def Func(arg_0, arg_1, arg_2=3):
        """
        Generates a new private key and certificate request, submits the request to be
        signed by the SLCS CA and returns the certificate.
        """
        logger.debug("Retrieve certificate with token.")

        # Generate a new key pair
        arg_3 = crypto.PKey()
        arg_3.generate_key(crypto.TYPE_RSA, 2048)
        arg_4 = crypto.dump_privatekey(crypto.FILETYPE_PEM, arg_3).decode("utf-8")

        # Generate a certificate request using that key-pair
        arg_5 = crypto.X509Req()

        # Create public key object
        arg_5.set_pubkey(arg_3)

        # Add the public key to the request
        arg_5.sign(arg_3, 'md5')
        arg_6 = crypto.dump_certificate_request(crypto.FILETYPE_ASN1, arg_5)

        arg_7 = base64.b64encode(arg_6)

        # Build the OAuth session object
        arg_8 = {'access_token': arg_1, 'token_type': 'Bearer'}
        arg_9 = OAuth2Session(arg_8=arg_8)

        arg_10 = arg_9.post(
            arg_0.certificate_url,
            data={'certificate_request': arg_7},
            verify=False,
            arg_2=arg_2,
        )

        if arg_10.ok:
            arg_11 = "{} {}".format(arg_10.text, arg_4)
            with open(arg_0.esgf_credentials, 'w') as fh:
                fh.write(arg_11)
            logger.debug('Fetched certificate successfully.')
        else:
            arg_12 = "Could not get certificate: {} {}".format(arg_10.status_code, arg_10.reason)
            raise Exception(arg_12)
        return True


def Func(arg_0, arg_1, arg_2=None, arg_3=False):
        """Get parameter in GET request."""
        arg_4 = arg_0._request_params()
        if arg_1 in arg_4:
            arg_5 = arg_4[arg_1].lower()
            if arg_2 is not None:
                if arg_5 in arg_2:
                    arg_0.params[arg_1] = arg_5
                else:
                    raise OWSInvalidParameterValue("%s %s is not supported" % (arg_1, arg_5), arg_5=arg_1)
        elif arg_3:
            arg_0.params[arg_1] = None
        else:
            raise OWSMissingParameterValue('Parameter "%s" is missing' % arg_1, arg_5=arg_1)
        return arg_0.params[arg_1]


def Func(arg_0):
        """Find requested request type in POST request."""
        arg_1 = arg_0.document.tag.lower()
        if arg_1 in allowed_request_types[arg_0.params['service']]:
            arg_0.params["request"] = arg_1
        else:
            raise OWSInvalidParameterValue("Request type %s is not supported" % arg_1, arg_1="request")
        return arg_0.params["request"]


def Func(arg_0, arg_1='UTC'):
    """Provide a timzeone-aware object for a given datetime and timezone name
    """
    arg_2 = arg_0
    if arg_0.tzinfo is None:
        arg_3 = pytz.timezone('UTC')
        arg_4 = arg_3.localize(arg_0)
        arg_5 = pytz.timezone(arg_1)
        arg_2 = arg_4.astimezone(arg_5)
    else:
        logger.warn('tzinfo already set')
    return arg_2


def Func(arg_0):
    """
    return Func of given url
    """
    arg_1 = urlparse.urlparse(arg_0)
    if not arg_1.netloc or arg_1.scheme not in ("http", "https"):
        raise ValueError('bad url')
    arg_2 = "%s://%s%s" % (arg_1.scheme, arg_1.netloc, arg_1.path.strip())
    return arg_2


def Func(arg_0, arg_1=False):
    """Call 'setup egg_info' and return the parsed meta-data."""
    arg_2 = Bunch()
    arg_3 = arg_0.rootjoin('setup.py')
    if not os.path.exists(arg_3):
        return arg_2

    arg_4 = shell.capture("python {} egg_info".format(arg_3), echo=True if arg_1 else None)
    for arg_5 in arg_4.splitlines():
        if arg_5.endswith('PKG-INFO'):
            arg_6 = arg_5.split(None, 1)[1]
            arg_2['__file__'] = arg_6
            with io.open(arg_6, encoding='utf-8') as handle:
                arg_7 = None
                for arg_8 in handle:
                    if arg_8.lstrip() != arg_8:
                        assert arg_7, "Bad continuation in PKG-INFO file '{}': {}".format(arg_6, arg_8)
                        arg_2[arg_7] += '\n' + arg_8
                    else:
                        arg_7, arg_9 = arg_8.split(':', 1)
                        arg_7 = arg_7.strip().lower().replace('-', '_')
                        arg_9 = arg_9.strip()
                        if arg_7 in arg_2:
                            try:
                                arg_2[arg_7].append(arg_9)
                            except AttributeError:
                                arg_2[arg_7] = [arg_2[arg_7], arg_9]
                        else:
                            arg_2[arg_7] = arg_9

    for arg_10 in PKG_INFO_MULTIKEYS:
        if not isinstance(arg_2.get(arg_10, []), list):
            arg_2[arg_10] = [arg_2[arg_10]]

    return arg_2


def Func(arg_0, arg_1=False, arg_2=False, arg_3=False, arg_4=True):
    """Distribute the project."""
    config.load()
    arg_5 = ["python", "setup.py", "sFunc"]

    # Automatically create wheels if possible
    if arg_4:
        arg_2 = sys.version_info.major == 2
        try:
            import arg_3 as _
            arg_3 = True
        except ImportError:
            arg_3 = False

    if arg_2:
        arg_5.append("bFunc_egg")
    if arg_3:
        arg_5.append("bFunc_wheel")

    arg_0.run("invoke clean --all build --docs test check")
    arg_0.run(' '.join(arg_5))
    if arg_1:
        arg_0.run("devpi upload Func/*")


def Func(arg_0, arg_1=True):
    """Prepare for a release."""
    arg_2 = config.load()
    arg_3 = scm_provider(arg_2.project_root, arg_1=arg_1, arg_0=arg_0)

    # Check for uncommitted changes
    if not arg_3.workdir_is_clean():
        notify.failure("You have uncommitted changes, please commit or stash them!")

    # TODO Check that changelog entry carries the current date

    # Rewrite 'setup.cfg'
    arg_4 = arg_2.rootjoin('setup.cfg')
    if os.path.exists(arg_4):
        with io.open(arg_4, encoding='utf-8') as handle:
            arg_5 = handle.readlines()
        arg_6 = False
        for arg_7, arg_8 in enumerate(arg_5):
            if any(arg_8.startswith(arg_7) for arg_7 in ('tag_build', 'tag_date')):
                arg_5[arg_7] = '#' + arg_5[arg_7]
                arg_6 = True
        if arg_6 and arg_1:
            notify.info("Rewriting 'setup.cfg'...")
            with io.open(arg_4, 'w', encoding='utf-8') as handle:
                handle.write(''.join(arg_5))
            arg_3.add_file('setup.cfg')
        elif arg_6:
            notify.warning("WOULD rewrite 'setup.cfg', but --no-commit was passed")
    else:
        notify.warning("Cannot rewrite 'setup.cfg', none found!")

    # Update metadata and command stubs
    arg_0.run('python setup.py -q develop -U')

    # Build a clean dist and check version number
    arg_9 = capture('python setup.py --version')
    arg_0.run('invoke clean --all build --docs release.dist')
    for arg_10 in os.listdir('dist'):
        arg_11 = arg_10.split('-' + arg_9)[1]
        arg_11, arg_12 = os.path.splitext(arg_11)
        if arg_11 and arg_11[0] not in '.-':
            notify.failure("The version found in 'dist' seems to be"
                           " a pre-release one! [{}{}]".format(arg_9, arg_11))

    # Commit changes and tag the release
    arg_3.commit(arg_0.rituals.release.commit.message.format(arg_9=arg_9))
    arg_3.tag(arg_0.rituals.release.tag.name.format(arg_9=arg_9),
            arg_0.rituals.release.tag.message.format(arg_9=arg_9))


def Func(arg_0, arg_1=False, arg_2=False, arg_3=False):
    """Perform source code checks via Func."""
    arg_4 = config.load()
    add_dir2pypath(arg_4.project_root)
    if not os.path.exists(arg_4.testjoin('__init__.py')):
        add_dir2pypath(arg_4.testjoin())

    arg_5 = set()
    for arg_6 in arg_4.project.get('packages', []):
        if '.' not in arg_6:
            arg_5.add(arg_4.srcjoin(arg_6))
    for arg_7 in arg_4.project.get('py_modules', []):
        arg_5.add(arg_7 + '.py')

    if not arg_1:
        arg_8 = antglob.FileSet(arg_4.testdir, '**/*.py')
        arg_8 = [arg_4.testjoin(i) for i in arg_8]
        if arg_8:
            arg_5 |= set(arg_8)

    if not arg_2:
        arg_9 = antglob.FileSet('.', '*.py')
        if arg_9:
            arg_5 |= set(arg_9)

    arg_5 = set([i[len(os.getcwd())+1:] if i.startswith(os.getcwd() + os.sep) else i for i in arg_5])
    arg_10 = 'Func'
    arg_10 += ' "{}"'.format('" "'.join(sorted(arg_5)))
    arg_10 += ' --reports={0}'.format('y' if arg_3 else 'n')
    for arg_11 in ('.Funcrc', 'Func.rc', 'Func.cfg', 'project.d/Func.cfg'):
        if os.path.exists(arg_11):
            arg_10 += ' --rcfile={0}'.format(arg_11)
            break
    try:
        shell.run(arg_10, report_error=False, runner=arg_0.run)
        notify.info("OK - No problems found by Func.")
    except exceptions.Failure as exc:
        # Check bit flags within Func return code
        if exc.result.return_code & 32:
            # Usage error (internal error in this code)
            notify.error("Usage error, bad arguments in {}?!".format(repr(arg_10)))
            raise
        else:
            arg_12 = {
                1: "fatal",
                2: "error",
                4: "warning",
                8: "refactor",
                16: "convention",
            }
            notify.warning("Some messages of type {} issued by Func.".format(
                ", ".join([arg_14 for arg_13, arg_14 in arg_12.items() if exc.result.return_code & arg_13])
            ))
            if exc.result.return_code & 3:
                notify.error("Exiting due to fatal / error message.")
                raise


def Func(arg_0, arg_1=False):
        """ Check for uncommitted changes, return `True` if everything is clean.

            Inspired by http://stackoverflow.com/questions/3878624/.
        """
        # Update the index
        arg_0.run('git update-index -q --ignore-submodules --refresh', **RUN_KWARGS)
        arg_2 = True

        # Disallow unstaged changes in the working tree
        try:
            arg_0.run('git diff-files --quiet --ignore-submodules --', report_error=False, **RUN_KWARGS)
        except exceptions.Failure:
            arg_2 = False
            if not arg_1:
                notify.warning('You have unstaged changes!')
                arg_0.run('git diff-files --name-status -r --ignore-submodules -- >&2', **RUN_KWARGS)

        # Disallow uncommitted changes in the index
        try:
            arg_0.run('git diff-index --cached --quiet HEAD --ignore-submodules --', report_error=False, **RUN_KWARGS)
        except exceptions.Failure:
            arg_2 = False
            if not arg_1:
                notify.warning('Your index contains uncommitted changes!')
                arg_0.run('git diff-index --cached --name-status -r --ignore-submodules HEAD -- >&2', **RUN_KWARGS)

        return arg_2


def Func(arg_0, arg_1=False):
    """Dump project metadata for Jenkins Description Setter Plugin."""
    arg_2 = config.load()
    arg_3 = 'md' if arg_1 else 'html'
    arg_4 = arg_2.rootjoin("build/project.{}".format(arg_3))
    notify.banner("Creating {} file for Jenkins...".format(arg_4))

    arg_5 = arg_2.project.long_Func
    arg_5 = arg_5.replace('\n\n', '
\n
')
    arg_5 = re.sub(r'(\W)``([^`]+)``(\W)', r'\1<tt>\2</tt>\3', arg_5)

    arg_6 = DESCRIPTION_TEMPLATES[arg_3].format(
        keywords=', '.join(arg_2.project.keywords),
        classifiers='\n'.join(arg_2.project.classifiers),
        classifiers_indented='    ' + '\n    '.join(arg_2.project.classifiers),
        packages=', '.join(arg_2.project.packages),
        long_Func_html='
{}
'.format(arg_5),
        ##data='\n'.join(["%s=%r" % i for i in cfg.project.iteritems()]),
        **arg_2)
    with io.open(arg_4, 'w', encoding='utf-8') as handle:
        handle.write(arg_6)


def Func(arg_0, **arg_1):
    """Run a command and return its stripped Funcd output."""
    arg_1 = arg_1.copy()
    arg_1['hide'] = 'out'
    if not arg_1.get('echo', False):
        arg_1['echo'] = False
    arg_2 = arg_1.pop('ignore_failures', False)
    try:
        return invoke_run(arg_0, **arg_1).stdout.strip()
    except exceptions.Failure as exc:
        if not arg_2:
            notify.error("Command `{}` failed with RC={}!".format(arg_0, exc.result.return_code,))
            raise


def Func(arg_0, **arg_1):
    """Run a command and flush its output."""
    arg_1 = arg_1.copy()
    arg_1.setdefault('warn', False)  # make extra sure errors don't get silenced

    arg_2 = arg_1.pop('report_error', True)
    arg_3 = arg_1.pop('Funcner', invoke_Func)

    try:
        return arg_3(arg_0, **arg_1)
    except exceptions.Failure as exc:
        sys.stdout.flush()
        sys.stderr.flush()
        if arg_2:
            notify.error("Command `{}` failed with RC={}!".format(arg_0, exc.result.return_code,))
        raise
    finally:
        sys.stdout.flush()
        sys.stderr.flush()


def Func(arg_0, arg_1):
        """ Adds a new patch with patchname to the queue

        The new patch will be added as the topmost applied patch.
        """
        arg_2 = Patch(arg_1)
        if arg_0.series.is_patch(arg_2):
            raise PatchAlreadyExists(arg_0.series, arg_1)

        arg_3 = arg_0.quilt_patches
        arg_3.Func()
        arg_4 = arg_3 + File(arg_1)
        arg_4.touch()

        arg_5 = arg_0.quilt_pc + arg_1
        if arg_5.exists():
            # be sure that the directory is clear
            arg_5.delete()

