OutOfMemoryException on DataTables

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  • Venkatachalam

    OutOfMemoryException on DataTables

    Hi,
    In my application I have text(flat) file as input and I have to generate
    an XML file. The maximum input text file size can be 900MB and gererated xml
    may result 2+ GB.

    Based on the first column value from the text file, the row will be moved to
    any of those 23 DataTable which are created onfly.

    For eg.
    01;- data for Table 1-
    02;- data for Table 2-
    03;- data for Table 3-
    04;- data for Table 4-
    04;- data for Table 4-
    04;- data for Table 4-
    04;- data for Table 4-
    04;- data for Table 4-

    Based on the child relation, I have to create XML node, after stripping the
    parent-child relation column.

    I am using XmlTextWriter to write the xml data, which are fetched from
    tables based on select with different condition.

    The server uses 2GB RAM memory

    When the application process a 500MB file, it throws OutOfMemoryExce ption.
    In the task manager, the utilised memory when the system throws
    OutOfMemoryExce ption is 2.15 GB.

    But in my desktop, for the surprise, the system has 512 MB and when I load
    several application, the process memory reached 1GB without any
    OutOfMemoryExce ption issues.

    Can you one help me in this regard.

    Thanks in advance

    With Regards
    venkatg
  • Jon Skeet [C# MVP]

    #2
    Re: OutOfMemoryExce ption on DataTables

    Venkatachalam <Venkatachalam@ discussions.mic rosoft.com> wrote:[color=blue]
    > In my application I have text(flat) file as input and I have to generate
    > an XML file. The maximum input text file size can be 900MB and gererated xml
    > may result 2+ GB.[/color]

    Do you really need to hold all of that in memory at the same time? It
    sounds like it would be much more likely to work if you could process
    the file writing out data as you went, even if you need to process the
    input file a few times.

    <snip>
    [color=blue]
    > When the application process a 500MB file, it throws OutOfMemoryExce ption.
    > In the task manager, the utilised memory when the system throws
    > OutOfMemoryExce ption is 2.15 GB.[/color]

    I believe that without some extra support (which I don't know the
    details of) a single process can't go above 2GB.
    [color=blue]
    > But in my desktop, for the surprise, the system has 512 MB and when I load
    > several application, the process memory reached 1GB without any
    > OutOfMemoryExce ption issues.
    >
    > Can you one help me in this regard.[/color]

    That's your desktop swapping memory out to disk. Note that when this
    happens, anything which tries to use that virtual memory will slow down
    hugely.

    --
    Jon Skeet - <skeet@pobox.co m>
    http://www.pobox.com/~skeet Blog: http://www.msmvps.com/jon.skeet
    If replying to the group, please do not mail me too

    Comment

    • Sheva

      #3
      Re: OutOfMemoryExce ption on DataTables

      Probably your home computer has virtual memory enabled, and its size is
      allocated to something more than 512 MB, but your server computer doesn't.
      Anyway, when you process a large quantity of data, you should not use
      DataSet or DataTable or sorta things like that, because those data objects
      will preload all the data into memory. you should use some cursor based
      forward only Reader classes to read and process the data on demand.

      Sheva
      "Venkatacha lam" <Venkatachalam@ discussions.mic rosoft.com> wrote in message
      news:81063AD9-E01A-488C-B1DB-FE68E458528A@mi crosoft.com...[color=blue]
      > Hi,
      > In my application I have text(flat) file as input and I have to generate
      > an XML file. The maximum input text file size can be 900MB and gererated
      > xml
      > may result 2+ GB.
      >
      > Based on the first column value from the text file, the row will be moved
      > to
      > any of those 23 DataTable which are created onfly.
      >
      > For eg.
      > 01;- data for Table 1-
      > 02;- data for Table 2-
      > 03;- data for Table 3-
      > 04;- data for Table 4-
      > 04;- data for Table 4-
      > 04;- data for Table 4-
      > 04;- data for Table 4-
      > 04;- data for Table 4-
      >
      > Based on the child relation, I have to create XML node, after stripping
      > the
      > parent-child relation column.
      >
      > I am using XmlTextWriter to write the xml data, which are fetched from
      > tables based on select with different condition.
      >
      > The server uses 2GB RAM memory
      >
      > When the application process a 500MB file, it throws OutOfMemoryExce ption.
      > In the task manager, the utilised memory when the system throws
      > OutOfMemoryExce ption is 2.15 GB.
      >
      > But in my desktop, for the surprise, the system has 512 MB and when I load
      > several application, the process memory reached 1GB without any
      > OutOfMemoryExce ption issues.
      >
      > Can you one help me in this regard.
      >
      > Thanks in advance
      >
      > With Regards
      > venkatg[/color]


      Comment

      • Venkatachalam

        #4
        Re: OutOfMemoryExce ption on DataTables

        All the data has to be in the momory, as there are very complex relation
        involved among the tables.

