2018-09-08 01:26:45 +08:00
#Region "Microsoft.VisualBasic::1fe2c3e9c08f62f177338a7aa8385ad6, Microsoft.VisualBasic.Core\ApplicationServices\Parallel\Threads\ParallelLoading.vb"
2018-08-02 20:14:48 +08:00
' Author:
'
' asuka (amethyst.asuka@gcmodeller.org)
' xie (genetics@smrucc.org)
' xieguigang (xie.guigang@live.com)
'
' Copyright (c) 2018 GPL3 Licensed
'
'
' GNU GENERAL PUBLIC LICENSE (GPL3)
'
'
' This program is free software: you can redistribute it and/or modify
' it under the terms of the GNU General Public License as published by
' the Free Software Foundation, either version 3 of the License, or
' (at your option) any later version.
'
' This program is distributed in the hope that it will be useful,
' but WITHOUT ANY WARRANTY; without even the implied warranty of
' MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
' GNU General Public License for more details.
'
' You should have received a copy of the GNU General Public License
' along with this program. If not, see <http://www.gnu.org/licenses/>.
' /********************************************************************************/
' Summaries:
' Module ParallelLoading
'
' Function: __loadEntry, __loadTask, __parallelLoading, __subMain, DynamicsVBCTask
' (+2 Overloads) Load, SendMessageAPI
' Class LoadEntry
'
' Properties: LoadType, MethodEntryPoint
'
' Function: ToString
'
' Class LoadTaskInvoker
'
' Constructor: (+1 Overloads) Sub New
'
' Function: DataProcessor, Load
'
' Sub: FillData, GetSendData, StartProcess, WaitForTaskComplete
'
' Delegate Function
'
'
'
'
'
' /********************************************************************************/
#End Region
Imports Microsoft . VisualBasic . ApplicationServices
Imports Microsoft . VisualBasic . Emit . CodeDOM_VBC
Imports Microsoft . VisualBasic . Language
Imports Microsoft . VisualBasic . Linq
Imports Microsoft . VisualBasic . Net . Http
Imports Microsoft . VisualBasic . Net . Protocols
Imports Microsoft . VisualBasic . Parallel . Tasks
Imports Microsoft . VisualBasic . Serialization . BinaryDumping
Namespace Parallel
''' <summary>
'''
''' </summary>
Public Module ParallelLoading
<AttributeUsage(AttributeTargets.Method, AllowMultiple:=False, Inherited:=True)>
Public Class LoadEntry : Inherits Attribute
''' <summary>
''' 必须满足接口类型: Function(path As String) As T
''' </summary>
''' <returns></returns>
Public Property MethodEntryPoint As System . Reflection . MethodInfo
Public ReadOnly Property LoadType As Type
Get
Return MethodEntryPoint . DeclaringType
End Get
End Property
Public Overrides Function ToString ( ) As String
Return MethodEntryPoint . ToString
End Function
End Class
''' <summary>
''' 当目标数据集非常的大的时候,在单个应用程序里面进行加载已经回非常缓慢了,
''' 则这个时候可以使用这个函数将数据的加载任务分配到多个子进程之中以提高加载的时候的CPU的利用效率
''' </summary>
''' <typeparam name="T"></typeparam>
''' <param name="sourceURL"></param>
''' <returns></returns>
''' <remarks>函数会自动从<typeparamref name="T"/></remarks>泛型类型之中解析出加载的函数
Public Function Load ( Of T ) ( sourceURL As Generic . IEnumerable ( Of String ) , Optional TrimNull As Boolean = False ) As KeyValuePair ( Of String , T ( ) ) ( )
Dim TypeEntry As Type = GetType ( T )
