def test_hash_update(self):
hasher = Hasher()
for x in ["hello", Foo("hello")]:
hasher.update(x)
hash1 = hasher.hexdigest()
hasher = Hasher()
for x in ["hello", Foo("hello")]:
hasher.update(x)
hash2 = hasher.hexdigest()
hasher = Hasher()
for x in ["there", Foo("there")]:
hasher.update(x)
hash3 = hasher.hexdigest()
self.assertEqual(hash1, hash2)
self.assertNotEqual(hash1, hash3)
def test_dependency_on_dill():
# AttributeError: module 'dill._dill' has no attribute 'stack'
hasher = Hasher()
hasher.update(lambda x: x)
def _create_fingerprint_for_instance_list(self, pipeline: "Pipeline") -> str:
"""Create a fingerprint for the instance list
The fingerprint is based on:
- the fingerprint of the previous dataset
- the tokenizer config
- the indexer config of the features
- the biome__version__, allennlp__version__ and spaCy__version__ just to be completely sure!
Parameters
----------
pipeline
Pipeline with the tokenizer and indexer config of the features
Returns
-------
fingerprint
String of hexadecimal digits
"""
hasher = Hasher()
hasher.update(self.dataset._fingerprint) # necessary evil ...
hasher.update(vars(pipeline.backbone.tokenizer.config))
for feature in pipeline.config.features:
hasher.update(feature.config["indexer"])
hasher.update(biome__version__)
hasher.update(allennlp__version__)
hasher.update(spacy__version__)
return hasher.hexdigest()