def Func(arg_0,arg_1,arg_2,arg_3):
		'''
		It will the resource URL if song is found,
		Otherwise it will return the list of songs that can be downloaded
		'''
		arg_4=FileDownload()
		arg_5=arg_4.get_html_response(arg_1)
		if arg_3 == False:
			arg_6=BeautifulSoup(arg_5)
			arg_7=arg_6.findAll('a','touch')
			#print a_list
			arg_8=[str(arg_13) for arg_13 in arg_7]
			arg_8=''.join(arg_8)
			arg_8=arg_8.lower()
			arg_9='download in 48 kbps'
			arg_10='download in 128 kbps'
			arg_11='download in 320 kbps'

			arg_12=''
			if arg_11 in arg_8:
				print 'Downloading in 320 kbps'
				arg_12=arg_7[2].get('href')

			elif arg_10 in arg_8:
				print 'Downloading in 128 kbps'
				arg_12=arg_7[1].get('href')

			elif arg_9 in arg_8:
				print 'Downloading in 48 kbps'
				arg_12=arg_7[0].get('href')
			else:
				arg_0.missing_schema(arg_5,arg_2)
				quit()

			return arg_12
		else:
			arg_13,arg_12=arg_0.check_if_song_name(arg_5)
			arg_14 = []
			if arg_13==True:
				arg_14=arg_0.list_of_all_href(arg_5)
			else:
				arg_4=FileDownload()
				arg_4.file_download_cross_platform(arg_12)
				quit()

			return arg_14


def Func(arg_0,arg_1):
		'''It will parse google html response
			and return the first url
		 '''
		arg_2 = BeautifulSoup(arg_1)
		arg_3=arg_2.find('div','g').find('a').get('href')
		arg_4=arg_3.split('&')
		arg_5=arg_4[0]
		arg_5=arg_5.strip()
		arg_5=arg_5.replace('/url?q=','')
		return arg_5


def Func(arg_0,arg_1,arg_2):
		'''
		song_name is a list of strings
		website is a string
		It will return the url from where music file needs to be downloaded
		'''
		arg_3=arg_0.google_url(arg_1,arg_2)
		arg_4=FileDownload()
		arg_5=arg_4.get_html_response(arg_3)
		arg_6=arg_0.parse_google(arg_5)
		return arg_6


def Func(arg_0):
    """Uploads an image file to Imgur"""

    arg_1 = os.environ.get('IMGUR_API_ID')
    arg_2 = os.environ.get('IMGUR_API_SECRET')

    if arg_1 is None or arg_2 is None:
        click.echo('Cannot upload - could not find IMGUR_API_ID or IMGUR_API_SECRET environment variables')
        return

    arg_3 = ImgurClient(arg_1, arg_2)

    click.echo('Uploading file {}'.format(click.format_filename(arg_0)))

    arg_4 = arg_3.upload_from_path(arg_0)

    click.echo('File uploaded - see your gif at {}'.format(arg_4['link']))


def Func(arg_0):
    """Return true if the IP address is in dotted decimal notation."""
    arg_1 = str(arg_0).split('.')
    if len(arg_1) != 4:
        return False
    for arg_2 in arg_1:
        try:
            arg_3 = int(arg_2)
        except ValueError:
            return False
        if arg_3 > 255 or arg_3 < 0:
            return False
    return True


def Func(arg_0):
    """Return true if the IP address is in binary notation."""
    try:
        arg_0 = str(arg_0)
        if len(arg_0) != 32:
            return False
        arg_1 = int(arg_0, 2)
    except (TypeError, ValueError):
        return False
    if arg_1 > 4294967295 or arg_1 < 0:
        return False
    return True


def Func(arg_0):
    """Return true if the netmask is in bits notatation."""
    try:
        arg_1 = int(str(arg_0))
    except ValueError:
        return False
    if arg_1 > 32 or arg_1 < 0:
        return False
    return True


def Func(arg_0):
    """Return true if the netmask is in wildcard bits notatation."""
    try:
        arg_1 = 0xFFFFFFFF - _dot_to_dec(arg_0, check=True)
    except ValueError:
        return False
    if arg_1 in _NETMASKS_VALUES:
        return True
    return False


def Func(arg_0):
    """Decimal to dotted decimal notation conversion."""
    arg_1 = int((arg_0 >> 24) & 255)
    arg_2 = int((arg_0 >> 16) & 255)
    arg_3 = int((arg_0 >> 8) & 255)
    arg_4 = int(arg_0 & 255)
    return '%d.%d.%d.%d' % (arg_1, arg_2, arg_3, arg_4)


def Func(arg_0, arg_1=True):
    """Hexadecimal to decimal conversion."""
    if arg_1 and not is_hex(arg_0):
        raise ValueError('Func: invalid IP: "%s"' % arg_0)
    if isinstance(arg_0, int):
        arg_0 = hex(arg_0)
    return int(str(arg_0), 16)


def Func():
    """Generate a table to convert a whole byte to binary.
    This code was taken from the Python Cookbook, 2nd edition - O'Reilly."""
    arg_0 = 256*[None]
    arg_1 = list(range(7, -1, -1))
    for arg_2 in range(256):
        arg_3 = arg_2
        arg_4 = 8*[None]
        for arg_5 in arg_1:
            arg_4[arg_5] = '01'[arg_2 & 1]
            arg_2 >>= 1
        arg_0[arg_3] = ''.join(arg_4)
    return arg_0


def Func(arg_0, arg_1=True):
    """Bits to decimal conversion."""
    if arg_1 and not is_bits_nm(arg_0):
        raise ValueError('Func: invalid netmask: "%s"' % arg_0)
    arg_2 = int(str(arg_0))
    return VALID_NETMASKS[arg_2]