        If I split the file to read, then the performance will go ver very worst.

        And also the server has 4 Intel Xeon CPU 3.00GHz processor.

        With regards
        Venkat

        "Jon Skeet [C# MVP]" wrote:
        [color=blue]
        > Venkatachalam <Venkatachalam@ discussions.mic rosoft.com> wrote:[color=green]
        > > In my application I have text(flat) file as input and I have to generate
        > > an XML file. The maximum input text file size can be 900MB and gererated xml
        > > may result 2+ GB.[/color]
        >
        > Do you really need to hold all of that in memory at the same time? It
        > sounds like it would be much more likely to work if you could process
        > the file writing out data as you went, even if you need to process the
        > input file a few times.
        >
        > <snip>
        >[color=green]
        > > When the application process a 500MB file, it throws OutOfMemoryExce ption.
        > > In the task manager, the utilised memory when the system throws
        > > OutOfMemoryExce ption is 2.15 GB.[/color]
        >
        > I believe that without some extra support (which I don't know the
        > details of) a single process can't go above 2GB.
        >[color=green]
        > > But in my desktop, for the surprise, the system has 512 MB and when I load
        > > several application, the process memory reached 1GB without any
        > > OutOfMemoryExce ption issues.
        > >
        > > Can you one help me in this regard.[/color]
        >
        > That's your desktop swapping memory out to disk. Note that when this
        > happens, anything which tries to use that virtual memory will slow down
        > hugely.
        >
        > --
        > Jon Skeet - <skeet@pobox.co m>
        > http://www.pobox.com/~skeet Blog: http://www.msmvps.com/jon.skeet
        > If replying to the group, please do not mail me too
        >[/color]

        Comment

        • Jon Skeet [C# MVP]

          #5
          Re: OutOfMemoryExce ption on DataTables

          Venkatachalam <Venkatachalam@ discussions.mic rosoft.com> wrote:[color=blue]
          > All the data has to be in the momory, as there are very complex relation
          > involved among the tables.[/color]

          Well, even so I'd consider trying to work out a way of dealing with it
          without having all of it in memory at a time.
          [color=blue]
          > If I split the file to read, then the performance will go ver very worst.
          >
          > And also the server has 4 Intel Xeon CPU 3.00GHz processor.[/color]

          The speed of the processors (nor the fact that it's got four of them)
          isn't terribly relevant. If you cause the server to start swapping,
          performance will be *awful*.

          --
          Jon Skeet - <skeet@pobox.co m>
          http://www.pobox.com/~skeet Blog: http://www.msmvps.com/jon.skeet
          If replying to the group, please do not mail me too

          Comment

          • Willy Denoyette [MVP]

            #6
            Re: OutOfMemoryExce ption on DataTables

            "Very worse", compared to what? your program can never run to an end on a 32
            bit system where you only have access to 2GB of user space per process.
            The free user space on a 32Bit system after the CLR, framework code and data
            has been loaded is less than 1.8GB, so you memory requirements exceed
            largely the available memory. Note that your data requirements will double
            when converting the text file 'byte' oriented data into XML 'string'
            oriented data, add to that the XML overhead and you will understand that you
            simply can't hold all this data in memory on a 32 bit system.
            So your options are:
            - Split the input file into smaller portions, or
            - Store the input data in a relational database, or
            - Move to a 64 bit OS and add another 2GB of RAM.



            Willy.



