Browse Source

新增CompareChanges函数重载

懒得勤快 1 year ago
parent
commit
2882859a55
2 changed files with 1235 additions and 1119 deletions
  1. 1 1
      Directory.Build.props
  2. 1234 1118
      Masuit.Tools.Abstractions/Extensions/BaseType/IEnumerableExtensions.cs

+ 1 - 1
Directory.Build.props

@@ -1,6 +1,6 @@
 <Project>
  <PropertyGroup>
-   <Version>2024.5.7</Version>
+   <Version>2024.5.8</Version>
    <Deterministic>true</Deterministic>
  </PropertyGroup>
 </Project>

+ 1234 - 1118
Masuit.Tools.Abstractions/Extensions/BaseType/IEnumerableExtensions.cs

@@ -16,1132 +16,1248 @@ public static class IEnumerableExtensions
 {
 #if NETFRAMEWORK
 
-	public static IEnumerable<T> Append<T>(this IEnumerable<T> source, T item)
-	{
-		return source.Concat([item]);
-	}
+    public static IEnumerable<T> Append<T>(this IEnumerable<T> source, T item)
+    {
+        return source.Concat([item]);
+    }
 
 #endif
 
-	/// <summary>
-	/// 按字段属性判等取交集
-	/// </summary>
-	/// <typeparam name="TFirst"></typeparam>
-	/// <typeparam name="TSecond"></typeparam>
-	/// <param name="second"></param>
-	/// <param name="condition"></param>
-	/// <param name="first"></param>
-	/// <returns></returns>
-	public static IEnumerable<TFirst> IntersectBy<TFirst, TSecond>(this IEnumerable<TFirst> first, IEnumerable<TSecond> second, Func<TFirst, TSecond, bool> condition)
-	{
-		return first.Where(f => second.Any(s => condition(f, s)));
-	}
-
-	/// <summary>
-	/// 按字段属性判等取交集
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="keySelector"></param>
-	/// <returns></returns>
-	public static IEnumerable<TSource> IntersectBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TSource> second, Func<TSource, TKey> keySelector)
-	{
-		return first.IntersectBy(second, keySelector, null);
-	}
-
-	/// <summary>
-	/// 按字段属性判等取交集
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="keySelector"></param>
-	/// <param name="comparer"></param>
-	/// <returns></returns>
-	public static IEnumerable<TSource> IntersectBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TSource> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
-	{
-		if (first == null)
-			throw new ArgumentNullException(nameof(first));
-		if (second == null)
-			throw new ArgumentNullException(nameof(second));
-		if (keySelector == null)
-			throw new ArgumentNullException(nameof(keySelector));
-		return IntersectByIterator(first, second, keySelector, comparer);
-	}
-
-	private static IEnumerable<TSource> IntersectByIterator<TSource, TKey>(IEnumerable<TSource> first, IEnumerable<TSource> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
-	{
-		var set = new HashSet<TKey>(second.Select(keySelector), comparer);
-		foreach (var item in first.Where(source => set.Remove(keySelector(source))))
-		{
-			yield return item;
-		}
-	}
-
-	/// <summary>
-	/// 多个集合取交集元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static IEnumerable<T> IntersectAll<T>(this IEnumerable<IEnumerable<T>> source)
-	{
-		return source.Aggregate((current, item) => current.Intersect(item));
-	}
-
-	/// <summary>
-	/// 多个集合取交集元素
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="keySelector"></param>
-	/// <returns></returns>
-	public static IEnumerable<TSource> IntersectAll<TSource, TKey>(this IEnumerable<IEnumerable<TSource>> source, Func<TSource, TKey> keySelector)
-	{
-		return source.Aggregate((current, item) => current.IntersectBy(item, keySelector));
-	}
-
-	/// <summary>
-	/// 多个集合取交集元素
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="keySelector"></param>
-	/// <param name="comparer"></param>
-	/// <returns></returns>
-	public static IEnumerable<TSource> IntersectAll<TSource, TKey>(this IEnumerable<IEnumerable<TSource>> source, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
-	{
-		return source.Aggregate((current, item) => current.IntersectBy(item, keySelector, comparer));
-	}
-
-	/// <summary>
-	/// 多个集合取交集元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="comparer"></param>
-	/// <returns></returns>
-	public static IEnumerable<T> IntersectAll<T>(this IEnumerable<IEnumerable<T>> source, IEqualityComparer<T> comparer)
-	{
-		return source.Aggregate((current, item) => current.Intersect(item, comparer));
-	}
-
-	/// <summary>
-	/// 按字段属性判等取差集
-	/// </summary>
-	/// <typeparam name="TFirst"></typeparam>
-	/// <typeparam name="TSecond"></typeparam>
-	/// <param name="second"></param>
-	/// <param name="condition"></param>
-	/// <param name="first"></param>
-	/// <returns></returns>
-	public static IEnumerable<TFirst> ExceptBy<TFirst, TSecond>(this IEnumerable<TFirst> first, IEnumerable<TSecond> second, Func<TFirst, TSecond, bool> condition)
-	{
-		return first.Where(f => !second.Any(s => condition(f, s)));
-	}
+    /// <summary>
+    /// 按字段属性判等取交集
+    /// </summary>
+    /// <typeparam name="TFirst"></typeparam>
+    /// <typeparam name="TSecond"></typeparam>
+    /// <param name="second"></param>
+    /// <param name="condition"></param>
+    /// <param name="first"></param>
+    /// <returns></returns>
+    public static IEnumerable<TFirst> IntersectBy<TFirst, TSecond>(this IEnumerable<TFirst> first, IEnumerable<TSecond> second, Func<TFirst, TSecond, bool> condition)
+    {
+        return first.Where(f => second.Any(s => condition(f, s)));
+    }
+
+    /// <summary>
+    /// 按字段属性判等取交集
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="keySelector"></param>
+    /// <returns></returns>
+    public static IEnumerable<TSource> IntersectBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TSource> second, Func<TSource, TKey> keySelector)
+    {
+        return first.IntersectBy(second, keySelector, null);
+    }
+
+    /// <summary>
+    /// 按字段属性判等取交集
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="keySelector"></param>
+    /// <param name="comparer"></param>
+    /// <returns></returns>
+    public static IEnumerable<TSource> IntersectBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TSource> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
+    {
+        if (first == null)
+            throw new ArgumentNullException(nameof(first));
+        if (second == null)
+            throw new ArgumentNullException(nameof(second));
+        if (keySelector == null)
+            throw new ArgumentNullException(nameof(keySelector));
+        return IntersectByIterator(first, second, keySelector, comparer);
+    }
+
+    private static IEnumerable<TSource> IntersectByIterator<TSource, TKey>(IEnumerable<TSource> first, IEnumerable<TSource> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
+    {
+        var set = new HashSet<TKey>(second.Select(keySelector), comparer);
+        foreach (var item in first.Where(source => set.Remove(keySelector(source))))
+        {
+            yield return item;
+        }
+    }
+
+    /// <summary>
+    /// 多个集合取交集元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static IEnumerable<T> IntersectAll<T>(this IEnumerable<IEnumerable<T>> source)
+    {
+        return source.Aggregate((current, item) => current.Intersect(item));
+    }
+
+    /// <summary>
+    /// 多个集合取交集元素
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="keySelector"></param>
+    /// <returns></returns>
+    public static IEnumerable<TSource> IntersectAll<TSource, TKey>(this IEnumerable<IEnumerable<TSource>> source, Func<TSource, TKey> keySelector)
+    {
+        return source.Aggregate((current, item) => current.IntersectBy(item, keySelector));
+    }
+
+    /// <summary>
+    /// 多个集合取交集元素
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="keySelector"></param>
+    /// <param name="comparer"></param>
+    /// <returns></returns>
+    public static IEnumerable<TSource> IntersectAll<TSource, TKey>(this IEnumerable<IEnumerable<TSource>> source, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
+    {
+        return source.Aggregate((current, item) => current.IntersectBy(item, keySelector, comparer));
+    }
+
+    /// <summary>
+    /// 多个集合取交集元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="comparer"></param>
+    /// <returns></returns>
+    public static IEnumerable<T> IntersectAll<T>(this IEnumerable<IEnumerable<T>> source, IEqualityComparer<T> comparer)
+    {
+        return source.Aggregate((current, item) => current.Intersect(item, comparer));
+    }
+
+    /// <summary>
+    /// 按字段属性判等取差集
+    /// </summary>
+    /// <typeparam name="TFirst"></typeparam>
+    /// <typeparam name="TSecond"></typeparam>
+    /// <param name="second"></param>
+    /// <param name="condition"></param>
+    /// <param name="first"></param>
+    /// <returns></returns>
