#! /usr/bin/env python """ Plot fixed momentum DSF. Usage: python plot_dsf_k_fixed.py [omega file] [dsf file] """ import glob import matplotlib.pyplot as plt import matplotlib.animation as animation import numpy as np import os import sys N = str(sys.argv[1]) width = str(sys.argv[2]) # Get the list of interactions which have been computed dirlist = os.listdir('../data/N_%s' % N) clist = sorted([float(c.lstrip('c_')) for c in dirlist]) # Get the Omega file omegafile = glob.glob('../data/N_%s/c_%s*/Omega*' % (N, str(clist[0]).rstrip('.0')[:12]))[0] omega = np.loadtxt(omegafile) # Load all the available dsfs from the data store dsfs = {} for c in clist: # Do some black magic here: for matching the interaction, # first try for exact match, stripping '.0' to treat integer values, e.g. 4.0 into 4 # and then (if it doesn't work) use only the first 12 characters, plus wildcard, to cover rounding errors try: dsffile = glob.glob('../data/N_%s/c_%s/*_w_%s.dsfs' % (N, str(c).rstrip('.0'), width))[0] except IndexError: dsffile = glob.glob('../data/N_%s/c_%s*/*_w_%s.dsfs' % (N, str(c).rstrip('.0')[:12], width))[0] dsfs[str(c)] = np.loadtxt(dsffile) # Read some useful parameters from (last) file name: elements = dsffile.rpartition('/')[2].split('_') L = elements[5] #N = elements[7] iK = elements[12] width = elements[20].rpartition('.')[0] # which leads to rho = int(N)/int(L) kokF = int(iK)*0.5/int(L) fig, ax = plt.subplots() ax.set_xlim(omega[0], omega[-1]) # To determine the y axis limits, we look at the lowest value of c (sharpest peak) dsfsmax = max(dsfs[str(clist[0])]) ymax = 1.01 * dsfsmax ymax=4 xtext = 0.6 * omega[-1] ytext = 0.9 * ymax ax.set_ylim([0, ymax]) ax.text(xtext, ytext, f'c = {clist[0]}') ax.plot(omega, dsfs[str(clist[0])]) def animate(i): ax.clear() ax.set_xlim(omega[0], omega[-1]) ax.set_ylim([0, ymax]) ax.set_title(f'c scan, rho={rho} (N={N}), k={kokF}k_F, w={width}') ax.text(xtext, ytext, f'c = {clist[i]:10.6f}') ax.plot(omega, dsfs[str(clist[i])]) ani = animation.FuncAnimation(fig, animate, frames=len(clist), interval=100, repeat=False) outfilename = (dsffile.partition('_c_')[0].rpartition('/')[2] + '_c_scan_' + dsffile.partition('_c_')[2].partition('_')[2].partition('.dsfs')[0]) ani.save(outfilename + '.mp4') with open(outfilename + '.html', 'w') as file: file.write(ani.to_html5_video()) #plt.show()