From a4e3fdbbc5404d84da537ee03da1677851b0d4c1 Mon Sep 17 00:00:00 2001
From: simon-ast <Simon.Schleich@gmx.at>
Date: Tue, 28 Jun 2022 11:41:22 +0200
Subject: [PATCH] Comparison Plots
---
.../__pycache__/comp_plotset.cpython-38.pyc | Bin 0 -> 1352 bytes
.../general_plotset.cpython-38.pyc | Bin 0 -> 814 bytes
.../__pycache__/plot_settings.cpython-38.pyc | Bin 4265 -> 0 bytes
MODULES/Plotting/comp_plotset.py | 64 ++
MODULES/Plotting/general_plotset.py | 22 +
.../{plot_settings.py => obs_plotset.py} | 23 +-
MODULES/Plotting/plot_final.py | 0
.../__pycache__/data_read.cpython-38.pyc | Bin 0 -> 2581 bytes
MODULES/Statistics/data_read.py | 87 ++
PLOTS/ComparisonPlots/T_comparison.jpg | Bin 0 -> 232358 bytes
PLOTS/ComparisonPlots/np_comparison.jpg | Bin 0 -> 260123 bytes
PLOTS/ComparisonPlots/vr_comparison.jpg | Bin 0 -> 263707 bytes
.../NumberDensity_MEAN.png | Bin
.../NumberDensity_MEDIAN.png | Bin
.../RadialVelocity_MEAN.png | Bin
.../RadialVelocity_MEDIAN.png | Bin
.../Temperature_MEAN.png | Bin
.../Temperature_MEDIAN.png | Bin
STATISTICS/sim_data.csv | 1002 +++++++++++++++++
TESTING/testing.py | 2 +-
binned_stats.py | 4 +-
comp_data_plots.py | 24 +
approach_recession.py => ingress_egress.py | 11 +-
main.py => main_data.py | 4 +-
final_plots.py => obs_data_plots.py | 9 +-
total_run.sh | 6 +-
26 files changed, 1219 insertions(+), 39 deletions(-)
create mode 100644 MODULES/Plotting/__pycache__/comp_plotset.cpython-38.pyc
create mode 100644 MODULES/Plotting/__pycache__/general_plotset.cpython-38.pyc
delete mode 100644 MODULES/Plotting/__pycache__/plot_settings.cpython-38.pyc
create mode 100644 MODULES/Plotting/comp_plotset.py
create mode 100644 MODULES/Plotting/general_plotset.py
rename MODULES/Plotting/{plot_settings.py => obs_plotset.py} (87%)
create mode 100644 MODULES/Plotting/plot_final.py
create mode 100644 MODULES/Statistics/__pycache__/data_read.cpython-38.pyc
create mode 100644 MODULES/Statistics/data_read.py
create mode 100644 PLOTS/ComparisonPlots/T_comparison.jpg
create mode 100644 PLOTS/ComparisonPlots/np_comparison.jpg
create mode 100644 PLOTS/ComparisonPlots/vr_comparison.jpg
rename PLOTS/{FinalPlots => ObsDataPlots}/NumberDensity_MEAN.png (100%)
rename PLOTS/{FinalPlots => ObsDataPlots}/NumberDensity_MEDIAN.png (100%)
rename PLOTS/{FinalPlots => ObsDataPlots}/RadialVelocity_MEAN.png (100%)
rename PLOTS/{FinalPlots => ObsDataPlots}/RadialVelocity_MEDIAN.png (100%)
rename PLOTS/{FinalPlots => ObsDataPlots}/Temperature_MEAN.png (100%)
rename PLOTS/{FinalPlots => ObsDataPlots}/Temperature_MEDIAN.png (100%)
create mode 100644 STATISTICS/sim_data.csv
create mode 100644 comp_data_plots.py
rename approach_recession.py => ingress_egress.py (94%)
rename main.py => main_data.py (98%)
rename final_plots.py => obs_data_plots.py (82%)
diff --git a/MODULES/Plotting/__pycache__/comp_plotset.cpython-38.pyc b/MODULES/Plotting/__pycache__/comp_plotset.cpython-38.pyc
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diff --git a/MODULES/Plotting/comp_plotset.py b/MODULES/Plotting/comp_plotset.py
new file mode 100644
index 0000000..b8c9655
--- /dev/null
+++ b/MODULES/Plotting/comp_plotset.py
@@ -0,0 +1,64 @@
+import matplotlib.pyplot as plt
+import numpy as np
+
+
+def plot_setup(indicator: str):
+ """DOC"""
+ valid_ind = ["vr", "np", "T"]
+ assert indicator in valid_ind, f"{indicator} NOT RECOGNIZED!"
