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e962784531
* 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 * Fix French and Polish lemmatizers * Remove outdated UPOS conversions * Update Russian lemmatizer init in tests * Add minimal init/run tests for custom lemmatizers * Add option to overwrite existing lemmas *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
50 lines
1.3 KiB
Python
50 lines
1.3 KiB
Python
import pytest
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from spacy.morphology import Morphology
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from spacy.strings import StringStore, get_string_id
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@pytest.fixture
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def morphology():
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return Morphology(StringStore())
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def test_init(morphology):
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pass
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def test_add_morphology_with_string_names(morphology):
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morphology.add({"Case": "gen", "Number": "sing"})
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def test_add_morphology_with_int_ids(morphology):
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morphology.strings.add("Case")
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morphology.strings.add("gen")
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morphology.strings.add("Number")
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morphology.strings.add("sing")
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morphology.add(
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{
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get_string_id("Case"): get_string_id("gen"),
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get_string_id("Number"): get_string_id("sing"),
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}
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)
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def test_add_morphology_with_mix_strings_and_ints(morphology):
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morphology.strings.add("PunctSide")
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morphology.strings.add("ini")
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morphology.add(
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{get_string_id("PunctSide"): get_string_id("ini"), "VerbType": "aux"}
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)
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def test_morphology_tags_hash_distinctly(morphology):
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tag1 = morphology.add({"PunctSide": "ini", "VerbType": "aux"})
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tag2 = morphology.add({"Case": "gen", "Number": "sing"})
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assert tag1 != tag2
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def test_morphology_tags_hash_independent_of_order(morphology):
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tag1 = morphology.add({"Case": "gen", "Number": "sing"})
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tag2 = morphology.add({"Number": "sing", "Case": "gen"})
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assert tag1 == tag2
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