b'abc')[1:], key=bytes)
>>> lst
[bytearray(b'')] # main: [bytearray(b'bc')]
For that reason maybe split the PR?
Contributor
Author
There was a problem hiding this comment.
Splitting the PR
It looks like this gets broken because a lot of the stack uses "borrowed" references which make it look like it's uniquely referenced when it is still in use in multiple paths.... Still want to do the no-copy optimization and the similar one with iconcat but clearly still need some different tools.
PyUnstable_Object_IsUniqueReferencedTemporary() can't tell when a C caller still holds a borrowed reference to the argument (for example bisect.insort(lst, bytearray(b'abc')[1:], key=bytes)), so adopting the buffer empties an object still in use. Leave the optimization for a follow-up and keep this PR to the vectorcall change. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Speeds up common construction of both objects.
edit: Dropped the no-copy unique object path as it is not sound as noted by PIeter
Benchmark
Generally faster: the fixed per-call overhead drops by about 3–9 ns, which shows most on small inputs. Copy-dominated sizes (1MiB) are unchanged.
Run on an Apple M3 (macOS): PGO+LTO, Apple clang 21,
--with-tail-call-interp. Base is 85c03d4 (merge-base with main).(note: AI Written, but I think sufficiently representative)
Benchmark hidden because not significant (4): named/bytearray(bytes) 1MiB, temp/bytes(bytearray) 1MiB, temp/bytearray(bytes) 1MiB, temp/bytearray(bytearray) 1MiB
The unique-temporary adoption (no copy) was split out to a follow-up after review found it unsafe when a C caller still holds a borrowed reference (see review thread). The
temp/rows now matchnamed/.