Source code for pooch.processors

# Copyright (c) 2018 The Pooch Developers.
# Distributed under the terms of the BSD 3-Clause License.
# SPDX-License-Identifier: BSD-3-Clause
#
# This code is part of the Fatiando a Terra project (https://www.fatiando.org)
#
# pylint: disable=line-too-long
"""
Post-processing hooks
"""
import abc
import os
import bz2
import gzip
import lzma
import shutil
from zipfile import ZipFile
from tarfile import TarFile

from .utils import get_logger


class ExtractorProcessor(abc.ABC):  # pylint: disable=too-few-public-methods
    """
    Abstract base class for extractions from compressed archives.

    Subclasses can be used with :meth:`pooch.Pooch.fetch` and
    :func:`pooch.retrieve` to unzip a downloaded data file into a folder in the
    local data store. :meth:`~pooch.Pooch.fetch` will return a list with the
    names of the extracted files instead of the archive.

    Parameters
    ----------
    members : list or None
        If None, will unpack all files in the archive. Otherwise, *members*
        must be a list of file names to unpack from the archive. Only these
        files will be unpacked.
    extract_dir : str or None
        If None, files will be unpacked to the default location (a folder in
        the same location as the downloaded zip file, with a suffix added).
        Otherwise, files will be unpacked to ``extract_dir``, which is
        interpreted as a *relative path* (relative to the cache location
        provided by :func:`pooch.retrieve` or :meth:`pooch.Pooch.fetch`).

    """

    def __init__(self, members=None, extract_dir=None):
        self.members = members
        self.extract_dir = extract_dir

    @property
    @abc.abstractmethod
    def suffix(self):
        """
        String appended to unpacked archive folder name.
        Only used if extract_dir is None.
        MUST BE IMPLEMENTED BY CHILD CLASSES.
        """

    @abc.abstractmethod
    def _all_members(self, fname):
        """
        Return all the members in the archive.
        MUST BE IMPLEMENTED BY CHILD CLASSES.
        """

    @abc.abstractmethod
    def _extract_file(self, fname, extract_dir):
        """
        This method receives an argument for the archive to extract and the
        destination path.
        MUST BE IMPLEMENTED BY CHILD CLASSES.
        """

    def __call__(self, fname, action, pooch):
        """
        Extract all files from the given archive.

        Parameters
        ----------
        fname : str
            Full path of the zipped file in local storage.
        action : str
            Indicates what action was taken by :meth:`pooch.Pooch.fetch` or
            :func:`pooch.retrieve`:

            * ``"download"``: File didn't exist locally and was downloaded
            * ``"update"``: Local file was outdated and was re-download
            * ``"fetch"``: File exists and is updated so it wasn't downloaded

        pooch : :class:`pooch.Pooch`
            The instance of :class:`pooch.Pooch` that is calling this.

        Returns
        -------
        fnames : list of str
            A list of the full path to all files in the extracted archive.

        """
        if self.extract_dir is None:
            self.extract_dir = fname + self.suffix
        else:
            archive_dir = fname.rsplit(os.path.sep, maxsplit=1)[0]
            self.extract_dir = os.path.join(archive_dir, self.extract_dir)
        # Get a list of everyone who is supposed to be in the unpacked folder
        # so we can check if they are all there or if we need to extract new
        # files.
        if self.members is None or not self.members:
            members = self._all_members(fname)
        else:
            members = self.members
        if (
            (action in ("update", "download"))
            or (not os.path.exists(self.extract_dir))
            or not all(
                os.path.exists(os.path.join(self.extract_dir, m)) for m in members
            )
        ):
            # Make sure that the folder with the extracted files exists
            os.makedirs(self.extract_dir, exist_ok=True)
            self._extract_file(fname, self.extract_dir)

