-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
3 changed files
with
235 additions
and
10 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,111 @@ | ||
#!/usr/bin/python | ||
import sys | ||
import numpy as np | ||
import plenoirf as irf | ||
import sparse_numeric_table as snt | ||
import os | ||
import cosmic_fluxes | ||
import json_utils | ||
import spherical_coordinates | ||
import solid_angle_utils | ||
import binning_utils | ||
import spherical_histogram | ||
import sebastians_matplotlib_addons as seb | ||
|
||
|
||
paths = irf.summary.paths_from_argv(sys.argv) | ||
res = irf.summary.Resources.from_argv(sys.argv) | ||
os.makedirs(paths["out_dir"], exist_ok=True) | ||
seb.matplotlib.rcParams.update(res.analysis["plot"]["matplotlib"]) | ||
|
||
energy_bin = json_utils.read( | ||
os.path.join(paths["analysis_dir"], "0005_common_binning", "energy.json") | ||
)["trigger_acceptance"] | ||
|
||
POINTNIG_ZENITH_BIN = res.ZenithBinning("once") | ||
|
||
eee = {} | ||
for pk in res.PARTICLES: | ||
with res.open_event_table(particle_key=pk) as arc: | ||
table = arc.read_table( | ||
levels_and_columns={ | ||
"primary": [snt.IDX, "energy_GeV", "azimuth_rad", "zenith_rad"] | ||
} | ||
) | ||
|
||
eee[pk] = {} | ||
eee[pk]["bin_counts"] = np.zeros( | ||
shape=(POINTNIG_ZENITH_BIN.num, energy_bin["num_bins"]) | ||
) | ||
|
||
for zdbin in range(POINTNIG_ZENITH_BIN.num): | ||
zenith_start_rad = POINTNIG_ZENITH_BIN.edges[zdbin] | ||
zenith_stop_rad = POINTNIG_ZENITH_BIN.edges[zdbin + 1] | ||
|
||
mask = np.logical_and( | ||
table["primary"]["zenith_rad"] >= zenith_start_rad, | ||
table["primary"]["zenith_rad"] < zenith_stop_rad, | ||
) | ||
|
||
eee[pk]["bin_counts"][zdbin, :] = np.histogram( | ||
table["primary"]["energy_GeV"][mask], bins=energy_bin["edges"] | ||
)[0] | ||
|
||
|
||
# differential SED style histogram | ||
# -------------------------------- | ||
linestyles = ["-", "--", ":"] | ||
fig = seb.figure(irf.summary.figure.FIGURE_STYLE) | ||
ax = seb.add_axes(fig=fig, span=irf.summary.figure.AX_SPAN) | ||
for pk in res.PARTICLES: | ||
for zdbin in range(POINTNIG_ZENITH_BIN.num): | ||
ax.plot( | ||
energy_bin["centers"], | ||
(eee[pk]["bin_counts"][zdbin, :] / energy_bin["widths"]) | ||
* energy_bin["centers"] ** (1.5), | ||
linestyle=linestyles[zdbin], | ||
color=res.PARTICLE_COLORS[pk], | ||
) | ||
res.ax_add_site_marker(ax) | ||
ax.loglog() | ||
ax.set_xlim(energy_bin["limits"]) | ||
ax.set_xlabel("energy / GeV") | ||
ax.set_ylabel( | ||
r"(energy)$^{1.5}$ differential intensity /" | ||
+ "\n" | ||
+ r"(GeV)$^{1.5}$ (GeV)$^{-1}$" | ||
) | ||
fig.savefig( | ||
os.path.join( | ||
paths["out_dir"], | ||
"thrown_primary_energy_differential_spectral_energy_distribution.jpg", | ||
) | ||
) | ||
seb.close(fig) | ||
|
||
# simple histogram | ||
# ---------------- | ||
fig = seb.figure(irf.summary.figure.FIGURE_STYLE) | ||
ax = seb.add_axes(fig=fig, span=irf.summary.figure.AX_SPAN) | ||
for pk in res.PARTICLES: | ||
for zdbin in range(POINTNIG_ZENITH_BIN.num): | ||
seb.ax_add_histogram( | ||
ax=ax, | ||
bin_edges=energy_bin["edges"], | ||
bincounts=eee[pk]["bin_counts"][zdbin, :], | ||
linestyle=linestyles[zdbin], | ||
linecolor=res.PARTICLE_COLORS[pk], | ||
linealpha=1.0, | ||
bincounts_upper=None, | ||
bincounts_lower=None, | ||
face_color=res.PARTICLE_COLORS[pk], | ||
face_alpha=0.3, | ||
draw_bin_walls=True, | ||
) | ||
res.ax_add_site_marker(ax) | ||
ax.loglog() | ||
ax.set_xlim(energy_bin["limits"]) | ||
ax.set_xlabel("energy / GeV") | ||
ax.set_ylabel(r"intensity / 1") | ||
fig.savefig(os.path.join(paths["out_dir"], "thrown_primary_energy.jpg")) | ||
seb.close(fig) |
124 changes: 124 additions & 0 deletions
124
plenoirf/summary/scripts/0025_drawn_instrument_pointing.py