+    public static IEnumerable<TFirst> ExceptBy<TFirst, TSecond>(this IEnumerable<TFirst> first, IEnumerable<TSecond> second, Func<TFirst, TSecond, bool> condition)
+    {
+        return first.Where(f => !second.Any(s => condition(f, s)));
+    }
+
+    /// <summary>
+    /// 按字段属性判等取差集
+    /// </summary>
+    /// <param name="second"></param>
+    /// <param name="first"></param>
+    /// <param name="keySelector"></param>
+    /// <returns></returns>
+    public static IEnumerable<T> ExceptBy<T, TKey>(this IEnumerable<T> first, IEnumerable<T> second, Func<T, TKey> keySelector)
+    {
+        var firstLookup = first.ToLookup(keySelector);
+        var secondLookup = second.ToLookup(keySelector);
+        return firstLookup.Where(kvp => !secondLookup.Contains(kvp.Key)).SelectMany(kvp => kvp).ToList();
+    }
 
 #if NET6_0_OR_GREATER
 #else
 
-	/// <summary>
-	/// 按字段去重
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="keySelector"></param>
-	/// <returns></returns>
-	public static IEnumerable<TSource> DistinctBy<TSource, TKey>(this IEnumerable<TSource> source, Func<TSource, TKey> keySelector)
-	{
-		if (source == null) throw new ArgumentNullException(nameof(source));
-		if (keySelector == null) throw new ArgumentNullException(nameof(keySelector));
-		var set = new HashSet<TKey>();
-		return source.Where(item => set.Add(keySelector(item)));
-	}
-
-	/// <summary>
-	/// 按字段属性判等取交集
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="keySelector"></param>
-	/// <returns></returns>
-	public static IEnumerable<TSource> IntersectBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector)
-	{
-		return first.IntersectBy(second, keySelector, null);
-	}
-
-	/// <summary>
-	/// 按字段属性判等取交集
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="keySelector"></param>
-	/// <param name="comparer"></param>
-	/// <returns></returns>
-	public static IEnumerable<TSource> IntersectBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
-	{
-		if (first == null) throw new ArgumentNullException(nameof(first));
-		if (second == null) throw new ArgumentNullException(nameof(second));
-		if (keySelector == null) throw new ArgumentNullException(nameof(keySelector));
-		return IntersectByIterator(first, second, keySelector, comparer);
-	}
-
-	private static IEnumerable<TSource> IntersectByIterator<TSource, TKey>(IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
-	{
-		var set = new HashSet<TKey>(second, comparer);
-		return first.Where(source => set.Remove(keySelector(source)));
-	}
-
-	/// <summary>
-	/// 按字段属性判等取差集
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="keySelector"></param>
-	/// <returns></returns>
-	public static IEnumerable<TSource> ExceptBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector)
-	{
-		return first.ExceptBy(second, keySelector, null);
-	}
-
-	/// <summary>
-	/// 按字段属性判等取差集
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TKey"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="keySelector"></param>
-	/// <param name="comparer"></param>
-	/// <returns></returns>
-	/// <exception cref="ArgumentNullException"></exception>
-	public static IEnumerable<TSource> ExceptBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
-	{
-		if (first == null) throw new ArgumentNullException(nameof(first));
-		if (second == null) throw new ArgumentNullException(nameof(second));
-		if (keySelector == null) throw new ArgumentNullException(nameof(keySelector));
-		return ExceptByIterator(first, second, keySelector, comparer);
-	}
-
-	private static IEnumerable<TSource> ExceptByIterator<TSource, TKey>(IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
-	{
-		var set = new HashSet<TKey>(second, comparer);
-		return first.Where(source => set.Add(keySelector(source)));
-	}
+    /// <summary>
+    /// 按字段去重
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="keySelector"></param>
+    /// <returns></returns>
+    public static IEnumerable<TSource> DistinctBy<TSource, TKey>(this IEnumerable<TSource> source, Func<TSource, TKey> keySelector)
+    {
+        if (source == null) throw new ArgumentNullException(nameof(source));
+        if (keySelector == null) throw new ArgumentNullException(nameof(keySelector));
+        var set = new HashSet<TKey>();
+        return source.Where(item => set.Add(keySelector(item)));
+    }
+
+    /// <summary>
+    /// 按字段属性判等取交集
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="keySelector"></param>
+    /// <returns></returns>
+    public static IEnumerable<TSource> IntersectBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector)
+    {
+        return first.IntersectBy(second, keySelector, null);
+    }
+
+    /// <summary>
+    /// 按字段属性判等取交集
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="keySelector"></param>
+    /// <param name="comparer"></param>
+    /// <returns></returns>
+    public static IEnumerable<TSource> IntersectBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
+    {
+        if (first == null) throw new ArgumentNullException(nameof(first));
+        if (second == null) throw new ArgumentNullException(nameof(second));
+        if (keySelector == null) throw new ArgumentNullException(nameof(keySelector));
+        return IntersectByIterator(first, second, keySelector, comparer);
+    }
+
+    private static IEnumerable<TSource> IntersectByIterator<TSource, TKey>(IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
+    {
+        var set = new HashSet<TKey>(second, comparer);
+        return first.Where(source => set.Remove(keySelector(source)));
+    }
+
+    /// <summary>
+    /// 按字段属性判等取差集
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="keySelector"></param>
+    /// <returns></returns>
+    public static IEnumerable<TSource> ExceptBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector)
+    {
+        return first.ExceptBy(second, keySelector, null);
+    }
+
+    /// <summary>
+    /// 按字段属性判等取差集
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TKey"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="keySelector"></param>
+    /// <param name="comparer"></param>
+    /// <returns></returns>
+    /// <exception cref="ArgumentNullException"></exception>
+    public static IEnumerable<TSource> ExceptBy<TSource, TKey>(this IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
+    {
+        if (first == null) throw new ArgumentNullException(nameof(first));
+        if (second == null) throw new ArgumentNullException(nameof(second));
+        if (keySelector == null) throw new ArgumentNullException(nameof(keySelector));
+        return ExceptByIterator(first, second, keySelector, comparer);
+    }
+
+    private static IEnumerable<TSource> ExceptByIterator<TSource, TKey>(IEnumerable<TSource> first, IEnumerable<TKey> second, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
+    {
+        var set = new HashSet<TKey>(second, comparer);
+        return first.Where(source => set.Add(keySelector(source)));
+    }
 
 #endif
 
-	/// <summary>
-	/// 添加多个元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="values"></param>
-	public static void AddRange<T>(this ICollection<T> @this, params T[] values)
-	{
-		foreach (var obj in values)
-		{
-			@this.Add(obj);
-		}
-	}
-
-	/// <summary>
-	/// 添加多个元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="values"></param>
-	public static void AddRange<T>(this ICollection<T> @this, IEnumerable<T> values)
-	{
-		foreach (var obj in values)
-		{
-			@this.Add(obj);
-		}
-	}
-
-	/// <summary>
-	/// 添加多个元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="values"></param>
-	public static void AddRange<T>(this ConcurrentBag<T> @this, params T[] values)
-	{
-		foreach (var obj in values)
-		{
-			@this.Add(obj);
-		}
-	}
-
-	/// <summary>
-	/// 添加多个元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="values"></param>
-	public static void AddRange<T>(this ConcurrentQueue<T> @this, params T[] values)
-	{
-		foreach (var obj in values)
-		{
-			@this.Enqueue(obj);
-		}
-	}
-
-	/// <summary>
-	/// 添加符合条件的多个元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="predicate"></param>
-	/// <param name="values"></param>
-	public static void AddRangeIf<T>(this ICollection<T> @this, Func<T, bool> predicate, params T[] values)
-	{
-		foreach (var obj in values.Where(predicate))
-		{
-			@this.Add(obj);
-		}
-	}
-
-	/// <summary>
-	/// 添加符合条件的多个元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="predicate"></param>
-	/// <param name="values"></param>
-	public static void AddRangeIf<T>(this ConcurrentBag<T> @this, Func<T, bool> predicate, params T[] values)
-	{
-		foreach (var obj in values.Where(predicate))
