From fc94830e5f0595a78052a215ea452619cca7ed3e Mon Sep 17 00:00:00 2001
From: David Bailey <davidbailey.2889@gmail.com>
Date: Tue, 28 Jan 2025 14:56:05 +0100
Subject: [PATCH] Clean graphs a bit, add HiKe comparison graph

---
 .../IMS Measurements/averaged_compare.png     |   Bin 83698 -> 80685 bytes
 .../Datavis/IMS Measurements/raw_compare.png  |   Bin 100371 -> 99424 bytes
 .../V1.1-a1/2M4/HiKe_GemiTIV_DR55_RR65.csv    | 10045 ++++++++++++++++
 .../V1.1-a1/2M4/HiKe_HighTIME_DR55_RR65.csv   | 10045 ++++++++++++++++
 .../V1.1-a1/47M_cap/linearity.png             |   Bin 62211 -> 57797 bytes
 .../V1.1-a1/47M_cap/linearity_error.png       |   Bin 84173 -> 62822 bytes
 Images/Datavis/generate_plot.py               |    25 +-
 Images/Datavis/plots.yml                      |    46 +-
 8 files changed, 20153 insertions(+), 8 deletions(-)
 create mode 100644 Images/Datavis/V1_Measurements/V1.1-a1/2M4/HiKe_GemiTIV_DR55_RR65.csv
 create mode 100644 Images/Datavis/V1_Measurements/V1.1-a1/2M4/HiKe_HighTIME_DR55_RR65.csv

diff --git a/Images/Datavis/IMS Measurements/averaged_compare.png b/Images/Datavis/IMS Measurements/averaged_compare.png
index b10a86960ff593cd2f831db6ca7581a0a5ab4e5d..40b02e1b1bd9be5eb50647b6bddca90b88131c77 100644
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diff --git a/Images/Datavis/V1_Measurements/V1.1-a1/2M4/HiKe_GemiTIV_DR55_RR65.csv b/Images/Datavis/V1_Measurements/V1.1-a1/2M4/HiKe_GemiTIV_DR55_RR65.csv
new file mode 100644
index 0000000..5851c33
--- /dev/null
+++ b/Images/Datavis/V1_Measurements/V1.1-a1/2M4/HiKe_GemiTIV_DR55_RR65.csv
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diff --git a/Images/Datavis/V1_Measurements/V1.1-a1/2M4/HiKe_HighTIME_DR55_RR65.csv b/Images/Datavis/V1_Measurements/V1.1-a1/2M4/HiKe_HighTIME_DR55_RR65.csv
new file mode 100644
index 0000000..0ed0c7b
--- /dev/null
+++ b/Images/Datavis/V1_Measurements/V1.1-a1/2M4/HiKe_HighTIME_DR55_RR65.csv
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diff --git a/Images/Datavis/generate_plot.py b/Images/Datavis/generate_plot.py
index d4910ec..2b8d403 100644
--- a/Images/Datavis/generate_plot.py
+++ b/Images/Datavis/generate_plot.py
@@ -260,6 +260,25 @@ def plot_lt_sweep(fig, plot_config, plot_data):
 
     decorate_ax(ax, plot_config);
 
+def perform_x_adjustment(plot_data, plot_config):
+    if(not ('x_key' in plot_config)):
+        return;
+    
+    print("Adjusting X scaling // offset");
+
+    x_rescale = plot_config.get('xrescale', 1);
+    x_shift   = plot_config.get('xshift', 0);
+
+    for step in plot_data['steps']:
+        x_data = step[plot_config['x_key']]
+
+        new_x_data = []
+
+        for datapoint in x_data:
+            new_x_data.append(datapoint*x_rescale + x_shift)
+
+        step[plot_config['x_key']] = new_x_data
+
 def perform_bandwidth_normalization(plot_data, plot_config):
     print("Normalizing bandwidth for all steps...")
 