+
+ # General values
+ fig, ax = plt.subplots(figsize=(10, 7))
+ ax.set(xlabel="Distance [R$_\\odot$]")
+
+ if indicator == "vr":
+ ax.set(
+ ylabel="Radial velocity [km s$^{-1}$]"
+ )
+
+ elif indicator == "np":
+ ax.set(
+ ylabel="Number density [cm$^{-3}$]",
+ yscale="log"
+ )
+
+ elif indicator == "T":
+ ax.set(
+ ylabel="Temperature [K]",
+ yscale="log"
+ )
+ return fig, ax
+
+
+def comparison_plot(indicator: str, obs_data, sim_data, save_dir):
+ """DOC"""
+ # Set-up plots
+ fig, ax = plot_setup(indicator)
+
+ # GENERALIZED PLOTTING ROUTINE
+ # This is a nested class!
+ y_data = getattr(getattr(obs_data, indicator), "mean")
+ y_area = getattr(getattr(obs_data, indicator), "stddev")
+
+ # Observational data (central)
+ ax.plot(obs_data.dist,
+ y_data,
+ lw=1.5,
+ zorder=4)
+
+ # Observational data (shaded area)
+ ax.fill_between(obs_data.dist,
+ y1=y_data - y_area,
+ y2=y_data + y_area,
+ alpha=0.5,
+ zorder=3)
+
+ # Simulated data
+ ax.plot(sim_data.dist,
+ getattr(sim_data, indicator),
+ lw=2.5,
+ zorder=5)
+
+ plt.savefig(f"{save_dir}/{indicator}_comparison.jpg", dpi=300)
+ plt.close()
+
\ No newline at end of file
diff --git a/MODULES/Plotting/general_plotset.py b/MODULES/Plotting/general_plotset.py
new file mode 100644
index 0000000..c09bc2a
--- /dev/null
+++ b/MODULES/Plotting/general_plotset.py
@@ -0,0 +1,22 @@
+import matplotlib as mpl
+
+
+def rc_setup():
+ """Generalized plot attributes"""
+ mpl.rcParams["xtick.direction"] = "in"
+ mpl.rcParams["xtick.labelsize"] = "large"
+ mpl.rcParams["xtick.major.width"] = 1.5
+ mpl.rcParams["xtick.minor.width"] = 1.5
+ mpl.rcParams["xtick.minor.visible"] = "True"
+ mpl.rcParams["xtick.top"] = "True"
+
+ mpl.rcParams["ytick.direction"] = "in"
+ mpl.rcParams["ytick.labelsize"] = "large"
+ mpl.rcParams["ytick.major.width"] = 1.5
+ mpl.rcParams["ytick.minor.width"] = 1.5
+ mpl.rcParams["ytick.minor.visible"] = "True"
+ mpl.rcParams["ytick.right"] = "True"
+
+ mpl.rcParams["axes.grid"] = "True"
+ mpl.rcParams["axes.linewidth"] = 1.5
+ mpl.rcParams["axes.labelsize"] = "large"
diff --git a/MODULES/Plotting/plot_settings.py b/MODULES/Plotting/obs_plotset.py
similarity index 87%
rename from MODULES/Plotting/plot_settings.py
rename to MODULES/Plotting/obs_plotset.py
index 2477d3b..2d8af24 100644
--- a/MODULES/Plotting/plot_settings.py
+++ b/MODULES/Plotting/obs_plotset.py
@@ -1,29 +1,8 @@
-import matplotlib as mpl
+import general_plotset as gp
import matplotlib.pyplot as plt
import numpy as np
-def rc_setup():
- """Generalized plot attributes"""
- mpl.rcParams["xtick.direction"] = "in"
- mpl.rcParams["xtick.labelsize"] = "large"
- mpl.rcParams["xtick.major.width"] = 1.5
- mpl.rcParams["xtick.minor.width"] = 1.5
- mpl.rcParams["xtick.minor.visible"] = "True"
- mpl.rcParams["xtick.top"] = "True"
-
- mpl.rcParams["ytick.direction"] = "in"
- mpl.rcParams["ytick.labelsize"] = "large"
- mpl.rcParams["ytick.major.width"] = 1.5
- mpl.rcParams["ytick.minor.width"] = 1.5
- mpl.rcParams["ytick.minor.visible"] = "True"
- mpl.rcParams["ytick.right"] = "True"
-
