Fixed quotation issues

textattack/commands/augment_command.py

@@ -140,14 +140,36 @@ def run(self, args):
             # Read in CSV file as a list of dictionaries. Use the CSV sniffer to
             # try and automatically infer the correct CSV format.
             csv_file = open(args.input_csv, "r")
+
+            # mark where commas and quotes occur within the text value
+            def markQuotes(lines):
+                for row in lines:
+                    row = row.replace('"', '"/')
+                    yield row
+
             dialect = csv.Sniffer().sniff(csv_file.readline(), delimiters=";,")
             csv_file.seek(0)
             rows = [
                 row
                 for row in csv.DictReader(
-                    csv_file, dialect=dialect, skipinitialspace=True
+                    markQuotes(csv_file),
+                    dialect=dialect,
+                    skipinitialspace=True,
                 )
             ]
+
+            # replace markings with quotations and commas
+            for row in rows:
+                for item in row:
+                    i = 0
+                    while i < len(row[item]):
+                        if row[item][i] == "/":
+                            if row[item][i - 1] == '"':
+                                row[item] = row[item][:i] + row[item][i + 1 :]
+                            else:
+                                row[item] = row[item][:i] + '"' + row[item][i + 1 :]
+                        i += 1
+
             # Validate input column.
             row_keys = set(rows[0].keys())
             if args.input_column not in row_keys:
@@ -174,20 +196,30 @@ def run(self, args):
                     augmented_row = row.copy()
                     augmented_row[args.input_column] = augmentation
                     output_rows.append(augmented_row)
+
             # Print to file.
             with open(args.output_csv, "w") as outfile:
                 csv_writer = csv.writer(
-                    outfile, delimiter=",", quotechar='"', quoting=csv.QUOTE_MINIMAL
+                    outfile, delimiter=",", quotechar="/", quoting=csv.QUOTE_MINIMAL
                 )
                 # Write header.
                 csv_writer.writerow(output_rows[0].keys())
                 # Write rows.
                 for row in output_rows:
                     csv_writer.writerow(row.values())
+
             textattack.shared.logger.info(
                 f"Wrote {len(output_rows)} augmentations to {args.output_csv} in {time.time() - start_time}s."
             )
 
+            # Remove extra markings in output file
+            with open(args.output_csv, "r") as file:
+                data = file.readlines()
+            for i in range(len(data)):
+                data[i] = data[i].replace("/", "")
+            with open(args.output_csv, "w") as file:
+                file.writelines(data)
+
     @staticmethod
     def register_subcommand(main_parser: ArgumentParser):
         parser = main_parser.add_parser(