@@ -285,7 +304,7 @@ def perform_peak_normalization(plot_data, plot_config):
         y_max = max(y_data)
         y_min = min(y_data)
 
-        scaling_factor = 0.1 + 0.9*(y_max if (y_max > (-y_min)) else y_min)
+        scaling_factor = 0.05 + 0.95*(y_max if (y_max > (-y_min)) else y_min)
 
         for datapoint in y_data:
             new_y_data.append(datapoint / scaling_factor)
@@ -299,7 +318,7 @@ def perform_offset_removal(plot_data, plot_config):
         y_data = step[plot_config['y_key']]
         new_y_data = []
 
-        offset_value = np.percentile(y_data, 30) * 0.8
+        offset_value = np.percentile(y_data, 30) * 0.9
 
         for datapoint in y_data:
             new_y_data.append(datapoint - offset_value)
@@ -308,6 +327,8 @@ def perform_offset_removal(plot_data, plot_config):
 
 
 def perform_processing_step(data_process_step, plot_data, plot_config):
+    perform_x_adjustment(plot_data, plot_config);
+    
     if(data_process_step == 'normalize_bandwidth'):
         perform_bandwidth_normalization(plot_data, plot_config)
     if(data_process_step == 'remove_offset'):
diff --git a/Images/Datavis/plots.yml b/Images/Datavis/plots.yml
index 14a0f15..fff56b3 100644
--- a/Images/Datavis/plots.yml
+++ b/Images/Datavis/plots.yml
@@ -99,6 +99,36 @@ plots:
     linewidth: 0.8
 
     ofile: IMS Measurements/raw_compare.png
+  - loadtype: multicsv
+    load:
+      GemiTIV:  V1_Measurements/V1.1-a1/2M4/HiKe_GemiTIV_DR55_RR65.csv
+      HighTIME: V1_Measurements/V1.1-a1/2M4/HiKe_HighTIME_DR55_RR65.csv
+
+    load_values: ["drift_time", "amplitude"]
+
+    type: lt_sweep
+
+    data_processing_steps:
+      - normalize_peak
+      - remove_offset
+      - normalize_peak
+
+    y_key: amplitude
+    x_key: drift_time
+
+    xscale: linear
+    #xmin: 0.0001
+    #xmax: 0.001
+
+    xrescale: 0.1
+
+    xlabel: Time (s)
+    ylabel: Normalized voltage (a.u.)
+    legend_title: TIV
+
+    linewidth: 0.8
+
+    ofile: IMS Measurements/hike_raw_compare.png
   - load: Parasitics/SingleStage_noise_example.txt
     loadtype: ltspice
     type: single
@@ -122,9 +152,9 @@ plots:
     xscale: log
 
     ofile: Parasitics/SingleStage_noise_example.png
-  - load: 
-      47M N.1: V1_Measurements/V1.1-a1/47M_cap/linearity_1.csv
-      47M N.2: V1_Measurements/V1.1-a1/47M_cap/linearity_2.csv
+  - load:
+      47M: V1_Measurements/V1.1-a1/47M_cap/linearity_1.csv
+  #    47M N.2: V1_Measurements/V1.1-a1/47M_cap/linearity_2.csv
     loadtype: multicsv
 
     load_values: ["Setpoint", "Measurement", "Error"]
@@ -136,7 +166,9 @@ plots:
 
     xscale: linear
     yformatter: engineering
-    yplaces: 1
+    yplaces: 0
+
+    colourmap: default
 
     ymax: 0.0025
     ymin: -0.0025
@@ -147,8 +179,8 @@ plots:
 
     ofile: V1_Measurements/V1.1-a1/47M_cap/linearity_error.png
   - load: 
-      47M N.1: V1_Measurements/V1.1-a1/47M_cap/linearity_1.csv
-      47M N.2: V1_Measurements/V1.1-a1/47M_cap/linearity_2.csv
+      47M: V1_Measurements/V1.1-a1/47M_cap/linearity_1.csv
+  #    47M N.2: V1_Measurements/V1.1-a1/47M_cap/linearity_2.csv
     loadtype: multicsv
 
     load_values: ["Setpoint", "Measurement"]
@@ -158,6 +190,8 @@ plots:
     y_key: Measurement
     x_key: Setpoint
 
+    colourmap: default
+
     xscale: linear
 
     xlabel: Input current (nA)