- mpl.rcParams["axes.grid"] = "True"
- mpl.rcParams["axes.linewidth"] = 1.5
- mpl.rcParams["axes.labelsize"] = "large"
-
-
def plot_setup(indicator: str):
"""DOC"""
# Make sure that oly valid indicators are used
diff --git a/MODULES/Plotting/plot_final.py b/MODULES/Plotting/plot_final.py
new file mode 100644
index 0000000..e69de29
diff --git a/MODULES/Statistics/__pycache__/data_read.cpython-38.pyc b/MODULES/Statistics/__pycache__/data_read.cpython-38.pyc
new file mode 100644
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diff --git a/MODULES/Statistics/data_read.py b/MODULES/Statistics/data_read.py
new file mode 100644
index 0000000..fa07844
--- /dev/null
+++ b/MODULES/Statistics/data_read.py
@@ -0,0 +1,87 @@
+import numpy as np
+import astropy.constants as c
+
+
+class PSPStatData:
+ def __init__(self, filename, sim_data):
+ raw_data = np.loadtxt(filename, skiprows=1)
+
+ # Correct for maximum distance of simulation data
+ co_index = np.where(raw_data[:, 0] >= sim_data.dist[-1])[0][0]
+ raw_data = raw_data[:co_index]
+
+ # Positional data
+ self.dist = raw_data[:, 0]
+
+ # Create sub-classes which contain necessary stat data
+ self.vr = StatDataSplit(raw_data, 1)
+ self.np = StatDataSplit(raw_data, 6)
+ self.T = StatDataSplit(raw_data, 11)
+
+
+class StatDataSplit:
+ """DOC"""
+ def __init__(self, raw_data_array, first_index):
+ self.mean = raw_data_array[:, first_index]
+ self.stddev = raw_data_array[:, first_index + 1]
+ self.median = raw_data_array[:, first_index + 2]
+ self.q1 = raw_data_array[:, first_index + 3]
+ self.q3 = raw_data_array[:, first_index + 4]
+
+
+class SimMeshData:
+ def __init__(self, filename):
+ # Get first valid index
+ index = skip_nan_simdata(filename)
+
+ # Handle simulation mesh data (skip rows integer is 1 more than index)
+ raw_data = np.loadtxt(filename, skiprows=index + 1, delimiter=",")
+
+ # Find out if any other indices correspond to nan-values in
+ # distance and remove them
+ more_nan = np.where(np.isnan(raw_data[:, 8]))[0]
+ raw_data = np.delete(raw_data, more_nan, axis=0)
+
+ # Assign necessary values
+ self.dist = raw_data[:, 8] / c.R_sun.value
+ self.vr = cart_to_rad_vel(raw_data) * 1e-3
+ self.np = simrho_to_rho(raw_data)
+ self.T = 10 ** raw_data[:, 3]
+
+
+def skip_nan_simdata(filename):
+ """DOC"""
+ # First always skipped because of header
+ raw_data = np.loadtxt(filename, skiprows=1, delimiter=",")
+
+ # Find first valid primary index
+ first_value = 0
+ while True:
+ if np.isnan(raw_data[first_value][0]):
+ first_value += 1
+ else:
+ return first_value
+
+
+def cart_to_rad_vel(raw_data):
+ """DOCSTRING"""
+ vx = raw_data[:, 12]
+ vy = raw_data[:, 13]
+ vz = raw_data[:, 14]
+ theta = raw_data[:, 9]
+ phi = raw_data[:, 10]
+
+ vr = vx * np.sin(theta) * np.cos(phi) + \
+ vy * np.sin(theta) * np.sin(phi) + \
+ vz * np.cos(theta)
+
+ return vr
+
+
+def simrho_to_rho(raw_data):
+ """DOCSTRING"""
+ lrho = raw_data[:, 6]
+ rho = 10 ** lrho / c.m_p.value * 1e-6
+
+ return rho
+
\ No newline at end of file
diff --git a/PLOTS/ComparisonPlots/T_comparison.jpg b/PLOTS/ComparisonPlots/T_comparison.jpg
