def writeDataSizes(srcRoot, jobDir, outputDir, jobNameSuffixFmt, dataLoaderFmt, matlabDeclarations, parameters):
if matlabDeclarations is None:
matlabDeclarations = list()
logRegRoot = os.path.join(srcRoot, "shared", "logisticRegression")
addpathFmt = "addpath(genpath('{0}'));"
matlabDeclarations.append(addpathFmt.format(logRegRoot))
jobNameFmt = "plllogreg_getsz_" + jobNameSuffixFmt
writeSizeFuncFmt = "WriteSize( {0}, '{1}' );".format(
dataLoaderFmt, os.path.join(outputDir, "output_" + jobNameFmt + ".txt")
)
writeDataSizeJobDict = QSubHelpers.createGridJobs(
jobDir, outputDir, jobNameFmt, writeSizeFuncFmt, matlabDeclarations, parameters
)
QSubHelpers.runScripts(jobDir, outputDir, writeDataSizeJobDict, 100, None, None)
return os.path.join(outputDir, "output_" + jobNameFmt + ".txt")
def runLeaveOneOutJobs(jobDir, outputDir, jobDictionaries, maxSimulataneousJobs, resourceStr, pool):
for jobDictionary in jobDictionaries:
QSubHelpers.runScripts(jobDir, outputDir, jobDictionary, maxSimulataneousJobs, resourceStr, pool)