Dim EntryPoint = Parallel . ParallelLoading . __loadEntry ( TypeEntry )
If EntryPoint Is Nothing Then
Throw New Exception ( $ " Could not found any entry point for type:={TypeEntry.ToString}! " )
End If
Dim Process As String = DynamicsVBCTask ( EntryPoint ) '开始进行任务进程的动态编译
Dim LQuery = ( From source As String '进行并行化任务调度
In sourceURL '这里不再使用并行化, 因为启动Socket任务的需要为了避免端口占用的情况出现, 任务不可以同时启动
Select source , Task = Load ( Of T ) ( url : = source , Process : = Process ) ) . ToArray
Dim WaitTasks = ( From mmfTask In LQuery . AsParallel '等待任务的结束然后返回数据集
Let value As T ( ) = mmfTask . Task . GetValue
Select New KeyValuePair ( Of String , T ( ) ) ( mmfTask . source , value ) ) . ToArray
If TrimNull Then
WaitTasks = ( From obj In WaitTasks . AsParallel Where Not obj . Value . IsNullOrEmpty Select obj ) . ToArray
End If
Return WaitTasks
End Function
''' <summary>
''' 通过与并行进程进行内存共享来传输加载完毕的数据
''' </summary>
''' <typeparam name="T"></typeparam>
''' <param name="url"></param>
''' <param name="Process"></param>
''' <returns></returns>
Private Function Load ( Of T ) ( url As String , Process As String ) As Task ( Of String , T ( ) )
Dim Task As New Task ( Of String , T ( ) ) ( url , ParallelLoading . __loadTask ( Of T ) ( Process ) )
Return Task
End Function
Private Function __loadTask ( Of T ) ( process As String ) As Func ( Of String , T ( ) )
Call Threading . Thread . Sleep ( 1000 )
Return AddressOf New LoadTaskInvoker ( Of T ) ( process ) . Load
End Function
Private Class LoadTaskInvoker ( Of T )
ReadOnly Process As String
Sub New ( Process As String )
Me . Process = Process
End Sub
Public Function Load ( url As String ) As T ( )
Dim Socket As New Microsoft . VisualBasic . Net . TcpSynchronizationServicesSocket ( AddressOf DataProcessor , Net . GetFirstAvailablePort )
Call New Threading . Thread ( AddressOf Socket . Run ) . Start ( )
Call StartProcess ( $ " {url.CLIPath} { Socket.LocalPort} " )
Call WaitForTaskComplete ( )
Return resultBuffer
End Function
Private Sub StartProcess ( argvs As String )
Dim ProcStart = New ProcessStartInfo ( Process , arguments : = argvs )
Dim ProcInvoke As New Process With { . StartInfo = ProcStart }
ProcStart . CreateNoWindow = True
ProcInvoke . Start ( )
End Sub
Private Function DataProcessor ( uid As Long , request As RequestStream , remote As System . Net . IPEndPoint ) As RequestStream
Dim requestData As String = request . GetUTF8String
If String . IsNullOrEmpty ( requestData ) Then
Return NetResponse . RFC_NO_CONTENT
End If
If requestData . StartsWith ( MMFProtocol . MMFSocket . MMF_PROTOCOL ) Then
'进程开始向父进程返回数据了
Dim host As String = Mid ( requestData , Len ( MMFProtocol . MMFSocket . MMF_PROTOCOL ) + 1 )
Call GetSendData ( host )
End If
Return NetResponse . RFC_OK
End Function
Dim TaskComplete As Boolean = False
Private Sub WaitForTaskComplete ( )
Do While Not TaskComplete
Call Threading . Thread . Sleep ( 100 )
Loop
End Sub
Dim resultBuffer As T ( )
Dim _client As MMFProtocol . MMFSocket
Private Sub GetSendData ( host As String )
_client = New MMFProtocol . MMFSocket ( host , AddressOf FillData )
End Sub