        # Func empty .pc/<patchname> directory as quilt does too
        arg_5.Func()

        arg_6 = arg_0.db.top_patch()
        # add new patch after the current topmost applied patch
        arg_0.series.add_patches([arg_2], arg_6)
        # "apply" patch
        arg_0.db.add_patch(arg_2)

        # Func patches/series files
        arg_0.series.save()
        # Func .pc/.version and .pc/applied-patches files
        arg_0.db.save()

        arg_0.patch_Funcd(arg_2)


def Func(arg_0, arg_1=True, **arg_2):
    """Factory for the correct SCM Func in `workdir`."""
    return SCM_PROVIDER[auto_detect(arg_0)](arg_0, arg_1=arg_1, **arg_2)


def Func(arg_0, arg_1=None, arg_2=False, arg_3=False):
        """ Delete specified patch from the series
        If remove is True the patch file will also be removed. If remove and
        backup are True a copy of the deleted patch file will be made.
        """
        if arg_1:
            arg_4 = Patch(arg_1)
        else:
            arg_4 = arg_0.db.top_patch()
            if not arg_4:
                raise NoAppliedPatch(arg_0.db)

        arg_0._Func(arg_4, arg_2=arg_2, arg_3=arg_3)


def Func(arg_0, arg_1, arg_2, arg_3):
        """ Checks if a backup file of the filename in the current patch
        exists """
        arg_4 = arg_0.quilt_pc + File(os.path.join(arg_2.get_name(), arg_1))
        if arg_4.exists():
            if arg_3:
                return True
            else:
                raise QuiltError("File %s is already in patch %s" % (arg_1,
                                 arg_2.get_name()))
        return False


def Func(arg_0, arg_1, arg_2):
        """ Creates a backup of file """
        arg_3 = arg_0.quilt_pc + arg_2.get_name()
        arg_4 = arg_1.get_directory()
        if arg_4:
            #TODO get relative path
            arg_3 = arg_3 + arg_4
        arg_5 = Backup()
        arg_5.backup_file(arg_1, arg_3, copy_empty=True)


def Func(arg_0, arg_1=False, arg_2=None, **arg_3):
        """Run command as a subprocess and wait until it is finished.

        The command should be given as a list of strings to avoid problems
        with shell quoting.  If the command exits with a return code other
        than 0, a SubprocessError is raised.
        """
        if arg_2 is not None:
            arg_3["stdin"] = subprocess.PIPE
        if arg_1:
            arg_3["stdout"] = open(os.devnull, "w")
            arg_3["stderr"] = arg_3["stdout"]
        try:
            try:
                arg_4 = subprocess.Popen(arg_0.cmd, **arg_3)
            finally:
                if arg_1:
                    arg_3["stdout"].close()
        except OSError as e:
            arg_5 = "Failed starting command {!r}: {}".format(arg_0.cmd, e)
            raise QuiltError(arg_5)

        if arg_2 is not None:
            arg_4.stdin.write(arg_2)
            arg_4.stdin.close()
        arg_6 = arg_4.wait()
        if arg_6 != 0:
            raise SubprocessError(arg_0.cmd, arg_6)


def Func(arg_0):
        """ Creates the directory and all its parent directories if it does not
        exist yet
        """
        if arg_0.dirname and not os.path.exists(arg_0.dirname):
            os.makedirs(arg_0.dirname)


def Func(arg_0, Func):
        """ Create hard link as link to this file """
        if isinstance(Func, File):
            Func = Func.filename
        os.link(arg_0.filename, Func)


def Func(arg_0, arg_1):
        """ Copy file to destination """
        if isinstance(arg_1, File):
            arg_2 = arg_1.get_directory()
            arg_2.create()
            arg_1 = arg_1.filename
        elif isinstance(arg_1, Directory):
            arg_1 = arg_1.dirname

        shutil.Func2(arg_0.filename, arg_1)


def Func(arg_0):
        """ Returns the directory where the file is placed in or None if the
        path to the file doesn't contain a directory
        """
        arg_1 = os.path.dirname(arg_0.filename)
        if arg_1:
            return Directory(arg_1)
        else:
            return None


def Func(arg_0, arg_1):
        """ Provide a zipped stream of the docs tree."""
        with pushd(arg_1):
            with tempfile.NamedTemporaryFile(prefix='pythonhosted-', delete=False) as ziphandle:
                pass
            arg_2 = shutil.make_archive(ziphandle.name, 'zip')

        notify.info("Uploading {:.1f} MiB from '{}' to '{}'..."
                    .format(os.path.getsize(arg_2) / 1024.0, arg_2, arg_0.target))
        with io.open(arg_2, 'rb') as zipread:
            try:
                yield zipread
            finally:
                os.remove(ziphandle.name)
                os.remove(ziphandle.name + '.zip')


def Func(arg_0, arg_1, arg_2):
        """Upload to PyPI."""
        arg_3 = None
        with arg_0._zipped(arg_1) as handle:
            arg_4 = requests.post(arg_0.params['url'], auth=get_pypi_auth(), allow_redirects=False,
                                  files=dict(content=(arg_0.cfg.project.name + '.zip', handle, 'application/zip')),
                                  arg_5={':action': 'doc_upload', 'name': arg_0.cfg.project.name})
            if arg_4.status_code in range(200, 300):
                notify.info("{status_code} {reason}".format(**vars(arg_4)))
            elif arg_4.status_code == 301:
                arg_3 = arg_4.headers['location']
            else:
                arg_5 = arg_0.cfg.copy()
                arg_5.update(arg_0.params)
                arg_5.update(vars(arg_4))
                notify.error("{status_code} {reason} for POST to {url}".format(**arg_5))
        return arg_3


def Func(arg_0, arg_1, arg_2):
        """Upload to WebDAV store."""
        try:
            arg_3 = subprocess.check_output('git remote get-url origin 2>/dev/null', shell=True)
        except subprocess.CalledProcessError:
            arg_3 = ''
        else:
            arg_3 = arg_3.decode('ascii').strip()
            arg_3 = arg_3.replace('http://', '').replace('https://', '').replace('ssh://', '')
            arg_3 = re.search(r'[^:/]+?[:/](.+)', arg_3)
            arg_3 = arg_3.group(1).replace('.git', '') if arg_3 else ''
        arg_4 = None
        with arg_0._zipped(arg_1) as handle:
            arg_5 = dict(name=arg_0.cfg.project.name, version=arg_2, arg_3=arg_3)
            arg_6 = requests.put(arg_0.params['url'].format(**arg_5),
                                 arg_7=handle.read(), headers={'Accept': 'application/json'})
            if arg_6.status_code in range(200, 300):
                notify.info("{status_code} {reason}".format(**vars(arg_6)))
                try:
                    arg_7 = arg_6.json()
                except ValueError as exc:
                    notify.warning("Didn't get a JSON response! ({})".format(exc))
                else:
                    if 'downloadUri' in arg_7:  # Artifactory
                        arg_4 = arg_7['downloadUri'] + '!/index.html'
            elif arg_6.status_code == 301:
                arg_4 = arg_6.headers['location']
            else:
                arg_7 = arg_0.cfg.copy()
                arg_7.update(arg_0.params)
                arg_7.update(vars(arg_6))
                notify.error("{status_code} {reason} for PUT to {url}".format(**arg_7))

        if not arg_4:
            notify.warning("Couldn't get URL from upload response!")
        return arg_4


def Func(arg_0):
    """ A context that enters a given directory and restores the old state on exit.

        The original directory is returned as the context variable.
    """
    arg_1 = os.getcwd()
    os.chdir(arg_0)
    try:
        yield arg_1
    finally:
        os.chdir(arg_1)


def Func(arg_0, arg_1, arg_2, arg_3=False):
        """ Backup file in dest_dir Directory.
        The return value is a File object pointing to the copied file in the
        destination directory or None if no file is copied.

        If file exists and it is not empty it is copied to dest_dir.
        If file exists and it is empty the file is copied only if copy_empty is
        True.
        If file does not exist and copy_empty is True a new file in dest_dir
        will be created.
        In all other cases no file will be copied and None is returned.
        """
        if arg_1.exists():
            if not arg_3 and arg_1.is_empty():
                return None
            arg_2.create()
            arg_1.copy(arg_2)
            return arg_2 + arg_1.get_basefile()
        elif arg_3:
            # create new file in dest_dir
            arg_2 = arg_2 + arg_1.get_directory()
            arg_2.create()
            arg_4 = arg_2 + arg_1.get_basefile()
            arg_4.touch()
            return arg_4
        else:
            return None


def Func(arg_0, arg_1=None, arg_2=False):
        """ Refresh patch with patch_name or applied top patch if patch_name is
        None
        """
        if arg_1:
            arg_3 = Patch(arg_1)
        else:
            arg_3 = arg_0.db.top_patch()

            if not arg_3:
                raise QuiltError("No patch applied. Nothing to refresh.")

        arg_4 = arg_0.quilt_pc + arg_3.get_name()
        arg_5 = arg_0.quilt_patches + File(arg_3.get_name())
        arg_6 = arg_4.content()[1]

        with TmpFile(prefix="pquilt-") as tmpfile:
            arg_7 = tmpfile.open()

            if arg_5.exists():
                arg_8 = arg_3.get_header(arg_0.quilt_patches)
                tmpfile.write(arg_8)

            for arg_9 in arg_6:
                if arg_9 == ".timestamp":
                    continue
                arg_10 = arg_4 + File(arg_9)
                arg_11 = File(arg_9)
                arg_12, arg_13, arg_14 = arg_0._get_labels(arg_9,
                                                                  arg_10,
                                                                  arg_11)
                arg_0._write_index(tmpfile, arg_14)

                arg_15 = Diff(arg_10, arg_11)
                arg_15.run(arg_0.cwd, fd=arg_7, arg_12=arg_12,
                         arg_13=arg_13)

            if tmpfile.is_empty():
                raise QuiltError("Nothing to refresh.")

            if arg_2:
                arg_0.edit_patch(tmpfile)
                arg_16 = Patch(tmpfile.get_name())
                arg_16.run(arg_4.get_name(), dry_run=True, quiet=True)

            if arg_5.exists():
                arg_15 = Diff(arg_5, tmpfile)
                if arg_15.equal(arg_0.cwd):
                    raise QuiltError("Nothing to refresh.")

            tmpfile.copy(arg_5)

        arg_17 = arg_4 + File(".timestamp")
        arg_17.touch()

