c# – 将IQueryable与IEnumerable连接成IQueryable

最近几天我在互联网上搜索了解决方案,并没有找到我想要的东西.基本上,这是我的问题:

>我有一个我需要实现的接口,它有一个返回IQueryable的方法(我没有访问接口,所以我不能改变它)
>我希望该方法返回(a)指向非常大的数据库表的IQueryable和(b)在相同实体类型的内存中计算的大IEnumerable的串联
>我不能做queryableA.Concat(enumerableB).Where(condition)因为它会尝试将整个数组发送到服务器(除此之外,我得到一个它只支持基本类型的异常)
>我无法执行enumerableB.Concat(queryableA).Where(condition)因为它会将整个表拉入内存并将其视为IEnumerable

因此,经过一些搜索,我认为我已经决定了解决这个问题的一个好方法是编写我自己的IQueryable的ConcatenatingQueryable实现,该实现需要两个IQueryable并在每个上独立执行Expression树,然后连接结果.但是,我似乎遇到了问题,因为它返回堆栈溢出.基于http://blogs.msdn.com/b/mattwar/archive/2007/07/30/linq-building-an-iqueryable-provider-part-i.aspx,这是我到目前为止实现的:

class Program
{
    static void Main(string[] args)
    {
        var source1 = new[] {  1, 2 }.AsQueryable();
        var source2 = new[] { -1, 1 }.AsQueryable();
        var matches = new ConcatenatingQueryable<int>(source1, source2).Where(x => x <= 1).ToArray();
        Console.WriteLine(string.Join(",", matches));
        Console.ReadKey();
    }

    public class ConcatenatingQueryable<T> : IQueryable<T>
    {
        private readonly ConcatenatingQueryableProvider<T> provider;
        private readonly Expression expression;

        public ConcatenatingQueryable(IQueryable<T> source1, IQueryable<T> source2)
            : this(new ConcatenatingQueryableProvider<T>(source1, source2))
        {}

        public ConcatenatingQueryable(ConcatenatingQueryableProvider<T> provider)
        {
            this.provider = provider;
            this.expression = Expression.Constant(this);
        }

        public ConcatenatingQueryable(ConcatenatingQueryableProvider<T> provider, Expression expression)
        {
            this.provider = provider;
            this.expression = expression;
        }

        Expression IQueryable.Expression
        {
            get { return expression; }
        }

        Type IQueryable.ElementType
        {
            get { return typeof(T); }
        }

        IQueryProvider IQueryable.Provider
        {
            get { return provider; }
        }

        public IEnumerator<T> GetEnumerator()
        {
            // This line is calling Execute below
            return ((IEnumerable<T>)provider.Execute(expression)).GetEnumerator();
        }

        IEnumerator IEnumerable.GetEnumerator()
        {
            return ((IEnumerable)provider.Execute(expression)).GetEnumerator();
        }
    }

    public class ConcatenatingQueryableProvider<T> : IQueryProvider
    {
        private readonly IQueryable<T> source1;
        private readonly IQueryable<T> source2;

        public ConcatenatingQueryableProvider(IQueryable<T> source1, IQueryable<T> source2)
        {
            this.source1 = source1;
            this.source2 = source2;
        }

        IQueryable<TS> IQueryProvider.CreateQuery<TS>(Expression expression)
        {
            var elementType = TypeSystem.GetElementType(expression.Type);
            try
            {
                return (IQueryable<TS>)Activator.CreateInstance(typeof(ConcatenatingQueryable<>).MakeGenericType(elementType), new object[] { this, expression });
            }
            catch (TargetInvocationException tie)
            {
                throw tie.InnerException;
            }
        }

        IQueryable IQueryProvider.CreateQuery(Expression expression)
        {
            var elementType = TypeSystem.GetElementType(expression.Type);
            try
            {
                return (IQueryable)Activator.CreateInstance(typeof(ConcatenatingQueryable<>).MakeGenericType(elementType), new object[] { this, expression });
            }
            catch (TargetInvocationException tie)
            {
                throw tie.InnerException;
            }
        }