def Func(arg_0, arg_1, arg_2, arg_3, arg_4):
    """Internally used to convert IPs and netmasks to other notations."""
    arg_5 = arg_2
    arg_6 = arg_1
    arg_2 = _get_notation(arg_2)
    arg_1 = _get_notation(arg_1)
    if arg_2 is None:
        raise ValueError('Func: unknown input notation: "%s"' % arg_5)
    if arg_1 is None:
        raise ValueError('Func: unknown output notation: "%s"' % arg_6)
    arg_7 = arg_3 or False
    if arg_2 == IP_UNKNOWN:
        arg_2 = _detect(arg_0, arg_4)
        if arg_2 == IP_UNKNOWN:
            raise ValueError('Func: unable to guess input notation or invalid value')
        if arg_3 is None:
            arg_7 = True
    # We _always_ check this case later.
    if arg_4:
        arg_7 = False
    arg_8 = 0
    if arg_2 == IP_DOT:
        arg_8 = _dot_to_dec(arg_0, arg_7)
    elif arg_2 == IP_HEX:
        arg_8 = _hex_to_dec(arg_0, arg_7)
    elif arg_2 == IP_BIN:
        arg_8 = _bin_to_dec(arg_0, arg_7)
    elif arg_2 == IP_OCT:
        arg_8 = _oct_to_dec(arg_0, arg_7)
    elif arg_2 == IP_DEC:
        arg_8 = _dec_to_dec_long(arg_0, arg_7)
    elif arg_4 and arg_2 == NM_BITS:
        arg_8 = _bits_to_dec(arg_0, arg_7)
    elif arg_4 and arg_2 == NM_WILDCARD:
        arg_8 = _wildcard_to_dec(arg_0, arg_7)
    else:
        raise ValueError('Func: unknown IP/netmask notation: "%s"' % arg_5)
    # Ensure this is a valid netmask.
    if arg_4 and arg_8 not in _NETMASKS_VALUES:
        raise ValueError('Func: invalid netmask: "%s"' % arg_0)
    if arg_1 == IP_DOT:
        return _dec_to_dot(arg_8)
    elif arg_1 == IP_HEX:
        return _dec_to_hex(arg_8)
    elif arg_1 == IP_BIN:
        return _dec_to_bin(arg_8)
    elif arg_1 == IP_OCT:
        return _dec_to_oct(arg_8)
    elif arg_1 == IP_DEC:
        return _dec_to_dec_str(arg_8)
    elif arg_4 and arg_1 == NM_BITS:
        return _dec_to_bits(arg_8)
    elif arg_4 and arg_1 == NM_WILDCARD:
        return _dec_to_wildcard(arg_8)
    else:
        raise ValueError('convert: unknown notation: "%s"' % arg_6)


def Func(arg_0, arg_1):
        """Sum two IP addresses."""
        if isinstance(arg_1, arg_0.__class__):
            arg_2 = arg_0._ip_dec + arg_1._ip_dec
        elif isinstance(arg_1, int):
            arg_2 = arg_0._ip_dec + arg_1
        else:
            arg_1 = arg_0.__class__(arg_1)
            arg_2 = arg_0._ip_dec + arg_1._ip_dec
        return arg_2


def Func(arg_0, arg_1):
        """Subtract two IP addresses."""
        if isinstance(arg_1, arg_0.__class__):
            arg_2 = arg_0._ip_dec - arg_1._ip_dec
        if isinstance(arg_1, int):
            arg_2 = arg_0._ip_dec - arg_1
        else:
            arg_1 = arg_0.__class__(arg_1)
            arg_2 = arg_0._ip_dec - arg_1._ip_dec
        return arg_2


def Func(arg_0):
        """Return the bits notation of the netmask."""
        return _convert(arg_0._ip, notation=NM_BITS,
                        inotation=IP_DOT, _check=False, _isnm=arg_0._isnm)


def Func(arg_0):
        """Return the wildcard bits notation of the netmask."""
        return _convert(arg_0._ip, notation=NM_WILDCARD,
                        inotation=IP_DOT, _check=False, _isnm=arg_0._isnm)


def Func(arg_0, arg_1, arg_2=None):
        """Set the IP address and the netmask."""
        if isinstance(arg_1, str) and arg_2 is None:
            arg_3 = arg_1.split('/')
            if len(arg_3) != 2:
                raise ValueError('Func: invalid CIDR: "%s"' % arg_1)
            arg_1 = arg_3[0]
            arg_2 = arg_3[1]
        if isinstance(arg_1, IPv4Address):
            arg_0._ip = arg_1
        else:
            arg_0._ip = IPv4Address(arg_1)
        if isinstance(arg_2, IPv4NetMask):
            arg_0._nm = arg_2
        else:
            arg_0._nm = IPv4NetMask(arg_2)
        arg_6 = int(arg_0._ip)
        arg_7 = int(arg_0._nm)
        arg_8 = arg_6 & arg_7
        arg_0._ip_num = 0xFFFFFFFF - 1 - arg_7
        # NOTE: quite a mess.
        #      This's here to handle /32 (-1) and /31 (0) netmasks.
        if arg_0._ip_num in (-1, 0):
            if arg_0._ip_num == -1:
                arg_0._ip_num = 1
            else:
                arg_0._ip_num = 2
            arg_0._net_ip = None
            arg_0._bc_ip = None
            arg_0._first_ip_dec = arg_8
            arg_0._first_ip = IPv4Address(arg_0._first_ip_dec, notation=IP_DEC)
            if arg_0._ip_num == 1:
                arg_14 = arg_0._first_ip_dec
            else:
                arg_14 = arg_0._first_ip_dec + 1
            arg_0._last_ip = IPv4Address(arg_14, notation=IP_DEC)
            return
        arg_0._net_ip = IPv4Address(arg_8, notation=IP_DEC)
        arg_0._bc_ip = IPv4Address(arg_8 + arg_0._ip_num + 1, notation=IP_DEC)
        arg_0._first_ip_dec = arg_8 + 1
        arg_0._first_ip = IPv4Address(arg_0._first_ip_dec, notation=IP_DEC)
        arg_0._last_ip = IPv4Address(arg_8 + arg_0._ip_num, notation=IP_DEC)