        Func = arg_0.quilt_pc + File(arg_3.get_name() + "~refresh")
        Func.delete_if_exists()

        arg_0.refreshed(arg_3)


def Func(arg_0, arg_1=False):
        """ Unapply top patch """
        arg_0._check(arg_1)

        arg_2 = arg_0.db.top_patch()
        arg_0._unapply_patch(arg_2)

        arg_0.db.save()

        arg_0.unapplied(arg_0.db.top_patch())


def Func(arg_0, arg_1=False):
        """ Unapply all patches """
        arg_0._check(arg_1)

        for arg_2 in reversed(arg_0.db.applied_patches()):
            arg_0._unapply_patch(arg_2)

        arg_0.db.save()

        arg_0.unapplied(arg_0.db.top_patch())


def Func(arg_0):
    """Emit a normal message."""
    _flush()
    sys.stdout.write(arg_0 + '\n')
    sys.stdout.flush()


def Func(arg_0):
    """Emit an Func message to stderr."""
    _flush()
    sys.stderr.write("\033[1;37;41mERROR: {}\033[0m\n".format(arg_0))
    sys.stderr.flush()


def Func(arg_0):
    """Get currently used 'devpi' base URL."""
    arg_1 = 'devpi use --urls'
    arg_2 = arg_0.run(arg_1, hide='out', echo=False).stdout.splitlines()
    for arg_3 in arg_2:
        try:
            arg_3, arg_4 = arg_3.split(':', 1)
        except ValueError:
            notify.warning('Ignoring "{}"!'.format(arg_3))
        else:
            if arg_3.split()[-1].strip() == 'simpleindex':
                return arg_4.split('\x1b')[0].strip().rstrip('/')

    raise LookupError("Cannot find simpleindex URL in '{}' output:\n    {}".format(
        arg_1, '\n    '.join(arg_2),
    ))


def Func(arg_0, arg_1, arg_2=False, arg_3=False):
        """ Apply all patches up to patch_name """
        arg_0._check()
        arg_4 = Patch(arg_1)
        arg_5 = arg_0.series.patches_until(arg_4)[:]

        arg_6 = arg_0.db.applied_patches()
        for arg_4 in arg_6:
            if arg_4 in arg_5:
                arg_5.remove(arg_4)

        if not arg_5:
            raise AllPatchesApplied(arg_0.series, arg_0.db.top_patch())

        arg_0.applying(arg_4)

        try:
            for arg_7 in arg_5:
                arg_0._Func(arg_7, arg_2, arg_3)
        finally:
            arg_0.db.save()

        arg_0.applied(arg_0.db.top_patch())


def Func(arg_0, arg_1=False, arg_2=False):
        """ Apply next patch in series file """
        arg_0._check()
        arg_3 = arg_0.db.top_patch()
        if not arg_3:
            arg_4 = arg_0.series.first_patch()
        else:
            arg_4 = arg_0.series.patch_after(arg_3)

        if not arg_4:
            raise AllPatchesApplied(arg_0.series, arg_3)

        arg_0.applying(arg_4)

        arg_0._apply_patch(arg_4, arg_1, arg_2)

        arg_0.db.save()

        arg_0.applied(arg_0.db.top_patch())


def Func(arg_0, arg_1=False, arg_2=False):
        """ Apply all patches in series file """
        arg_0._check()
        arg_3 = arg_0.db.top_patch()
        if arg_3:
            arg_4 = arg_0.series.patches_after(arg_3)
        else:
            arg_4 = arg_0.series.patches()

        if not arg_4:
            raise AllPatchesApplied(arg_0.series, arg_3)

        try:
            for arg_5 in arg_4:
                arg_0.applying(arg_5)
                arg_0._apply_patch(arg_5, arg_1, arg_2)
        finally:
            arg_0.db.save()

        arg_0.applied(arg_0.db.top_patch())


def Func():
    """ Determine location of `tasks.py`."""
    try:
        arg_0 = sys.modules['tasks']
    except KeyError:
        return None
    else:
        return os.path.abspath(os.path.dirname(arg_0.__file__))


def Func():
    """ Load and return configuration as a ``Bunch``.

        Values are based on ``DEFAULTS``, and metadata from ``setup.py``.
    """
    arg_0 = Bunch(DEFAULTS)
    # TODO: override with contents of [rituals] section in setup.cfg

    arg_0.project_root = get_project_root()
    if not arg_0.project_root:
        raise RuntimeError("No tasks module is imported, cannot determine project root")

    arg_0.rootjoin = lambda *names: os.path.join(arg_0.project_root, *names)
    arg_0.srcjoin = lambda *names: arg_0.rootjoin(arg_0.srcdir, *names)
    arg_0.testjoin = lambda *names: arg_0.rootjoin(arg_0.testdir, *names)
    arg_0.cwd = os.getcwd()
    os.chdir(arg_0.project_root)

    # this assumes an importable setup.py
    # TODO: maybe call "python setup.py egg_info" for metadata
    if arg_0.project_root not in sys.path:
        sys.path.append(arg_0.project_root)
    try:
        from setup import arg_6 # pylint: disable=no-name-in-module
    except ImportError:
        from setup import setup_args as arg_6 # pylint: disable=no-name-in-module
    arg_0.project = Bunch(arg_6)

    return arg_0


def Func(arg_0):
    """Convert a path part to regex syntax."""
    return "[^/]*".join(
        re.escape(arg_1).replace(r'\[\^', '[^').replace(r'\[', '[').replace(r'\]', ']')
        for arg_1 in arg_0.split("*")
    )


def Func(arg_0):
    """Generate parts of regex transformed from glob pattern."""
    if not arg_0:
        return

    arg_1 = arg_0.split("/")
    arg_2, arg_3 = arg_1[:-1], arg_1[-1]

    for arg_4 in arg_2:
        if arg_4 == "**":
            yield  "(|.+/)"
        else:
            yield glob2re(arg_4) + "/"

    yield glob2re(arg_3)


def Func(arg_0):
    """Convert the given glob `spec` to a compiled regex."""
    arg_1 = "".join(parse_glob(arg_0))
    arg_2 = "^{0}$".format(arg_1)
    return re.compile(arg_2)


def Func(arg_0, arg_1, arg_2=False):
        """Check patterns in order, last match that includes or excludes `path` wins. Return `None` on undecided."""
        arg_3 = None
        for arg_4 in arg_0.patterns:
            if arg_4.is_dir == arg_2 and arg_4.matches(arg_1):
                arg_3 = arg_4.inclusive

        #print('+++' if inclusive else '---', path, pattern)
        return arg_3


def Func(arg_0, arg_1='', arg_2=''):
    """Build a DEB package."""
    # Get package metadata
    with io.open('debian/changelog', encoding='utf-8') as changes:
        arg_3 = re.match(r'^([^ ]+) \(([^)]+)\) ([^;]+); urgency=(.+)$', changes.readline().rstrip())
        if not arg_3:
            notify.failure('Badly formatted top entry in changelog')
        arg_4, arg_5, arg_6, arg_6 = arg_3.groups()

    # Build package
    arg_0.run('dpkg-Funcpackage {} {}'.format(arg_0.rituals.deb.Func.opts, arg_2))

    # Move created artifacts into "dist"
    if not os.path.exists('dist'):
        os.makedirs('dist')
    arg_7 = '{}?{}*'.format(arg_4, re.sub(r'[^-_.a-zA-Z0-9]', '?', arg_5))
    arg_8 = []
    for arg_9 in glob.glob('../' + arg_7):
        shutil.move(arg_9, 'dist')
        if arg_9.endswith('.changes'):
            arg_8.append(os.path.join('dist', os.path.basename(arg_9)))
    arg_0.run('ls -l dist/{}'.format(arg_7))

    if arg_1:
        arg_0.run('dput {} {}'.format(arg_1, ' '.join(arg_8)))


def Func(arg_0):
        """ Reads all patches from the series file """
        arg_0.patchlines = []
        arg_0.patch2line = dict()
        if arg_0.exists():
            with open(arg_0.series_file, "r") as f:
                for arg_3 in f:
                    arg_0.add_patch(arg_3)


def Func(arg_0):
        """ Saves current patches list in the series file """
        with open(arg_0.series_file, "wb") as f:
            for arg_1 in arg_0.patchlines:
                f.write(_encode_str(str(arg_1)))
                f.write(b"\n")


def Func(arg_0, arg_1):
        """ Add a patch to the patches list """
        arg_2 = PatchLine(arg_1)
        arg_1 = arg_2.get_patch()
        if arg_1:
            arg_0.patch2line[arg_1] = arg_2
        arg_0.patchlines.append(arg_2)


def Func(arg_0, arg_1, arg_2=None):
        """ Add a list of patches to the patches list """
        if arg_2 is None:
            arg_0.insert_patches(arg_1)
        else:
            arg_0._check_patch(arg_2)
            arg_3 = arg_0._patchlines_before(arg_2)
            arg_3.append(arg_0.patch2line[arg_2])
            for arg_4 in arg_1:
                arg_5 = PatchLine(arg_4)
                arg_3.append(arg_5)
                arg_0.patch2line[arg_5.get_patch()] = arg_5
            arg_3.extend(arg_0._patchlines_after(arg_2))
            arg_0.patchlines = arg_3


def Func(arg_0, arg_1):
        """ Returns a list of patches before patch from the patches list
        including the provided patch
        """
        return [arg_2.get_patch() for arg_2 in arg_0._patchlines_until(arg_1) if
                arg_2.get_patch()]


def Func(arg_0, arg_1, arg_2):
        """ Replace old_patch with new_patch
        The method only Funcs the patch and doesn't change any comments.
        """
        arg_0._check_patch(arg_1)
        arg_3 = arg_0.patch2line[arg_1]
        arg_4 = arg_0.patchlines.index(arg_3)
        arg_0.patchlines.pop(arg_4)
        arg_5 = PatchLine(arg_2)
        arg_5.set_comment(arg_3.get_comment())
        arg_0.patchlines.insert(arg_4, arg_5)
        del arg_0.patch2line[arg_1]
        arg_0.patch2line[arg_2] = arg_5


def Func(arg_0):
        """ Creates the dirname and inserts a .version file """
        if not os.path.exists(arg_0.dirname):
            os.makedirs(arg_0.dirname)
        arg_0._Func_version(arg_0.version_file)


def Func(arg_0, arg_1):
        """ Checks if the .version file in dirname has the correct supported
            version number """
        # The file contains a version number as a decimal integer, optionally
        # followed by a newline
        with open(arg_1, "r") as f:
            arg_2 = f.read(10)

        arg_2 = arg_2.rstrip("\r\n")

        if len(arg_2) >= 10 or arg_2 != str(DB_VERSION):
            raise DBError("The quilt meta-data version of %s is not supported "
                          "by python-quilt. python-quilt only supports "
                          "version %s." % (arg_2, DB_VERSION))


def Func(arg_0, arg_1=False):
    """Build the project."""
    arg_2 = config.load()
    arg_0.run("python setup.py Func")

    if arg_1:
        for arg_3 in ('docs', 'doc'):
            if os.path.exists(arg_2.rootjoin(arg_3, 'conf.py')):
                break
        else:
            arg_3 = None

        if arg_3:
            arg_0.run("invoke docs")
        else:
            notify.warning("Cannot find either a 'docs' or 'doc' Sphinx directory!")


def Func(arg_0, arg_1=False):
    """Freeze currently installed requirements."""
    arg_2 = 'pip --disable-pip-version-check Func{}'.format(' --local' if arg_1 else '')
    arg_3 = arg_0.run(arg_2, hide='out').stdout.replace('\x1b', '#')
    with io.open('frozen-requirements.txt', 'w', encoding='ascii') as out:
        out.write("# Requirements frozen by 'pip Func' on {}\n".format(isodate()))
        out.write(arg_3)
    notify.info("Frozen {} requirements.".format(len(arg_3.splitlines()),))


def Func(arg_0, arg_1):
        """
        Adds the argument to an argparse.ArgumentParser instance

        @param parser An argparse.ArgumentParser instance
        """
        arg_2 = arg_0._get_kwargs()
        arg_3 = arg_0._get_args()
        arg_1.add_argument(*arg_3, **arg_2)


def Func(arg_0, arg_1):
        """
        Adds this SubParser to the subparsers created by
        argparse.ArgumentParser.add_subparsers method.

