code: def __repr__(self):
      return f"Commit({self.commit_hash}, {self.category}, {self.topic}, {self.title})"
  
imports: import argparse
  import csv
  import dataclasses
  import os
  import pprint
  import re
  from collections import defaultdict
  from pathlib import Path
  from typing import List
  import common
  from common import features_to_dict, frontend_categories, get_commit_data_cache, get_features, run, topics
label_desc: Use image node_id 1 for calling the Commit obj's underlying member method code with example usage: obj.__repr__() and returns: str, self, str, self, str, self, str, self, str