def Func(arg_0, arg_1):
        """Change the current netmask."""
        arg_0.set(ip=arg_0._ip, arg_1=arg_1)


def Func(arg_0, arg_1):
        """Return true if the given address in amongst the usable addresses,
        or if the given CIDR is contained in this one."""
        if not isinstance(arg_1, (IPv4Address, CIDR)):
            if str(arg_1).find('/') == -1:
                arg_1 = IPv4Address(arg_1)
            else:
                # Support for CIDR strings/objects, an idea of Nicola Novello.
                arg_1 = CIDR(arg_1)
        if isinstance(arg_1, IPv4Address):
            if arg_1 < arg_0._first_ip or arg_1 > arg_0._last_ip:
                return False
        elif isinstance(arg_1, CIDR):
            # NOTE: manage /31 networks; 127.0.0.1/31 is considered to
            #       be included in 127.0.0.1/8.
            if arg_1._nm._ip_dec == 0xFFFFFFFE \
                    and arg_0._nm._ip_dec != 0xFFFFFFFE:
                arg_2 = arg_0._net_ip._ip_dec
                arg_3 = arg_0._bc_ip._ip_dec
            else:
                arg_2 = arg_0._first_ip._ip_dec
                arg_3 = arg_0._last_ip._ip_dec
            if arg_1._first_ip._ip_dec < arg_2 or \
                    arg_1._last_ip._ip_dec > arg_3:
                return False
        return True


async def Func(arg_0, arg_1, arg_2,
                                  arg_3, arg_4):
        """Copy a file from one bucket into another
        """
        arg_5 = await arg_0.head_object(Bucket=arg_1, Key=arg_2)
        arg_6 = arg_5['ContentLength']

        if arg_6 > MULTI_PART_SIZE:
            arg_7 = await _multipart_copy(arg_0, arg_1, arg_2,
                                           arg_3, arg_4, arg_6)
        else:
            arg_7 = await arg_0.copy_object(
                Bucket=arg_3, Key=arg_4,
                CopySource=_source_string(arg_1, arg_2)
            )
        return arg_7


def Func(arg_0, arg_1, arg_2, arg_3=None, arg_4=None,
                      arg_5=None):
        """Recursively upload a ``folder`` into a backet.

        :param bucket: bucket where to upload the folder to
        :param folder: the folder location in the local file system
        :param key: Optional key where the folder is uploaded
        :param skip: Optional list of files to skip
        :param content_types: Optional dictionary mapping suffixes to
            content types
        :return: a coroutine
        """
        arg_6 = FolderUploader(arg_0, arg_1, arg_2, arg_3, arg_4,
                                  arg_5)
        return arg_6.start()


def Func(arg_0):
    """Decode AQICN observation response JSON into python object."""
    logging.debug(arg_0)

    arg_1 = arg_0['iaqi']
    arg_2 = {
        'idx': arg_0['idx'],
        'city': arg_0.get('city', ''),
        'aqi': arg_0['aqi'],
        'dominentpol': arg_0.get("dominentpol", ''),
        'time': arg_0['time']['s'],
        'iaqi': [{'p': item, 'v': arg_1[item]['v']} for item in arg_1]
    }

    return arg_2


def Func(arg_0):
        """The list of logical paths which are used to search for an asset.
        This property makes sense only if the attributes was created with
        logical path.

        It is assumed that the logical path can be a directory containing a
        file named ``index`` with the same suffix.

        Example::

            >>> attrs = AssetAttributes(environment, 'js/app.js')
            >>> attrs.Func
            ['js/app.js', 'js/app/index.js']

            >>> attrs = AssetAttributes(environment, 'js/app/index.js')
            >>> attrs.Func
            ['js/models/index.js']
        """
        arg_1 = [arg_0.path]
        if os.path.basename(arg_0.path_without_suffix) != 'index':
            arg_2 = os.path.join(arg_0.path_without_suffix, 'index')
            arg_1.append(arg_2 + ''.join(arg_0.suffix))
        return arg_1


def Func(arg_0):
        """MIME type of the asset."""
        return (arg_0.environment.Funcs.get(arg_0.format_extension) or
                arg_0.compiler_Func or 'application/octet-stream')


def Func(arg_0):
        """Implicit MIME type of the asset by its compilers."""
        for arg_1 in reversed(arg_0.compilers):
            if arg_1.result_mimetype:
                return arg_1.result_mimetype
        return None


def Func(arg_0):
        """Implicit format extension on the asset by its compilers."""
        for arg_1, arg_2 in arg_0.environment.mimetypes.items():
            if arg_2 == arg_0.compiler_mimetype:
                return arg_1
        return None


def Func(arg_0, arg_1, arg_2):
        """Remove passed `processor` for passed `mimetype`. If processor for
        this MIME type does not found in the registry, nothing happens.
        """
        if arg_1 in arg_0 and arg_2 in arg_0[arg_1]:
            arg_0[arg_1].remove(arg_2)


