mirror of
https://github.com/explosion/spaCy.git
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aea16719be
* Change enable/disable behavior so that arguments take precedence over config options. Extend error message on conflict. Add warning message in case of overwriting config option with arguments. * Fix tests in test_serialize_pipeline.py to reflect changes to handling of enable/disable. * Fix type issue. * Move comment. * Move comment. * Issue UserWarning instead of printing wasabi message. Adjust test. * Added pytest.warns(UserWarning) for expected warning to fix tests. * Update warning message. * Move type handling out of fetch_pipes_status(). * Add global variable for default value. Use id() to determine whether used values are default value. * Fix default value for disable. * Rename DEFAULT_PIPE_STATUS to _DEFAULT_EMPTY_PIPES.
83 lines
2.9 KiB
Python
83 lines
2.9 KiB
Python
from typing import Union, Iterable, Dict, Any
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from pathlib import Path
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import sys
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# set library-specific custom warning handling before doing anything else
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from .errors import setup_default_warnings
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setup_default_warnings() # noqa: E402
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# These are imported as part of the API
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from thinc.api import prefer_gpu, require_gpu, require_cpu # noqa: F401
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from thinc.api import Config
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from . import pipeline # noqa: F401
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from .cli.info import info # noqa: F401
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from .glossary import explain # noqa: F401
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from .about import __version__ # noqa: F401
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from .util import registry, logger # noqa: F401
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from .errors import Errors
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from .language import Language
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from .vocab import Vocab
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from . import util
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if sys.maxunicode == 65535:
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raise SystemError(Errors.E130)
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def load(
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name: Union[str, Path],
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*,
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vocab: Union[Vocab, bool] = True,
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disable: Union[str, Iterable[str]] = util._DEFAULT_EMPTY_PIPES,
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enable: Union[str, Iterable[str]] = util._DEFAULT_EMPTY_PIPES,
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exclude: Union[str, Iterable[str]] = util._DEFAULT_EMPTY_PIPES,
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config: Union[Dict[str, Any], Config] = util.SimpleFrozenDict(),
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) -> Language:
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"""Load a spaCy model from an installed package or a local path.
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name (str): Package name or model path.
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vocab (Vocab): A Vocab object. If True, a vocab is created.
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disable (Union[str, Iterable[str]]): Name(s) of pipeline component(s) to disable. Disabled
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pipes will be loaded but they won't be run unless you explicitly
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enable them by calling nlp.enable_pipe.
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enable (Union[str, Iterable[str]]): Name(s) of pipeline component(s) to enable. All other
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pipes will be disabled (but can be enabled later using nlp.enable_pipe).
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exclude (Union[str, Iterable[str]]): Name(s) of pipeline component(s) to exclude. Excluded
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components won't be loaded.
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config (Dict[str, Any] / Config): Config overrides as nested dict or dict
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keyed by section values in dot notation.
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RETURNS (Language): The loaded nlp object.
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"""
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return util.load_model(
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name,
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vocab=vocab,
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disable=disable,
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enable=enable,
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exclude=exclude,
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config=config,
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)
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def blank(
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name: str,
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*,
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vocab: Union[Vocab, bool] = True,
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config: Union[Dict[str, Any], Config] = util.SimpleFrozenDict(),
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meta: Dict[str, Any] = util.SimpleFrozenDict(),
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) -> Language:
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"""Create a blank nlp object for a given language code.
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name (str): The language code, e.g. "en".
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vocab (Vocab): A Vocab object. If True, a vocab is created.
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config (Dict[str, Any] / Config): Optional config overrides.
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meta (Dict[str, Any]): Overrides for nlp.meta.
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RETURNS (Language): The nlp object.
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"""
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LangClass = util.get_lang_class(name)
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# We should accept both dot notation and nested dict here for consistency
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config = util.dot_to_dict(config)
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return LangClass.from_config(config, vocab=vocab, meta=meta)
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