-		{
-			@this.Add(obj);
-		}
-	}
-
-	/// <summary>
-	/// 添加符合条件的多个元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="predicate"></param>
-	/// <param name="values"></param>
-	public static void AddRangeIf<T>(this ConcurrentQueue<T> @this, Func<T, bool> predicate, params T[] values)
-	{
-		foreach (var obj in values.Where(predicate))
-		{
-			@this.Enqueue(obj);
-		}
-	}
-
-	/// <summary>
-	/// 添加不重复的元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="values"></param>
-	public static void AddRangeIfNotContains<T>(this ICollection<T> @this, params T[] values)
-	{
-		foreach (T obj in values)
-		{
-			if ([email protected](obj))
-			{
-				@this.Add(obj);
-			}
-		}
-	}
-
-	/// <summary>
-	/// 移除符合条件的元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="this"></param>
-	/// <param name="where"></param>
-	public static void RemoveWhere<T>(this ICollection<T> @this, Func<T, bool> @where)
-	{
-		foreach (var obj in @this.Where(where).ToList())
-		{
-			@this.Remove(obj);
-		}
-	}
-
-	/// <summary>
-	/// 在元素之后添加元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="list"></param>
-	/// <param name="condition">条件</param>
-	/// <param name="value">值</param>
-	public static void InsertAfter<T>(this IList<T> list, Func<T, bool> condition, T value)
-	{
-		foreach (var index in list.Select((item, index) => new
-		{
-			item,
-			index
-		}).Where(p => condition(p.item)).OrderByDescending(p => p.index).Select(t => t.index))
-		{
-			if (index + 1 == list.Count)
-			{
-				list.Add(value);
-			}
-			else
-			{
-				list.Insert(index + 1, value);
-			}
-		}
-	}
-
-	/// <summary>
-	/// 在元素之后添加元素
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="list"></param>
-	/// <param name="index">索引位置</param>
-	/// <param name="value">值</param>
-	public static void InsertAfter<T>(this IList<T> list, int index, T value)
-	{
-		foreach (var i in list.Select((v, i) => new
-		{
-			Value = v,
-			Index = i
-		}).Where(p => p.Index == index).OrderByDescending(p => p.Index).Select(t => t.Index))
-		{
-			if (i + 1 == list.Count)
-			{
-				list.Add(value);
-			}
-			else
-			{
-				list.Insert(i + 1, value);
-			}
-		}
-	}
-
-	/// <summary>
-	/// 转HashSet
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static HashSet<TResult> ToHashSet<T, TResult>(this IEnumerable<T> source, Func<T, TResult> selector)
-	{
-		return new HashSet<TResult>(source.Select(selector));
-	}
-
-	/// <summary>
-	/// 转Queue
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static Queue<T> ToQueue<T>(this IEnumerable<T> source)
-	{
-		return new Queue<T>(source);
-	}
-
-	/// <summary>
-	/// 转Queue
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static Queue<TResult> ToQueue<T, TResult>(this IEnumerable<T> source, Func<T, TResult> selector)
-	{
-		return new Queue<TResult>(source.Select(selector));
-	}
-
-	/// <summary>
-	/// 遍历IEnumerable
-	/// </summary>
-	/// <param name="objs"></param>
-	/// <param name="action">回调方法</param>
-	/// <typeparam name="T"></typeparam>
-	public static void ForEach<T>(this IEnumerable<T> objs, Action<T> action)
-	{
-		foreach (var o in objs)
-		{
-			action(o);
-		}
-	}
-
-	/// <summary>
-	/// 异步foreach
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="maxParallelCount">最大并行数</param>
-	/// <param name="action"></param>
-	/// <param name="cancellationToken"></param>
-	/// <returns></returns>
-	public static async Task ForeachAsync<T>(this IEnumerable<T> source, Func<T, Task> action, int maxParallelCount, CancellationToken cancellationToken = default)
-	{
-		if (Debugger.IsAttached)
-		{
-			foreach (var item in source)
-			{
-				await action(item);
-			}
-
-			return;
-		}
-
-		var list = new List<Task>();
-		foreach (var item in source)
-		{
-			if (cancellationToken.IsCancellationRequested)
-			{
-				return;
-			}
-
-			list.Add(action(item));
-			if (list.Count(t => !t.IsCompleted) >= maxParallelCount)
-			{
-				await Task.WhenAny(list);
-				list.RemoveAll(t => t.IsCompleted);
-			}
-		}
-
-		await Task.WhenAll(list);
-	}
-
-	/// <summary>
-	/// 异步foreach
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="action"></param>
-	/// <param name="cancellationToken"></param>
-	/// <returns></returns>
-	public static Task ForeachAsync<T>(this IEnumerable<T> source, Func<T, Task> action, CancellationToken cancellationToken = default)
-	{
-		if (source is ICollection<T> collection)
-		{
-			return ForeachAsync(collection, action, collection.Count, cancellationToken);
-		}
-
-		var list = source.ToList();
-		return ForeachAsync(list, action, list.Count, cancellationToken);
-	}
-
-	/// <summary>
-	/// 异步Select
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static Task<TResult[]> SelectAsync<T, TResult>(this IEnumerable<T> source, Func<T, Task<TResult>> selector)
-	{
-		return Task.WhenAll(source.Select(selector));
-	}
-
-	/// <summary>
-	/// 异步Select
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static Task<TResult[]> SelectAsync<T, TResult>(this IEnumerable<T> source, Func<T, int, Task<TResult>> selector)
-	{
-		return Task.WhenAll(source.Select(selector));
-	}
-
-	/// <summary>
-	/// 异步Select
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <param name="maxParallelCount">最大并行数</param>
-	/// <returns></returns>
-	public static async Task<List<TResult>> SelectAsync<T, TResult>(this IEnumerable<T> source, Func<T, Task<TResult>> selector, int maxParallelCount)
-	{
-		var results = new List<TResult>();
-		var tasks = new List<Task<TResult>>();
-		foreach (var item in source)
-		{
-			var task = selector(item);
-			tasks.Add(task);
-			if (tasks.Count >= maxParallelCount)
-			{
-				await Task.WhenAny(tasks);
-				var completedTasks = tasks.Where(t => t.IsCompleted).ToArray();
-				results.AddRange(completedTasks.Select(t => t.Result));
-				tasks.RemoveWhere(t => completedTasks.Contains(t));
-			}
-		}
-
-		results.AddRange(await Task.WhenAll(tasks));
-		return results;
-	}
-
-	/// <summary>
-	/// 异步Select
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <param name="maxParallelCount">最大并行数</param>
-	/// <returns></returns>
-	public static async Task<List<TResult>> SelectAsync<T, TResult>(this IEnumerable<T> source, Func<T, int, Task<TResult>> selector, int maxParallelCount)
-	{
-		var results = new List<TResult>();
-		var tasks = new List<Task<TResult>>();
-		int index = 0;
-		foreach (var item in source)
-		{
-			var task = selector(item, index);
-			tasks.Add(task);
-			Interlocked.Add(ref index, 1);
-			if (tasks.Count >= maxParallelCount)
-			{
-				await Task.WhenAny(tasks);
-				var completedTasks = tasks.Where(t => t.IsCompleted).ToArray();
-				results.AddRange(completedTasks.Select(t => t.Result));
-				tasks.RemoveWhere(t => completedTasks.Contains(t));
-			}
-		}
-
-		results.AddRange(await Task.WhenAll(tasks));
-		return results;
-	}
-
-	/// <summary>
-	/// 异步For
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <param name="maxParallelCount">最大并行数</param>
-	/// <param name="cancellationToken">取消口令</param>
-	/// <returns></returns>
-	public static async Task ForAsync<T>(this IEnumerable<T> source, Func<T, int, Task> selector, int maxParallelCount, CancellationToken cancellationToken = default)
-	{
-		int index = 0;
-		if (Debugger.IsAttached)
-		{
-			foreach (var item in source)
-			{
-				await selector(item, index);
-				index++;
-			}
-
-			return;
-		}
-
-		var list = new List<Task>();
-		foreach (var item in source)
-		{
-			if (cancellationToken.IsCancellationRequested)
-			{
-				return;
-			}
-
-			list.Add(selector(item, index));
-			Interlocked.Add(ref index, 1);
-			if (list.Count >= maxParallelCount)
-			{
-				await Task.WhenAny(list);
-				list.RemoveAll(t => t.IsCompleted);
-			}
-		}
-
-		await Task.WhenAll(list);
-	}
-
-	/// <summary>
-	/// 异步For
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <param name="cancellationToken">取消口令</param>
-	/// <returns></returns>
-	public static Task ForAsync<T>(this IEnumerable<T> source, Func<T, int, Task> selector, CancellationToken cancellationToken = default)
-	{
-		if (source is ICollection<T> collection)
-		{
-			return ForAsync(collection, selector, collection.Count, cancellationToken);
-		}
-
-		var list = source.ToList();
-		return ForAsync(list, selector, list.Count, cancellationToken);
-	}
-
-	/// <summary>
-	/// 取最大值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static TResult MaxOrDefault<TSource, TResult>(this IQueryable<TSource> source, Expression<Func<TSource, TResult>> selector) => source.Select(selector).DefaultIfEmpty().Max();
-
-	/// <summary>
