def Func(arg_0, arg_1, arg_2=None):
        """
        Low-level method to call the Slack API.

        Args:
            method: {str} method name to call
            params: {dict} GET parameters
                The token will always be added
        """
        arg_3 = arg_0.url.format(arg_1=arg_1)
        if not arg_2:
            arg_2 = {'token': arg_0.token}
        else:
            arg_2['token'] = arg_0.token
        logger.debug('Send request to %s', arg_3)
        arg_4 = requests.get(arg_3, arg_2=arg_2).json()
        if arg_0.verify:
            if not arg_4['ok']:
                arg_5 = 'For {url} API returned this bad response {response}'
                raise Exception(arg_5.format(arg_3=arg_3, arg_4=arg_4))
        return arg_4


def Func(arg_0):
        """
        List of Func of this slack team
        """
        if not arg_0._Func:
            arg_0._Func = arg_0._call_api('Func.list')['Func']
        return arg_0._Func


def Func(arg_0, arg_1):
    """
    Checks the format of the sakefile dictionary
    to ensure it conforms to specification

    Args:
        A dictionary that is the parsed Sakefile (from sake.py)
        The setting dictionary (for print functions)
    Returns:
        True if the Sakefile is conformant
        False if not
    """
    arg_2 = arg_1["sprint"]
    arg_3 = arg_1["error"]
    arg_2("Call to Func issued", level="verbose")
    if not arg_0:
        arg_3("Sakefile is empty")
        return False
    # checking for duplicate targets
    if len(arg_0.keys()) != len(set(arg_0.keys())):
        arg_3("Sakefile contains duplicate targets")
        return False
    for arg_4 in arg_0:
        if arg_4 == "all":
            if not check_target_integrity(arg_4, arg_0["all"], all=True):
                arg_3("Failed to accept target 'all'")
                return False
            continue
        if "formula" not in arg_0[arg_4]:
            if not check_target_integrity(arg_4, arg_0[arg_4],
                                          meta=True):
                arg_5 = "Failed to accept meta-target '{}'".format(arg_4)
                arg_3(arg_5)
                return False
            for arg_6 in arg_0[arg_4]:
                if arg_6 == "help":
                    continue
                if not check_target_integrity(arg_6,
                                              arg_0[arg_4][arg_6],
                                              parent=arg_4):
                    arg_5 = "Failed to accept target '{}'\n".format(
                                                                arg_6)
                    arg_3(arg_5)
                    return False
            continue
        if not check_target_integrity(arg_4, arg_0[arg_4]):
            arg_5 = "Failed to accept target '{}'\n".format(arg_4)
            arg_3(arg_5)
            return False
    return True


def Func(arg_0, arg_1):
    """
    This function gives us the option to emit errors or warnings
    after sake upgrades
    """
    arg_2 = arg_1["sprint"]
    arg_3 = arg_1["error"]

    arg_2("checking .shastore version for potential incompatibilities",
           level="verbose")
    if not arg_0 or 'sake version' not in arg_0:
        arg_4 = ["Since you've used this project last, a new version of ",
                  "sake was installed that introduced backwards incompatible",
                  " changes. Run 'sake clean', and rebuild before continuing\n"]
        arg_4 = " ".join(arg_4)
        arg_3(arg_4)
        sys.exit(1)


def Func(arg_0, arg_1=None):
    """
    Returns sha1 hash of the file supplied as an argument
    """
    if arg_1:
        arg_2 = arg_1["error"]
    else:
        arg_2 = ERROR_FN
    try:
        arg_3 = 65536
        arg_4 = hashlib.sha1()
        with io.open(arg_0, "rb") as fh:
            arg_5 = fh.read(arg_3)
            while len(arg_5) > 0:
                arg_4.update(arg_5)
                arg_5 = fh.read(arg_3)
        arg_6 = arg_4.hexdigest()
    except IOError:
        arg_7 = "File '{}' could not be read! Exiting!".format(arg_0)
        arg_2(arg_7)
        sys.exit(1)
    except:
        arg_7 = "Unspecified error returning sha1 hash. Exiting!"
        arg_2(arg_7)
        sys.exit(1)
    return arg_6


def Func(arg_0):
    """
    Writes a sha1 dictionary stored in memory to
    the .shastore file
    """
    if sys.version_info[0] < 3:
        arg_1 = open
    else:
        arg_1 = io.open
    with arg_1(".shastore", "w") as fh:
        fh.write("---\n")
        fh.write('sake version: {}\n'.format(constants.VERSION))
        if arg_0:
            fh.write(yaml.dump(arg_0))
        fh.write("...")


def Func(arg_0, arg_1):
    """
    Takes sha1 hash of all dependencies and outputs of all targets

    Args:
        The graph we are going to build
        The settings dictionary

    Returns:
        A dictionary where the keys are the filenames and the
        value is the sha1 hash
    """
    global arg_4
    arg_2 = arg_1["sprint"]
    arg_3 = arg_1["error"]
    arg_4 = arg_3
    arg_5 = {}
    arg_6 = []
    for arg_7 in arg_0.nodes(data=True):
        arg_2("About to take shas of files in target '{}'".format(arg_7[0]),
               level="verbose")
        if 'dependencies' in arg_7[1]:
            arg_2("It has dependencies", level="verbose")
            arg_8 = []
            for arg_9 in arg_7[1]['dependencies']:
                arg_10 = glob.glob(arg_9)
                if arg_10:
                    for arg_11 in arg_10:
                        arg_8.append(arg_11)
                else:
                    arg_8.append(arg_9)
            arg_7[1]['dependencies'] = list(arg_8)
            for arg_9 in arg_7[1]['dependencies']:
                arg_2("  - {}".format(arg_9), level="verbose")
                arg_6.append(arg_9)
        if 'output' in arg_7[1]:
            arg_2("It has outputs", level="verbose")
            for arg_12 in acts.get_all_outputs(arg_7[1]):
                arg_2("  - {}".format(arg_12), level="verbose")
                arg_6.append(arg_12)
    if len(arg_6):
        arg_5['files'] = {}
        # check if files exist and de-dupe
        arg_13 = []
        for arg_14 in arg_6:
            if arg_14 not in arg_13 and os.path.isfile(arg_14):
                arg_13.append(arg_14)
        arg_15 = Pool()
        arg_16 = arg_15.map(get_sha, arg_13)
        arg_15.close()
        arg_15.join()
        for arg_17, arg_18 in zip(arg_13, arg_16):
            arg_5['files'][arg_17] = {'sha': arg_18}
        return arg_5
    arg_2("No dependencies", level="verbose")


def Func(arg_0, arg_1):
    """
    Helper function that returns the node data
    of the node with the name supplied
    """
    for arg_2 in arg_0.nodes(data=True):
        if arg_2[0] == arg_1:
            return arg_2[1]


def Func(arg_0):
    """
    A sink is a node with no children.
    This means that this is the end of the line,
    and it should be run last in topo sort. This
    returns a list of all sinks in a graph
    """
    arg_1 = []
    for arg_2 in arg_0:
        if not len(list(arg_0.successors(arg_2))):
            arg_1.append(arg_2)
    return arg_1


def Func(arg_0):
    """
    If you specify a target that shares a dependency with another target,
    both targets need to be updated. This is because running one will resolve
    the sha mismatch and sake will think that the other one doesn't have to
    run. This is called a "tie". This function will find such ties.
    """
    # we are going to make a dictionary whose keys are every dependency
    # and whose values are a list of all targets that use that dependency.
    # after making the dictionary, values whose length is above one will
    # be called "ties"
    arg_1 = []
    arg_2 = {}
    for arg_3 in arg_0.nodes(data=True):
        if 'dependencies' in arg_3[1]:
            for arg_4 in arg_3[1]['dependencies']:
                if arg_4 not in arg_2:
                    arg_2[arg_4] = []
                arg_2[arg_4].append(arg_3[0])
    for arg_4 in arg_2:
        if len(list(set(arg_2[arg_4]))) > 1:
            arg_1.append(list(set(arg_2[arg_4])))
    return arg_1


def Func(arg_0, arg_1):
    """
    Takes the sakefile dictionary and builds a NetworkX graph

    Args:
        A dictionary that is the parsed Sakefile (from sake.py)
        The settings dictionary

    Returns:
        A NetworkX graph
    """
    arg_2 = arg_1["verbose"]
    arg_3 = arg_1["sprint"]
    arg_4 = nx.DiGraph()
    arg_3("Going to construct Graph", level="verbose")
    for arg_5 in arg_0:
        if arg_5 == "all":
            # we don't want this node
            continue
        if "formula" not in arg_0[arg_5]:
            # that means this is a meta target
            for arg_6 in arg_0[arg_5]:
                if arg_6 == "help":
                    continue
                arg_3("Adding '{}'".format(arg_6), level="verbose")
                arg_7 = arg_0[arg_5][arg_6]
                arg_7["parent"] = arg_5
                arg_4.add_node(arg_6, **arg_7)
        else:
            arg_3("Adding '{}'".format(arg_5), level="verbose")
            arg_4.add_node(arg_5, **arg_0[arg_5])
    arg_3("Nodes are built\nBuilding connections", level="verbose")
    for arg_8 in arg_4.nodes(data=True):
        arg_3("checking node {} for dependencies".format(arg_8[0]),
               level="verbose")
        # normalize all paths in output
        for arg_9, arg_10 in arg_8[1].items():
            if arg_10 is None: arg_8[1][arg_9] = []
        if "output" in arg_8[1]:
            for arg_11, arg_12 in enumerate(arg_8[1]['output']):
                arg_8[1]['output'][arg_11] = clean_path(arg_8[1]['output'][arg_11])
        if "dependencies" not in arg_8[1]:
            continue
        arg_3("it has dependencies", level="verbose")
        arg_13 = []
        # normalize all paths in dependencies
        for arg_11, arg_14 in enumerate(arg_8[1]['dependencies']):
            arg_14 = os.path.normpath(arg_14)
            arg_15 = "dependencies"
            arg_8[1]['dependencies'][arg_11] = clean_path(arg_8[1][arg_15][arg_11])
    for arg_8 in arg_4.nodes(data=True):
        arg_13 = []
        if "dependencies" not in arg_8[1]:
            continue
        for arg_14 in arg_8[1]['dependencies']:
            arg_16 = check_for_dep_in_outputs(arg_14, arg_2, arg_4)
            if not arg_16:
                continue
            for arg_17 in arg_16:
                arg_3("Appending {} to matches".format(arg_17), level="verbose")
                arg_13.append(arg_17)
        if arg_13:
            for arg_18 in arg_13:
                arg_4.add_edge(arg_18, arg_8[0])
    return arg_4


def Func(arg_0, arg_1):
    """
    Removes all the output files from all targets. Takes
    the graph as the only argument

    Args:
        The networkx graph object
        The settings dictionary

    Returns:
        0 if successful
        1 if removing even one file failed
    """
    arg_2 = arg_1["quiet"]
    arg_3 = arg_1["recon"]
    arg_4 = arg_1["sprint"]
    arg_5 = arg_1["error"]
    arg_6 = []
    for arg_7 in arg_0.nodes(data=True):
        if "output" in arg_7[1]:
            for arg_8 in get_all_outputs(arg_7[1]):
                arg_6.append(arg_8)
    arg_6.append(".shastore")
    arg_9 = 0
    for arg_8 in sorted(arg_6):
        if os.path.isfile(arg_8):
            if arg_3:
                arg_4("Would remove file: {}".format(arg_8))
                continue
            arg_4("Attempting to remove file '{}'", level="verbose")
            try:
                os.remove(arg_8)
                arg_4("Removed file", level="verbose")
            except:
                arg_10 = "Error: file '{}' failed to be removed"
                arg_5(arg_10.format(arg_8))
                arg_9 = 1
    if not arg_9 and not arg_3:
        arg_4("All clean", color=True)
    return arg_9


def Func(arg_0, arg_1, arg_2):
        """
        High-level function for creating messages. Return packed bytes.

