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- #nullable enable
- using System;
- using System.Collections.Generic;
- using System.Linq;
- using System.Linq.Expressions;
- using System.Threading;
- using System.Threading.Tasks;
- namespace Masuit.Tools
- {
- public static partial class IEnumerableExtensions
- {
- /// <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)
- {
- var hash = new HashSet<TKey>();
- return source.Where(p => hash.Add(keySelector(p)));
- }
- /// <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)
- {
- if (predicate(obj))
- {
- @this.Add(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 item in list.Select((item, index) => new { item, index }).Where(p => condition(p.item)).OrderByDescending(p => p.index))
- {
- if (item.index + 1 == list.Count)
- {
- list.Add(value);
- }
- else
- {
- list.Insert(item.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 item in list.Select((v, i) => new { Value = v, Index = i }).Where(p => p.Index == index).OrderByDescending(p => p.Index))
- {
- if (item.Index + 1 == list.Count)
- {
- list.Add(value);
- }
- else
- {
- list.Insert(item.Index + 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)
- {
- var set = new HashSet<TResult>();
- set.UnionWith(source.Select(selector));
- return set;
- }
- /// <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)
- {
- var list = new List<Task>();
- foreach (var item in source)
- {
- if (cancellationToken.IsCancellationRequested)
- {
- return;
- }
- list.Add(action(item));
- if (list.Count >= maxParallelCount)
- {
- await Task.WhenAll(list);
- list.Clear();
- }
- }
- await Task.WhenAll(list);
- }
- /// <summary>
- /// 异步foreach
- /// </summary>
- /// <typeparam name="T"></typeparam>
- /// <param name="source"></param>
- /// <param name="action"></param>
- /// <returns></returns>
- public static Task ForeachAsync<T>(this IEnumerable<T> source, Func<T, Task> action, CancellationToken cancellationToken = default)
- {
- return ForeachAsync(source, action, source.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)
- {
- var list = new List<Task>();
- int index = 0;
- foreach (var item in source)
- {
- if (cancellationToken.IsCancellationRequested)
- {
- return;
- }
- list.Add(selector(item, index++));
- if (list.Count >= maxParallelCount)
- {
- await Task.WhenAll(list);
- list.Clear();
- }
- }
- 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)
- {
- return ForAsync(source, selector, source.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>
- /// <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;
- int count = source.Count();
- if (count > 1)
- {
- double avg = source.Average();
- double sum = source.Sum(d => (d - avg) * (d - avg));
- result = Math.Sqrt(sum / count);
- }
- return result;
- }
- }
- }
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