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Point density from XY table in ArcGIS Pro


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I have a large 1.1gb CSV table of points in Lat/Long WGS84 for which I'd like to generate a point density raster. I'm taking the following steps but the process is extremely slow. I welcome any advice on how to improve this or better understand where exactly my bottlenecks are.



In modelbuilder I have the following steps




  1. XY Table to Points - output to in_memory workspace;

  2. Project - reproject in_memory output from LatLong WGS84 to WGS84 Web
    Mercator (Auxiliary Sphere) - here I'm unable to store the output
    in_memory (not sure why) so I write it to the gdb;

  3. Point Density - calculate my point density raster from the output of
    2.


I'm running on Windows Server 2019 with Intel Xeon Platinum 8175M CPU @2.5GHz (2 processors), 760GB RAM, 64-bit OS which I've spun up an AWS instance with 500GB hard disk.



Currently my model builder is on step 1 at 1% and it has been there for a while. My CPU usage is at 1% and Memory also at 1%



How can I speed up my process?









share



























    0















    I have a large 1.1gb CSV table of points in Lat/Long WGS84 for which I'd like to generate a point density raster. I'm taking the following steps but the process is extremely slow. I welcome any advice on how to improve this or better understand where exactly my bottlenecks are.



    In modelbuilder I have the following steps




    1. XY Table to Points - output to in_memory workspace;

    2. Project - reproject in_memory output from LatLong WGS84 to WGS84 Web
      Mercator (Auxiliary Sphere) - here I'm unable to store the output
      in_memory (not sure why) so I write it to the gdb;

    3. Point Density - calculate my point density raster from the output of
      2.


    I'm running on Windows Server 2019 with Intel Xeon Platinum 8175M CPU @2.5GHz (2 processors), 760GB RAM, 64-bit OS which I've spun up an AWS instance with 500GB hard disk.



    Currently my model builder is on step 1 at 1% and it has been there for a while. My CPU usage is at 1% and Memory also at 1%



    How can I speed up my process?









    share

























      0












      0








      0








      I have a large 1.1gb CSV table of points in Lat/Long WGS84 for which I'd like to generate a point density raster. I'm taking the following steps but the process is extremely slow. I welcome any advice on how to improve this or better understand where exactly my bottlenecks are.



      In modelbuilder I have the following steps




      1. XY Table to Points - output to in_memory workspace;

      2. Project - reproject in_memory output from LatLong WGS84 to WGS84 Web
        Mercator (Auxiliary Sphere) - here I'm unable to store the output
        in_memory (not sure why) so I write it to the gdb;

      3. Point Density - calculate my point density raster from the output of
        2.


      I'm running on Windows Server 2019 with Intel Xeon Platinum 8175M CPU @2.5GHz (2 processors), 760GB RAM, 64-bit OS which I've spun up an AWS instance with 500GB hard disk.



      Currently my model builder is on step 1 at 1% and it has been there for a while. My CPU usage is at 1% and Memory also at 1%



      How can I speed up my process?









      share














      I have a large 1.1gb CSV table of points in Lat/Long WGS84 for which I'd like to generate a point density raster. I'm taking the following steps but the process is extremely slow. I welcome any advice on how to improve this or better understand where exactly my bottlenecks are.



      In modelbuilder I have the following steps




      1. XY Table to Points - output to in_memory workspace;

      2. Project - reproject in_memory output from LatLong WGS84 to WGS84 Web
        Mercator (Auxiliary Sphere) - here I'm unable to store the output
        in_memory (not sure why) so I write it to the gdb;

      3. Point Density - calculate my point density raster from the output of
        2.


      I'm running on Windows Server 2019 with Intel Xeon Platinum 8175M CPU @2.5GHz (2 processors), 760GB RAM, 64-bit OS which I've spun up an AWS instance with 500GB hard disk.



      Currently my model builder is on step 1 at 1% and it has been there for a while. My CPU usage is at 1% and Memory also at 1%



      How can I speed up my process?







      modelbuilder arcgis-pro amazon-web-services





      share












      share










      share



      share










      asked 3 mins ago









      valval

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