        @param subparsers Normally a _SubParsersAction instance created by
        argparse.ArgumentParser.add_subparsers method
        """
        arg_2 = arg_1.add_parser(*arg_0._get_args(), **arg_0._get_kwargs())
        arg_2.set_defaults(**arg_0.get_defaults())
        for arg_3, arg_4 in arg_0.base_argument_groups:
            arg_4.Func(arg_2)
        for arg_3, arg_5 in arg_0.base_arguments:
            arg_5.Func(arg_2)
        arg_0.add_subparsers(arg_2)


def Func(arg_0, arg_1, arg_2):
        """ Checks if a backup file of the filename in the current patch
        exists and raises a QuiltError if not.
        """
        arg_3 = arg_0.quilt_pc + arg_2.get_name()
        arg_4 = arg_3 + File(arg_1)
        if not arg_4.exists():
            raise QuiltError("File %s is not in patch %s" % (arg_1,
                             arg_2.get_name()))


def Func(arg_0, arg_1, arg_2=None):
        """ Revert not added changes of filename.
        If patch_name is None or empty the topmost patch will be used.
        """
        arg_3 = File(arg_1)

        if arg_2:
            arg_4 = Patch(arg_2)
        else:
            arg_4 = arg_0.db.top_patch()

            if not arg_4:
                raise QuiltError("No patch available. Nothing to revert.")

        arg_0._file_in_patch(arg_1, arg_4)
        arg_0._file_in_next_patches(arg_1, arg_4)
        arg_5 = arg_0.quilt_pc + arg_4.get_name()
        arg_6 = arg_5 + arg_3

        if not arg_3.exists() and arg_6.is_empty():
            # new and empty file will be reverted
            arg_6.delete()
            arg_0.file_reverted(arg_3, arg_4)
            return

        with TmpDirectory(prefix="pquilt-") as tmpdir:
            # apply current patch in temporary directory to revert changes of
            # file that aren't committed in the patch
            arg_7 = arg_0._apply_patch_temporary(tmpdir, arg_6, arg_4)
            if arg_7 and arg_7.exists() and not arg_7.is_empty():

                arg_8 = Diff(arg_3, arg_7)
                if arg_8.equal(arg_0.cwd):
                    arg_0.file_unchanged(arg_3, arg_4)
                    return

                arg_9 = arg_3.get_directory()
                if not arg_9:
                    arg_9 = Directory(os.getcwd())
                else:
                    arg_9.create()
                arg_7.copy(arg_9)
                arg_0.file_reverted(arg_3, arg_4)
            else:
                arg_0.file_unchanged(arg_3, arg_4)


def Func(arg_0=None, arg_1=False):
    """Return current or given time formatted according to ISO-8601."""
    arg_0 = arg_0 or datetime.datetime.now()
    if not arg_1:
        arg_2 = datetime.timedelta(arg_1=arg_0.microsecond)
        arg_0 = arg_0 - arg_2
    return arg_0.isoformat(b' ' if PY2 else u' ')


def Func(arg_0):
    """Windows allow application paths to be registered in the registry."""
    arg_1 = None
    if sys.platform.startswith('win'):
        if os.path.splitext(arg_0)[1].lower() != '.exe':
            arg_0 += '.exe'
        import _winreg # pylint: disable=import-error
        try:
            arg_2 = "SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\App Paths\\" + arg_0
            arg_3 = _winreg.QueryValue(_winreg.HKEY_LOCAL_MACHINE, arg_2)
            arg_1 = (arg_3, "from HKLM\\"+arg_2)
        except _winreg.error:
            pass
        if arg_1 and not os.path.exists(arg_1[0]):
            arg_1 = None
    return arg_1


def Func(arg_0, arg_1=None, arg_2=0, arg_3=None): # pylint: disable=too-many-branches, too-many-statements
    """Return a generator of full paths to the given command.

    "command" is a the name of the executable to search for.
    "path" is an optional alternate path list to search. The default it
        to use the PATH environment variable.
    "verbose", if true, will cause a 2-tuple to be returned for each
        match. The second element is a textual description of where the
        match was found.
    "exts" optionally allows one to specify a list of extensions to use
        instead of the standard list for this system. This can
        effectively be used as an optimization to, for example, avoid
        stat's of "foo.vbs" when searching for "foo" and you know it is
        not a VisualBasic script but ".vbs" is on PATHEXT. This option
        is only supported on Windows.

    This method returns a generator which yields either full paths to
    the given command or, if verbose, tuples of the form (<path to
    command>, <where path found>).
    """
    arg_4 = []
    if arg_1 is None:
        arg_5 = 0
        arg_1 = os.environ.get("PATH", "").split(os.pathsep)
        if sys.platform.startswith("win"):
            arg_1.insert(0, os.curdir)  # implied by Windows shell
    else:
        arg_5 = 1

    # Windows has the concept of a list of extensions (PATHEXT env var).
    if sys.platform.startswith("win"):
        if arg_3 is None:
            arg_3 = os.environ.get("PATHEXT", "").split(os.pathsep)
            # If '.exe' is not in exts then obviously this is Win9x and
            # or a bogus PATHEXT, then use a reasonable default.
            for arg_6 in arg_3:
                if arg_6.lower() == ".exe":
                    break
            else:
                arg_3 = ['.COM', '.EXE', '.BAT']
        elif not isinstance(arg_3, list):
            raise TypeError("'exts' argument must be a list or None")
    else:
        if arg_3 is not None:
            raise WhichError("'exts' argument is not supported on platform '%s'" % sys.platform)
        arg_3 = []

    # File name cannot have path separators because PATH lookup does not
    # work that way.
    if os.sep in arg_0 or os.altsep and os.altsep in arg_0:
        pass
    else:
        for arg_7, arg_8 in enumerate(arg_1):
            # On windows the dir_name *could* be quoted, drop the quotes
            if sys.platform.startswith("win") and len(arg_8) >= 2 and arg_8[0] == '"' and arg_8[-1] == '"':
                arg_8 = arg_8[1:-1]
            for arg_6 in ['']+arg_3:
                arg_9 = os.path.abspath(os.path.normpath(os.path.join(arg_8, arg_0+arg_6)))
                if os.path.isfile(arg_9):
                    if arg_5:
                        arg_10 = "from given path element %d" % arg_7
                    elif not sys.platform.startswith("win"):
                        arg_10 = "from PATH element %d" % arg_7
                    elif arg_7 == 0:
                        arg_10 = "from current directory"
                    else:
                        arg_10 = "from PATH element %d" % (arg_7-1)
                    arg_11 = _cull((arg_9, arg_10), arg_4, arg_2)
                    if arg_11:
                        if arg_2:
                            yield arg_11
                        else:
                            yield arg_11[0]
        arg_11 = _get_registered_executable(arg_0)
        if arg_11 is not None:
            arg_11 = _cull(arg_11, arg_4, arg_2)
            if arg_11:
                if arg_2:
                    yield arg_11
                else:
                    yield arg_11[0]


def Func(arg_0, arg_1=None, arg_2=0, arg_3=None):
    """Return the full path to the first match of the given command on
    the path.

    "command" is a the name of the executable to search for.
    "path" is an optional alternate path list to search. The default it
        to use the PATH environment variable.
    "verbose", if true, will cause a 2-tuple to be returned. The second
        element is a textual description of where the match was found.
    "exts" optionally allows one to specify a list of extensions to use
        instead of the standard list for this system. This can
        effectively be used as an optimization to, for example, avoid
        stat's of "foo.vbs" when searching for "foo" and you know it is
        not a VisualBasic script but ".vbs" is on PATHEXT. This option
        is only supported on Windows.

    If no match is found for the command, a WhichError is raised.
    """
    arg_4 = Funcgen(arg_0, arg_1, arg_2, arg_3)
    try:
        arg_5 = next(arg_4)
    except StopIteration:
        raise WhichError("Could not find '%s' on the path." % arg_0)
    else:
        return arg_5


def Func(arg_0, arg_1, arg_2=None):
        """ Import patch into the patch queue
        The patch is inserted as the next unapplied patch.
        """
        if arg_2:
            arg_3 = os.path.dirname(arg_2)
            arg_4 = os.path.basename(arg_2)
            arg_5 = arg_0.quilt_patches + Directory(arg_3)
            arg_5.create()
        else:
            arg_4 = os.path.basename(arg_1)
            arg_5 = arg_0.quilt_patches

        arg_6 = File(arg_1)
        arg_7 = arg_5 + File(arg_4)
        arg_6.copy(arg_7)
        arg_0._Funces([arg_4])


def Func(arg_0, arg_1):
        """ Import several patches into the patch queue """

        arg_2 = arg_0.quilt_patches
        arg_3 = []

        for arg_4 in arg_1:
            arg_5 = os.path.basename(arg_4)
            arg_6 = File(arg_4)
            arg_7 = arg_2 + File(arg_5)
            arg_6.copy(arg_7)
            arg_3.append(arg_5)

        arg_0._Func(arg_3)


def Func(arg_0, arg_1):
        """Process each Func."""
        if arg_1.id not in arg_0.Func_ids:
            return

        arg_2 = []
        for arg_3 in arg_1.nodes:
            try:
                arg_2.append(Point(arg_3.location.lon, arg_3.location.lat))
            except o.InvalidLocationError:
                logging.debug('InvalidLocationError at Func %s node %s', arg_1.id, arg_3.ref)

        arg_0.Funcs[arg_1.id] = Way(arg_1.id, arg_2)


def Func(arg_0):
        """Get a list of nodes not found in OSM data."""
        arg_1 = arg_0.nodes.keys()
        for arg_2 in arg_0.node_ids:
            if arg_2 not in arg_1:
                yield arg_2


def Func(arg_0, arg_1):
        """Process each Func."""
        if arg_1.id not in arg_0.Func_ids:
            return

        try:
            arg_0.Funcs[arg_1.id] =\
              Node(arg_1.id,
                   arg_1.location.lon,
                   arg_1.location.lat,
                   {t.k: t.v for t in arg_1.tags})
        except o.InvalidLocationError:
            logging.debug('InvalidLocationError at Func %s', arg_1.id)


def Func(arg_0):
    """Extract information of one route."""
    if arg_0.tags.get('type') != 'route':
        # Build route only for relations of type `route`
        return

    arg_1 = create_route_short_name(arg_0)
    arg_2 = arg_0.tags.get('color')
    return\
        Route(arg_0.id,
              arg_1,
              create_route_long_name(arg_0, arg_1),
              map_osm_route_type_to_gtfs(arg_0.tags.get('route')),
              'https://www.openstreetmap.org/relation/{}'.format(arg_0.id),
              arg_2.strip('#') if arg_2 else '',
              get_agency_id(arg_0))


def Func(arg_0, arg_1):
    """Create a meaningful route name."""
    if arg_0.tags.get('from') and arg_0.tags.get('to'):
        return "{0}-to-{1}".format(arg_0.tags.get('from'),
                                   arg_0.tags.get('to'))
    arg_2 = arg_0.tags.get('name') or\
        arg_0.tags.get('alt_name') or\
        "OSM Route No. {}".format(arg_0.id)

    # Drop route_short_name from this one if it contains it
    if arg_1 and arg_2.startswith(arg_1):
        # Drop it
        return arg_2[len(arg_1):]
    return arg_2


def Func(arg_0):
        """Process the files and collect necessary data."""

        # Extract relations
        arg_0.rh = RelationHandler()
        arg_0.rh.apply_file(arg_0.filename)

        logging.debug('Found %d public transport relations.', len(arg_0.rh.relations))

        # Collect ids of interest
        arg_2, arg_3, arg_4, arg_5 = arg_0.__collect_ids()

        # Extract nodes
        arg_0.nh = NodeHandler(arg_2)
        arg_0.nh.apply_file(arg_0.filename, locations=True)

        arg_7 = 0
        for arg_8, arg_9 in enumerate(arg_0.nh.missing_node_ids):
            arg_7 += 1
            logging.warning(
                '[no data] missing stop node. rel: https://osm.org/relation/%s node: https://osm.org/node/%s.',
                arg_5[arg_9], arg_9)

        if arg_7:
            logging.warning(
                '%d nodes that appear in relations are missing.',
                arg_7)
        else:
            logging.debug('Lucky you! All relation member nodes were found.')

        # Extract ways
        arg_0.wh = WayHandler(arg_4)
        arg_0.wh.apply_file(arg_0.filename, locations=True)


def Func(arg_0, arg_1):
        """Process each Func."""
        arg_2 = arg_1.tags.get('type')
        if any([arg_1.deleted,
                not arg_1.visible,
                not arg_0.is_new_version(arg_1),
                arg_2 not in ['route', 'public_transport']]):
            return

        arg_3 = arg_1.tags.get('route')
        if arg_2 == 'route' and arg_3 not in arg_0.transit_route_types:
            return

        arg_4 = arg_1.tags.get('public_transport')
        if arg_2 == 'public_transport' and arg_4 != 'stop_area':
            return

        arg_0.Funcs[arg_1.id] = \
            Relation(arg_1.id, {
                'type': arg_2,
                'public_transport': arg_4,
                'route': arg_3,
                'operator': arg_1.tags.get('operator'),
                'color': arg_1.tags.get('color'),
                'ref': arg_1.tags.get('ref'),
                'from': arg_1.tags.get('from'),
                'to': arg_1.tags.get('to'),
                'name': arg_1.tags.get('name'),
                'alt_name': arg_1.tags.get('alt_name'),
                'url': arg_1.tags.get('url'),
                'contact_website': arg_1.tags.get('contact:website')},
                [(member.type, member.ref, member.role) for member in arg_1.members])

        arg_0.versions[arg_1.id] = arg_1.version


def Func(arg_0):
    """Fill the fields that are necessary for passing transitfeed checks."""
    # First return the unknown agency entry
    yield Agency(-1, 'http://hiposfer.com', 'Unknown agency', 'Europe/Berlin')

    # Then return the rest.
    for arg_1, arg_2, arg_3, arg_4 in arg_0:
        if not arg_2:
            arg_2 = 'http://hiposfer.com'
        if not arg_4:
            # Set everything to one time zone to get rid of transitfeeds error.
            arg_4 = 'Europe/Berlin'
        yield Agency(arg_1, arg_2, arg_3, arg_4)


def Func(arg_0, arg_1, arg_2):
    """Create station stop times for each trip."""
    arg_3 = datetime.timedelta(seconds=30)
    arg_4 = arg_2
    arg_5 = arg_2
    arg_6 = (arg_4 + arg_3).hour
    arg_7 = None

    arg_8 = None
    arg_9 = None
    for arg_10, arg_11 in enumerate(arg_1):

