Pre-release

This release is a pre-release and may not be stable for production use.

copium

Makes Python `deepcopy()` fast.

Highlights

⚡ 4-28x faster on built-in types
🧠 ~30% less memory per copy
✨ requires zero code changes
🧪 passes Python's test_copy.py
📦 pre-built wheels for Python 3.10–3.14 on Linux/macOS/Windows (x64/ARM64)
🔓 passes all tests on free-threaded Python builds

Installation

pip install 'copium[autopatch]'

This will effortlessly make copy.deepcopy() fast in current environment.

[!WARNING] copium hasn't seen wide production use yet. Expect bugs.

For manual usage

pip install copium

Manual usage

[!TIP] You can skip this section if you depend on copium[autopatch].

import copium

assert copium.deepcopy(x := []) is not x

The copium module includes all public declarations of stdlib copy module, so it's generally safe to:

- from copy import copy, deepcopy, Error
+ from copium import copy, deepcopy, Error

[!TIP] Next sections will likely make more sense if you read CPython docs on deepcopy: https://docs.python.org/3/library/copy.html

How is it so fast?

Zero interpreter overhead for built-in containers and atomic types

If your data consist only of the types below, deepcopy operation won't touch the interpreter:
- natively supported containers: tuple, dict, list, set, frozenset, bytearray and types.MethodType
- natively supported atomics: type(None), int, str, bytes, float, bool, complex, types.EllipsisType, types.NotImplementedType, range, property, weakref.ref, re.Pattern, decimal.Decimal, fractions.Fraction, types.CodeType, types.FunctionType, types.BuiltinFunctionType, types.ModuleType
Native memo
- no time spent on creating extra int object for id(x)
- hash is computed once for lookup and reused to store the copy
- keepalive is a lightweight vector of pointers instead of a list
- memo object is not tracked in GC, unless stolen in custom __deepcopy__
Native reduce handling

When type's __reduce__ strictly follows the protocol, copium handles returned values natively, without interpreter overhead, the same way CPython pickle implementation does.

What if there's type mismatch?
Cached memo

Rather than creating a new memo object for each deepcopy and discarding it after, copium stores one per thread and reuses it. Referenced objects are cleared, but some amount of memory stays reserved, avoiding malloc/free overhead for typical workloads.
Zero overhead patch on Python 3.12+

deepcopy function object stays the same after patch, only its vectorcall is changed.

Compatibility notes

copium.deepcopy() designed to be drop-in replacement for copy.deepcopy(), still there are minor deviations from stdlib you should be aware of.

Pickle protocol

stdlib's copy tolerates some deviations from the pickle protocol that pickle itself reject (see https://github.com/python/cpython/issues/141757).

copium strictly follows stdlib semantics: if __reduce__ returns a list instead of a tuple for args, or a mapping instead of a dict for kwargs, copium will coerce them the same way stdlib would (via *args unpacking, **kwargs merging, .items() iteration, etc.). Errors from malformed __reduce__ results match what copy.deepcopy produces.

Memo handling

With native memo, custom __deepcopy__ receives a copium.memo, which is fully compatible with how copy.deepcopy() uses it internally.

Per Python docs, custom __deepcopy__ methods should treat memo as an opaque object and just pass it through in any subsequent deepcopy calls.

However, some native extensions that implement __deepcopy__ on their objects may require exact dict object to be passed as memo argument. Typically, in this case, they raise TypeError or AssertionError.

copium will attempt to recover by calling __deepcopy__ again with dict memo. If that second call succeeds, a warning with clear suggestions will be emitted, otherwise the error will be raised as is.

Tracking issue

Example

>>> import copium
>>> class CustomType:
...     def __deepcopy__(self, memo):
...         if not isinstance(memo, dict):
...             raise TypeError("I'm enforcing memo to be a dict")
...         return self
... 
>>> print("Copied successfully: ", copium.deepcopy(CustomType()))
<python-input-2>:1: UserWarning: 

Seems like 'copium.memo' was rejected inside '__main__.CustomType.__deepcopy__':

Traceback (most recent call last):
  File "<python-input-2>", line 1, in <module>
    
  File "<python-input-1>", line 4, in __deepcopy__
    raise TypeError("I'm enforcing memo to be a dict")
TypeError: I'm enforcing memo to be a dict

copium was able to recover from this error, but this is slow and unreliable.

