/// <summary>
/// 简单map reduce 适合分组统计
/// </summary>
public static IDictionary <T, int> MR <T, K>(this IEnumerable <T> input, Func <T, K> keySelector, Func <int, bool> mrFilter = default(Func <int, bool>), ParallelLinqOptions options = default(ParallelLinqOptions))
{
var tmpMap = input.AsParallel().ToLookup(e => e, keySelector);
if (options == default(ParallelLinqOptions))
{
options = new ParallelLinqOptions();
}
if (mrFilter != default(Func <int, bool>))
{
return
(tmpMap
.AsParallel(options)
.Where(e => mrFilter(e.Count()))
.ToDictionary(e => e.Key, e => e.AsParallel().Count())
.AsParallel(options)
.OrderBy(e => e.Value)
.ToDictionary(e => e.Key, e => e.Value));
}
return
(tmpMap
.AsParallel(options)
.ToDictionary(e => e.Key, e => e.AsParallel().Count())
.AsParallel(options)
.OrderBy(e => e.Value)
.ToDictionary(e => e.Key, e => e.Value));
}
/// <summary>
/// <paramref name="options"/>에 따라 ParallelQuery{TSource} 를 빌드합니다.
/// </summary>
/// <typeparam name="TSource"></typeparam>
/// <param name="source"></param>
/// <param name="options"></param>
/// <returns></returns>
public static ParallelQuery <TSource> AsParallel <TSource>(this IEnumerable <TSource> source, ParallelOptions options)
{
source.ShouldNotBeNull("source");
options = options ?? ParallelTool.DefaultParallelOptions;
return(AsParallel(source, ParallelLinqOptions.CreateFrom(options)));
}
/// <summary>
/// <paramref name="options"/>에 따라 ParallelQuery{TSource} 를 빌드합니다.
/// </summary>
/// <typeparam name="TSource"></typeparam>
/// <param name="source"></param>
/// <param name="options"></param>
/// <returns></returns>
public static ParallelQuery <TSource> AsParallel <TSource>(this IEnumerable <TSource> source, ParallelLinqOptions options = null)
{
source.ShouldNotBeNull("source");
options = options ?? ParallelLinqOptions.CreateFrom(ParallelTool.DefaultParallelOptions);
if (options.TaskScheduler != null && options.TaskScheduler != TaskScheduler.Default)
{
throw new InvalidOperationException("Parallel LINQ 는 기본 TaskScheduler만 지원합니다. " +
"options.TaskScheduler는 TaskScheduler.Default가 아닙니다.");
}
if (IsDebugEnabled)
{
log.Debug("병렬 옵션을 기준으로 PLINQ로 변환합니다... options=[{0}]", options.ObjectToString());
}
var result = source.AsParallel();
if (options.Ordered)
{
result = result.AsOrdered();
}
if (options.CancellationToken.CanBeCanceled)
{
result = result.WithCancellation(options.CancellationToken);
}
if (options.MaxDegreeOfParallelism >= 1)
{
result = result.WithDegreeOfParallelism(options.MaxDegreeOfParallelism);
}
if (options.ExecutionMode != ParallelExecutionMode.Default)
{
result = result.WithExecutionMode(options.ExecutionMode);
}
if (options.MergeOptions != ParallelMergeOptions.Default)
{
result = result.WithMergeOptions(options.MergeOptions);
}
return(result);
}
/// <summary>This is the method to opt into Parallel LINQ.</summary>
/// <typeparam name="TSource">Specifies the type of elements provided to the query.</typeparam>
/// <param name="source">The source query.</param>
/// <param name="parallelOptions">The options to use for query processing.</param>
/// <returns>The source as a ParallelQuery to bind to ParallelEnumerable extension methods.</returns>
public static ParallelQuery <TSource> AsParallel <TSource>(
this IEnumerable <TSource> source,
ParallelLinqOptions parallelOptions)
{
if (source == null)
{
throw new ArgumentNullException("source");
}
// Validate unsupported options
if (parallelOptions.TaskScheduler != null && parallelOptions.TaskScheduler != TaskScheduler.Default)
{
throw new ArgumentException("Parallel LINQ only supports the default TaskScheduler.");
}
// First convert to PLINQ
var result = source.AsParallel();
// Then apply all of the options as requested...
if (parallelOptions.Ordered)
{
result = result.AsOrdered();
}
if (parallelOptions.CancellationToken.CanBeCanceled)
{
result = result.WithCancellation(parallelOptions.CancellationToken);
}
if (parallelOptions.MaxDegreeOfParallelism >= 1)
{
result = result.WithDegreeOfParallelism(parallelOptions.MaxDegreeOfParallelism);
}
if (parallelOptions.ExecutionMode != ParallelExecutionMode.Default)
{
result = result.WithExecutionMode(parallelOptions.ExecutionMode);
}
if (parallelOptions.MergeOptions != ParallelMergeOptions.Default)
{
result = result.WithMergeOptions(parallelOptions.MergeOptions);
}
return(result);
}
/// <summary>
/// 简单map reduce 适合分组统计 ，PLINQ延迟执行
/// </summary>
public static IDictionary <T, int> LazyMR <T, K>(this IEnumerable <T> input, Func <T, K> keySelector, Func <int, bool> mrFilter = default(Func <int, bool>), ParallelLinqOptions options = default(ParallelLinqOptions))
{
var tmpMap = input.AsParallel().ToLookup(e => e, keySelector);
if (options == default(ParallelLinqOptions))
{
options = new ParallelLinqOptions();
}
if (mrFilter != default(Func <int, bool>))
{
return
((from IGrouping <T, int> wordMap in tmpMap.AsParallel(options)
where mrFilter(wordMap.Count())
select new { Word = wordMap.Key, Count = wordMap.AsParallel().Count() }).ToDictionary(e => e.Word, e => e.Count));
}
return
((from IGrouping <T, int> wordMap in tmpMap.AsParallel(options)
select new { Word = wordMap.Key, Count = wordMap.AsParallel().Count() })
.ToDictionary(e => e.Word, e => e.Count));
}