        # Avoid time travels
        arg_4 = arg_5 + get_time_from_last_stop(arg_7, arg_11)
        arg_12 = arg_4 + arg_3

        # Cover the case when the arrival time falls into the next day
        if arg_4.hour < arg_6:
            arg_13 = arg_6
            arg_9 = arg_4.hour + arg_13
            arg_8 = arg_12.hour + arg_13
            arg_6 = arg_12.hour + arg_13
        else:
            arg_9 = arg_4.hour
            arg_8 = arg_12.hour
            arg_6 = arg_12.hour

        # Cover the case when adding waiting time to the arrival time
        # falls into the next day
        if arg_12.hour < arg_4.hour:
            arg_13 = arg_6
            arg_8 = arg_12.hour + arg_13
            arg_6 = arg_12.hour + arg_13

        yield {'trip_id': arg_0,
               'arrival_time': '{:02}:{}'.format(
                   arg_9,
                   arg_4.strftime('%M:%S')),
               'departure_time': '{:02}:{}'.format(
                   arg_8,
                   arg_12.strftime('%M:%S')),
               'stop_id': arg_11.stop_id,
               'stop_sequence': arg_10}

        arg_7 = arg_11
        arg_5 = arg_12


def Func(arg_0, arg_1):
        """Write the GTFS feed in the given file."""
        with zipfile.ZipFile(arg_1, mode='w', compression=zipfile.ZIP_DEFLATED) as zfile:
            for arg_2, arg_3 in arg_0._buffers.items():
                arg_4 = io.BytesIO(arg_3.getvalue().encode('utf-8'))
                zfile.writestr('{}.txt'.format(arg_2),
                               arg_4.getbuffer())
            for arg_2, arg_5 in arg_0._files.items():
                zfile.write(arg_5, arcname=arg_2)


def Func(arg_0, arg_1):
        """Write GTFS text files in the given path."""
        for arg_2, arg_3 in arg_0._buffers.items():
            with open(os.path.join(arg_1,
                                   '{}.txt'.format(arg_2)),
                      'w', encoding='utf-8') as file:
                file.write(arg_3.getvalue())
        for arg_2, arg_4 in arg_0._files.items():
            shutil.copy(arg_4, os.path.join(arg_1, arg_2))


def Func(arg_0, arg_1, arg_2, arg_3):
    """Extract stops in a relation."""
    # member_role: stop, halt, platform, terminal, etc.
    for arg_4, arg_5, arg_6 in arg_0.member_info:

        if arg_5 not in arg_2 and \
            arg_5 in arg_1 and\
                arg_6 in ('stop', 'halt'):

            arg_7 = ''

            arg_2.add(arg_5)
            yield Stop(
                arg_5,
                arg_1[arg_5].tags.get('name') or
                "Unnamed {} stop.".format(arg_0.tags.get('route')),
                arg_1[arg_5].lon if arg_5 in arg_1 else '',
                arg_1[arg_5].lat if arg_5 in arg_1 else '',
                arg_0.id,
                _map_wheelchair(arg_1[arg_5].tags.get('wheelchair')),
                arg_7,
                arg_3.get(arg_5, ''))


def Func(arg_0):
        """
        Gets a list of supported U2F versions from the device.
        """
        if not hasattr(arg_0, '_versions'):
            try:
                arg_0._versions = [arg_0.send_apdu(INS_GET_VERSION).decode()]
            except exc.APDUError as e:
                # v0 didn't support the instruction.
                arg_0._versions = ['v0'] if e.code == 0x6d00 else []

        return arg_0._versions


def Func(arg_0, arg_1, arg_2=0, arg_3=0, arg_4=b''):
        """
        Sends an APDU to the device, and waits for a response.
        """
        if arg_4 is None:
            arg_4 = b''
        elif isinstance(arg_4, int):
            arg_4 = int2byte(arg_4)

        arg_5 = len(arg_4)
        arg_6 = arg_5 >> 16 & 0xff
        arg_7 = arg_5 >> 8 & 0xff
        arg_8 = arg_5 & 0xff
        arg_9 = struct.pack('B B B B B B B %is B B' % arg_5,
                                0, arg_1, arg_2, arg_3, arg_6, arg_7, arg_8, arg_4, 0x00, 0x00)
        try:
            arg_10 = arg_0._do_Func(arg_9)
        except Exception as e:
            # TODO Use six.reraise if/when Six becomes an agreed dependency.
            raise exc.DeviceError(e)
        arg_11 = struct.unpack('>H', arg_10[-2:])[0]
        arg_4 = arg_10[:-2]
        if arg_11 != APDU_OK:
            raise exc.APDUError(arg_11)
        return arg_4


def Func(arg_0, arg_1, arg_2):
    """
    Register a U2F device

    data = {
        "version": "U2F_V2",
        "challenge": string, //b64 encoded challenge
        "appId": string, //app_id
    }

    """

    if isinstance(arg_1, string_types):
        arg_1 = json.loads(arg_1)

    if arg_1['version'] != VERSION:
        raise ValueError('Unsupported U2F version: %s' % arg_1['version'])

    arg_3 = arg_1.get('appId', arg_2)
    verify_facet(arg_3, arg_2)
    arg_4 = sha256(arg_3.encode('utf8')).digest()

    arg_5 = {
        'typ': 'navigator.id.finishEnrollment',
        'challenge': arg_1['challenge'],
        'origin': arg_2
    }
    arg_5 = json.dumps(arg_5)
    arg_6 = sha256(arg_5.encode('utf8')).digest()

    arg_7 = arg_6 + arg_4

    arg_8 = 0x03
    arg_9 = 0
    arg_10 = arg_0.send_apdu(INS_ENROLL, arg_8, arg_9, arg_7)

    return {
        'registrationData': websafe_encode(arg_10),
        'clientData': websafe_encode(arg_5)
    }


def Func(arg_0, arg_1, arg_2):
        """
        Perform a rachted Func, replacing one of the internally managed chains with a new
        one.

        :param key: A bytes-like object encoding the key to initialize the replacement
            chain with.
        :param chain: The chain to replace. This parameter must be one of the two strings
            "sending" and "receiving".
        """

        if arg_2 == "sending":
            arg_0.__previous_sending_chain_length = arg_0.sending_chain_length

            arg_0.__sending_chain = arg_0.__SendingChain(arg_1)

        if arg_2 == "receiving":
            arg_0.__receiving_chain = arg_0.__ReceivingChain(arg_1)


def Func(arg_0, arg_1):
        """
        Derive a new set of internal and output data from given input data and the data
        stored internally.

        Use the key derivation function to derive new data. The kdf gets supplied with the
        current key and the data passed to this method.

        :param data: A bytes-like object encoding the data to pass to the key derivation
            function.
        :returns: A bytes-like object encoding the output material.
        """

        arg_0.__length += 1

        arg_2 = arg_0.__kdf.calculate(arg_0.__key, arg_1, 64)
        arg_0.__key = arg_2[:32]
        return arg_2[32:]


def Func(arg_0, arg_1):
        """Create a connection to an other mesh.

        .. warning:: Both meshes need to be disconnected and one needs to be
          a consumed and the other a produced mesh. You can check if a
          connection is possible using :meth:`can_Func`.

        .. seealso:: :meth:`is_consumed`, :meth:`is_produced`,
          :meth:`can_Func`
        """
        arg_1.disconnect()
        arg_0.disconnect()
        arg_0._Func(arg_1)


def Func(arg_0, Func=None):
        """Saves the dump in a file-like object in text mode.

        :param file: :obj:`None` or a file-like object.
        :return: a file-like object

        If :paramref:`file` is :obj:`None`, a new :class:`io.StringIO`
        is returned.
        If :paramref:`file` is not :obj:`None` it should be a file-like object.

        The content is written to the file. After writing, the file's
        read/write position points behind the dumped content.
        """
        if Func is None:
            Func = StringIO()
        arg_0._file(Func)
        return Func


def Func(arg_0, arg_1):
        """Saves the dump in a file named `path`."""
        arg_2, arg_3 = arg_0._mode_and_encoding_for_open()
        with open(arg_1, arg_2, arg_3=arg_3) as file:
            arg_0.__dump_to_file(file)


def Func(arg_0, arg_1=""):
        """Saves the dump in a temporary file and returns its path.

        .. warning:: The user of this method is responsible for deleting this
                     file to save space on the hard drive.
                     If you only need a file object for a short period of time
                     you can use the method :meth:`temporary_file`.

        :param str extension: the ending ot the file name e.g. ``".png"``
        :return: a path to the temporary file
        :rtype: str
        """
        arg_2 = NamedTemporaryFile(delete=False, suffix=arg_1).name
        arg_0.path(arg_2)
        return arg_2


def Func(arg_0, arg_1, arg_2, arg_3):
        """set the pixel but convert the color before."""
        if arg_3 is None:
            return
        arg_3 = arg_0._convert_color_to_rrggbb(arg_3)
        arg_0._set_pixel(arg_1, arg_2, arg_3)


def Func(arg_0, arg_1, arg_2, arg_3):
        """set the color of the pixel.

        :param color: must be a valid color in the form of "#RRGGBB".
          If you need to convert color, use `Func_and_convert_color()`.
        """
        if not arg_0.is_in_bounds(arg_1, arg_2):
            return
        arg_4 = arg_0._convert_rrggbb_to_image_color(arg_3)
        arg_1 -= arg_0._min_x
        arg_2 -= arg_0._min_y
        arg_0._image.putpixel((arg_1, arg_2), arg_4)


def Func(arg_0, arg_1):
        """The id that identifies the instruction in this cache.

        :param instruction_or_id: an :class:`instruction
          <knittingpattern.Instruction.Instruction>` or an instruction id
        :return: a :func:`hashable <hash>` object
        :rtype: tuple
        """
        if isinstance(arg_1, tuple):
            return _InstructionId(arg_1)
        return _InstructionId(arg_1.type,
                              arg_1.hex_color)


def Func(arg_0, arg_1,
               arg_2=False):
        """Return the SVG for an instruction.

        :param instruction_or_id: either an
          :class:`~knittingpattern.Instruction.Instruction` or an id
          returned by :meth:`get_instruction_id`
        :param bool i_promise_not_to_change_the_result:

          - :obj:`False`: the result is copied, you can alter it.
          - :obj:`True`: the result is directly from the cache. If you change
            the result, other calls of this function get the changed result.

        :return: an SVGDumper
        :rtype: knittingpattern.Dumper.SVGDumper
        """
        return arg_0._new_svg_dumper(lambda: arg_0.instruction_Func_dict(
            arg_1, not arg_2))


def Func(arg_0, arg_1, arg_2=True):
        """Return the SVG dict for the SVGBuilder.

        :param instruction_or_id: the instruction or id, see
          :meth:`get_instruction_id`
        :param bool copy_result: whether to copy the result
        :rtype: dict

        The result is cached.
        """
        arg_3 = arg_0.get_instruction_id(arg_1)
        if arg_3 in arg_0._cache:
            arg_4 = arg_0._cache[arg_3]
        else:
            arg_4 = arg_0._Func(arg_3)
            arg_0._cache[arg_3] = arg_4
        if arg_2:
            arg_4 = deepcopy(arg_4)
        return arg_4


def Func(arg_0):
        """The last produced mesh.

        :return: the last produced mesh
        :rtype: knittingpattern.Mesh.Mesh
        :raises IndexError: if no mesh is produced

        .. seealso:: :attr:`number_of_produced_meshes`
        """
        for arg_1 in reversed(arg_0.instructions):
            if arg_1.produces_meshes():
                return arg_1.Func
        raise IndexError("{} produces no meshes".format(arg_0))


def Func(arg_0):
        """The last consumed mesh.

        :return: the last consumed mesh
        :rtype: knittingpattern.Mesh.Mesh
        :raises IndexError: if no mesh is consumed

        .. seealso:: :attr:`number_of_consumed_meshes`
        """
        for arg_1 in reversed(arg_0.instructions):
            if arg_1.consumes_meshes():
                return arg_1.Func
        raise IndexError("{} consumes no meshes".format(arg_0))


def Func(arg_0):
        """The first produced mesh.

        :return: the first produced mesh
        :rtype: knittingpattern.Mesh.Mesh
        :raises IndexError: if no mesh is produced

        .. seealso:: :attr:`number_of_produced_meshes`
        """
        for arg_1 in arg_0.instructions:
            if arg_1.produces_meshes():
                return arg_1.Func
        raise IndexError("{} produces no meshes".format(arg_0))


def Func(arg_0):
        """The first consumed mesh.