Fix:

  Per Python docs, '__main__.CustomType.__deepcopy__' should treat memo as an opaque object.
  See: https://docs.python.org/3/library/copy.html#object.__deepcopy__

Workarounds:

    local  change deepcopy(CustomType()) to deepcopy(CustomType(), {})
           -> copium uses dict memo in this call (recommended)

   global  export COPIUM_USE_DICT_MEMO=1
           -> copium uses dict memo everywhere (~1.3-2x slowdown, still faster than stdlib)

   silent  export COPIUM_NO_MEMO_FALLBACK_WARNING='TypeError: I'm enforcing memo to be a dict'
           -> 'deepcopy(CustomType())' stays slow to deepcopy

explosive  export COPIUM_NO_MEMO_FALLBACK=1
           -> 'deepcopy(CustomType())' raises the error above

Copied successfully:  <__main__.CustomType object at 0x104d1cad0>

Credits

@sobolevn for constructive feedback on C code / tests quality
@eendebakpt for C implementation of parts of copy.deepcopy in https://github.com/python/cpython/pull/91610 — used as early reference
@orsinium for svg.py — used to generate main chart
@provencher for repoprompt.com — used it to build context for LLMs/editing
Anthropic/OpenAI/xAI for translating my ideas to compilable C code and educating me on the subject
One special lizard 🦎