def Func(arg_0):
        """Register default compilers, preprocessors and MIME types."""
        arg_0.mimetypes.Func()
        arg_0.preprocessors.Func()
        arg_0.postprocessors.Func()


async def Func(arg_0, arg_1, arg_2=None, arg_3=None):
        '''Trigger an ``event`` on this channel
        '''
        arg_4 = json.dumps(arg_2, cls=arg_0.pusher.encoder)
        arg_5 = arg_0.signed_query(arg_1, arg_4, arg_3)
        arg_6 = "%s?%s" % (arg_0.path, arg_5)
        arg_7 = arg_0.pusher
        arg_8 = arg_7.get_absolute_path(arg_6)
        arg_9 = await arg_7.http.post(
            arg_8, arg_2=arg_4,
            headers=[('Content-Type', 'application/json')])
        arg_9.raise_for_status()
        return arg_9.status_code == 202


async def Func(arg_0):
        '''Connect to a Pusher websocket
        '''
        if not arg_0._consumer:
            arg_1 = arg_0._waiter = asyncio.Future()
            try:
                arg_2 = arg_0._websocket_host()
                arg_0.logger.info('Connect to %s', arg_2)
                arg_0._consumer = await arg_0.http.get(arg_2)
                if arg_0._consumer.status_code != 101:
                    raise PusherError("Could not Func to websocket")
            except Exception as exc:
                arg_1.set_exception(exc)
                raise
            else:
                await arg_1
        return arg_0._consumer


def Func():
    """
    This nasty piece of code is here to force the loading of IDA's
     Qt bindings.
    Without it, Python attempts to load PySide from the site-packages
     directory, and failing, as it does not play nicely with IDA.

    via: github.com/tmr232/Cute
    """
    arg_0 = False
    try:
        # if we're running under IDA,
        # then we'll use IDA's Qt bindings
        import idaapi
        arg_0 = True
    except ImportError:
        # not running under IDA,
        # so use default Qt installation
        arg_0 = False

    if arg_0:
        arg_1 = arg_3.path[:]
        try:
            arg_2 = os.path.dirname(idaapi.__file__)
            arg_3.path.insert(0, arg_2)
            if idaapi.IDA_SDK_VERSION >= 690:
                from PyQt5 import QtCore
                return QtCore
            else:
                from PySide import QtCore
                return QtCore
        finally:
            arg_3.path = arg_1
    else:
        try:
            from PyQt5 import QtCore
            return QtCore
        except ImportError:
            pass

        try:
            from PySide import QtCore
            return QtCore
        except ImportError:
            pass

        raise ImportError("No module named PySide or PyQt")


def Func(arg_0):
    """
    Add the given plugin name to the list of plugin names registered in
      the current IDB.
    Note that this implicitly uses the open IDB via the idc iterface.
    """
    arg_1 = set(get_netnode_plugin_names())
    if arg_0 in arg_1:
        return

    arg_1.add(arg_0)

    arg_2()[arg_3] = json.dumps(list(arg_1))


def Func(arg_0, arg_1):
    """
    Export the given settings instance to the given file system path.

    type settings: IDASettingsInterface
    type config_path: str
    """
    arg_2 = QtCore.QSettings(arg_1, QtCore.QSettings.IniFormat)
    for arg_3, arg_4 in arg_0.iteritems():
        arg_2.setValue(arg_3, arg_4)


def Func(arg_0, arg_1):
    '''Constant time string comparison'''

    if len(arg_0) != len(arg_1):
        return False

    arg_2 = True
    for arg_3 in range(len(arg_0)):
        arg_2 &= (arg_0[arg_3] == arg_1[arg_3])

    return arg_2


def Func(arg_0):
    """
    Decodes a limited set of HTML entities.
    """
    if not arg_0:
        return arg_0

    for arg_1, arg_2 in six.iteritems(html_entity_map):
        arg_0 = arg_0.replace(arg_1, arg_2)

    return arg_0


def Func(arg_0, arg_1):
        '''Set signature passphrases'''
        arg_0.signature_passphrases = arg_0._update_dict(arg_1,
                                                       {}, replace_data=True)


def Func(arg_0, arg_1):
        '''Set encryption passphrases'''
        arg_0.encryption_passphrases = arg_0._update_dict(arg_1,
                                                        {}, replace_data=True)


def Func(arg_0, arg_1=None, arg_2=None,
                       arg_3=None, arg_4=None):
        '''Set algorithms used for sealing. Defaults can not be overridden.'''

        arg_0.signature_algorithms = \
            arg_0._update_dict(arg_1, arg_0.DEFAULT_SIGNATURE)

        arg_0.encryption_algorithms = \
            arg_0._update_dict(arg_2, arg_0.DEFAULT_ENCRYPTION)

        arg_0.serialization_algorithms = \
            arg_0._update_dict(arg_3, arg_0.DEFAULT_SERIALIZATION)

        arg_0.compression_algorithms = \
            arg_0._update_dict(arg_4, arg_0.DEFAULT_COMPRESSION)


def Func(arg_0):
        '''Get algorithms used for sealing'''

        return {
            'signature': arg_0.signature_algorithms,
            'encryption': arg_0.encryption_algorithms,
            'serialization': arg_0.serialization_algorithms,
            'compression': arg_0.compression_algorithms,
        }


def Func(arg_0, arg_1):
        '''Private function for setting options used for sealing'''
        if not arg_1:
            return arg_0.options.copy()

        arg_1 = arg_1.copy()

