topic Re: ArcPy script for supervised classification selectively fails on CreateSignature in Developers Questions

ArcPy script for supervised classification selectively fails on CreateSignature

StevenSteinmetz — Sun, 12 Dec 2021 03:23:15 GMT

Hello all,

I have written a script to partially automate a supervised classification of a raster (my only interest is to differentiate water features from non-water features) and it worked seamlessly on several tests, but I am now encountering error(s) when I attempt to create signature file(s). I am running ArcGIS 10.2.1 (Advanced)

# Import python modules
import arcpy, os, ntpath

# Input Parameters
classRast = arcpy.GetParameterAsText(0)
trainSamp = arcpy.GetParameterAsText(1)
aPriori = arcpy.GetParameterAsText(2)
outDir = arcpy.GetParameterAsText(3)

#Environments
arcpy.env.workspace = outDir
ws = arcpy.env.workspace
arcpy.env.overwriteOutput = True

def stripped(path):
    head, tail = ntpath.split(path)
    return tail or ntpath.basename(head)

# Create Signatures from Shoreline Training Samples
arcpy.AddMessage("Generating Signature File from Training Samples...")
sigFile = outDir + "/TrainSignats.GSG"
arcpy.gp.CreateSignatures_sa(classRast,trainSamp,sigFile,"COVARIANCE","Classvalue")

On one failed example, the inputs are:

classRast = m_3307811_ne_17_1_20130929.tif

trainSamp = S:/Software/Scripts and Tools/ShorelineTools/ExtractShorelines.gdb/ShorelineTrainingSamples

aPriori = S:/Software/Scripts and Tools/ShorelineTools/apriori.txt

outDir = T:/PERSONAL/Jimmy/SE USA/test5

I hit an error on line 22 stating:

Traceback (most recent call last):

File "T:\PERSONAL\Jimmy\Tools and References\python scripts\ExtractShorelines.py", line 29, in <module>

arcpy.gp.CreateSignatures_sa(classRast,trainSamp,sigFile,"COVARIANCE","Classvalue")

File "c:\program files (x86)\arcgis\desktop10.2\arcpy\arcpy\geoprocessing\_base.py", line 498, in <lambda>

return lambda *args: val(*gp_fixargs(args, True))

ExecuteError: ERROR 010423: T:\PERSONAL\Jimmy\SE USA\test5\t_t285 does not have valid statistics as required by the operation.

ERROR 010159: Unable to open VAT file of t:\personal\jimmy\se~d1mse\test5\t_t285. ClassSig failed!

ERROR 010067: Error in executing grid expression.

Failed to execute (CreateSignatures).

I have tried building pyramids and statistics for the problem raster(s) prior to executing the script. I have also tried the raster(s) into GRID format, but neither of these approaches has changed the result. I have had some tiff rasters succeed but other tiffs fail and so far all jp2 files have failed. The location of the VAT file looks suspect as I'm not sure where the '\se~d1mse' portion of the filepath comes from or what it refers to. Any ideas why the CreateSignatures fails?

Re: ArcPy script for supervised classification selectively fails on CreateSignature

DarrenWiens2 — Mon, 15 Feb 2016 20:16:16 GMT

See if you get better results using forward slashes in your paths. '\t' means tab in Python.

Re: ArcPy script for supervised classification selectively fails on CreateSignature

DanPatterson_Retired — Mon, 15 Feb 2016 20:24:00 GMT

also to note, r notation, no spaces, tildes etc

Filenames and file paths in Python

and Darren's poll

Re: ArcPy script for supervised classification selectively fails on CreateSignature

AdrianWelsh — Mon, 15 Feb 2016 20:28:28 GMT

to build on what everyone else is saying, here is an entire thread where file paths are discussed:

arcpy.TableToTable_conversion CSV to DBF help

Re: ArcPy script for supervised classification selectively fails on CreateSignature

StevenSteinmetz — Mon, 15 Feb 2016 20:29:53 GMT

thank you, I wrote these in incorrectly in the original post...in the actual script theses are user-defined parameters where the user can navigate to / select the folder or file...so the slash shouldn't be the issue

Re: ArcPy script for supervised classification selectively fails on CreateSignature

DanPatterson_Retired — Mon, 15 Feb 2016 20:33:01 GMT

check and print it out... since it is just returning a string, there is no guarantee that it is properly interpreted... check the examples in my blog post... those are all examples that can be returned from tools. The fixes/checks are easy to fix in a script or tool.

Re: ArcPy script for supervised classification selectively fails on CreateSignature

StevenSteinmetz — Mon, 15 Feb 2016 21:45:02 GMT

I found that in my case, the issue was with one of my input files and not with the code itself. Thank you to all who chimed in.