我有一个应用程序,该应用程序读取带有图像名称的csv文件,调用一个打开图像的子程序,扫描以找到形状中的黄色像素,然后解析左上角,为csv数据添加注释并写入记录。托管堆和本机堆内存稳定,但是进程内存每个映像增长350MB。现在,我让我的分析师将csv文件切成25个图像集。但这对于20岁左右的分析师来说是有风险的。
我处理了图像,尝试了GCCollect(),使用了大的heapCompaction-似乎无济于事。我阅读了每个帖子的大部分内容,似乎没有响。我已经包含了代码-并试图去除显示和垃圾,但留下了一些扫描比较。
我正在运行.net 4.6.1,Win 10 / 64、16GB内存
子Process_CSV_Detail() 。 。 。依次读取csv文件,设置文件名,为用户显示,而不是为每个图像调用工作过程-似乎在访问每个新图像时发生内存泄漏
Call BackgroundProcess2()
End Sub
公共子BackgroundProcess2()
GreenTest = 245
RedTest = 245
BlueTest = 70
Try
loadedImage = Image.FromFile(InputImageName)
Catch ex As Exception
. . . .Never gets here but some code
Finally
End Try
HeightVal = loadedImage.Height
WidthVal = loadedImage.Width
Dim MasterImage As New Bitmap(WidthVal, HeightVal, FormatVal)
MasterImage = loadedImage
。 。 。现在寻找那个讨厌的像素
For ycounter = 1 To HeightVal - 1 Step PixelStride
For xcounter = 1 To WidthVal - 1 Step PixelStride
Dim PixelColor As Color = MasterImage.GetPixel(xcounter, ycounter)
PixelIsYellow = False
If PixelColor.R > RedTest Then
If PixelColor.G > GreenTest Then
If PixelColor.B < BlueTest Then
PixelIsYellow = True
YellowPixelCount = YellowPixelCount + 1
MasterImage.SetPixel(xcounter, ycounter, Color.FromArgb(&HFFFFFF00))
xPixelIsYellow = True
yPixelIsYellow = True
End If
End If
End If
If PixelIsYellow = True Then
'Now find the upper left corner
LeftXLoc = xcounter
LeftYLoc = ycounter
'Move to left until no more yellow, then back 1 step to
'locate left pixel location
Try
For xtestcounter = LeftXLoc To 1 Step -1
Dim PixelColorx As Color = MasterImage.GetPixel(xtestcounter, LeftYLoc)
If PixelColorx.R < RedTest Then
xPixelIsYellow = False
Exit Try
End If
If QA_Mode = False Then
If PixelColorx.G < GreenTest Then
xPixelIsYellow = False
Exit Try
End If
End If
If QA_Mode = True Then
If PixelColorx.G < GreenTest Then
xPixelIsYellow = False
Exit Try
End If
End If
If PixelColorx.B > 70 Then
xPixelIsYellow = False
Exit Try
End If
Next
Catch ex As Exception
Finally
End Try
LeftXLoc = xtestcounter + 1
'Move up until no more yellow, then back 1 step to locate left pixel location
Try
For ytestcounter = LeftYLoc To 1 Step -1
Dim PixelColory As Color = MasterImage.GetPixel(LeftXLoc, ytestcounter)
If PixelColory.R < RedTest Then
yPixelIsYellow = False
Exit Try
End If
If PixelColory.G < GreenTest Then
yPixelIsYellow = False
Exit Try
End If
If PixelColory.B > BlueTest Then
xPixelIsYellow = False
Exit Try
End If
Next
Catch ex As Exception
MsgBox("Error in locating upper left pixel")
Finally
End Try
LeftYLoc = ytestcounter + 1
OutputLine = CurrentDataLine & "," & xcounter & "," & ycounter & "," & LeftXLoc & "," & LeftYLoc
PrintLine(TargetFileNumber, OutputLine)
End If
Next
Next
loadedImage.Dispose()
MasterImage.Dispose()
' - I have tried these but no effect
'GC.Collect()
'Runtime.GCSettings.LargeObjectHeapCompactionMode = Runtime.GCLargeObjectHeapCompactionMode.CompactOnce
'Finalize()
End Sub
我希望有人能够获得稳定的银弹-我尝试过ANTS,但没有任何乐趣。
答案 0 :(得分:1)
这两行是(至少是部分)问题:
Dim MasterImage As New Bitmap(WidthVal, HeightVal, FormatVal)
MasterImage = loadedImage
您创建具有指定尺寸和像素格式的 new 位图,然后立即 替换 MasterImage
变量对与您的loadedImage
的新位图。现在,新的位图没有任何引用,也没有被处置,因此将保留在内存中,直到您关闭进程。相反,MasterImage
现在与<{1}所指的是完全相同的位图。
因此,当您的代码处理位图时,实际上是在尝试两次处理相同位图:
loadedImage
GDI +中的图像数据是未损坏的内存,这就是托管内存图保持稳定的原因。非托管内存只是说任何不受垃圾收集器(GC)管理的内存,这就是为什么调用其任何方法都无济于事的原因。它必须由程序员手动释放(在这种情况下,通过调用loadedImage.Dispose()
MasterImage.Dispose() 'This is the exact same bitmap as loadedImage, which is already disposed of.
)。
解决方案是根本不创建该新位图,因为您从未真正使用过它。完全删除Dispose()
变量,然后直接在MasterImage
上进行操作。