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diff --git a/PLOTS/FinalPlots/NumberDensity_MEAN.png b/PLOTS/ObsDataPlots/NumberDensity_MEAN.png
similarity index 100%
rename from PLOTS/FinalPlots/NumberDensity_MEAN.png
rename to PLOTS/ObsDataPlots/NumberDensity_MEAN.png
diff --git a/PLOTS/FinalPlots/NumberDensity_MEDIAN.png b/PLOTS/ObsDataPlots/NumberDensity_MEDIAN.png
similarity index 100%
rename from PLOTS/FinalPlots/NumberDensity_MEDIAN.png
rename to PLOTS/ObsDataPlots/NumberDensity_MEDIAN.png
diff --git a/PLOTS/FinalPlots/RadialVelocity_MEAN.png b/PLOTS/ObsDataPlots/RadialVelocity_MEAN.png
similarity index 100%
rename from PLOTS/FinalPlots/RadialVelocity_MEAN.png
rename to PLOTS/ObsDataPlots/RadialVelocity_MEAN.png
diff --git a/PLOTS/FinalPlots/RadialVelocity_MEDIAN.png b/PLOTS/ObsDataPlots/RadialVelocity_MEDIAN.png
similarity index 100%
rename from PLOTS/FinalPlots/RadialVelocity_MEDIAN.png
rename to PLOTS/ObsDataPlots/RadialVelocity_MEDIAN.png
diff --git a/PLOTS/FinalPlots/Temperature_MEAN.png b/PLOTS/ObsDataPlots/Temperature_MEAN.png
similarity index 100%
rename from PLOTS/FinalPlots/Temperature_MEAN.png
rename to PLOTS/ObsDataPlots/Temperature_MEAN.png
diff --git a/PLOTS/FinalPlots/Temperature_MEDIAN.png b/PLOTS/ObsDataPlots/Temperature_MEDIAN.png
similarity index 100%
rename from PLOTS/FinalPlots/Temperature_MEDIAN.png
rename to PLOTS/ObsDataPlots/Temperature_MEDIAN.png
diff --git a/STATISTICS/sim_data.csv b/STATISTICS/sim_data.csv
new file mode 100644
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--- /dev/null
+++ b/STATISTICS/sim_data.csv
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+-1.4895e-10,-2.2283e-09,-1.7154e-09,5.5701,9.5875,-7.7023,-17.414,1.5819e-23,2.6301e+10,1.5463,1.5217,0,78016,7.0491e+05,264.53,1,2.6337e+10,0,2.6337e+10,0
+-1.4879e-10,-2.2231e-09,-1.7151e-09,5.5699,9.5865,-7.7035,-17.415,1.5732e-23,2.6329e+10,1.5463,1.5217,0,78099,7.0491e+05,263.84,1,2.6364e+10,0,2.6364e+10,0
+-1.4863e-10,-2.218e-09,-1.7149e-09,5.5697,9.5856,-7.7047,-17.416,1.5647e-23,2.6357e+10,1.5463,1.5217,0,78181,7.049e+05,263.16,1,2.6392e+10,0,2.6392e+10,0
+-1.4848e-10,-2.2128e-09,-1.7146e-09,5.5694,9.5846,-7.7059,-17.417,1.5561e-23,2.6385e+10,1.5463,1.5217,0,78264,7.0489e+05,262.47,1,2.642e+10,0,2.642e+10,0
+-1.4832e-10,-2.2077e-09,-1.7144e-09,5.5692,9.5837,-7.707,-17.418,1.5477e-23,2.6413e+10,1.5463,1.5217,0,78347,7.0488e+05,261.79,1,2.6448e+10,0,2.6448e+10,0
+-1.4816e-10,-2.2026e-09,-1.7142e-09,5.5689,9.5828,-7.7082,-17.419,1.5393e-23,2.644e+10,1.5463,1.5217,0,78429,7.0488e+05,261.11,1,2.6476e+10,0,2.6476e+10,0
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+-1.4786e-10,-2.1924e-09,-1.7137e-09,5.5685,9.5809,-7.7105,-17.421,1.5227e-23,2.6496e+10,1.5463,1.5217,0,78595,7.0486e+05,259.76,1,2.6532e+10,0,2.6532e+10,0
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+-1.4724e-10,-2.1722e-09,-1.7128e-09,5.5675,9.5772,-7.7152,-17.424,1.49e-23,2.6608e+10,1.5463,1.5217,0,78925,7.0483e+05,257.08,1,2.6643e+10,0,2.6643e+10,0
