code: def tag_map():
      return {
          ".": {"POS": "PUNCT", "PunctType": "peri"},
          ",": {"POS": "PUNCT", "PunctType": "comm"},
      }
  
imports: import numpy
  import pytest
  from spacy import registry, util
  from spacy.lang.en import English
  from spacy.pipeline import AttributeRuler
  from spacy.tokens import Doc
  from spacy.training import Example
  from ..util import make_tempdir
label_desc: Use image node_id 3 for calling a global function with example usage: tag_map() and returns: dict