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Fix passing of component configuration (#5374)
* add kwargs to to_disk methods in docs - otherwise crashes on 'exclude' argument * add fix and test for Issue 5137
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spacy/tests/regression/test_issue5137.py
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33
spacy/tests/regression/test_issue5137.py
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import spacy
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from spacy.language import Language
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from spacy.lang.en import English
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from spacy.tests.util import make_tempdir
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def test_issue5137():
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class MyComponent(object):
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name = "my_component"
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def __init__(self, nlp, **cfg):
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self.nlp = nlp
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self.categories = cfg.get("categories", "all_categories")
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def __call__(self, doc):
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pass
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def to_disk(self, path, **kwargs):
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pass
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def from_disk(self, path, **cfg):
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pass
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Language.factories["my_component"] = lambda nlp, **cfg: MyComponent(nlp, **cfg)
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nlp = English()
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nlp.add_pipe(nlp.create_pipe("my_component"))
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assert nlp.get_pipe("my_component").categories == "all_categories"
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with make_tempdir() as tmpdir:
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nlp.to_disk(tmpdir)
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nlp2 = spacy.load(tmpdir, categories="my_categories")
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assert nlp2.get_pipe("my_component").categories == "my_categories"
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@ -208,6 +208,7 @@ def load_model_from_path(model_path, meta=False, **overrides):
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for name in pipeline:
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if name not in disable:
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config = meta.get("pipeline_args", {}).get(name, {})
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config.update(overrides)
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factory = factories.get(name, name)
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component = nlp.create_pipe(factory, config=config)
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nlp.add_pipe(component, name=name)
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@ -216,7 +216,7 @@ class CustomComponent(object):
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# Add something to the component's data
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self.data.append(data)
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def to_disk(self, path):
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def to_disk(self, path, **kwargs):
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# This will receive the directory path + /my_component
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data_path = path / "data.json"
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with data_path.open("w", encoding="utf8") as f:
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@ -461,7 +461,7 @@ model. When you save out a model using `nlp.to_disk` and the component exposes a
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`to_disk` method, it will be called with the disk path.
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```python
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def to_disk(self, path):
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def to_disk(self, path, **kwargs):
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snek_path = path / "snek.txt"
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with snek_path.open("w", encoding="utf8") as snek_file:
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snek_file.write(self.snek)
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