# (C) British Crown Copyright 2011 - 2018, Met Office
#
# This file is part of cartopy.
#
# cartopy is free software: you can redistribute it and/or modify it under
# the terms of the GNU Lesser General Public License as published by the
# Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# cartopy is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with cartopy. If not, see <https://www.gnu.org/licenses/>.
"""
Provides a collection of sub-packages for loading, saving and retrieving
various data formats.
"""
from __future__ import (absolute_import, division, print_function)
import collections
import os
import string
import warnings
import six
if six.PY3:
from urllib.request import urlopen
else:
from urllib2 import urlopen
from cartopy import config
def fh_getter(fh, mode='r', needs_filename=False):
"""
Convenience function for opening files.
Parameters
----------
fh
File handle, filename or (file handle, filename) tuple.
mode: optional
Open mode. Defaults to "r".
needs_filename: optional
Defaults to False
Returns
-------
file handle, filename
Opened in the given mode.
"""
if mode != 'r':
raise ValueError('Only mode "r" currently supported.')
if isinstance(fh, six.string_types):
filename = fh
fh = open(fh, mode)
elif isinstance(fh, tuple):
fh, filename = fh
if filename is None:
try:
filename = fh.name
except AttributeError: # does this occur?
if needs_filename:
raise ValueError('filename cannot be determined')
else:
filename = ''
return fh, filename
class DownloadWarning(Warning):
"""Issued when a file is being downloaded by a :class:`Downloader`."""
pass
[docs]class Downloader(object):
"""
Represents a resource, that can be configured easily, which knows
how to acquire itself (perhaps via HTTP).
The key interface method is :meth:`path` - typically *all* external calls
will be made to that method. To get hold of an appropriate
:class:`Downloader` instance the :func:`Downloader.from_config` static
method should be considered.
Parameters
----------
url_template
The template of the full URL representing this
resource.
target_path_template
The template of the full path to the file
that this Downloader represents. Typically the path will be a
subdirectory of ``config['data_dir']``, but this is not a strict
requirement. If the file does not exist when calling
:meth:`Downloader.path` it will be downloaded to this location.
pre_downloaded_path_template: optional
The template of a full path of a file which has been downloaded
outside of this Downloader which should be used as the file that
this resource represents. If the file does not exist when
:meth:`Downloader.path` is called it will not be downloaded
to this location (unlike the ``target_path_template`` argument).
Note
----
All ``*_template`` arguments should be formattable using the
standard :meth:`string.format` rules. The formatting itself
is not done until a call to a subsequent method (such as
:meth:`Downloader.path`).
"""
FORMAT_KEYS = ('config',)
"""
The minimum keys which should be provided in the ``format_dict``
argument for the ``path``, ``url``, ``target_path``,
``pre_downloaded_path`` and ``acquire_resource`` methods.
"""
def __init__(self, url_template, target_path_template,
pre_downloaded_path_template=''):
self.url_template = url_template
self.target_path_template = target_path_template
self.pre_downloaded_path_template = pre_downloaded_path_template
# define a formatter which will process the templates. Subclasses
# may override the standard ``''.format`` formatting by defining
# their own formatter subclass here.
self._formatter = string.Formatter()
[docs] def url(self, format_dict):
"""
The full URL that this resource represents.
Parameters
----------
format_dict
The dictionary which is used to replace certain
template variables. Subclasses should document which keys are
expected as a minimum in their ``FORMAT_KEYS`` class attribute.
"""
return self._formatter.format(self.url_template, **format_dict)
[docs] def target_path(self, format_dict):
"""
The path on disk of the file that this resource represents, must
either exist, or be writable by the current user. This method
does not check either of these conditions.
Parameters
----------
format_dict
The dictionary which is used to replace certain
template variables. Subclasses should document which keys are
expected as a minimum in their ``FORMAT_KEYS`` class attribute.
"""
return self._formatter.format(self.target_path_template,
**format_dict)
[docs] def pre_downloaded_path(self, format_dict):
"""
The path on disk of the file that this resource represents, if it does
not exist, then no further action will be taken with this path, and all
further processing will be done using :meth:`target_path` instead.
Parameters
----------
format_dict
The dictionary which is used to replace certain
template variables. Subclasses should document which keys are
expected as a minimum in their ``FORMAT_KEYS`` class attribute.
"""
return self._formatter.format(self.pre_downloaded_path_template,
**format_dict)
[docs] def path(self, format_dict):
"""
Returns the path to a file on disk that this resource represents.
If the file doesn't exist in :meth:`pre_downloaded_path` then it
will check whether it exists in :meth:`target_path`, otherwise
the resource will be downloaded via :meth:`acquire_resouce` from
:meth:`url` to :meth:`target_path`.
Typically, this is the method that most applications will call,
allowing implementors of new Downloaders to specialise
:meth:`acquire_resource`.
Parameters
----------
format_dict
The dictionary which is used to replace certain
template variables. Subclasses should document which keys are
expected as a minimum in their ``FORMAT_KEYS`` class attribute.
"""
pre_downloaded_path = self.pre_downloaded_path(format_dict)
target_path = self.target_path(format_dict)
if (pre_downloaded_path is not None and
os.path.exists(pre_downloaded_path)):
result_path = pre_downloaded_path
elif os.path.exists(target_path):
result_path = target_path
else:
# we need to download the file
result_path = self.acquire_resource(target_path, format_dict)
return result_path
[docs] def acquire_resource(self, target_path, format_dict):
"""
Download, via HTTP, the file that this resource represents.
