utils.py

# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import functools
import hashlib
import logging
import os
import tarfile
import zipfile
from typing import Any
from typing import Dict
from typing import List

from paddle.framework import load

from . import download
from .entry import commands

__all__ = [
    'cli_register',
    'get_command',
    'download_and_decompress',
    'load_state_dict_from_url',
    'logger',
]


def cli_register(name: str, description: str='') -> Any:
    def _warpper(command):
        items = name.split('.')

        com = commands
        for item in items:
            com = com[item]
        com['_entry'] = command
        if description:
            com['_description'] = description
        return command

    return _warpper


def get_command(name: str) -> Any:
    items = name.split('.')
    com = commands
    for item in items:
        com = com[item]

    return com['_entry']


def _md5check(filepath: os.PathLike, md5sum: str) -> bool:
    logger.info("File {} md5 checking...".format(filepath))
    md5 = hashlib.md5()
    with open(filepath, 'rb') as f:
        for chunk in iter(lambda: f.read(4096), b""):
            md5.update(chunk)
    calc_md5sum = md5.hexdigest()

    if calc_md5sum != md5sum:
        logger.info("File {} md5 check failed, {}(calc) != "
                    "{}(base)".format(filepath, calc_md5sum, md5sum))
        return False
    else:
        logger.info("File {} md5 check passed.".format(filepath))
        return True


def _get_uncompress_path(filepath: os.PathLike) -> os.PathLike:
    file_dir = os.path.dirname(filepath)
    if tarfile.is_tarfile(filepath):
        files = tarfile.open(filepath, "r:*")
        file_list = files.getnames()
    elif zipfile.is_zipfile(filepath):
        files = zipfile.ZipFile(filepath, 'r')
        file_list = files.namelist()
    else:
        return file_dir
    if _is_a_single_file(file_list):
        rootpath = file_list[0]
        uncompressed_path = os.path.join(file_dir, rootpath)
    elif _is_a_single_dir(file_list):
        rootpath = os.path.splitext(file_list[0])[0].split(os.sep)[0]
        uncompressed_path = os.path.join(file_dir, rootpath)
    else:
        rootpath = os.path.splitext(filepath)[0].split(os.sep)[-1]
        uncompressed_path = os.path.join(file_dir, rootpath)

    files.close()
    return uncompressed_path


def _is_a_single_file(file_list: List[os.PathLike]) -> bool:
    if len(file_list) == 1 and file_list[0].find(os.sep) < -1:
        return True
    return False


def _is_a_single_dir(file_list: List[os.PathLike]) -> bool:
    new_file_list = []
    for file_path in file_list:
        if '/' in file_path:
            file_path = file_path.replace('/', os.sep)
        elif '\\' in file_path:
            file_path = file_path.replace('\\', os.sep)
        new_file_list.append(file_path)

    file_name = new_file_list[0].split(os.sep)[0]
    for i in range(1, len(new_file_list)):
        if file_name != new_file_list[i].split(os.sep)[0]:
            return False
    return True


def download_and_decompress(archive: Dict[str, str], path: str) -> os.PathLike:
    """
    Download archieves and decompress to specific path.
    """
    if not os.path.isdir(path):
        os.makedirs(path)

    assert 'url' in archive and 'md5' in archive, \
        'Dictionary keys of "url" and "md5" are required in the archive, but got: {}'.format(list(archive.keys()))

    filepath = os.path.join(path, os.path.basename(archive['url']))
    if os.path.isfile(filepath) and _md5check(filepath, archive['md5']):
        uncompress_path = _get_uncompress_path(filepath)
        if not os.path.isdir(uncompress_path):
            download._decompress(filepath)
    else:
        uncompress_path = download.get_path_from_url(archive['url'], path,
                                                     archive['md5'])

    return uncompress_path


def load_state_dict_from_url(url: str, path: str, md5: str=None) -> os.PathLike:
    """
    Download and load a state dict from url
    """
    if not os.path.isdir(path):
        os.makedirs(path)

    download.get_path_from_url(url, path, md5)
    return load(os.path.join(path, os.path.basename(url)))


def _get_user_home():
    return os.path.expanduser('~')


def _get_paddlespcceh_home():
    if 'PPSPEECH_HOME' in os.environ:
        home_path = os.environ['PPSPEECH_HOME']
        if os.path.exists(home_path):
            if os.path.isdir(home_path):
                return home_path
            else:
                raise RuntimeError(
                    'The environment variable PPSPEECH_HOME {} is not a directory.'.
                    format(home_path))
        else:
            return home_path
    return os.path.join(_get_user_home(), '.paddlespeech')


def _get_sub_home(directory):
    home = os.path.join(_get_paddlespcceh_home(), directory)
    if not os.path.exists(home):
        os.makedirs(home)
    return home


PPSPEECH_HOME = _get_paddlespcceh_home()
MODEL_HOME = _get_sub_home('models')


class Logger(object):
    def __init__(self, name: str=None):
        name = 'PaddleSpeech' if not name else name
        self.logger = logging.getLogger(name)

        log_config = {
            'DEBUG': 10,
            'INFO': 20,
            'TRAIN': 21,
            'EVAL': 22,
            'WARNING': 30,
            'ERROR': 40,
            'CRITICAL': 50,
            'EXCEPTION': 100,
        }
        for key, level in log_config.items():
            logging.addLevelName(level, key)
            if key == 'EXCEPTION':
                self.__dict__[key.lower()] = self.logger.exception
            else:
                self.__dict__[key.lower()] = functools.partial(self.__call__,
                                                               level)

        self.format = logging.Formatter(
            fmt='[%(asctime)-15s] [%(levelname)8s] [%(filename)s] [L%(lineno)d] - %(message)s'
        )

        self.handler = logging.StreamHandler()
        self.handler.setFormatter(self.format)

        self.logger.addHandler(self.handler)
        self.logger.setLevel(logging.DEBUG)
        self.logger.propagate = False

    def __call__(self, log_level: str, msg: str):
        self.logger.log(log_level, msg)


logger = Logger()