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    <title>topic Error at Multiprocessing - “Manage Tile Cache” tool in parallel processing in ArcGIS API for Python Questions</title>
    <link>https://community.esri.com/t5/arcgis-api-for-python-questions/error-at-multiprocessing-manage-tile-cache-tool-in/m-p/769978#M645</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;Hi,&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;We use the tool "Manage Tile Cache" on the local machine Desktop in ArcMap 10.5, for ArcGIS Server 10.3.&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;Parameter&amp;nbsp;"&lt;SPAN style="color: #4d4d4d; background-color: #ffffff; border: 0px; font-weight: inherit; font-size: 15px;"&gt;area_of_interest" is the feature class created by CacheWorx "Coverage To Feature" Level 19&lt;IMG class="image-1 jive-image" height="165" src="https://community.esri.com/legacyfs/online/358537_pastedImage_1.jpg" style="border: 0px; font-weight: inherit; font-size: 15px; margin: 2px 20px 0px;" width="180" /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;The help says: "&lt;SPAN style="color: #333333; background-color: #ffffff; border: 0px; font-weight: inherit; font-size: 14px;"&gt;For the fastest tile creation, your CPU should be working near 100% during the tile creation"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;Having 16 cores CPU, and using ParallelProcessingFactor 100% or 16&amp;nbsp;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;the CPU usage is very low - between 3 to 8 percents&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;In order to find a workaround I tried to use a script with multiprocessing.&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Unfortunately, it has an error at the run time. Please help to make it working.&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;The script&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;#run “Manage Tile Cache” tool in parallel processing&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import arcpy&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import multiprocessing&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import os&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import glob&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import sys&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import traceback&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;from multiprocessing import Process, Queue, Pool, \&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; cpu_count, current_process, Manager&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;arcpy.env.overwriteOutput = True&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;arcpy.env.scratchWorkspace = "in_memory"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;AAA_Imagery = "D:/gisdata/imagery/public_AAA_Imagery/AAA_Imagery"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Manage_Mode = "RECREATE_ALL_TILES"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Scales__Pixel_Size___Estimated_Disk_Space_ = "564.248588"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Best_WebM = "D:/gisdata/imagery/BestMosaic_2017test.gdb/Best_WebM"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Level_20_coverage = "D:/gisdata/imagery/Levels_coverage.gdb/Level_20_coverage"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;def execute_task(bundleAOI):&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; try:&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; result = arcpy.ManageTileCache_management(AAA_Imagery, Manage_Mode, "", Best_WebM, "ARCGISONLINE_SCHEME", "", Scales__Pixel_Size___Estimated_Disk_Space_, bundleAOI, "", "591657527.591555", "282.124294")&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; print(arcpy.GetMessages())&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;print "result: " + result&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; except Exception, e:&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; e.traceback = traceback.format_exc()&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; raise&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;if __name__ == '__main__':&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; #get individual bundles, add it to a dictonary&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; bundles = {}&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; count = 1&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; for bundle in arcpy.da.SearchCursor(Level_20_coverage,["*"]):&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; bundles[count] = bundle&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; count += 1&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; # create a process pool and pass dictonary of extent to execute task&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; pool = Pool(processes=cpu_count())&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; pool.map(execute_task, bundles.items())&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; pool.close()&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; pool.join()&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;The error (see the image)&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;IMG __jive_id="358536" alt="" class="image-1 jive-image j-img-original" height="190" src="https://community.esri.com/legacyfs/online/358536_error_at_gp_multiproc.JPG" style="border: 0px; font-weight: inherit; font-size: 14.6667px; margin: 2px 0px 0px;" width="679" /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Sun, 25 Jun 2017 23:30:11 GMT</pubDate>
    <dc:creator>MarkMindlin</dc:creator>
    <dc:date>2017-06-25T23:30:11Z</dc:date>
    <item>
      <title>Error at Multiprocessing - “Manage Tile Cache” tool in parallel processing</title>