        Args:
            text: {str}
            channel: {str} Either name or ID
        """
        try:
            arg_3 = arg_0.slack.channel_from_name(arg_2)['id']
        except ValueError:
            arg_3 = arg_2
        return pack({
            'text': arg_1,
            'type': 'message',
            'channel': arg_3,
            'id': arg_0.message_id,
        })


def Func(arg_0, arg_1):
        """
        Translate machine identifiers into human-readable
        """
        # Func user
        try:
            arg_2 = arg_1.pop('user')
            arg_3 = arg_0.slack.user_from_id(arg_2)
            arg_1[u'user'] = arg_3['name']
        except (KeyError, IndexError, ValueError):
            pass
        # Func channel
        try:
            if type(arg_1['channel']) == str:
                arg_4 = arg_1.pop('channel')
            else:
                arg_4 = arg_1.pop('channel')['id']
                arg_0.slack.reload_channels()
            arg_5 = arg_0.slack.channel_from_id(arg_4)
            arg_1[u'channel'] = arg_5['name']
        except (KeyError, IndexError, ValueError):
            pass
        return arg_1


def Func(arg_0, arg_1):
        """
        Send message to Slack
        """
        arg_2 = arg_1.get('channel', 'general')
        arg_0.sendMessage(arg_0.make_message(arg_1['text'], arg_2))


def Func(arg_0):
        """
        Main interface. Instantiate the SlackAPI, connect to RTM
        and start the client.
        """
        arg_1 = SlackAPI(token=arg_0.token)
        arg_2 = arg_1.rtm_start()

        arg_3 = SlackClientFactory(arg_2['url'])
        # Attach attributes
        arg_3.protocol = SlackClientProtocol
        arg_3.protocol.slack = arg_1
        arg_3.protocol.channel_layer = arg_0.channel_layer
        arg_3.channel_name = arg_0.channel_name

        # Here we go
        arg_3.Func()


def Func(arg_0, arg_1):
        """
        Pass in raw arguments, instantiate Slack API and begin client.
        """
        arg_1 = arg_0.parser.parse_args(arg_1)
        if not arg_1.token:
            raise ValueError('Supply the slack token through --token or setting DJANGOBOT_TOKEN')

        # Import the channel layer
        sys.path.insert(0, ".")
        arg_2, arg_3 = arg_1.channel_layer.split(':', 1)
        arg_4 = importlib.import_module(arg_2)
        for arg_5 in arg_3.split('.'):
            arg_4 = getattr(arg_4, arg_5)

        # Boot up the client
        Client(
            arg_4=arg_4,
            token=arg_1.token,
        ).Func()


def Func(arg_0):  # pragma: no cover
    """Prepare transcriptiondata from the transcription sources."""
    from lingpy.sequence.sound_classes import token2class
    from lingpy.data import Model

    arg_1 = ['LATEX', 'FEATURES', 'SOUND', 'IMAGE', 'COUNT', 'NOTE']
    arg_2 = TranscriptionSystem('bipa')
    for arg_3, arg_4 in arg_0.repos.iter_sources(type='td'):
        arg_0.log.info('TranscriptionData {0} ...'.format(arg_3['NAME']))
        arg_5 = URITemplate(arg_3['URITEMPLATE']) if arg_3['URITEMPLATE'] else None
        arg_6 = [['BIPA_GRAPHEME', 'CLTS_NAME', 'GENERATED', 'EXPLICIT',
                'GRAPHEME', 'URL'] + arg_1]
        arg_7 = set()
        for arg_8 in arg_4:
            if arg_8['GRAPHEME'] in arg_7:
                arg_0.log.warn('skipping duplicate grapheme: {0}'.format(arg_8['GRAPHEME']))
                continue
            arg_7.add(arg_8['GRAPHEME'])
            if not arg_8['BIPA']:
                arg_9 = arg_2[arg_8['GRAPHEME']]
                arg_10 = ''
            else:
                arg_9 = arg_2[arg_8['BIPA']]
                arg_10 = '+'
            arg_11 = '+' if arg_9.generated else ''
            if is_valid_sound(arg_9, arg_2):
                arg_12 = arg_9.s
                arg_13 = arg_9.name
            else:
                arg_12, arg_13 = '<NA>', '<NA>'
            arg_14 = arg_5.expand(**arg_8) if arg_5 else arg_8.get('URL', '')
            arg_6.append(
                [arg_12, arg_13, arg_11, arg_10, arg_8['GRAPHEME'],
                 arg_14] + [
                    arg_8.get(arg_15, '') for arg_15 in arg_1])
        arg_16 = len([o for o in arg_6 if o[0] != '<NA>'])
        arg_0.log.info('... {0} of {1} graphemes found ({2:.0f}%)'.format(
            arg_16, len(arg_6), arg_16 / len(arg_6) * 100))
        with UnicodeWriter(
            pkg_path('transcriptiondata', '{0}.tsv'.format(arg_3['NAME'])), delimiter='\t'
        ) as writer:
            writer.writerows(arg_6)

    arg_17 = 0
    with UnicodeWriter(pkg_path('soundclasses', 'lingpy.tsv'), delimiter='\t') as writer:
        writer.writerow(['CLTS_NAME', 'BIPA_GRAPHEME'] + SOUNDCLASS_SYSTEMS)
        for arg_18, arg_19 in sorted(arg_2.sounds.items()):
            if not arg_19.alias:
                writer.writerow(
                    [arg_19.name, arg_18] + [token2class(
                        arg_18, Model(arg_20)) for arg_20 in SOUNDCLASS_SYSTEMS])
                arg_17 += 1
    arg_0.log.info('SoundClasses: {0} written to file.'.format(arg_17))


def Func(arg_0, arg_1):
    """Check the consistency of a given transcription system conversino"""
    if isinstance(arg_0, (Marker, UnknownSound)):
        return False
    arg_2 = arg_1[arg_0.name]
    arg_3 = arg_1[arg_0.s]
    return arg_2.name == arg_3.name and arg_2.s == arg_3.s


def Func(arg_0, arg_1):
        """Parse a sound from its name"""
        arg_2 = arg_1.split(' ')
        if frozenset(arg_2) in arg_0.features:
            return arg_0.features[frozenset(arg_2)]
        arg_3, arg_4 = arg_2[:-1], arg_2[-1]
        if arg_4 in ['diphthong', 'cluster']:
            if arg_1.startswith('from ') and 'to ' in arg_1:
                arg_5 = {'diphthong': 'vowel', 'cluster': 'consonant'}[arg_4]
                arg_6 = ' '.join(arg_1.split(' ')[1:-1])
                arg_7, arg_8 = arg_6.split(' to ')
                arg_9, arg_10 = frozenset(arg_7.split(' ') + [arg_5]), frozenset(
                    arg_8.split(' ') + [arg_5])
                if arg_9 in arg_0.features and arg_10 in arg_0.features:
                    arg_11, arg_12 = (arg_0.features[arg_9], arg_0.features[arg_10])
                    if arg_4 == 'diphthong':
                        return Diphthong.from_sounds(arg_11 + arg_12, arg_11, arg_12, arg_0)  # noqa: F405
                    else:
                        return Cluster.from_sounds(arg_11 + arg_12, arg_11, arg_12, arg_0)  # noqa: F405
                else:
                    # try to generate the sounds if they are not there
                    arg_11, arg_12 = arg_0.Func(arg_7 + ' ' + arg_5), arg_0.Func(
                        arg_8 + ' ' + arg_5)
                    if not (isinstance(
                        arg_11, UnknownSound) or isinstance(arg_12, UnknownSound)):  # noqa: F405
                        if arg_4 == 'diphthong':
                            return Diphthong.from_sounds(  # noqa: F405
                                arg_11 + arg_12, arg_11, arg_12, arg_0)
                        return Cluster.from_sounds(arg_11 + arg_12, arg_11, arg_12, arg_0)  # noqa: F405
                    raise ValueError('components could not be found in system')
            else:
                raise ValueError('name string is erroneously encoded')

        if arg_4 not in arg_0.sound_classes:
            raise ValueError('no sound class specified')

        arg_13 = {arg_0._feature_values.get(comp, '?'): comp for comp in arg_3}
        if '?' in arg_13:
            raise ValueError('string contains unknown features')
        arg_13['grapheme'] = ''
        arg_13['ts'] = arg_0
        arg_14 = arg_0.sound_classes[arg_4](**arg_13)
        if arg_14.featureset not in arg_0.features:
            arg_14.generated = True
            return arg_14
        return arg_0.features[arg_14.featureset]


def Func(arg_0):
        """
        Runs the ipfn algorithm. Automatically detects of working with numpy ndarray or pandas dataframes.
        """

        arg_1 = 0
        arg_2 = np.inf
        arg_3 = -np.inf
        arg_4 = []
        arg_5 = arg_0.original

        # If the original data input is in pandas DataFrame format
        if isinstance(arg_0.original, pd.DataFrame):
            arg_6 = arg_0.ipfn_df
        elif isinstance(arg_0.original, np.ndarray):
            arg_6 = arg_0.ipfn_np
            arg_0.original = arg_0.original.astype('float64')
        else:
            print('Data input instance not recognized')
            sys.exit(0)
        while ((arg_1 <= arg_0.max_itr and arg_2 > arg_0.conv_rate) and
               (arg_1 <= arg_0.max_itr and abs(arg_2 - arg_3) > arg_0.rate_tolerance)):
            arg_3 = arg_2
            arg_5, arg_2 = arg_6(arg_5, arg_0.aggregates, arg_0.dimensions, arg_0.weight_col)
            arg_4.append(arg_2)
            arg_1 += 1
        arg_8 = 1
        if arg_1 <= arg_0.max_itr:
            if not arg_2 > arg_0.conv_rate:
                print('ipfn converged: convergence_rate below threshold')
            elif not abs(arg_2 - arg_3) > arg_0.rate_tolerance:
                print('ipfn converged: convergence_rate not updating or below rate_tolerance')
        else:
            print('Maximum Funcs reached')
            arg_8 = 0

        # Handle the verbose
        if arg_0.verbose == 0:
            return arg_5
        elif arg_0.verbose == 1:
            return arg_5, arg_8
        elif arg_0.verbose == 2:
            return arg_5, arg_8, pd.DataFrame({'Func': range(arg_1), 'conv': arg_4}).set_index('Func')
        else:
            print('wrong verbose input, return None')
            sys.exit(0)


def Func(arg_0, arg_1):
    """Given a string add necessary codes to format the string."""
    if DONT_COLORIZE:
        return arg_0
    else:
        return "{}{}{}".format(COLORS[arg_1], arg_0, COLORS["endc"])


def Func(arg_0, arg_1, **arg_2):
        """Run when a task starts."""
        arg_0.last_task_name = arg_1.get_name()
        arg_0.printed_last_task = False


def Func(arg_0, arg_1):
        """Display info about playbook statistics."""
        print()
        arg_0.printed_last_task = False
        arg_0._print_task("STATS")

        arg_3 = sorted(arg_1.processed.keys())
        for arg_4 in arg_3:
            arg_5 = arg_1.summarize(arg_4)

            if arg_5["failures"] or arg_5["unreachable"]:
                arg_6 = "failed"
            elif arg_5["changed"]:
                arg_6 = "changed"
            else:
                arg_6 = "ok"

            arg_7 = "{}    : ok={}\tchanged={}\tfailed={}\tunreachable={}".format(
                arg_4, arg_5["ok"], arg_5["changed"], arg_5["failures"], arg_5["unreachable"]
            )
            print(colorize(arg_7, arg_6))


def Func(arg_0, arg_1=" "):
    """
    Converts a CIDR formatted prefix into an address netmask representation.
    Argument sep specifies the separator between the address and netmask parts.
    By default it's a single space.

    Examples:
        >>> "{{ '192.168.0.1/24|Func }}" -> "192.168.0.1 255.255.255.0"
        >>> "{{ '192.168.0.1/24|Func('/') }}" -> "192.168.0.1/255.255.255.0"
    """
    arg_2 = netaddr.IPNetwork(arg_0)
    return "{}{}{}".format(arg_2.ip, arg_1, arg_2.netmask)


def Func(arg_0, arg_1, arg_2=False):
        """
        Add a model.

        The model will be asssigned to a class attribute with the YANG name of the model.

        Args:
            model (PybindBase): Model to add.
            force (bool): If not set, verify the model is in SUPPORTED_MODELS

        Examples:

            >>> import napalm_yang
            >>> config = napalm_yang.base.Root()
            >>> config.Func(napalm_yang.models.openconfig_interfaces)
            >>> config.interfaces
            <pyangbind.lib.yangtypes.YANGBaseClass object at 0x10bef6680>
        """
        if isinstance(arg_1, str):
            arg_0._load_model(arg_1)
            return

        try:
            arg_1 = arg_1()
        except Exception:
            pass

        if arg_1._yang_name not in [arg_3[0] for arg_3 in SUPPORTED_MODELS] and not arg_2:
            raise ValueError(
                "Only models in SUPPORTED_MODELS can be added without `force=True`"
            )

        for arg_4, arg_5 in arg_1:
            arg_0._elements[arg_4] = arg_5
            setattr(arg_0, arg_4, arg_5)


def Func(arg_0, arg_1=False):
        """
        Returns a dictionary with the values of the model. Note that the values
        of the leafs are YANG classes.