        # Get a list of all file names (including subdirectories) in our folder
        # of unzipped files, filtered by the given members list
        fnames = []
        for path, _, files in os.walk(self.extract_dir):
            for filename in files:
                relpath = os.path.normpath(
                    os.path.join(os.path.relpath(path, self.extract_dir), filename)
                )
                if self.members is None or any(
                    relpath.startswith(os.path.normpath(m)) for m in self.members
                ):
                    fnames.append(os.path.join(path, filename))

        return fnames


[docs] class Unzip(ExtractorProcessor): # pylint: disable=too-few-public-methods """ Processor that unpacks a zip archive and returns a list of all files. Use with :meth:`pooch.Pooch.fetch` or :func:`pooch.retrieve` to unzip a downloaded data file into a folder in the local data store. The method/function will return a list with the names of the unzipped files instead of the zip archive. The output folder is ``{fname}.unzip``. Parameters ---------- members : list or None If None, will unpack all files in the zip archive. Otherwise, *members* must be a list of file names to unpack from the archive. Only these files will be unpacked. extract_dir : str or None If None, files will be unpacked to the default location (a folder in the same location as the downloaded zip file, with the suffix ``.unzip`` added). Otherwise, files will be unpacked to ``extract_dir``, which is interpreted as a *relative path* (relative to the cache location provided by :func:`pooch.retrieve` or :meth:`pooch.Pooch.fetch`). """ @property def suffix(self): """ String appended to unpacked archive folder name. Only used if extract_dir is None. """ return ".unzip" def _all_members(self, fname): """Return all members from a given archive.""" with ZipFile(fname, "r") as zip_file: return zip_file.namelist() def _extract_file(self, fname, extract_dir): """ This method receives an argument for the archive to extract and the destination path. """ with ZipFile(fname, "r") as zip_file: if self.members is None: get_logger().info( "Unzipping contents of '%s' to '%s'", fname, extract_dir ) # Unpack all files from the archive into our new folder zip_file.extractall(path=extract_dir) else: for member in self.members: get_logger().info( "Extracting '%s' from '%s' to '%s'", member, fname, extract_dir ) # If the member is a dir, we need to get the names of the # elements it contains for extraction (ZipFile does not # support dirs on .extract). If it's not a dir, this will # only include the member itself. # Based on: # https://stackoverflow.com/questions/8008829/extract-only-a-single-directory-from-tar subdir_members = [ name for name in zip_file.namelist() if os.path.normpath(name).startswith(os.path.normpath(member)) ] # Extract the data file from within the archive zip_file.extractall(members=subdir_members, path=extract_dir)
[docs] class Untar(ExtractorProcessor): # pylint: disable=too-few-public-methods """ Processor that unpacks a tar archive and returns a list of all files. Use with :meth:`pooch.Pooch.fetch` or :func:`pooch.retrieve` to untar a downloaded data file into a folder in the local data store. The method/function will return a list with the names of the extracted files instead of the archive. The output folder is ``{fname}.untar``. Parameters ---------- members : list or None If None, will unpack all files in the archive. Otherwise, *members* must be a list of file names to unpack from the archive. Only these files will be unpacked. extract_dir : str or None If None, files will be unpacked to the default location (a folder in the same location as the downloaded tar file, with the suffix ``.untar`` added). Otherwise, files will be unpacked to ``extract_dir``, which is interpreted as a *relative path* (relative to the cache location provided by :func:`pooch.retrieve` or :meth:`pooch.Pooch.fetch`). """ @property def suffix(self): """ String appended to unpacked archive folder name. Only used if extract_dir is None. """ return ".untar" def _all_members(self, fname): """Return all members from a given archive.""" with TarFile.open(fname, "r") as tar_file: return [info.name for info in tar_file.getmembers()] def _extract_file(self, fname, extract_dir): """ This method receives an argument for the archive to extract and the destination path. """ with TarFile.open(fname, "r") as tar_file: if self.members is None: get_logger().info( "Untarring contents of '%s' to '%s'", fname, extract_dir ) # Unpack all files from the archive into our new folder