            "Venkatacha lam" <Venkatachalam@ discussions.mic rosoft.com> wrote in message
            news:EB65109B-A44F-43DD-A693-48EC1DF00419@mi crosoft.com...
            | All the data has to be in the momory, as there are very complex relation
            | involved among the tables.
            |
            | If I split the file to read, then the performance will go ver very worst.
            |
            | And also the server has 4 Intel Xeon CPU 3.00GHz processor.
            |
            | With regards
            | Venkat
            |
            | "Jon Skeet [C# MVP]" wrote:
            |
            | > Venkatachalam <Venkatachalam@ discussions.mic rosoft.com> wrote:
            | > > In my application I have text(flat) file as input and I have to
            generate
            | > > an XML file. The maximum input text file size can be 900MB and
            gererated xml
            | > > may result 2+ GB.
            | >
            | > Do you really need to hold all of that in memory at the same time? It
            | > sounds like it would be much more likely to work if you could process
            | > the file writing out data as you went, even if you need to process the
            | > input file a few times.
            | >
            | > <snip>
            | >
            | > > When the application process a 500MB file, it throws
            OutOfMemoryExce ption.
            | > > In the task manager, the utilised memory when the system throws
            | > > OutOfMemoryExce ption is 2.15 GB.
            | >
            | > I believe that without some extra support (which I don't know the
            | > details of) a single process can't go above 2GB.
            | >
            | > > But in my desktop, for the surprise, the system has 512 MB and when I
            load
            | > > several application, the process memory reached 1GB without any
            | > > OutOfMemoryExce ption issues.
            | > >
            | > > Can you one help me in this regard.
            | >
            | > That's your desktop swapping memory out to disk. Note that when this
            | > happens, anything which tries to use that virtual memory will slow down
            | > hugely.
            | >
            | > --
            | > Jon Skeet - <skeet@pobox.co m>
            | > http://www.pobox.com/~skeet Blog: http://www.msmvps.com/jon.skeet
            | > If replying to the group, please do not mail me too
            | >


            Comment

            • Lee

              #7
              Re: OutOfMemoryExce ption on DataTables

              Venkatachalam enlightened me by writing:
              [color=blue]
              > All the data has to be in the momory, as there are very complex
              > relation involved among the tables.
              >
              > If I split the file to read, then the performance will go ver very
              > worst.
              >
              > And also the server has 4 Intel Xeon CPU 3.00GHz processor.
              >
              > With regards
              > Venkat[/color]

              Venkat, couldn't you use an embedded database to do this operation?
              Maybe FirebirdSQL Embedded or something? This way you could still keep
              your entity relatioships intact?


              --
              Warm Regards,
              Lee

              "Upon further investigation it appears that your software is missing
              just one thing. It definitely needs more cow bell..."

              Comment

              • Cor Ligthert [MVP]

                #8
                Re: OutOfMemoryExce ption on DataTables

                Venkatachalam,

                Did you look at the virtual memory settings of both computers?

                Just my first thought,

                Cor

                "Venkatacha lam" <Venkatachalam@ discussions.mic rosoft.com> schreef in bericht
                news:81063AD9-E01A-488C-B1DB-FE68E458528A@mi crosoft.com...[color=blue]
                > Hi,
                > In my application I have text(flat) file as input and I have to generate
                > an XML file. The maximum input text file size can be 900MB and gererated
                > xml
                > may result 2+ GB.
                >
                > Based on the first column value from the text file, the row will be moved
                > to
                > any of those 23 DataTable which are created onfly.
                >
                > For eg.
                > 01;- data for Table 1-
                > 02;- data for Table 2-
                > 03;- data for Table 3-
                > 04;- data for Table 4-
                > 04;- data for Table 4-
                > 04;- data for Table 4-
                > 04;- data for Table 4-
                > 04;- data for Table 4-
                >
                > Based on the child relation, I have to create XML node, after stripping
                > the
                > parent-child relation column.
                >
                > I am using XmlTextWriter to write the xml data, which are fetched from
                > tables based on select with different condition.
                >
                > The server uses 2GB RAM memory
                >
                > When the application process a 500MB file, it throws OutOfMemoryExce ption.
                > In the task manager, the utilised memory when the system throws
                > OutOfMemoryExce ption is 2.15 GB.
                >
                > But in my desktop, for the surprise, the system has 512 MB and when I load
                > several application, the process memory reached 1GB without any
                > OutOfMemoryExce ption issues.
                >
                > Can you one help me in this regard.
                >
                > Thanks in advance
                >
                > With Regards
                > venkatg[/color]


                Comment

                • Willy Denoyette [MVP]

                  #9
                  Re: OutOfMemoryExce ption on DataTables

                  VM is a non issue here the OP has 2GB of physical memory, so the VM is at
                  least 2GB and probably > 4GB. The problem is that the max. user address
                  space is 2GB (or 3GB with 4GT Ram tuning) on 32 bit windows.