Subclasses will typically override this method.
Parameters
----------
format_dict
The dictionary which is used to replace certain
template variables. Subclasses should document which keys are
expected as a minimum in their ``FORMAT_KEYS`` class attribute.
"""
target_dir = os.path.dirname(target_path)
if not os.path.isdir(target_dir):
os.makedirs(target_dir)
url = self.url(format_dict)
# try getting the resource (no exception handling, just let it raise)
response = self._urlopen(url)
with open(target_path, 'wb') as fh:
fh.write(response.read())
return target_path
def _urlopen(self, url):
"""
Returns a file handle to the given HTTP resource URL.
Caller should close the file handle when finished with it.
"""
warnings.warn('Downloading: {}'.format(url), DownloadWarning)
return urlopen(url)
[docs] @staticmethod
def from_config(specification, config_dict=None):
"""
The ``from_config`` static method implements the logic for acquiring a
Downloader (sub)class instance from the config dictionary.
Parameters
----------
specification
Should be iterable, as it will be traversed in
reverse order to find the most appropriate Downloader instance
for this specification. An example specification is
``('shapefiles', 'natural_earth')`` for the Natural Earth
shapefiles.
config_dict: optional
typically this is left as None to use the
default ``cartopy.config`` "downloaders" dictionary.
Examples
--------
>>> from cartopy.io import Downloader
>>>
>>> dnldr = Downloader('https://example.com/{name}', './{name}.txt')
>>> config = {('level_1', 'level_2'): dnldr}
>>> d1 = Downloader.from_config(('level_1', 'level_2', 'level_3'),
... config_dict=config)
>>> print(d1.url_template)
https://example.com/{name}
>>> print(d1.url({'name': 'item_name'}))
https://example.com/item_name
"""
spec_depth = len(specification)
if config_dict is None:
downloaders = config['downloaders']
else:
downloaders = config_dict
result_downloader = None
for i in range(spec_depth, 0, -1):
lookup = specification[:i]
downloadable_item = downloaders.get(lookup, None)
if downloadable_item is not None:
result_downloader = downloadable_item
break
if result_downloader is None:
# should never really happen, but could if the user does
# some strange things like not having any downloaders defined
# in the config...
raise ValueError('No generic downloadable item in the config '
'dictionary for {}'.format(specification))
return result_downloader
[docs]class LocatedImage(collections.namedtuple('LocatedImage', 'image, extent')):
"""
Define an image and associated extent in the form:
``image, (min_x, max_x, min_y, max_y)``
"""
[docs]class RasterSource(object):
"""
Define the cartopy raster fetching interface.
A :class:`RasterSource` instance is able to supply images and
associated extents (as a sequence of :class:`LocatedImage` instances)
through its :meth:`~RasterSource.fetch_raster` method.
As a result, further interfacing classes, such as
:class:`cartopy.mpl.slippy_image_artist.SlippyImageArtist`, can then
make use of the interface for functionality such as interactive image
retrieval with pan and zoom functionality.
.. _raster-source-interface:
"""
[docs] def validate_projection(self, projection):
"""
Raise an error if this raster source cannot provide images in the
specified projection.
Parameters
----------
projection: :class:`cartopy.crs.Projection`
The desired projection of the image.
"""
raise NotImplementedError()
[docs] def fetch_raster(self, projection, extent, target_resolution):
"""
Return a sequence of images with extents given some constraining
information.
Parameters
----------
projection: :class:`cartopy.crs.Projection`
The desired projection of the image.
extent: iterable of length 4
The extent of the requested image in projected coordinates.
The resulting image may not be defined exactly by these extents,
and so the extent of the resulting image is also returned. The
extents must be defined in the form
``(min_x, max_x, min_y, max_y)``.
target_resolution: iterable of length 2
The desired resolution of the image as ``(width, height)`` in
pixels.
Returns
-------
images
A sequence of :class:`LocatedImage` instances.
"""
raise NotImplementedError()
class RasterSourceContainer(RasterSource):
"""
A container which simply calls the appropriate methods on the
contained :class:`RasterSource`.
"""
def __init__(self, contained_source):
"""
Parameters
----------
contained_source: :class:`RasterSource` instance.
The source of the raster that this container is wrapping.
"""
self._source = contained_source
def fetch_raster(self, projection, extent, target_resolution):
return self._source.fetch_raster(projection, extent,
target_resolution)
def validate_projection(self, projection):
return self._source.validate_projection(projection)
class PostprocessedRasterSource(RasterSourceContainer):
"""
A :class:`RasterSource` which wraps another, an then applies a
post-processing step on the raster fetched from the contained source.
"""
def __init__(self, contained_source, img_post_process):
"""
Parameters
----------
contained_source: :class:`RasterSource` instance.
The source of the raster that this container is wrapping.
img_post_process: callable
Called after each `fetch_raster` call which yields a non-None
image result. The callable must accept the :class:`LocatedImage`
from the contained fetch_raster as its only argument, and must
return a single LocatedImage.
"""
super(PostprocessedRasterSource, self).__init__(contained_source)
self._post_fetch_fn = img_post_process
def fetch_raster(self, *args, **kwargs):
fetch_raster = super(PostprocessedRasterSource, self).fetch_raster
located_imgs = fetch_raster(*args, **kwargs)
if located_imgs:
located_imgs = [self._post_fetch_fn(img) for img in located_imgs]
return located_imgs