+-1.4709e-10,-2.1672e-09,-1.7126e-09,5.5673,9.5763,-7.7164,-17.425,1.482e-23,2.6635e+10,1.5463,1.5217,0,79008,7.0482e+05,256.42,1,2.6671e+10,0,2.6671e+10,0
+-1.4694e-10,-2.1622e-09,-1.7125e-09,5.567,9.5754,-7.7175,-17.426,1.474e-23,2.6663e+10,1.5463,1.5217,0,79090,7.0481e+05,255.76,1,2.6699e+10,0,2.6699e+10,0
+-1.4679e-10,-2.1572e-09,-1.7123e-09,5.5668,9.5744,-7.7187,-17.427,1.4661e-23,2.6691e+10,1.5463,1.5217,0,79173,7.048e+05,255.1,1,2.6726e+10,0,2.6726e+10,0
+-1.4664e-10,-2.1522e-09,-1.7121e-09,5.5666,9.5735,-7.7198,-17.428,1.4582e-23,2.6719e+10,1.5463,1.5217,0,79256,7.0479e+05,254.44,1,2.6754e+10,0,2.6754e+10,0
+-1.4649e-10,-2.1473e-09,-1.7119e-09,5.5663,9.5726,-7.721,-17.429,1.4504e-23,2.6747e+10,1.5463,1.5217,0,79338,7.0479e+05,253.79,1,2.6782e+10,0,2.6782e+10,0
+-1.4634e-10,-2.1423e-09,-1.7118e-09,5.5661,9.5717,-7.7221,-17.43,1.4426e-23,2.6775e+10,1.5463,1.5217,0,79421,7.0478e+05,253.14,1,2.681e+10,0,2.681e+10,0
+-1.4619e-10,-2.1374e-09,-1.7116e-09,5.5659,9.5708,-7.7233,-17.431,1.4349e-23,2.6802e+10,1.5463,1.5217,0,79504,7.0477e+05,252.49,1,2.6838e+10,0,2.6838e+10,0
+-1.4604e-10,-2.1325e-09,-1.7115e-09,5.5656,9.5699,-7.7244,-17.432,1.4272e-23,2.683e+10,1.5463,1.5217,0,79586,7.0476e+05,251.84,1,2.6866e+10,0,2.6866e+10,0
+-1.459e-10,-2.1276e-09,-1.7113e-09,5.5654,9.5689,-7.7256,-17.433,1.4196e-23,2.6858e+10,1.5463,1.5217,0,79669,7.0475e+05,251.19,1,2.6893e+10,0,2.6893e+10,0
+-1.4575e-10,-2.1227e-09,-1.7112e-09,5.5652,9.568,-7.7267,-17.434,1.412e-23,2.6886e+10,1.5463,1.5217,0,79752,7.0474e+05,250.55,1,2.6921e+10,0,2.6921e+10,0
+-1.456e-10,-2.1179e-09,-1.7111e-09,5.5649,9.5671,-7.7279,-17.434,1.4045e-23,2.6914e+10,1.5463,1.5217,0,79834,7.0473e+05,249.91,1,2.6949e+10,0,2.6949e+10,0
+-1.4545e-10,-2.1131e-09,-1.7109e-09,5.5647,9.5662,-7.729,-17.435,1.397e-23,2.6942e+10,1.5463,1.5217,0,79917,7.0472e+05,249.27,1,2.6977e+10,0,2.6977e+10,0
+-1.4531e-10,-2.1082e-09,-1.7108e-09,5.5645,9.5653,-7.7302,-17.436,1.3895e-23,2.6969e+10,1.5463,1.5217,0,80000,7.0472e+05,248.64,1,2.7005e+10,0,2.7005e+10,0
+-1.4516e-10,-2.1034e-09,-1.7107e-09,5.5642,9.5644,-7.7313,-17.437,1.3821e-23,2.6997e+10,1.5463,1.5217,0,80082,7.0471e+05,248,1,2.7033e+10,0,2.7033e+10,0
+-1.4501e-10,-2.0986e-09,-1.7106e-09,5.564,9.5635,-7.7325,-17.438,1.3747e-23,2.7025e+10,1.5463,1.5217,0,80165,7.047e+05,247.37,1,2.706e+10,0,2.706e+10,0
+-1.4487e-10,-2.0938e-09,-1.7105e-09,5.5638,9.5626,-7.7336,-17.439,1.3675e-23,2.7053e+10,1.5463,1.5217,0,80247,7.0469e+05,246.74,1,2.7088e+10,0,2.7088e+10,0
+-1.4472e-10,-2.0891e-09,-1.7104e-09,5.5635,9.5617,-7.7347,-17.44,1.3602e-23,2.7081e+10,1.5463,1.5217,0,80330,7.0468e+05,246.11,1,2.7116e+10,0,2.7116e+10,0
+-1.4458e-10,-2.0843e-09,-1.7104e-09,5.5633,9.5608,-7.7359,-17.441,1.353e-23,2.7109e+10,1.5463,1.5217,0,80413,7.0467e+05,245.49,1,2.7144e+10,0,2.7144e+10,0
+-1.4444e-10,-2.0796e-09,-1.7103e-09,5.563,9.5599,-7.737,-17.442,1.3458e-23,2.7136e+10,1.5463,1.5217,0,80495,7.0466e+05,244.87,1,2.7172e+10,0,2.7172e+10,0
+-1.4429e-10,-2.0749e-09,-1.7102e-09,5.5628,9.559,-7.7382,-17.443,1.3387e-23,2.7164e+10,1.5463,1.5217,0,80578,7.0465e+05,244.24,1,2.72e+10,0,2.72e+10,0