-	/// 取最大值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <param name="defaultValue"></param>
-	/// <returns></returns>
-	public static TResult MaxOrDefault<TSource, TResult>(this IQueryable<TSource> source, Expression<Func<TSource, TResult>> selector, TResult defaultValue) => source.Select(selector).DefaultIfEmpty(defaultValue).Max();
-
-	/// <summary>
-	/// 取最大值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static TSource MaxOrDefault<TSource>(this IQueryable<TSource> source) => source.DefaultIfEmpty().Max();
-
-	/// <summary>
-	/// 取最大值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="defaultValue"></param>
-	/// <returns></returns>
-	public static TSource MaxOrDefault<TSource>(this IQueryable<TSource> source, TSource defaultValue) => source.DefaultIfEmpty(defaultValue).Max();
-
-	/// <summary>
-	/// 取最大值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <param name="defaultValue"></param>
-	/// <returns></returns>
-	public static TResult MaxOrDefault<TSource, TResult>(this IEnumerable<TSource> source, Func<TSource, TResult> selector, TResult defaultValue) => source.Select(selector).DefaultIfEmpty(defaultValue).Max();
-
-	/// <summary>
-	/// 取最大值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static TResult MaxOrDefault<TSource, TResult>(this IEnumerable<TSource> source, Func<TSource, TResult> selector) => source.Select(selector).DefaultIfEmpty().Max();
-
-	/// <summary>
-	/// 取最大值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static TSource MaxOrDefault<TSource>(this IEnumerable<TSource> source) => source.DefaultIfEmpty().Max();
-
-	/// <summary>
-	/// 取最大值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="defaultValue"></param>
-	/// <returns></returns>
-	public static TSource MaxOrDefault<TSource>(this IEnumerable<TSource> source, TSource defaultValue) => source.DefaultIfEmpty(defaultValue).Max();
-
-	/// <summary>
-	/// 取最小值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static TResult MinOrDefault<TSource, TResult>(this IQueryable<TSource> source, Expression<Func<TSource, TResult>> selector) => source.Select(selector).DefaultIfEmpty().Min();
-
-	/// <summary>
-	/// 取最小值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <param name="defaultValue"></param>
-	/// <returns></returns>
-	public static TResult MinOrDefault<TSource, TResult>(this IQueryable<TSource> source, Expression<Func<TSource, TResult>> selector, TResult defaultValue) => source.Select(selector).DefaultIfEmpty(defaultValue).Min();
-
-	/// <summary>
-	/// 取最小值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static TSource MinOrDefault<TSource>(this IQueryable<TSource> source) => source.DefaultIfEmpty().Min();
-
-	/// <summary>
-	/// 取最小值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="defaultValue"></param>
-	/// <returns></returns>
-	public static TSource MinOrDefault<TSource>(this IQueryable<TSource> source, TSource defaultValue) => source.DefaultIfEmpty(defaultValue).Min();
-
-	/// <summary>
-	/// 取最小值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static TResult MinOrDefault<TSource, TResult>(this IEnumerable<TSource> source, Func<TSource, TResult> selector) => source.Select(selector).DefaultIfEmpty().Min();
-
-	/// <summary>
-	/// 取最小值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <param name="defaultValue"></param>
-	/// <returns></returns>
-	public static TResult MinOrDefault<TSource, TResult>(this IEnumerable<TSource> source, Func<TSource, TResult> selector, TResult defaultValue) => source.Select(selector).DefaultIfEmpty(defaultValue).Min();
-
-	/// <summary>
-	/// 取最小值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static TSource MinOrDefault<TSource>(this IEnumerable<TSource> source) => source.DefaultIfEmpty().Min();
-
-	/// <summary>
-	/// 取最小值
-	/// </summary>
-	/// <typeparam name="TSource"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="defaultValue"></param>
-	/// <returns></returns>
-	public static TSource MinOrDefault<TSource>(this IEnumerable<TSource> source, TSource defaultValue) => source.DefaultIfEmpty(defaultValue).Min();
-
-	/// <summary>
-	/// 标准差
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <typeparam name="TResult"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="selector"></param>
-	/// <returns></returns>
-	public static TResult StandardDeviation<T, TResult>(this IEnumerable<T> source, Func<T, TResult> selector) where TResult : IConvertible
-	{
-		return StandardDeviation(source.Select(t => selector(t).ConvertTo<double>())).ConvertTo<TResult>();
-	}
-
-	/// <summary>
-	/// 标准差
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static T StandardDeviation<T>(this IEnumerable<T> source) where T : IConvertible
-	{
-		return StandardDeviation(source.Select(t => t.ConvertTo<double>())).ConvertTo<T>();
-	}
-
-	/// <summary>
-	/// 标准差
-	/// </summary>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static double StandardDeviation(this IEnumerable<double> source)
-	{
-		double result = 0;
-		var list = source as ICollection<double> ?? source.ToList();
-		int count = list.Count;
-		if (count > 1)
-		{
-			var avg = list.Average();
-			var sum = list.Sum(d => (d - avg) * (d - avg));
-			result = Math.Sqrt(sum / count);
-		}
-
-		return result;
-	}
-
-	/// <summary>
-	/// 随机排序
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <returns></returns>
-	public static IOrderedEnumerable<T> OrderByRandom<T>(this IEnumerable<T> source)
-	{
-		return source.OrderBy(_ => Guid.NewGuid());
-	}
-
-	/// <summary>
-	/// 序列相等
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="condition"></param>
-	/// <returns></returns>
-	public static bool SequenceEqual<T>(this IEnumerable<T> first, IEnumerable<T> second, Func<T, T, bool> condition)
-	{
-		if (first is ICollection<T> source1 && second is ICollection<T> source2)
-		{
-			if (source1.Count != source2.Count)
-			{
-				return false;
-			}
-
-			if (source1 is IList<T> list1 && source2 is IList<T> list2)
-			{
-				int count = source1.Count;
-				for (int index = 0; index < count; ++index)
-				{
-					if (!condition(list1[index], list2[index]))
-					{
-						return false;
-					}
-				}
-
-				return true;
-			}
-		}
-
-		using IEnumerator<T> enumerator1 = first.GetEnumerator();
-		using IEnumerator<T> enumerator2 = second.GetEnumerator();
-		while (enumerator1.MoveNext())
-		{
-			if (!enumerator2.MoveNext() || !condition(enumerator1.Current, enumerator2.Current))
-			{
-				return false;
-			}
-		}
-
-		return !enumerator2.MoveNext();
-	}
-
-	/// <summary>
-	/// 序列相等
-	/// </summary>
-	/// <typeparam name="T1"></typeparam>
-	/// <typeparam name="T2"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="condition"></param>
-	/// <returns></returns>
-	public static bool SequenceEqual<T1, T2>(this IEnumerable<T1> first, IEnumerable<T2> second, Func<T1, T2, bool> condition)
-	{
-		if (first is ICollection<T1> source1 && second is ICollection<T2> source2)
-		{
-			if (source1.Count != source2.Count)
-			{
-				return false;
-			}
-
-			if (source1 is IList<T1> list1 && source2 is IList<T2> list2)
-			{
-				int count = source1.Count;
-				for (int index = 0; index < count; ++index)
-				{
-					if (!condition(list1[index], list2[index]))
-					{
-						return false;
-					}
-				}
-
-				return true;
-			}
-		}
-
-		using IEnumerator<T1> enumerator1 = first.GetEnumerator();
-		using IEnumerator<T2> enumerator2 = second.GetEnumerator();
-		while (enumerator1.MoveNext())
-		{
-			if (!enumerator2.MoveNext() || !condition(enumerator1.Current, enumerator2.Current))
-			{
-				return false;
-			}
-		}
-
-		return !enumerator2.MoveNext();
-	}
-
-	/// <summary>
-	/// 对比两个集合哪些是新增的、删除的、修改的
-	/// </summary>
-	/// <typeparam name="T1"></typeparam>
-	/// <typeparam name="T2"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="condition">对比因素条件</param>
-	/// <returns></returns>
-	public static (List<T1> adds, List<T2> remove, List<T1> updates) CompareChanges<T1, T2>(this IEnumerable<T1> first, IEnumerable<T2> second, Func<T1, T2, bool> condition)
-	{
-		first ??= new List<T1>();
-		second ??= new List<T2>();
-		var firstSource = first as ICollection<T1> ?? first.ToList();
-		var secondSource = second as ICollection<T2> ?? second.ToList();
-		var add = firstSource.ExceptBy(secondSource, condition).ToList();
-		var remove = secondSource.ExceptBy(firstSource, (s, f) => condition(f, s)).ToList();
-		var update = firstSource.IntersectBy(secondSource, condition).ToList();
-		return (add, remove, update);
-	}
-
-	/// <summary>
-	/// 对比两个集合哪些是新增的、删除的、修改的
-	/// </summary>
-	/// <typeparam name="T1"></typeparam>
-	/// <typeparam name="T2"></typeparam>
