testpdfs

#! /usr/bin/env python

"""\
Usage: %(prog)s <PDF1> [<PDF2> [...]]

Test PDF xf, alpha_s, and metadata values for the named LHAPDF6 sets.
"""

from __future__ import print_function


## Parse the command line
import argparse, sys
ap = argparse.ArgumentParser(usage=__doc__)
ap.add_argument("PNAMES", metavar="NAME", nargs="+", help="PDF members to include in the tests")
ap.add_argument("--xmin", dest="XMIN", metavar="NUM",
                help="minimum x value [default: %(default)s]", type=float, default=1e-10)
ap.add_argument("--qmax", dest="QMAX", metavar="NUM",
                help="maximum Q value in GeV [default: %(default)s]", type=float, default=1e4)
args = ap.parse_args()
if not args:
    print(__doc__)
    sys.exit(1)


## Get sampling points in x,Q
from math import log10
import numpy as np
xs = np.logspace(log10(args.XMIN), 0, 10)
qs = np.logspace(0, log10(args.QMAX), 10)
xs_few = [1e-5, 1e-3, 1e-2, 1e-1]
qs_few = [10, 100, 1000, 10000]

## Test each PDF's metadata, alpha_s, and xf values
for pname in args.PNAMES:
    import lhapdf, pprint

    p = lhapdf.mkPDF(pname)
    pset = p.set()
    ps = pset.mkPDFs()
    del ps

    ## Metadata
    print("\n", "%s (version %d) [%d] - %d members" % (pset.name, pset.dataversion, pset.lhapdfID, pset.size))
    print("Set type = %s, %g%% CL" % (pset.errorType, pset.errorConfLevel))

    ## alpha_s
    alphas = {q: p.alphasQ(q) for q in qs}
    print("\n", "alpha_s =\n", pprint.pformat(alphas))

    ## xf
    for pid in range(-6, 7):
        xfs = np.array([[p.xfxQ(pid, x, q) for x in xs] for q in qs])
        print("\n", ("xf_%d =\n" % pid), xfs)
    print("")