Python CEL - Common Expression Language

Fast, Safe, and Expressive evaluation of Google's Common Expression Language (CEL) in Python, powered by Rust.

The Common Expression Language (CEL) is a non-Turing complete language designed for simplicity, speed, and safety. This Python package wraps the Rust implementation cel v0.14.0, providing microsecond-level expression evaluation with seamless Python integration.

🚀 Use Cases

🛡️ Policy Enforcement: Define access control rules that can be updated without code changes
⚙️ Configuration Validation: Validate complex settings with declarative rules
🔄 Data Transformation: Transform and filter data with safe, portable expressions
📋 Business Rules: Implement decision logic that business users can understand
🔍 Query Filtering: Build dynamic filters for databases and APIs
🎯 Feature Flags: Create sophisticated feature toggle conditions

Installation

pip install common-expression-language

Or using uv:

uv add common-expression-language

After installation, both the Python library and the cel command-line tool will be available.

📖 Full Documentation: https://python-common-expression-language.readthedocs.io/

Quick Start

Python API

from cel import evaluate

# Simple expressions
result = evaluate("1 + 2")  # 3
result = evaluate("'Hello ' + 'World'")  # "Hello World"
result = evaluate("age >= 18", {"age": 25})  # True

# Complex expressions with context
result = evaluate(
    'user.role == "admin" && "write" in permissions',
    {
        "user": {"role": "admin"},
        "permissions": ["read", "write", "delete"]
    }
)  # True

Command Line Interface

# Simple evaluation
cel '1 + 2'  # 3

# With context
cel 'age >= 18' --context '{"age": 25}'  # true

# Interactive REPL
cel --interactive

Pre-compilation for Performance

When evaluating the same expression multiple times with different contexts, use compile() for better performance:

import cel

# Compile once
program = cel.compile("price * quantity > threshold")

# Execute many times - much faster than repeated evaluate() calls
result1 = program.execute({"price": 10, "quantity": 5, "threshold": 40})  # True
result2 = program.execute({"price": 5, "quantity": 3, "threshold": 20})   # False

Custom Functions

from cel import Context, evaluate

def calculate_discount(price, rate):
    return price * rate

context = Context()
context.add_function("calculate_discount", calculate_discount)
context.add_variable("price", 100)

result = evaluate("price - calculate_discount(price, 0.1)", context)  # 90.0

Real-World Example

from cel import evaluate, Context

# Access control policy
policy = """
user.role == "admin" || 
(resource.owner == user.id && current_hour >= 9 && current_hour <= 17)
"""

context = Context()
context.update({
    "user": {"id": "alice", "role": "user"},
    "resource": {"owner": "alice"},
    "current_hour": 14  # 2 PM
})

access_granted = evaluate(policy, context)  # True

Features

✅ Fast Evaluation: Microsecond-level expression evaluation via Rust
✅ Rich Type System: Integers, floats, strings, lists, maps, timestamps, durations, bytes, optionals
✅ Python Integration: Seamless type conversion and custom function support (callable as f(x) or x.f())
✅ Extended Standard Library: Optional strings, math, sets, encoders and lists extensions that mirror cel-go (see cel.stdlib)
✅ Static Analysis: Inspect the variables and functions an expression references before running it (Program.references())
✅ CLI Tools: Interactive REPL and batch processing capabilities
✅ Safety First: Non-Turing complete, safe for untrusted expressions

Expression introspection

import cel

program = cel.compile("resource.owner == user.id && size(roles) > 0")
program.variables()  # ['resource', 'roles', 'user']
program.functions()  # ['_&&_', '_==_', '_>_', 'size']

Extended standard library

import cel
from cel.stdlib import add_stdlib_to_context

ctx = cel.Context()
add_stdlib_to_context(ctx)  # adds strings, math, sets, encoders, lists

cel.evaluate('"Hello World".lowerAscii()', ctx)   # 'hello world'
cel.evaluate("math.greatest([3, 1, 2])", ctx)     # 3
cel.evaluate("[1, 2, 3].contains(2)", ctx)        # True
cel.evaluate('base64.encode(b"hi")', ctx)         # 'aGk='

Portability note: CEL has no portable "bytecode". Cross-implementation interchange in the CEL ecosystem uses the protobuf AST (cel.expr.Expr / CheckedExpr), which the upstream cel Rust crate does not yet produce or consume. The portable artifact for this library is the CEL source string; use Program.references() for static analysis. See the docs for details.

Documentation

📚 Complete documentation available at: https://python-common-expression-language.readthedocs.io/

Building Documentation Locally

To build and serve the documentation locally:

# Install documentation dependencies
uv sync --group docs

# Build the documentation
uv run --group docs mkdocs build

# Serve locally with live reload
uv run --group docs mkdocs serve

The documentation will be available at http://localhost:8000

Development

Testing

# Run all tests
uv run pytest

# Run with coverage
uv run pytest --cov=cel

# Test all documentation examples (embedded code + standalone files)
uv run --group docs pytest tests/test_docs.py -v

Building from Source

# Install development dependencies
uv sync --dev

# Build the package
uv run maturin develop

# Run tests
uv run pytest

Contributing

Contributions are welcome! Please see our documentation for:

CHANGELOG — release notes and behaviour changes
Development setup and guidelines
Areas where help is needed

License

This project is licensed under the same terms as the original cel-interpreter crate.