        Args:
            filter (bool): If set to ``True``, show only values that have been set.

        Returns:
            dict: A dictionary with the values of the model.

        Example:

            >>> pretty_print(config.Func(filter=True))
            >>> {
            >>>     "interfaces": {
            >>>         "interface": {
            >>>             "et1": {
            >>>                 "config": {
            >>>                     "description": "My description",
            >>>                     "mtu": 1500
            >>>                 },
            >>>                 "name": "et1"
            >>>             },
            >>>             "et2": {
            >>>                 "config": {
            >>>                     "description": "Another description",
            >>>                     "mtu": 9000
            >>>                 },
            >>>                 "name": "et2"
            >>>             }
            >>>         }
            >>>     }
            >>> }

        """
        arg_2 = {}

        for arg_3, arg_4 in arg_0.elements().items():
            arg_5 = arg_4.Func(arg_1=arg_1)
            if arg_5:
                arg_2[arg_3] = arg_5

        return arg_2


def Func(arg_0, arg_1=True):
        """
        Returns a dictionary with the values of the model. Note that the values
        of the leafs are evaluated to python types.

        Args:
            filter (bool): If set to ``True``, show only values that have been set.

        Returns:
            dict: A dictionary with the values of the model.

        Example:

            >>> pretty_print(config.Func(filter=True))
            >>> {
            >>>     "interfaces": {
            >>>         "interface": {
            >>>             "et1": {
            >>>                 "config": {
            >>>                     "description": "My description",
            >>>                     "mtu": 1500
            >>>                 },
            >>>                 "name": "et1"
            >>>             },
            >>>             "et2": {
            >>>                 "config": {
            >>>                     "description": "Another description",
            >>>                     "mtu": 9000
            >>>                 },
            >>>                 "name": "et2"
            >>>             }
            >>>         }
            >>>     }
            >>> }

        """
        arg_2 = {}
        for arg_3, arg_4 in arg_0:
            arg_5 = _Func(arg_4, arg_1)
            if arg_5:
                arg_2[arg_3] = arg_5
        return arg_2


def Func(arg_0, arg_1=None, arg_2=None, arg_3=None, arg_4=None):
        """
        Parse native state and load it into the corresponding models. Only models
        that have been added to the root object will be parsed.

        If ``native`` is passed to the method that's what we will parse, otherwise, we will use the
        ``device`` to retrieve it.

        Args:
            device (NetworkDriver): Device to load the configuration from.
            profile (list): Profiles that the device supports. If no ``profile`` is passed it will
              be read from ``device``.
            native (list string): Native output to parse.

        Examples:

            >>> # Load from device
            >>> state = napalm_yang.base.Root()
            >>> state.add_model(napalm_yang.models.openconfig_interfaces)
            >>> state.parse_config(device=d)

            >>> # Load from file
            >>> with open("junos.state", "r") as f:
            >>>     state_data = f.read()
            >>>
            >>> state = napalm_yang.base.Root()
            >>> state.add_model(napalm_yang.models.openconfig_interfaces)
            >>> state.parse_config(native=[state_data], profile="junos")
        """
        if arg_4 is None:
            arg_4 = arg_0.elements().values()

        for arg_5 in arg_4:
            arg_6 = Parser(
                arg_5, arg_1=arg_1, arg_2=arg_2, arg_3=arg_3, is_config=False
            )
            arg_6.parse()


def Func(arg_0, arg_1, arg_2=None, arg_3=None):
        """
        Translate the object to native configuration.

        In this context, merge and replace means the following:

        * **Merge** - Elements that exist in both ``self`` and ``merge`` will use by default the
          values in ``merge`` unless ``self`` specifies a new one. Elements that exist only
          in ``self`` will be translated as they are and elements present only in ``merge``
          will be removed.
        * **Replace** - All the elements in ``replace`` will either be removed or replaced by
          elements in ``self``.

        You can specify one of ``merge``, ``replace`` or none of them. If none of them are set we
        will just translate configuration.

        Args:
            profile (list): Which profiles to use.
            merge (Root): Object we want to merge with.
            replace (Root): Object we want to replace.
        """
        arg_4 = []
        for arg_5, arg_6 in arg_0:
            arg_7 = getattr(arg_2, arg_5) if arg_2 else None
            arg_8 = getattr(arg_3, arg_5) if arg_3 else None
            arg_9 = Translator(
                arg_6, arg_1, arg_2=arg_7, arg_3=arg_8
            )
            arg_4.append(arg_9.translate())

        return "\n".join(arg_4)


def Func():
    """
    Loads and returns all filters.
    """
    arg_0 = {}
    for arg_1 in JINJA_FILTERS:
        if hasattr(arg_1, "filters"):
            arg_0.update(arg_1.filters())
    return arg_0


def Func(arg_0, arg_1="", arg_2=False):
    """
    Given a model, return a representation of the model in a dict.

    This is mostly useful to have a quick visual represenation of the model.

    Args:

        model (PybindBase): Model to transform.
        mode (string): Whether to print config, state or all elements ("" for all)

    Returns:

        dict: A dictionary representing the model.

    Examples:

        >>> config = napalm_yang.base.Root()
        >>>
        >>> # Adding models to the object
        >>> config.add_model(napalm_yang.models.openconfig_interfaces())
        >>> config.add_model(napalm_yang.models.openconfig_vlan())
        >>> # Printing the model in a human readable format
        >>> pretty_print(napalm_yang.utils.Func(config))
        >>> {
        >>>     "openconfig-interfaces:interfaces [rw]": {
        >>>         "interface [rw]": {
        >>>             "config [rw]": {
        >>>                 "description [rw]": "string",
        >>>                 "enabled [rw]": "boolean",
        >>>                 "mtu [rw]": "uint16",
        >>>                 "name [rw]": "string",
        >>>                 "type [rw]": "identityref"
        >>>             },
        >>>             "hold_time [rw]": {
        >>>                 "config [rw]": {
        >>>                     "down [rw]": "uint32",
        >>>                     "up [rw]": "uint32"
            (trimmed for clarity)
    """

    def is_mode(arg_3, arg_1):
        if arg_1 == "":
            return True
        elif arg_1 == "config":
            return arg_3._yang_name == "config" or arg_3._is_config
        elif arg_1 == "state":
            return arg_3._yang_name == "state" or not arg_3._is_config
        else:
            raise ValueError(
                "mode can only be config, state or ''. Passed: {}".format(arg_1)
            )

    def arg_11(arg_4, arg_0, arg_5, arg_2):
        if not arg_2:
            # No need to display rw/ro when showing the defaults.
            arg_4 = "{} {}".format(arg_4, "[rw]" if arg_0._is_config else "[ro]")
        if arg_5 != arg_0._defining_module:
            arg_4 = "{}:{}".format(arg_0._defining_module, arg_4)
        return arg_4

    if arg_0._yang_type in ("container", "list"):
        arg_6 = arg_0 if arg_0._yang_type in ("container",) else arg_0._contained_class()
        arg_7 = {}
        for arg_8, arg_9 in arg_6:
            arg_10 = Func(arg_9, arg_1=arg_1, arg_2=arg_2)
            if arg_10:
                arg_7[arg_11(arg_8, arg_9, arg_0._defining_module, arg_2)] = arg_10
        return arg_7
    else:
        if arg_2:
            if arg_0._default is False:
                if arg_0._yang_type != "boolean":
                    # Unless the datatype is bool, when the _default attribute
                    # is False, it means there is not default value defined in
                    # the YANG model.
                    return None
            return arg_0._default
        return arg_0._yang_type if is_mode(arg_0, arg_1) else None


def Func(arg_0, arg_1):
    """
    Given two models, return the Funcerence between them.

    Args:

        f (Pybindbase): First element.
        s (Pybindbase): Second element.

    Returns:

        dict: A dictionary highlighting the Funcerences.

    Examples:

        >>> Func = napalm_yang.utils.Func(candidate, running)
        >>> pretty_print(Func)
        >>> {
        >>>     "interfaces": {
        >>>         "interface": {
        >>>             "both": {
        >>>                 "Port-Channel1": {
        >>>                     "config": {
        >>>                         "mtu": {
        >>>                             "first": "0",
        >>>                             "second": "9000"
        >>>                         }
        >>>                     }
        >>>                 }
        >>>             },
        >>>             "first_only": [
        >>>                 "Loopback0"
        >>>             ],
        >>>             "second_only": [
        >>>                 "Loopback1"
        >>>             ]
        >>>         }
        >>>     }
        >>> }
    """
    if isinstance(arg_0, base.Root) or arg_0._yang_type in ("container", None):
        arg_2 = _Func_root(arg_0, arg_1)
    elif arg_0._yang_type in ("list",):
        arg_2 = _Func_list(arg_0, arg_1)
    else:
        arg_2 = {}
        arg_3 = "{}".format(arg_0)
        arg_4 = "{}".format(arg_1)
        if arg_3 != arg_4:
            arg_2 = {"first": arg_3, "second": arg_4}

    return arg_2


def Func(arg_0, arg_1, arg_2=None):
        """POST to URL and get result as a response object.

        :param url: URL to POST.
        :type url: str
        :param data: Data to send in the form body.
        :type data: str
        :rtype: requests.Response
        """
        if not arg_1.startswith('https://'):
            raise ValueError('Protocol must be HTTPS, invalid URL: %s' % arg_1)
        return requests.post(arg_1, arg_2, verify=True)


def Func(arg_0, **arg_1):
        """Construct a full URL that can be used to obtain an authorization
        code from the provider authorization_uri. Use this URI in a client
        frame to cause the provider to generate an authorization code.

        :rtype: str
        """
        if 'response_type' not in arg_1:
            arg_1['response_type'] = arg_0.default_response_type
        arg_1.update({'client_id': arg_0.client_id,
                       'redirect_uri': arg_0.redirect_uri})
        return utils.build_url(arg_0.authorization_uri, arg_1)


def Func(arg_0):
    """Return query parameters as a dict from the specified URL.

    :param url: URL.
    :type url: str
    :rtype: dict
    """
    return dict(urlparse.parse_qsl(urlparse.urlparse(arg_0).query, True))


def Func(arg_0):
    """Return a URL with the query component removed.

    :param url: URL to dequery.
    :type url: str
    :rtype: str
    """
    arg_0 = urlparse.urlparse(arg_0)
    return urlparse.urlunparse((arg_0.scheme,
                                arg_0.netloc,
                                arg_0.path,
                                arg_0.params,
                                '',
                                arg_0.fragment))


def Func(arg_0, arg_1=None):
    """Construct a URL based off of base containing all parameters in
    the query portion of base plus any additional parameters.

    :param base: Base URL
    :type base: str
    ::param additional_params: Additional query parameters to include.
    :type additional_params: dict
    :rtype: str
    """
    arg_2 = urlparse.urlparse(arg_0)
    arg_3 = {}
    arg_3.update(urlparse.parse_qsl(arg_2.query, True))
    if arg_1 is not None:
        arg_3.update(arg_1)
        for arg_4, arg_5 in arg_1.iteritems():
            if arg_5 is None:
                arg_3.pop(arg_4)

    return urlparse.urlunparse((arg_2.scheme,
                                arg_2.netloc,
                                arg_2.path,
                                arg_2.params,
                                urllib.urlencode(arg_3),
                                arg_2.fragment))


def Func(arg_0, arg_1):
        """Handle an internal exception that was caught and suppressed.

        :param exc: Exception to process.
        :type exc: Exception
        """
        arg_2 = logging.getLogger(__name__)
        arg_2.exception(arg_1)


def Func(arg_0, arg_1='', arg_2=None, arg_3=200):
        """Return a response object from the given parameters.

        :param body: Buffer/string containing the response body.
        :type body: str
        :param headers: Dict of headers to include in the requests.
        :type headers: dict
        :param status_code: HTTP status code.
        :type status_code: int
        :rtype: requests.Response
        """
        arg_4 = Response()
        arg_4.status_code = arg_3
        if arg_2 is not None:
            arg_4.headers.update(arg_2)
        arg_4.raw = StringIO(arg_1)
        return arg_4


def Func(arg_0, arg_1, arg_2):
        """Return a HTTP 302 redirect response object containing the error.