+-1.4415e-10,-2.0702e-09,-1.7101e-09,5.5626,9.5581,-7.7393,-17.444,1.3317e-23,2.7192e+10,1.5463,1.5217,0,80661,7.0464e+05,243.63,1,2.7228e+10,0,2.7228e+10,0
+-1.4401e-10,-2.0655e-09,-1.7101e-09,5.5623,9.5572,-7.7404,-17.444,1.3246e-23,2.722e+10,1.5463,1.5217,0,80743,7.0463e+05,243.01,1,2.7255e+10,0,2.7255e+10,0
+-1.4386e-10,-2.0608e-09,-1.71e-09,5.5621,9.5563,-7.7416,-17.445,1.3176e-23,2.7248e+10,1.5463,1.5217,0,80826,7.0462e+05,242.39,1,2.7283e+10,0,2.7283e+10,0
+-1.4372e-10,-2.0561e-09,-1.71e-09,5.5619,9.5554,-7.7427,-17.446,1.3107e-23,2.7276e+10,1.5463,1.5217,0,80909,7.0461e+05,241.78,1,2.7311e+10,0,2.7311e+10,0
+-1.4358e-10,-2.0515e-09,-1.7099e-09,5.5616,9.5545,-7.7438,-17.447,1.3038e-23,2.7304e+10,1.5463,1.5217,0,80991,7.046e+05,241.17,1,2.7339e+10,0,2.7339e+10,0
+-1.4344e-10,-2.0469e-09,-1.7099e-09,5.5614,9.5536,-7.7449,-17.448,1.2969e-23,2.7331e+10,1.5463,1.5217,0,81074,7.0459e+05,240.56,1,2.7367e+10,0,2.7367e+10,0
+-1.433e-10,-2.0422e-09,-1.7099e-09,5.5612,9.5527,-7.7461,-17.449,1.2901e-23,2.7359e+10,1.5463,1.5217,0,81156,7.0458e+05,239.95,1,2.7395e+10,0,2.7395e+10,0
+-1.4316e-10,-2.0376e-09,-1.7098e-09,5.561,9.5518,-7.7472,-17.45,1.2834e-23,2.7387e+10,1.5463,1.5217,0,81239,7.0457e+05,239.34,1,2.7422e+10,0,2.7422e+10,0
+-1.4302e-10,-2.033e-09,-1.7098e-09,5.5607,9.5509,-7.7483,-17.451,1.2767e-23,2.7415e+10,1.5463,1.5217,0,81322,7.0456e+05,238.74,1,2.745e+10,0,2.745e+10,0
+-1.4289e-10,-2.0285e-09,-1.7098e-09,5.5605,9.55,-7.7495,-17.452,1.27e-23,2.7443e+10,1.5463,1.5217,0,81404,7.0455e+05,238.14,1,2.7478e+10,0,2.7478e+10,0
+-1.4275e-10,-2.0239e-09,-1.7098e-09,5.5603,9.5491,-7.7506,-17.452,1.2633e-23,2.7471e+10,1.5463,1.5217,0,81487,7.0454e+05,237.54,1,2.7506e+10,0,2.7506e+10,0
+-1.4261e-10,-2.0194e-09,-1.7097e-09,5.56,9.5482,-7.7517,-17.453,1.2567e-23,2.7498e+10,1.5463,1.5217,0,81569,7.0453e+05,236.94,1,2.7534e+10,0,2.7534e+10,0
+-1.4247e-10,-2.0148e-09,-1.7097e-09,5.5598,9.5473,-7.7528,-17.454,1.2501e-23,2.7526e+10,1.5463,1.5217,0,81652,7.0452e+05,236.34,1,2.7562e+10,0,2.7562e+10,0
+-1.4234e-10,-2.0103e-09,-1.7097e-09,5.5596,9.5464,-7.7539,-17.455,1.2437e-23,2.7554e+10,1.5463,1.5217,0,81735,7.0451e+05,235.75,1,2.7589e+10,0,2.7589e+10,0
+-1.422e-10,-2.0058e-09,-1.7097e-09,5.5593,9.5455,-7.7551,-17.456,1.2372e-23,2.7582e+10,1.5463,1.5217,0,81819,7.045e+05,235.15,1,2.7617e+10,0,2.7617e+10,0
+-1.4207e-10,-2.0013e-09,-1.7097e-09,5.5591,9.5447,-7.7562,-17.457,1.2307e-23,2.761e+10,1.5463,1.5217,0,81900,7.0449e+05,234.57,1,2.7645e+10,0,2.7645e+10,0
+-1.4194e-10,-1.9968e-09,-1.7097e-09,5.5589,9.5438,-7.7572,-17.458,1.2242e-23,2.7638e+10,1.5463,1.5217,0,81980,7.0448e+05,234,1,2.7673e+10,0,2.7673e+10,0
+-1.418e-10,-1.9924e-09,-1.7097e-09,5.5587,9.5429,-7.7583,-17.459,1.2178e-23,2.7665e+10,1.5463,1.5217,0,82061,7.0447e+05,233.42,1,2.7701e+10,0,2.7701e+10,0
+-1.4164e-10,-1.9879e-09,-1.7097e-09,5.5584,9.5418,-7.7597,-17.46,1.2123e-23,2.7693e+10,1.5463,1.5217,0,82164,7.0445e+05,232.7,1,2.7729e+10,0,2.7729e+10,0