                  Willy.

                  "Cor Ligthert [MVP]" <notmyfirstname @planet.nl> wrote in message
                  news:e%23WlsUOQ GHA.720@TK2MSFT NGP14.phx.gbl.. .
                  | Venkatachalam,
                  |
                  | Did you look at the virtual memory settings of both computers?
                  |
                  | Just my first thought,
                  |
                  | Cor
                  |
                  | "Venkatacha lam" <Venkatachalam@ discussions.mic rosoft.com> schreef in
                  bericht
                  | news:81063AD9-E01A-488C-B1DB-FE68E458528A@mi crosoft.com...
                  | > Hi,
                  | > In my application I have text(flat) file as input and I have to
                  generate
                  | > an XML file. The maximum input text file size can be 900MB and gererated
                  | > xml
                  | > may result 2+ GB.
                  | >
                  | > Based on the first column value from the text file, the row will be
                  moved
                  | > to
                  | > any of those 23 DataTable which are created onfly.
                  | >
                  | > For eg.
                  | > 01;- data for Table 1-
                  | > 02;- data for Table 2-
                  | > 03;- data for Table 3-
                  | > 04;- data for Table 4-
                  | > 04;- data for Table 4-
                  | > 04;- data for Table 4-
                  | > 04;- data for Table 4-
                  | > 04;- data for Table 4-
                  | >
                  | > Based on the child relation, I have to create XML node, after stripping
                  | > the
                  | > parent-child relation column.
                  | >
                  | > I am using XmlTextWriter to write the xml data, which are fetched from
                  | > tables based on select with different condition.
                  | >
                  | > The server uses 2GB RAM memory
                  | >
                  | > When the application process a 500MB file, it throws
                  OutOfMemoryExce ption.
                  | > In the task manager, the utilised memory when the system throws
                  | > OutOfMemoryExce ption is 2.15 GB.
                  | >
                  | > But in my desktop, for the surprise, the system has 512 MB and when I
                  load
                  | > several application, the process memory reached 1GB without any
                  | > OutOfMemoryExce ption issues.
                  | >
                  | > Can you one help me in this regard.
                  | >
                  | > Thanks in advance
                  | >
                  | > With Regards
                  | > venkatg
                  |
                  |


                  Comment

                  • Cor Ligthert [MVP]

                    #10
                    Re: OutOfMemoryExce ption on DataTables

                    Willy,

                    The difference between the laptop and the other computer was triggering me
                    in this.
                    What other reason can there been than just a setting of something like this.
                    [color=blue]
                    >But in my desktop, for the surprise, the system has 512 MB and when I load
                    >several application, the process memory reached 1GB without any
                    >OutOfMemoryExc eption issues.[/color]

