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Fast drop-in replacement for copy.deepcopy().

Copium Logo
Benchmark results bar chart

Highlights

  • ⚡ 4-28x faster than copy.deepcopy() on builtin types
  • 🧠 uses ~44% less memory than copy.deepcopy() on average
  • 🧪 passes all tests in CPython/Lib/test/test_copy.py
  • 🎯 behaves exactly the same as copy.deepcopy() for all datamodelzoo.CASES
  • 🛡️ tested for refcount, recursion, threading and memo edge cases
  • 🐍 pre-built wheels for Python 3.10-3.14 on Linux/macOS/Windows (x64/ARM64)
  • 🔓 passes all tesee-frts on threaded Pyth buildons

Installation

[!WARNING] This is an alpha version. Run your test suite with COPIUM_PATCH_DEEPCOPY=1 to verify compatibility in your environment.

pip install copium

Usage

Simply export COPIUM_PATCH_DEEPCOPY=1 before running your application. You don't have to change a single line of code:

cat example.py

from copy import deepcopy

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

COPIUM_PATCH_DEEPCOPY=1 python example.py

To enable the patch manually:

import copium.patch

copium.patch.enable()

To use manually:

from copium import deepcopy

assert 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

Speedups on Python 3.14

tuple

  • () ~5.66x
  • tuple[int, ...] ~12.46x (20 items)
  • tuple[int, ...] ~28.28x (5000 items)
  • tuple[tuple[str, tuple[tuple[str, tuple[tuple[str, tuple[tuple[str, tuple[int, ...]]]]]]]]]] ~14.54x

list

  • [] ~4.97x
  • list[int] ~9.58x (20 items)
  • list[int] ~16.23x (5000 items)
  • list[str | list[str | list[str | list[str | list[int]]]]] ~9.19x

dict

  • {} ~4.59x
  • dict[str, int] ~5.95x (20 items)
  • dict[str, int] ~3.94x (5000 items)
  • dict[str, dict[str, ...]] ~6.19x

set

  • set() ~15.87x
  • set[int] ~6.55x (20 items)
  • set[int] ~3.69x (5000 items)
  • set[frozenset[frozenset[int]]] ~13.72x

other

  • int/str/bytes ~4.86x
  • dataclasses ~2.74x

Expect much higher speedups on Python 3.13 and lower.

Metadata

Release files for copium 0.1.0a1.dev104

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.dev104
File
copium-0.1.0a1.dev104-cp314-cp314-win_arm64.whl CPython 3.14 CPython 3.14 Windows ARM64 Details
copium-0.1.0a1.dev104-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
copium-0.1.0a1.dev104-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
copium-0.1.0a1.dev104-cp314-cp314-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
copium-0.1.0a1.dev104-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
copium-0.1.0a1.dev104-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
copium-0.1.0a1.dev104-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
copium-0.1.0a1.dev104-cp314-cp314-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details
copium-0.1.0a1.dev104-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details
copium-0.1.0a1.dev104-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
copium-0.1.0a1.dev104-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
copium-0.1.0a1.dev104-cp313-cp313-musllinux_1_2_aarch64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
copium-0.1.0a1.dev104-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
copium-0.1.0a1.dev104-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
copium-0.1.0a1.dev104-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
copium-0.1.0a1.dev104-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
copium-0.1.0a1.dev104-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
copium-0.1.0a1.dev104-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
copium-0.1.0a1.dev104-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
copium-0.1.0a1.dev104-cp312-cp312-musllinux_1_2_aarch64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
copium-0.1.0a1.dev104-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
copium-0.1.0a1.dev104-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
copium-0.1.0a1.dev104-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
copium-0.1.0a1.dev104-cp312-cp312-macosx_10_13_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
copium-0.1.0a1.dev104-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
copium-0.1.0a1.dev104-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
copium-0.1.0a1.dev104-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
copium-0.1.0a1.dev104-cp311-cp311-musllinux_1_2_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
copium-0.1.0a1.dev104-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
copium-0.1.0a1.dev104-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
copium-0.1.0a1.dev104-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
copium-0.1.0a1.dev104-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
copium-0.1.0a1.dev104-cp310-cp310-win_arm64.whl CPython 3.10 CPython 3.10 Windows ARM64 Details
copium-0.1.0a1.dev104-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
copium-0.1.0a1.dev104-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
copium-0.1.0a1.dev104-cp310-cp310-musllinux_1_2_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
copium-0.1.0a1.dev104-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
copium-0.1.0a1.dev104-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
copium-0.1.0a1.dev104-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
copium-0.1.0a1.dev104-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details

Total release size: 11.2 MB

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Release files / copium-0.1.0a1.dev104-cp310-cp310-musllinux_1_2_aarch64.whl

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Release files / copium-0.1.0a1.dev104-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Release files / copium-0.1.0a1.dev104-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Release files / copium-0.1.0a1.dev104-cp310-cp310-macosx_11_0_arm64.whl

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Release files / copium-0.1.0a1.dev104-cp310-cp310-macosx_10_9_x86_64.whl

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