tar_file.extractall(path=extract_dir) else: for member in self.members: get_logger().info( "Extracting '%s' from '%s' to '%s'", member, fname, extract_dir ) # If the member is a dir, we need to get the names of the # elements it contains for extraction (TarFile does not # support dirs on .extract). If it's not a dir, this will # only include the member itself. # Based on: # https://stackoverflow.com/questions/8008829/extract-only-a-single-directory-from-tar # Can't use .getnames because extractall expects TarInfo # objects. subdir_members = [ info for info in tar_file.getmembers() if os.path.normpath(info.name).startswith( os.path.normpath(member) ) ] # Extract the data file from within the archive tar_file.extractall(members=subdir_members, path=extract_dir)
[docs] class Decompress: # pylint: disable=too-few-public-methods """ Processor that decompress a file and returns the decompressed version. Use with :meth:`pooch.Pooch.fetch` or :func:`pooch.retrieve` to decompress a downloaded data file so that it can be easily opened. Useful for data files that take a long time to decompress (exchanging disk space for speed). Supported decompression methods are LZMA (``.xz``), bzip2 (``.bz2``), and gzip (``.gz``). File names with the standard extensions (see above) can use ``method="auto"`` to automatically determine the compression method. This can be overwritten by setting the *method* argument. .. note:: To unpack zip and tar archives with one or more files, use :class:`pooch.Unzip` and :class:`pooch.Untar` instead. The output file is ``{fname}.decomp`` by default but it can be changed by setting the ``name`` parameter. .. warning:: Passing in ``name`` can cause existing data to be lost! For example, if a file already exists with the specified name it will be overwritten with the new decompressed file content. **Use this option with caution.** Parameters ---------- method : str Name of the compression method. Can be "auto", "lzma", "xz", "bzip2", or "gzip". name : None or str Defines the decompressed file name. The file name will be ``{fname}.decomp`` if ``None`` (default) or the given name otherwise. Note that the name should **not** include the full (or relative) path, it should be just the file name itself. """ modules = {"auto": None, "lzma": lzma, "xz": lzma, "gzip": gzip, "bzip2": bz2} extensions = {".xz": "lzma", ".gz": "gzip", ".bz2": "bzip2"} def __init__(self, method="auto", name=None): self.method = method self.name = name
[docs] def __call__(self, fname, action, pooch): """ Decompress the given file. The output file will be either ``{fname}.decomp`` or the given *name* class attribute. Parameters ---------- fname : str Full path of the compressed file in local storage. action : str Indicates what action was taken by :meth:`pooch.Pooch.fetch` or :func:`pooch.retrieve`: - ``"download"``: File didn't exist locally and was downloaded - ``"update"``: Local file was outdated and was re-download - ``"fetch"``: File exists and is updated so it wasn't downloaded pooch : :class:`pooch.Pooch` The instance of :class:`pooch.Pooch` that is calling this. Returns ------- fname : str The full path to the decompressed file. """ if self.name is None: decompressed = fname + ".decomp" else: decompressed = os.path.join(os.path.dirname(fname), self.name) if action in ("update", "download") or not os.path.exists(decompressed): get_logger().info( "Decompressing '%s' to '%s' using method '%s'.", fname, decompressed, self.method, ) module = self._compression_module(fname) with open(decompressed, "w+b") as output: with module.open(fname) as compressed: shutil.copyfileobj(compressed, output) return decompressed
def _compression_module(self, fname): """ Get the Python module compatible with fname and the chosen method. If the *method* attribute is "auto", will select a method based on the extension. If no recognized extension is in the file name, will raise a ValueError. """ error_archives = "To unpack zip/tar archives, use pooch.Unzip/Untar instead." if self.method not in self.modules: message = ( f"Invalid compression method '{self.method}'. " f"Must be one of '{list(self.modules.keys())}'." ) if self.method in {"zip", "tar"}: message = " ".join([message, error_archives]) raise ValueError(message) if self.method == "auto": ext = os.path.splitext(fname)[-1] if ext not in self.extensions: message = ( f"Unrecognized file extension '{ext}'. " f"Must be one of '{list(self.extensions.keys())}'." ) if ext in {".zip", ".tar"}: message = " ".join([message, error_archives]) raise ValueError(message) return self.modules[self.extensions[ext]] return self.modules[self.method]