memory.py 文件源码

python
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项目:mlens 作者: flennerhag 项目源码 文件源码
def __init__(self, func, cachedir, ignore=None, mmap_mode=None,
                 compress=False, verbose=1, timestamp=None):
        """
            Parameters
            ----------
            func: callable
                The function to decorate
            cachedir: string
                The path of the base directory to use as a data store
            ignore: list or None
                List of variable names to ignore.
            mmap_mode: {None, 'r+', 'r', 'w+', 'c'}, optional
                The memmapping mode used when loading from cache
                numpy arrays. See numpy.load for the meaning of the
                arguments.
            compress : boolean, or integer
                Whether to zip the stored data on disk. If an integer is
                given, it should be between 1 and 9, and sets the amount
                of compression. Note that compressed arrays cannot be
                read by memmapping.
            verbose: int, optional
                Verbosity flag, controls the debug messages that are issued
                as functions are evaluated. The higher, the more verbose
            timestamp: float, optional
                The reference time from which times in tracing messages
                are reported.
        """
        Logger.__init__(self)
        self.mmap_mode = mmap_mode
        self.func = func
        if ignore is None:
            ignore = []
        self.ignore = ignore

        self._verbose = verbose
        self.cachedir = cachedir
        self.compress = compress
        if compress and self.mmap_mode is not None:
            warnings.warn('Compressed results cannot be memmapped',
                          stacklevel=2)
        if timestamp is None:
            timestamp = time.time()
        self.timestamp = timestamp
        mkdirp(self.cachedir)
        try:
            functools.update_wrapper(self, func)
        except:
            " Objects like ufunc don't like that "
        if inspect.isfunction(func):
            doc = pydoc.TextDoc().document(func)
            # Remove blank line
            doc = doc.replace('\n', '\n\n', 1)
            # Strip backspace-overprints for compatibility with autodoc
            doc = re.sub('\x08.', '', doc)
        else:
            # Pydoc does a poor job on other objects
            doc = func.__doc__
        self.__doc__ = 'Memoized version of %s' % doc
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