Getting an interesting failure in PDAL the past few days across about 5 datasets when processing on Lightning against v.2.6.2.
The job will process fine until here and then just hang until 48ish hours have passed when I believe it gets auto-killed by Lightning.
What I think to be the salient line:
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
Processing Parameters:
Options: cog: true, crop: 0, debug: true, dem-gapfill-steps: 4, dem-resolution: 1, dsm: true, gps-accuracy: 5, matcher-neighbors: 16, mesh-size: 300000, min-num-features: 16000, orthophoto-resolution: 1, pc-classify: true, pc-ept: true, pc-filter: 0, pc-geometric: true, pc-quality: high, use-3dmesh: true, verbose: true
PDAL portion of Processing Log:
22:46:35 [App ] MEMORYINFO: {
22:46:35 [App ] VmPeak: 11442740 kB
22:46:35 [App ] VmSize: 10548540 kB
22:46:35 [App ] } ENDINFO
[INFO] Finished openmvs stage
[INFO] Running odm_filterpoints stage
[INFO] Sampling points around a 0.01m radius
[INFO] Splitting point cloud filtering in chunks of 250000 vertices
[INFO] running pdal split -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/opensfm/undistorted/openmvs/scene_dense_dense_filtered.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part.ply" --capacity 250000 --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar"
[INFO] Sampling points around a 0.01m radius
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_201.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_201_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] Sampling points around a 0.01m radius
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_8.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_8_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_33.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_33_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
[INFO] Sampling points around a 0.01m radius
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_202.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_202_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_164.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_164_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_214.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_214_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_179.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_179_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_113.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_113_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_41.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_41_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_187.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_187_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_102.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_102_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_19.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_19_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_107.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_107_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_1.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_1_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_39.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_39_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"
PDAL: filters.range: Invalid dimension name in 'limits' option: 'Classification'.
[INFO] running pdal translate -i "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_200.ply" -o "/var/www/data/d2e7a62a-9227-48f5-8e3f-1249d6588fb9/odm_filterpoints/parts/part_200_filtered.ply" sample range --writers.ply.sized_types=false --writers.ply.storage_mode="little endian" --writers.ply.dims="x=float,y=float,z=float,nx=float,ny=float,nz=float,red=uchar,blue=uchar,green=uchar,views=uchar" --filters.sample.radius=0.01 --filters.range.limits="Classification![7:7]"