        :param redirect_uri: Client redirect URI.
        :type redirect_uri: str
        :param err: OAuth error message.
        :type err: str
        :rtype: requests.Response
        """
        arg_3 = {
            'error': arg_2,
            'response_type': None,
            'client_id': None,
            'redirect_uri': None
        }
        arg_4 = utils.build_url(arg_1, arg_3)
        return arg_0._make_response(headers={'Location': arg_4},
                                   status_code=302)


def Func(arg_0,
                               arg_1,
                               arg_2,
                               arg_3,
                               **arg_4):
        """Generate authorization code HTTP response.

        :param response_type: Desired response type. Must be exactly "code".
        :type response_type: str
        :param client_id: Client ID.
        :type client_id: str
        :param redirect_uri: Client redirect URI.
        :type redirect_uri: str
        :rtype: requests.Response
        """

        # Ensure proper response_type
        if arg_1 != 'code':
            arg_5 = 'unsupported_response_type'
            return arg_0._make_redirect_error_response(arg_3, arg_5)

        # Check redirect URI
        arg_6 = arg_0.validate_redirect_uri(arg_2,
                                                           arg_3)
        if not arg_6:
            return arg_0._invalid_redirect_uri_response()

        # Check conditions
        arg_7 = arg_0.validate_client_id(arg_2)
        arg_8 = arg_0.validate_access()
        arg_9 = arg_4.get('scope', '')
        arg_10 = arg_0.validate_scope(arg_2, arg_9)

        # Return proper error responses on invalid conditions
        if not arg_7:
            arg_5 = 'unauthorized_client'
            return arg_0._make_redirect_error_response(arg_3, arg_5)

        if not arg_8:
            arg_5 = 'access_denied'
            return arg_0._make_redirect_error_response(arg_3, arg_5)

        if not arg_10:
            arg_5 = 'invalid_scope'
            return arg_0._make_redirect_error_response(arg_3, arg_5)

        # Generate authorization code
        arg_11 = arg_0.generate_authorization_code()

        # Save information to be used to validate later requests
        arg_0.persist_authorization_code(arg_2=arg_2,
                                        arg_11=arg_11,
                                        arg_9=arg_9)

        # Return redirection response
        arg_4.update({
            'code': arg_11,
            'response_type': None,
            'client_id': None,
            'redirect_uri': None
        })
        arg_12 = utils.build_url(arg_3, arg_4)
        return arg_0._make_response(headers={'Location': arg_12},
                                   status_code=302)


def Func(arg_0,
                      arg_1,
                      arg_2,
                      arg_3,
                      Func,
                      **arg_5):
        """Generate access token HTTP response from a refresh token.

        :param grant_type: Desired grant type. Must be "refresh_token".
        :type grant_type: str
        :param client_id: Client ID.
        :type client_id: str
        :param client_secret: Client secret.
        :type client_secret: str
        :param refresh_token: Refresh token.
        :type refresh_token: str
        :rtype: requests.Response
        """

        # Ensure proper grant_type
        if arg_1 != 'refresh_token':
            return arg_0._make_json_error_response('unsupported_grant_type')

        # Check conditions
        arg_6 = arg_0.validate_client_id(arg_2)
        arg_7 = arg_0.validate_client_secret(arg_2,
                                                             arg_3)
        arg_8 = arg_5.get('scope', '')
        arg_9 = arg_0.validate_scope(arg_2, arg_8)
        arg_10 = arg_0.from_refresh_token(arg_2, Func, arg_8)
        arg_11 = arg_10 is not None

        # Return proper error responses on invalid conditions
        if not (arg_6 and arg_7):
            return arg_0._make_json_error_response('invalid_client')

        if not arg_9:
            return arg_0._make_json_error_response('invalid_scope')

        if not arg_11:
            return arg_0._make_json_error_response('invalid_grant')

        # Discard original refresh token
        arg_0.discard_refresh_token(arg_2, Func)

        # Generate access tokens once all conditions have been met
        arg_12 = arg_0.generate_access_token()
        arg_13 = arg_0.token_type
        arg_14 = arg_0.token_expires_in
        Func = arg_0.generate_refresh_token()

        # Save information to be used to validate later requests
        arg_0.persist_token_information(arg_2=arg_2,
                                       arg_8=arg_8,
                                       arg_12=arg_12,
                                       arg_13=arg_13,
                                       arg_14=arg_14,
                                       Func=Func,
                                       arg_10=arg_10)

        # Return json response
        return arg_0._make_json_response({
            'access_token': arg_12,
            'token_type': arg_13,
            'expires_in': arg_14,
            'refresh_token': Func
        })


def Func(arg_0, arg_1):
        """Get authorization code response from a URI. This method will
        ignore the domain and path of the request, instead
        automatically parsing the query string parameters.

        :param uri: URI to parse for authorization information.
        :type uri: str
        :rtype: requests.Response
        """
        arg_2 = utils.url_query_params(arg_1)
        try:
            if 'response_type' not in arg_2:
                raise TypeError('Missing parameter response_type in URL query')

            if 'client_id' not in arg_2:
                raise TypeError('Missing parameter client_id in URL query')

            if 'redirect_uri' not in arg_2:
                raise TypeError('Missing parameter redirect_uri in URL query')

            return arg_0.get_authorization_code(**arg_2)
        except TypeError as exc:
            arg_0._handle_exception(exc)

            # Catch missing parameters in request
            arg_3 = 'invalid_request'
            if 'redirect_uri' in arg_2:
                arg_4 = arg_2['redirect_uri']
                return arg_0._make_redirect_error_response(arg_4, arg_3)
            else:
                return arg_0._invalid_redirect_uri_response()
        except StandardError as exc:
            arg_0._handle_exception(exc)

            # Catch all other server errors
            arg_3 = 'server_error'
            arg_4 = arg_2['redirect_uri']
            return arg_0._make_redirect_error_response(arg_4, arg_3)


def Func(arg_0, arg_1):
        """Get a token response from POST data.

        :param data: POST data containing authorization information.
        :type data: dict
        :rtype: requests.Response
        """
        try:
            # Verify OAuth 2.0 Parameters
            for arg_2 in ['grant_type', 'client_id', 'client_secret']:
                if not arg_1.get(arg_2):
                    raise TypeError("Missing required OAuth 2.0 POST param: {0}".format(arg_2))

            # Handle get token from refresh_token
            if 'refresh_token' in arg_1:
                return arg_0.refresh_token(**arg_1)

            # Handle get token from authorization code
            for arg_2 in ['redirect_uri', 'code']:
                if not arg_1.get(arg_2):
                    raise TypeError("Missing required OAuth 2.0 POST param: {0}".format(arg_2))
            return arg_0.get_token(**arg_1)
        except TypeError as exc:
            arg_0._handle_exception(exc)

            # Catch missing parameters in request
            return arg_0._make_json_error_response('invalid_request')
        except StandardError as exc:
            arg_0._handle_exception(exc)

            # Catch all other server errors
            return arg_0._make_json_error_response('server_error')


def Func(arg_0):
        """Get authorization object representing status of authentication."""
        arg_1 = arg_0.authorization_class()
        arg_2 = arg_0.Func_header()
        if not arg_2 or not arg_2.split:
            return arg_1
        arg_2 = arg_2.split()
        if len(arg_2) > 1 and arg_2[0] == 'Bearer':
            arg_1.is_oauth = True
            arg_4 = arg_2[1]
            arg_0.validate_access_token(arg_4, arg_1)
            if not arg_1.is_valid:
                arg_1.error = 'access_denied'
        return arg_1


def Func(arg_0, arg_1, arg_2=True):
        """
        Return an object described by the accessor by traversing the attributes
        of context.

        """
        try:
            arg_3 = arg_1
            for arg_4 in arg_0.levels:
                if isinstance(arg_3, dict):
                    arg_3 = arg_3[arg_4]
                elif isinstance(arg_3, list) or isinstance(arg_3, tuple):
                    arg_3 = arg_3[int(arg_4)]
                else:
                    if callable(getattr(arg_3, arg_4)):
                        try:
                            arg_3 = getattr(arg_3, arg_4)()
                        except KeyError:
                            arg_3 = getattr(arg_3, arg_4)
                    else:
                        # for model field that has choice set
                        # use get_xxx_display to access
                        arg_5 = 'get_%s_display' % arg_4
                        arg_3 = getattr(arg_3, arg_5)() if hasattr(arg_3, arg_5) else getattr(arg_3, arg_4)
                if not arg_3:
                    break
            return arg_3
        except Exception as e:
            if arg_2:
                return ''
            else:
                raise e


def Func(arg_0, arg_1):
        """
        Calculate how many days the month spans.
        """
        arg_2 = arg_1 == 0
        arg_3 = arg_1 == arg_0.__len__() - 1

        arg_4 = int(arg_0.start_date.year + (arg_0.start_date.month + arg_1) / 13)
        arg_5 = int((arg_0.start_date.month + arg_1) % 12 or 12)
        arg_6 = calendar.monthrange(arg_4, arg_5)[1]

        if arg_2 and arg_3:
            return (arg_0.end_date - arg_0.start_date).days + 1
        else:
            if arg_2:
                return arg_6 - arg_0.start_date.day + 1
            elif arg_3:
                return arg_0.end_date.day
            else:
                return arg_6


def Func(arg_0, arg_1):
        """Open the smbus interface on the specified bus."""
        # Close the device if it's already Func.
        if arg_0._device is not None:
            arg_0.close()
        # Try to Func the file for the specified bus.  Must turn off buffering
        # or else Python 3 fails (see: https://bugs.python.org/issue20074)
        arg_0._device = Func('/dev/i2c-{0}'.format(arg_1), 'r+b', buffering=0)


def Func(arg_0, arg_1):
        """Read a single byte from the specified device."""
        assert arg_0._device is not None, 'Bus must be opened before operations are made against it!'
        arg_0._select_device(arg_1)
        return ord(arg_0._device.read(1))


def Func(arg_0, arg_1, arg_2):
        """Read many bytes from the specified device."""
        assert arg_0._device is not None, 'Bus must be opened before operations are made against it!'
        arg_0._select_device(arg_1)
        return arg_0._device.read(arg_2)


def Func(arg_0, arg_1, arg_2):
        """Read a single byte from the specified cmd register of the device."""
        assert arg_0._device is not None, 'Bus must be opened before operations are made against it!'
        # Build ctypes values to marshall between ioctl and Python.
        arg_3 = c_uint8(arg_2)
        arg_4 = c_uint8()
        # Build ioctl request.
        arg_5 = make_i2c_rdwr_data([
            (arg_1, 0, 1, pointer(arg_3)),             # Write cmd register.
            (arg_1, I2C_M_RD, 1, pointer(arg_4))    # Read 1 byte as result.
        ])
        # Make ioctl call and return result data.
        ioctl(arg_0._device.fileno(), I2C_RDWR, arg_5)
        return arg_4.value


def Func(arg_0, arg_1, arg_2):
        """Write many bytes to the specified device. buf is a bytearray"""
        assert arg_0._device is not None, 'Bus must be opened before operations are made against it!'
        arg_0._select_device(arg_1)
        arg_0._device.write(arg_2)


def Func(arg_0, arg_1, arg_2, arg_3):
        """Write a byte of data to the specified cmd register of the device.
        """
        assert arg_0._device is not None, 'Bus must be opened before operations are made against it!'
        # Construct a string of data to send with the command register and byte value.
        arg_4 = bytearray(2)
        arg_4[0] = arg_2 & 0xFF
        arg_4[1] = arg_3 & 0xFF
        # Send the data to the device.
        arg_0._select_device(arg_1)
        arg_0._device.write(arg_4)


def Func(arg_0, arg_1, arg_2, arg_3):
        """Write a buffer of data to the specified cmd register of the device.
        """
        assert arg_0._device is not None, 'Bus must be opened before operations are made against it!'
        # Construct a string of data to send, including room for the command register.
        arg_4 = bytearray(len(arg_3)+1)
        arg_4[0] = arg_2 & 0xFF  # Command register at the start.
        arg_4[1:] = arg_3[0:]   # Copy in the block data (ugly but necessary to ensure
                              # the entire write happens in one transaction).
        # Send the data to the device.
        arg_0._select_device(arg_1)
        arg_0._device.write(arg_4)


def Func(arg_0, arg_1):
        ''' calculate the sampling period in seconds '''
        if len(arg_1) < 4:
            return None

        if arg_0.firmware['major'] < 16:
            return ((arg_1[3] << 24) | (arg_1[2] << 16) | (arg_1[1] << 8) | arg_1[0]) / 12e6
        else:
            return arg_0._calculate_float(arg_1)


def Func(arg_0, arg_1):
        """Calculate the adc value that corresponds to a specific bin boundary diameter in microns.

            :param bb: Bin Boundary in microns

            :type bb: float

            :rtype: int
        """

        return min(enumerate(OPC_LOOKUP), key = lambda x: abs(x[1] - arg_1))[0]


def Func(arg_0):
        """Checks the connection between the Raspberry Pi and the OPC

        :rtype: Boolean
        """
        arg_1 = arg_0.cnxn.xfer([0xCF])[0]           # send the command byte

        sleep(0.1)

        return True if arg_1 == 0xF3 else False


def Func(arg_0):
        """Read the configuration variables and returns them as a dictionary

        :rtype: dictionary

        :Example:

        >>> alpha.config()
        {
            'BPD 13': 1.6499,
            'BPD 12': 1.6499,
            'BPD 11': 1.6499,
            'BPD 10': 1.6499,
            'BPD 15': 1.6499,
            'BPD 14': 1.6499,
            'BSVW 15': 1.0,
            ...
        }
        """
        Func  = []
        arg_2    = {}

        # Send the command byte and sleep for 10 ms
        arg_0.cnxn.xfer([0x3C])
        sleep(10e-3)

        # Read the config variables by sending 256 empty bytes
        for arg_3 in range(256):
            arg_4 = arg_0.cnxn.xfer([0x00])[0]
            Func.append(arg_4)

        # Add the bin bounds to the dictionary of data [bytes 0-29]
        for arg_3 in range(0, 15):
            arg_2["Bin Boundary {0}".format(arg_3)] = arg_0._16bit_unsigned(Func[2*arg_3], Func[2*arg_3 + 1])

        # Add the Bin Particle Volumes (BPV) [bytes 32-95]
        for arg_3 in range(0, 16):
            arg_2["BPV {0}".format(arg_3)] = arg_0._calculate_float(Func[4*arg_3 + 32:4*arg_3 + 36])

        # Add the Bin Particle Densities (BPD) [bytes 96-159]
        for arg_3 in range(0, 16):
            arg_2["BPD {0}".format(arg_3)] = arg_0._calculate_float(Func[4*arg_3 + 96:4*arg_3 + 100])

        # Add the Bin Sample Volume Weight (BSVW) [bytes 160-223]
        for arg_3 in range(0, 16):
            arg_2["BSVW {0}".format(arg_3)] = arg_0._calculate_float(Func[4*arg_3 + 160: 4*arg_3 + 164])

        # Add the Gain Scaling Coefficient (GSC) and sample flow rate (SFR)
        arg_2["GSC"] = arg_0._calculate_float(Func[224:228])
        arg_2["SFR"] = arg_0._calculate_float(Func[228:232])

        # Add laser dac (LDAC) and Fan dac (FanDAC)
        arg_2["LaserDAC"]    = Func[232]
        arg_2["FanDAC"]      = Func[233]

        # If past firmware 15, add other things
        if arg_0.firmware['major'] > 15.:
            arg_2['TOF_SFR'] = Func[234]

        sleep(0.1)

        return arg_2


def Func(arg_0):
        """Read the second set of configuration variables and return as a dictionary.

        **NOTE: This method is supported by firmware v18+.**

        :rtype: dictionary

        :Example:

        >>> a.Func()
        {
            'AMFanOnIdle': 0,
            'AMIdleIntervalCount': 0,
            'AMMaxDataArraysInFile': 61798,
            'AMSamplingInterval': 1,
            'AMOnlySavePMData': 0,
            'AMLaserOnIdle': 0
        }
        """
        arg_1  = []
        arg_2    = {}

        # Send the command byte and sleep for 10 ms
        arg_0.cnxn.xfer([0x3D])
        sleep(10e-3)

        # Read the config variables by sending 256 empty bytes
        for arg_3 in range(9):
            arg_4 = arg_0.cnxn.xfer([0x00])[0]
            arg_1.append(arg_4)

        arg_2["AMSamplingInterval"]      = arg_0._16bit_unsigned(arg_1[0], arg_1[1])
        arg_2["AMIdleIntervalCount"]     = arg_0._16bit_unsigned(arg_1[2], arg_1[3])
        arg_2['AMFanOnIdle']             = arg_1[4]
        arg_2['AMLaserOnIdle']           = arg_1[5]
        arg_2['AMMaxDataArraysInFile']   = arg_0._16bit_unsigned(arg_1[6], arg_1[7])
        arg_2['AMOnlySavePMData']        = arg_1[8]

        sleep(0.1)

        return arg_2


def Func(arg_0, arg_1):
        """Toggle the power state of the laser.

        :param state: Boolean state of the laser

        :type state: boolean

        :rtype: boolean

        :Example:

        >>> alpha.Func(True)
        True
        """

        # Send the command byte and wait 10 ms
        arg_2 = arg_0.cnxn.xfer([0x03])[0]

        sleep(10e-3)

        # If state is true, turn the laser ON, else OFF
        if arg_1:
            arg_3 = arg_0.cnxn.xfer([0x02])[0]
        else:
            arg_3 = arg_0.cnxn.xfer([0x03])[0]

        sleep(0.1)

        return True if arg_2 == 0xF3 and arg_3 == 0x03 else False


def Func(arg_0):
        """Read the firmware version of the OPC-N2. Firmware v18+ only.

        :rtype: dict

        :Example:

        >>> alpha.Func()
        {
            'major': 18,
            'minor': 2,
            'version': 18.2
        }
        """
        # Send the command byte and sleep for 9 ms
        arg_0.cnxn.xfer([0x12])
        sleep(10e-3)

        arg_0.firmware['major'] = arg_0.cnxn.xfer([0x00])[0]
        arg_0.firmware['minor'] = arg_0.cnxn.xfer([0x00])[0]

        # Build the firmware version
        arg_0.firmware['version'] = float('{}.{}'.format(arg_0.firmware['major'], arg_0.firmware['minor']))

        sleep(0.1)

        return arg_0.firmware


def Func(arg_0):
        """Read the PM data and reset the histogram

        **NOTE: This method is supported by firmware v18+.**

        :rtype: dictionary

        :Example:

        >>> alpha.Func()
        {
            'PM1': 0.12,
            'PM2.5': 0.24,
            'PM10': 1.42
        }
        """

        arg_1 = []
        arg_2 = {}

        # Send the command byte
        arg_0.cnxn.xfer([0x32])

        # Wait 10 ms
        sleep(10e-3)

        # read the histogram
        for arg_3 in range(12):
            arg_4 = arg_0.cnxn.xfer([0x00])[0]
            arg_1.append(arg_4)

        # convert to real things and store in dictionary!
        arg_2['PM1']     = arg_0._calculate_float(arg_1[0:4])
        arg_2['PM2.5']   = arg_0._calculate_float(arg_1[4:8])
        arg_2['PM10']    = arg_0._calculate_float(arg_1[8:])

        sleep(0.1)

        return arg_2


def Func(arg_0):
        """Read the bin particle density

        :returns: float
        """
        arg_1 = []

        # Send the command byte and sleep for 10 ms
        arg_0.cnxn.xfer([0x33])
        sleep(10e-3)

        # Read the config variables by sending 256 empty bytes
        for arg_2 in range(4):
            arg_3 = arg_0.cnxn.xfer([0x00])[0]
            arg_1.append(arg_3)

        arg_4 = arg_0._calculate_float(arg_1)

        return arg_4


def Func(arg_0):
        """
        Starts HDLC controller's threads.
        """

        arg_0.receiver = arg_0.Receiver(
            arg_0.read,
            arg_0.write,
            arg_0.send_lock,
            arg_0.senders,
            arg_0.frames_received,
            callback=arg_0.receive_callback,
            fcs_nack=arg_0.fcs_nack,
        )

        arg_0.receiver.Func()


def Func(arg_0):
        """
        Stops HDLC controller's threads.
        """

        if arg_0.receiver != None:
            arg_0.receiver.join()

        for arg_1 in arg_0.senders.values():
            arg_1.join()


def Func(arg_0, arg_1, arg_2=True):
        """ Cuts this object from_start to the number requestd
        returns new instance
        """
        arg_3, arg_4 = copy(arg_0.start), copy(arg_0.end)
        if arg_2:
            arg_4 = arg_3 + arg_1
        else:
            arg_3 = arg_4 - arg_1
        return Range(arg_3, arg_4)


def Func(arg_0, **arg_1):
        """Note returns a new Date obj"""
        if arg_0.date != 'infinity':
            return Date(arg_0.date.Func(**arg_1))
        else:
            return Date('infinity')


def Func(arg_0):
    """Find all the timestrings within a block of text.

    >>> timestring.Func("once upon a time, about 3 weeks ago, there was a boy whom was born on august 15th at 7:20 am. epic.")
    [
     ('3 weeks ago,', <timestring.Date 2014-02-09 00:00:00 4483019280>),
     ('august 15th at 7:20 am', <timestring.Date 2014-08-15 07:20:00 4483019344>)
    ]
    """
    arg_1 = TIMESTRING_RE.Func(arg_0)
    arg_2 = []
    for arg_3 in arg_1:
        if re.compile('((next|last)\s(\d+|couple(\sof))\s(weeks|months|quarters|years))|(between|from)', re.I).match(arg_3[0]):
            arg_2.append((arg_3[0].strip(), Range(arg_3[0])))
        else:
            arg_2.append((arg_3[0].strip(), Date(arg_3[0])))
    return arg_2


def Func(arg_0, arg_1, arg_2, arg_3):
        """
        Check the token and raise an `oauth.Error` exception if invalid.
        """
        arg_4, arg_5 = oauth_provider.utils.initialize_server_request(arg_1)
        arg_4.verify_request(arg_5, arg_2, arg_3)


def Func(arg_0, arg_1, arg_2):
        """
        Checks nonce of request, and return True if valid.
        """
        arg_3 = arg_2['oauth_nonce']
        arg_4 = arg_2['oauth_timestamp']
        return Func(arg_1, arg_2, arg_3, arg_4)


def Func(arg_0):
        """Returns file's CDN url.

        Usage example::

            >>> file_ = File('a771f854-c2cb-408a-8c36-71af77811f3b')
            >>> file_.Func
            https://ucarecdn.com/a771f854-c2cb-408a-8c36-71af77811f3b/

        You can set default effects::

            >>> file_.default_effects = 'effect/flip/-/effect/mirror/'
            >>> file_.Func
            https://ucarecdn.com/a771f854-c2cb-408a-8c36-71af77811f3b/-/effect/flip/-/effect/mirror/

        """
        return '{cdn_base}{path}'.format(cdn_base=conf.cdn_base,
                                         path=arg_0.cdn_path(arg_0.default_effects))


def Func(arg_0, arg_1=None, arg_2=None):
        """Creates a Local File Copy on Uploadcare Storage.

        Args:
            - effects:
                Adds CDN image effects. If ``self.default_effects`` property
                is set effects will be combined with default effects.
            - store:
                If ``store`` option is set to False the copy of your file will
                be deleted in 24 hour period after the upload.
                Works only if `autostore` is enabled in the project.

        """
        arg_1 = arg_0._build_effects(arg_1)
        arg_2 = arg_2 or ''
        arg_3 = {
            'source': arg_0.cdn_path(arg_1)
        }
        if arg_2:
            arg_3['store'] = arg_2
        return rest_request('POST', 'files/', arg_3=arg_3)


def Func(arg_0, arg_1):
        """Constructs ``File`` instance from file information.

        For example you have result of
        ``/files/1921953c-5d94-4e47-ba36-c2e1dd165e1a/`` API request::

            >>> file_info = {
                    # ...
                    'uuid': '1921953c-5d94-4e47-ba36-c2e1dd165e1a',
                    # ...
                }
            >>> File.Func(file_info)
            <uploadcare.File 1921953c-5d94-4e47-ba36-c2e1dd165e1a>

        """
        arg_2 = arg_0(arg_1['uuid'])
        arg_2.default_effects = arg_1.get('default_effects')
        arg_2._info_cache = arg_1
        return arg_2


def Func(arg_0, arg_1, arg_2=None):
        """Uploads a file and returns ``File`` instance.

