#rule-engine #math-engine #ruleengine

expression_engine

An expression engine written in pure rust

8 releases (4 breaking)

0.7.0 Dec 17, 2023
0.6.0 Aug 18, 2023
0.5.3 Mar 25, 2023
0.4.0 Mar 25, 2023
0.1.0 Mar 19, 2023

#190 in Configuration

25 downloads per month

Apache-2.0

110KB
3K SLoC

expression_engine

Build Status Latest Version License:Apache-2.0 codecov

Introduction

Expression engine is a library written in pure Rust which provides an engine to compile and execute expressions. An expression indicates a string-like sentence that can be executed with some contexts and return a value (mostly, but not limited to, boolean, string and number).

Expression engine aims to provide an engine for users that can execute complex logics using configurations without recompiling. It's a proper alternative as the basis to build business rule engines.

Usage

Calling the engine is simple. At first, define the expression you want to execute. Secondly, create a context to cache the pre-defined inner functions and variables. And then, register the variables and functions to the context. Finally, call the execute function with the expression and context to get the executing result.

use expression_engine::{create_context, execute, Value};
let input = "c = 5+3; c+=10+f; c";
let ctx = create_context!(
     "d" => 2,
     "b" => true,
     "f" => Arc::new(|params| Ok(Value::from(3)))
);
let ans = execute(input, ctx).unwrap();
assert_eq!(ans, Value::from(21))

Features

  • Easy to Use (three lines at least)
  • Abundant Types and Expressions (Five fundamental types and seven kinds of expressions)
  • Pre-defined Operators Support (Common boolean, numeric and string operators)
  • Support function and operators registration
  • Support operator redirection

Definition

Expression

Syntax
Expression(;Expression)*

Expression:
(
	LiteralExpression 
	| UnaryExpression
	| BinaryExpression
	| TernaryExpression
	| FunctionExpression
	| ReferenceExpression
	| ListExpression
	| MapExpression
	| NoneExpression

)

LiteralExpression

Syntax
LiteralExpression:
  (LITERAL_NUMBER|LITERAL_BOOL|LITERAL_STRING)

A literal expression is an expression consisting of only one single token instead of a sequence of tokens. Here are 3 kinds of literal expresions, respectively, the LITERAL_NUMBER, the LITERAL_BOOL, and the LITERAL_STRING.

LITERAL_NUMBER

fn is_digit_char(ch: char) -> bool {
    return '0' <= ch && ch <= '9' || ch == '.' || ch == '-' || ch == 'e' || ch == 'E' || ch == '+';
}

Continuous chars with patterns as above will be parsed to a number.

LITERAL_BOOL

The false and False will be parsed to the bool value false, while the true and True will be decoded to the bool value true.

LITERAL_STRING

A sequence of characters that starts with " and ends with " or starts with ' and ends with ' will be decoded as a LITERAL_STRING.

UnaryExpression

Syntax
UnaryExpression:
  Operator Operand

Operand:
  Expression

A unary expression is consisted of an operand and a unary operator. All the unary operators have the same precedence and the right-to-left associativity.

UnaryOp Desc
! Logical negation operator
not Logical negation operator

BinaryExpression

Syntax
BinaryExpression:
  Lhs Operator Rhs

Lhs:
  Expresssion

Rhs:
  Expression

A binary expression contains two operands separated by an operator. All the binary operators have right-to-left associativity while their precedences may be not the same. The supported binary operators are as below:

Operator Precedence Desc
|= 20
<<= 20
= 20
+= 20
^= 20
/= 20
&= 20
>>= 20
%= 20
-= 20
*= 20
|| 40
&& 50
> 60
>= 60
<= 60
!= 60
< 60
== 60
| 70
^ 80
& 90
>> 100
<< 100
+ 110
- 110
* 120
% 120
/ 120
beginWith 200
endWith 200

TernaryExpression

Syntax
TernaryExpression:
  Condition ? Lhs : Rhs

Condition:
  Expression

Lhs:
  Expression

Rhs:
  Expression

The ternary expression is composed of three parts, respectively the Condition, the Lhs and the Rhs. If the result of the Condition is true, then return to Lhs. Otherwise the result of Rhs is returned.

FunctionExpression

Syntax
FunctionExpression:
  func(FunctionParams?)

FunctionParams:
  Expression(,Expression)*


The function name with the params which are a sequence of expressions separated by comma consist the function expression.

ReferenceExpression

The reference expression is either a variable or a function with no params.

ListExpression

Syntax
ListExpression:
  [ListElements?]

ListElements:
  Expression(,Expression)*

The list expression starts with the open bracket and ends with the close bracket. Its params are a list of expressions.

MapExpression

Syntax
MapExpression:
  {MapElements?}

MapElements:
  KeyElement:ValueElement(,KeyElement:ValueElement)*

KeyElement:
  Expression

ValueElement:
  Expression

The map expression begins with the open brace and ends with the close brace with a sequence of k, v pair where both the k and v are expressions.

NoneExpression

Syntax
NoneExpression:
  None
  

The return value of the NoneExpression is None.

Dependencies

~0.7–1MB
~19K SLoC