# coding: utf8 from __future__ import unicode_literals import pytest from ...language import Language @pytest.fixture def nlp(): return Language() def new_pipe(doc): return doc def test_add_pipe_no_name(nlp): nlp.add_pipe(new_pipe) assert 'new_pipe' in nlp.pipe_names def test_add_pipe_duplicate_name(nlp): nlp.add_pipe(new_pipe, name='duplicate_name') with pytest.raises(ValueError): nlp.add_pipe(new_pipe, name='duplicate_name') @pytest.mark.parametrize('name', ['parser']) def test_add_pipe_first(nlp, name): nlp.add_pipe(new_pipe, name=name, first=True) assert nlp.pipeline[0][0] == name @pytest.mark.parametrize('name1,name2', [('parser', 'lambda_pipe')]) def test_add_pipe_last(nlp, name1, name2): nlp.add_pipe(lambda doc: doc, name=name2) nlp.add_pipe(new_pipe, name=name1, last=True) assert nlp.pipeline[0][0] != name1 assert nlp.pipeline[-1][0] == name1 def test_cant_add_pipe_first_and_last(nlp): with pytest.raises(ValueError): nlp.add_pipe(new_pipe, first=True, last=True) @pytest.mark.parametrize('name', ['my_component']) def test_get_pipe(nlp, name): with pytest.raises(KeyError): nlp.get_pipe(name) nlp.add_pipe(new_pipe, name=name) assert nlp.get_pipe(name) == new_pipe @pytest.mark.parametrize('name,replacement', [('my_component', lambda doc: doc)]) def test_replace_pipe(nlp, name, replacement): with pytest.raises(ValueError): nlp.replace_pipe(name, new_pipe) nlp.add_pipe(new_pipe, name=name) nlp.replace_pipe(name, replacement) assert nlp.get_pipe(name) != new_pipe assert nlp.get_pipe(name) == replacement @pytest.mark.parametrize('old_name,new_name', [('old_pipe', 'new_pipe')]) def test_rename_pipe(nlp, old_name, new_name): with pytest.raises(ValueError): nlp.rename_pipe(old_name, new_name) nlp.add_pipe(new_pipe, name=old_name) nlp.rename_pipe(old_name, new_name) assert nlp.pipeline[0][0] == new_name @pytest.mark.parametrize('name', ['my_component']) def test_remove_pipe(nlp, name): with pytest.raises(ValueError): nlp.remove_pipe(name) nlp.add_pipe(new_pipe, name=name) assert len(nlp.pipeline) == 1 removed_name, removed_component = nlp.remove_pipe(name) assert not len(nlp.pipeline) assert removed_name == name assert removed_component == new_pipe @pytest.mark.parametrize('name', ['my_component']) def test_disable_pipes_method(nlp, name): nlp.add_pipe(new_pipe, name=name) assert nlp.has_pipe(name) disabled = nlp.disable_pipes(name) assert not nlp.has_pipe(name) disabled.restore() @pytest.mark.parametrize('name', ['my_component']) def test_disable_pipes_context(nlp, name): nlp.add_pipe(new_pipe, name=name) assert nlp.has_pipe(name) with nlp.disable_pipes(name): assert not nlp.has_pipe(name) assert nlp.has_pipe(name)