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improve and more plots to show what was thrown
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,161 @@ | ||
| #!/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 | ||
|
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| 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"] | ||
|
|
||
| passing_trigger = json_utils.tree.read( | ||
| os.path.join(paths["analysis_dir"], "0055_passing_trigger") | ||
| ) | ||
|
|
||
| nat_bin = binning_utils.Binning( | ||
| bin_edges=np.geomspace(1, 100_000, energy_bin["num_bins"]) | ||
| ) | ||
|
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||
| POINTNIG_ZENITH_BIN = res.ZenithBinning("once") | ||
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| hh = spherical_histogram.HemisphereHistogram( | ||
| num_vertices=12_000, | ||
| max_zenith_distance_rad=np.deg2rad(90), | ||
| ) | ||
|
|
||
| cmap = seb.plt.colormaps["inferno"].resampled(256) | ||
|
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||
| 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", | ||
| ], | ||
| "instrument_pointing": "__all__", | ||
| "groundgrid": "__all__", | ||
| } | ||
| ) | ||
|
|
||
| _gg_res = arc.read_table( | ||
| levels_and_columns={ | ||
| "groundgrid_result": [snt.IDX, "num_bins_above_threshold"], | ||
| } | ||
| ) | ||
|
|
||
| table["groundgrid"] = irf.event_table.structure.patch_groundgrid( | ||
| groundgrid=table["groundgrid"], | ||
| groundgrid_result=_gg_res["groundgrid_result"], | ||
| ) | ||
|
|
||
| table = snt.sort_table_on_common_indices( | ||
| table=table, | ||
| common_indices=table["primary"][snt.IDX], | ||
| ) | ||
|
|
||
| hh.reset() | ||
| hh.assign_azimuth_zenith( | ||
| azimuth_rad=table["primary"]["azimuth_rad"], | ||
| zenith_rad=table["primary"]["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}_directions_thrown.jpg") | ||
| ) | ||
| seb.close(fig) |
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