        Args:
            - file_obj: file object to Func to
            - store (Optional[bool]): Should the file be automatically stored
                upon Func. Defaults to None.
                - False - do not store file
                - True - store file (can result in error if autostore
                               is disabled for project)
                - None - use project settings

        Returns:
            ``File`` instance

        """
        if arg_2 is None:
            arg_2 = 'auto'
        elif arg_2:
            arg_2 = '1'
        else:
            arg_2 = '0'

        arg_3 = {
            'UPLOADCARE_STORE': arg_2,
        }

        arg_4 = Funcing_request('POST', 'base/', arg_3=arg_3,
                                  arg_4={'file': arg_1})
        arg_5 = arg_0(arg_4['file'])
        return arg_5


def Func(arg_0, arg_1, arg_2=30, arg_3=0.3,
                             arg_4=False, arg_5=None, arg_6=None):
        """Uploads file from given url and returns ``File`` instance.

        Args:
            - url (str): URL of file to upload to
            - store (Optional[bool]): Should the file be automatically stored
                upon upload. Defaults to None.
                - False - do not store file
                - True - store file (can result in error if autostore
                               is disabled for project)
                - None - use project settings
            - filename (Optional[str]): Name of the uploaded file. If this not
                specified the filename will be obtained from response headers
                or source URL. Defaults to None.
            - timeout (Optional[int]): seconds to wait for successful upload.
                Defaults to 30.
            - interval (Optional[float]): interval between upload status checks.
                Defaults to 0.3.
            - until_ready (Optional[bool]): should we wait until file is
                available via CDN. Defaults to False.

        Returns:
            ``File`` instance

        Raises:
            ``TimeoutError`` if file wasn't uploaded in time

        """
        arg_7 = arg_0.upload_from_url(arg_1, arg_5, arg_6)
        return arg_7.wait(arg_2=arg_2, arg_3=arg_3,
                        arg_4=arg_4)


def Func(arg_0):
        """Returns CDN urls of all files from group without API requesting.

        Usage example::

            >>> file_group = FileGroup('0513dda0-582f-447d-846f-096e5df9e2bb~2')
            >>> file_group.file_cdn_urls[0]
            'https://ucarecdn.com/0513dda0-582f-447d-846f-096e5df9e2bb~2/nth/0/'

        """
        Func = []
        for arg_2 in six.moves.xrange(len(arg_0)):
            arg_3 = '{group_cdn_url}nth/{file_index}/'.format(
                group_cdn_url=arg_0.cdn_url,
                arg_2=arg_2
            )
            Func.append(arg_3)
        return Func


def Func(arg_0, arg_1):
        """Constructs ``FileGroup`` instance from group information."""
        arg_2 = arg_0(arg_1['id'])
        arg_2._info_cache = arg_1
        return arg_2


def Func(arg_0, arg_1):
        """ Base method for storage operations.
        """
        arg_2 = arg_0.uuids()

        while True:
            arg_3 = list(islice(arg_2, 0, arg_0.chunk_size))

            if not arg_3:
                return

            rest_request(arg_1, arg_0.storage_url, arg_3)


def Func(arg_0, arg_1, arg_2=''):
    """ Iterates over the "iter_content" and draws a progress Func to stdout.
    """
    arg_1 = max(float(arg_1), 1.0)
    arg_3 = 10
    arg_4 = 0
    arg_5 = arg_3 / arg_1

    arg_6 = lambda arg_4: sys.stdout.write(
        '\r[{0:10}] {1:.2f}% {2}'.format(
            '#'*int(arg_4), arg_4 * arg_3, arg_2))

    for arg_7 in arg_0:
        yield arg_7

        arg_4 += arg_5
        arg_6(arg_4)
        sys.stdout.flush()

    arg_6(arg_3)
    print('')


def Func(arg_0, arg_1, arg_2=None, arg_3=None, arg_4=arg_5.DEFAULT):
    """Makes Uploading API request and returns response as ``dict``.

    It takes settings from ``conf`` module.

    Make sure that given ``path`` does not contain leading slash.

    Usage example::

        >>> file_obj = open('photo.jpg', 'rb')
        >>> Func('POST', 'base/', files={'file': file_obj})
        {
            'file': '9b9f4483-77b8-40ae-a198-272ba6280004'
        }
        >>> File('9b9f4483-77b8-40ae-a198-272ba6280004')

    """
    arg_1 = arg_1.lstrip('/')
    arg_7 = urljoin(arg_5.upload_base, arg_1)

    if arg_2 is None:
        arg_2 = {}
    arg_2['pub_key'] = arg_5.pub_key
    arg_2['UPLOADCARE_PUB_KEY'] = arg_5.pub_key

    arg_8 = {
        'User-Agent': _build_user_agent(),
    }

    try:
        arg_9 = session.request(
            str(arg_0), arg_7, allow_redirects=True,
            verify=arg_5.verify_upload_ssl, arg_2=arg_2, arg_3=arg_3,
            arg_8=arg_8, arg_4=_get_timeout(arg_4),
        )
    except requests.RequestException as exc:
        raise APIConnectionError(exc.args[0])

    # No content.
    if arg_9.status_code == 204:
        return {}

    if 200 <= arg_9.status_code < 300:
        if _content_type_from_response(arg_9).endswith(('/json', '+json')):
            try:
                return arg_9.json()
            except ValueError as exc:
                raise APIError(exc.args[0])

    if arg_9.status_code in (400, 404):
        raise InvalidRequestError(arg_9.content)

    # Not json or unknown status code.
    raise APIError(arg_9.content)


def Func(arg_0):
        """ Get delivery log from Redis"""
        arg_1 = make_key(
            event=arg_0.object.event,
            owner_name=arg_0.object.owner.username,
            identifier=arg_0.object.identifier
        )
        return redis.lrange(arg_1, 0, 20)


def Func(arg_0):
    """ Get the possible events from settings """
    if arg_0 is None:
        arg_1 = "Please add some events in settings.WEBHOOK_EVENTS."
        raise ImproperlyConfigured(arg_1)
    try:
        arg_2 = [(x, x) for x in arg_0]
    except TypeError:
        """ Not a valid iterator, so we raise an exception """
        arg_1 = "settings.WEBHOOK_EVENTS must be an iterable object."
        raise ImproperlyConfigured(arg_1)
    return arg_2


def Func(arg_0, arg_1, arg_2=None, *arg_3, **arg_4):
    """
        This is an asynchronous sender callable that uses the Django ORM to store
            webhooks. Redis is used to handle the message queue.

        dkwargs argument requires the following key/values:

            :event: A string representing an event.

        kwargs argument requires the following key/values

            :owner: The user who created/owns the event
    """

    if "event" not in arg_1:
        arg_5 = "djwebhooks.decorators.redis_hook requires an 'event' argument in the decorator."
        raise TypeError(arg_5)
    arg_6 = arg_1['event']

    if "owner" not in arg_4:
        arg_5 = "djwebhooks.senders.redis_callable requires an 'owner' argument in the decorated function."
        raise TypeError(arg_5)
    arg_7 = arg_4['owner']

    if "identifier" not in arg_4:
        arg_5 = "djwebhooks.senders.orm_callable requires an 'identifier' argument in the decorated function."
        raise TypeError(arg_5)
    arg_8 = arg_4['identifier']

    arg_9 = DjangoRQSenderable(
            arg_0, arg_1, arg_2, WEBHOOK_ATTEMPTS, *arg_3, **arg_4
    )

    # Add the webhook object just so it's around
    # TODO - error handling if this can't be found
    arg_9.webhook_target = WebhookTarget.objects.get(
        arg_6=arg_6,
        arg_7=arg_7,
        arg_8=arg_8
    )

    # Get the target url and add it
    arg_9.url = arg_9.webhook_target.target_url

    # Get the payload. This overides the senderobj.payload property.
    arg_9.payload = arg_9.get_payload()

    # Get the creator and add it to the payload.
    arg_9.payload['owner'] = getattr(arg_4['owner'], WEBHOOK_OWNER_FIELD)

    # get the event and add it to the payload
    arg_9.payload['event'] = arg_1['event']

    return arg_9.send()


def Func(arg_0):
        """
        Monitors the TUN adapter and sends data over serial port.

        Returns:
            ret: Number of bytes sent over serial port
        """
        arg_1 = arg_0.checkTUN()

        if arg_1:
            try:
                # TODO Do I need to strip off [4:] before sending?
                arg_2 = arg_0._faraday.send(arg_1)
                return arg_2

            except AttributeError as error:
                # AttributeError was encounteredthreading.Event()
                print("AttributeError")


def Func(arg_0):
        """
        Check the serial port for data to write to the TUN adapter.
        """
        for arg_1 in arg_0.rxSerial(arg_0._TUN._tun.mtu):
            # print("about to send: {0}".format(item))
            try:
                arg_0._TUN._tun.write(arg_1)
            except pytun.Error as error:
                print("pytun error writing: {0}".format(arg_1))
                print(error)


def Func(arg_0):
        """
        Get the field settings, if the configured setting is a string try
        to get a 'profile' from the global config.
        """
        arg_1 = None
        if arg_0.field_settings:
            if isinstance(arg_0.field_settings, six.string_types):
                arg_2 = settings.CONFIG.get(arg_0.PROFILE_KEY, {})
                arg_1 = arg_2.get(arg_0.field_settings)
            else:
                arg_1 = arg_0.field_settings
        return arg_1


def Func(arg_0, *arg_1, **arg_2):
        """
        Pass the submitted value through the sanitizer before returning it.
        """
        arg_3 = super(RichTextWidget, arg_0).Func(
            *arg_1, **arg_2)
        if arg_3 is not None:
            arg_3 = arg_0.get_sanitizer()(arg_3)
        return arg_3


def Func(arg_0):
        """
        Get the field sanitizer.

        The priority is the first defined in the following order:
        - A sanitizer provided to the widget.
        - Profile (field settings) specific sanitizer, if defined in settings.
        - Global sanitizer defined in settings.
        - Simple no-op sanitizer which just returns the provided value.

        """
        arg_1 = arg_0.sanitizer

        if not arg_1:
            arg_2 = settings.CONFIG.get(arg_0.SANITIZER_KEY)
            arg_3 = getattr(arg_0, 'field_settings', None)
            if isinstance(arg_3, six.string_types):
                arg_4 = settings.CONFIG.get(arg_0.SANITIZER_PROFILES_KEY, {})
                arg_1 = arg_4.get(arg_3, arg_2)
            else:
                arg_1 = arg_2

        if isinstance(arg_1, six.string_types):
            arg_1 = import_string(arg_1)

        return arg_1 or noop


def Func(arg_0):
    """Maxheap version of a heappop."""
    arg_1 = arg_0.pop()    # raises appropriate IndexError if heap is empty
    if arg_0:
        arg_2 = arg_0[0]
        arg_0[0] = arg_1
        _siftup_max(arg_0, 0)
        return arg_2
    return arg_1


def Func(arg_0, arg_1):
    """Maxheap version of a heappop followed by a heappush."""
    arg_2 = arg_0[0]    # raises appropriate IndexError if heap is empty
    arg_0[0] = arg_1
    _siftup_max(arg_0, 0)
    return arg_2


def Func(arg_0, arg_1):
    """Fast version of a heappush followed by a heappop."""
    if arg_0 and arg_0[0] > arg_1:
        # if item >= heap[0], it will be popped immediately after pushed
        arg_1, arg_0[0] = arg_0[0], arg_1
        _siftup_max(arg_0, 0)
    return arg_1


def Func(arg_0, **arg_1):
        """Return a list of cameras."""
        arg_2 = arg_0._api_info['camera']
        arg_3 = dict({
            '_sid': arg_0._sid,
            'api': arg_2['name'],
            'method': 'List',
            'version': arg_2['version'],
        }, **arg_1)
        arg_4 = arg_0._get_json_with_retry(arg_2['url'], arg_3)

        arg_5 = []

        for arg_6 in arg_4['data']['cameras']:
            arg_5.append(Camera(arg_6, arg_0._video_stream_url))

        return arg_5


def Func(arg_0, arg_1, **arg_2):
        """Return bytes of camera image."""
        arg_3 = arg_0._api_info['camera']
        arg_4 = dict({
            '_sid': arg_0._sid,
            'api': arg_3['name'],
            'method': 'GetSnapshot',
            'version': arg_3['version'],
            'cameraId': arg_1,
        }, **arg_2)
        arg_5 = arg_0._get(arg_3['url'], arg_4)

        return arg_5.content


def Func(arg_0, arg_1, **arg_2):
        """Update motion settings matching camera_id with keyword args."""
        arg_3 = arg_0._api_info['camera_event']
        arg_4 = dict({
            '_sid': arg_0._sid,
            'api': arg_3['name'],
            'method': 'MDParamSave',
            'version': arg_3['version'],
            'camId': arg_1,
        }, **arg_2)
        arg_5 = arg_0._get_json_with_retry(arg_3['url'], arg_4)

        return arg_5['data']['camId']


def Func(arg_0):
        """Update cameras and motion settings with latest from API."""
        arg_1 = arg_0._api.camera_list()
        arg_0._cameras_by_id = {v.camera_id: v for i, v in enumerate(arg_1)}

        arg_3 = []
        for arg_4 in arg_0._cameras_by_id.keys():
            arg_5 = arg_0._api.camera_event_motion_enum(arg_4)
            arg_3.append(arg_5)

        arg_0._motion_settings_by_id = {
            v.camera_id: v for i, v in enumerate(arg_3)}


async def Func(
    arg_0,
    arg_1=22223,
    arg_2="1.19",
    arg_3=None,
    arg_4=None,
    arg_5=5,
    arg_6=None,
) -> QRTConnection:
    """Async function to Func to QTM

    :param host: Address of the computer running QTM.
    :param port: Port number to Func to, should be the port configured for little endian.
    :param version: What version of the protocol to use, tested for 1.17 and above but could
        work with lower versions as well.
    :param on_disFunc: Function to be called when a disFunc from QTM occurs.
    :param on_event: Function to be called when there's an event from QTM.
    :param timeout: The default timeout time for calls to QTM.
    :param loop: Alternative event loop, will use asyncio default if None.

