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
GasExhaustedErrorinstead 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
@classmethod
from_bytecode_json_batch(json_strs: list[str]) -> list[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.
from_bytecode_json_batch() deserializes many JSON strings in one
GIL-free call — use it instead of a loop of from_bytecode_json()
(especially from threads).
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.
1 maintainer
Metadata
1 maintainer
Release files for py_matheval 0.4.0
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Release files / py_matheval-0.4.0-cp314-cp314t-musllinux_1_2_i686.whl
| Download URL | py_matheval-0.4.0-cp314-cp314t-musllinux_1_2_i686.whl |
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| Size | 1.1 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-32 |
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Release files / py_matheval-0.4.0-cp314-cp314t-musllinux_1_2_armv7l.whl
| Download URL | py_matheval-0.4.0-cp314-cp314t-musllinux_1_2_armv7l.whl |
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| Size | 1.1 MB |
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Release files / py_matheval-0.4.0-cp314-cp314t-musllinux_1_2_aarch64.whl
| Download URL | py_matheval-0.4.0-cp314-cp314t-musllinux_1_2_aarch64.whl |
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Release files / py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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| Size | 829.9 kB |
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Release files / py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl
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| Size | 902.2 kB |
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Release files / py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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| Size | 1.1 MB |
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Release files / py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 882.0 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-32 |
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Release files / py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 822.3 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l |
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Release files / py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | py_matheval-0.4.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 846.4 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 |
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Release files / py_matheval-0.4.0-cp314-cp314-win_arm64.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-win_arm64.whl |
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| Size | 610.8 kB |
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Release files / py_matheval-0.4.0-cp314-cp314-win_amd64.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-win_amd64.whl |
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| Size | 633.2 kB |
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Release files / py_matheval-0.4.0-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-musllinux_1_2_x86_64.whl |
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Release files / py_matheval-0.4.0-cp314-cp314-musllinux_1_2_i686.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-musllinux_1_2_i686.whl |
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Release files / py_matheval-0.4.0-cp314-cp314-musllinux_1_2_armv7l.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-musllinux_1_2_armv7l.whl |
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| Size | 1.1 MB |
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Release files / py_matheval-0.4.0-cp314-cp314-musllinux_1_2_aarch64.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-musllinux_1_2_aarch64.whl |
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| Size | 1.0 MB |
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uv/0.12.7 {"installer":{"name":"uv","version":"0.12.7","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / py_matheval-0.4.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 829.9 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / py_matheval-0.4.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 901.6 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ IBM System/390x |
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Release files / py_matheval-0.4.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 1.1 MB |
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Release files / py_matheval-0.4.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 882.3 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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Release files / py_matheval-0.4.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | py_matheval-0.4.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 826.1 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARMv7l |
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Release files / py_matheval-0.4.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / py_matheval-0.4.0-cp314-cp314-macosx_11_0_arm64.whl
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Release files / py_matheval-0.4.0-cp314-cp314-macosx_10_12_x86_64.whl
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Release files / py_matheval-0.4.0-cp313-cp313-win_arm64.whl
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Release files / py_matheval-0.4.0-cp313-cp313-win_amd64.whl
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Release files / py_matheval-0.4.0-cp313-cp313-win32.whl
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Release files / py_matheval-0.4.0-cp313-cp313-musllinux_1_2_x86_64.whl
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Release files / py_matheval-0.4.0-cp313-cp313-musllinux_1_2_i686.whl
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Release files / py_matheval-0.4.0-cp313-cp313-musllinux_1_2_armv7l.whl
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Release files / py_matheval-0.4.0-cp313-cp313-musllinux_1_2_aarch64.whl
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Release files / py_matheval-0.4.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / py_matheval-0.4.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / py_matheval-0.4.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / py_matheval-0.4.0-cp313-cp313-macosx_11_0_arm64.whl
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Release files / py_matheval-0.4.0-cp313-cp313-macosx_10_12_x86_64.whl
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Release files / py_matheval-0.4.0-cp312-cp312-win_arm64.whl
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Release files / py_matheval-0.4.0-cp312-cp312-win_amd64.whl
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Release files / py_matheval-0.4.0-cp312-cp312-musllinux_1_2_x86_64.whl
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Release files / py_matheval-0.4.0-cp312-cp312-musllinux_1_2_i686.whl
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Release files / py_matheval-0.4.0-cp312-cp312-musllinux_1_2_armv7l.whl
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Release files / py_matheval-0.4.0-cp312-cp312-musllinux_1_2_aarch64.whl
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Release files / py_matheval-0.4.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / py_matheval-0.4.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
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Release files / py_matheval-0.4.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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Release files / py_matheval-0.4.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
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| Size | 881.2 kB |
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Release files / py_matheval-0.4.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Release files / py_matheval-0.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | py_matheval-0.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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Release files / py_matheval-0.4.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | py_matheval-0.4.0-cp312-cp312-macosx_11_0_arm64.whl |
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Release files / py_matheval-0.4.0-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | py_matheval-0.4.0-cp312-cp312-macosx_10_12_x86_64.whl |
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Release files / py_matheval-0.4.0-cp311-cp311-win_amd64.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-win_amd64.whl |
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Release files / py_matheval-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl |
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Release files / py_matheval-0.4.0-cp311-cp311-musllinux_1_2_i686.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-musllinux_1_2_i686.whl |
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Release files / py_matheval-0.4.0-cp311-cp311-musllinux_1_2_armv7l.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-musllinux_1_2_armv7l.whl |
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Release files / py_matheval-0.4.0-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-musllinux_1_2_aarch64.whl |
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Release files / py_matheval-0.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 833.0 kB |
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Release files / py_matheval-0.4.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 903.0 kB |
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Release files / py_matheval-0.4.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 1.1 MB |
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Release files / py_matheval-0.4.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 884.8 kB |
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Release files / py_matheval-0.4.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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| Size | 826.6 kB |
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Release files / py_matheval-0.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 849.1 kB |
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Release files / py_matheval-0.4.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-macosx_11_0_arm64.whl |
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Release files / py_matheval-0.4.0-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | py_matheval-0.4.0-cp311-cp311-macosx_10_12_x86_64.whl |
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| Size | 750.1 kB |
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Release files / py_matheval-0.4.0-cp310-cp310-win_amd64.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-win_amd64.whl |
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| Size | 635.0 kB |
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Release files / py_matheval-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl |
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| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
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Release files / py_matheval-0.4.0-cp310-cp310-musllinux_1_2_i686.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-musllinux_1_2_i686.whl |
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| Size | 1.1 MB |
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Release files / py_matheval-0.4.0-cp310-cp310-musllinux_1_2_armv7l.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-musllinux_1_2_armv7l.whl |
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Release files / py_matheval-0.4.0-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-musllinux_1_2_aarch64.whl |
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Release files / py_matheval-0.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 832.8 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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Release files / py_matheval-0.4.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 903.0 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ IBM System/390x |
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Release files / py_matheval-0.4.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 1.1 MB |
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Release files / py_matheval-0.4.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 885.2 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 |
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Release files / py_matheval-0.4.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 827.6 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARMv7l |
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Release files / py_matheval-0.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | py_matheval-0.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 849.9 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
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