mirror of
https://github.com/explosion/spaCy.git
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123 lines
4.5 KiB
Python
123 lines
4.5 KiB
Python
# coding: utf-8
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from __future__ import unicode_literals, print_function
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import contextlib
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from pathlib import Path
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from fabric.api import local, lcd, env, settings, prefix
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from os import path, environ
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import shutil
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import sys
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PWD = path.dirname(__file__)
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ENV = environ['VENV_DIR'] if 'VENV_DIR' in environ else '.env'
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VENV_DIR = Path(PWD) / ENV
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@contextlib.contextmanager
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def virtualenv(name, create=False, python='/usr/bin/python3.6'):
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python = Path(python).resolve()
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env_path = VENV_DIR
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if create:
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if env_path.exists():
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shutil.rmtree(str(env_path))
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local('{python} -m venv {env_path}'.format(python=python, env_path=VENV_DIR))
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def wrapped_local(cmd, env_vars=[], capture=False, direct=False):
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return local('source {}/bin/activate && {}'.format(env_path, cmd),
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shell='/bin/bash', capture=False)
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yield wrapped_local
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def env(lang='python3.6'):
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if VENV_DIR.exists():
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local('rm -rf {env}'.format(env=VENV_DIR))
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if lang.startswith('python3'):
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local('{lang} -m venv {env}'.format(lang=lang, env=VENV_DIR))
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else:
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local('{lang} -m pip install virtualenv --no-cache-dir'.format(lang=lang))
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local('{lang} -m virtualenv {env} --no-cache-dir'.format(lang=lang, env=VENV_DIR))
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with virtualenv(VENV_DIR) as venv_local:
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print(venv_local('python --version', capture=True))
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venv_local('pip install --upgrade setuptools --no-cache-dir')
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venv_local('pip install pytest --no-cache-dir')
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venv_local('pip install wheel --no-cache-dir')
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venv_local('pip install -r requirements.txt --no-cache-dir')
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venv_local('pip install pex --no-cache-dir')
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def install():
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with virtualenv(VENV_DIR) as venv_local:
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venv_local('pip install dist/*.tar.gz')
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def make():
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with lcd(path.dirname(__file__)):
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local('export PYTHONPATH=`pwd` && source .env/bin/activate && python setup.py build_ext --inplace',
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shell='/bin/bash')
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def sdist():
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with virtualenv(VENV_DIR) as venv_local:
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with lcd(path.dirname(__file__)):
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local('python -m pip install -U setuptools srsly')
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local('python setup.py sdist')
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def wheel():
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with virtualenv(VENV_DIR) as venv_local:
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with lcd(path.dirname(__file__)):
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venv_local('python setup.py bdist_wheel')
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def pex():
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with virtualenv(VENV_DIR) as venv_local:
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with lcd(path.dirname(__file__)):
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sha = local('git rev-parse --short HEAD', capture=True)
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venv_local('pex dist/*.whl -e spacy -o dist/spacy-%s.pex' % sha,
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direct=True)
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def clean():
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with lcd(path.dirname(__file__)):
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local('rm -f dist/*.whl')
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local('rm -f dist/*.pex')
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with virtualenv(VENV_DIR) as venv_local:
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venv_local('python setup.py clean --all')
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def test():
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with virtualenv(VENV_DIR) as venv_local:
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with lcd(path.dirname(__file__)):
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venv_local('pytest -x spacy/tests')
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def train():
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args = environ.get('SPACY_TRAIN_ARGS', '')
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with virtualenv(VENV_DIR) as venv_local:
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venv_local('spacy train {args}'.format(args=args))
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def conll17(treebank_dir, experiment_dir, vectors_dir, config, corpus=''):
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is_not_clean = local('git status --porcelain', capture=True)
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if is_not_clean:
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print("Repository is not clean")
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print(is_not_clean)
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sys.exit(1)
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git_sha = local('git rev-parse --short HEAD', capture=True)
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config_checksum = local('sha256sum {config}'.format(config=config), capture=True)
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experiment_dir = Path(experiment_dir) / '{}--{}'.format(config_checksum[:6], git_sha)
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if not experiment_dir.exists():
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experiment_dir.mkdir()
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test_data_dir = Path(treebank_dir) / 'ud-test-v2.0-conll2017'
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assert test_data_dir.exists()
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assert test_data_dir.is_dir()
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if corpus:
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corpora = [corpus]
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else:
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corpora = ['UD_English', 'UD_Chinese', 'UD_Japanese', 'UD_Vietnamese']
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local('cp {config} {experiment_dir}/config.json'.format(config=config, experiment_dir=experiment_dir))
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with virtualenv(VENV_DIR) as venv_local:
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for corpus in corpora:
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venv_local('spacy ud-train {treebank_dir} {experiment_dir} {config} {corpus} -v {vectors_dir}'.format(
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treebank_dir=treebank_dir, experiment_dir=experiment_dir, config=config, corpus=corpus, vectors_dir=vectors_dir))
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venv_local('spacy ud-run-test {test_data_dir} {experiment_dir} {corpus}'.format(
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test_data_dir=test_data_dir, experiment_dir=experiment_dir, config=config, corpus=corpus))
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