Hey everybody,
I'm trying to use the mean shift segmentation to segment a high-resolution rgb 8-bit image (ArcGISPro 2.9). When specifying the parallel processing factor with 0 (=do not spread operations across multiple processes), the algortihm works fine. Nevertheless, tyring to utilise the power of multiple threads regulary fails. The error message (which is not alwalys the same) relates to sth. regarding max_segment_size (see below). Any ideas on this?
#1 - does not work
with arcpy.EnvManager(outputCoordinateSystem='PROJCS["WGS_1984_UTM_Zone_32N",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",9.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]', parallelProcessingFactor="80%", extent="400000 5320000 410000 5330000"):
out_raster_dataset = arcpy.ia.SegmentMeanShift(r"C:\Users\felix\OneDrive\Studium_Master\semester_I_Spatial_Analyses\assignment_solar\solar_analyses\high_res_rgb.tif", 15, 2, -1, '', -1); out_raster_dataset.save(r"C:\Users\felix\OneDrive\Studium_Master\semester_I_Spatial_Analyses\assignment_solar\solar_analyses\solar_analyses.gdb\field_segmentation")
Traceback (most recent call last):
File "<string>", line 2, in <module>
File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\ia\Functions.py", line 3792, in SegmentMeanShift
max_segment_size)
File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\sa\Utils.py", line 55, in swapper
result = wrapper(*args, **kwargs)
File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\ia\Functions.py", line 3784, in Wrapper
max_segment_size)
File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\geoprocessing\_base.py", line 512, in <lambda>
return lambda *args: val(*gp_fixargs(args, True))
arcgisscripting.ExecuteError: ERROR 999999: Something unexpected caused the tool to fail. Contact Esri Technical Support (http://esriurl.com/support) to Report a Bug, and refer to the error help for potential solutions or workarounds.
The connection to the local worker service has been lost.
The connection to the local worker service has been lost.
The connection to the local worker service has been lost.
The connection to the local worker service has been lost.
The connection to the local worker service has been lost.
The connection to the local worker service has been lost.
Failed to execute (SegmentMeanShift).#
#2 - works
with arcpy.EnvManager(outputCoordinateSystem='PROJCS["WGS_1984_UTM_Zone_32N",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",9.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]', parallelProcessingFactor="2", extent="400000 5320000 402000 5323000"):
out_raster_dataset = arcpy.ia.SegmentMeanShift(r"C:\Users\felix\OneDrive\Studium_Master\semester_I_Spatial_Analyses\assignment_solar\solar_analyses\high_res_rgb.tif", 15, 2, -1, '', -1); out_raster_dataset.save(r"C:\Users\felix\OneDrive\Studium_Master\semester_I_Spatial_Analyses\assignment_solar\solar_analyses\solar_analyses.gdb\field_segmentation")
#3 - does not work
with arcpy.EnvManager(outputCoordinateSystem='PROJCS["WGS_1984_UTM_Zone_32N",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",9.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]', parallelProcessingFactor="8", extent="400000 5320000 402000 5323000"):
out_raster_dataset = arcpy.ia.SegmentMeanShift(r"C:\Users\felix\OneDrive\Studium_Master\semester_I_Spatial_Analyses\assignment_solar\solar_analyses\high_res_rgb.tif", 5, 2, -1, '', -1); out_raster_dataset.save(r"C:\Users\felix\OneDrive\Studium_Master\semester_I_Spatial_Analyses\assignment_solar\solar_analyses\solar_analyses.gdb\field_segmentation")
Traceback (most recent call last):
File "<string>", line 2, in <module>
File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\ia\Functions.py", line 3792, in SegmentMeanShift
max_segment_size)
File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\sa\Utils.py", line 55, in swapper
result = wrapper(*args, **kwargs)
File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\ia\Functions.py", line 3784, in Wrapper
max_segment_size)
File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\geoprocessing\_base.py", line 512, in <lambda>
return lambda *args: val(*gp_fixargs(args, True))
arcgisscripting.ExecuteError: ERROR 999999: Something unexpected caused the tool to fail. Contact Esri Technical Support (http://esriurl.com/support) to Report a Bug, and refer to the error help for potential solutions or workarounds.
Failed to execute (SegmentMeanShift).