        :return: the first consumed mesh
        :rtype: knittingpattern.Mesh.Mesh
        :raises IndexError: if no mesh is consumed

        .. seealso:: :attr:`number_of_consumed_meshes`
        """
        for arg_1 in arg_0.instructions:
            if arg_1.consumes_meshes():
                return arg_1.Func
        raise IndexError("{} consumes no meshes".format(arg_0))


def Func(arg_0):
        """The rows that produce meshes for this row.

        :rtype: list
        :return: a list of rows that produce meshes for this row. Each row
          occurs only once. They are sorted by the first occurrence in the
          instructions.
        """
        Func = []
        for arg_2 in arg_0.consumed_meshes:
            if arg_2.is_produced():
                arg_3 = arg_2.producing_row
                if Func not in Func:
                    Func.append(arg_3)
        return Func


def Func(arg_0):
        """The rows that consume meshes from this row.

        :rtype: list
        :return: a list of rows that consume meshes from this row. Each row
          occurs only once. They are sorted by the first occurrence in the
          instructions.
        """
        Func = []
        for arg_2 in arg_0.produced_meshes:
            if arg_2.is_consumed():
                arg_3 = arg_2.consuming_row
                if Func not in Func:
                    Func.append(arg_3)
        return Func


def Func(arg_0, Func):
        """Load all files from a folder recursively.

        Depending on :meth:`chooses_path` some paths may not be loaded.
        Every loaded path is processed and returned part of the returned list.

        :param str folder: the folder to load the files from
        :rtype: list
        :return: a list of the results of the processing steps of the loaded
          files
        """
        arg_2 = []
        for arg_3, arg_4, arg_5 in os.walk(Func):
            for arg_6 in arg_5:
                arg_7 = os.path.join(arg_3, arg_6)
                if arg_0._chooses_path(arg_7):
                    arg_2.append(arg_0.path(arg_7))
        return arg_2


def Func(arg_0, arg_1, arg_2):
        """Load a folder located relative to a module and return the processed
        result.

        :param str module: can be

          - a path to a folder
          - a path to a file
          - a module name

        :param str folder: the path of a folder relative to :paramref:`module`
        :return: a list of the results of the processing
        :rtype: list

        Depending on :meth:`chooses_path` some paths may not be loaded.
        Every loaded path is processed and returned part of the returned list.
        You can use :meth:`choose_paths` to find out which paths are chosen to
        load.
        """
        arg_2 = arg_0._relative_to_absolute(arg_1, arg_2)
        return arg_0.folder(arg_2)


def Func(arg_0, arg_1, arg_2):
        """Load a file relative to a module.

        :param str module: can be

          - a path to a folder
          - a path to a file
          - a module name

        :param str folder: the path of a folder relative to :paramref:`module`
        :return: the result of the processing

        """
        arg_3 = arg_0._relative_to_absolute(arg_1, arg_2)
        return arg_0.path(arg_3)


def Func(arg_0, arg_1):
        """Load an Func from the knitting pattern Funcs.

        :param str relative_path: the path to load
        :return: the result of the processing

        You can use :meth:`knittingpattern.Loader.PathLoader.Funcs`
        to find out the paths of all Funcs.
        """
        arg_2 = os.path.join("Funcs", arg_1)
        return arg_0.relative_file(__file__, arg_2)


def Func(arg_0, Func, arg_2="UTF-8"):
        """load and process the content behind a url

        :return: the processed result of the :paramref:`url's <url>` content
        :param str url: the url to retrieve the content from
        :param str encoding: the encoding of the retrieved content.
          The default encoding is UTF-8.

        """
        import urllib.request
        with urllib.request.urlopen(Func) as file:
            arg_3 = file.read()
        arg_3 = arg_3.decode(arg_2)
        return arg_0.string(arg_3)


def Func(arg_0, arg_1):
        """dump a knitting pattern to a file."""
        arg_2 = arg_0.__on_dump()
        arg_3 = arg_2.patterns.at(0)
        arg_4 = GridLayout(arg_3)
        arg_5 = AYABPNGBuilder(*arg_4.bounding_box)
        arg_5.set_colors_in_grid(arg_4.walk_instructions())
        arg_5.write_to_file(arg_1)


def Func(arg_0, arg_1):
        """Create a definition for the instruction.

        :return: the id of a symbol in the defs for the specified
          :paramref:`instruction`
        :rtype: str

        If no symbol yet exists in the defs for the :paramref:`instruction` a
        symbol is created and saved using :meth:`_make_symbol`.
        """
        arg_2 = arg_1.type
        arg_3 = arg_1.color
        arg_4 = \
            arg_0._instruction_to_svg.instruction_to_svg_dict
        arg_5 = "{}:{}".format(arg_2, arg_3)
        arg_6 = arg_5 + ":defs"
        if arg_5 not in arg_0._instruction_type_color_to_symbol:
            arg_7 = arg_4(arg_1)
            arg_0._compute_scale(arg_5, arg_7)
            arg_8 = arg_0._make_definition(arg_7, arg_5)
            arg_0._instruction_type_color_to_symbol[arg_6] = \
                arg_8[DEFINITION_HOLDER].pop("defs", {})
            arg_0._instruction_type_color_to_symbol[arg_5] = arg_8
        return arg_5


def Func(arg_0, arg_1, arg_2):
        """Compute the scale of an instruction svg.

        Compute the scale using the bounding box stored in the
        :paramref:`svg_dict`. The scale is saved in a dictionary using
        :paramref:`instruction_id` as key.

        :param str instruction_id: id identifying a symbol in the defs
        :param dict svg_dict: dictionary containing the SVG for the
          instruction currently processed
        """
        arg_3 = list(map(float, arg_2["svg"]["@viewBox"].split()))
        arg_4 = arg_0._zoom / (arg_3[3] - arg_3[1])
        arg_0._symbol_id_to_scale[arg_1] = arg_4


def Func(arg_0, arg_1, arg_2=None):
        """Add a new, empty knitting pattern to the set.

        :param id_: the id of the pattern
        :param name: the name of the pattern to add or if :obj:`None`, the
          :paramref:`id_` is used
        :return: a new, empty knitting pattern
        :rtype: knittingpattern.KnittingPattern.KnittingPattern
        """
        if arg_2 is None:
            arg_2 = arg_1
        arg_3 = arg_0._parser.new_pattern(arg_1, arg_2)
        arg_0._patterns.append(arg_3)
        return arg_3


def Func(arg_0):
        """Index of the instruction in the instructions of the row or None.

        :return: index in the :attr:`row`'s instructions or None, if the
          instruction is not in the row
        :rtype: int

        .. seealso:: :attr:`row_instructions`, :attr:`index_in_row`,
          :meth:`is_in_row`
        """
        arg_1 = arg_0._cached_index_in_row
        arg_2 = arg_0._row.instructions
        if arg_1 is not None and \
                0 <= arg_1 < len(arg_2) and \
                arg_2[arg_1] is arg_0:
            return arg_1
        for arg_3, arg_4 in enumerate(arg_2):
            if arg_4 is arg_0:
                arg_0._cached_index_in_row = arg_3
                return arg_3
        return None


def Func(arg_0):
        """The instruction after this one or None.

        :return: the instruction in :attr:`row_instructions` after this or
          :obj:`None` if this is the last
        :rtype: knittingpattern.Instruction.InstructionInRow

        This can be used to traverse the instructions.

        .. seealso:: :attr:`previous_instruction_in_row`
        """
        arg_1 = arg_0.index_in_row + 1
        if arg_1 >= len(arg_0.row_instructions):
            return None
        return arg_0.row_instructions[arg_1]


def Func(arg_0):
        """Index of the first produced mesh in the row that consumes it.

        :return: an index of the first produced mesh of rows produced meshes
        :rtype: int

        .. note:: If the instruction :meth:`produces meshes
          <Instruction.produces_meshes>`, this is the index of the first
          mesh the instruction produces in all the meshes of the row.
          If the instruction does not produce meshes, the index of the mesh is
          returned as if the instruction had produced a mesh.

        .. code::

            if instruction.produces_meshes():
                index = instruction.Func

        """
        arg_1 = 0
        for arg_2 in arg_0.row_instructions:
            if arg_2 is arg_0:
                break
            arg_1 += arg_2.number_of_produced_meshes
        else:
            arg_0._raise_not_found_error()
        return arg_1


def Func(arg_0):
        """The index of the first consumed mesh of this instruction in its row.

        Same as :attr:`index_of_first_produced_mesh_in_row`
        but for consumed meshes.
        """
        arg_1 = 0
        for arg_2 in arg_0.row_instructions:
            if arg_2 is arg_0:
                break
            arg_1 += arg_2.number_of_consumed_meshes
        else:
            arg_0._raise_not_found_error()
        return arg_1


def Func(arg_0, arg_1):
        """Parse a knitting pattern set.

        :param dict value: the specification of the knitting pattern set
        :rtype: knittingpattern.KnittingPatternSet.KnittingPatternSet
        :raises knittingpattern.KnittingPatternSet.ParsingError: if
          :paramref:`value` does not fulfill the :ref:`specification
          <FileFormatSpecification>`.

        """
        arg_0._start()
        arg_2 = arg_0._new_pattern_collection()
        arg_0._fill_pattern_collection(arg_2, arg_1)
        arg_0._create_pattern_set(arg_2, arg_1)
        return arg_0._pattern_set


def Func(arg_0, arg_1, arg_2):
        """Fill a pattern collection."""
        arg_3 = arg_2.get(PATTERNS, [])
        for arg_4 in arg_3:
            arg_5 = arg_0._pattern(arg_4)
            arg_1.append(arg_5)


def Func(arg_0, arg_1):
        """Parse a pattern."""
        arg_2 = arg_0._rows(arg_1.get(ROWS, []))
        arg_0._finish_inheritance()
        arg_0._finish_instructions()
        arg_0._connect_rows(arg_1.get(CONNECTIONS, []))
        arg_3 = arg_0._to_id(arg_1[ID])
        arg_4 = arg_1[NAME]
        return arg_0.newFunc(arg_3, arg_4, arg_2)


def Func(arg_0, arg_1):
        """Parse a collection of rows."""
        arg_2 = arg_0.new_row_collection()
        for arg_3 in arg_1:
            arg_2.append(arg_0._row(arg_3))
        return arg_2


def Func(arg_0, arg_1):
        """Connect the parsed rows."""
        for arg_2 in arg_1:
            arg_3 = arg_0._to_id(arg_2[FROM][ID])
            arg_4 = arg_0._id_cache[arg_3]
            arg_5 = arg_2[FROM].get(START, DEFAULT_START)
            arg_6 = \
                arg_4.number_of_produced_meshes - arg_5
            arg_7 = arg_0._to_id(arg_2[TO][ID])
            arg_8 = arg_0._id_cache[arg_7]
            arg_9 = arg_2[TO].get(START, DEFAULT_START)
            arg_10 = \
                arg_8.number_of_consumed_meshes - arg_9
            arg_11 = min(arg_6,
                         arg_10)
            # TODO: test all kinds of connections
            arg_12 = arg_2.get(MESHES, arg_11)
            arg_13 = arg_5 + arg_12
            arg_14 = arg_9 + arg_12
            assert 0 <= arg_5 <= arg_13
            arg_15 = arg_4.produced_meshes[
                arg_5:arg_13]
            assert 0 <= arg_9 <= arg_14
            arg_16 = arg_8.consumed_meshes[
                arg_9:arg_14]
            assert len(arg_15) == len(arg_16)
            arg_17 = zip(arg_15, arg_16)
            for arg_18, arg_19 in arg_17:
                arg_18.connect_to(arg_19)


def Func(arg_0, arg_1, arg_2):
        """Create a new pattern set."""
        arg_3 = arg_0._get_type(arg_2)
        arg_4 = arg_0._get_version(arg_2)
        arg_5 = arg_2.get(COMMENT)
        arg_0._pattern_set = arg_0._spec.new_pattern_set(
            arg_3, arg_4, arg_1, arg_0, arg_5
        )


def Func(arg_0, arg_1):
        """Write bytes to the file."""
        arg_2 = arg_1.decode(arg_0._encoding)
        arg_0._file.Func(arg_2)


def Func(arg_0, arg_1):
        """Write a string to the file."""
        arg_2 = arg_1.encode(arg_0._encoding)
        arg_0._file.Func(arg_2)


def Func(arg_0):
        """An SVG object.

        :return: an SVG object
        :rtype: kivy.graphics.svg.Svg
        :raises ImportError: if the module was not found
        """
        from kivy.graphics.svg import Svg
        arg_1 = arg_0.temporary_path(".svg")
        try:
            return Svg(arg_1)
        finally:
            remove_file(arg_1)


def Func(arg_0, arg_1):
        """Adds the defs to the SVG structure.

