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finish collisionstats.py

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Lukas Winkler 2022-01-30 19:50:47 +01:00
parent b69195491b
commit 8b9ab1f00e
Signed by: lukas
GPG key ID: 54DE4D798D244853
1 changed files with 16 additions and 5 deletions
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21
collisionstats.py
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@ -4,7 +4,6 @@ from sys import argv
import numpy as np
from matplotlib import pyplot as plt
from scipy.constants import mega
from extradata import ExtraData, CollisionMeta
from utils import filename_from_argv, create_figure, plot_settings, mode_from_fn, scenario_colors
@ -13,9 +12,9 @@ plot_settings()
dotsize = 1.5
angle_label = "Impact angle [deg]"
angle_label = "impact angle [deg]"
v_label = "v/v_esc"
time_label = "Time [Myr]"
time_label = "time [yr]"
fig1, ax1 = create_figure()
@ -57,6 +56,7 @@ ax6.set_ylabel("core loss")
fig7, ax7 = create_figure()
ax7.set_xlabel(angle_label)
ax7.set_ylabel("# Collisions")
sum = 0
all_angles = []
@ -89,7 +89,7 @@ for file in files:
water_loss.append(loss)
mantle_loss.append(1 - meta.mantle_retention)
core_loss.append(1 - meta.core_retention)
times.append(meta.time / mega)
times.append(meta.time)
mode = mode_from_fn(fn)
@ -115,12 +115,23 @@ center = (bins[:-1] + bins[1:]) / 2
ax7.bar(center, hist, align="center", width=width)
xs = np.linspace(0, 90, 1000)
ys = np.sin(np.radians(xs) * 2) * np.sum(np.radians(width) * hist)
ax7.set_xticks(np.linspace(0,90,7))
ax7.plot(xs, ys, c="C1")
print()
print(all_angles.mean())
for i, fig in enumerate([fig1, fig2, fig3, fig4, fig5, fig6, fig7]):
fig_legend = plt.figure()
legend_dots = []
for mode, color in scenario_colors.items():
legend_dots.append(fig_legend.gca().scatter([0], [0], color=color, label=mode.upper(), marker="o"))
fig_legend.legend(handles=legend_dots, ncol=4)
fig_legend.gca().remove()
fig_legend.savefig(expanduser(f"~/tmp/collision_legend.pdf"), bbox_inches='tight')
for i, fig in enumerate([fig1, fig2, fig3, fig4, fig5, fig6, fig7, fig_legend]):
fig.tight_layout()
fig.savefig(expanduser(f"~/tmp/collision{i}.pdf"))