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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:

def remove(name=None, pkgs=None, **kwargs):  # pylint: disable=unused-argument
    '''
    Remove packages using ``opkg remove``.

    name
        The name of the package to be deleted.


    Multiple Package Options:

    pkgs
        A list of packages to delete. Must be passed as a python list. The
        ``name`` parameter will be ignored if this option is passed.

    remove_dependencies
        Remove package and all dependencies

        .. versionadded:: 2019.2.0

    auto_remove_deps
        Remove packages that were installed automatically to satisfy dependencies

        .. versionadded:: 2019.2.0

    Returns a dict containing the changes.

    CLI Example:

    .. code-block:: bash

        salt '*' pkg.remove <package name>
        salt '*' pkg.remove <package1>,<package2>,<package3>
        salt '*' pkg.remove pkgs='["foo", "bar"]'
        salt '*' pkg.remove pkgs='["foo", "bar"]' remove_dependencies=True auto_remove_deps=True
    '''
    try:
        pkg_params = __salt__['pkg_resource.parse_targets'](name, pkgs)[0]
    except MinionError as exc:
        raise CommandExecutionError(exc)

    old = list_pkgs()
    targets = [x for x in pkg_params if x in old]
    if not targets:
        return {}
    cmd = ['opkg', 'remove']
    _append_noaction_if_testmode(cmd, **kwargs)
    if kwargs.get('remove_dependencies', False):
        cmd.append('--force-removal-of-dependent-packages')
    if kwargs.get('auto_remove_deps', False):
        cmd.append('--autoremove')
    cmd.extend(targets)

    out = __salt__['cmd.run_all'](
        cmd,
        output_loglevel='trace',
        python_shell=False
    )
    if out['retcode'] != 0:
        if out['stderr']:
            errors = [out['stderr']]
        else:
            errors = [out['stdout']]
    else:
        errors = []

    __context__.pop('pkg.list_pkgs', None)
    new = list_pkgs()
    if _is_testmode(**kwargs):
        reportedPkgs = _parse_reported_packages_from_remove_output(out['stdout'])
        new = {k: v for k, v in new.items() if k not in reportedPkgs}
    ret = salt.utils.data.compare_dicts(old, new)

    rs_result = _get_restartcheck_result(errors)

    if errors:
        raise CommandExecutionError(
            'Problem encountered removing package(s)',
            info={'errors': errors, 'changes': ret}
        )

    _process_restartcheck_result(rs_result, **kwargs)

    return ret