VERBS

Python ABM library built around Rust backend.

Full documentation can be found here.

Getting Started

Installation

VERBS can be installed via pip using

pip install verbs

Building from Source

Building VERBS requires maturin to be installed.

⚠️ On OSX patchelf should be manually installed using homebrew

The Python package can be built using hatch by running

hatch run dev:build

Jupyter Notebook

A jupyter notebook with VERBS installed as a dependency can be run using hatch

hatch run notebook:jupyter

Git Dependency

VERBS can be added as a direct dependency to your projects pyproject.toml but requires maturin to be added as a build requirement, for example

[build-system]
requires = ["setuptools >= 61.0", "maturin>=1.2,<2.0"]
build-backend = "setuptools.build_meta"

Examples

Examples of models implemented using VERBS can be found in /examples. Larger examples can also be found in this repo.

Developers & Contributing

VERBS is under active development, if you notice a problem or have a suggestion please open an issue.

We welcome contributions to this project, see here for developer notes.

Rust Package

The core rust simulation engine can be used to write simulation purely in Rust, with a significant gain in performance over Python in most cases. See here for the Rust package API documentation and here for usage notes.

Acknowledgements

VERBS simulation environments make extensive use of revm a Rust implementation of the Ethereum virtual machine, and alloy Rust Ethereum libraries.

Metadata

Release files for verbs 0.4.1

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

Source distribution (sdist)

Source distribution for verbs 0.4.1
File	Size	Uploaded
verbs-0.4.1.tar.gz	73.8 kB	Apr 10, 2024	Details

Built distributions (wheels)

