py_evalexpr

PyPI version CI License: MIT

A Python extension module written in Rust that provides bindings to the evalexpr crate for expression evaluation.

🌟 Features

  • 🧮 Evaluate mathematical and logical expressions from Python
  • 🔒 Three evaluation contexts:
    • StatelessContext: Simple expressions without variables
    • ImmutableContext: Expressions with predefined variables
    • MutableContext: Expressions that can update variables
  • 📊 Type-specific evaluation methods for:
    • Integers
    • Floats
    • Strings
    • Booleans
    • Tuples
  • ⚡ High-performance expression evaluation
  • 🚀 Built using Rust's evalexpr crate (version 12.0.2)
  • 🐍 Python bindings via PyO3

⚡ Performance Benchmarks

PyEvalExpr was benchmarked against several popular Python expression evaluation libraries:

Test Case py_evalexpr sympy asteval simpleeval
simple_arithmetic 0.0047 ms 0.2339 ms 0.0116 ms 0.0083 ms
complex_arithmetic 0.0066 ms 0.2329 ms 0.0186 ms 0.0118 ms
variables 0.0046 ms 0.1996 ms 0.0126 ms 0.0083 ms
math_functions 0.0077 ms 0.2403 ms 0.0230 ms 0.0117 ms
complex_expression 0.0095 ms 0.2268 ms 0.0244 ms 0.0141 ms
boolean_logic 0.0059 ms N/A 0.0159 ms 0.0103 ms

Benchmarks performed on AMD Ryzen 9 7950X with 32GB RAM running Python 3.11 using 50,000 iterations per test. Lower is better.

🔧 Prerequisites

  • Python 3.11 or higher
  • Rust toolchain (cargo, rustc)
  • Compatible C compiler

📦 Installation

pip install py-evalexpr

💡 Usage Examples

Quick Evaluation

from py_evalexpr import evaluate, evaluate_int, evaluate_float

# Basic arithmetic
result = evaluate("2 + 3 * 4")         # Returns 14
result = evaluate("sqrt(16) + 2")      # Returns 6.0

# Type-specific evaluation
int_val = evaluate_int("42")           # Returns 42 as int
float_val = evaluate_float("3.14159")  # Returns 3.14159 as float
bool_val = evaluate_boolean("5 > 3")   # Returns True

Context Usage

Stateless Context

from py_evalexpr import StatelessContext

context = StatelessContext()
result = context.evaluate("42").value          # Integer: 42
result = context.evaluate("sin(0.5)").value    # Uses built-in math functions

Immutable Context

from py_evalexpr import ImmutableContext

context = ImmutableContext()
context.variables["x"] = 10
context.variables["y"] = 20

result = context.evaluate("x + y").value       # Returns 30

Mutable Context

from py_evalexpr import MutableContext

context = MutableContext()
context.evaluate_empty("x = 10")
context.evaluate_empty("y = 20")
context.evaluate_empty("sum = x + y")
result = context.evaluate("sum * 2").value     # Returns 60

🛡️ Error Handling

from py_evalexpr import evaluate
from py_evalexpr.exceptions import EvaluationError

try:
    result = evaluate("undefined_var + 5")
except EvaluationError as e:
    print(f"Evaluation error: {e}")

🤝 Contributing

Contributions are welcome:

  • Open an issue to discuss proposed changes
  • Submit pull requests
  • Follow existing code style

🙏 Acknowledgments

  • evalexpr - Rust crate that powers this project
  • PyO3 - Python extensions framework
  • maturin - Python packaging tool
  • devbox - Predictable development environments
  • uv - Python package installer

Made in 🇨🇦🍁 by Benjamin Kiiskila

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for b-kiiskila from gravatar.com b-kiiskila

Credits

Author: Benjamin Kiiskila

License

MIT

Requires

Python >=3.11

Classifiers

Report project as malware

Release files for py-evalexpr 1.1.1

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Source distribution (sdist)

Source distribution for py-evalexpr 1.1.1
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py_evalexpr-1.1.1.tar.gz 38.1 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for py-evalexpr 1.1.1
File
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py_evalexpr-1.1.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl 779.8 kB PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ x86-32 Details
py_evalexpr-1.1.1-pp311-pypy311_pp73-musllinux_1_2_armv7l.whl 799.6 kB PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ ARMv7l Details
py_evalexpr-1.1.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl 692.0 kB PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ ARM64 Details
py_evalexpr-1.1.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 522.8 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ x86-64 Details
py_evalexpr-1.1.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl 544.9 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ IBM System/390x Details
py_evalexpr-1.1.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 636.1 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ PowerPC 64-le Details
py_evalexpr-1.1.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 526.1 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARMv7l Details
py_evalexpr-1.1.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 515.6 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARM64 Details
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py_evalexpr-1.1.1-cp313-cp313-musllinux_1_2_i686.whl 769.9 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details
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py_evalexpr-1.1.1-cp312-cp312-win_amd64.whl 368.5 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
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py_evalexpr-1.1.1-cp312-cp312-musllinux_1_2_i686.whl 769.5 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details
py_evalexpr-1.1.1-cp312-cp312-musllinux_1_2_armv7l.whl 792.2 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ ARMv7l Details
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py_evalexpr-1.1.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 538.8 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ IBM System/390x Details
py_evalexpr-1.1.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 627.7 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ PowerPC 64-le Details
py_evalexpr-1.1.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 517.8 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARMv7l Details
py_evalexpr-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 506.6 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
py_evalexpr-1.1.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl 560.9 kB CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32 Details
py_evalexpr-1.1.1-cp312-cp312-macosx_11_0_arm64.whl 454.1 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
py_evalexpr-1.1.1-cp312-cp312-macosx_10_12_x86_64.whl 465.1 kB CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
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py_evalexpr-1.1.1-cp311-cp311-musllinux_1_2_i686.whl 776.0 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details
py_evalexpr-1.1.1-cp311-cp311-musllinux_1_2_armv7l.whl 797.5 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARMv7l Details
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py_evalexpr-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 518.2 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
py_evalexpr-1.1.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 539.3 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ IBM System/390x Details
py_evalexpr-1.1.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 634.3 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ PowerPC 64-le Details
py_evalexpr-1.1.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 522.5 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
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py_evalexpr-1.1.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl 568.6 kB CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-32 Details
py_evalexpr-1.1.1-cp311-cp311-macosx_11_0_arm64.whl 464.6 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
py_evalexpr-1.1.1-cp311-cp311-macosx_10_12_x86_64.whl 464.5 kB CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details

Total release size: 45.3 MB

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1.1.1 This release

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