From 00a02b1b8347c74743dc092a6679729a78fc3c7e Mon Sep 17 00:00:00 2001
From: "gregory.ashton" <gregory.ashton@ligo.org>
Date: Wed, 7 Dec 2016 13:33:51 +0100
Subject: [PATCH] Update to the MC runs

---
 Paper/AllSkyMC/generate_data.py  |   3 ++-
 Paper/AllSkyMC/plot_data.py      |   6 ++++--
 Paper/AllSkyMC/runTimeHist.png   | Bin 0 -> 21623 bytes
 Paper/AllSkyMC/submitfile        |   2 +-
 Paper/DirectedMC/plot_data.py    |  25 +++++++++++++++++--------
 Paper/DirectedMC/runTimeHist.png | Bin 0 -> 23310 bytes
 Paper/allsky_recovery.png        | Bin 51946 -> 52082 bytes
 7 files changed, 24 insertions(+), 12 deletions(-)
 create mode 100644 Paper/AllSkyMC/runTimeHist.png
 create mode 100644 Paper/DirectedMC/runTimeHist.png

diff --git a/Paper/AllSkyMC/generate_data.py b/Paper/AllSkyMC/generate_data.py
index 218f96e..abcb5dd 100644
--- a/Paper/AllSkyMC/generate_data.py
+++ b/Paper/AllSkyMC/generate_data.py
@@ -28,7 +28,8 @@ VF0 = VF1 = 100
 DeltaF0 = VF0 * np.sqrt(3)/(np.pi*Tspan)
 DeltaF1 = VF1 * np.sqrt(45/4.)/(np.pi*Tspan**2)
 
-depths = np.linspace(100, 400, 7)
+#depths = np.linspace(100, 400, 7)
+depths = [50, 75]
 
 nsteps = 50
 run_setup = [((nsteps, 0), 20, False),
diff --git a/Paper/AllSkyMC/plot_data.py b/Paper/AllSkyMC/plot_data.py
index 9f12e15..37811a5 100644
--- a/Paper/AllSkyMC/plot_data.py
+++ b/Paper/AllSkyMC/plot_data.py
@@ -79,8 +79,10 @@ fig.tight_layout()
 fig.savefig('allsky_recovery.png')
 
 
+total_number_steps = 6 * 50.
 fig, ax = plt.subplots()
-ax.hist(df.runTime, bins=20)
-ax.set_xlabel('runTime per follow-up [s]')
+ax.hist(df.runTime/total_number_steps, bins=50)
+ax.set_xlabel('run-time per step [s]')
+fig.tight_layout()
 fig.savefig('runTimeHist.png')
 
diff --git a/Paper/AllSkyMC/runTimeHist.png b/Paper/AllSkyMC/runTimeHist.png
new file mode 100644
index 0000000000000000000000000000000000000000..ee6df4216d4f111e51301ca2dc30b61a8fb99e33
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HcmV?d00001

diff --git a/Paper/AllSkyMC/submitfile b/Paper/AllSkyMC/submitfile
index 1c7d5e5..191a502 100644
--- a/Paper/AllSkyMC/submitfile
+++ b/Paper/AllSkyMC/submitfile
@@ -9,4 +9,4 @@ Log=CollectedOutput/log.$(Process)
 request_cpus = 1
 request_memory = 16 GB
 
-Queue 90
+Queue 100
diff --git a/Paper/DirectedMC/plot_data.py b/Paper/DirectedMC/plot_data.py
index 8dc41ce..fe9a2e3 100644
--- a/Paper/DirectedMC/plot_data.py
+++ b/Paper/DirectedMC/plot_data.py
@@ -4,6 +4,9 @@ import numpy as np
 import os
 from tqdm import tqdm
 from oct2py import octave
+import glob
+
+filenames = glob.glob("CollectedOutput/*.txt")
 
 plt.style.use('paper')
 
@@ -22,14 +25,17 @@ def Recovery(Tspan, Depth, twoFstar=60, detectors='H1,L1'):
 def binomialConfidenceInterval(N, K, confidence=0.95):
     cmd = '[fLow, fUpper] = binomialConfidenceInterval({}, {}, {})'.format(
         N, K, confidence)
-    [l, u] =  octave.eval(cmd, verbose=False, return_both=True)[0].split('\n')
+    [l, u] = octave.eval(cmd, verbose=False, return_both=True)[0].split('\n')
     return float(l.split('=')[1]), float(u.split('=')[1])
 
-results_file_name = 'MCResults.txt'
-
-df = pd.read_csv(
-    results_file_name, sep=' ', names=['depth', 'h0', 'dF0', 'dF1',
-                                       'twoF_predicted', 'twoF', 'runTime'])
+df_list = []
+for fn in filenames:
+    df = pd.read_csv(
+        fn, sep=' ', names=['depth', 'h0', 'dF0', 'dF1', 'twoF_predicted',
+                            'twoF', 'runTime'])
+    df['CLUSTER_ID'] = fn.split('_')[1]
+    df_list.append(df)
+df = pd.concat(df_list)
 
 twoFstar = 60
 depths = np.unique(df.depth.values)
@@ -73,8 +79,11 @@ fig.tight_layout()
 fig.savefig('directed_recovery.png')
 
 
+total_number_steps = 5*20.
+df_clean = df[df.CLUSTER_ID == '969049']  # Hack due to a change in the code
 fig, ax = plt.subplots()
-ax.hist(df.runTime, bins=50)
-ax.set_xlabel('runTime per follow-up [s]')
+ax.hist(df_clean.runTime/total_number_steps, bins=50)
+ax.set_xlabel('run-time per step [s]')
+fig.tight_layout()
 fig.savefig('runTimeHist.png')
 
diff --git a/Paper/DirectedMC/runTimeHist.png b/Paper/DirectedMC/runTimeHist.png
new file mode 100644
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