fixing verbose_argument

run_squad.py

@@ -406,7 +406,7 @@ RawResult = collections.namedtuple("RawResult",
 
 def write_predictions(all_examples, all_features, all_results, n_best_size,
                       max_answer_length, do_lower_case, output_prediction_file,
-                      output_nbest_file):
+                      output_nbest_file, verbose_logging):
     """Write final predictions to the json file."""
     logger.info("Writing predictions to: %s" % (output_prediction_file))
     logger.info("Writing nbest to: %s" % (output_nbest_file))
@@ -492,7 +492,7 @@ def write_predictions(all_examples, all_features, all_results, n_best_size,
             tok_text = " ".join(tok_text.split())
             orig_text = " ".join(orig_tokens)
 
-            final_text = get_final_text(tok_text, orig_text, do_lower_case)
+            final_text = get_final_text(tok_text, orig_text, do_lower_case, verbose_logging)
             if final_text in seen_predictions:
                 continue
 
@@ -538,7 +538,7 @@ def write_predictions(all_examples, all_features, all_results, n_best_size,
         writer.write(json.dumps(all_nbest_json, indent=4) + "\n")
 
 
-def get_final_text(pred_text, orig_text, do_lower_case):
+def get_final_text(pred_text, orig_text, do_lower_case, verbose_logging=False):
     """Project the tokenized prediction back to the original text."""
 
     # When we created the data, we kept track of the alignment between original
@@ -587,7 +587,7 @@ def get_final_text(pred_text, orig_text, do_lower_case):
 
     start_position = tok_text.find(pred_text)
     if start_position == -1:
-        if args.verbose_logging:
+        if verbose_logging:
             logger.info(
                 "Unable to find text: '%s' in '%s'" % (pred_text, orig_text))
         return orig_text
@@ -597,7 +597,7 @@ def get_final_text(pred_text, orig_text, do_lower_case):
     (tok_ns_text, tok_ns_to_s_map) = _strip_spaces(tok_text)
 
     if len(orig_ns_text) != len(tok_ns_text):
-        if args.verbose_logging:
+        if verbose_logging:
             logger.info("Length not equal after stripping spaces: '%s' vs '%s'",
                             orig_ns_text, tok_ns_text)
         return orig_text
@@ -615,7 +615,7 @@ def get_final_text(pred_text, orig_text, do_lower_case):
             orig_start_position = orig_ns_to_s_map[ns_start_position]
 
     if orig_start_position is None:
-        if args.verbose_logging:
+        if verbose_logging:
             logger.info("Couldn't map start position")
         return orig_text
 
@@ -626,7 +626,7 @@ def get_final_text(pred_text, orig_text, do_lower_case):
             orig_end_position = orig_ns_to_s_map[ns_end_position]
 
     if orig_end_position is None:
-        if args.verbose_logging:
+        if verbose_logging:
             logger.info("Couldn't map end position")
         return orig_text
 
@@ -949,7 +949,7 @@ def main():
         write_predictions(eval_examples, eval_features, all_results,
                           args.n_best_size, args.max_answer_length,
                           args.do_lower_case, output_prediction_file,
-                          output_nbest_file)
+                          output_nbest_file, args.verbose_logging)
 
 
 if __name__ == "__main__":