我正在使用LINQ to Objects进行聚合:
var summary = from esc in objs
where esc.time.Month == month && esc.time.Year == year
group esc by esc.rlf_id into g
select new {
ID = g.Key,
Total = g.Count(),
Preventable = g.Where(a => a.preventable).Count()
};
我的查询按预期运行,但我也想按匿名类型中的任意字段对查询进行排序。我发现了LINQ:按匿名类型排序,但是它在VB.NET中,并且需要严格指定要排序的字段。我可以概念化此伪代码要实现的功能:
query = get all esc in obj
aggregate into anonymous type with key ID
ID = g.Key, Total = g.Count, Preventable = g.Count of preventable
orderby inputField[0], (optional thenby inputField[1], ..., thenby inputField[n])
我该如何完成:
我愿意接受点语法或查询语法。
编辑:有了Marko Stanojevic的回答,我能够部分满足我的要求。我没有意识到我能够像这样将LINQ方法链接在一起。我现在能够(并从中获得预期的结果):
var summary = from esc in objs
where esc.time.Month == month && esc.time.Year == year
group esc by esc.rlf_id into g
select new {
ID = g.Key,
Total = g.Count(),
Preventable = g.Where(a => a.preventable).Count()
};
summary = summary.OrderBy(e => e.Total);
我需要做的是允许我做的事情:(伪代码)
summary = summary.<Order/Then>By<(optional)Descending>(e => e.<someUserInput>)
给定一些指定用户希望如何排序的字符串,显然我可以:
if (sortQuery.Equals("Total", StringComparison.OrdinalIgnoresCase), bool descending) {
summary = descending ? summary.OrderByDescending(e => e.Total) : summary.OrderBy(e => e.total)
} else if (sortQuery.Equals( /* ... etc */
但是,这最终变得非常丑陋,尤其是因为我想将其用于(可能几乎无限)不断增长的查询数量。这也将需要考虑OrderBy()
对ThenBy()
。
我希望我正在使用C#4,以便现在就可以使用动态...
数据类型是匿名的事实并不重要,也不会改变问题。匿名类型是另一种类型(它只有一个特殊名称)。与其他类型一样,它在编译时是完全已知的!您可以阅读匿名类型与动态类型,以了解有关匿名和动态类型之间差异的更多信息。
困难在于,仅在运行时才知道要调用的方法(例如OrderBy
或OrderByDescending
)及其参数(例如keySelector item => item.MyFieldName
)。
解决方案是使用Reflection。
下面的代码将该OrderByRules
功能实现为扩展方法,该扩展方法适用于任何类型的集合IQueryable<T>
(因此,IEnumerable<T>
仅使用AsQueryable<T>()
运算符即可应用于任何类型的集合。
以特殊方式处理第一条规则以使用OrderBy
运算符,而不使用ThenBy
。然后其他的递归处理。
对sort运算符的调用是在函数中执行的OrderByFieldOrPropertyName
。根据字段或属性反射信息,我们构造形式的lambda表达式item => item.fieldName
。MakeGenericMethod函数用于构造具体方法。基本上,您可以从切换OrderBy<T>
到OrderBy<MyData>
。
我希望能回答您的问题。
/// <summary>
/// Express an order rule based on property name
/// </summary>
public class OrderRule
{
public OrderRule(string fieldOrPropertyName, bool descending)
{
FieldOrPropertyName = fieldOrPropertyName;
Descending = descending;
}
public string FieldOrPropertyName { get; private set; }
public bool Descending { get; private set; }
}
/// <summary>
/// Static class holding the OrderByRules extension method
/// </summary>
static public class MyLINQExtensions
{
/// <summary>
/// Order <paramref name="dataCollection"/> according to <paramref name="rules"/> sequence
/// </summary>
/// <typeparam name="T">Collection item type</typeparam>
/// <param name="dataCollection">Queryable collection</param>
/// <param name="rules">Order rules to apply</param>
/// <returns>Ordered queryable collection</returns>
public static IOrderedQueryable<T> OrderByRules<T>(this IQueryable<T> dataCollection, IEnumerable<OrderRule> rules)
{
if (!rules.Any())
throw new ArgumentException("Rules list is empty", "rules");
// apply first rule (special case: use OrderBy operator and not ThenBy)
OrderRule rule = rules.First();
MethodInfo orderOperator = rule.Descending ? OrderByDescendingMethodInfo : OrderByMethodInfo;
IOrderedQueryable<T> orderedDataCollection = OrderByFieldOrPropertyName(dataCollection, orderOperator, rule.FieldOrPropertyName);
// apply next rules recursivly
return OrderByRulesRecursivly(orderedDataCollection, rules.Skip(1).ToList());
}