-	/// <param name="first"></param>
-	/// <param name="second"></param>
-	/// <param name="condition">对比因素条件</param>
-	/// <returns></returns>
-	public static (List<T1> adds, List<T2> remove, List<(T1 first, T2 second)> updates) CompareChangesPlus<T1, T2>(this IEnumerable<T1> first, IEnumerable<T2> second, Func<T1, T2, bool> condition)
-	{
-		first ??= new List<T1>();
-		second ??= new List<T2>();
-		var firstSource = first as ICollection<T1> ?? first.ToList();
-		var secondSource = second as ICollection<T2> ?? second.ToList();
-		var add = firstSource.ExceptBy(secondSource, condition).ToList();
-		var remove = secondSource.ExceptBy(firstSource, (s, f) => condition(f, s)).ToList();
-		var updates = firstSource.IntersectBy(secondSource, condition).Select(t1 => (t1, secondSource.FirstOrDefault(t2 => condition(t1, t2)))).ToList();
-		return (add, remove, updates);
-	}
-
-	/// <summary>
-	/// 将集合声明为非null集合
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="list"></param>
-	/// <returns></returns>
-	public static List<T> AsNotNull<T>(this List<T> list)
-	{
-		return list ?? new List<T>();
-	}
-
-	/// <summary>
-	/// 将集合声明为非null集合
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="list"></param>
-	/// <returns></returns>
-	public static IEnumerable<T> AsNotNull<T>(this IEnumerable<T> list)
-	{
-		return list ?? new List<T>();
-	}
-
-	/// <summary>
-	/// 满足条件时执行筛选条件
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="condition"></param>
-	/// <param name="where"></param>
-	/// <returns></returns>
-	public static IEnumerable<T> WhereIf<T>(this IEnumerable<T> source, bool condition, Func<T, bool> where)
-	{
-		return condition ? source.Where(where) : source;
-	}
-
-	/// <summary>
-	/// 满足条件时执行筛选条件
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="condition"></param>
-	/// <param name="where"></param>
-	/// <returns></returns>
-	public static IEnumerable<T> WhereIf<T>(this IEnumerable<T> source, Func<bool> condition, Func<T, bool> where)
-	{
-		return condition() ? source.Where(where) : source;
-	}
-
-	/// <summary>
-	/// 满足条件时执行筛选条件
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="condition"></param>
-	/// <param name="where"></param>
-	/// <returns></returns>
-	public static IQueryable<T> WhereIf<T>(this IQueryable<T> source, bool condition, Expression<Func<T, bool>> where)
-	{
-		return condition ? source.Where(where) : source;
-	}
-
-	/// <summary>
-	/// 满足条件时执行筛选条件
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="source"></param>
-	/// <param name="condition"></param>
-	/// <param name="where"></param>
-	/// <returns></returns>
-	public static IQueryable<T> WhereIf<T>(this IQueryable<T> source, Func<bool> condition, Expression<Func<T, bool>> where)
-	{
-		return condition() ? source.Where(where) : source;
-	}
-
-	/// <summary>
-	/// 改变元素的索引位置
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="list">集合</param>
-	/// <param name="item">元素</param>
-	/// <param name="index">索引值</param>
-	/// <exception cref="ArgumentNullException"></exception>
-	public static IList<T> ChangeIndex<T>(this IList<T> list, T item, int index)
-	{
-		if (item is null)
-		{
-			throw new ArgumentNullException(nameof(item));
-		}
-
-		ChangeIndexInternal(list, item, index);
-		return list;
-	}
-
-	/// <summary>
-	/// 改变元素的索引位置
-	/// </summary>
-	/// <typeparam name="T"></typeparam>
-	/// <param name="list">集合</param>
-	/// <param name="condition">元素定位条件</param>
-	/// <param name="index">索引值</param>
-	public static IList<T> ChangeIndex<T>(this IList<T> list, Func<T, bool> condition, int index)
-	{
-		var item = list.FirstOrDefault(condition);
-		if (item != null)
-		{
-			ChangeIndexInternal(list, item, index);
-		}
-		return list;
-	}
-
-	private static void ChangeIndexInternal<T>(IList<T> list, T item, int index)
-	{
-		index = Math.Max(0, index);
-		index = Math.Min(list.Count - 1, index);
-		list.Remove(item);
-		list.Insert(index, item);
-	}
+    /// <summary>
+    /// 添加多个元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="values"></param>
+    public static void AddRange<T>(this ICollection<T> @this, params T[] values)
+    {
+        foreach (var obj in values)
+        {
+            @this.Add(obj);
+        }
+    }
+
+    /// <summary>
+    /// 添加多个元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="values"></param>
+    public static void AddRange<T>(this ICollection<T> @this, IEnumerable<T> values)
+    {
+        foreach (var obj in values)
+        {
+            @this.Add(obj);
+        }
+    }
+
+    /// <summary>
+    /// 添加多个元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="values"></param>
+    public static void AddRange<T>(this ConcurrentBag<T> @this, params T[] values)
+    {
+        foreach (var obj in values)
+        {
+            @this.Add(obj);
+        }
+    }
+
+    /// <summary>
+    /// 添加多个元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="values"></param>
+    public static void AddRange<T>(this ConcurrentQueue<T> @this, params T[] values)
+    {
+        foreach (var obj in values)
+        {
+            @this.Enqueue(obj);
+        }
+    }
+
+    /// <summary>
+    /// 添加符合条件的多个元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="predicate"></param>
+    /// <param name="values"></param>
+    public static void AddRangeIf<T>(this ICollection<T> @this, Func<T, bool> predicate, params T[] values)
+    {
+        foreach (var obj in values.Where(predicate))
+        {
+            @this.Add(obj);
+        }
+    }
+
+    /// <summary>
+    /// 添加符合条件的多个元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="predicate"></param>
+    /// <param name="values"></param>
+    public static void AddRangeIf<T>(this ConcurrentBag<T> @this, Func<T, bool> predicate, params T[] values)
+    {
+        foreach (var obj in values.Where(predicate))
+        {
+            @this.Add(obj);
+        }
+    }
+
+    /// <summary>
+    /// 添加符合条件的多个元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="predicate"></param>
+    /// <param name="values"></param>
+    public static void AddRangeIf<T>(this ConcurrentQueue<T> @this, Func<T, bool> predicate, params T[] values)
+    {
+        foreach (var obj in values.Where(predicate))
+        {
+            @this.Enqueue(obj);
+        }
+    }
+
+    /// <summary>
+    /// 添加不重复的元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="values"></param>
+    public static void AddRangeIfNotContains<T>(this ICollection<T> @this, params T[] values)
+    {
+        foreach (T obj in values)
+        {
+            if ([email protected](obj))
+            {
+                @this.Add(obj);
+            }
+        }
+    }
+
+    /// <summary>
+    /// 移除符合条件的元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="this"></param>
+    /// <param name="where"></param>
+    public static void RemoveWhere<T>(this ICollection<T> @this, Func<T, bool> @where)
+    {
+        foreach (var obj in @this.Where(where).ToList())
+        {
+            @this.Remove(obj);
+        }
+    }
+
+    /// <summary>
+    /// 在元素之后添加元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="list"></param>
+    /// <param name="condition">条件</param>
+    /// <param name="value">值</param>
+    public static void InsertAfter<T>(this IList<T> list, Func<T, bool> condition, T value)
+    {
+        foreach (var index in list.Select((item, index) => new
+        {
+            item,
+            index
+        }).Where(p => condition(p.item)).OrderByDescending(p => p.index).Select(t => t.index))
+        {
+            if (index + 1 == list.Count)
+            {
+                list.Add(value);
+            }
+            else
+            {
+                list.Insert(index + 1, value);
+            }
+        }
+    }
+
+    /// <summary>
+    /// 在元素之后添加元素
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="list"></param>
+    /// <param name="index">索引位置</param>
+    /// <param name="value">值</param>
+    public static void InsertAfter<T>(this IList<T> list, int index, T value)
+    {
+        foreach (var i in list.Select((v, i) => new
+        {
+            Value = v,
+            Index = i
+        }).Where(p => p.Index == index).OrderByDescending(p => p.Index).Select(t => t.Index))
+        {
+            if (i + 1 == list.Count)
+            {
+                list.Add(value);
+            }
+            else
+            {
+                list.Insert(i + 1, value);
+            }
+        }
+    }
+
+    /// <summary>
+    /// 转HashSet
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static HashSet<TResult> ToHashSet<T, TResult>(this IEnumerable<T> source, Func<T, TResult> selector)