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,124 @@ | ||
#!/usr/bin/python | ||
import sys | ||
import numpy as np | ||
import plenoirf as irf | ||
import sparse_numeric_table as snt | ||
import os | ||
import json_utils | ||
import spherical_coordinates | ||
import solid_angle_utils | ||
import binning_utils | ||
import spherical_histogram | ||
import sebastians_matplotlib_addons as seb | ||
|
||
|
||
paths = irf.summary.paths_from_argv(sys.argv) | ||
res = irf.summary.Resources.from_argv(sys.argv) | ||
os.makedirs(paths["out_dir"], exist_ok=True) | ||
seb.matplotlib.rcParams.update(res.analysis["plot"]["matplotlib"]) | ||
|
||
energy_bin = json_utils.read( | ||
os.path.join(paths["analysis_dir"], "0005_common_binning", "energy.json") | ||
)["trigger_acceptance"] | ||
|
||
hh = spherical_histogram.HemisphereHistogram( | ||
num_vertices=12_000, | ||
max_zenith_distance_rad=np.deg2rad(90), | ||
) | ||
|
||
cmap = seb.plt.colormaps["inferno"].resampled(256) | ||
|
||
for pk in res.PARTICLES: | ||
with res.open_event_table(particle_key=pk) as arc: | ||
table = arc.read_table( | ||
levels_and_columns={"instrument_pointing": "__all__"} | ||
) | ||
|
||
hh.reset() | ||
hh.assign_azimuth_zenith( | ||
azimuth_rad=table["instrument_pointing"]["azimuth_rad"], | ||
zenith_rad=table["instrument_pointing"]["zenith_rad"], | ||
) | ||
|
||
pointing_range_color = "yellowgreen" | ||
fig = seb.figure(irf.summary.figure.FIGURE_STYLE) | ||
ax = seb.add_axes(fig=fig, span=[0.0, 0.0, 1, 1], style=seb.AXES_BLANK) | ||
ax_legend = seb.add_axes( | ||
fig=fig, span=[0.8, 0.05, 0.2, 0.9], style=seb.AXES_BLANK | ||
) | ||
ax_legend.set_xlim([0, 1]) | ||
ax_legend.set_ylim([0, 1]) | ||
ax_colorbar = seb.add_axes( | ||
fig=fig, | ||
span=[0.8, 0.4, 0.02, 0.5], | ||
) | ||
|
||
vx, vy, vz = hh.bin_geometry.vertices.T | ||
vaz, vzd = spherical_coordinates.cx_cy_cz_to_az_zd(vx, vy, vz) | ||
faces_counts_per_solid_angle = ( | ||
hh.bin_counts / hh.bin_geometry.faces_solid_angles | ||
) | ||
faces_counts_per_solid_angle_p99 = np.percentile( | ||
faces_counts_per_solid_angle, q=99 | ||
) | ||
faces_colors = cmap( | ||
faces_counts_per_solid_angle / faces_counts_per_solid_angle_p99 | ||
) | ||
seb.hemisphere.ax_add_faces( | ||
ax=ax, | ||
azimuths_rad=vaz, | ||
zeniths_rad=vzd, | ||
faces=hh.bin_geometry.faces, | ||
faces_colors=faces_colors, | ||
) | ||
ax.set_aspect("equal") | ||
ptg_circ_az = np.linspace(0, np.pi * 2, 360) | ||
ptg_circ_zd = res.config["pointing"]["range"][ | ||
"max_zenith_distance_rad" | ||
] * np.ones(shape=ptg_circ_az.shape) | ||
seb.hemisphere.ax_add_plot( | ||
ax=ax, | ||
azimuths_rad=ptg_circ_az, | ||
zeniths_rad=ptg_circ_zd, | ||
linewidth=0.66, | ||
color=pointing_range_color, | ||
) | ||
seb.hemisphere.ax_add_grid_stellarium_style( | ||
ax=ax, color="grey", linewidth=0.33 | ||
) | ||
seb.hemisphere.ax_add_ticklabel_text(ax=ax, color="grey") | ||
ax_legend.plot( | ||
[0.0, 0.1], | ||
[0.1, 0.1], | ||
color=pointing_range_color, | ||
linewidth=0.66, | ||
) | ||
ax_legend.text( | ||
x=0.15, | ||
y=0.1, | ||
s="pointing\nrange", | ||
fontsize=9, | ||
verticalalignment="center", | ||
) | ||
ax_legend.text( | ||
x=0.0, | ||
y=0.2, | ||
s=f"site: {res.SITE['name']:s}", | ||
fontsize=9, | ||
verticalalignment="center", | ||
) | ||
ax_legend.text( | ||
x=0.0, | ||
y=0.3, | ||
s=f"particle: {pk:s}", | ||
fontsize=9, | ||
verticalalignment="center", | ||
) | ||
_norm = seb.plt_colors.Normalize( | ||
vmin=0.0, vmax=faces_counts_per_solid_angle_p99, clip=False | ||
) | ||
_mappable = seb.plt.cm.ScalarMappable(norm=_norm, cmap=cmap) | ||
seb.plt.colorbar(mappable=_mappable, cax=ax_colorbar) | ||
ax_colorbar.set_ylabel(r"intensity / sr$^{-1}$") | ||
fig.savefig(os.path.join(paths["out_dir"], f"{pk:s}_pointings_drawn.jpg")) | ||
seb.close(fig) |