dataLoader Namespace Reference

Classes
class	DataLoader

Functions
def	get_data (filename)
def	get_data_csv (csv_data)

Function Documentation

def dataLoader.get_data

(

filename

)

Definition at line 190 of file dataLoader.py.

References get_data_csv().

Referenced by generateFlavCfromFlavB.main(), and checkBTagCalibrationConsistency.run_check().

def get_data(filename):
    with open(filename) as f:
        csv_data = f.readlines()
    if not (csv_data and "OperatingPoint" in csv_data[0]):
        print "Data file does not contain typical header: %s. Exit" % filename
        return False
    csv_data.pop(0)  # remove header
    return get_data_csv(csv_data)

def dataLoader.get_data_csv

(

csv_data

)

Definition at line 157 of file dataLoader.py.

References ALCARECOTkAlBeamHalo_cff.filter, createfilelist.int, list(), and digitizers_cfi.strip.

Referenced by get_data(), and checkBTagCalibrationConsistency.run_check_csv().

def get_data_csv(csv_data):
    # grab measurement types
    meas_types = set(
        l.split(',')[1].strip()
        for l in csv_data
        if len(l.split()) == 11
    )

    # grab operating points
    ops = set(
        int(l.split(',')[0])
        for l in csv_data
        if len(l.split()) == 11
    ) if separate_by_op else ['all']

    # grab flavors
    flavs = set(
        int(l.split(',')[3])
        for l in csv_data
        if len(l.split()) == 11
    ) if separate_by_flav else ['all']

    # make loaders and filter empty ones
    lds = list(
        DataLoader(csv_data, mt, op, fl)
        for mt in meas_types
        for op in ops
        for fl in flavs
    )
    lds = filter(lambda d: d.entries, lds)
    return lds

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