From a8e64f858174a8b4f680ef078b434ab4720511db Mon Sep 17 00:00:00 2001
From: simon-ast <Simon.Schleich@gmx.at>
Date: Mon, 18 Jul 2022 10:47:10 +0200
Subject: [PATCH] PlotAdj
---
.../__pycache__/data_handling.cpython-38.pyc | Bin 2913 -> 2913 bytes
.../__pycache__/miscellaneous.cpython-38.pyc | Bin 1357 -> 1357 bytes
.../__pycache__/comp_plotset.cpython-38.pyc | Bin 1671 -> 1837 bytes
.../__pycache__/obs_plotset.cpython-38.pyc | Bin 4233 -> 4233 bytes
MODULES/Plotting/comp_plotset.py | 14 +-
.../__pycache__/data_read.cpython-38.pyc | Bin 2890 -> 4320 bytes
MODULES/Statistics/data_read.py | 51 +-
.../ApproachRecessionPlots/PSP_AR_Density.eps | 26 +-
.../PSP_AR_RadialVelocity.eps | 26 +-
.../PSP_AR_Temperature.eps | 26 +-
.../PSP_I-E_measurements.eps | 50 +-
PLOTS/ComparisonPlots/T_comparison.eps | 4863 +++++++++++++
PLOTS/ComparisonPlots/T_comparison.jpg | Bin 142101 -> 140527 bytes
PLOTS/ComparisonPlots/massloss_comparison.eps | 5330 ++++++++++++++
PLOTS/ComparisonPlots/massloss_comparison.jpg | Bin 0 -> 156736 bytes
PLOTS/ComparisonPlots/np_comparison.eps | 6115 ++++++++++++++++
PLOTS/ComparisonPlots/np_comparison.jpg | Bin 159272 -> 155622 bytes
.../rampressure_comparison.eps | 6263 +++++++++++++++++
.../rampressure_comparison.jpg | Bin 0 -> 154923 bytes
PLOTS/ComparisonPlots/vr_comparison.eps | 4630 ++++++++++++
PLOTS/ComparisonPlots/vr_comparison.jpg | Bin 156693 -> 147399 bytes
STATISTICS/sim_data_eq.csv | 1950 ++---
STATISTICS/sim_data_polar.csv | 2000 +++---
TESTING/testing_plots.py | 14 +-
comp_data_plots.py | 2 +-
ingress_egress.py | 8 +-
26 files changed, 29316 insertions(+), 2052 deletions(-)
create mode 100644 PLOTS/ComparisonPlots/T_comparison.eps
create mode 100644 PLOTS/ComparisonPlots/massloss_comparison.eps
create mode 100644 PLOTS/ComparisonPlots/massloss_comparison.jpg
create mode 100644 PLOTS/ComparisonPlots/np_comparison.eps
create mode 100644 PLOTS/ComparisonPlots/rampressure_comparison.eps
create mode 100644 PLOTS/ComparisonPlots/rampressure_comparison.jpg
create mode 100644 PLOTS/ComparisonPlots/vr_comparison.eps
diff --git a/MODULES/PSPops/__pycache__/data_handling.cpython-38.pyc b/MODULES/PSPops/__pycache__/data_handling.cpython-38.pyc
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diff --git a/MODULES/Plotting/comp_plotset.py b/MODULES/Plotting/comp_plotset.py
index dc0b64a..d59daf2 100644
--- a/MODULES/Plotting/comp_plotset.py
+++ b/MODULES/Plotting/comp_plotset.py
@@ -3,7 +3,7 @@ import matplotlib.pyplot as plt
def plot_setup(indicator: str):
"""General plot setup (x-label and size)"""
- valid_ind = ["vr", "np", "T"]
+ valid_ind = ["vr", "np", "T", "massloss", "rampressure"]
assert indicator in valid_ind, f"{indicator} NOT RECOGNIZED!"
