Clustering prediction crossval error

[RichardScottOZ]

I hadn't used the clustering function before, on prediction, got this:-

Uncaught exception on processor 0
Traceback (most recent call last):
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\runpy.py", line 193, in _run_module_as_main
    "__main__", mod_spec)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\runpy.py", line 85, in _run_code
    exec(code, run_globals)
  File "C:\Users\rscott\AppData\Local\Continuum\anaconda3\envs\gdaltest\Scripts\uncoverml.exe\__main__.py", line 7, in <module>
    sys.exit(cli())
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\click\core.py", line 829, in __call__
    return self.main(*args, **kwargs)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\click\core.py", line 782, in main
    rv = self.invoke(ctx)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\click\core.py", line 1259, in invoke
    return _process_result(sub_ctx.command.invoke(sub_ctx))
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\click\core.py", line 1066, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\click\core.py", line 610, in invoke
    return callback(*args, **kwargs)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\uncoverml\scripts\__init__.py", line 162, in predict
    predict_cli.main(config_file, partitions, mask, retain)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\uncoverml\scripts\predict_cli.py", line 152, in main
    model, config, config.metadata_file)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\uncoverml\mpiops.py", line 105, in run_once
    f_result = f(*args, **kwargs)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\uncoverml\scripts\predict_cli.py", line 167, in write_prediction_metadata
    mobj = MetadataSummary(model, config)
  File "c:\users\rscott\appdata\local\continuum\anaconda3\envs\gdaltest\lib\site-packages\uncoverml\metadata_profiler.py", line 92, in __init__
    if config.cross_validate and os.path.exists(config.crossval_scores_file):
AttributeError: 'Config' object has no attribute 'cross_validate'

[RichardScottOZ]

Had no crossval data as I just used the sample config as a base - the prediction wrote out though - produced a cluster class map, model and thumbnail. So just a small bug in checking for a config that isn't needed in this case?

[RichardScottOZ]

This seemed to work fine though as a dummy

clustering:
n_classes: 30
oversample_factor: 5

validation:
k-fold:
folds: 5
parallel: False
random_seed: 42

features:

• type: ordinal
  files: