LINQ表达式树Where()里面的Where()

Question

我正在尝试生成以下LINQ查询:

//Query the database for all AdAccountAlerts that haven't had notifications sent out
//Then get the entity (AdAccount) the alert pertains to, and find all accounts that
//are subscribing to alerts on that entity.
var x = dataContext.Alerts.Where(a => a.NotificationsSent == null)
  .OfType<AdAccountAlert>()
  .ToList()
  .GroupJoin(dataContext.AlertSubscriptions,
    a => new Tuple<int, string>(a.AdAccountId, typeof(AdAccount).Name),
    s => new Tuple<int, string>(s.EntityId, s.EntityType),
    (Alert, Subscribers) => new Tuple<AdAccountAlert, IEnumerable<AlertSubscription>> (Alert, Subscribers))
  .Where(s => s.Item2.Any())
  .ToDictionary(kvp => (Alert)kvp.Item1, kvp => kvp.Item2.Select(s => s.Username));

使用表达式树(当我需要使用反射和运行时类型时,这似乎是我能够做到这一点的唯一方法).请注意,在实际代码中(见下文),AdAccountAlert实际上是通过反射和for循环动态的.

我的问题:我可以生成.Where()子句的所有内容.由于类型不兼容,whereExpression方法调用会爆炸.通常我知道要放在那里,但Any()方法调用让我感到困惑.我尝试了所有我能想到的类型而且没有运气.任何有关.Where()和.ToDictionary()的帮助都将不胜感激.

这是我到目前为止所拥有的:

var alertTypes = AppDomain.CurrentDomain.GetAssemblies()
  .Single(a => a.FullName.StartsWith("Alerts.Entities"))
  .GetTypes()
  .Where(t => typeof(Alert).IsAssignableFrom(t) && !t.IsAbstract && !t.IsInterface);

var alertSubscribers = new Dictionary<Alert, IEnumerable<string>>();

//Using tuples for joins to keep everything strongly-typed
var subscribableType = typeof(Tuple<int, string>);
var doubleTuple = Type.GetType("System.Tuple`2, mscorlib", true);

foreach (var alertType in alertTypes)
{
  Type foreignKeyType = GetForeignKeyType(alertType);
  if (foreignKeyType == null)
    continue;

  IQueryable<Alert> unnotifiedAlerts = dataContext.Alerts.Where(a => a.NotificationsSent == null);

  //Generates: .OfType<alertType>()
  MethodCallExpression alertsOfType = Expression.Call(typeof(Enumerable).GetMethod("OfType").MakeGenericMethod(alertType), unnotifiedAlerts.Expression);

  //Generates: .ToList(), which is required for joins on Tuples
  MethodCallExpression unnotifiedAlertsList = Expression.Call(typeof(Enumerable).GetMethod("ToList").MakeGenericMethod(alertType), alertsOfType);

  //Generates: a => new { a.{EntityId}, EntityType = typeof(AdAccount).Name }
  ParameterExpression alertParameter = Expression.Parameter(alertType, "a");
  MemberExpression adAccountId = Expression.Property(alertParameter, alertType.GetProperty(alertType.GetForeignKeyId()));
  NewExpression outerJoinObject = Expression.New(subscribableType.GetConstructor(new Type[] { typeof(int), typeof(string)}), adAccountId, Expression.Constant(foreignKeyType.Name));
  LambdaExpression outerSelector = Expression.Lambda(outerJoinObject, alertParameter);

  //Generates: s => new { s.EntityId, s.EntityType }
  Type alertSubscriptionType = typeof(AlertSubscription);
  ParameterExpression subscriptionParameter = Expression.Parameter(alertSubscriptionType, "s");
  MemberExpression entityId = Expression.Property(subscriptionParameter, alertSubscriptionType.GetProperty("EntityId"));
  MemberExpression entityType = Expression.Property(subscriptionParameter, alertSubscriptionType.GetProperty("EntityType"));
  NewExpression innerJoinObject = Expression.New(subscribableType.GetConstructor(new Type[] { typeof(int), typeof(string) }), entityId, entityType);
  LambdaExpression innerSelector = Expression.Lambda(innerJoinObject, subscriptionParameter);