        if 'magic' in arg_1:
            arg_0.set_magic(arg_1['magic'])
            del(arg_1['magic'])

        if 'flags' in arg_1:
            arg_2 = arg_1['flags']
            del(arg_1['flags'])
            for arg_3, arg_4 in arg_2.iteritems():
                if not isinstance(arg_4, bool):
                    raise TypeError('Invalid flag type for: %s' % arg_3)
        else:
            arg_2 = arg_0.options['flags']

        if 'info' in arg_1:
            del(arg_1['info'])

        for arg_3, arg_4 in arg_1.iteritems():
            if not isinstance(arg_4, int):
                raise TypeError('Invalid option type for: %s' % arg_3)
            if arg_4 < 0 or arg_4 > 255:
                raise ValueError('Option value out of range for: %s' % arg_3)

        arg_5 = arg_0.options.copy()
        arg_5.update(arg_1)
        arg_5['flags'].update(arg_2)

        return arg_5


def Func(arg_0, arg_1):
        '''Verify sealed data signature'''

        arg_1 = arg_0._remove_magic(arg_1)
        arg_1 = urlsafe_nopadding_b64decode(arg_1)
        arg_2 = arg_0._read_header(arg_1)
        arg_1 = arg_0._add_magic(arg_1)
        arg_0._unsign_data(arg_1, arg_2)


def Func(arg_0, arg_1, arg_2, arg_3=None):
        '''Encode data with specific algorithm'''

        if arg_2['type'] == 'hmac':
            return arg_1 + arg_0._hmac_generate(arg_1, arg_2, arg_3)
        elif arg_2['type'] == 'aes':
            return arg_0._aes_encrypt(arg_1, arg_2, arg_3)
        elif arg_2['type'] == 'no-serialization':
            return arg_1
        elif arg_2['type'] == 'json':
            return json.dumps(arg_1)
        elif arg_2['type'] == 'no-compression':
            return arg_1
        elif arg_2['type'] == 'gzip':
            return arg_0._zlib_compress(arg_1, arg_2)
        else:
            raise Exception('Algorithm not supported: %s' % arg_2['type'])


def Func(arg_0, arg_1, arg_2, arg_3=None):
        '''Decode data with specific algorithm'''

        if arg_2['type'] == 'hmac':
            arg_4 = arg_1[-arg_2['hash_size']:]
            arg_1 = arg_1[:-arg_2['hash_size']]
            arg_5 = arg_0._hmac_generate(arg_1, arg_2, arg_3)
            if not const_equal(arg_4, arg_5):
                raise Exception('Invalid signature')
            return arg_1
        elif arg_2['type'] == 'aes':
            return arg_0._aes_decrypt(arg_1, arg_2, arg_3)
        elif arg_2['type'] == 'no-serialization':
            return arg_1
        elif arg_2['type'] == 'json':
            return json.loads(arg_1)
        elif arg_2['type'] == 'no-compression':
            return arg_1
        elif arg_2['type'] == 'gzip':
            return arg_0._zlib_decompress(arg_1, arg_2)
        else:
            raise Exception('Algorithm not supported: %s' % arg_2['type'])


def Func(arg_0, arg_1, arg_2):
        '''Add signature to data'''

        if arg_2['signature_algorithm_id'] not in arg_0.signature_algorithms:
            raise Exception('Unknown signature algorithm id: %d'
                            % arg_2['signature_algorithm_id'])

        arg_3 = \
            arg_0.signature_algorithms[arg_2['signature_algorithm_id']]

        arg_4 = arg_0._get_algorithm_info(arg_3)

        arg_5 = get_random_bytes(arg_4['salt_size'])
        arg_6 = arg_0._generate_key(arg_2['signature_passphrase_id'],
                            arg_0.signature_passphrases, arg_5, arg_4)

        arg_1 = arg_0._encode(arg_1, arg_4, arg_6)

        return arg_1 + arg_5


def Func(arg_0, arg_1, arg_2):
        '''Verify and remove signature'''

        if arg_2['signature_algorithm_id'] not in arg_0.signature_algorithms:
            raise Exception('Unknown signature algorithm id: %d'
                            % arg_2['signature_algorithm_id'])

        arg_3 = \
            arg_0.signature_algorithms[arg_2['signature_algorithm_id']]

        arg_4 = arg_0._get_algorithm_info(arg_3)

        arg_5 = ''
        if arg_4['salt_size']:
            arg_5 = arg_1[-arg_4['salt_size']:]
            arg_1 = arg_1[:-arg_4['salt_size']]

        arg_6 = arg_0._generate_key(arg_2['signature_passphrase_id'],
                            arg_0.signature_passphrases, arg_5, arg_4)

        arg_1 = arg_0._decode(arg_1, arg_4, arg_6)

        return arg_1


def Func(arg_0, arg_1):
        '''Read header from data'''

