py_matheval

Math expression evaluator for Python with exact Decimal arithmetic, gas metering and nesting-depth limits — powered by Rust.

Features

  • Exact arithmetic — every number is a decimal.Decimal; no binary floating-point surprises (0.1 + 0.2 == 0.3).
  • Gas metering — each evaluation runs under a configurable gas budget; runaway computations raise GasExhaustedError instead of hanging.
  • Nesting-depth limit — deeply nested expressions are rejected up front with a clear error (default 15, configurable up to 1024) instead of crashing the interpreter.
  • Compile once, evaluate many times — expressions compile to bytecode for a stack VM; evaluate() reuses the compiled form.
  • Variables — named variables (a, price_2) and UUID-keyed variables ({550e8400-e29b-41d4-a716-446655440000}), both passable per call.
  • Serialization — pickle round-trips, eval-style repr(), equality by bytecode, and bytecode JSON export/import.
  • GIL released during evaluation, so CPU-bound expressions from multiple Python threads run in parallel.

Installation

Python 3.10+.

From PyPI:

pip install py_matheval

From source:

git clone https://github.com/kiortir/py-matheval
cd py-matheval
pip install maturin
maturin develop --release

Quickstart

One-off evaluation via the module-level shortcut:

from py_matheval import evaluate

evaluate("1 + 2 * 3")                    # Decimal('7')
evaluate("2 ^ 10")                       # Decimal('1024')
evaluate("a + b", vars={"a": 2, "b": 3}) # Decimal('5')

Compile once, evaluate repeatedly with a gas budget:

from py_matheval import CompiledExpression, GasExhaustedError

expr = CompiledExpression("a * 2 + b", max_depth=8)
expr.variables()                          # ['a', 'b']
expr.evaluate({"a": 5, "b": 1})           # Decimal('11')

try:
    expr.evaluate({"a": 5, "b": 1}, gas=1)
except GasExhaustedError:
    print("out of gas")                   # out of gas

Serialization:

import pickle
from py_matheval import CompiledExpression

expr = CompiledExpression("min(a, 10) * 2")
repr(expr)                                # "CompiledExpression('min(a, 10) * 2')"
pickle.loads(pickle.dumps(expr)) == expr  # True
expr.to_bytecode_json()                   # JSON array of bytecode ops

API overview

evaluate(expression, vars=None, gas=None, max_depth=None) -> Decimal
evaluate_batch(expressions, vars=None, gas=None) -> list[Decimal]

class CompiledExpression:
    CompiledExpression(expression, max_depth=None)
    evaluate(vars=None, gas=None) -> Decimal
    variables() -> list[str]
    to_bytecode_json() -> str
    @classmethod
    from_bytecode_json(json: str) -> CompiledExpression

exception GasExhaustedError(RuntimeError)

evaluate_batch() builds the variable context once and evaluates many CompiledExpression objects in a single call with the GIL released — the fast path for bulk workloads. Gas is renewed for each expression.

Operators

Operator Meaning Notes
+ - * add, subtract, multiply
/ division Decimal division
// % floor division, modulo
^ power right-associative
-x +x unary minus, plus
== != < <= > >= comparisons
not and or logic short-circuit, lowest precedence
c ? t : f ternary lowest precedence

Comparison and logic operators return Decimal 1/0.

Functions

min, max, sqrt, abs, floor, ceil, sum, average, add, mul, round — all variadic where it makes sense, e.g. min(3, 1, 2), sum(1, 2, 3), average(2, 4).

Errors

Error Raised when
ValueError parse error, nesting depth exceeded, invalid max_depth/gas
RuntimeError unknown variable (Variable not found: name)
GasExhaustedError gas budget exhausted (subclass of RuntimeError)
OverflowError Decimal overflow
ZeroDivisionError division or modulo by zero

Safety

Gas metering

Every operation has a gas cost; evaluation aborts with GasExhaustedError once the budget is spent:

Operation Cost
Push const, load var, jumps, comparisons, logic, not, neg 1
+ - * / // % and function calls 3
^ `1 + ⌈

gas is a non-negative integer; None means no limit.

Nesting depth

max_depth limits how deeply an expression may nest (number of nodes on the longest path, root = 1). Default 15, hard cap 1024; values outside 1..=1024 raise ValueError. max_depth=None means the default. Over-deep expressions raise ValueError: Parse error: expression nesting depth N exceeds max_depth M at construction time — before any evaluation.

Local development

# Rust tests
cargo test

# Build the extension into .venv (needs cargo and uv on PATH)
PATH="$HOME/.cargo/bin:$HOME/.local/bin:$PATH" \
    .venv/bin/maturin develop --uv

# Python tests
.venv/bin/pytest

# Regenerate type stubs py_matheval/_lib/__init__.pyi
cargo run --bin stub_gen --features stub-gen

cargo lives in ~/.cargo/bin and uv in ~/.local/bin — extend PATH as shown above before calling maturin.

License

MIT — see LICENSE.

Project links

Data verified by PyPI on Aug 29, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.4.0)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for kiortir from gravatar.com kiortir

Credits

Author: kiortir

GitHub Statistics

Data verified by PyPI on Aug 29, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.10

Classifiers

Report project as malware

Metadata

Project links

Data verified by PyPI on Aug 29, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.4.0)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for kiortir from gravatar.com kiortir

Credits

Author: kiortir

GitHub Statistics

Data verified by PyPI on Aug 29, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.10

Classifiers

Report project as malware

Release files for py_matheval 0.3.0

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Source distribution for py_matheval 0.3.0
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Table of built distributions (wheels) for py_matheval 0.3.0
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Release files / py_matheval-0.3.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Release files / py_matheval-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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0.4.0

92 release files

This release

0.3.0 This release

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0.2.3

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0.2.1

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0.2.0

110 release files

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0.1.0

1 release file

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