+-1.4147e-10,-1.9835e-09,-1.7097e-09,5.5581,9.5407,-7.7611,-17.461,1.2067e-23,2.7721e+10,1.5463,1.5217,0,82266,7.0444e+05,231.98,1,2.7756e+10,0,2.7756e+10,0
+-1.4134e-10,-1.979e-09,-1.7097e-09,5.5579,9.5399,-7.7622,-17.462,1.2005e-23,2.7749e+10,1.5463,1.5217,0,82326,7.0443e+05,231.41,1,2.7784e+10,0,2.7784e+10,0
+-1.4123e-10,-1.9746e-09,-1.7097e-09,5.5577,9.5392,-7.7631,-17.462,1.1937e-23,2.7777e+10,1.5463,1.5217,0,82350,7.0442e+05,230.95,1,2.7812e+10,0,2.7812e+10,0
+nan,nan,nan,nan,nan,nan,nan,nan,nan,nan,nan,nan,nan,nan,nan,0,2.784e+10,0,2.784e+10,0
diff --git a/TESTING/testing.py b/TESTING/testing.py
index 5fb7ba3..21f269e 100644
--- a/TESTING/testing.py
+++ b/TESTING/testing.py
@@ -10,7 +10,7 @@ from astropy.constants import R_sun
sys.path.append(Path(sys.path[0]).parent)
from MODULES.PSPops import data_quality as dq
from MODULES.PSPops import data_transformation as dt
-from MODULES.Plotting import plot_settings as ps
+from MODULES.Plotting import obs_plotset as ps
from MODULES.PSPops import data_handling as dh
from MODULES.Statistics import data_binning as db
from MODULES.Statistics import stats as st
diff --git a/binned_stats.py b/binned_stats.py
index 4b3be1d..99ebfe8 100644
--- a/binned_stats.py
+++ b/binned_stats.py
@@ -1,7 +1,7 @@
import sys
import os
import numpy as np
-from MODULES.Plotting import plot_settings as ps
+from MODULES.Plotting import general_plotset as gp
from MODULES.Statistics import stats as st
from MODULES.Statistics import data_binning as db
@@ -94,6 +94,6 @@ def main():
if __name__ == "__main__":
- ps.rc_setup()
+ gp.rc_setup()
main()
diff --git a/comp_data_plots.py b/comp_data_plots.py
new file mode 100644
index 0000000..b9b2dc1
--- /dev/null
+++ b/comp_data_plots.py
@@ -0,0 +1,24 @@
+import sys
+from MODULES.Statistics import data_read
+from MODULES.Plotting import general_plotset as gp
+from MODULES.Plotting import comp_plotset as cp
+
+
+# Necessary global variables
+PSP_STAT_DIR = f"{sys.path[0]}/STATISTICS"
+PLOT_SAVE_DIR = f"{sys.path[0]}/PLOTS/ComparisonPlots"
+
+
+def main():
+ gp.rc_setup()
+
+ sim_data = data_read.SimMeshData(f"{PSP_STAT_DIR}/sim_data.csv")
+ PSP_stats = data_read.PSPStatData(f"{PSP_STAT_DIR}/PSP_STATISTICS.dat",
+ sim_data)
+
+ for indicator in ["vr", "np", "T"]:
+ cp.comparison_plot(indicator, PSP_stats, sim_data, PLOT_SAVE_DIR)
+
+
+if __name__ == "__main__":
+ main()
diff --git a/approach_recession.py b/ingress_egress.py
similarity index 94%
rename from approach_recession.py
rename to ingress_egress.py
index 38fbfc5..78d743c 100644
--- a/approach_recession.py
+++ b/ingress_egress.py
@@ -4,7 +4,8 @@ import typing as tp
import numpy as np
from astropy.constants import R_sun
from astropy import units as u
-from MODULES.Plotting import plot_settings as ps
+from MODULES.Plotting import general_plotset as gp
+from MODULES.Plotting import obs_plotset as op
from MODULES.Statistics import data_binning as db
from MODULES.Statistics import stats as st
@@ -112,9 +113,9 @@ def data_orbit_analysis(data_dict: tp.Dict) -> None:
def orbit_plots(folder: str) -> None:
"""Plot and save the three major parameters"""
