code: def test_init_from_indexed_examples_with_inconsistent_ids(self):
      # This test ensures that the IndexedInput.id property supersedes the
      # JsonDict._id property if both are provided but their values are different.
      indexed_examples: list[lit_types.IndexedInput] = [
          lit_types.IndexedInput(
              data=types.MappingProxyType(
                  {
                      "parity": "odd",
                      "text": "one",
                      "value": 1,
                      "_id": "odd-1-one",
                  }
              ),
              id="one-1-odd",
              meta=lit_types.InputMetadata(
                  added=None, parentId=None, source=None
              ),
          ),
          lit_types.IndexedInput(
              data=types.MappingProxyType(
                  {
                      "parity": "even",
                      "text": "two",
                      "value": 2,
                      "_id": "even-2-two",
                  }
              ),
              id="two-2-even",
              meta=lit_types.InputMetadata(
                  added=None, parentId=None, source=None
              ),
          ),
          lit_types.IndexedInput(
              data=types.MappingProxyType(
                  {
                      "parity": "odd",
                      "text": "three",
                      "value": 3,
                      "_id": "odd-3-three",
                  }
              ),
              id="three-3-odd",
              meta=lit_types.InputMetadata(
                  added=None, parentId=None, source=None
              ),
          ),
      ]
  
      dataset = lit_dataset.IndexedDataset(
          spec=self._DATASET_SPEC, indexed_examples=indexed_examples
      )
  
      for indexed_example, example, original in zip(
          dataset.indexed_examples, dataset.examples, indexed_examples
      ):
          self.assertEqual(example["_id"], original["id"])
          self.assertEqual(indexed_example["id"], original["id"])
          self.assertEqual(indexed_example["meta"], example["_meta"])
  
          original_data = original["data"]
          self.assertNotEqual(example["_id"], original_data["_id"])
          self.assertNotEqual(
              indexed_example["id"], original_data["_id"]
          )
  
          for key in dataset.spec().keys():
              self.assertEqual(example[key], original_data[key])
              self.assertEqual(
                  indexed_example["data"][key], original_data[key]
              )
  
imports: import os
  import types
  from absl.testing import absltest
  from absl.testing import parameterized
  from lit_nlp.api import dataset
  from lit_nlp.api import types
  import numpy
label_desc: Use image node_id 6 for calling the IndexedDatasetTest obj's underlying member method code with example usage: obj.test_init_from_indexed_examples_with_inconsistent_ids() without return types