Table of built distributions (wheels) for verbs 0.4.1
File	Interpreter	ABI	Platform	Reset
verbs-0.4.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Apr 10, 2024	PyPy 3.10	PyPy 3.10 7.3	Linux glibc 2.17+ x86-64	Details
verbs-0.4.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.0 MB Apr 10, 2024	PyPy 3.10	PyPy 3.10 7.3	Linux glibc 2.17+ ARMv7l	Details
verbs-0.4.1-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl 5.7 MB Apr 10, 2024	PyPy 3.10	PyPy 3.10 7.3	Linux glibc 2.12+ x86-32	Details
verbs-0.4.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Apr 10, 2024	PyPy 3.9	PyPy 3.9 7.3	Linux glibc 2.17+ x86-64	Details
verbs-0.4.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.0 MB Apr 10, 2024	PyPy 3.9	PyPy 3.9 7.3	Linux glibc 2.17+ ARMv7l	Details
verbs-0.4.1-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.whl 5.7 MB Apr 10, 2024	PyPy 3.9	PyPy 3.9 7.3	Linux glibc 2.12+ x86-32	Details
verbs-0.4.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Apr 10, 2024	PyPy 3.8	PyPy 3.8 7.3	Linux glibc 2.17+ x86-64	Details
verbs-0.4.1-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.0 MB Apr 10, 2024	PyPy 3.8	PyPy 3.8 7.3	Linux glibc 2.17+ ARMv7l	Details
verbs-0.4.1-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl 5.7 MB Apr 10, 2024	PyPy 3.8	PyPy 3.8 7.3	Linux glibc 2.12+ x86-32	Details
verbs-0.4.1-cp312-none-win_amd64.whl 3.1 MB Apr 10, 2024	CPython 3.12	none	Windows x86-64	Details
verbs-0.4.1-cp312-none-win32.whl 2.8 MB Apr 10, 2024	CPython 3.12	none	Windows x86-32	Details
verbs-0.4.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Apr 10, 2024	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
verbs-0.4.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.0 MB Apr 10, 2024	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARMv7l	Details
verbs-0.4.1-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl 5.7 MB Apr 10, 2024	CPython 3.12	CPython 3.12	Linux glibc 2.12+ x86-32	Details
verbs-0.4.1-cp312-cp312-macosx_11_0_arm64.whl 3.4 MB Apr 10, 2024	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
verbs-0.4.1-cp312-cp312-macosx_10_12_x86_64.whl 3.5 MB Apr 10, 2024	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
verbs-0.4.1-cp311-none-win_amd64.whl 3.1 MB Apr 10, 2024	CPython 3.11	none	Windows x86-64	Details
verbs-0.4.1-cp311-none-win32.whl 2.8 MB Apr 10, 2024	CPython 3.11	none	Windows x86-32	Details
verbs-0.4.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Apr 10, 2024	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
verbs-0.4.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.0 MB Apr 10, 2024	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARMv7l	Details
verbs-0.4.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl 5.7 MB Apr 10, 2024	CPython 3.11	CPython 3.11	Linux glibc 2.12+ x86-32	Details
verbs-0.4.1-cp311-cp311-macosx_11_0_arm64.whl 3.4 MB Apr 10, 2024	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
verbs-0.4.1-cp311-cp311-macosx_10_12_x86_64.whl 3.5 MB Apr 10, 2024	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
verbs-0.4.1-cp310-none-win_amd64.whl 3.1 MB Apr 10, 2024	CPython 3.10	none	Windows x86-64	Details
verbs-0.4.1-cp310-none-win32.whl 2.8 MB Apr 10, 2024	CPython 3.10	none	Windows x86-32	Details
verbs-0.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Apr 10, 2024	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
verbs-0.4.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.0 MB Apr 10, 2024	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARMv7l	Details
verbs-0.4.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl 5.7 MB Apr 10, 2024	CPython 3.10	CPython 3.10	Linux glibc 2.12+ x86-32	Details
verbs-0.4.1-cp310-cp310-macosx_11_0_arm64.whl 3.4 MB Apr 10, 2024	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
verbs-0.4.1-cp310-cp310-macosx_10_12_x86_64.whl 3.5 MB Apr 10, 2024	CPython 3.10	CPython 3.10	macOS 10.12+ x86-64	Details
verbs-0.4.1-cp39-none-win_amd64.whl 3.1 MB Apr 10, 2024	CPython 3.9	none	Windows x86-64	Details
verbs-0.4.1-cp39-none-win32.whl 2.8 MB Apr 10, 2024	CPython 3.9	none	Windows x86-32	Details
verbs-0.4.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Apr 10, 2024	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
verbs-0.4.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.0 MB Apr 10, 2024	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARMv7l	Details
verbs-0.4.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl 5.7 MB Apr 10, 2024	CPython 3.9	CPython 3.9	Linux glibc 2.12+ x86-32	Details
verbs-0.4.1-cp39-cp39-macosx_11_0_arm64.whl 3.4 MB Apr 10, 2024	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
verbs-0.4.1-cp39-cp39-macosx_10_12_x86_64.whl 3.5 MB Apr 10, 2024	CPython 3.9	CPython 3.9	macOS 10.12+ x86-64	Details
verbs-0.4.1-cp38-none-win_amd64.whl 3.1 MB Apr 10, 2024	CPython 3.8	none	Windows x86-64	Details
verbs-0.4.1-cp38-none-win32.whl 2.8 MB Apr 10, 2024	CPython 3.8	none	Windows x86-32	Details
verbs-0.4.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Apr 10, 2024	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
verbs-0.4.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.0 MB Apr 10, 2024	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARMv7l	Details
verbs-0.4.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl 5.7 MB Apr 10, 2024	CPython 3.8	CPython 3.8	Linux glibc 2.12+ x86-32	Details
verbs-0.4.1-cp38-cp38-macosx_11_0_arm64.whl 3.4 MB Apr 10, 2024	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
verbs-0.4.1-cp38-cp38-macosx_10_12_x86_64.whl 3.5 MB Apr 10, 2024	CPython 3.8	CPython 3.8	macOS 10.12+ x86-64	Details

Total release size: 192.9 MB

Release files / verbs-0.4.1.tar.gz

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Release files / verbs-0.4.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Release files / verbs-0.4.1-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl

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Release files / verbs-0.4.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / verbs-0.4.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / verbs-0.4.1-cp312-cp312-macosx_11_0_arm64.whl

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Release files / verbs-0.4.1-cp312-cp312-macosx_10_12_x86_64.whl

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Release files / verbs-0.4.1-cp311-none-win_amd64.whl

Download URL	verbs-0.4.1-cp311-none-win_amd64.whl
Size	3.1 MB
Tags	CPython 3.11 Windows x86-64
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Release files / verbs-0.4.1-cp311-none-win32.whl

