表达式树
记录表达式树的学习过程
表达式树将代码表示为可以检测、修改、或执行的一种结构,一种定义代码的结构。
表达式树是代码的完整表示形式:可以看到任何子表达式的值。 可以看到方法和属性名称。 可以看到任何常数表达式的值。 还可以将自己转换为可执行的委托,并执行代码。
通过表达式树 API,可创建几乎任何有效代码构造的树。 但不能在表达式树中创建某些 C# 习惯用语,第一 异步的async、await,第二是循环(循环有什么习惯用语?我凌乱了)。
表达式树是不可变的数据结构, 只能换新树。
访问表达式树变量
public static void Main() { Expression<Func<int, int>> addFive = num => num + 5; // ExpressionType有Add、AddChecked、And、AndAlso、Divide、Equal、Lambda、Multiply等。 if (addFive.NodeType== ExpressionType.Lambda) { var lambdaExp = (LambdaExpression)addFive; var parameter = lambdaExp.Parameters.First(); Console.WriteLine(parameter.Name); Console.WriteLine(parameter.Type); Console.WriteLine(lambdaExp.Parameters.Last().Name); //跟上面同一个 Console.WriteLine(lambdaExp.Parameters.Last().Type); } }
创建表达式树
public static void Main() { // 常量表达式树 ConstantExpression one = Expression.Constant(1, typeof(int)); ConstantExpression two = Expression.Constant(2, typeof(int)); // 二进制表达式树 BinaryExpression addition = Expression.Add(one, two); }
表达式树API
ExpressionType:(ConvertChecked 和Convert明明c#写法一样,怎么表达不同节点类型,迷茫... Multiply和MultiplyChecked,迷茫...,NewArrayBounds 多维数组)
// // 摘要: // An addition operation, such as a + b, without overflow checking, for numeric // operands. Add = 0, // // 摘要: // An addition operation, such as (a + b), with overflow checking, for numeric operands. AddChecked = 1, // // 摘要: // A bitwise or logical AND operation, such as (a & b) in C# and (a And b) in Visual // Basic. And = 2, // // 摘要: // A conditional AND operation that evaluates the second operand only if the first // operand evaluates to true. It corresponds to (a && b) in C# and (a AndAlso b) // in Visual Basic. AndAlso = 3, // // 摘要: // An operation that obtains the length of a one-dimensional array, such as array.Length. ArrayLength = 4, // // 摘要: // An indexing operation in a one-dimensional array, such as array[index] in C# // or array(index) in Visual Basic. ArrayIndex = 5, // // 摘要: // A method call, such as in the obj.sampleMethod() expression. Call = 6, // // 摘要: // A node that represents a null coalescing operation, such as (a ?? b) in C# or // If(a, b) in Visual Basic. Coalesce = 7, // // 摘要: // A conditional operation, such as a > b ? a : b in C# or If(a > b, a, b) in Visual // Basic. Conditional = 8, // // 摘要: // A constant value. Constant = 9, // // 摘要: // A cast or conversion operation, such as (SampleType)obj in C#or CType(obj, SampleType) // in Visual Basic. For a numeric conversion, if the converted value is too large // for the destination type, no exception is thrown. Convert = 10, // // 摘要: // A cast or conversion operation, such as (SampleType)obj in C#or CType(obj, SampleType) // in Visual Basic. For a numeric conversion, if the converted value does not fit // the destination type, an exception is thrown. ConvertChecked = 11,
// // 摘要: // A division operation, such as (a / b), for numeric operands. Divide = 12, // // 摘要: // A node that represents an equality comparison, such as (a == b) in C# or (a = // b) in Visual Basic. Equal = 13, // // 摘要: // A bitwise or logical XOR operation, such as (a ^ b) in C# or (a Xor b) in Visual // Basic. ExclusiveOr = 14, // // 摘要: // A "greater than" comparison, such as (a > b). GreaterThan = 15, // // 摘要: // A "greater than or equal to" comparison, such as (a >= b). GreaterThanOrEqual = 16, // // 摘要: // An operation that invokes a delegate or lambda expression, such as sampleDelegate.Invoke(). Invoke = 17, // // 摘要: // A lambda expression, such as a => a + a in C# or Function(a) a + a in Visual // Basic. Lambda = 18, // // 摘要: // A bitwise left-shift operation, such as (a << b). LeftShift = 19, // // 摘要: // A "less than" comparison, such as (a < b). LessThan = 20, // // 摘要: // A "less than or equal to" comparison, such as (a <= b). LessThanOrEqual = 21, // // 摘要: // An operation that creates a new System.Collections.IEnumerable object and initializes // it from a list of elements, such as new List<SampleType>(){ a, b, c } in C# or // Dim sampleList = { a, b, c } in Visual Basic. ListInit = 22, // // 摘要: // An operation that reads from a field or property, such as obj.SampleProperty. MemberAccess = 23, // // 摘要: // An operation that creates a new object and initializes one or more of its members, // such as new Point { X = 1, Y = 2 } in C# or New Point With {.X = 1, .Y = 2} in // Visual Basic. MemberInit = 24,
// // 摘要: // An arithmetic remainder operation, such as (a % b) in C# or (a Mod b) in Visual // Basic. Modulo = 25, // // 摘要: // A multiplication operation, such as (a * b), without overflow checking, for numeric // operands. Multiply = 26, // // 摘要: // An multiplication operation, such as (a * b), that has overflow checking, for // numeric operands. MultiplyChecked = 27, // // 摘要: // An arithmetic negation operation, such as (-a). The object a should not be modified // in place. Negate = 28, // // 摘要: // A unary plus operation, such as (+a). The result of a predefined unary plus operation // is the value of the operand, but user-defined implementations might have unusual // results. UnaryPlus = 29, // // 摘要: // An arithmetic negation operation, such as (-a), that has overflow checking. The // object a should not be modified in place. NegateChecked = 30, // // 摘要: // An operation that calls a constructor to create a new object, such as new SampleType(). New = 31, // // 摘要: // An operation that creates a new one-dimensional array and initializes it from // a list of elements, such as new SampleType[]{a, b, c} in C# or New SampleType(){a, // b, c} in Visual Basic. NewArrayInit = 32, // // 摘要: // An operation that creates a new array, in which the bounds for each dimension // are specified, such as new SampleType[dim1, dim2] in C# or New SampleType(dim1, // dim2) in Visual Basic. NewArrayBounds = 33, // // 摘要: // A bitwise complement or logical negation operation. In C#, it is equivalent to // (~a) for integral types and to (!a) for Boolean values. In Visual Basic, it is // equivalent to (Not a). The object a should not be modified in place. Not = 34,
(Quote节点类型是什么?)
// // 摘要: // A bitwise complement or logical negation operation. In C#, it is equivalent to // (~a) for integral types and to (!a) for Boolean values. In Visual Basic, it is // equivalent to (Not a). The object a should not be modified in place. Not = 34, // // 摘要: // An inequality comparison, such as (a != b) in C# or (a <> b) in Visual Basic. NotEqual = 35, // // 摘要: // A bitwise or logical OR operation, such as (a | b) in C# or (a Or b) in Visual // Basic. Or = 36, // // 摘要: // A short-circuiting conditional OR operation, such as (a || b) in C# or (a OrElse // b) in Visual Basic. OrElse = 37, // // 摘要: // A reference to a parameter or variable that is defined in the context of the // expression. For more information, see System.Linq.Expressions.ParameterExpression. Parameter = 38, // // 摘要: // A mathematical operation that raises a number to a power, such as (a ^ b) in // Visual Basic. Power = 39, // // 摘要: // An expression that has a constant value of type System.Linq.Expressions.Expression. // A System.Linq.Expressions.ExpressionType.Quote node can contain references to // parameters that are defined in the context of the expression it represents. Quote = 40, // // 摘要: // A bitwise right-shift operation, such as (a >> b). RightShift = 41,
Expression:BinaryExpression、IndexExpression、MethodCallExpression、UnaryExpression、BlockExpression、GotoExpression、DynamicExpression、LambdaExpression、MemberExpression等。
ExpressionVisitor。(什么东东?)
