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Clean graphs a bit, add HiKe comparison graph

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This commit is contained in:
David Bailey 2025-01-28 14:56:05 +01:00
parent b7504031ac
commit fc94830e5f
8 changed files with 20153 additions and 8 deletions
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25
Images/Datavis/generate_plot.py
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@ -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'):