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Post-processor regex updates #31

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Nov 28, 2024
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34 changes: 23 additions & 11 deletions scripts/post-process/post_process.py
Original file line number Diff line number Diff line change
Expand Up @@ -40,14 +40,14 @@ def get_patterns(data_types):

if 'temperature' in data_types:
patterns['cathode_temp'] = {
'pattern': r'\[(\d{2}:\d{2}:\d{2})\] - INFO: Unit (\d) Temperature: ([\d.]+) °C',
'pattern': r'\[(\d{2}:\d{2}:\d{2})\] - INFO: Unit (\d) Temperature: ([\d.]+)\s*°?C',
'display_name': 'Cathode',
'measurements': ['temperature']
}

if 'pressure' in data_types:
patterns['vacuum_pressure'] = {
'pattern': r'\[(\d{2}:\d{2}:\d{2})\] - INFO: Chamber pressure: ([\d.]+(?:E[+-]\d+)?)\s*mbar\s*\(([\d.]+(?:E[+-]\d+)?)\)',
'pattern': r'\[(\d{2}:\d{2}:\d{2})\] - DEBUG: GUI updated with pressure: ([\d.]+(?:E[+-]\d+)?)\s*mbar',
'display_name': 'Vacuum Chamber',
'measurements': ['pressure']
}
Expand Down Expand Up @@ -87,11 +87,9 @@ def parse_log_file(filename, patterns):
})
elif equip_type == 'vacuum_pressure':
pressure = float(match.group(2))
raw_pressure = float(match.group(3))
data[equip_type].append({
'timestamp': time_str,
'pressure': pressure,
'raw_pressure': raw_pressure
'pressure': pressure
})

for equip_type, readings in data.items():
Expand Down Expand Up @@ -230,16 +228,30 @@ def process_files(file_list, data_types, output_formats, output_dir):
save_statistics(df_sorted, 'pressure', os.path.join(stats_dir, f"{base_filename}_pressure_stats.txt"))

def save_statistics(df, data_type, output_path):
"""Save statistics to a file, handling different data types appropriately."""
with open(output_path, 'w') as f:
f.write(f"{data_type.capitalize()} Summary Statistics\n")
group_by = 'ps_number' if data_type in ['voltage', 'current'] else 'sensor'
value_col = data_type if data_type in ['voltage', 'current'] else 'temperature'
f.write(f"{data_type.capitalize()} Summary Statistics\n\n")

for group, group_df in df.groupby(group_by):
f.write(f"\n{data_type.capitalize()} {group_by.replace('_', ' ').title()} {group}:\n")
stats = group_df[value_col].describe()
if data_type in ['voltage', 'current']:
# Group by power supply number
for group, group_df in df.groupby('ps_number'):
f.write(f"\n{data_type.capitalize()} Power Supply {group}:\n")
stats = group_df[data_type].describe()
f.write(str(stats))
f.write('\n')
elif data_type == 'temperature':
# Group by sensor
for group, group_df in df.groupby('sensor'):
f.write(f"\nTemperature Sensor {group}:\n")
stats = group_df['temperature'].describe()
f.write(str(stats))
f.write('\n')
else: # pressure or other single-value measurements
f.write(f"{data_type.capitalize()} Statistics:\n")
stats = df[data_type].describe()
f.write(str(stats))
f.write('\n')

print(f"Statistics saved to {output_path}")


Expand Down