# General values
@@ -27,6 +27,17 @@ def plot_setup(indicator: str):
yscale="log",
ylim=(1e4, 1e7)
)
+ elif indicator == "massloss":
+ ax.set(
+ ylabel="ML [M$_\\odot$ yr$^{-1}$]",
+ yscale="log"
+ )
+ elif indicator == "rampressure":
+ ax.set(
+ ylabel="RP",
+ yscale="log"
+ )
+
return fig, ax
@@ -79,5 +90,6 @@ def comparison_plot(indicator: str, obs_data,
ax.legend()
plt.tight_layout()
plt.savefig(f"{save_dir}/{indicator}_comparison.jpg", dpi=300)
+ plt.savefig(f"{save_dir}/{indicator}_comparison.eps")
plt.close()
\ No newline at end of file
diff --git a/MODULES/Statistics/__pycache__/data_read.cpython-38.pyc b/MODULES/Statistics/__pycache__/data_read.cpython-38.pyc
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diff --git a/MODULES/Statistics/data_read.py b/MODULES/Statistics/data_read.py
index c16ad66..340aa6c 100644
--- a/MODULES/Statistics/data_read.py
+++ b/MODULES/Statistics/data_read.py
@@ -17,6 +17,35 @@ class PSPStatData:
self.vr = StatDataSplit(raw_data, 1)
self.np = StatDataSplit(raw_data, 6)
self.T = StatDataSplit(raw_data, 11)
+
+ # BRIEFLY CALCULATE MASS LOSS RATE (FIX THIS UP)
+ class MassLoss:
+ def __init__(self, dist, vr, nump):
+ self.mean = massloss(dist * c.R_sun.value,
+ vr.mean * 1e3,
+ nump.mean * c.m_p.value * 1e6)
+ self.stddev = massloss(dist * c.R_sun.value,
+ vr.stddev * 1e3,
+ nump.mean * c.m_p.value * 1e6) + \
+ massloss(
+ dist * c.R_sun.value,
+ vr.mean * 1e3,
+ nump.stddev * c.m_p.value * 1e6)
+
+ self.massloss = MassLoss(self.dist, self.vr, self.np)
+
+ # RAM PRESSURE
+ class RamPressure:
+ def __init__(self, vr, nump):
+ self.mean = (vr.mean * 1e3) ** 2 * \
+ nump.mean * c.m_p.value * 1e6
+
+ self.stddev = (vr.mean * 1e3) ** 2 * \
+ nump.stddev * c.m_p.value * 1e6 + \
+ 2 * (vr.stddev * 1e3) * \
+ nump.mean * c.m_p.value * 1e6
+
+ self.rampressure = RamPressure(self.vr, self.np)
class StatDataSplit:
@@ -31,7 +60,7 @@ class StatDataSplit:
class SimMeshData:
def __init__(self, filename):
- # Get first valid index
+ # Get first valid index (skip first cell?)
index = skip_nan_simdata(filename)
# Handle simulation mesh data (skip rows integer is 1 more than index)
@@ -48,7 +77,18 @@ class SimMeshData:
self.np = simrho_to_rho(raw_data)
self.T = 10 ** raw_data[:, 3]
-
+ # COMPUTE DERIVED VALUES (MASS LOSS AND RAM PRESSURE)
+ si_density = 10 ** raw_data[:, 6]
+
+ # Compute massloss rate from values in Msol / year
+ self.massloss = massloss(self.dist * c.R_sun.value,
+ self.vr * 1e3,
+ si_density)
+
+ # Compute Ram pressure values
+ self.rampressure = si_density * (self.vr * 1e3) ** 2
+
+
def skip_nan_simdata(filename):
"""
Skip entries in data file with NaN-values. This is a result of
@@ -88,4 +128,11 @@ def simrho_to_rho(raw_data):
rho = 10 ** lrho / c.m_p.value * 1e-6
return rho
+
+
+def massloss(distance, velocity, density):
+ """Mass loss rate in solar masses per year"""
+ ml = 4 * np.pi * distance ** 2 * velocity * density
+
+ return ml / c.M_sun.value * (3600 * 24 * 365)
\ No newline at end of file
diff --git a/PLOTS/ApproachRecessionPlots/PSP_AR_Density.eps b/PLOTS/ApproachRecessionPlots/PSP_AR_Density.eps
index 22aa2b1..83e6172 100644
--- a/PLOTS/ApproachRecessionPlots/PSP_AR_Density.eps
+++ b/PLOTS/ApproachRecessionPlots/PSP_AR_Density.eps
@@ -1,7 +1,7 @@
%!PS-Adobe-3.0 EPSF-3.0
%%Title: PSP_AR_Density.eps
%%Creator: Matplotlib v3.5.1, https://matplotlib.org/
-%%CreationDate: Fri Jul 1 11:46:15 2022
+%%CreationDate: Mon Jul 4 11:26:54 2022
%%Orientation: portrait
%%BoundingBox: 90 252 522 540
%%HiResBoundingBox: 90.000000 252.000000 522.000000 540.000000
@@ -4231,7 +4231,7 @@ gsave
grestore
2.000 setlinewidth
[7.4 3.2] 0 setdash