Download URL	verbs-0.4.1-cp311-none-win32.whl
Size	2.8 MB
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Release files / verbs-0.4.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	verbs-0.4.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	5.4 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
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Release files / verbs-0.4.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	verbs-0.4.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	5.0 MB
Tags	CPython 3.11 Linux glibc 2.17+ ARMv7l
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Release files / verbs-0.4.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL	verbs-0.4.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
Size	5.7 MB
Tags	CPython 3.11 Linux glibc 2.12+ x86-32
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Release files / verbs-0.4.1-cp311-cp311-macosx_11_0_arm64.whl

Download URL	verbs-0.4.1-cp311-cp311-macosx_11_0_arm64.whl
Size	3.4 MB
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Release files / verbs-0.4.1-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	verbs-0.4.1-cp311-cp311-macosx_10_12_x86_64.whl
Size	3.5 MB
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Release files / verbs-0.4.1-cp310-none-win_amd64.whl

Download URL	verbs-0.4.1-cp310-none-win_amd64.whl
Size	3.1 MB
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Release files / verbs-0.4.1-cp310-none-win32.whl

Download URL	verbs-0.4.1-cp310-none-win32.whl
Size	2.8 MB
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Release files / verbs-0.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Size	5.4 MB
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Release files / verbs-0.4.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	verbs-0.4.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	5.0 MB
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Release files / verbs-0.4.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL	verbs-0.4.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
Size	5.7 MB
Tags	CPython 3.10 Linux glibc 2.12+ x86-32
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Release files / verbs-0.4.1-cp310-cp310-macosx_11_0_arm64.whl

Download URL	verbs-0.4.1-cp310-cp310-macosx_11_0_arm64.whl
Size	3.4 MB
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Release files / verbs-0.4.1-cp310-cp310-macosx_10_12_x86_64.whl

Download URL	verbs-0.4.1-cp310-cp310-macosx_10_12_x86_64.whl
Size	3.5 MB
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Release files / verbs-0.4.1-cp39-none-win_amd64.whl

Download URL	verbs-0.4.1-cp39-none-win_amd64.whl
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Release files / verbs-0.4.1-cp39-none-win32.whl

Download URL	verbs-0.4.1-cp39-none-win32.whl
Size	2.8 MB
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Release files / verbs-0.4.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Size	5.4 MB
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Release files / verbs-0.4.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Release files / verbs-0.4.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL	verbs-0.4.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl
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Release files / verbs-0.4.1-cp39-cp39-macosx_11_0_arm64.whl

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Release files / verbs-0.4.1-cp39-cp39-macosx_10_12_x86_64.whl

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Release files / verbs-0.4.1-cp38-none-win_amd64.whl

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Release files / verbs-0.4.1-cp38-none-win32.whl

Download URL	verbs-0.4.1-cp38-none-win32.whl
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Release files / verbs-0.4.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / verbs-0.4.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	verbs-0.4.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Release files / verbs-0.4.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL	verbs-0.4.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl
Size	5.7 MB
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Release files / verbs-0.4.1-cp38-cp38-macosx_11_0_arm64.whl

Download URL	verbs-0.4.1-cp38-cp38-macosx_11_0_arm64.whl
Size	3.4 MB
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Release files / verbs-0.4.1-cp38-cp38-macosx_10_12_x86_64.whl

Download URL	verbs-0.4.1-cp38-cp38-macosx_10_12_x86_64.whl
Size	3.5 MB
Tags	CPython 3.8 macOS 10.12+ x86-64
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Release history Release notifications | RSS feed

This release

0.4.1 This release

Apr 10, 2024 45 release files

0.4.0

Mar 26, 2024 45 release files

0.3.1

Mar 11, 2024 45 release files

0.3.0

Mar 8, 2024 45 release files

0.2.3

Mar 6, 2024 36 release files

0.2.2

Feb 26, 2024 40 release files

0.2.1

Feb 16, 2024 40 release files

0.2.0

Feb 12, 2024 42 release files

0.1.1

Jan 31, 2024 42 release files

0.1.0

Jan 30, 2024 42 release files

verbs 0.4.1