Private Sub FillData ( byteBuffer As Byte ( ) )
' resultBuffer = byteBuffer.DeSerialize(Of T())
TaskComplete = True
End Sub
End Class
''' <summary>
''' 动态编译的加载进程的调用API来向主进程返回消息
''' </summary>
''' <param name="Port"></param>
''' <returns></returns>
Public Function SendMessageAPI ( Port As Integer ) As String
Dim host As String = " Parallel- " & Process . GetCurrentProcess . Id
Dim Client As New Microsoft . VisualBasic . Net . AsynInvoke ( " 127.0.0.1 " , Port )
Call Client . SendMessage ( $ " {MMFProtocol.MMFSocket.MMF_PROTOCOL}{host} " )
Return host
End Function
''' <summary>
''' 动态编译
''' </summary>
''' <param name="LoadEntry"></param>
''' <returns></returns>
Public Function DynamicsVBCTask ( LoadEntry As LoadEntry ) As String
Dim refList As String ( ) = GetReferences ( LoadEntry . LoadType )
Dim ns As New CodeDom . CodeNamespace ( NameOf ( Parallel . ParallelLoading ) )
Call ns . Types . Add ( __subMain ( LoadEntry ) )
Call ns . GenerateCode . __DEBUG_ECHO
Dim assembly As System . Reflection . Assembly = ns . Compile ( refList , RunTimeDirectory , CodeDOMExtension . ExecutableProfile )
Dim Dir As String = FileIO . FileSystem . GetParentPath ( assembly . Location )
For Each File As String In refList
Dim buffer = IO . File . ReadAllBytes ( File )
Dim Saved As String = $ " {Dir}/{FileIO.FileSystem.GetFileInfo(File).Name} "
Try
Call IO . File . WriteAllBytes ( Saved , buffer )
Catch ex As Exception
Call ex . PrintException
End Try
Next
Return assembly . Location
End Function
Private Function __subMain ( loadEntry As LoadEntry ) As CodeDom . CodeTypeDeclaration
Dim ProgramEntry As New CodeDom . CodeTypeDeclaration ( " Program " )
Dim SubMain As New CodeDom . CodeMemberMethod ( )
Call ProgramEntry . Members . Add ( SubMain )
SubMain . Name = " Main "
SubMain . ReturnType = New CodeDom . CodeTypeReference ( GetType ( System . Void ) )
SubMain . Parameters . Add ( New CodeDom . CodeParameterDeclarationExpression ( GetType ( String ( ) ) , SubMainArgv ) )
SubMain . Attributes = CodeDom . MemberAttributes . Public Or CodeDom . MemberAttributes . Static
SubMain = __parallelLoading ( invoke : = SubMain , loadEntry : = loadEntry )
Return ProgramEntry
End Function
Const SubMainArgv As String = " Argv "
Const LoadFile As String = " File "
Const LoadResult As String = " LoadResult "
Const Port As String = " Port "
Const Host As String = " host "
Const Socket As String = " Socket "
Const Buffer As String = " buffer "
Private Function __parallelLoading ( invoke As CodeDom . CodeMemberMethod , loadEntry As LoadEntry ) As CodeDom . CodeMemberMethod
' Dim File As String = argv(Scan0)
Call invoke . Statements . Add ( LocalsInit ( LoadFile , GetType ( String ) , CodeDOMExpressions . GetValue ( New CodeDom . CodeArgumentReferenceExpression ( SubMainArgv ) , Scan0 ) ) )
Dim PortValue As CodeDom . CodeExpression = CodeDOMExpressions . GetValue ( New CodeDom . CodeArgumentReferenceExpression ( SubMainArgv ) , 1 )
PortValue = [ Call ] ( GetType ( Conversion ) , NameOf ( Conversion . Val ) , { PortValue } )
PortValue = [ CType ] ( PortValue , GetType ( Integer ) )
' Dim Port As Integer = CInt(Val(argv(1)))
