modify diagnostics data script

scripts/diagnostics.py

@@ -7,7 +7,7 @@ import pandas as pd
 from datetime import datetime
 import sys
 
-cred = credentials.Certificate(os.getcwd() + '/' + 'keys/hpos-prod-firebase-adminsdk.json')  # Replace with your own service account key path
+cred = credentials.Certificate(os.getcwd() + '/' + 'keys/hpos-qa-firebase-adminsdk.json')  # Replace with your own service account key path
 firebase_admin.initialize_app(cred)
 
 db = firestore.client()
@@ -28,7 +28,17 @@ df = pd.DataFrame(data)
 print(df)
 print(df.size)
 
-# print("duplicates", len(df['_id']) - len(df['_id'].drop_duplicates()))
+pattern_device_id = r'SNS\s+([^\s]+)\s+SNE'
+
+df['deviceId'] = df['deviceData'].str.extract(pattern_device_id)
+
+pattern_led = r'LED(\d+)_DAC: (\d+)'
+
+df_extracted = df['deviceData'].str.extractall(pattern_led).unstack().droplevel(0, axis=1)
+
+df_extracted.columns = [f'LED{col}_DAC' for col in df_extracted.columns]
+
+df = pd.concat([df, df_extracted], axis=1)
 
 output_filename = f'diagnostics_{datetime.today().strftime("%d_%m_%Y_%H_%M")}.xlsx'
 
@@ -36,7 +46,6 @@ downloads_dir = os.path.join(os.path.expanduser("~"), "Downloads")
 output_path = os.path.join(downloads_dir, output_filename)
 writer = pd.ExcelWriter(output_path, engine = 'openpyxl')
 df.to_excel(writer, sheet_name = 'data', index=False)
-# df_count.to_excel(writer, sheet_name = "count")
 writer.close()
 
 print(f"Data saved to '{output_path}'")