+    {
+        return new HashSet<TResult>(source.Select(selector));
+    }
+
+    /// <summary>
+    /// 转Queue
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static Queue<T> ToQueue<T>(this IEnumerable<T> source)
+    {
+        return new Queue<T>(source);
+    }
+
+    /// <summary>
+    /// 转Queue
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static Queue<TResult> ToQueue<T, TResult>(this IEnumerable<T> source, Func<T, TResult> selector)
+    {
+        return new Queue<TResult>(source.Select(selector));
+    }
+
+    /// <summary>
+    /// 遍历IEnumerable
+    /// </summary>
+    /// <param name="objs"></param>
+    /// <param name="action">回调方法</param>
+    /// <typeparam name="T"></typeparam>
+    public static void ForEach<T>(this IEnumerable<T> objs, Action<T> action)
+    {
+        foreach (var o in objs)
+        {
+            action(o);
+        }
+    }
+
+    /// <summary>
+    /// 异步foreach
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="maxParallelCount">最大并行数</param>
+    /// <param name="action"></param>
+    /// <param name="cancellationToken"></param>
+    /// <returns></returns>
+    public static async Task ForeachAsync<T>(this IEnumerable<T> source, Func<T, Task> action, int maxParallelCount, CancellationToken cancellationToken = default)
+    {
+        if (Debugger.IsAttached)
+        {
+            foreach (var item in source)
+            {
+                await action(item);
+            }
+
+            return;
+        }
+
+        var list = new List<Task>();
+        foreach (var item in source)
+        {
+            if (cancellationToken.IsCancellationRequested)
+            {
+                return;
+            }
+
+            list.Add(action(item));
+            if (list.Count(t => !t.IsCompleted) >= maxParallelCount)
+            {
+                await Task.WhenAny(list);
+                list.RemoveAll(t => t.IsCompleted);
+            }
+        }
+
+        await Task.WhenAll(list);
+    }
+
+    /// <summary>
+    /// 异步foreach
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="action"></param>
+    /// <param name="cancellationToken"></param>
+    /// <returns></returns>
+    public static Task ForeachAsync<T>(this IEnumerable<T> source, Func<T, Task> action, CancellationToken cancellationToken = default)
+    {
+        if (source is ICollection<T> collection)
+        {
+            return ForeachAsync(collection, action, collection.Count, cancellationToken);
+        }
+
+        var list = source.ToList();
+        return ForeachAsync(list, action, list.Count, cancellationToken);
+    }
+
+    /// <summary>
+    /// 异步Select
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static Task<TResult[]> SelectAsync<T, TResult>(this IEnumerable<T> source, Func<T, Task<TResult>> selector)
+    {
+        return Task.WhenAll(source.Select(selector));
+    }
+
+    /// <summary>
+    /// 异步Select
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static Task<TResult[]> SelectAsync<T, TResult>(this IEnumerable<T> source, Func<T, int, Task<TResult>> selector)
+    {
+        return Task.WhenAll(source.Select(selector));
+    }
+
+    /// <summary>
+    /// 异步Select
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <param name="maxParallelCount">最大并行数</param>
+    /// <returns></returns>
+    public static async Task<List<TResult>> SelectAsync<T, TResult>(this IEnumerable<T> source, Func<T, Task<TResult>> selector, int maxParallelCount)
+    {
+        var results = new List<TResult>();
+        var tasks = new List<Task<TResult>>();
+        foreach (var item in source)
+        {
+            var task = selector(item);
+            tasks.Add(task);
+            if (tasks.Count >= maxParallelCount)
+            {
+                await Task.WhenAny(tasks);
+                var completedTasks = tasks.Where(t => t.IsCompleted).ToArray();
+                results.AddRange(completedTasks.Select(t => t.Result));
+                tasks.RemoveWhere(t => completedTasks.Contains(t));
+            }
+        }
+
+        results.AddRange(await Task.WhenAll(tasks));
+        return results;
+    }
+
+    /// <summary>
+    /// 异步Select
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <param name="maxParallelCount">最大并行数</param>
+    /// <returns></returns>
+    public static async Task<List<TResult>> SelectAsync<T, TResult>(this IEnumerable<T> source, Func<T, int, Task<TResult>> selector, int maxParallelCount)
+    {
+        var results = new List<TResult>();
+        var tasks = new List<Task<TResult>>();
+        int index = 0;
+        foreach (var item in source)
+        {
+            var task = selector(item, index);
+            tasks.Add(task);
+            Interlocked.Add(ref index, 1);
+            if (tasks.Count >= maxParallelCount)
+            {
+                await Task.WhenAny(tasks);
+                var completedTasks = tasks.Where(t => t.IsCompleted).ToArray();
+                results.AddRange(completedTasks.Select(t => t.Result));
+                tasks.RemoveWhere(t => completedTasks.Contains(t));
+            }
+        }
+
+        results.AddRange(await Task.WhenAll(tasks));
+        return results;
+    }
+
+    /// <summary>
+    /// 异步For
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <param name="maxParallelCount">最大并行数</param>
+    /// <param name="cancellationToken">取消口令</param>
+    /// <returns></returns>
+    public static async Task ForAsync<T>(this IEnumerable<T> source, Func<T, int, Task> selector, int maxParallelCount, CancellationToken cancellationToken = default)
+    {
+        int index = 0;
+        if (Debugger.IsAttached)
+        {
+            foreach (var item in source)
+            {
+                await selector(item, index);
+                index++;
+            }
+
+            return;
+        }
+
+        var list = new List<Task>();
+        foreach (var item in source)
+        {
+            if (cancellationToken.IsCancellationRequested)
+            {
+                return;
+            }
+
+            list.Add(selector(item, index));
+            Interlocked.Add(ref index, 1);
+            if (list.Count >= maxParallelCount)
+            {
+                await Task.WhenAny(list);
+                list.RemoveAll(t => t.IsCompleted);
+            }
+        }
+
+        await Task.WhenAll(list);
+    }
+
+    /// <summary>
+    /// 异步For
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <param name="cancellationToken">取消口令</param>
+    /// <returns></returns>
+    public static Task ForAsync<T>(this IEnumerable<T> source, Func<T, int, Task> selector, CancellationToken cancellationToken = default)
+    {
+        if (source is ICollection<T> collection)
+        {
+            return ForAsync(collection, selector, collection.Count, cancellationToken);
+        }
+
+        var list = source.ToList();
+        return ForAsync(list, selector, list.Count, cancellationToken);
+    }
+
+    /// <summary>
+    /// 取最大值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static TResult MaxOrDefault<TSource, TResult>(this IQueryable<TSource> source, Expression<Func<TSource, TResult>> selector) => source.Select(selector).DefaultIfEmpty().Max();
+
+    /// <summary>
+    /// 取最大值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <param name="defaultValue"></param>
+    /// <returns></returns>
+    public static TResult MaxOrDefault<TSource, TResult>(this IQueryable<TSource> source, Expression<Func<TSource, TResult>> selector, TResult defaultValue) => source.Select(selector).DefaultIfEmpty(defaultValue).Max();
+
+    /// <summary>
+    /// 取最大值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static TSource MaxOrDefault<TSource>(this IQueryable<TSource> source) => source.DefaultIfEmpty().Max();
+
+    /// <summary>
+    /// 取最大值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="defaultValue"></param>
+    /// <returns></returns>
+    public static TSource MaxOrDefault<TSource>(this IQueryable<TSource> source, TSource defaultValue) => source.DefaultIfEmpty(defaultValue).Max();
+
+    /// <summary>
+    /// 取最大值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <param name="defaultValue"></param>
+    /// <returns></returns>
+    public static TResult MaxOrDefault<TSource, TResult>(this IEnumerable<TSource> source, Func<TSource, TResult> selector, TResult defaultValue) => source.Select(selector).DefaultIfEmpty(defaultValue).Max();
+
+    /// <summary>