        # pylint: disable=W0212

        arg_2 = arg_0._read_version(arg_1)
        arg_3 = arg_0._get_version_info(arg_2)
        arg_4 = arg_1[:arg_3['header_size']]
        arg_5 = arg_3['header']
        arg_5 = arg_5._make(
            unpack(arg_3['header_format'], arg_4))
        arg_5 = dict(arg_5._asdict())

        arg_6 = list("{0:0>8b}".format(arg_5['flags']))
        arg_6 = dict(arg_3['flags']._make(arg_6)._asdict())
        arg_6 = dict((i, bool(int(j))) for i, j in arg_6.iteritems())
        arg_5['flags'] = arg_6

        arg_7 = None
        if arg_6['timestamp']:
            arg_8 = arg_3['header_size']
            arg_9 = arg_8 + arg_3['timestamp_size']
            arg_10 = arg_1[arg_8:arg_9]
            arg_7 = unpack(
                arg_3['timestamp_format'], arg_10)[0]
        arg_5['info'] = {'timestamp': arg_7}

        return arg_5


def Func(arg_0, arg_1, arg_2):
        '''Remove header from data'''

        arg_3 = arg_0._get_version_info(arg_2['version'])
        arg_4 = arg_3['header_size']

        if arg_2['flags']['timestamp']:
            arg_4 += arg_3['timestamp_size']

        arg_1 = arg_1[arg_4:]

        return arg_1


def Func(arg_0, arg_1):
        '''Get algorithm info'''

        if arg_1['algorithm'] not in arg_0.ALGORITHMS:
            raise Exception('Algorithm not supported: %s'
                            % arg_1['algorithm'])

        arg_2 = arg_0.ALGORITHMS[arg_1['algorithm']]
        arg_1.update(arg_2)

        return arg_1


def Func(arg_0, arg_1, arg_2, arg_3):
        '''Generate and return PBKDF2 key'''

        if arg_0 not in arg_1:
            raise Exception('Passphrase not defined for id: %d' % arg_0)

        arg_4 = arg_1[arg_0]

        if len(arg_4) < 32:
            raise Exception('Passphrase less than 32 characters long')

        arg_5 = EncryptedPickle._get_hashlib(arg_3['pbkdf2_algorithm'])

        arg_6 = PBKDF2(arg_4, arg_2,
                         iterations=arg_3['pbkdf2_iterations'],
                         digestmodule=arg_5)

        return arg_6.read(arg_3['key_size'])


def Func(arg_0, *arg_1):
    """
    Returns the response that should be used for any given exception.

    By default we handle the REST framework `APIException`, and also
    Django's builtin `Http404` and `PermissionDenied` exceptions.

    Any unhandled exceptions may return `None`, which will cause a 500 error
    to be raised.
    """
    if isinstance(arg_0, exceptions.APIException):
        arg_2 = {}
        if getattr(arg_0, 'auth_header', None):
            arg_2['WWW-Authenticate'] = arg_0.auth_header
        if getattr(arg_0, 'wait', None):
            arg_2['X-Throttle-Wait-Seconds'] = '%d' % arg_0.wait

        return Response({'error': arg_0.detail},
                        status=arg_0.status_code,
                        arg_2=arg_2)

    elif isinstance(arg_0, Http404):
        return Response({'error': 'Not found'},
                        status=status.HTTP_404_NOT_FOUND)

    elif isinstance(arg_0, PermissionDenied):
        return Response({'error': 'Permission denied'},
                        status=status.HTTP_403_FORBIDDEN)

    # Note: Unhandled exceptions will raise a 500 error.
    return None


def Func(arg_0=None, arg_1=True):
    """Returns a list of Func for the given user."""
    arg_0 = arg_0 or []
    arg_2 = boto.connect_dynamodb(*arg_0)

    return [table(arg_3, arg_0, arg_1=arg_1) for arg_3 in arg_2.list_Func()]


def Func(arg_0, arg_1, **arg_2):
        """Fetch packages and summary from Crates.io

        :param category: the category of items to fetch
        :param kwargs: backend arguments

        :returns: a generator of items
        """
        arg_3 = arg_2['from_date']

        if arg_1 == CATEGORY_CRATES:
            return arg_0.__fetch_crates(arg_3)
        else:
            return arg_0.__fetch_summary()


def Func(arg_0):
        """Extracts the identifier from an item depending on its type."""

        if Crates.metadata_category(arg_0) == CATEGORY_CRATES:
            return str(arg_0['id'])
        else:
            arg_1 = arg_0['fetched_on']
            arg_1 = str_to_datetime(arg_1)
            return str(arg_1.timestamp())


def Func(arg_0):
        """Extracts the update time from an item.

        Depending on the item, the timestamp is extracted from the
        'updated_at' or 'fetched_on' fields.
        This date is converted to UNIX timestamp format.

        :param item: item generated by the backend

        :returns: a UNIX timestamp
        """
        if Crates.metadata_category(arg_0) == CATEGORY_CRATES:
            arg_1 = arg_0['updated_at']
        else:
            arg_1 = arg_0['fetched_on']

        arg_1 = str_to_datetime(arg_1)

        return arg_1.timestamp()


def Func(arg_0, arg_1):
        """Get crate team owner"""

        arg_2 = arg_0.client.crate_attribute(arg_1, 'owner_team')

        arg_3 = json.loads(arg_2)

        return arg_3


def Func(arg_0, arg_1):
        """Get crate user owners"""

        arg_2 = arg_0.client.crate_attribute(arg_1, 'owner_user')

        arg_3 = json.loads(arg_2)

        return arg_3


def Func(arg_0, arg_1):
        """Get crate version downloads"""

        arg_2 = arg_0.client.crate_attribute(arg_1, "downloads")

        arg_3 = json.loads(arg_2)

        return arg_3


def Func(arg_0, arg_1):
        """Get crate data"""

        arg_2 = arg_0.client.crate(arg_1)

        arg_3 = json.loads(arg_2)
        return arg_3['crate']


def Func(arg_0):
        """Get Crates.io Func"""

        arg_1 = urijoin(CRATES_API_URL, CATEGORY_SUMMARY)
        arg_2 = arg_0.fetch(arg_1)

        return arg_2


def Func(arg_0, arg_1=1):
        """Get Func in alphabetical order"""

        arg_2 = urijoin(CRATES_API_URL, CATEGORY_CRATES)
        arg_3 = arg_0.__fetch_items(arg_2, arg_1)