-1.000 0.388 0.278 setrgbcolor
+1.000 0.647 0.000 setrgbcolor
gsave
334.8 221.76 54 31.68 clipbox
114.163071 204.410692 m
@@ -4401,7 +4401,7 @@ stroke
grestore
2 setlinecap
[] 0 setdash
-0.502 0.000 0.000 setrgbcolor
+1.000 0.000 0.000 setrgbcolor
gsave
334.8 221.76 54 31.68 clipbox
114.163071 204.210914 m
@@ -4684,7 +4684,7 @@ stroke
grestore
0 setlinecap
[7.4 3.2] 0 setdash
-0.000 1.000 0.498 setrgbcolor
+0.000 1.000 0.000 setrgbcolor
gsave
334.8 221.76 54 31.68 clipbox
69.218182 238.154891 m
@@ -5198,7 +5198,7 @@ stroke
grestore
0 setlinecap
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diff --git a/STATISTICS/sim_data_eq.csv b/STATISTICS/sim_data_eq.csv
index e19fd84..9fadd35 100644
--- a/STATISTICS/sim_data_eq.csv
+++ b/STATISTICS/sim_data_eq.csv
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diff --git a/STATISTICS/sim_data_polar.csv b/STATISTICS/sim_data_polar.csv
index d640a61..9d4a84d 100644
--- a/STATISTICS/sim_data_polar.csv
+++ b/STATISTICS/sim_data_polar.csv
@@ -1,1002 +1,1002 @@
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+-3.0269e-14,1.3228e-11,2.6874e-08,5.9252,7.7573,-9.1775,-19.244,6.3429e-21,2.7638e+10,-0.024544,1.5217,0,-0.53602,-0.73871,8.631e+05,1,2.7673e+10,0,0,2.7673e+10
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+-1.3118e-13,1.3069e-11,2.6658e-08,5.9246,7.7533,-9.182,-19.248,6.2356e-21,2.7749e+10,-0.024544,1.5217,0,-0.2229,-0.11976,8.6321e+05,1,2.7784e+10,0,0,2.7784e+10
+-1.5061e-13,1.3029e-11,2.6604e-08,5.9245,7.7526,-9.1828,-19.249,6.2042e-21,2.7777e+10,-0.024544,1.5217,0,-0.1599,0.017481,8.6323e+05,1,2.7812e+10,0,0,2.7812e+10
+-1.7003e-13,1.299e-11,2.6551e-08,5.9244,7.7519,-9.1836,-19.25,6.1727e-21,2.7805e+10,-0.024544,1.5217,0,-0.0969,0.15473,8.6325e+05,1,2.784e+10,0,0,2.784e+10
diff --git a/TESTING/testing_plots.py b/TESTING/testing_plots.py
index 7d8ebc7..f5ef6f4 100644
--- a/TESTING/testing_plots.py
+++ b/TESTING/testing_plots.py
@@ -1,5 +1,6 @@
import matplotlib.pyplot as plt
import matplotlib as mpl
+import numpy as np
"""Generalized plot attributes"""
mpl.rcParams["xtick.direction"] = "in"
@@ -20,10 +21,13 @@ mpl.rcParams["axes.grid"] = "True"
mpl.rcParams["axes.linewidth"] = 1.5
mpl.rcParams["axes.labelsize"] = "large"
-fig, ax = plt.subplots(2, 3, figsize=(15, 4.5))
-ax[0][0].scatter(0,0)
-ax[0][1].scatter(0, 0)
+x = np.arange(1, 10, 0.01)
+y1 = np.sin(x)
+y2 = np.sin(x+0.5)
-plt.tight_layout()
+fig, ax = plt.subplots(1, 1, figsize=(15, 4.5))
+ax.plot(x, y1, lw=2.5, c="darkviolet")
+ax.plot(x, y2, lw=2.5, ls="--", c="fuchsia")
-plt.savefig("Test.png")
+plt.tight_layout()
+plt.show()
diff --git a/comp_data_plots.py b/comp_data_plots.py
index 9df83e8..5a7bc8a 100644
--- a/comp_data_plots.py
+++ b/comp_data_plots.py
@@ -17,7 +17,7 @@ def main():
PSP_stats = data_read.PSPStatData(f"{PSP_STAT_DIR}/PSP_STATISTICS.dat",
sim_data_eq)
- for indicator in ["vr", "np", "T"]:
+ for indicator in ["vr", "np", "T", "massloss", "rampressure"]:
cp.comparison_plot(indicator, PSP_stats, sim_data_eq, sim_data_pol,
PLOT_SAVE_DIR)
diff --git a/ingress_egress.py b/ingress_egress.py
index 525dca7..fbe1b62 100644
--- a/ingress_egress.py
+++ b/ingress_egress.py
@@ -20,10 +20,10 @@ PLOT_SAVE_DIR = f"{sys.path[0]}/PLOTS/ApproachRecessionPlots"
# CUSTOM COLOUR LIST FOR PLOTTING [NESTED 10 x 2]
COLOUR_LIST = [[], [], [], [], [], [],
- ["maroon", "tomato"],
- ["darkgreen", "springgreen"],
- ["teal", "darkturquoise"],
- ["darkblue", "royalblue"]]
+ ["red", "orange"],
+ ["darkgreen", "lime"],
+ ["blue", "cyan"],
+ ["darkviolet", "fuchsia"]]
def orbit_readin(filename: str) -> tp.Dict:
--
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