updated the create_csv, looped the number of items

app.py

@@ -260,13 +260,13 @@ def create_csv():
             'TRANSACTIONDATE', 'TRANSACTIONTIME', 'ITEMS',
             'PRICE', 'TOTAL', 'VATTAX'
         ]
-
+#  Save
         # Iterate through JSON files in the folder
         for filename in os.listdir(json_folder_path):
             if filename.endswith(".json"):
                 json_file_path = os.path.join(json_folder_path, filename)
 
-                with open(json_file_path, 'r') as file:
+                with open(json_file_path, 'r', encoding='utf-8') as file:
                     data = json.load(file)
                     all_data = data.get('output', [])
 
@@ -277,21 +277,29 @@ def create_csv():
                     text = item['text'].replace('|', '')  # Strip the pipe character
                     if label == 'VATTAX' or label == 'TOTAL':
                         text = replace_symbols_with_period(text.replace(' ', ''))  # Remove spaces and replace symbols with periods
-                    if label in label_texts:
-                        label_texts[label].append(text)
+                    
+                    if label == 'TRANSACTIONTIME':
+                        # Concatenate all words for 'TRANSACTIONTIME' labels
+                        if label in label_texts:
+                            label_texts[label][0] += ": " + text  # Add a colon and a space before the text
+                        else:
+                            label_texts[label] = [text]
                     else:
-                        label_texts[label] = [text]
+                        if label in label_texts:
+                            label_texts[label].append(text)
+                        else:
+                            label_texts[label] = [text]
 
                 # Writing data to CSV file with ordered columns
                 csv_file_path = os.path.join(output_folder_path, os.path.splitext(filename)[0] + '.csv')
-                with open(csv_file_path, 'w', newline='') as csvfile:
+                with open(csv_file_path, 'w', encoding='utf-8') as csvfile:
                     csv_writer = csv.DictWriter(csvfile, fieldnames=column_order, delimiter=",")
                     if os.path.getsize(csv_file_path) == 0:
                         csv_writer.writeheader()
 
                     # Constructing rows for the CSV file
-                    max_length = max(len(v) for v in label_texts.values())
-                    for i in range(max_length):
+                    num_items = len(label_texts.get('ITEMS', []))
+                    for i in range(num_items):
                         row_data = {}
                         for label in column_order:
                             if label in label_texts:  # Check if the label exists in the dictionary
@@ -306,9 +314,9 @@ def create_csv():
                                 row_data[label] = ''  # If the label does not exist, set the value to an empty string
                         csv_writer.writerow(row_data)
 
-        # Combining contents of CSV files into a single CSV file
+            # Combining contents of CSV files into a single CSV file
         output_file_path = r"static/temp/inferenced/output.csv"
-        with open(output_file_path, 'w', newline='') as combined_csvfile:
+        with open(output_file_path, 'w', newline='', encoding='utf-8') as combined_csvfile:
             combined_csv_writer = csv.DictWriter(combined_csvfile, fieldnames=column_order, delimiter=",")
             combined_csv_writer.writeheader()
 
@@ -318,7 +326,7 @@ def create_csv():
                     csv_file_path = os.path.join(output_folder_path, csv_filename)
 
                     # Read data from CSV file and write to the combined CSV file
-                    with open(csv_file_path, 'r') as csv_file:
+                    with open(csv_file_path, 'r', encoding='utf-8') as csv_file:
                         csv_reader = csv.DictReader(csv_file)
                         for row in csv_reader:
                             combined_csv_writer.writerow(row)