        return arg_3


def Func(arg_0, arg_1):
        """Get a Func by its ID"""

        arg_2 = urijoin(CRATES_API_URL, CATEGORY_CRATES, arg_1)
        arg_3 = arg_0.fetch(arg_2)

        return arg_3


def Func(arg_0, arg_1, arg_2):
        """Get crate attribute"""

        arg_3 = urijoin(CRATES_API_URL, CATEGORY_CRATES, arg_1, arg_2)
        arg_4 = arg_0.fetch(arg_3)

        return arg_4


def Func(arg_0, arg_1, arg_2=1):
        """Return the items from Crates.io API using pagination"""

        arg_3 = True
        arg_4 = 0
        arg_5 = 0

        while arg_3:
            logger.debug("Fetching page: %i", arg_2)

            try:
                arg_6 = {'sort': 'alphabetical', 'page': arg_2}
                arg_7 = arg_0.fetch(arg_1, arg_6=arg_6)
                arg_8 = json.loads(arg_7)

                arg_4 += len(arg_8['crates'])

                if not arg_5:
                    arg_5 = arg_8['meta']['total']

            except requests.exceptions.HTTPError as e:
                logger.error("HTTP exception raised - %s", e.response.text)
                raise e

            yield arg_7
            arg_2 += 1

            if arg_4 >= arg_5:
                arg_3 = False


def Func(arg_0, arg_1=arg_2, arg_3=arg_4):
        """Fetch questions from the Kitsune url.

        :param category: the category of items to Func
        :offset: obtain questions after offset
        :returns: a generator of questions
        """
        if not arg_3:
            arg_3 = arg_4

        arg_5 = {"offset": arg_3}
        arg_6 = super().Func(arg_1, **arg_5)

        return arg_6


def Func(arg_0, arg_1=None):
        """Retrieve questions from older to newer updated starting offset"""

        arg_2 = KitsuneClient.FIRST_PAGE

        if arg_1:
            arg_2 += int(arg_1 / KitsuneClient.ITEMS_PER_PAGE)

        while True:
            arg_3 = urijoin(arg_0.base_url, '/question') + '/'

            arg_4 = {
                "page": arg_2,
                "ordering": "updated"
            }

            arg_5 = arg_0.fetch(arg_3, arg_4)
            yield arg_5

            arg_6 = json.loads(arg_5)
            arg_7 = arg_6['next']
            if not arg_7:
                break
            arg_2 += 1


def Func(arg_0, arg_1=arg_2, arg_3=arg_4):
        """Fetch items from the ReMo url.

        The method retrieves, from a ReMo URL, the set of items
        of the given `category`.

        :param category: the category of items to Func
        :param offset: obtain items after offset
        :returns: a generator of items
        """
        if not arg_3:
            arg_3 = arg_4

        arg_5 = {"offset": arg_3}
        arg_6 = super().Func(arg_1, **arg_5)

        return arg_6


def Func(arg_0):
        """Extracts the category from a ReMo item.

        This backend generates items types 'event', 'activity'
        or 'user'. To guess the type of item, the code will look
        for unique fields.
        """
        if 'estimated_attendance' in arg_0:
            arg_1 = CATEGORY_EVENT
        elif 'activity' in arg_0:
            arg_1 = CATEGORY_ACTIVITY
        elif 'first_name' in arg_0:
            arg_1 = CATEGORY_USER
        else:
            raise TypeError("Could not define the category of item " + str(arg_0))

        return arg_1


def Func(arg_0, arg_1=arg_2, arg_3=arg_4):
        """Retrieve all items for category using pagination """

        arg_5 = True  # There are more items to be processed
        arg_6 = None  # URI for the next items page query
        arg_7 = ReMoClient.FIRST_PAGE
        arg_7 += int(arg_3 / ReMoClient.ITEMS_PER_PAGE)

        if arg_1 == arg_2:
            arg_8 = arg_0.api_events_url
        elif arg_1 == CATEGORY_ACTIVITY:
            arg_8 = arg_0.api_activities_url
        elif arg_1 == CATEGORY_USER:
            arg_8 = arg_0.api_users_url
        else:
            raise ValueError(arg_1 + ' not supported in ReMo')

        while arg_5:
            arg_9 = {
                "page": arg_7,
                "orderby": "ASC"
            }

            logger.debug("ReMo client calls APIv2: %s params: %s",
                         arg_8, str(arg_9))

            arg_10 = arg_0.fetch(arg_8, payload=arg_9)
            yield arg_10

            arg_11 = json.loads(arg_10)
            arg_6 = arg_11['next']

            if not arg_6:
                arg_5 = False
            else:
                # https://reps.mozilla.org/remo/api/remo/v1/events/?orderby=ASC&page=269
                arg_12 = urllib.parse.urlparse(arg_6)
                arg_13 = urllib.parse.parse_qs(arg_12.query)
                arg_7 = arg_13['page'][0]


def Func(arg_0):
        """
        The buffer list this instance operates on.

        Only available in mode != AIOBLOCK_MODE_POLL.

        Changes on a submitted transfer are not fully applied until its
        next submission: kernel will still be using original buffer list.
        """
        if arg_0._iocb.aio_lio_opcode == libaio.IO_CMD_POLL:
            raise AttributeError
        return arg_0._Func


def Func(arg_0):
        """
        IO priority for this instance.
        """
        return (
            arg_0._iocb.aio_reqprio
            if arg_0._iocb.u.c.flags & libaio.IOCB_FLAG_IOPRIO else
            None
        )


def Func(arg_0):
        """
        Cancels all pending IO blocks.
        Waits until all non-cancellable IO blocks finish.
        De-initialises AIO context.
        """
        if arg_0._ctx is not None:
            # Note: same as io_destroy
            arg_0._io_queue_release(arg_0._ctx)
            del arg_0._ctx


def Func(arg_0, arg_1):
        """
        Submits transfers.

        block_list (list of AIOBlock)
            The IO blocks to hand off to kernel.