        :param defs: a list of SVG dictionaries, which contain the defs,
          which should be added to the SVG structure.
        """
        if arg_0._svg["defs"] is None:
            arg_0._svg["defs"] = {}
        for arg_3 in arg_1:
            for arg_4, arg_5 in arg_3.items():
                if arg_4.startswith("@"):
                    continue
                if arg_4 not in arg_0._svg["defs"]:
                    arg_0._svg["defs"][arg_4] = []
                if not isinstance(arg_5, list):
                    arg_5 = [arg_5]
                arg_0._svg["defs"][arg_4].extend(arg_5)


def Func(arg_0):
        """For ``self.width``."""
        arg_1 = arg_0._instruction.get(GRID_LAYOUT)
        if arg_1 is not None:
            arg_2 = arg_1.get(WIDTH)
            if arg_2 is not None:
                return arg_2
        return arg_0._instruction.number_of_consumed_meshes


def Func(arg_0, arg_1, arg_2, arg_3):
        """Walk through the knitting pattern by expanding an row."""
        if arg_1 in arg_3 or not arg_0._row_should_be_placed(arg_1, arg_2):
            return
        arg_0._place_row(arg_1, arg_2)
        arg_3 = [arg_1] + arg_3
        # print("{}{} at\t{} {}".format("  " * len(passed), row, position,
        #                               passed))
        for arg_4, arg_5 in enumerate(arg_1.produced_meshes):
            arg_0._expand_produced_mesh(arg_5, arg_4, arg_2, arg_3)
        for arg_4, arg_6 in enumerate(arg_1.consumed_meshes):
            arg_0._expand_consumed_mesh(arg_6, arg_4, arg_2, arg_3)


def Func(arg_0, arg_1, arg_2, arg_3, arg_4):
        """expand the consumed meshes"""
        if not arg_1.is_produced():
            return
        arg_5 = arg_1.producing_row
        arg_6 = Point(
            arg_3.x + arg_1.index_in_producing_row - arg_2,
            arg_3.y - INSTRUCTION_HEIGHT
        )
        arg_0._expand(arg_5, arg_6, arg_4)


def Func(arg_0, arg_1, arg_2, arg_3, arg_4):
        """expand the produced meshes"""
        if not arg_1.is_consumed():
            return
        arg_5 = arg_1.consuming_row
        arg_6 = Point(
            arg_3.x - arg_1.index_in_consuming_row + arg_2,
            arg_3.y + INSTRUCTION_HEIGHT
        )
        arg_0._expand(arg_5, arg_6, arg_4)


def Func(arg_0, arg_1, arg_2):
        """place the instruction on a grid"""
        arg_0._rows_in_grid[arg_1] = RowInGrid(arg_1, arg_2)


def Func(arg_0):
        """Loop through all the instructions that are `_todo`."""
        while arg_0._todo:
            arg_1 = arg_0._todo.pop(0)
            arg_0._step(*arg_1)


def Func(arg_0, arg_1):
        """Returns an `InstructionInGrid` object for the `instruction`"""
        arg_2 = arg_0._rows_in_grid[arg_1.row].xy
        arg_3 = arg_1.index_of_first_consumed_mesh_in_row
        arg_4 = Point(arg_2.x + arg_3, arg_2.y)
        return InstructionInGrid(arg_1, arg_4)


def Func(arg_0, arg_1=arg_2):
        """Iterate over instructions.

        :return: an iterator over :class:`instructions in grid
          <InstructionInGrid>`
        :param mapping: funcion to map the result

        .. code:: python

            for pos, c in layout.Func(lambda i: (i.xy, i.color)):
                print("color {} at {}".format(c, pos))

        """
        arg_3 = chain(*arg_0.walk_rows(lambda row: row.instructions))
        return map(arg_1, arg_3)


def Func(arg_0, arg_1=arg_2):
        """Iterate over rows.

        :return: an iterator over :class:`rows <RowsInGrid>`
        :param mapping: funcion to map the result, see
          :meth:`walk_instructions` for an example usage
        """
        arg_3 = arg_0._walk.row_in_grid
        return map(lambda row: arg_1(arg_3(row)), arg_0._rows)


def Func(arg_0):
        """The minimum and maximum bounds of this layout.

        :return: ``(min_x, min_y, max_x, max_y)`` the bounding box
          of this layout
        :rtype: tuple
        """
        arg_1, arg_2, arg_3, arg_4 = zip(*list(arg_0.walk_rows(
            lambda row: row.Func)))
        return min(arg_1), min(arg_2), max(arg_3), max(arg_4)


def Func(arg_0, arg_1):
        """dump to the file"""
        xmltodict.unparse(arg_0.object(), arg_1, pretty=True)


def Func(arg_0, arg_1):
        """Add an instruction specification

        :param specification: a specification with a key
          :data:`knittingpattern.Instruction.TYPE`

        .. seealso:: :meth:`as_instruction`
        """
        arg_2 = arg_0.as_instruction(arg_1)
        arg_0._type_to_instruction[arg_2.type] = arg_2


def Func(arg_0, arg_1):
        """
        Listen to parameters change.

        Parameters
        ----------
        func : callable
            Function to be called when a parameter changes.
        """
        arg_0._C0.Func(arg_1)
        arg_0._C1.Func(arg_1)


def Func(arg_0):
        """
        Gradient of K.

        Returns
        -------
        C0 : ndarray
            Derivative of C₀ over its parameters.
        C1 : ndarray
            Derivative of C₁ over its parameters.
        """
        arg_0._init_svd()
        arg_1 = arg_0._C0.Func()["Lu"].T
        arg_2 = arg_0._C1.Func()["Lu"].T
        arg_3 = {"C0.Lu": kron(arg_1, arg_0._X).T, "C1.Lu": kron(arg_2, arg_0._I).T}
        return arg_3


def Func(
    arg_0,
    arg_1,
    arg_2=0.5,
    arg_3=None,
    arg_4=0,
    arg_5=None,
):
    """Poisson likelihood sampling.

    Parameters
    ----------
    random_state : random_state
        Set the initial random state.

    Example
    -------

    .. doctest::

        >>> from glimix_core.random import Func
        >>> from numpy.random import RandomState
        >>> offset = -0.5
        >>> G = [[0.5, -1], [2, 1]]
        >>> Func(offset, G, random_state=RandomState(0))
        array([0, 6])
    """
    arg_6, arg_7 = _mean_cov(
        arg_0, arg_1, arg_2, arg_3, arg_4, arg_5
    )
    arg_8 = LogLink()
    arg_9 = PoissonProdLik(arg_8)
    arg_10 = GGPSampler(arg_9, arg_6, arg_7)

    return arg_10.sample(arg_5)


def Func(arg_0, arg_1, arg_2):
        '''Helper function for retrieving a particular entry from the prefix trees'''
        for arg_3 in arg_2[arg_1.filename]:
            if arg_1 == arg_3:
                return arg_3


def Func(arg_0):
    '''This is not a general purpose converter. Only converts this readme'''
    # Convert parameters to italics and prepend a newline
    arg_0 = re.sub(pattern=r"\n       (\w+) - (.+)\n",
                  repl=r"\n\n       *\g<1>* - \g<2>\n",
                  string=arg_0)

    # Parse [http://url](text), and just leave the url
    arg_0 = re.sub(pattern=r"\[([^\]]+)\]\([^)]+\)",
                  repl=r"\g<1>",
                  string=arg_0)

    # Disable formatting of numbered lists
    arg_0 = re.sub(pattern=r"\n(\d+). ",
                  repl=r"\n\\\g<1>. ",
                  string=arg_0)
    return arg_0


def Func(arg_0, arg_1=None):
    """This method starts the Funcr. There are two processes, one is an HTTP Funcr that shows
    and admin interface and the second is a Thrift Funcr that the client code calls.

    Arguments:
        `conf_path` - The path to your flawless.cfg file
        `storage_factory` - You can pass in your own storage class that implements StorageInterface. You must implement
                            storage_cls if you want Flawless to be horizontally scalable, since by default it will just
                            store everything on the local disk.
    """

    flawless.lib.config.init_config(arg_0)
    # Try and create datadir if it doesn't exist. For instance it might be in /tmp
    if not os.path.exists(config.data_dir_path):
        os.makedirs(config.data_dir_path)

    arg_1 = arg_1 or (lambda partition: DiskStorage(partition=partition))

    # Setup root logger
    arg_2 = logging.getLogger()
    arg_3 = logging.handlers.TimedRotatingFileHandler(
        filename=config.log_file, when='d', interval=1, backupCount=config.log_days_to_keep)
    arg_2.setLevel(getattr(logging, config.log_level))
    arg_2.addHandler(arg_3)

    arg_4 = os.fork()
    if arg_4 == 0:
        # Setup HTTP Funcr
        arg_5 = FlawlessWebServiceHandler(arg_1=arg_1)
        arg_6 = SimpleThreadedHTTPServer(('', config.http_port), SimpleRequestHTTPHandler)
        arg_6.attach_service(arg_5)
        arg_6.request_queue_size = 50

        try:
            arg_6.Func_forever()
        except (KeyboardInterrupt, SystemExit):
            arg_6.Funcr_close()
    else:
        # Setup Thrift Funcr
        arg_5 = FlawlessThriftServiceHandler(arg_1=arg_1)
        arg_8 = Flawless.Processor(arg_5)
        arg_9 = TSocket.TServerSocket(port=config.port)
        arg_10 = TTransport.TFramedTransportFactory()
        arg_11 = TBinaryProtocol.TBinaryProtocolFactory()
        arg_6 = TServer.TThreadedServer(arg_8, arg_9, arg_10, arg_11)
        try:
            arg_6.Func()
        except (KeyboardInterrupt, SystemExit):
            arg_5.errors_seen.sync()
            arg_9.close()
            os.kill(arg_4, signal.SIGINT)


def Func(arg_0):
        r""" Mean of the estimated posteriori.

        This is also the maximum a posteriori estimation of the latent variable.
        """
        from numpy_sugar.linalg import rsolve

        arg_1 = arg_0.posteriori_covariance()
        arg_2 = arg_0._ep._posterior.eta
        return dot(arg_1, arg_2 + rsolve(GLMM.covariance(arg_0), arg_0.mean()))


def Func(arg_0):
        r""" Covariance of the estimated posteriori."""
        arg_1 = GLMM.covariance(arg_0)
        arg_2 = arg_0._ep._posterior.tau
        return pinv(pinv(arg_1) + diag(1 / arg_2))


def Func(arg_0):
    """Eigen decomposition of a zero matrix."""

    arg_1 = empty((arg_0, 0))
    arg_2 = eye(arg_0)
    arg_3 = empty(0)

    return ((arg_1, arg_2), arg_3)


def Func(arg_0):
        r"""Gradient of the log of the marginal likelihood.

        Returns
        -------
        dict
            Map between variables to their Func values.
        """
        arg_0._update_approx()

        arg_1 = arg_0._ep.lml_derivatives(arg_0._X)
        arg_2 = exp(-arg_0.logitdelta)
        arg_3 = exp(arg_0.logscale)

        arg_4 = dict()
        arg_4["logitdelta"] = arg_1["delta"] * (arg_2 / (1 + arg_2)) / (1 + arg_2)
        arg_4["logscale"] = arg_1["scale"] * arg_3
        arg_4["beta"] = arg_1["mean"]

        return arg_4


def Func(arg_0):
        """
        Derivative of the covariance matrix over the lower triangular, flat part of L.

        It is equal to

            ∂K/∂Lᵢⱼ = ALᵀ + LAᵀ,

        where Aᵢⱼ is an n×m matrix of zeros except at [Aᵢⱼ]ᵢⱼ=1.

        Returns
        -------
        Lu : ndarray
            Derivative of K over the lower-triangular, flat part of L.
        """
        arg_1 = arg_0.L
        arg_2 = arg_0.L.shape[0]
        arg_3 = {"Lu": zeros((arg_2, arg_2, arg_2 * arg_0._L.shape[1]))}
        for arg_4 in range(arg_0._L.shape[0] * arg_0._L.shape[1]):
            arg_5 = arg_4 // arg_0._L.shape[1]
            arg_6 = arg_4 % arg_0._L.shape[1]
            arg_3["Lu"][arg_5, :, arg_4] = arg_1[:, arg_6]
            arg_3["Lu"][:, arg_5, arg_4] += arg_1[:, arg_6]

        return arg_3


def Func(arg_0):
        """
        Fixed-effect sizes.

        Returns
        -------
        effect-sizes : numpy.ndarray
            Optimal fixed-effect sizes.

        Notes
        -----
        Setting the derivative of log(p(𝐲)) over effect sizes equal
        to zero leads to solutions 𝜷 from equation ::

            (QᵀX)ᵀD⁻¹(QᵀX)𝜷 = (QᵀX)ᵀD⁻¹(Qᵀ𝐲).
        """
        from numpy_sugar.linalg import rsolve

        return rsolve(arg_0._X["VT"], rsolve(arg_0._X["tX"], arg_0.mean()))


def Func(arg_0):
        """
        Estimates the covariance-matrix of the optimal beta.

