mirror of
https://github.com/explosion/spaCy.git
synced 2025-11-04 09:57:26 +03:00
e2b70df012
* Use isort with Black profile * isort all the things * Fix import cycles as a result of import sorting * Add DOCBIN_ALL_ATTRS type definition * Add isort to requirements * Remove isort from build dependencies check * Typo
124 lines
4.5 KiB
Python
124 lines
4.5 KiB
Python
import sys
|
|
import warnings
|
|
from pathlib import Path
|
|
from typing import Tuple
|
|
|
|
import requests
|
|
from wasabi import Printer, msg
|
|
|
|
from .. import about
|
|
from ..util import (
|
|
get_installed_models,
|
|
get_minor_version,
|
|
get_model_meta,
|
|
get_package_path,
|
|
get_package_version,
|
|
is_compatible_version,
|
|
)
|
|
from ._util import app
|
|
|
|
|
|
@app.command("validate")
|
|
def validate_cli():
|
|
"""
|
|
Validate the currently installed pipeline packages and spaCy version. Checks
|
|
if the installed packages are compatible and shows upgrade instructions if
|
|
available. Should be run after `pip install -U spacy`.
|
|
|
|
DOCS: https://spacy.io/api/cli#validate
|
|
"""
|
|
validate()
|
|
|
|
|
|
def validate() -> None:
|
|
model_pkgs, compat = get_model_pkgs()
|
|
spacy_version = get_minor_version(about.__version__)
|
|
current_compat = compat.get(spacy_version, {})
|
|
if not current_compat:
|
|
msg.warn(f"No compatible packages found for v{spacy_version} of spaCy")
|
|
incompat_models = {d["name"] for _, d in model_pkgs.items() if not d["compat"]}
|
|
na_models = [m for m in incompat_models if m not in current_compat]
|
|
update_models = [m for m in incompat_models if m in current_compat]
|
|
spacy_dir = Path(__file__).parent.parent
|
|
|
|
msg.divider(f"Installed pipeline packages (spaCy v{about.__version__})")
|
|
msg.info(f"spaCy installation: {spacy_dir}")
|
|
|
|
if model_pkgs:
|
|
header = ("NAME", "SPACY", "VERSION", "")
|
|
rows = []
|
|
for name, data in model_pkgs.items():
|
|
if data["compat"]:
|
|
comp = msg.text("", color="green", icon="good", no_print=True)
|
|
version = msg.text(data["version"], color="green", no_print=True)
|
|
else:
|
|
version = msg.text(data["version"], color="yellow", no_print=True)
|
|
comp = f"--> {current_compat.get(data['name'], ['n/a'])[0]}"
|
|
rows.append((data["name"], data["spacy"], version, comp))
|
|
msg.table(rows, header=header)
|
|
else:
|
|
msg.text("No pipeline packages found in your current environment.", exits=0)
|
|
if update_models:
|
|
msg.divider("Install updates")
|
|
msg.text("Use the following commands to update the packages:")
|
|
cmd = "python -m spacy download {}"
|
|
print("\n".join([cmd.format(pkg) for pkg in update_models]) + "\n")
|
|
if na_models:
|
|
msg.info(
|
|
f"The following packages are custom spaCy pipelines or not "
|
|
f"available for spaCy v{about.__version__}:",
|
|
", ".join(na_models),
|
|
)
|
|
if incompat_models:
|
|
sys.exit(1)
|
|
|
|
|
|
def get_model_pkgs(silent: bool = False) -> Tuple[dict, dict]:
|
|
msg = Printer(no_print=silent, pretty=not silent)
|
|
with msg.loading("Loading compatibility table..."):
|
|
r = requests.get(about.__compatibility__)
|
|
if r.status_code != 200:
|
|
msg.fail(
|
|
f"Server error ({r.status_code})",
|
|
"Couldn't fetch compatibility table.",
|
|
exits=1,
|
|
)
|
|
msg.good("Loaded compatibility table")
|
|
compat = r.json()["spacy"]
|
|
all_models = set()
|
|
with warnings.catch_warnings():
|
|
warnings.filterwarnings("ignore", message="\\[W09[45]")
|
|
installed_models = get_installed_models()
|
|
for spacy_v, models in dict(compat).items():
|
|
all_models.update(models.keys())
|
|
for model, model_vs in models.items():
|
|
compat[spacy_v][model] = [reformat_version(v) for v in model_vs]
|
|
pkgs = {}
|
|
for pkg_name in installed_models:
|
|
package = pkg_name.replace("-", "_")
|
|
version = get_package_version(pkg_name)
|
|
if package in compat:
|
|
is_compat = version in compat[package]
|
|
spacy_version = about.__version__
|
|
else:
|
|
model_path = get_package_path(package)
|
|
with warnings.catch_warnings():
|
|
warnings.filterwarnings("ignore", message="\\[W09[45]")
|
|
model_meta = get_model_meta(model_path)
|
|
spacy_version = model_meta.get("spacy_version", "n/a")
|
|
is_compat = is_compatible_version(about.__version__, spacy_version) # type: ignore[assignment]
|
|
pkgs[pkg_name] = {
|
|
"name": package,
|
|
"version": version,
|
|
"spacy": spacy_version,
|
|
"compat": is_compat,
|
|
}
|
|
return pkgs, compat
|
|
|
|
|
|
def reformat_version(version: str) -> str:
|
|
"""Hack to reformat old versions ending on '-alpha' to match pip format."""
|
|
if version.endswith("-alpha"):
|
|
return version.replace("-alpha", "a0")
|
|
return version.replace("-alpha", "a")
|