db package

db.mldb module

db.mldb.buildBounded(pickle, baseFN)

db.mldb.checkBounds(data, keys)

db.mldb.findClosestIndex(myList, myNumber)

Returns closest index to myNumber.

Assumes myList is sorted. If two numbers are equally close, return the smallest number.

class db.mldb.mldb(descr='')

Bases: object

__init__(descr='')

Initialize self. See help(type(self)) for accurate signature.

build(filename_postfix, path)

buildASCII(path, dataDescriptionFile, dataFileName, interlockFileName)

Build training set from archiver data obtained with the ArchiveExport command

The dataDescriptionFile will define the input (aka design) and output (aka object) variables

buildFromSDDS(baseFN, root, yNames)

Build training set from sdds (simulation) data

Data obtained with for example OPAL The dataDescriptionFile will define the input (aka design) and output (aka object) variables

buildFromSampler(jsonFN, root, yNames, statBaseFn='', dbname='')

Build training set from an OPAL sampler run

getAllDvar(gen)

getAllDvarData()

getAllObj(gen)

getAllObjData()

getBounds()

getDVarVec(gen, indiv)

getDvarsPD(ind=0)

getNumberOfSamples()

getObjVec(gen, indiv)

getQoIsPD()

getQoiDvarPD(ind=0)

getSampleSize(i=0)

getTimes(gen, indiv)

getXDim()

getXNames()

getYDim()

getYNames()

load(filename)

printOverview()

writeDB(filename_postfix)

db.mldb.strToFloat(in_array)

db.mldb.substring_after(s, delim)

db.mldb.substring_before(s, delim)