static IOrderedQueryable<T> OrderByFieldOrPropertyName<T>(IQueryable<T> dataCollection, MethodInfo orderOperator, string fieldOrPropertyName)
{
// member corresponding to fieldOrPropertyName
MemberInfo memberInfo = typeof(T).GetField(fieldOrPropertyName);
Type memberType = null;
if (memberInfo == null)
memberInfo = typeof(T).GetProperty(fieldOrPropertyName);
else
memberType = (memberInfo as FieldInfo).FieldType;
if (memberInfo == null)
throw new ArgumentException(String.Format("Field or property '{0}' doesn't exist on type '{1}'", fieldOrPropertyName, typeof(T)));
else
memberType = (memberInfo as PropertyInfo).PropertyType;
// build lambda expression: item => item.fieldName
ParameterExpression paramExp = Expression.Parameter(typeof(T));
LambdaExpression keySelectorExp = Expression.Lambda(Expression.MakeMemberAccess(paramExp, memberInfo), paramExp);
// build concrete MethodInfo from the generic one
orderOperator = orderOperator.MakeGenericMethod(typeof(T), memberType);
// invoke method on dataCollection
return orderOperator.Invoke(null, new object[] {
dataCollection,
keySelectorExp
}) as IOrderedQueryable<T>;
}
static IOrderedQueryable<T> OrderByRulesRecursivly<T>(IOrderedQueryable<T> dataCollection, List<OrderRule> rules)
{
if (!rules.Any())
return dataCollection;
// apply first rule
OrderRule rule = rules.First();
MethodInfo orderOperator = rule.Descending ? ThenByDescendingMethodInfo : ThenByMethodInfo;
IOrderedQueryable<T> orderedDataCollection = OrderByFieldOrPropertyName(dataCollection, orderOperator, rule.FieldOrPropertyName);
// apply next rules recursivly
return OrderByRulesRecursivly(orderedDataCollection, rules.Skip(1).ToList());
}
/// <summary>
/// Static constructor. Initialize Reflection informations about Order operators
/// </summary>
static MyLINQExtensions()
{
// public static IOrderedQueryable<TSource> OrderBy<TSource, TKey>(this IQueryable<TSource> source, Expression<Func<TSource, TKey>> keySelector);
OrderByMethodInfo = typeof(Queryable)
.GetMethods()
.First(m => m.Name == "OrderBy" && m.GetParameters().Count() == 2);
// public static IOrderedQueryable<TSource> OrderByDescending<TSource, TKey>(this IQueryable<TSource> source, Expression<Func<TSource, TKey>> keySelector);
OrderByDescendingMethodInfo = typeof(Queryable)
.GetMethods()
.First(m => m.Name == "OrderByDescending" && m.GetParameters().Count() == 2);
// public static IOrderedQueryable<TSource> ThenBy<TSource, TKey>(this IOrderedQueryable<TSource> source, Expression<Func<TSource, TKey>> keySelector);
ThenByMethodInfo = typeof(Queryable)
.GetMethods()
.First(m => m.Name == "ThenBy" && m.GetParameters().Count() == 2);
// public static IOrderedQueryable<TSource> ThenByDescending<TSource, TKey>(this IOrderedQueryable<TSource> source, Expression<Func<TSource, TKey>> keySelector);
ThenByDescendingMethodInfo = typeof(Queryable)
.GetMethods()
.First(m => m.Name == "ThenByDescending" && m.GetParameters().Count() == 2);
}
static MethodInfo OrderByMethodInfo;
static MethodInfo OrderByDescendingMethodInfo;
static MethodInfo ThenByMethodInfo;
static MethodInfo ThenByDescendingMethodInfo;
}
要进行编译,代码要求在标头中声明以下名称空间:
using System.Linq.Expressions;
using System.Reflection;
现在您可以OrderByRules
在上下文中使用:
var summaryOrdered = summary.OrderByRules(new List<OrderRule> {
new OrderRule("Total", true),
new OrderRule("Preventable", false)
});
这将按合计(降序)然后按可预防(升序)对集合进行排序。
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