# Instantiate three plots: vr, np and T
- fig_vr, ax_vr = ps.plot_setup("Radial velocity")
- fig_np, ax_np = ps.plot_setup("Density")
- fig_t, ax_t = ps.plot_setup("Temperature")
+ fig_vr, ax_vr = op.plot_setup("Radial velocity")
+ fig_np, ax_np = op.plot_setup("Density")
+ fig_t, ax_t = op.plot_setup("Temperature")
# Loop over all split files in the directory
for file in sorted(os.listdir(folder)):
@@ -151,7 +152,7 @@ def orbit_plots(folder: str) -> None:
if __name__ == "__main__":
# GENERAL PLOTTING PARAMETERS
- ps.rc_setup()
+ gp.rc_setup()
# CALL ALL NESTED FUNCTIONS
orbit_plots(SPLIT_DATA_LOCATION)
diff --git a/main.py b/main_data.py
similarity index 98%
rename from main.py
rename to main_data.py
index eccf808..1779177 100644
--- a/main.py
+++ b/main_data.py
@@ -6,7 +6,7 @@ from MODULES.PSPops import data_quality as dq
from MODULES.PSPops import data_transformation as dt
from MODULES.PSPops import data_handling as dh
from MODULES.PSPops import miscellaneous as misc
-from MODULES.Plotting import plot_settings as ps
+from MODULES.Plotting import general_plotset as gp
from MODULES.Statistics import data_binning as db
from MODULES.Statistics import stats as st
from MODULES.Statistics import turn_around as ta
@@ -162,7 +162,7 @@ def main():
if __name__ == "__main__":
# Set-up plot parameters
- ps.rc_setup()
+ gp.rc_setup()
# Call main function
main()
diff --git a/final_plots.py b/obs_data_plots.py
similarity index 82%
rename from final_plots.py
rename to obs_data_plots.py
index c5964cf..bb5cac3 100644
--- a/final_plots.py
+++ b/obs_data_plots.py
@@ -1,11 +1,12 @@
import sys
import numpy as np
-from MODULES.Plotting import plot_settings as ps
+from MODULES.Plotting import general_plotset as gp
+from MODULES.Plotting import obs_plotset as op
# GLOBAL: STAT FILE NAME
STAT_FILE = f"{sys.path[0]}/STATISTICS/PSP_STATISTICS.dat"
-PLOT_SAVE_DIR = f"{sys.path[0]}/PLOTS/FinalPlots"
+PLOT_SAVE_DIR = f"{sys.path[0]}/PLOTS/ObsDataPlots"
def main():
@@ -14,11 +15,11 @@ def main():
stat_data = stat_data_dict(STAT_FILE)
# Plot setup
- ps.rc_setup()
+ gp.rc_setup()
# Plotting all three major parameters
for parameter in main_parameters:
- ps.plot_finals(stat_data, parameter, PLOT_SAVE_DIR)
+ op.plot_finals(stat_data, parameter, PLOT_SAVE_DIR)
def stat_data_dict(file_name):
diff --git a/total_run.sh b/total_run.sh
index 1d0e8e3..9c158d4 100644
--- a/total_run.sh
+++ b/total_run.sh
@@ -5,7 +5,7 @@ BIN_LENGTH=0.2
# ANALYSE WHOLE DATA SET AND BIN ACCORDING TO VARIABLE ABOVE
echo "EXECUTING MAIN.PY"
-python3 main.py $BIN_LENGTH
+python3 main_data.py $BIN_LENGTH
echo
# REWRITE EACH BINNED FILE INTO BINNED STATISTICS FILE
@@ -15,10 +15,10 @@ echo
# REITERATE PROCESS, BUT SPLIT BETWEEN APPROACH AND RECESSION (INGRESS AND EGRESS)
echo "EXECUTING APPROACH_RECESSION.PY"
-python3 approach_recession.py $BIN_LENGTH
+python3 ingress_egress.py $BIN_LENGTH
echo
# GENERATE FINAL PLOTS
echo "EXECUTING FINAL_PLOTS.PY"
-python3 final_plots.py
+python3 obs_data_plots.py
echo
\ No newline at end of file
--
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