  //Generates: (Alert, Subscribers) => new Tuple<Alert, IEnumerable<AlertSubscription>>(Alert, Subscribers)
  var joinResultType = doubleTuple.MakeGenericType(new Type[] { alertType, typeof(IEnumerable<AlertSubscription>) });
  ParameterExpression alertTupleParameter = Expression.Parameter(alertType, "Alert");
  ParameterExpression subscribersTupleParameter = Expression.Parameter(typeof(IEnumerable<AlertSubscription>), "Subscribers");
  NewExpression joinResultObject = Expression.New(
    joinResultType.GetConstructor(new Type[] { alertType, typeof(IEnumerable<AlertSubscription>) }),
    alertTupleParameter,
    subscribersTupleParameter);

  LambdaExpression resultsSelector = Expression.Lambda(joinResultObject, alertTupleParameter, subscribersTupleParameter);

  //Generates:
  //  .GroupJoin(dataContext.AlertSubscriptions,
  //    a => new { a.AdAccountId, typeof(AdAccount).Name },
  //    s => new { s.EntityId, s.EntityType },
  //    (Alert, Subscribers) => new Tuple<Alert, IEnumerable<AlertSubscription>>(Alert, Subscribers))
  IQueryable<AlertSubscription> alertSubscriptions = dataContext.AlertSubscriptions.AsQueryable();
  MethodCallExpression joinExpression = Expression.Call(typeof(Enumerable),
    "GroupJoin",
    new Type[]
    {
      alertType,
      alertSubscriptions.ElementType,
      outerSelector.Body.Type,
      resultsSelector.ReturnType
    },
    unnotifiedAlertsList,
    alertSubscriptions.Expression,
    outerSelector,
    innerSelector,
    resultsSelector);

  //Generates: .Where(s => s.Item2.Any())
  ParameterExpression subscribersParameter = Expression.Parameter(resultsSelector.ReturnType, "s");
  MemberExpression tupleSubscribers = Expression.Property(subscribersParameter, resultsSelector.ReturnType.GetProperty("Item2"));
  MethodCallExpression hasSubscribers = Expression.Call(typeof(Enumerable),
    "Any",
    new Type[] { alertSubscriptions.ElementType },
    tupleSubscribers);
  LambdaExpression whereLambda = Expression.Lambda(hasSubscribers, subscriptionParameter);
  MethodCallExpression whereExpression = Expression.Call(typeof(Enumerable),
    "Where",
    new Type[] { joinResultType },
    joinExpression,
    whereLambda);

Answer 1

请注意：之后的所有内容（包括在内）都ToList()无法在. 因此，无需创建表达式树。它当然不是由 EF 或类似的解释的。IQueryable<T>IEnumerable<T>

如果您查看编译器为原始查询生成的代码，您会发现它仅在第一次调用ToList.

例子：

下面的代码：

var query = new List<int>().AsQueryable();
query.Where(x => x > 0).ToList().FirstOrDefault(x => x > 10);

编译器将其翻译为：

IQueryable<int> query = new List<int>().AsQueryable<int>();
IQueryable<int> arg_4D_0 = query;
ParameterExpression parameterExpression = Expression.Parameter(typeof(int), "x");
arg_4D_0.Where(Expression.Lambda<Func<int, bool>>(Expression.GreaterThan(parameterExpression, Expression.Constant(0, typeof(int))), new ParameterExpression[]
{
    parameterExpression
})).ToList<int>().FirstOrDefault((int x) => x > 10);

请注意它如何为 之前的所有内容生成表达式ToList。之后的所有内容（包括它）都只是对扩展方法的正常调用。

Enumerable.ToList如果您不在代码中模仿这一点，您实际上将向LINQ 提供程序发送调用- 然后它会尝试将其转换为 SQL 并失败。