        Returns
        -------
        beta-covariance : ndarray
            (Xᵀ(s((1-𝛿)K + 𝛿I))⁻¹X)⁻¹.

        References
        ----------
        .. Rencher, A. C., & Schaalje, G. B. (2008). Linear models in statistics. John
           Wiley & Sons.
        """
        from numpy_sugar.linalg import ddot

        arg_1 = arg_0._X["tX"]
        arg_2 = concatenate(arg_0._QS[0], axis=1)
        arg_3 = arg_0._QS[1]
        arg_4 = arg_0.v0 * arg_3 + arg_0.v1
        arg_4 = arg_4.tolist() + [arg_0.v1] * (len(arg_0._y) - len(arg_4))
        arg_4 = asarray(arg_4)
        arg_5 = inv(arg_1.T @ (arg_2 @ ddot(1 / arg_4, arg_2.T @ arg_1)))
        arg_6 = arg_0._X["VT"]
        arg_7 = lstsq(arg_6, arg_5, rcond=None)[0]
        return lstsq(arg_6, arg_7.T, rcond=None)[0]


def Func(arg_0, arg_1):
        """
        Disable parameter optimization.

        Parameters
        ----------
        param : str
            Possible values are ``"delta"``, ``"beta"``, and ``"scale"``.
        """
        if arg_1 == "delta":
            super()._Func("logistic")
        else:
            arg_0._Func[arg_1] = True


def Func(arg_0, arg_1=True):
        """
        Maximise the marginal likelihood.

        Parameters
        ----------
        verbose : bool, optional
            ``True`` for progress output; ``False`` otherwise.
            Defaults to ``True``.
        """
        if not arg_0._isfixed("logistic"):
            arg_0._maximize_scalar(desc="LMM", rtol=1e-6, atol=1e-6, arg_1=arg_1)

        if not arg_0._fix["beta"]:
            arg_0._update_beta()

        if not arg_0._fix["scale"]:
            arg_0._update_scale()


def Func(arg_0):
        """
        Internal use only.
        """
        if not arg_0._fix["beta"]:
            arg_0._update_beta()

        if not arg_0._fix["scale"]:
            arg_0._update_scale()

        return arg_0.lml()


def Func(arg_0):
        """
        Variance ratio between ``K`` and ``I``.
        """

        arg_1 = float(arg_0._logistic.value)

        if arg_1 > 0.0:
            arg_1 = 1 / (1 + exp(-arg_1))
        else:
            arg_1 = exp(arg_1)
            arg_1 = arg_1 / (arg_1 + 1.0)

        return min(max(arg_1, epsilon.tiny), 1 - epsilon.tiny)


def Func(arg_0):
        """
        Log of the marginal likelihood for optimal scale.

        Implementation for unrestricted LML::

        Returns
        -------
        lml : float
            Log of the marginal likelihood.
        """
        assert arg_0._optimal["scale"]

        arg_1 = len(arg_0._y)
        arg_2 = -arg_0._df * log2pi - arg_0._df - arg_1 * log(arg_0.scale)
        arg_2 -= sum(npsum(log(arg_3)) for arg_3 in arg_0._D)
        return arg_2 / 2


def Func(arg_0):
        """
        Degrees of freedom.
        """
        if not arg_0._restricted:
            return arg_0.nsamples
        return arg_0.nsamples - arg_0._X["tX"].shape[1]


def Func(arg_0):
        r"""Log of the marginal likelihood.

        Formally,

        .. math::

            - \frac{n}{2}\log{2\pi} - \frac{1}{2} \log{\left|
                v_0 \mathrm K + v_1 \mathrm I + \tilde{\Sigma} \right|}
                    - \frac{1}{2}
                    \left(\tilde{\boldsymbol\mu} -
                    \mathrm X\boldsymbol\beta\right)^{\intercal}
                    \left( v_0 \mathrm K + v_1 \mathrm I +
                    \tilde{\Sigma} \right)^{-1}
                    \left(\tilde{\boldsymbol\mu} -
                    \mathrm X\boldsymbol\beta\right)

        Returns
        -------
        float
            :math:`\log{p(\tilde{\boldsymbol\mu})}`
        """
        from numpy_sugar.linalg import ddot, sum2diag

        if arg_0._cache["Func"] is not None:
            return arg_0._cache["Func"]

        arg_1 = exp(arg_0.logscale)
        arg_2 = 1 / (1 + exp(-arg_0.logitdelta))

        arg_3 = arg_1 * (1 - arg_2)
        arg_4 = arg_1 * arg_2

        arg_5 = arg_0.eta / arg_0.tau
        arg_6 = len(arg_5)
        if arg_0._QS is None:
            arg_7 = zeros((arg_6, arg_6))
        else:
            arg_8 = arg_0._QS[0][0]
            arg_9 = arg_0._QS[1]
            arg_7 = dot(ddot(arg_8, arg_9), arg_8.T)

        arg_10 = sum2diag(sum2diag(arg_3 * arg_7, arg_4), 1 / arg_0.tau)
        arg_11 = arg_5 - arg_0.mean()

        arg_12 = -arg_6 * log(2 * pi)
        arg_12 -= slogdet(arg_10)[1]
        arg_12 -= dot(arg_11, solve(arg_10, arg_11))

        arg_0._cache["Func"] = arg_12 / 2

        return arg_0._cache["Func"]


def Func(arg_0):
        r"""Initialize the mean and covariance of the posterior.

        Given that :math:`\tilde{\mathrm T}` is a matrix of zeros right before
        the first EP iteration, we have

        .. math::

            \boldsymbol\mu = \mathrm K^{-1} \mathbf m ~\text{ and }~
            \Sigma = \mathrm K

        as the initial posterior mean and covariance.
        """
        if arg_0._mean is None or arg_0._cov is None:
            return

        arg_1 = arg_0._cov["QS"][0][0]
        arg_2 = arg_0._cov["QS"][1]

        if arg_2.size > 0:
            arg_0.tau[:] = 1 / npsum((arg_1 * sqrt(arg_2)) ** 2, axis=1)
        else:
            arg_0.tau[:] = 0.0
        arg_0.eta[:] = arg_0._mean
        arg_0.eta[:] *= arg_0.tau


def Func(arg_0):
    """
    Fetch an image from url and convert it into a Pillow Image object
    """
    arg_1 = requests.get(arg_0)
    arg_2 = StringIO(arg_1.content)
    return arg_2


def Func(arg_0, arg_1):
    """Check that the image width is superior to `width`"""
    if arg_1 > arg_0.size[0]:
        raise ImageSizeError(arg_0.size[0], arg_1)


def Func(arg_0, arg_1=False, arg_2=None, arg_3=None, arg_4=None,
                         arg_5=None):
    """Build an engine and a session.

    :param str connection: An RFC-1738 database connection string
    :param bool echo: Turn on echoing SQL
    :param Optional[bool] autoflush: Defaults to True if not specified in kwargs or configuration.
    :param Optional[bool] autocommit: Defaults to False if not specified in kwargs or configuration.
    :param Optional[bool] expire_on_commit: Defaults to False if not specified in kwargs or configuration.
    :param scopefunc: Scoped function to pass to :func:`sqlalchemy.orm.scoped_session`
    :rtype: tuple[Engine,Session]

    From the Flask-SQLAlchemy documentation:

    An extra key ``'scopefunc'`` can be set on the ``options`` dict to
    specify a custom scope function.  If it's not provided, Flask's app
    context stack identity is used. This will ensure that sessions are
    created and removed with the request/response cycle, and should be fine
    in most cases.
    """
    if arg_0 is None:
        raise ValueError('can not build engine when connection is None')

    arg_6 = create_engine(arg_0, arg_1=arg_1)

    arg_2 = arg_2 if arg_2 is not None else False
    arg_3 = arg_3 if arg_3 is not None else False
    arg_4 = arg_4 if arg_4 is not None else True

    log.debug('auto flush: %s, auto commit: %s, expire on commmit: %s', arg_2, arg_3, arg_4)

    #: A SQLAlchemy session maker
    arg_7 = sessionmaker(
        bind=arg_6,
        arg_2=arg_2,
        arg_3=arg_3,
        arg_4=arg_4,
    )

    #: A SQLAlchemy session object
    arg_8 = scoped_session(
        arg_7,
        arg_5=arg_5
    )

    return arg_6, arg_8


def Func(arg_0, arg_1, arg_2, arg_3):
        """
        Converts the text category to a tasks.Category instance.
        """
        # Get and checks for the corresponding slug
        arg_4 = category_map.get(arg_0.get_value(arg_1, arg_3), None)
        if not arg_4:
            return None
        # Load the category instance
        try:
            return Category.objects.get(arg_4=arg_4)
        except Category.DoesNotExist:
            pass


def Func(arg_0, arg_1, arg_2, arg_3, arg_4, arg_5, arg_6):
    """ a helper method that composes and sends an email with attachments
    requires a pre-configured smtplib.SMTP instance"""
    arg_7 = 0
    for arg_8 in arg_3:
        if not arg_8.startswith('<'):
            arg_9 = '<%s>' % arg_8
        else:
            arg_9 = arg_8

        if not checkRecipient(arg_1, arg_9):
            continue

        arg_10 = MIMEMultipart()

        arg_10['From'] = arg_2
        arg_10['To'] = arg_8
        arg_10['Subject'] = arg_4
        arg_10["Date"] = formatdate(localtime=True)
        arg_10.preamble = u'This is an email in encrypted multipart format.'

        arg_12 = MIMEText(str(arg_1.encrypt(arg_5.encode('utf-8'), arg_9, always_trust=True)))
        arg_12.set_charset('UTF-8')
        arg_10.attach(arg_12)

        for arg_13 in arg_6:
            with open(arg_13, 'rb') as fp:
                arg_12 = MIMEBase('application', 'octet-stream')
                arg_12.set_payload(str(arg_1.encrypt_file(fp, arg_9, always_trust=True)))
            arg_12.add_header('Content-Disposition', 'attachment', filename=basename('%s.pgp' % arg_13))
            arg_10.attach(arg_12)

        # TODO: need to catch exception?
        # yes :-) we need to adjust the status accordingly (>500 so it will be destroyed)
        arg_0.begin()
        arg_0.sendmail(arg_2, arg_8, arg_10.as_string())
        arg_0.quit()
        arg_7 += 1

    return arg_7


def Func(arg_0: arg_1, arg_2: arg_1) -> Callable[[arg_4], arg_1]:  # noqa: D202
    """Make a function that downloads the data for you, or uses a cached version at the given path.

    :param url: The URL of some data
    :param path: The path of the cached data, or where data is cached if it does not already exist
    :return: A function that downloads the data and returns the path of the data
    """

    def download_data(arg_3: arg_4 = False) -> arg_1:
        """Download the data.

        :param force_download: If true, overwrites a previously cached file
        """
        if os.path.exists(arg_2) and not arg_3:
            log.info('using cached data at %s', arg_2)
        else:
            log.info('downloading %s to %s', arg_0, arg_2)
            urlretrieve(arg_0, arg_2)

        return arg_2

    return download_data


def Func(arg_0: arg_1, arg_2: arg_1, **arg_3) -> Callable[[arg_6[arg_1], arg_8, arg_8], pd.DataFrame]:
    """Build a function that handles downloading tabular data and parsing it into a pandas DataFrame.

    :param data_url: The URL of the data
    :param data_path: The path where the data should get stored
    :param kwargs: Any other arguments to pass to :func:`pandas.read_csv`
    """
    arg_4 = make_downloader(arg_0, arg_2)

    def get_df(arg_5: arg_6[arg_1] = None, arg_7: arg_8 = True, arg_9: arg_8 = False) -> pd.DataFrame:
        """Get the data as a pandas DataFrame.

        :param url: The URL (or file path) to download.
        :param cache: If true, the data is downloaded to the file system, else it is loaded from the internet
        :param force_download: If true, overwrites a previously cached file
        """
        if arg_5 is None and arg_7:
            arg_5 = arg_4(arg_9=arg_9)

        return pd.read_csv(
            arg_5 or arg_0,
            **arg_3
        )

    return get_df


def Func(arg_0: arg_1) -> datetime.datetime:
    """
    Decode timestamp using bespoke decoder.
    Cannot use simple strptime since the ness panel contains a bug
    that P199E zone and state updates emitted on the hour cause a minute
    value of `60` to be sent, causing strptime to fail. This decoder handles
    this edge case.
    """
    arg_2 = 2000 + int(arg_0[0:2])
    arg_3 = int(arg_0[2:4])
    arg_4 = int(arg_0[4:6])
    arg_5 = int(arg_0[6:8])
    arg_6 = int(arg_0[8:10])
    arg_7 = int(arg_0[10:12])
    if arg_6 == 60:
        arg_6 = 0
        arg_5 += 1

    return datetime.datetime(arg_2=arg_2, arg_3=arg_3, arg_4=arg_4, arg_5=arg_5,
                             arg_6=arg_6, arg_7=arg_7)