mirror of
https://github.com/explosion/spaCy.git
synced 2024-09-21 11:29:13 +03:00
109 lines
4.1 KiB
Python
109 lines
4.1 KiB
Python
from typing import Tuple
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from pathlib import Path
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import sys
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import requests
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from wasabi import msg, Printer
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from ._app import app
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from .. import about
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from ..util import get_package_version, get_installed_models, get_base_version
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from ..util import get_package_path, get_model_meta, is_compatible_version
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@app.command("validate")
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def validate_cli():
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"""
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Validate that the currently installed version of spaCy is compatible
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with the installed models. Should be run after `pip install -U spacy`.
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"""
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validate()
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def validate() -> None:
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model_pkgs, compat = get_model_pkgs()
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spacy_version = get_base_version(about.__version__)
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current_compat = compat.get(spacy_version, {})
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if not current_compat:
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msg.warn(f"No compatible models found for v{spacy_version} of spaCy")
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incompat_models = {d["name"] for _, d in model_pkgs.items() if not d["compat"]}
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na_models = [m for m in incompat_models if m not in current_compat]
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update_models = [m for m in incompat_models if m in current_compat]
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spacy_dir = Path(__file__).parent.parent
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msg.divider(f"Installed models (spaCy v{about.__version__})")
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msg.info(f"spaCy installation: {spacy_dir}")
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if model_pkgs:
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header = ("NAME", "SPACY", "VERSION", "")
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rows = []
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for name, data in model_pkgs.items():
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if data["compat"]:
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comp = msg.text("", color="green", icon="good", no_print=True)
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version = msg.text(data["version"], color="green", no_print=True)
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else:
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version = msg.text(data["version"], color="red", no_print=True)
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comp = f"--> {compat.get(data['name'], ['n/a'])[0]}"
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rows.append((data["name"], data["spacy"], version, comp))
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msg.table(rows, header=header)
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else:
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msg.text("No models found in your current environment.", exits=0)
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if update_models:
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msg.divider("Install updates")
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msg.text("Use the following commands to update the model packages:")
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cmd = "python -m spacy download {}"
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print("\n".join([cmd.format(pkg) for pkg in update_models]) + "\n")
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if na_models:
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msg.info(
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f"The following models are custom spaCy models or not "
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f"available for spaCy v{about.__version__}:",
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", ".join(na_models),
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)
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if incompat_models:
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sys.exit(1)
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def get_model_pkgs(silent: bool = False) -> Tuple[dict, dict]:
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msg = Printer(no_print=silent, pretty=not silent)
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with msg.loading("Loading compatibility table..."):
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r = requests.get(about.__compatibility__)
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if r.status_code != 200:
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msg.fail(
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f"Server error ({r.status_code})",
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"Couldn't fetch compatibility table.",
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exits=1,
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)
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msg.good("Loaded compatibility table")
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compat = r.json()["spacy"]
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all_models = set()
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installed_models = get_installed_models()
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for spacy_v, models in dict(compat).items():
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all_models.update(models.keys())
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for model, model_vs in models.items():
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compat[spacy_v][model] = [reformat_version(v) for v in model_vs]
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pkgs = {}
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for pkg_name in installed_models:
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package = pkg_name.replace("-", "_")
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version = get_package_version(pkg_name)
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if package in compat:
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is_compat = version in compat[package]
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spacy_version = about.__version__
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else:
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model_path = get_package_path(package)
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model_meta = get_model_meta(model_path)
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spacy_version = model_meta.get("spacy_version", "n/a")
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is_compat = is_compatible_version(about.__version__, spacy_version)
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pkgs[pkg_name] = {
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"name": package,
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"version": version,
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"spacy": spacy_version,
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"compat": is_compat,
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}
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return pkgs, compat
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def reformat_version(version: str) -> str:
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"""Hack to reformat old versions ending on '-alpha' to match pip format."""
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if version.endswith("-alpha"):
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return version.replace("-alpha", "a0")
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return version.replace("-alpha", "a")
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