def get_bower_package(self, url, dest=None, version=None,
                          process_deps=True):
        dest = dest or Path(".") / "assets"
        parsed_url = urlparse(url)
        if parsed_url.scheme == "git" or parsed_url.path.endswith(".git"):
            if parsed_url.netloc == "github.com":
                user, repo = parsed_url.path[1:-4].split("/")
                response = get(github_api_uri +
                               "/repos/{}/{}/tags".format(user, repo))
                tags = response.json()
                target = None
                if not len(tags):
                    click.secho("fatal: no tags exist for {}/{}".format(
                        user, repo), fg="red")
                    raise InvalidPackageError
                if version is None:
                    target = tags[0]
                else:
                    for tag in tags:
                        if semver.match(tag["name"],
                                        Bower.clean_semver(version)):
                            target = tag
                            break
                if not target:
                    click.secho(
                        "fatal: failed to find matching tag for "
                        "{user}/{repo} {version}".format(user, repo, version),
                        fg="red")
                    raise VersionNotFoundError
                click.secho("installing {}/{}#{}".format(
                    user, repo, tags[0]["name"]), fg="green")
                return self.get_bower_package(
                    url=target["zipball_url"],
                    dest=dest,
                    version=version)
            raise NotImplementedError
            click.echo("git clone {url}".format(url=url))
            cmd = envoy.run('git clone {url} "{dest}"'.format(
                url=url, dest=dest))
        elif parsed_url.scheme in ("http", "https"):
            zip_dest = download_file(url, dest=self.temp_dir,
                                     label="{dest_basename}",
                                     expected_extension="zip")
            with zipfile.ZipFile(zip_dest, "r") as pkg:
                return self.extract_bower_zipfile(pkg, dest,
                                                  expected_version=version)
                # pkg.extractall(str(dest))
        else:
            click.secho("protocol currently unsupported :(")
            sys.exit(1)
def _read_soundings(sounding_file_name, sounding_field_names, radar_image_dict):
    """Reads storm-centered soundings and matches w storm-centered radar imgs.

    :param sounding_file_name: Path to input file (will be read by
        `soundings.read_soundings`).
    :param sounding_field_names: See doc for `soundings.read_soundings`.
    :param radar_image_dict: Dictionary created by
        `storm_images.read_storm_images`.
    :return: sounding_dict: Dictionary created by `soundings.read_soundings`.
    :return: radar_image_dict: Same as input, but excluding storm objects with
        no sounding.
    """

    print('Reading data from: "{0:s}"...'.format(sounding_file_name))
    sounding_dict, _ = soundings.read_soundings(
        netcdf_file_name=sounding_file_name,
        field_names_to_keep=sounding_field_names,
        full_id_strings_to_keep=radar_image_dict[storm_images.FULL_IDS_KEY],
        init_times_to_keep_unix_sec=radar_image_dict[
            storm_images.VALID_TIMES_KEY]
    )

    num_examples_with_soundings = len(sounding_dict[soundings.FULL_IDS_KEY])
    if num_examples_with_soundings == 0:
        return None, None

    radar_full_id_strings = numpy.array(
        radar_image_dict[storm_images.FULL_IDS_KEY]
    )
    orig_storm_times_unix_sec = (
        radar_image_dict[storm_images.VALID_TIMES_KEY] + 0
    )

    indices_to_keep = []

    for i in range(num_examples_with_soundings):
        this_index = numpy.where(numpy.logical_and(
            radar_full_id_strings == sounding_dict[soundings.FULL_IDS_KEY][i],
            orig_storm_times_unix_sec ==
            sounding_dict[soundings.INITIAL_TIMES_KEY][i]
        ))[0][0]

        indices_to_keep.append(this_index)

    indices_to_keep = numpy.array(indices_to_keep, dtype=int)
    radar_image_dict[storm_images.STORM_IMAGE_MATRIX_KEY] = radar_image_dict[
        storm_images.STORM_IMAGE_MATRIX_KEY
    ][indices_to_keep, ...]

    radar_image_dict[storm_images.FULL_IDS_KEY] = sounding_dict[
        soundings.FULL_IDS_KEY
    ]
    radar_image_dict[storm_images.VALID_TIMES_KEY] = sounding_dict[
        soundings.INITIAL_TIMES_KEY
    ]

    return sounding_dict, radar_image_dict