mirror of https://github.com/explosion/spaCy.git
126 lines
4.3 KiB
Python
126 lines
4.3 KiB
Python
from typing import Optional, Dict, Any, Union, List
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import platform
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from pathlib import Path
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from wasabi import Printer, MarkdownRenderer
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import srsly
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from ._util import app, Arg, Opt, string_to_list
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from .. import util
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from .. import about
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@app.command("info")
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def info_cli(
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# fmt: off
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model: Optional[str] = Arg(None, help="Optional loadable spaCy pipeline"),
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markdown: bool = Opt(False, "--markdown", "-md", help="Generate Markdown for GitHub issues"),
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silent: bool = Opt(False, "--silent", "-s", "-S", help="Don't print anything (just return)"),
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exclude: Optional[str] = Opt("labels", "--exclude", "-e", help="Comma-separated keys to exclude from the print-out"),
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# fmt: on
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):
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"""
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Print info about spaCy installation. If a pipeline is specified as an argument,
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print its meta information. Flag --markdown prints details in Markdown for easy
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copy-pasting to GitHub issues.
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DOCS: https://nightly.spacy.io/api/cli#info
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"""
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exclude = string_to_list(exclude)
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info(model, markdown=markdown, silent=silent, exclude=exclude)
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def info(
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model: Optional[str] = None, *, markdown: bool = False, silent: bool = True, exclude: List[str]
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) -> Union[str, dict]:
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msg = Printer(no_print=silent, pretty=not silent)
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if model:
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title = f"Info about pipeline '{model}'"
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data = info_model(model, silent=silent)
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else:
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title = "Info about spaCy"
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data = info_spacy()
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raw_data = {k.lower().replace(" ", "_"): v for k, v in data.items()}
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if "Pipelines" in data and isinstance(data["Pipelines"], dict):
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data["Pipelines"] = ", ".join(
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f"{n} ({v})" for n, v in data["Pipelines"].items()
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)
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markdown_data = get_markdown(data, title=title, exclude=exclude)
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if markdown:
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if not silent:
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print(markdown_data)
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return markdown_data
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if not silent:
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table_data = {k: v for k, v in data.items() if k not in exclude}
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msg.table(table_data, title=title)
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return raw_data
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def info_spacy() -> Dict[str, any]:
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"""Generate info about the current spaCy intallation.
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RETURNS (dict): The spaCy info.
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"""
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all_models = {}
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for pkg_name in util.get_installed_models():
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package = pkg_name.replace("-", "_")
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all_models[package] = util.get_package_version(pkg_name)
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return {
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"spaCy version": about.__version__,
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"Location": str(Path(__file__).parent.parent),
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"Platform": platform.platform(),
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"Python version": platform.python_version(),
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"Pipelines": all_models,
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}
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def info_model(model: str, *, silent: bool = True) -> Dict[str, Any]:
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"""Generate info about a specific model.
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model (str): Model name of path.
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silent (bool): Don't print anything, just return.
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RETURNS (dict): The model meta.
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"""
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msg = Printer(no_print=silent, pretty=not silent)
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if util.is_package(model):
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model_path = util.get_package_path(model)
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else:
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model_path = Path(model)
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meta_path = model_path / "meta.json"
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if not meta_path.is_file():
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msg.fail("Can't find pipeline meta.json", meta_path, exits=1)
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meta = srsly.read_json(meta_path)
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if model_path.resolve() != model_path:
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meta["source"] = str(model_path.resolve())
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else:
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meta["source"] = str(model_path)
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return {
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k: v for k, v in meta.items() if k not in ("accuracy", "performance", "speed")
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}
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def get_markdown(data: Dict[str, Any], title: Optional[str] = None, exclude: List[str] = None) -> str:
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"""Get data in GitHub-flavoured Markdown format for issues etc.
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data (dict or list of tuples): Label/value pairs.
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title (str / None): Title, will be rendered as headline 2.
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RETURNS (str): The Markdown string.
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"""
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md = MarkdownRenderer()
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if title:
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md.add(md.title(2, title))
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items = []
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for key, value in data.items():
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if exclude and key in exclude:
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continue
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if isinstance(value, str):
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try:
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existing_path = Path(value).exists()
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except:
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# invalid Path, like a URL string
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existing_path = False
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if existing_path:
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continue
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items.append(f"{md.bold(f'{key}:')} {value}")
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md.add(md.list(items))
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return f"\n{md.text}\n"
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