Resources

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BLAKE2b-256	`a4bf1cba909c47e155c2ca6384e5bce999447031ae7875a6c5ba5b9ff5f65704`

Algorithm	Hash digest
SHA256	`16491683f4248156a5a886d9b8ad2aeb1e88eb5f96568587a27cdaf0d7ddad72`
MD5	`942e3a167c9aac81399aa56e03afdc82`
BLAKE2b-256	`0065dc846e11ab4778c4d43340b15209cf65da24571388095821f876da0d200f`

Algorithm	Hash digest
SHA256	`6dd884a2ae73bc534df63af3ee95fb61aa21f3d15dbe4f828449d0f74600f867`
MD5	`ce02d8810eeb56d2c75c74ce87347403`
BLAKE2b-256	`ecb6d7c5879718fed71bec978865e33777ce7183fd669e7e2178279f74be9e08`

Algorithm	Hash digest
SHA256	`4e64f4aba12e644311a0ec5bcc879a8ed46e63160ce140962763d7cb3249c93b`
MD5	`f0eccf8bb004f964df4f6b325a4dfabf`
BLAKE2b-256	`32281cfac0cf7418893cdeff65c216dce54fe3aa46a731983fb8a29d926b2f10`

common-expression-language 0.7.0

Python CEL - Common Expression Language

🚀 Use Cases

Installation

Quick Start

Python API

Command Line Interface

Pre-compilation for Performance

Custom Functions

Real-World Example

Features

Expression introspection

Extended standard library

Documentation

Building Documentation Locally

Development

Testing

Building from Source

Contributing

License

Resources

Project links

Key dates

1 maintainer

Credits

License

Requires

Classifiers

Download files

Source Distribution

Built Distributions

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Algorithm	Hash digest
SHA256	`06687d6701226724964cd6dc7f0ea53fd1d3d36c8fda84bd076f453dfeb70bb0`
MD5	`17d94f9c9362cd858fbbe6c4bb372f77`
BLAKE2b-256	`25e17bf4cff6a1985b232175af0f5a6e4ea078e9d41b24c824ce5122039071ca`

Algorithm	Hash digest
SHA256	`5f081627fb0b72bbb1558f9b7964a52d7e21a2a0978af1ebc921b88e6cdf492b`
MD5	`88f4a4c328e181b62bb1ff756fb7e389`
BLAKE2b-256	`b0fae8d1804776e28aa06b53d72506885ca388f5c462c1bfcdea2c2929ad5176`

Algorithm	Hash digest
SHA256	`a57a4babc5d10a6875888f7d805ac39c82ad976f77001e535c60a64a955332e5`
MD5	`b1ce53e1d436c33257d88fe01d621838`
BLAKE2b-256	`ce4811cea330f666ec10bdfbf742513dc9e0b5198eca1c29444f7e21dce778cb`

Algorithm	Hash digest
SHA256	`e557ae7120f2ee41f65a4e12b3328569c74536c25377ec11a4bb895eb3b0f8f6`
MD5	`37c87578056ced4d93782fdda342582f`
BLAKE2b-256	`6dc1b336c974283c05918f113b60f40abf8aba5de3634ffff9f83d1e089270b8`

Algorithm	Hash digest
SHA256	`f9c756b12d208b5d2922cbfcde32cbcb51d1466ab9b3f0ca7e9293e868be4e7f`
MD5	`4b12c683cfc46e3329d0bbac8b306a83`
BLAKE2b-256	`b232be56096a1a5d8518407fa0309f9f780c1a8c43eb07bbb9dc06b27e3899f7`

Algorithm	Hash digest
SHA256	`942c7a235f714a46b4c459dd6692aba0e9e5e7263475e835ac41397c0c51c12a`
MD5	`c6645c87686e1100756649ba771505be`
BLAKE2b-256	`1f2b5f8794ba8ab660701c2529a0db6cc3853425cddf831ba61c6a7085ebe06e`

Algorithm	Hash digest
SHA256	`08b280b22588e0235fa988b3323b6ba734da60d384003800d9ac491f24bab9b9`
MD5	`a3c8d79150a52a2e17a49c57c4c82390`
BLAKE2b-256	`f508b01892f3c7a83ea7f94b9bd67b4c3d89a6594260897790958f92bf018733`

Algorithm	Hash digest
SHA256	`b01f02e7cc478ab70e6dc31d8b9d7481c4f1eb17dcc76c064c62bb2f50526392`
MD5	`bc1257b6a9f391cd8c73de271529d86d`
BLAKE2b-256	`c28f14e3d66258f8b7e6d93b9a4e7b062ccb38bec87abc0c45d0676c4505ade4`

Algorithm	Hash digest
SHA256	`c57a98e91c2f7d5b058f17213e1c2b9d55c7b648704bed5a5e9c5c3587154601`
MD5	`4fd55ae1881d267de93fa4e766385046`
BLAKE2b-256	`dcf43067e761057292907671e3ab8455b83343c0a704f0acfe4dc0ea08db0d65`

Algorithm	Hash digest
SHA256	`f81a6ca7344d339a89658af54ba01672ad8c5129e3803183724578b42abd9cde`
MD5	`1114917569496c02c512a168e961a49f`
BLAKE2b-256	`d2563069a70208a77f373683d66c82ffdab1ab7de58fb70798f2927cc32aa68e`