spaCy/spacy/cli/package.py

# coding: utf8
from __future__ import unicode_literals

import plac
import shutil
from pathlib import Path

from ._messages import Messages
from ..compat import path2str, json_dumps
from ..util import prints
from .. import util
from .. import about


@plac.annotations(
    input_dir=("directory with model data", "positional", None, str),
    output_dir=("output parent directory", "positional", None, str),
    meta_path=("path to meta.json", "option", "m", str),
    create_meta=("create meta.json, even if one exists in directory – if "
                 "existing meta is found, entries are shown as defaults in "
                 "the command line prompt", "flag", "c", bool),
    force=("force overwriting of existing model directory in output directory",
           "flag", "f", bool))
def package(input_dir, output_dir, meta_path=None, create_meta=False,
            force=False):
    """
    Generate Python package for model data, including meta and required
    installation files. A new directory will be created in the specified
    output directory, and model data will be copied over.
    """
    input_path = util.ensure_path(input_dir)
    output_path = util.ensure_path(output_dir)
    meta_path = util.ensure_path(meta_path)
    if not input_path or not input_path.exists():
        prints(input_path, title=Messages.M008, exits=1)
    if not output_path or not output_path.exists():
        prints(output_path, title=Messages.M040, exits=1)
    if meta_path and not meta_path.exists():
        prints(meta_path, title=Messages.M020, exits=1)

    meta_path = meta_path or input_path / 'meta.json'
    if meta_path.is_file():
        meta = util.read_json(meta_path)
        if not create_meta:  # only print this if user doesn't want to overwrite
            prints(meta_path, title=Messages.M041)
        else:
            meta = generate_meta(input_dir, meta)
    meta = validate_meta(meta, ['lang', 'name', 'version'])
    model_name = meta['lang'] + '_' + meta['name']
    model_name_v = model_name + '-' + meta['version']
    main_path = output_path / model_name_v
    package_path = main_path / model_name

    create_dirs(package_path, force)
    shutil.copytree(path2str(input_path),
                    path2str(package_path / model_name_v))
    create_file(main_path / 'meta.json', json_dumps(meta))
    create_file(main_path / 'setup.py', TEMPLATE_SETUP)
    create_file(main_path / 'MANIFEST.in', TEMPLATE_MANIFEST)
    create_file(package_path / '__init__.py', TEMPLATE_INIT)
    prints(main_path, Messages.M043,
           title=Messages.M042.format(name=model_name_v))


def create_dirs(package_path, force):
    if package_path.exists():
        if force:
            shutil.rmtree(path2str(package_path))
        else:
            prints(package_path, Messages.M045, title=Messages.M044, exits=1)
    Path.mkdir(package_path, parents=True)


def create_file(file_path, contents):
    file_path.touch()
    file_path.open('w', encoding='utf-8').write(contents)


def generate_meta(model_path, existing_meta):
    meta = existing_meta or {}
    settings = [('lang', 'Model language', meta.get('lang', 'en')),
                ('name', 'Model name', meta.get('name', 'model')),
                ('version', 'Model version', meta.get('version', '0.0.0')),
                ('spacy_version', 'Required spaCy version',
                 '>=%s,<3.0.0' % about.__version__),
                ('description', 'Model description',
                  meta.get('description', False)),
                ('author', 'Author', meta.get('author', False)),
                ('email', 'Author email', meta.get('email', False)),
                ('url', 'Author website', meta.get('url', False)),
                ('license', 'License', meta.get('license', 'CC BY-SA 3.0'))]
    nlp = util.load_model_from_path(Path(model_path))
    meta['pipeline'] = nlp.pipe_names
    meta['vectors'] = {'width': nlp.vocab.vectors_length,
                       'vectors': len(nlp.vocab.vectors),
                       'keys': nlp.vocab.vectors.n_keys}
    prints(Messages.M047, title=Messages.Mo46)
    for setting, desc, default in settings:
        response = util.get_raw_input(desc, default)
        meta[setting] = default if response == '' and default else response
    if about.__title__ != 'spacy':
        meta['parent_package'] = about.__title__
    return meta


def validate_meta(meta, keys):
    for key in keys:
        if key not in meta or meta[key] == '':
            prints(Messages.M049, title=Messages.M048.format(key=key), exits=1)
    return meta


TEMPLATE_SETUP = """
#!/usr/bin/env python
# coding: utf8
from __future__ import unicode_literals

import io
import json
from os import path, walk
from shutil import copy
from setuptools import setup


def load_meta(fp):
    with io.open(fp, encoding='utf8') as f:
        return json.load(f)


def list_files(data_dir):
    output = []
    for root, _, filenames in walk(data_dir):
        for filename in filenames:
            if not filename.startswith('.'):
                output.append(path.join(root, filename))
    output = [path.relpath(p, path.dirname(data_dir)) for p in output]
    output.append('meta.json')
    return output


def list_requirements(meta):
    parent_package = meta.get('parent_package', 'spacy')
    requirements = [parent_package + ">=" + meta['spacy_version']]
    if 'setup_requires' in meta:
        requirements += meta['setup_requires']
    return requirements


def setup_package():
    root = path.abspath(path.dirname(__file__))
    meta_path = path.join(root, 'meta.json')
    meta = load_meta(meta_path)
    model_name = str(meta['lang'] + '_' + meta['name'])
    model_dir = path.join(model_name, model_name + '-' + meta['version'])

    copy(meta_path, path.join(model_name))
    copy(meta_path, model_dir)

    setup(
        name=model_name,
        description=meta['description'],
        author=meta['author'],
        author_email=meta['email'],
        url=meta['url'],
        version=meta['version'],
        license=meta['license'],
        packages=[model_name],
        package_data={model_name: list_files(model_dir)},
        install_requires=list_requirements(meta),
        zip_safe=False,
    )


if __name__ == '__main__':
    setup_package()
""".strip()


TEMPLATE_MANIFEST = """
include meta.json
""".strip()


TEMPLATE_INIT = """
# coding: utf8
from __future__ import unicode_literals

from pathlib import Path
from spacy.util import load_model_from_init_py, get_model_meta


__version__ = get_model_meta(Path(__file__).parent)['version']


def load(**overrides):
    return load_model_from_init_py(__file__, **overrides)
""".strip()