      <link>https://community.esri.com/t5/arcgis-api-for-python-questions/error-at-multiprocessing-manage-tile-cache-tool-in/m-p/769978#M645</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;Hi,&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;We use the tool "Manage Tile Cache" on the local machine Desktop in ArcMap 10.5, for ArcGIS Server 10.3.&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;Parameter&amp;nbsp;"&lt;SPAN style="color: #4d4d4d; background-color: #ffffff; border: 0px; font-weight: inherit; font-size: 15px;"&gt;area_of_interest" is the feature class created by CacheWorx "Coverage To Feature" Level 19&lt;IMG class="image-1 jive-image" height="165" src="https://community.esri.com/legacyfs/online/358537_pastedImage_1.jpg" style="border: 0px; font-weight: inherit; font-size: 15px; margin: 2px 20px 0px;" width="180" /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;The help says: "&lt;SPAN style="color: #333333; background-color: #ffffff; border: 0px; font-weight: inherit; font-size: 14px;"&gt;For the fastest tile creation, your CPU should be working near 100% during the tile creation"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;Having 16 cores CPU, and using ParallelProcessingFactor 100% or 16&amp;nbsp;&lt;/P&gt;&lt;P style="color: #3d3d3d; background-color: #ffffff; border: 0px; font-size: 15px;"&gt;the CPU usage is very low - between 3 to 8 percents&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;In order to find a workaround I tried to use a script with multiprocessing.&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Unfortunately, it has an error at the run time. Please help to make it working.&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;The script&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;#run “Manage Tile Cache” tool in parallel processing&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import arcpy&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import multiprocessing&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import os&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import glob&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import sys&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;import traceback&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;from multiprocessing import Process, Queue, Pool, \&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; cpu_count, current_process, Manager&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;arcpy.env.overwriteOutput = True&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;arcpy.env.scratchWorkspace = "in_memory"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;AAA_Imagery = "D:/gisdata/imagery/public_AAA_Imagery/AAA_Imagery"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Manage_Mode = "RECREATE_ALL_TILES"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Scales__Pixel_Size___Estimated_Disk_Space_ = "564.248588"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Best_WebM = "D:/gisdata/imagery/BestMosaic_2017test.gdb/Best_WebM"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;Level_20_coverage = "D:/gisdata/imagery/Levels_coverage.gdb/Level_20_coverage"&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;def execute_task(bundleAOI):&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; try:&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; result = arcpy.ManageTileCache_management(AAA_Imagery, Manage_Mode, "", Best_WebM, "ARCGISONLINE_SCHEME", "", Scales__Pixel_Size___Estimated_Disk_Space_, bundleAOI, "", "591657527.591555", "282.124294")&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; print(arcpy.GetMessages())&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;print "result: " + result&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; except Exception, e:&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; e.traceback = traceback.format_exc()&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; raise&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;if __name__ == '__main__':&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; #get individual bundles, add it to a dictonary&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; bundles = {}&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; count = 1&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; for bundle in arcpy.da.SearchCursor(Level_20_coverage,["*"]):&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; bundles[count] = bundle&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; count += 1&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; # create a process pool and pass dictonary of extent to execute task&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; pool = Pool(processes=cpu_count())&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; pool.map(execute_task, bundles.items())&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; pool.close()&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px; margin: 0px 0px 0px 36pt;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; pool.join()&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;The error (see the image)&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;IMG __jive_id="358536" alt="" class="image-1 jive-image j-img-original" height="190" src="https://community.esri.com/legacyfs/online/358536_error_at_gp_multiproc.JPG" style="border: 0px; font-weight: inherit; font-size: 14.6667px; margin: 2px 0px 0px;" width="679" /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="background-color: #ffffff; border: 0px;"&gt;&lt;SPAN style="color: #1f497d; border: 0px; font-weight: inherit; font-size: 11pt;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Sun, 25 Jun 2017 23:30:11 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-api-for-python-questions/error-at-multiprocessing-manage-tile-cache-tool-in/m-p/769978#M645</guid>
      <dc:creator>MarkMindlin</dc:creator>
      <dc:date>2017-06-25T23:30:11Z</dc:date>
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