+    /// 取最大值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static TResult MaxOrDefault<TSource, TResult>(this IEnumerable<TSource> source, Func<TSource, TResult> selector) => source.Select(selector).DefaultIfEmpty().Max();
+
+    /// <summary>
+    /// 取最大值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static TSource MaxOrDefault<TSource>(this IEnumerable<TSource> source) => source.DefaultIfEmpty().Max();
+
+    /// <summary>
+    /// 取最大值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="defaultValue"></param>
+    /// <returns></returns>
+    public static TSource MaxOrDefault<TSource>(this IEnumerable<TSource> source, TSource defaultValue) => source.DefaultIfEmpty(defaultValue).Max();
+
+    /// <summary>
+    /// 取最小值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static TResult MinOrDefault<TSource, TResult>(this IQueryable<TSource> source, Expression<Func<TSource, TResult>> selector) => source.Select(selector).DefaultIfEmpty().Min();
+
+    /// <summary>
+    /// 取最小值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <param name="defaultValue"></param>
+    /// <returns></returns>
+    public static TResult MinOrDefault<TSource, TResult>(this IQueryable<TSource> source, Expression<Func<TSource, TResult>> selector, TResult defaultValue) => source.Select(selector).DefaultIfEmpty(defaultValue).Min();
+
+    /// <summary>
+    /// 取最小值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static TSource MinOrDefault<TSource>(this IQueryable<TSource> source) => source.DefaultIfEmpty().Min();
+
+    /// <summary>
+    /// 取最小值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="defaultValue"></param>
+    /// <returns></returns>
+    public static TSource MinOrDefault<TSource>(this IQueryable<TSource> source, TSource defaultValue) => source.DefaultIfEmpty(defaultValue).Min();
+
+    /// <summary>
+    /// 取最小值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static TResult MinOrDefault<TSource, TResult>(this IEnumerable<TSource> source, Func<TSource, TResult> selector) => source.Select(selector).DefaultIfEmpty().Min();
+
+    /// <summary>
+    /// 取最小值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <param name="defaultValue"></param>
+    /// <returns></returns>
+    public static TResult MinOrDefault<TSource, TResult>(this IEnumerable<TSource> source, Func<TSource, TResult> selector, TResult defaultValue) => source.Select(selector).DefaultIfEmpty(defaultValue).Min();
+
+    /// <summary>
+    /// 取最小值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static TSource MinOrDefault<TSource>(this IEnumerable<TSource> source) => source.DefaultIfEmpty().Min();
+
+    /// <summary>
+    /// 取最小值
+    /// </summary>
+    /// <typeparam name="TSource"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="defaultValue"></param>
+    /// <returns></returns>
+    public static TSource MinOrDefault<TSource>(this IEnumerable<TSource> source, TSource defaultValue) => source.DefaultIfEmpty(defaultValue).Min();
+
+    /// <summary>
+    /// 标准差
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <typeparam name="TResult"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="selector"></param>
+    /// <returns></returns>
+    public static TResult StandardDeviation<T, TResult>(this IEnumerable<T> source, Func<T, TResult> selector) where TResult : IConvertible
+    {
+        return StandardDeviation(source.Select(t => selector(t).ConvertTo<double>())).ConvertTo<TResult>();
+    }
+
+    /// <summary>
+    /// 标准差
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static T StandardDeviation<T>(this IEnumerable<T> source) where T : IConvertible
+    {
+        return StandardDeviation(source.Select(t => t.ConvertTo<double>())).ConvertTo<T>();
+    }
+
+    /// <summary>
+    /// 标准差
+    /// </summary>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static double StandardDeviation(this IEnumerable<double> source)
+    {
+        double result = 0;
+        var list = source as ICollection<double> ?? source.ToList();
+        int count = list.Count;
+        if (count > 1)
+        {
+            var avg = list.Average();
+            var sum = list.Sum(d => (d - avg) * (d - avg));
+            result = Math.Sqrt(sum / count);
+        }
+
+        return result;
+    }
+
+    /// <summary>
+    /// 随机排序
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <returns></returns>
+    public static IOrderedEnumerable<T> OrderByRandom<T>(this IEnumerable<T> source)
+    {
+        return source.OrderBy(_ => Guid.NewGuid());
+    }
+
+    /// <summary>
+    /// 序列相等
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="condition"></param>
+    /// <returns></returns>
+    public static bool SequenceEqual<T>(this IEnumerable<T> first, IEnumerable<T> second, Func<T, T, bool> condition)
+    {
+        if (first is ICollection<T> source1 && second is ICollection<T> source2)
+        {
+            if (source1.Count != source2.Count)
+            {
+                return false;
+            }
+
+            if (source1 is IList<T> list1 && source2 is IList<T> list2)
+            {
+                int count = source1.Count;
+                for (int index = 0; index < count; ++index)
+                {
+                    if (!condition(list1[index], list2[index]))
+                    {
+                        return false;
+                    }
+                }
+
+                return true;
+            }
+        }
+
+        using IEnumerator<T> enumerator1 = first.GetEnumerator();
+        using IEnumerator<T> enumerator2 = second.GetEnumerator();
+        while (enumerator1.MoveNext())
+        {
+            if (!enumerator2.MoveNext() || !condition(enumerator1.Current, enumerator2.Current))
+            {
+                return false;
+            }
+        }
+
+        return !enumerator2.MoveNext();
+    }
+
+    /// <summary>
+    /// 序列相等
+    /// </summary>
+    /// <typeparam name="T1"></typeparam>
+    /// <typeparam name="T2"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="condition"></param>
+    /// <returns></returns>
+    public static bool SequenceEqual<T1, T2>(this IEnumerable<T1> first, IEnumerable<T2> second, Func<T1, T2, bool> condition)
+    {
+        if (first is ICollection<T1> source1 && second is ICollection<T2> source2)
+        {
+            if (source1.Count != source2.Count)
+            {
+                return false;
+            }
+
+            if (source1 is IList<T1> list1 && source2 is IList<T2> list2)
+            {
+                int count = source1.Count;
+                for (int index = 0; index < count; ++index)
+                {
+                    if (!condition(list1[index], list2[index]))
+                    {
+                        return false;
+                    }
+                }
+
+                return true;
+            }
+        }
+
+        using IEnumerator<T1> enumerator1 = first.GetEnumerator();
+        using IEnumerator<T2> enumerator2 = second.GetEnumerator();
+        while (enumerator1.MoveNext())
+        {
+            if (!enumerator2.MoveNext() || !condition(enumerator1.Current, enumerator2.Current))
+            {
+                return false;
+            }
+        }
+
+        return !enumerator2.MoveNext();
+    }
+
+    /// <summary>
+    /// 对比两个集合哪些是新增的、删除的、修改的
+    /// </summary>
+    /// <typeparam name="T1"></typeparam>
+    /// <typeparam name="T2"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="condition">对比因素条件</param>
+    /// <returns></returns>
+    public static (List<T1> adds, List<T2> remove, List<T1> updates) CompareChanges<T1, T2>(this IEnumerable<T1> first, IEnumerable<T2> second, Func<T1, T2, bool> condition)
+    {
+        first ??= new List<T1>();
+        second ??= new List<T2>();
+        var firstSource = first as ICollection<T1> ?? first.ToList();
+        var secondSource = second as ICollection<T2> ?? second.ToList();
+        var add = firstSource.ExceptBy(secondSource, condition).ToList();
+        var remove = secondSource.ExceptBy(firstSource, (s, f) => condition(f, s)).ToList();
+        var update = firstSource.IntersectBy(secondSource, condition).ToList();
+        return (add, remove, update);
+    }
+
+    /// <summary>
+    /// 对比两个集合哪些是新增的、删除的、修改的
+    /// </summary>
+    /// <typeparam name="T1">集合1</typeparam>
+    /// <typeparam name="T2">集合2</typeparam>
+    /// <typeparam name="TKey">对比因素</typeparam>
+    /// <param name="first">集合1</param>
+    /// <param name="second">集合2</param>
+    /// <param name="firstKeySelector">集合1的对比因素(可唯一确定元素的字段)</param>
+    /// <param name="secondKeySelector">集合2的对比因素(可唯一确定元素的字段)</param>
+    /// <returns></returns>
