#validate merged model
print('validating')
validateModel(mergedmodel)
#export textual format
print('exporting')
exportfile = os.path.join(trydir, 'kmm_merged.text')
exportModel(mergedmodel, exportfile)
#prune merged model
print('pruning')
prunedmodel = os.path.join(trydir, 'pruned.db')
if args.fast:
shmmodel = os.path.join(config.getInMemoryFileSystem(), 'pruned.db')
if os.access(shmmodel, os.F_OK):
os.unlink(shmmodel)
#copy to memory
utils.copyfile(mergedmodel, shmmodel)
pruneModel(shmmodel, args.k, args.CDF)
#copy to filesystem
utils.copyfile(shmmodel, prunedmodel)
else:
#backup merged model
utils.copyfile(mergedmodel, prunedmodel)
pruneModel(prunedmodel, args.k, args.CDF)
#validate pruned model
print('validating')
validateModel(prunedmodel)
#validate merged model
print('validating')
validateModel(mergedmodel)
#export textual format
print('exporting')
exportfile = os.path.join(trydir, 'kmm_merged.text')
exportModel(mergedmodel, exportfile)
#prune merged model
print('pruning')
prunedmodel = os.path.join(trydir, 'pruned.db')
if args.fast:
shmmodel = os.path.join(config.getInMemoryFileSystem(), 'pruned.db')
if os.access(shmmodel, os.F_OK):
os.unlink(shmmodel)
#copy to memory
utils.copyfile(mergedmodel, shmmodel)
pruneModel(shmmodel, args.k, args.CDF)
#copy to filesystem
utils.copyfile(shmmodel, prunedmodel)
else:
#backup merged model
utils.copyfile(mergedmodel, prunedmodel)
pruneModel(prunedmodel, args.k, args.CDF)
#validate pruned model
print('validating')
validateModel(prunedmodel)