                    I am not sure if he is doing the same application, probably not,

                    However as I wrote, it was only a thought,

                    Cor

                    "Willy Denoyette [MVP]" <willy.denoyett e@telenet.be> schreef in bericht
                    news:O7gN$qQQGH A.532@TK2MSFTNG P15.phx.gbl...[color=blue]
                    > VM is a non issue here the OP has 2GB of physical memory, so the VM is at
                    > least 2GB and probably > 4GB. The problem is that the max. user address
                    > space is 2GB (or 3GB with 4GT Ram tuning) on 32 bit windows.
                    >
                    >
                    > Willy.
                    >
                    > "Cor Ligthert [MVP]" <notmyfirstname @planet.nl> wrote in message
                    > news:e%23WlsUOQ GHA.720@TK2MSFT NGP14.phx.gbl.. .
                    > | Venkatachalam,
                    > |
                    > | Did you look at the virtual memory settings of both computers?
                    > |
                    > | Just my first thought,
                    > |
                    > | Cor
                    > |
                    > | "Venkatacha lam" <Venkatachalam@ discussions.mic rosoft.com> schreef in
                    > bericht
                    > | news:81063AD9-E01A-488C-B1DB-FE68E458528A@mi crosoft.com...
                    > | > Hi,
                    > | > In my application I have text(flat) file as input and I have to
                    > generate
                    > | > an XML file. The maximum input text file size can be 900MB and
                    > gererated
                    > | > xml
                    > | > may result 2+ GB.
                    > | >
                    > | > Based on the first column value from the text file, the row will be
                    > moved
                    > | > to
                    > | > any of those 23 DataTable which are created onfly.
                    > | >
                    > | > For eg.
                    > | > 01;- data for Table 1-
                    > | > 02;- data for Table 2-
                    > | > 03;- data for Table 3-
                    > | > 04;- data for Table 4-
                    > | > 04;- data for Table 4-
                    > | > 04;- data for Table 4-
                    > | > 04;- data for Table 4-
                    > | > 04;- data for Table 4-
                    > | >
                    > | > Based on the child relation, I have to create XML node, after
                    > stripping
                    > | > the
                    > | > parent-child relation column.
                    > | >
                    > | > I am using XmlTextWriter to write the xml data, which are fetched from
                    > | > tables based on select with different condition.
                    > | >
                    > | > The server uses 2GB RAM memory
                    > | >
                    > | > When the application process a 500MB file, it throws
                    > OutOfMemoryExce ption.
                    > | > In the task manager, the utilised memory when the system throws
                    > | > OutOfMemoryExce ption is 2.15 GB.
                    > | >
                    > | > But in my desktop, for the surprise, the system has 512 MB and when I
                    > load
                    > | > several application, the process memory reached 1GB without any
                    > | > OutOfMemoryExce ption issues.
                    > | >
                    > | > Can you one help me in this regard.
                    > | >
                    > | > Thanks in advance
                    > | >
                    > | > With Regards
                    > | > venkatg
                    > |
                    > |
                    >
                    >[/color]


                    Comment

                    • Willy Denoyette [MVP]

                      #11
                      Re: OutOfMemoryExce ption on DataTables

                      The BIG difference is:

                      One single application can allocate at most 2GB of VAS.
                      5 applications can allocate up to 2GB VAS each (provided that you have
                      sufficient RAM and/or that the swap file is large enough), that means a
                      total of 10GB allocated space.

                      Willy.

                      "Cor Ligthert [MVP]" <notmyfirstname @planet.nl> wrote in message
                      news:OsOmgTRQGH A.4680@TK2MSFTN GP10.phx.gbl...
                      | Willy,
                      |
                      | The difference between the laptop and the other computer was triggering me
                      | in this.
                      | What other reason can there been than just a setting of something like
                      this.
                      |
                      | >But in my desktop, for the surprise, the system has 512 MB and when I
                      load
                      | >several application, the process memory reached 1GB without any
                      | >OutOfMemoryExc eption issues.
                      |
                      | I am not sure if he is doing the same application, probably not,
                      |
                      | However as I wrote, it was only a thought,
                      |
                      | Cor
                      |
                      | "Willy Denoyette [MVP]" <willy.denoyett e@telenet.be> schreef in bericht
                      | news:O7gN$qQQGH A.532@TK2MSFTNG P15.phx.gbl...
                      | > VM is a non issue here the OP has 2GB of physical memory, so the VM is
                      at
                      | > least 2GB and probably > 4GB. The problem is that the max. user address
                      | > space is 2GB (or 3GB with 4GT Ram tuning) on 32 bit windows.
                      | >
                      | >
                      | > Willy.
                      | >
                      | > "Cor Ligthert [MVP]" <notmyfirstname @planet.nl> wrote in message
                      | > news:e%23WlsUOQ GHA.720@TK2MSFT NGP14.phx.gbl.. .
                      | > | Venkatachalam,
                      | > |
                      | > | Did you look at the virtual memory settings of both computers?
                      | > |
                      | > | Just my first thought,
                      | > |
                      | > | Cor
                      | > |
                      | > | "Venkatacha lam" <Venkatachalam@ discussions.mic rosoft.com> schreef in
                      | > bericht
                      | > | news:81063AD9-E01A-488C-B1DB-FE68E458528A@mi crosoft.com...
                      | > | > Hi,
                      | > | > In my application I have text(flat) file as input and I have to
                      | > generate
                      | > | > an XML file. The maximum input text file size can be 900MB and
                      | > gererated
                      | > | > xml
                      | > | > may result 2+ GB.
                      | > | >
                      | > | > Based on the first column value from the text file, the row will be
                      | > moved
                      | > | > to
                      | > | > any of those 23 DataTable which are created onfly.
                      | > | >
                      | > | > For eg.
                      | > | > 01;- data for Table 1-
                      | > | > 02;- data for Table 2-
                      | > | > 03;- data for Table 3-
                      | > | > 04;- data for Table 4-
                      | > | > 04;- data for Table 4-
                      | > | > 04;- data for Table 4-
                      | > | > 04;- data for Table 4-
                      | > | > 04;- data for Table 4-
                      | > | >
                      | > | > Based on the child relation, I have to create XML node, after
                      | > stripping
                      | > | > the
                      | > | > parent-child relation column.
                      | > | >
                      | > | > I am using XmlTextWriter to write the xml data, which are fetched
                      from
                      | > | > tables based on select with different condition.
                      | > | >
                      | > | > The server uses 2GB RAM memory
                      | > | >
                      | > | > When the application process a 500MB file, it throws
                      | > OutOfMemoryExce ption.
                      | > | > In the task manager, the utilised memory when the system throws
                      | > | > OutOfMemoryExce ption is 2.15 GB.
                      | > | >
                      | > | > But in my desktop, for the surprise, the system has 512 MB and when
                      I
                      | > load
                      | > | > several application, the process memory reached 1GB without any
                      | > | > OutOfMemoryExce ption issues.
                      | > | >
                      | > | > Can you one help me in this regard.
                      | > | >
                      | > | > Thanks in advance
                      | > | >
                      | > | > With Regards
                      | > | > venkatg
                      | > |
                      | > |
                      | >
                      | >
                      |
                      |


                      Comment

                      • Vadym Stetsyak

                        #12
                        Re: OutOfMemoryExce ption on DataTables

                        Hello, Willy!

                        WDM> One single application can allocate at most 2GB of VAS.
                        WDM> 5 applications can allocate up to 2GB VAS each (provided that you have
                        WDM> sufficient RAM and/or that the swap file is large enough), that means
                        WDM> a total of 10GB allocated space.

                        IMO AWE can be used to overcome limitations mentioned above.

                        ( http://msdn.microsoft.com/library/de...extensions.asp )


                        --
                        Regards, Vadym Stetsyak
                        www: http://vadmyst.blogspot.com

                        Comment

                        • Vadym Stetsyak

                          #13
                          Re: OutOfMemoryExce ption on DataTables

                          Hello, Sheva!

                          S> Probably your home computer has virtual memory enabled, and its size is
                          S> allocated to something more than 512 MB, but your server computer
                          S> doesn't.

                          That is not correct, take a look at Willy's posts about virtual memory...

                          S> Anyway, when you process a large quantity of data, you should not use
                          S> DataSet or DataTable or sorta things like that, because those data
                          S> objects will preload all the data into memory. you should use some
                          S> cursor based forward only Reader classes to read and process the data on
                          S> demand.

                          ...or do the processing on the db side and then retrieve and display the results in the application
                          --
                          Regards, Vadym Stetsyak
                          www: http://vadmyst.blogspot.com

                          Comment

                          • Willy Denoyette [MVP]

                            #14
                            Re: OutOfMemoryExce ption on DataTables


                            "Vadym Stetsyak" <vadym_s@ukr.ne t> wrote in message
                            news:OYtppfgQGH A.4976@TK2MSFTN GP11.phx.gbl...
                            | Hello, Willy!
                            |
                            | WDM> One single application can allocate at most 2GB of VAS.
                            | WDM> 5 applications can allocate up to 2GB VAS each (provided that you
                            have
                            | WDM> sufficient RAM and/or that the swap file is large enough), that means
                            | WDM> a total of 10GB allocated space.
                            |
                            | IMO AWE can be used to overcome limitations mentioned above.
                            |
                            | (
                            http://msdn.microsoft.com/library/de...extensions.asp )
                            |
                            |
                            | --
                            | Regards, Vadym Stetsyak
                            | www: http://vadmyst.blogspot.com

                            No, not really, the CLR does not care about AWE so managed applications do
                            not take advantage of this, services like SQL Server use this, but this is
                            only done to compensate for the limited addressable memory range on a 32 bit
                            OS, it's really of little use now that 64 bit windows is available.

                            Willy.


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