Source code for ccsgp_get_started.examples.gp_panel

import logging, argparse, os, sys, re
import numpy as np
from collections import OrderedDict
from .utils import getWorkDirs, getEnergy4Key
from ..ccsgp.ccsgp import make_panel
from ..ccsgp.utils import getOpts
from ..ccsgp.config import default_colors
from fnmatch import fnmatch

[docs]def gp_panel(version, skip): """example for a panel plot using QM12 data (see gp_xfac) .. image:: pics/panelQM12.png :width: 700 px :param version: plot version / input subdir name :type version: str """ scale = { # QM14 (19 GeV skip later, factor here only informational) '19': 1.0340571932983775, '200': 1.0, '39': 0.7776679085382481, '27': 0.6412140408244136, '62': 0.9174700031778402 } if version == 'QM14' else { '19': 1.3410566491548412, '200': 1.1051002240771077, '39': 1.2719203877292842, '27': 1.350873678084769, '62': 1.2664666321635087 } inDir, outDir = getWorkDirs() inDir = os.path.join(inDir, version) data = {} vacRhoTitle = '{/Symbol \162}/{/Symbol \167} VacSF+FB' for infile in os.listdir(inDir): if infile == "cocktail_contribs": continue if infile == 'mediumDmOnly200.dat': continue energy = re.compile('\d+').search(infile).group() if skip is not None and energy == skip: continue data_type = re.sub('%s\.dat' % energy, '', infile) file_url = os.path.join(inDir, infile) data_import = np.loadtxt(open(file_url, 'rb')) if data_type != 'data' and ( (version == 'QM14' and energy != '19') or version == 'LatestPatrickJieYi' ): data_import[:,(1,3,4)] /= scale[energy] if data_type == 'cocktail': data_import[:,2:] = 0. elif fnmatch(data_type, '*medium*') or data_type == 'vacRho': data_import = data_import[data_import[:,0] < 0.9] \ if energy == '200' and data_type == '+medium' \ else data_import data_import[:,(2,3)] = 0. key = getEnergy4Key(energy) if key not in data: data[key] = {} data_type_mod = data_type if data_type_mod == 'cocktail': data_type_mod = 'Cocktail' elif data_type_mod == 'mediumMedOnly': data_type_mod = 'HMBT' elif data_type_mod == 'mediumQgpOnly': data_type_mod = 'QGP' elif data_type_mod == '+medium': data_type_mod = 'Cock. + HMBT + QGP' elif data_type_mod == 'vacRho': data_type_mod = vacRhoTitle data[key][data_type_mod] = data_import plot_order = ['Cocktail', vacRhoTitle, 'QGP', 'HMBT', 'Cock. + HMBT + QGP', 'data'] plot_opts = { vacRhoTitle: 'with lines lt 2 lw 5 lc %s' % default_colors[6], 'QGP': 'with lines lt 2 lw 5 lc %s' % default_colors[1], 'HMBT': 'with lines lt 2 lw 5 lc %s' % default_colors[2], 'Cock. + HMBT + QGP': 'with filledcurves lt 1 lw 5 pt 0 lc %s' % default_colors[16], 'Cocktail': 'with lines lc %s lw 5 lt 1' % default_colors[8], 'data': 'lt 1 lw 4 ps 1.5 lc %s pt 18' % default_colors[0] } panel2D_versions = (version == 'LatestPatrickJieYi' or version == 'QM14') make_panel( dpt_dict = OrderedDict( (' '.join([k, 'GeV %s' % ( '{/=18 PRL 113 022301}' if k == '200' and ( version == 'QM12Latest200' or version == 'QM14' or version == 'LatestPatrickJieYi' ) else '{/=18 STAR Preliminary}' )]), [ [ data[k][dt] for dt in plot_order if dt in data[k] ], [ plot_opts[dt] for dt in plot_order if dt in data[k] ], [ dt for dt in plot_order if dt in data[k] ] ]) for k in sorted(data, key=float) ), name = os.path.join( outDir, 'panel%s%s' % (version, 'No'+skip if skip is not None else '') ), ylabel = '1/N@_{mb}^{evt} dN@_{ee}^{acc.}/dM_{ee} [ (GeV/c^2)^{-1} ]', xlabel = 'invariant dielectron mass, M_{ee} (GeV/c^{2})', ylog = True, xr = [0.05, 1.1], yr = [1e-4, 0.5], #lmargin = 0.12 if panel2D_versions else 0.1, #bmargin = 0.11 if panel2D_versions else 0.15, arrow_length = 0.4, arrow_bar = 0.002, gpcalls = [ 'mxtics 2', 'object 50 rectangle back fc rgb "#C6E2FF" from 0.4,1e-4 to 0.75,2e-2' ], layout = '3x2' if panel2D_versions else ('%dx1' % len(data)), key = ['width -2', 'at graph 0.95,0.85'], key_subplot_id = 5 if version != 'QM12' else 0, size = '8in,8in' if version != 'QM12' else '5in,8.5in' ) return 'done'
if __name__ == '__main__': parser = argparse.ArgumentParser() parser.add_argument("version", help="version = subdir name of input dir") parser.add_argument("--skip", help="skip an energy", metavar="energy") parser.add_argument("--log", help="show log output", action="store_true") args = parser.parse_args() loglevel = 'DEBUG' if args.log else 'WARNING' logging.basicConfig( format='%(message)s', level=getattr(logging, loglevel) ) print gp_panel(args.version, args.skip)