执行表达式:
任何 LambdaExpression 或派生自 LambdaExpression 的类型都可以转换为IL。大多数情况下,LambdaExpression会与其对应的委托之间创建映射,通过Expression<Func<int>>将Lambda表达式树转换对应可执行的目标类型Func<int>。
var constant = 5; // constant is captured by the expression tree Expression<Func<int, int>> expression = (b) => constant + b; var rVal = expression.Compile(); //表达式编译成委托对象,该委托表示表达式树中的代码。 return rVal;
表达式树是不可变的,如果多次使用委托,可以将编译之后的委托缓存起来。
Lambda表达式引用的任何局部变量,有可能被释放,生成的委托调用时,发现引用的局部变量如果被释放就会报错ObjectDisposedException。引用其他程序集的方法或属性不存在也会报错ReferencedAssemblyNotFoundException
。
解释表达式:一个表达式树是什么节点类型(借助ExpressionType判断),然后转换成对应表达式树。有些表达式树可以由其他表达式树组成的(递归)。
using System; using System.Linq.Expressions; namespace ConsoleApp4 { class Program { public static void Main() { Expression<Func<int, int, int>> addition = (a, b) => a + b; var visitor = Visitor.CreateFromExpression(addition); visitor.Visit("current addition"); } } public abstract class Visitor { // readonly是指不能第二次修改此引用。 private readonly Expression node; public Visitor(Expression node) { this.node = node; } public abstract void Visit(string prefix); // 不能使用等于号 public ExpressionType NodeType => this.node.NodeType; // 当前表达式树是什么类型,转成对应的表达式树。 public static Visitor CreateFromExpression(Expression node) { switch (node.NodeType) { case ExpressionType.Constant: return new ConstantVisitor((ConstantExpression)node); case ExpressionType.Lambda: return new LambdaVisitor((LambdaExpression)node); case ExpressionType.Parameter: return new ParameterVisitor((ParameterExpression)node); case ExpressionType.Add: return new BinaryVisitor((BinaryExpression)node); default: Console.Error.WriteLine($"Node not processed yet:{node.NodeType}"); return default(Visitor); } } } // Lambda Visitor public class LambdaVisitor : Visitor { private readonly LambdaExpression node; // :base(node)代表先执行父类的构造函数 public LambdaVisitor(LambdaExpression node) : base(node) { this.node = node; } public override void Visit(string prefix) { // 每个Expression都有NodeType,因此可以放到父类。 Console.WriteLine($"{prefix}This expression is a {NodeType} expression type"); Console.WriteLine($"{prefix}The name of the lambda is{((node.Name == null) ? "<null>" : node.Name)}"); Console.WriteLine($"{prefix}The return type is{node.ReturnType.ToString()}"); Console.WriteLine($"{prefix}The expression has {node.Parameters.Count} argument(s). They are:"); // Visit each parameter: foreach(var argumentExpression in node.Parameters) { // 在父类弄个简单工厂 var argumentVisitor = Visitor.CreateFromExpression(argumentExpression); argumentVisitor.Visit(prefix + "\t"); } Console.WriteLine($"{prefix}The expression body is:"); // Visit the body: var bodyVisitor = Visitor.CreateFromExpression(node.Body); bodyVisitor.Visit(prefix + "\t"); } } public class BinaryVisitor : Visitor { private readonly BinaryExpression node; public BinaryVisitor(BinaryExpression node) : base(node) { this.node = node; } public override void Visit(string prefix) { Console.WriteLine($"{prefix}This binary expression is a{NodeType} expression"); var left = Visitor.CreateFromExpression(node.Left); Console.WriteLine($"{prefix}The left argument is:"); left.Visit(prefix + "\t"); var right = Visitor.CreateFromExpression(node.Right); Console.WriteLine($"{prefix}The Right argument is:"); right.Visit(prefix + "\t"); } } // Parameter visitor: public class ParameterVisitor : Visitor { private readonly ParameterExpression node; public ParameterVisitor(ParameterExpression node) : base(node) { this.node = node; } public override void Visit(string prefix) { Console.WriteLine($"{prefix}This is an {NodeType} expression type"); Console.WriteLine($"{prefix}Type: {node.Type.ToString()}, Name: {node.Name}, ByRef: {node.IsByRef}"); } } public class ConstantVisitor : Visitor { private readonly ConstantExpression node; public ConstantVisitor(ConstantExpression node) : base(node) { this.node = node; } public override void Visit(string prefix) { Console.WriteLine($"{prefix}This is an {NodeType} expression type"); Console.WriteLine($"{prefix}The type of the constant value is {node.Type}"); Console.WriteLine($"{prefix}The value of the constant value is {node.Value}"); } } }
括号不是表达式树节点的一部分,括号只是传递一种优先级。
生成表达式树:借助Expression静态生成表达式树方法。
// Expression<Func<double, double, double>> distanceCalc = //(x, y) => Math.Sqrt(x * x + y * y); var xParameter = Expression.Parameter(typeof(double), "x"); var yParameter = Expression.Parameter(typeof(double), "y"); var xSquared = Expression.Multiply(xParameter, xParameter); var ySquared = Expression.Multiply(yParameter, yParameter); var sum = Expression.Add(xSquared, ySquared); var sqrtMethod = typeof(Math).GetMethod("Sqrt", new[] { typeof(double) }); var distance = Expression.Call(sqrtMethod, sum); var distanceLambda = Expression.Lambda(distance, xParameter, yParameter);
转换表达式树:访问原表达式树,并在访问的同时生成新树。 新树可包含对原始节点的引用和插入新的树节点。
private static Expression ReplaceNodes(Expression original) { if (original.NodeType == ExpressionType.Constant) { // Expression.Constant(10)新节点 return Expression.Multiply(original, Expression.Constant(10)); } else if (original.NodeType == ExpressionType.Add) { var binaryExpression = (BinaryExpression)original; return Expression.Add( ReplaceNodes(binaryExpression.Left), ReplaceNodes(binaryExpression.Right)); } return original; }