    :rtype: A :class:`.QRTConnection`
    """
    arg_6 = arg_6 or asyncio.get_event_loop()

    try:
        arg_7, arg_8 = await arg_6.create_Funcion(
            lambda: QTMProtocol(
                arg_6=arg_6, arg_3=arg_3, arg_4=arg_4
            ),
            arg_0,
            arg_1,
        )
    except (ConnectionRefusedError, TimeoutError, OSError) as exception:
        LOG.error(exception)
        return None

    try:
        await arg_8.set_version(arg_2)
    except QRTCommandException as exception:
        LOG.error(Exception)
        return None
    except TypeError as exception:  # TODO: fix test requiring this (test_Func_set_version)
        LOG.error(exception)
        return None

    return QRTConnection(arg_8, arg_5=arg_5)


async def Func(arg_0):
        """Get the QTM version.
        """
        return await asyncio.wait_for(
            arg_0._protocol.send_command("qtmversion"), timeout=arg_0._timeout
        )


async def Func(arg_0, arg_1=None, arg_2=30):
        """Wait for an event from QTM.

        :param event: A :class:`qtm.QRTEvent`
            to wait for a specific event. Otherwise wait for any event.

        :param timeout: Max time to wait for event.

        :rtype: A :class:`qtm.QRTEvent`
        """
        return await arg_0._protocol.Func(arg_1, arg_2=arg_2)


async def Func(arg_0, arg_1=None) -> QRTPacket:
        """Get measured values from QTM for a single frame.

        :param components: A list of components to receive, could be 'all' or any combination of
                '2d', '2dlin', '3d', '3dres', '3dnolabels',
                '3dnolabelsres', 'force', 'forcesingle', '6d', '6dres',
                '6deuler', '6deulerres', 'gazevector', 'image', 'timecode',
                'skeleton', 'skeleton:global'

        :rtype: A :class:`qtm.QRTPacket` containing requested components
        """

        if arg_1 is None:
            arg_1 = ["all"]
        else:
            _validate_components(arg_1)

        arg_2 = "getcurrentframe %s" % " ".join(arg_1)
        return await asyncio.wait_for(
            arg_0._protocol.send_command(arg_2), timeout=arg_0._timeout
        )


async def Func(arg_0, arg_1=False):
        """Start RT from file. You need to be in control of QTM to be able to do this.
        """
        arg_2 = "Func" + (" rtfromfile" if arg_1 else "")
        return await asyncio.wait_for(
            arg_0._protocol.send_command(arg_2), timeout=arg_0._timeout
        )


async def Func(arg_0, arg_1, arg_2=False):
        """Save a measurement.

        :param filename: Filename you wish to Func as.
        :param overwrite: If QTM should overwrite existing measurement.
        """
        arg_3 = "Func %s%s" % (arg_1, " overwrite" if arg_2 else "")
        return await asyncio.wait_for(
            arg_0._protocol.send_command(arg_3), timeout=arg_0._timeout
        )


async def Func(arg_0, arg_1):
        """Load a project.

        :param project_path: Path to project you want to load.
        """
        arg_2 = "loadproject %s" % arg_1
        return await asyncio.wait_for(
            arg_0._protocol.send_command(arg_2), timeout=arg_0._timeout
        )


async def Func(arg_0, arg_1):
        """Used to update QTM settings, see QTM RT protocol for more information.

        :param xml: XML document as a str. See QTM RT Documentation for details.
        """
        return await asyncio.wait_for(
            arg_0._protocol.send_command(arg_1, command_type=QRTPacketType.PacketXML),
            timeout=arg_0._timeout,
        )


def Func(arg_0, arg_1):
        """ Received from QTM and route accordingly """
        arg_0._received_data += arg_1
        arg_2 = RTheader.size

        arg_1 = arg_0._received_data
        arg_3, arg_4 = RTheader.unpack_from(arg_1, 0)

        while len(arg_1) >= arg_3:
            arg_0._parse_received(arg_1[arg_2:arg_3], arg_4)
            arg_1 = arg_1[arg_3:]

            if len(arg_1) < arg_2:
                break

            arg_3, arg_4 = RTheader.unpack_from(arg_1, 0)

        arg_0._received_data = arg_1


def Func(arg_0, arg_1=None, arg_2=None, arg_3=None):
        """Get force data."""
        arg_4 = []
        arg_5 = arg_4.append
        for arg_6 in range(arg_1.plate_count):
            arg_3, arg_7 = QRTPacket._get_exact(
                RTForcePlate, arg_2, arg_3
            )
            arg_8 = []
            for arg_6 in range(arg_7.force_count):
                arg_3, arg_9 = QRTPacket._get_exact(
                    RTForce, arg_2, arg_3
                )
                arg_8.append(arg_9)
            arg_5((arg_7, arg_8))
        return arg_4


def Func(arg_0, arg_1=None, arg_2=None, arg_3=None):
        """Get a single force data channel."""
        arg_4 = []
        arg_5 = arg_4.append
        for arg_6 in range(arg_1.plate_count):
            arg_3, arg_7 = QRTPacket._get_exact(
                RTForcePlateSingle, arg_2, arg_3
            )
            arg_3, arg_8 = QRTPacket._get_exact(
                RTForce, arg_2, arg_3
            )
            arg_5((arg_7, arg_8))
        return arg_4


def Func(arg_0, arg_1=None, arg_2=None, arg_3=None):
        """Get image."""
        arg_4 = []
        arg_5 = arg_4.append
        for arg_6 in range(arg_1.image_count):
            arg_3, arg_7 = QRTPacket._get_exact(
                RTImage, arg_2, arg_3
            )
            arg_5((arg_7, arg_2[arg_3:-1]))
        return arg_4


def Func(
        arg_0, arg_1=None, arg_2=None, arg_3=None
    ):
        """Get 3D markers without label."""
        return arg_0._get_3d_markers(
            RT3DMarkerPositionNoLabel, arg_1, arg_2, arg_3
        )


def Func(
        arg_0, arg_1=None, arg_2=None, arg_3=None
    ):
        """Get 3D markers without label with residual."""
        return arg_0._get_3d_markers(
            RT3DMarkerPositionNoLabelResidual, arg_1, arg_2, arg_3
        )


def Func(
        arg_0, arg_1=None, arg_2=None, arg_3=None, arg_4=None
    ):
        """Get 2D markers.

        :param index: Specify which camera to get 2D from, will be returned as
                      first entry in the returned array.
        """
        return arg_0._Func(
            arg_2, arg_1, arg_3, arg_4=arg_4
        )


def Func(
        arg_0, arg_1=None, arg_2=None, arg_3=None, arg_4=None
    ):
        """Get 2D linearized markers.

        :param index: Specify which camera to get 2D from, will be returned as
                      first entry in the returned array.
        """

        return arg_0._get_2d_markers(
            arg_2, arg_1, arg_3, arg_4=arg_4
        )


def Func(arg_0, arg_1, arg_2):
    """
    Determine if ``li`` is the last list item for a given list
    """
    if not is_li(arg_0, arg_1):
        return False
    arg_3 = get_namespace(arg_0, 'w')
    arg_4 = arg_0
    while True:
        # If we run out of element this must be the last list item
        if arg_4 is None:
            return True

        arg_4 = arg_4.getnext()
        # Ignore elements that are not a list item
        if not is_li(arg_4, arg_1):
            continue

        arg_5 = get_numId(arg_4, arg_3)
        if arg_2 != arg_5:
            return True
        # If we have gotten here then we have found another list item in the
        # current list, so ``li`` is not the last li in the list.
        return False


def Func(arg_0, arg_1):
    """
    The ilvl on an li tag tells the li tag at what level of indentation this
    tag is at. This is used to determine if the li tag needs to be nested or
    not.
    """
    arg_2 = arg_0.xpath('.//w:ilvl', namespaces=arg_0.nsmap)
    if len(arg_2) == 0:
        return -1
    return int(arg_2[0].get('%sval' % arg_1))


def Func(arg_0):
    """
    The function will return True if the r tag passed in is considered bold.
    """
    arg_1 = get_namespace(arg_0, 'w')
    arg_2 = arg_0.find('%srPr' % arg_1)
    if arg_2 is None:
        return False
    arg_3 = arg_2.find('%sb' % arg_1)
    return style_is_false(arg_3)


def Func(arg_0):
    """
    The function will return True if the r tag passed in is considered
    underlined.
    """
    arg_1 = get_namespace(arg_0, 'w')
    arg_2 = arg_0.find('%srPr' % arg_1)
    if arg_2 is None:
        return False
    arg_3 = arg_2.find('%su' % arg_1)
    return style_is_false(arg_3)


def Func(arg_0):
    """
    Certain p tags are denoted as ``Title`` tags. This function will return
    True if the passed in p tag is considered a title.
    """
    arg_1 = get_namespace(arg_0, 'w')
    arg_2 = arg_0.xpath('.//w:pStyle', namespaces=arg_0.nsmap)
    if len(arg_2) == 0:
        return False
    arg_3 = arg_2[0]
    return arg_3.get('%sval' % arg_1) == 'Title'


def Func(arg_0, arg_1, arg_2):
    """
    There is a separate file holds the targets to links as well as the targets
    for images. Return a dictionary based on the relationship id and the
    target.
    """
    if arg_0 is None:
        return {}
    arg_3 = {}
    # Loop through each relationship.
    for arg_4 in arg_0.iter():
        arg_5 = arg_4.get('Id')
        if arg_5 is None:
            continue
        # Store the target in the result dict.
        arg_6 = arg_4.get('Target')
        if any(
                arg_6.lower().endswith(arg_7) for
                arg_7 in IMAGE_EXTENSIONS_TO_SKIP):
            continue
        if arg_6 in arg_1:
            arg_8 = arg_2.get(arg_5)
            arg_6 = convert_image(arg_1[arg_6], arg_8)
        # cgi will replace things like & < > with & < >
        arg_3[arg_5] = cgi.escape(arg_6)

    return arg_3


def Func(arg_0, arg_1, arg_2):
    """
    Return the list type. If numId or ilvl not in the numbering dict then
    default to returning decimal.