        TS IQueryProvider.Execute<TS>(Expression expression)
        {
            return (TS)Execute(expression);
        }

        object IQueryProvider.Execute(Expression expression)
        {
            return Execute(expression);
        }

        public object Execute(Expression expression)
        {
            // This is where I suspect the problem lies, as executing the 
            // Expression.Constant from above here will call Enumerate again,
            // which then calls this, and... you get the point
            dynamic results1 = source1.Provider.Execute(expression);
            dynamic results2 = source2.Provider.Execute(expression);
            return results1.Concat(results2);
        }
    }

    internal static class TypeSystem
    {
        internal static Type GetElementType(Type seqType)
        {
            var ienum = FindIEnumerable(seqType);
            if (ienum == null)
                return seqType;
            return ienum.GetGenericArguments()[0];
        }

        private static Type FindIEnumerable(Type seqType)
        {
            if (seqType == null || seqType == typeof(string))
                return null;
            if (seqType.IsArray)
                return typeof(IEnumerable<>).MakeGenericType(seqType.GetElementType());
            if (seqType.IsGenericType)
            {
                foreach (var arg in seqType.GetGenericArguments())
                {
                    var ienum = typeof(IEnumerable<>).MakeGenericType(arg);
                    if (ienum.IsAssignableFrom(seqType))
                    {
                        return ienum;
                    }
                }
            }
            var ifaces = seqType.GetInterfaces();
            if (ifaces.Length > 0)
            {
                foreach (var iface in ifaces)
                {
                    var ienum = FindIEnumerable(iface);
                    if (ienum != null)
                        return ienum;
                }
            }
            if (seqType.BaseType != null && seqType.BaseType != typeof(object))
            {
                return FindIEnumerable(seqType.BaseType);
            }
            return null;
        }
    }
}

我对这个界面没有多少经验,而且从这里开始做什么有点遗失.有没有人对如何做到这一点有任何建议?如果需要,我也完全放弃这种方法.

重申一下,我得到一个StackOverflowException,堆栈跟踪只是上面两条注释行之间的一堆调用,每对调用之间都有“[External Code]”.我添加了一个使用两个微小枚举的示例Main方法,但您可以想象这些是需要很长时间枚举的较大数据源.

非常感谢您的帮助!

最佳答案 当您分解传递给IQueryProvider的表达式树时,您将看到LINQ方法的调用链.请记住,LINQ通常通过链接扩展方法来工作,其中前一个方法的返回值作为第一个参数传递给下一个方法.

如果我们在逻辑上遵循这一点,那意味着链中的第一个LINQ方法必须具有源参数,并且从代码中可以看出它的来源实际上是完全相同的IQueryable. (你的ConcatenatingQueryable).

当你构建它时,你几乎已经有了这个想法 – 你只需要再向前迈一小步.我们需要做的是重新指出第一个LINQ方法使用实际的源,然后允许执行遵循其自然路径.

以下是一些示例代码:

    public object Execute(Expression expression)
    {
        var query1 = ChangeQuerySource(expression, Expression.Constant(source1));
        var query2 = ChangeQuerySource(expression, Expression.Constant(source2));
        dynamic results1 = source1.Provider.Execute(query1);
        dynamic results2 = source2.Provider.Execute(query2);
        return Enumerable.Concat(results1, results2);
    }

    private static Expression ChangeQuerySource(Expression query, Expression newSource)
    {
        // step 1: cast the Expression as a MethodCallExpression.
        // This will usually work, since a chain of LINQ statements
        // is generally a chain of method calls, but I would not
        // make such a blind assumption in production code.
        var methodCallExpression = (MethodCallExpression)query;

        // step 2: Create a new MethodCallExpression, passing in
        // the existing one's MethodInfo so we're calling the same
        // method, but just changing the parameters. Remember LINQ
        // methods are extension methods, so the first argument is
        // always the source. We carry over any additional arguments.
        query = Expression.Call(
            methodCallExpression.Method,
            new Expression[] { newSource }.Concat(methodCallExpression.Arguments.Skip(1)));

        // step 3: We call .AsEnumerable() at the end, to get an
        // ultimate return type of IEnumerable<T> instead of
        // IQueryable<T>, so we can safely use this new expression
        // tree in any IEnumerable statement.
        query = Expression.Call(
            typeof(Enumerable).GetMethod("AsEnumerable", BindingFlags.Static | BindingFlags.Public)
            .MakeGenericMethod(
                TypeSystem.GetElementType(methodCallExpression.Arguments[0].Type)
            ),
            query);
        return query;
    }
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