docstr: Test some values in the info dict.
  
  Mainly focused on the nearest neighbor info.
docstr_tok: ["Test","some","values","in","the","info","dict",".","Mainly","focused","on","the","nearest","neighbor","info","."]
code: def test_collect_info(self, issue_manager, embeddings):
      """Test some values in the info dict.
  
      Mainly focused on the nearest neighbor info.
      """
  
      issue_manager.find_issues(features=embeddings["embedding"])
      info = issue_manager.info
  
      nearest_neighbors = info["nearest_neighbor"]
      distances_to_nearest_neighbor = info[
          "distance_to_nearest_neighbor"
      ]
  
      assert nearest_neighbors == [
          3,
          0,
          3,
          0,
          2,
      ], "Nearest neighbors should be correct"
  
      assert pytest.approx(distances_to_nearest_neighbor, abs=1e-3) == [
          0.033,
          0.05,
          0.072,
          0.033,
          2.143,
      ], "Distances to nearest neighbor should be correct"
  
file_path: cleanlab/tests/datalab/issue_manager/test_outlier.py
imports: import numpy
  import pandas
  import pytest
  from cleanlab.datalab.internal.issue_manager.outlier import OutlierIssueManager
  from cleanlab.outlier import OutOfDistribution
label_desc: Use image node_id 9 for calling the TestOutlierIssueManager obj's underlying member method code with example usage: obj.test_collect_info(issue_manager, embeddings) without return types