Metadata

Release files for copium 0.1.0a1.dev149

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for copium 0.1.0a1.dev149
File	Interpreter	ABI	Platform	Reset
copium-0.1.0a1.dev149-cp314-cp314-win_arm64.whl 71.6 kB Feb 13, 2026 With provenance	CPython 3.14	CPython 3.14	Windows ARM64	Details
copium-0.1.0a1.dev149-cp314-cp314-win_amd64.whl 77.6 kB Feb 13, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details
copium-0.1.0a1.dev149-cp314-cp314-musllinux_1_2_x86_64.whl 518.7 kB Feb 13, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
copium-0.1.0a1.dev149-cp314-cp314-musllinux_1_2_aarch64.whl 506.8 kB Feb 13, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
copium-0.1.0a1.dev149-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 524.9 kB Feb 13, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
copium-0.1.0a1.dev149-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 523.0 kB Feb 13, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
copium-0.1.0a1.dev149-cp314-cp314-macosx_11_0_arm64.whl 91.6 kB Feb 13, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
copium-0.1.0a1.dev149-cp314-cp314-macosx_10_15_x86_64.whl 90.7 kB Feb 13, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
copium-0.1.0a1.dev149-cp313-cp313-win_arm64.whl 66.8 kB Feb 13, 2026 With provenance	CPython 3.13	CPython 3.13	Windows ARM64	Details
copium-0.1.0a1.dev149-cp313-cp313-win_amd64.whl 73.4 kB Feb 13, 2026 With provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details
copium-0.1.0a1.dev149-cp313-cp313-musllinux_1_2_x86_64.whl 508.6 kB Feb 13, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
copium-0.1.0a1.dev149-cp313-cp313-musllinux_1_2_aarch64.whl 497.3 kB Feb 13, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
copium-0.1.0a1.dev149-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 513.1 kB Feb 13, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
copium-0.1.0a1.dev149-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 503.3 kB Feb 13, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
copium-0.1.0a1.dev149-cp313-cp313-macosx_11_0_arm64.whl 88.4 kB Feb 13, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
copium-0.1.0a1.dev149-cp313-cp313-macosx_10_13_x86_64.whl 88.7 kB Feb 13, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
copium-0.1.0a1.dev149-cp312-cp312-win_arm64.whl 66.4 kB Feb 13, 2026 With provenance	CPython 3.12	CPython 3.12	Windows ARM64	Details
copium-0.1.0a1.dev149-cp312-cp312-win_amd64.whl 72.9 kB Feb 13, 2026 With provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details
copium-0.1.0a1.dev149-cp312-cp312-musllinux_1_2_x86_64.whl 504.3 kB Feb 13, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
copium-0.1.0a1.dev149-cp312-cp312-musllinux_1_2_aarch64.whl 493.2 kB Feb 13, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
copium-0.1.0a1.dev149-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 508.7 kB Feb 13, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
copium-0.1.0a1.dev149-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 499.1 kB Feb 13, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
copium-0.1.0a1.dev149-cp312-cp312-macosx_11_0_arm64.whl 88.1 kB Feb 13, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
copium-0.1.0a1.dev149-cp312-cp312-macosx_10_13_x86_64.whl 88.3 kB Feb 13, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
copium-0.1.0a1.dev149-cp311-cp311-win_arm64.whl 66.1 kB Feb 13, 2026 With provenance	CPython 3.11	CPython 3.11	Windows ARM64	Details
copium-0.1.0a1.dev149-cp311-cp311-win_amd64.whl 72.0 kB Feb 13, 2026 With provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details
copium-0.1.0a1.dev149-cp311-cp311-musllinux_1_2_x86_64.whl 490.5 kB Feb 13, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
copium-0.1.0a1.dev149-cp311-cp311-musllinux_1_2_aarch64.whl 479.7 kB Feb 13, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
copium-0.1.0a1.dev149-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 491.2 kB Feb 13, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
copium-0.1.0a1.dev149-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 488.5 kB Feb 13, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
copium-0.1.0a1.dev149-cp311-cp311-macosx_11_0_arm64.whl 87.2 kB Feb 13, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
copium-0.1.0a1.dev149-cp311-cp311-macosx_10_9_x86_64.whl 87.3 kB Feb 13, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
copium-0.1.0a1.dev149-cp310-cp310-win_arm64.whl 66.6 kB Feb 13, 2026 With provenance	CPython 3.10	CPython 3.10	Windows ARM64	Details
copium-0.1.0a1.dev149-cp310-cp310-win_amd64.whl 72.6 kB Feb 13, 2026 With provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details
copium-0.1.0a1.dev149-cp310-cp310-musllinux_1_2_x86_64.whl 490.0 kB Feb 13, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
copium-0.1.0a1.dev149-cp310-cp310-musllinux_1_2_aarch64.whl 481.5 kB Feb 13, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
copium-0.1.0a1.dev149-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 490.9 kB Feb 13, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
copium-0.1.0a1.dev149-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 486.1 kB Feb 13, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
copium-0.1.0a1.dev149-cp310-cp310-macosx_11_0_arm64.whl 88.8 kB Feb 13, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
copium-0.1.0a1.dev149-cp310-cp310-macosx_10_9_x86_64.whl 88.3 kB Feb 13, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size: 11.6 MB

Release files / copium-0.1.0a1.dev149-cp314-cp314-win_arm64.whl

Download URL	copium-0.1.0a1.dev149-cp314-cp314-win_arm64.whl
Size	71.6 kB
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Size	77.6 kB
Tags	CPython 3.14 Windows x86-64
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Publishing repository: github.com/Bobronium/copium
Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Release files / copium-0.1.0a1.dev149-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	copium-0.1.0a1.dev149-cp314-cp314-musllinux_1_2_x86_64.whl
Size	518.7 kB
Tags	CPython 3.14 Linux musl 1.2+ x86-64
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Tags	CPython 3.14 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
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Publishing repository: github.com/Bobronium/copium
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Workflow

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Publishing repository: github.com/Bobronium/copium
Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Release files / copium-0.1.0a1.dev149-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Provenance

Identity

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Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Release files / copium-0.1.0a1.dev149-cp310-cp310-win_arm64.whl

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Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Release files / copium-0.1.0a1.dev149-cp310-cp310-win_amd64.whl

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Provenance

Identity

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Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Provenance

Identity

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Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

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Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

