# coding: utf8 from __future__ import unicode_literals, print_function import requests import pkg_resources from pathlib import Path from ..compat import path2str, locale_escape from ..util import prints, get_data_path, read_json from .. import about def validate(cmd): """Validate that the currently installed version of spaCy is compatible with the installed models. Should be run after `pip install -U spacy`. """ r = requests.get(about.__compatibility__) if r.status_code != 200: prints("Couldn't fetch compatibility table.", title="Server error (%d)" % r.status_code, exits=1) compat = r.json()['spacy'] all_models = set() 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] current_compat = compat[about.__version__] model_links = get_model_links(current_compat) model_pkgs = get_model_pkgs(current_compat, all_models) incompat_links = {l for l, d in model_links.items() if not d['compat']} incompat_models = {d['name'] for _, d in model_pkgs.items() if not d['compat']} incompat_models.update([d['name'] for _, d in model_links.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] prints(path2str(Path(__file__).parent.parent), title="Installed models (spaCy v{})".format(about.__version__)) if model_links or model_pkgs: print(get_row('TYPE', 'NAME', 'MODEL', 'VERSION', '')) for name, data in model_pkgs.items(): print(get_model_row(current_compat, name, data, 'package')) for name, data in model_links.items(): print(get_model_row(current_compat, name, data, 'link')) else: prints("No models found in your current environment.", exits=0) if update_models: cmd = ' python -m spacy download {}' print("\n Use the following commands to update the model packages:") print('\n'.join([cmd.format(pkg) for pkg in update_models])) if na_models: prints("The following models are not available for spaCy v{}: {}" .format(about.__version__, ', '.join(na_models))) if incompat_links: prints("You may also want to overwrite the incompatible links using " "the `spacy link` command with `--force`, or remove them from " "the data directory. Data path: {}" .format(path2str(get_data_path()))) def get_model_links(compat): links = {} data_path = get_data_path() if data_path: models = [p for p in data_path.iterdir() if is_model_path(p)] for model in models: meta_path = Path(model) / 'meta.json' if not meta_path.exists(): continue meta = read_json(meta_path) link = model.parts[-1] name = meta['lang'] + '_' + meta['name'] links[link] = {'name': name, 'version': meta['version'], 'compat': is_compat(compat, name, meta['version'])} return links def get_model_pkgs(compat, all_models): pkgs = {} for pkg_name, pkg_data in pkg_resources.working_set.by_key.items(): package = pkg_name.replace('-', '_') if package in all_models: version = pkg_data.version pkgs[pkg_name] = {'name': package, 'version': version, 'compat': is_compat(compat, package, version)} return pkgs def get_model_row(compat, name, data, type='package'): tpl_red = '\x1b[38;5;1m{}\x1b[0m' tpl_green = '\x1b[38;5;2m{}\x1b[0m' if data['compat']: comp = tpl_green.format(locale_escape('✔', errors='ignore')) version = tpl_green.format(data['version']) else: comp = '--> {}'.format(compat.get(data['name'], ['n/a'])[0]) version = tpl_red.format(data['version']) return get_row(type, name, data['name'], version, comp) def get_row(*args): tpl_row = ' {:<10}' + (' {:<20}' * 4) return tpl_row.format(*args) def is_model_path(model_path): exclude = ['cache', 'pycache', '__pycache__'] name = model_path.parts[-1] return (model_path.is_dir() and name not in exclude and not name.startswith('.')) def is_compat(compat, name, version): return name in compat and version in compat[name] def reformat_version(version): """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')