Call invoke . Statements . Add ( LocalsInit ( Port , GetType ( Integer ) , PortValue ) )
Call invoke . Statements . Add ( [ Call ] ( GetType ( Extensions ) , NameOf ( __DEBUG_ECHO ) ,
{
[ Call ] ( GetType ( String ) , NameOf ( String . Format ) , { CodeDOMExpressions . Value ( " Load stream from url:={0}, port:={1}... " ) , LocalVariable ( LoadFile ) , LocalVariable ( Port ) } )
} ) )
Call invoke . Statements . Add ( [ Call ] ( GetType ( Extensions ) , NameOf ( __DEBUG_ECHO ) , { " Start to loading data... " } ) )
' Dim LoadResult = ParallelLoadingTest.Load(File) '数据加载
Call invoke . Statements . Add ( LocalsInit ( LoadResult , loadEntry . LoadType . MakeArrayType , initExpression : = [ Call ] ( loadEntry . MethodEntryPoint , { LocalVariable ( LoadFile ) } ) ) )
Call invoke . Statements . Add ( [ Call ] ( GetType ( Extensions ) , NameOf ( __DEBUG_ECHO ) , { " Data loading Job Done! " } ) )
'得到结果之后进行序列化通过内存映射共享返回给主程序
' Dim host As String = Microsoft.VisualBasic.Parallel.ParallelLoading.SendMessageAPI(Port) '返回消息
Call invoke . Statements . Add ( LocalsInit ( Host , GetType ( String ) , [ Call ] ( GetType ( ParallelLoading ) , NameOf ( SendMessageAPI ) , { LocalVariable ( Port ) } ) ) )
' Dim Socket As New Microsoft.VisualBasic.MMFProtocol.MMFSocket(hostName:=host) '打开映射的端口
Call invoke . Statements . Add ( LocalsInit ( Socket , GetType ( MMFProtocol . MMFSocket ) , [ New ] ( GetType ( MMFProtocol . MMFSocket ) , { LocalVariable ( Host ) } ) ) )
Call invoke . Statements . Add ( [ Call ] ( GetType ( Extensions ) , NameOf ( __DEBUG_ECHO ) , { " Init transfer device job done, start to transferred data! " } ) )
' Call Socket.SendMessage(LoadResult.GetSerializeBuffer) '返回内存数据
Call invoke . Statements . Add ( LocalsInit ( Buffer , GetType ( Byte ( ) ) , [ Call ] ( GetType ( StructSerializer ) , NameOf ( StructureToByte ) , { LocalVariable ( LoadResult ) } ) ) )
Call invoke . Statements . Add ( [ Call ] ( LocalVariable ( Socket ) , NameOf ( MMFProtocol . MMFSocket . SendMessage ) , { LocalVariable ( Buffer ) } ) )
Call invoke . Statements . Add ( [ Call ] ( GetType ( Extensions ) , NameOf ( __DEBUG_ECHO ) , { " Data transportation Job Done! " } ) )
Return invoke
End Function
Private Function __loadEntry ( Type As Type ) As LoadEntry
Dim Entries = Type . GetMethods ( System . Reflection . BindingFlags . Public Or System . Reflection . BindingFlags . Static )
If Entries . IsNullOrEmpty Then
Return Nothing
End If
Dim setValue = New SetValue ( Of ParallelLoading . LoadEntry ) ( ) _
. GetSet ( NameOf ( ParallelLoading . LoadEntry . MethodEntryPoint ) )
Dim LQuery As LoadEntry =
LinqAPI . DefaultFirst ( Of LoadEntry ) <= From EntryPoint As System . Reflection . MethodInfo
In Entries . AsParallel
Let attrs As Object ( ) = EntryPoint . GetCustomAttributes ( attributeType : = GetType ( LoadEntry ) , inherit : = True )
Where Not attrs . IsNullOrEmpty
Let LoadEntry = DirectCast ( attrs . First , LoadEntry )
Select setValue ( LoadEntry , EntryPoint )
Return LQuery
End Function
Delegate Function ParallelLoad ( Of T ) ( sourceUrl As String ) As T ( )
End Module
End Namespace