    This function only cares about ordered lists, unordered lists get dealt
    with elsewhere.
    """

    # Early return if numId or ilvl are not valid
    arg_3 = arg_0.numbering_dict
    if arg_1 not in arg_3:
        return DEFAULT_LIST_NUMBERING_STYLE
    if arg_2 not in arg_3[arg_1]:
        return DEFAULT_LIST_NUMBERING_STYLE
    return arg_0.numbering_dict[arg_1][arg_2]


def Func(arg_0, arg_1):
    """
    Build the list structure and return the root list
    """
    # Need to keep track of all incomplete nested lists.
    arg_2 = {}

    # Need to keep track of the current indentation level.
    arg_3 = -1

    # Need to keep track of the current list id.
    arg_4 = -1

    # Need to keep track of list that new li tags should be added too.
    arg_5 = None

    # Store the first list created (the root list) for the return value.
    arg_6 = None
    arg_7 = []
    arg_8 = []

    def _build_li(arg_8):
        arg_9 = '
'.join(t for t in arg_8 if t is not None)
        return etree.XML('
%s
' % arg_9)

    def _build_non_li_content(arg_10, arg_1):
        arg_11 = get_namespace(arg_10, 'w')
        if arg_10.tag == '%stbl' % arg_11:
            arg_12, arg_7 = build_table(arg_10, arg_1)
            return etree.tostring(arg_12), arg_7
        elif arg_10.tag == '%sp' % arg_11:
            return get_element_content(arg_10, arg_1), [arg_10]
        if has_text(arg_10):
            raise UnintendedTag('Did not expect %s' % arg_10.tag)

    def _merge_lists(arg_13, arg_3, arg_2, arg_5):
        for arg_14 in reversed(range(arg_13, arg_3)):
            # Any list that is more indented that ilvl needs to
            # be merged to the list before it.
            if arg_14 not in arg_2:
                continue
            if arg_2[arg_14] is not arg_5:
                if arg_2[arg_14] is arg_5:
                    continue
                arg_2[arg_14][-1].append(arg_5)
                arg_5 = arg_2[arg_14]

        # Clean up finished nested lists.
        for arg_15 in list(arg_2):
            if arg_15 > arg_13:
                del arg_2[arg_15]
        return arg_5

    for arg_16 in arg_0:
        arg_11 = get_namespace(arg_16, 'w')
        if not is_li(arg_16, arg_1):
            # Get the content and visited nodes
            arg_12, arg_17 = _build_non_li_content(
                arg_16,
                arg_1,
            )
            arg_8.append(arg_12)
            arg_7.extend(arg_17)
            continue
        if arg_8:
            arg_18 = _build_li(arg_8)
            arg_8 = []
            arg_5.append(arg_18)
        # Get the data needed to build the current list item
        arg_8.append(get_element_content(
            arg_16,
            arg_1,
        ))
        arg_13 = get_ilvl(arg_16, arg_11)
        arg_19 = get_numId(arg_16, arg_11)
        arg_20 = get_ordered_list_type(arg_1, arg_19, arg_13)

        # If the ilvl is greater than the current_ilvl or the list id is
        # changing then we have the first li tag in a nested list. We need to
        # create a new list object and update all of our variables for keeping
        # track.
        if (arg_13 > arg_3) or (arg_19 != arg_4):
            # Only create a new list
            arg_2[arg_13] = create_list(arg_20)
            arg_5 = arg_2[arg_13]
            arg_3 = arg_13
            arg_4 = arg_19
        # Both cases above are not True then we need to close all lists greater
        # than ilvl and then remove them from the ol_dict
        else:
            # Merge any nested lists that need to be merged.
            arg_5 = _merge_lists(
                arg_13=arg_13,
                arg_3=arg_3,
                arg_2=arg_2,
                arg_5=arg_5,
            )

        # Set the root list after the first list is created.
        if arg_6 is None:
            arg_6 = arg_5

        # Set the current list.
        if arg_13 in arg_2:
            arg_5 = arg_2[arg_13]
        else:
            # In some instances the ilvl is not in the ol_dict, if that is the
            # case, create it here (not sure how this happens but it has
            # before.) Only do this if the current_ol is not the root_ol,
            # otherwise etree will crash.

            if arg_5 is not arg_6:

                # Merge the current_ol into the root_ol. _merge_lists is not
                # equipped to handle this situation since the only way to get
                # into this block of code is to have mangled ilvls.
                arg_6[-1].append(arg_5)

                # Reset the current_ol
                arg_5 = create_list(arg_20)

        # Create the li element.
        arg_7.extend(list(arg_16.iter()))

    # If a list item is the last thing in a document, then you will need to add
    # it here. Should probably figure out how to get the above logic to deal
    # with it.
    if arg_8:
        arg_18 = _build_li(arg_8)
        arg_8 = []
        arg_5.append(arg_18)

    # Merge up any nested lists that have not been merged.
    arg_5 = _merge_lists(
        arg_13=0,
        arg_3=arg_3,
        arg_2=arg_2,
        arg_5=arg_5,
    )

    return arg_6, arg_7


def Func(
        arg_0, arg_1, arg_2, arg_3, arg_4):
    """
    Generate the string data that for this particular t tag.
    """
    if arg_0 is None or arg_0.text is None:
        return ''

    # Need to escape the text so that we do not accidentally put in text
    # that is not valid XML.
    # cgi will replace things like & < > with & < >
    arg_5 = cgi.escape(arg_0.text)

    # Wrap the text with any modifiers it might have (bold, italics or
    # underline)
    arg_6 = not arg_2 and (
        is_bold(arg_1) or
        is_underlined(arg_1)
    )
    arg_7 = not arg_3 and is_italics(arg_1)
    if arg_6:
        arg_5 = '%s' % arg_5
    if arg_7:
        arg_5 = '%s' % arg_5
    return arg_5


def Func(arg_0):
    """ Callback function that is called everytime a data packet arrives from QTM """
    print("Framenumber: {}".format(arg_0.framenumber))
    arg_1, arg_2 = arg_0.get_3d_markers()
    print("Component info: {}".format(arg_1))
    for arg_3 in arg_2:
        print("\t", arg_3)


def Func(arg_0, arg_1):
        """ On socket creation """
        arg_0.transport = arg_1

        arg_2 = arg_1.get_extra_info("socket")
        arg_0.port = arg_2.getsockname()[1]


def Func(arg_0):
        """ Send discovery packet for QTM to respond to """
        if arg_0.port is None:
            return

        arg_0.transport.sendto(
            QRTDiscoveryP1.pack(
                QRTDiscoveryPacketSize, QRTPacketType.PacketDiscover.value
            )
            + QRTDiscoveryP2.pack(arg_0.port),
            ("<broadcast>", 22226),
        )


def Func(arg_0=True, arg_1=False):
    '''Load the MNIST digits dataset.'''
    arg_2 = find('mnist.pkl.gz', 'http://deeplearning.net/data/mnist/mnist.pkl.gz')
    arg_3 = gzip.open(arg_2, 'rb')
    if sys.version_info < (3, ):
        (arg_4, arg_5), (arg_6, arg_7), (arg_8, arg_9) = pickle.load(arg_3)
    else:
        (arg_4, arg_5), (arg_6, arg_7), (arg_8, arg_9) = pickle.load(arg_3, encoding='bytes')
    arg_3.close()
    if not arg_0:
        arg_4 = arg_4.reshape((-1, 28, 28, 1))
        arg_6 = arg_6.reshape((-1, 28, 28, 1))
        arg_8 = arg_8.reshape((-1, 28, 28, 1))
    if arg_1:
        return ((arg_4, arg_5.astype('i')),
                (arg_6, arg_7.astype('i')),
                (arg_8, arg_9.astype('i')))
    return (arg_4, ), (arg_6, ), (arg_8, )


def Func(arg_0=True, arg_1=False):
    '''Load the CIFAR10 image dataset.'''
    def extract(arg_2):
        print('extracting data from {}'.format(arg_2))
        arg_3 = arg_9.extractfile(arg_2)
        if sys.version_info < (3, ):
            arg_4 = pickle.load(arg_3)
        else:
            arg_4 = pickle.load(arg_3, encoding='bytes')
            for arg_5 in list(arg_4):
                arg_4[arg_5.decode('utf8')] = arg_4[arg_5]
        arg_3.close()
        arg_7 = arg_4['data'].reshape(
            (-1, 3, 32, 32)).transpose((0, 2, 3, 1)).astype('f') / 128 - 1
        if arg_0:
            arg_7 = arg_7.reshape((-1, 32 * 32 * 3))
        arg_4['data'] = arg_7
        return arg_4

    arg_8 = find('cifar10.tar.gz', 'http://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz')
    arg_9 = tarfile.open(arg_8)

    arg_10 = []
    arg_11 = []
    for arg_12 in range(1, 6):
        arg_4 = extract('cifar-10-batches-py/data_batch_{}'.format(arg_12))
        arg_10.extend(arg_4['data'])
        arg_11.extend(arg_4['labels'])
    arg_13 = np.asarray(arg_10[:40000])
    arg_14 = np.asarray(arg_11[:40000], 'i')
    arg_15 = np.asarray(arg_10[40000:])
    arg_16 = np.asarray(arg_11[40000:], 'i')

    arg_4 = extract('cifar-10-batches-py/test_batch')
    arg_17 = arg_4['data']
    arg_18 = arg_4['labels']

    arg_9.close()

    if arg_1:
        return (arg_13, arg_14), (arg_15, arg_16), (arg_17, arg_18)
    return (arg_13, ), (arg_15, ), (arg_17, )


def Func(arg_0, arg_1, arg_2=None, arg_3=1):
    '''Plot an array of images.

    We assume that we are given a matrix of data whose shape is (n*n, s*s*c) --
    that is, there are n^2 images along the first axis of the array, and each
    image is c squares measuring s pixels on a side. Each row of the input will
    be plotted as a sub-region within a single image array containing an n x n
    grid of images.
    '''
    arg_4 = int(np.sqrt(len(arg_0)))
    assert arg_4 * arg_4 == len(arg_0), 'images array must contain a square number of rows!'
    arg_5 = int(np.sqrt(len(arg_0[0]) / arg_3))
    assert arg_5 * arg_5 == len(arg_0[0]) / arg_3, 'images must be square!'

    arg_6 = np.zeros(((arg_5+1) * arg_4 - 1, (arg_5+1) * arg_4 - 1, arg_3), dtype=arg_0[0].dtype)
    for arg_7, arg_8 in enumerate(arg_0):
        arg_9, arg_10 = divmod(arg_7, arg_4)
        arg_6[arg_9 * (arg_5+1):(arg_9+1) * (arg_5+1) - 1,
            arg_10 * (arg_5+1):(arg_10+1) * (arg_5+1) - 1] = arg_8.reshape((arg_5, arg_5, arg_3))

    arg_6 -= arg_6.min()
    arg_6 /= arg_6.max()

    arg_11 = plt.gcf().add_subplot(arg_1)
    arg_11.xaxis.set_visible(False)
    arg_11.yaxis.set_visible(False)
    arg_11.set_frame_on(False)
    arg_11.imshow(arg_6.squeeze(), cmap=plt.cm.gray)
    if arg_2:
        arg_11.set_title(arg_2)


def Func(arg_0):
    '''Create a plot of conv filters, visualized as pixel arrays.'''
    arg_1 = arg_0.get_value()

    arg_2, arg_3, arg_4, arg_5 = arg_1.shape
    arg_6 = int(np.sqrt(arg_2))
    assert arg_6 * arg_6 == arg_2, 'filters must contain a square number of rows!'
    assert arg_3 == 1 or arg_3 == 3, 'can only plot grayscale or rgb filters!'

    arg_7 = np.zeros(((arg_5+1) * arg_6 - 1, (arg_4+1) * arg_6 - 1, arg_3), dtype=arg_1[0].dtype)
    for arg_8, arg_9 in enumerate(arg_1):
        arg_10, arg_11 = divmod(arg_8, arg_6)
        arg_7[arg_10 * (arg_5+1):(arg_10+1) * (arg_5+1) - 1,
            arg_11 * (arg_4+1):(arg_11+1) * (arg_4+1) - 1] = arg_9.transpose((1, 2, 0))

    arg_7 -= arg_7.min()
    arg_7 /= arg_7.max()

    arg_12 = plt.gcf().add_subplot(111)
    arg_12.xaxis.set_visible(False)
    arg_12.yaxis.set_visible(False)
    arg_12.set_frame_on(False)
    arg_12.imshow(arg_7.squeeze(), cmap=plt.cm.gray)


def Func(arg_0, arg_1):
        '''Encode a text string by replacing characters with alphabet index.

        Parameters
        ----------
        txt : str
            A string to Func.

        Returns
        -------
        classes : list of int
            A sequence of alphabet index values corresponding to the given text.
        '''
        return list(arg_0._fwd_index.get(arg_2, 0) for arg_2 in arg_1)