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Artifact

Subject: copium-0.1.0a1.dev149-cp310-cp310-musllinux_1_2_aarch64.whl
SHA-256 checksum: d0a9371c465c12b9a56f3502e62578c1a11c391d2e4e980c8e3846d44ef1a1d2 Verifying attestations

Release files / copium-0.1.0a1.dev149-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	copium-0.1.0a1.dev149-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	490.9 kB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`4565d4d6034a432c9d40f4843582f2f58950c7cf293bb1132faf21d0525d0b9f`
BLAKE2b-256 checksum How to use checksums	`98225ebd90b4dd823ac4e20fd8d623c2a2108dcdb5b960f8a12b9f5c9e90431a`
Upload date	Feb 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Bobronium/copium
Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

Workflow

Publishing configuration: github.com/Bobronium/copium/blob/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc/.github/workflows/cd.yaml
Publishing logs: github.com/Bobronium/copium/actions/runs/21977141215/attempts/1

Artifact

Subject: copium-0.1.0a1.dev149-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 4565d4d6034a432c9d40f4843582f2f58950c7cf293bb1132faf21d0525d0b9f Verifying attestations

Release files / copium-0.1.0a1.dev149-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	copium-0.1.0a1.dev149-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	486.1 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`ccd2e5ee0a248c96eed342a01190d85aa74f2fbc87b1e50f99c3d5bd4f04cf7f`
BLAKE2b-256 checksum How to use checksums	`34b3d040127711e47147ca08060a93ae221f8b00a9986ca258e7582bfabb1ffa`
Upload date	Feb 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Bobronium/copium
Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

Workflow

Publishing configuration: github.com/Bobronium/copium/blob/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc/.github/workflows/cd.yaml
Publishing logs: github.com/Bobronium/copium/actions/runs/21977141215/attempts/1

Artifact

Subject: copium-0.1.0a1.dev149-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: ccd2e5ee0a248c96eed342a01190d85aa74f2fbc87b1e50f99c3d5bd4f04cf7f Verifying attestations

Release files / copium-0.1.0a1.dev149-cp310-cp310-macosx_11_0_arm64.whl

Download URL	copium-0.1.0a1.dev149-cp310-cp310-macosx_11_0_arm64.whl
Size	88.8 kB
Tags	CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`68af83bf11200eebe5421eb3f56db84a8bc8e353dbad2395e186278c2afca278`
BLAKE2b-256 checksum How to use checksums	`a277051c952c0ee6c3a202978b894a2ab8dab060659f3a328595704c8947e986`
Upload date	Feb 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Bobronium/copium
Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

Workflow

Publishing configuration: github.com/Bobronium/copium/blob/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc/.github/workflows/cd.yaml
Publishing logs: github.com/Bobronium/copium/actions/runs/21977141215/attempts/1

Artifact

Subject: copium-0.1.0a1.dev149-cp310-cp310-macosx_11_0_arm64.whl
SHA-256 checksum: 68af83bf11200eebe5421eb3f56db84a8bc8e353dbad2395e186278c2afca278 Verifying attestations

Release files / copium-0.1.0a1.dev149-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	copium-0.1.0a1.dev149-cp310-cp310-macosx_10_9_x86_64.whl
Size	88.3 kB
Tags	CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`7cc5ce2fd06aef1979dd1c5a70c4ce390e12c545fee0dad42bc79860725088ca`
BLAKE2b-256 checksum How to use checksums	`abc0dcd6ffe6864934e5cd257c958fdb00a4bd1f05e01e6132453576a922c42e`
Upload date	Feb 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Bobronium/copium
Publishing commit: github.com/Bobronium/copium/tree/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc

Workflow

Publishing configuration: github.com/Bobronium/copium/blob/64d1d7ce841ba49b0cda4fea354fa0ddaa246cdc/.github/workflows/cd.yaml
Publishing logs: github.com/Bobronium/copium/actions/runs/21977141215/attempts/1

Artifact

Subject: copium-0.1.0a1.dev149-cp310-cp310-macosx_10_9_x86_64.whl
SHA-256 checksum: 7cc5ce2fd06aef1979dd1c5a70c4ce390e12c545fee0dad42bc79860725088ca Verifying attestations