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EditTreeLemmatizer: correctly add strings when initializing from labels (#11934)
Strings in replacement nodes where not added to the `StringStore` when `EditTreeLemmatizer` was initialized from a set of labels. The corresponding test did not capture this because it added the strings through the examples that were passed to the initialization. This change fixes both this bug in the initialization as the 'shadowing' of the bug in the test.
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@ -331,9 +331,9 @@ class EditTreeLemmatizer(TrainablePipe):
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tree = dict(tree)
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if "orig" in tree:
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tree["orig"] = self.vocab.strings[tree["orig"]]
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tree["orig"] = self.vocab.strings.add(tree["orig"])
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if "orig" in tree:
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tree["subst"] = self.vocab.strings[tree["subst"]]
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tree["subst"] = self.vocab.strings.add(tree["subst"])
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trees.append(tree)
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@ -60,10 +60,45 @@ def test_initialize_from_labels():
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nlp2 = Language()
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lemmatizer2 = nlp2.add_pipe("trainable_lemmatizer")
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lemmatizer2.initialize(
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get_examples=lambda: train_examples,
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# We want to check that the strings in replacement nodes are
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# added to the string store. Avoid that they get added through
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# the examples.
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get_examples=lambda: train_examples[:1],
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labels=lemmatizer.label_data,
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)
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assert lemmatizer2.tree2label == {1: 0, 3: 1, 4: 2, 6: 3}
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assert lemmatizer2.label_data == {
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"trees": [
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{"orig": "S", "subst": "s"},
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{
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"prefix_len": 1,
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"suffix_len": 0,
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"prefix_tree": 0,
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"suffix_tree": 4294967295,
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},
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{"orig": "s", "subst": ""},
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{
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"prefix_len": 0,
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"suffix_len": 1,
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"prefix_tree": 4294967295,
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"suffix_tree": 2,
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},
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{
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"prefix_len": 0,
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"suffix_len": 0,
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"prefix_tree": 4294967295,
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"suffix_tree": 4294967295,
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},
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{"orig": "E", "subst": "e"},
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{
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"prefix_len": 1,
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"suffix_len": 0,
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"prefix_tree": 5,
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"suffix_tree": 4294967295,
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},
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],
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"labels": (1, 3, 4, 6),
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}
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def test_no_data():
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