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spaCy/spacy/tests/morphology/test_morph_pickle.py

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Fix exceptions for Morphology.__reduce__ (#5792) Pickle exceptions in the MORPH_RULES format instead of the internal format after the recent `Morphology.__init__` changes.
2020-07-22 13:00:25 +00:00
import pickle
Configure isort to use the Black profile, recursively isort the `spacy` module (#12721) * Use isort with Black profile * isort all the things * Fix import cycles as a result of import sorting * Add DOCBIN_ALL_ATTRS type definition * Add isort to requirements * Remove isort from build dependencies check * Typo
2023-06-14 15:48:41 +00:00
import pytest
Fix exceptions for Morphology.__reduce__ (#5792) Pickle exceptions in the MORPH_RULES format instead of the internal format after the recent `Morphology.__init__` changes.
2020-07-22 13:00:25 +00:00
from spacy.morphology import Morphology
from spacy.strings import StringStore
@pytest.fixture
def morphology():
Add Lemmatizer and simplify related components (#5848) * Add Lemmatizer and simplify related components * Add `Lemmatizer` pipe with `lookup` and `rule` modes using the `Lookups` tables. * Reduce `Tagger` to a simple tagger that sets `Token.tag` (no pos or lemma) * Reduce `Morphology` to only keep track of morph tags (no tag map, lemmatizer, or morph rules) * Remove lemmatizer from `Vocab` * Adjust many many tests Differences: * No default lookup lemmas * No special treatment of TAG in `from_array` and similar required * Easier to modify labels in a `Tagger` * No extra strings added from morphology / tag map * Fix test * Initial fix for Lemmatizer config/serialization * Adjust init test to be more generic * Adjust init test to force empty Lookups * Add simple cache to rule-based lemmatizer * Convert language-specific lemmatizers Convert language-specific lemmatizers to component lemmatizers. Remove previous lemmatizer class. * Fix French and Polish lemmatizers * Remove outdated UPOS conversions * Update Russian lemmatizer init in tests * Add minimal init/run tests for custom lemmatizers * Add option to overwrite existing lemmas * Update mode setting, lookup loading, and caching * Make `mode` an immutable property * Only enforce strict `load_lookups` for known supported modes * Move caching into individual `_lemmatize` methods * Implement strict when lang is not found in lookups * Fix tables/lookups in make_lemmatizer * Reallow provided lookups and allow for stricter checks * Add lookups asset to all Lemmatizer pipe tests * Rename lookups in lemmatizer init test * Clean up merge * Refactor lookup table loading * Add helper from `load_lemmatizer_lookups` that loads required and optional lookups tables based on settings provided by a config. Additional slight refactor of lookups: * Add `Lookups.set_table` to set a table from a provided `Table` * Reorder class definitions to be able to specify type as `Table` * Move registry assets into test methods * Refactor lookups tables config Use class methods within `Lemmatizer` to provide the config for particular modes and to load the lookups from a config. * Add pipe and score to lemmatizer * Simplify Tagger.score * Add missing import * Clean up imports and auto-format * Remove unused kwarg * Tidy up and auto-format * Update docstrings for Lemmatizer Update docstrings for Lemmatizer. Additionally modify `is_base_form` API to take `Token` instead of individual features. * Update docstrings * Remove tag map values from Tagger.add_label * Update API docs * Fix relative link in Lemmatizer API docs
2020-08-07 13:27:13 +00:00
morphology = Morphology(StringStore())
morphology.add("Feat1=Val1|Feat2=Val2")
morphology.add("Feat3=Val3|Feat4=Val4")
return morphology
Fix exceptions for Morphology.__reduce__ (#5792) Pickle exceptions in the MORPH_RULES format instead of the internal format after the recent `Morphology.__init__` changes.
2020-07-22 13:00:25 +00:00
def test_morphology_pickle_roundtrip(morphology):
b = pickle.dumps(morphology)
reloaded_morphology = pickle.loads(b)
Tidy up and auto-format
2020-08-09 20:36:23 +00:00
feat = reloaded_morphology.get(morphology.strings["Feat1=Val1|Feat2=Val2"])
assert feat == "Feat1=Val1|Feat2=Val2"
feat = reloaded_morphology.get(morphology.strings["Feat3=Val3|Feat4=Val4"])
assert feat == "Feat3=Val3|Feat4=Val4"