"""Make a plot of the shape of the tails as a function of mass of the perturbing mass, time and ring size """ import matplotlib.pyplot as plt import numpy as np from analysis import utils from analysis.segmentation import segmentEncounter def plotShape(ax, distances, angle, style, label): """Plot the shape curves, normalized to maximum radius = 1 Parameters: ax: the matplotlib axis where the data should be plotted distances (arr): the distances of each point in the shape of the tail angle (arr): the angle of each point in the shape curve of the tail style (string): style (dotted, dashed...) for the line, passed to matplotlib. label (string): label of the encounter. Used for the legend. """ ax.plot(-angles+np.min(angles), distances/np.max(distances), label=label, linestyle=style, c='k', alpha=0.7) f, axs = plt.subplots(1, 3, figsize=(12, 3), sharey=True) # Varying the mass of the encounter for m, st in zip([50, 100, 200], [':', '-','--']): data = utils.loadData('{}mass70radius'.format(m), 14000) _, (distances, angles), _ = segmentEncounter(data, plot=False) plotShape(axs[0], distances, angles, st, m/100) axs[0].legend(title=r'$m_{companion}$') utils.setAxes(axs[0], x=r'Angle / rad', y=r'Radius / $r_{max}$', ycoords=(-0.1,.7)) # Varying the time since the start of the encounter for t, st in zip([4400, 7400, 10400], [':', '-','--']): data = utils.loadData('200mass70radius'.format(200), t) _, (distances, angles), _ = segmentEncounter(data, plot=False) plotShape(axs[1], distances, angles, st, t) axs[1].legend(title=r'$t$') utils.setAxes(axs[1], x=r'Angle / rad') # Varying the radius of the ring for r, st in zip([50, 60, 70, 80, 90], [':', '-.','-','--']): data = utils.loadData('200mass{}radius'.format(r), 10000) _, (distances, angles), _ = segmentEncounter(data, plot=False) plotShape(axs[2], distances, angles, st, r) axs[2].legend(title=r'Disk radius') utils.setAxes(axs[2], x=r'Angle / rad') # Some styling utils.stylizePlot(axs) f.subplots_adjust(hspace=0, wspace=0) plt.show()