+    public static (List<T1> adds, List<T2> remove, List<T1> updates) CompareChanges<T1, T2, TKey>(this IEnumerable<T1> first, IEnumerable<T2> second, Func<T1, TKey> firstKeySelector, Func<T2, TKey> secondKeySelector)
+    {
+        first ??= new List<T1>();
+        second ??= new List<T2>();
+        var firstLookup = first.ToLookup(firstKeySelector);
+        var secondLookup = second.ToLookup(secondKeySelector);
+        var adds = firstLookup.Where(kvp => !secondLookup.Contains(kvp.Key)).SelectMany(kvp => kvp).ToList();
+        var removes = secondLookup.Where(kvp => !firstLookup.Contains(kvp.Key)).SelectMany(kvp => kvp).ToList();
+        var updates = firstLookup.Where(kvp => secondLookup.Contains(kvp.Key)).SelectMany(kvp => kvp).ToList();
+        return (adds, removes, updates);
+    }
+
+    /// <summary>
+    /// 对比两个集合哪些是新增的、删除的、修改的
+    /// </summary>
+    /// <typeparam name="TKey">对比因素</typeparam>
+    /// <param name="first">集合1</param>
+    /// <param name="second">集合2</param>
+    /// <param name="keySelector">对比因素(可唯一确定元素的字段)</param>
+    /// <returns></returns>
+    public static (List<T> adds, List<T> remove, List<T> updates) CompareChanges<T, TKey>(this IEnumerable<T> first, IEnumerable<T> second, Func<T, TKey> keySelector)
+    {
+        first ??= new List<T>();
+        second ??= new List<T>();
+        var firstSource = first as ICollection<T> ?? first.ToList();
+        var secondSource = second as ICollection<T> ?? second.ToList();
+        var add = firstSource.ExceptBy(secondSource, keySelector).ToList();
+        var remove = secondSource.ExceptBy(firstSource, keySelector).ToList();
+        var update = firstSource.IntersectBy(secondSource, keySelector).ToList();
+        return (add, remove, update);
+    }
+
+    /// <summary>
+    /// 对比两个集合哪些是新增的、删除的、修改的
+    /// </summary>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="keySelector">对比因素</param>
+    /// <returns></returns>
+    public static (List<T> adds, List<T> remove, List<(T first, T second)> updates) CompareChangesPlus<T, TKey>(this IEnumerable<T> first, IEnumerable<T> second, Func<T, TKey> keySelector)
+    {
+        first ??= new List<T>();
+        second ??= new List<T>();
+        var firstSource = first as ICollection<T> ?? first.ToList();
+        var secondSource = second as ICollection<T> ?? second.ToList();
+        var add = firstSource.ExceptBy(secondSource, keySelector).ToList();
+        var remove = secondSource.ExceptBy(firstSource, keySelector).ToList();
+        var updates = firstSource.IntersectBy(secondSource, keySelector).Select(t1 => (t1, secondSource.FirstOrDefault(t2 => keySelector(t1).Equals(keySelector(t2))))).ToList();
+        return (add, remove, updates);
+    }
+
+    /// <summary>
+    /// 对比两个集合哪些是新增的、删除的、修改的
+    /// </summary>
+    /// <typeparam name="T1"></typeparam>
+    /// <typeparam name="T2"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="condition">对比因素条件</param>
+    /// <returns></returns>
+    public static (List<T1> adds, List<T2> remove, List<(T1 first, T2 second)> updates) CompareChangesPlus<T1, T2>(this IEnumerable<T1> first, IEnumerable<T2> second, Func<T1, T2, bool> condition)
+    {
+        first ??= new List<T1>();
+        second ??= new List<T2>();
+        var firstSource = first as ICollection<T1> ?? first.ToList();
+        var secondSource = second as ICollection<T2> ?? second.ToList();
+        var add = firstSource.ExceptBy(secondSource, condition).ToList();
+        var remove = secondSource.ExceptBy(firstSource, (s, f) => condition(f, s)).ToList();
+        var updates = firstSource.IntersectBy(secondSource, condition).Select(t1 => (t1, secondSource.FirstOrDefault(t2 => condition(t1, t2)))).ToList();
+        return (add, remove, updates);
+    }
+
+    /// <summary>
+    /// 对比两个集合哪些是新增的、删除的、修改的
+    /// </summary>
+    /// <typeparam name="T1"></typeparam>
+    /// <typeparam name="T2"></typeparam>
+    /// <param name="first"></param>
+    /// <param name="second"></param>
+    /// <param name="firstKeySelector">集合1的对比因素(可唯一确定元素的字段)</param>
+    /// <param name="secondKeySelector">集合2的对比因素(可唯一确定元素的字段)</param>
+    /// <returns></returns>
+    public static (List<T1> adds, List<T2> remove, List<(T1 first, T2 second)> updates) CompareChangesPlus<T1, T2, TKey>(this IEnumerable<T1> first, IEnumerable<T2> second, Func<T1, TKey> firstKeySelector, Func<T2, TKey> secondKeySelector)
+    {
+        first ??= new List<T1>();
+        second ??= new List<T2>();
+        var firstDict = first.ToLookup(firstKeySelector);
+        var secondDict = second.ToLookup(secondKeySelector);
+        var add = new List<T1>();
+        var remove = new List<T2>();
+        var updates = new List<(T1 first, T2 second)>();
+
+        foreach (var x in firstDict)
+        {
+            if (secondDict.Contains(x.Key))
+            {
+                updates.Add((x.First(), secondDict[x.Key].First()));
+            }
+            else
+            {
+                add.AddRange(x);
+            }
+        }
+
+        foreach (var x in secondDict.Where(x => !firstDict.Contains(x.Key)))
+        {
+            remove.AddRange(x);
+        }
+
+        return (add, remove, updates);
+    }
+
+    /// <summary>
+    /// 将集合声明为非null集合
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="list"></param>
+    /// <returns></returns>
+    public static List<T> AsNotNull<T>(this List<T> list)
+    {
+        return list ?? new List<T>();
+    }
+
+    /// <summary>
+    /// 将集合声明为非null集合
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="list"></param>
+    /// <returns></returns>
+    public static IEnumerable<T> AsNotNull<T>(this IEnumerable<T> list)
+    {
+        return list ?? new List<T>();
+    }
+
+    /// <summary>
+    /// 满足条件时执行筛选条件
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="condition"></param>
+    /// <param name="where"></param>
+    /// <returns></returns>
+    public static IEnumerable<T> WhereIf<T>(this IEnumerable<T> source, bool condition, Func<T, bool> where)
+    {
+        return condition ? source.Where(where) : source;
+    }
+
+    /// <summary>
+    /// 满足条件时执行筛选条件
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="condition"></param>
+    /// <param name="where"></param>
+    /// <returns></returns>
+    public static IEnumerable<T> WhereIf<T>(this IEnumerable<T> source, Func<bool> condition, Func<T, bool> where)
+    {
+        return condition() ? source.Where(where) : source;
+    }
+
+    /// <summary>
+    /// 满足条件时执行筛选条件
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="condition"></param>
+    /// <param name="where"></param>
+    /// <returns></returns>
+    public static IQueryable<T> WhereIf<T>(this IQueryable<T> source, bool condition, Expression<Func<T, bool>> where)
+    {
+        return condition ? source.Where(where) : source;
+    }
+
+    /// <summary>
+    /// 满足条件时执行筛选条件
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="source"></param>
+    /// <param name="condition"></param>
+    /// <param name="where"></param>
+    /// <returns></returns>
+    public static IQueryable<T> WhereIf<T>(this IQueryable<T> source, Func<bool> condition, Expression<Func<T, bool>> where)
+    {
+        return condition() ? source.Where(where) : source;
+    }
+
+    /// <summary>
+    /// 改变元素的索引位置
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="list">集合</param>
+    /// <param name="item">元素</param>
+    /// <param name="index">索引值</param>
+    /// <exception cref="ArgumentNullException"></exception>
+    public static IList<T> ChangeIndex<T>(this IList<T> list, T item, int index)
+    {
+        if (item is null)
+        {
+            throw new ArgumentNullException(nameof(item));
+        }
+
+        ChangeIndexInternal(list, item, index);
+        return list;
+    }
+
+    /// <summary>
+    /// 改变元素的索引位置
+    /// </summary>
+    /// <typeparam name="T"></typeparam>
+    /// <param name="list">集合</param>
+    /// <param name="condition">元素定位条件</param>
+    /// <param name="index">索引值</param>
+    public static IList<T> ChangeIndex<T>(this IList<T> list, Func<T, bool> condition, int index)
+    {
+        var item = list.FirstOrDefault(condition);
+        if (item != null)
+        {
+            ChangeIndexInternal(list, item, index);
+        }
+        return list;
+    }
+
+    private static void ChangeIndexInternal<T>(IList<T> list, T item, int index)
+    {
+        index = Math.Max(0, index);
+        index = Math.Min(list.Count - 1, index);
+        list.Remove(item);
+        list.Insert(index, item);
+    }
 }