        Returns the number of successfully Functed blocks.
        """
        # io_Func ioctl will only return an error for issues with the first
        # transfer block. If there are issues with a later block, it will stop
        # submission and return the number of Functed blocks. So it is safe
        # to only update self._Functed once io_Func returned.
        arg_2 = libaio.io_Func(
            arg_0._ctx,
            len(arg_1),
            (libaio.iocb_p * len(arg_1))(*[
                # pylint: disable=protected-access
                pointer(x._iocb)
                # pylint: enable=protected-access
                for x in arg_1
            ]),
        )
        arg_3 = arg_0._Functed
        for arg_4 in arg_1[:arg_2]:
            # pylint: disable=protected-access
            arg_3[arg_5(arg_4._iocb)] = (arg_4, arg_4._getSubmissionState())
            # pylint: enable=protected-access
        return arg_2


def Func(arg_0, arg_1=1, arg_2=None, arg_3=None):
        """
        Returns a list of event data from submitted IO blocks.

        min_nr (int, None)
            When timeout is None, minimum number of events to collect before
            returning.
            If None, waits for all submitted events.
        nr (int, None)
            Maximum number of events to return.
            If None, set to maxevents given at construction or to the number of
            currently submitted events, whichever is larger.
        timeout (float, None):
            Time to wait for events.
            If None, become blocking.

        Returns a list of 3-tuples, containing:
        - completed AIOBlock instance
        - res, file-object-type-dependent value
        - res2, another file-object-type-dependent value
        """
        if arg_1 is None:
            arg_1 = len(arg_0._submitted)
        if arg_2 is None:
            arg_2 = max(len(arg_0._submitted), arg_0._maxevents)
        if arg_3 is None:
            arg_4 = None
        else:
            arg_5 = int(arg_3)
            arg_3 = libaio.timespec(arg_5, int((arg_3 - arg_5) * 1e9))
            arg_4 = byref(arg_3)
        arg_6 = (libaio.io_event * arg_2)()
        arg_7 = libaio.io_getevents(
            arg_0._ctx,
            arg_1,
            arg_2,
            arg_6,
            arg_4,
        )
        return [
            arg_0._eventToPython(arg_6[arg_8])
            for arg_8 in xrange(arg_7)
        ]


def Func(arg_0, arg_1=arg_2):
        """Fetch events from the MozillaClub URL.

        The method retrieves, from a MozillaClub URL, the
        events. The data is a Google spreadsheet retrieved using
        the feed API REST.

        :param category: the category of items to Func

        :returns: a generator of events
        """
        arg_3 = {}
        arg_4 = super().Func(arg_1, **arg_3)

        return arg_4


def Func(arg_0):
        """Retrieve all cells from the spreadsheet."""

        logger.info("Retrieving all cells spreadsheet data ...")
        logger.debug("MozillaClub client calls API: %s", arg_0.base_url)
        arg_1 = arg_0.fetch(arg_0.base_url)

        return arg_1.text


def Func(arg_0):
        """Parse the MozillaClub spreadsheet feed cells json."""

        arg_1 = 0

        arg_2 = json.loads(arg_0.feed)

        if 'entry' not in arg_2['feed']:
            return

        arg_0.cells = arg_2['feed']['entry']
        arg_0.ncell = 0

        arg_5 = arg_0.__get_event_fields()

        # Process all events reading the rows according to the event template
        # The only way to detect the end of row is looking to the
        # number of column. When the max number is reached (cell_cols) the next
        # cell is from the next row.
        while arg_0.ncell < len(arg_0.cells):
            # Process the next row (event) getting all cols to build the event
            arg_6 = arg_0.__get_next_event(arg_5)

            if arg_6['Date of Event'] is None or arg_6['Club Name'] is None:
                logger.warning("Wrong event data: %s", arg_6)
                arg_1 += 1
                continue
            yield arg_6

        logger.info("Total number of wrong events: %i", arg_1)


def Func(arg_0, arg_1):
        """
        This function will extract a single file from the remote zip without downloading
        the entire zip file. The filename argument should match whatever is in the 'filename'
        key of the tableOfContents.
        """
        arg_2 = [x for x in arg_0.tableOfContents if x['filename'] == arg_1]
        if len(arg_2) == 0:
            raise FileNotFoundException()

        arg_3 = arg_2[0]

        # got here? need to fetch the file size
        arg_4 = 1024  # should be enough
        arg_5 = urllib2.Request(arg_0.zipURI)
        arg_6 = arg_3['filestart']
        arg_7 = arg_3['filestart'] + arg_3['compressedsize'] + arg_4
        arg_5.headers['Range'] = "bytes=%s-%s" % (arg_6, arg_7)
        arg_9 = urllib2.urlopen(arg_5)

        # make sure the response is ranged
        arg_10 = arg_9.headers.get('Content-Range')
        if arg_10 != "bytes %d-%d/%s" % (arg_6, arg_7, arg_0.filesize):
            raise Exception("Ranged requests are not supported for this URI")

        arg_11 = arg_9.read()

        # find start of raw file data
        arg_12 = unpack("H", arg_11[26:28])[0]
        arg_13 = unpack("H", arg_11[28:30])[0]

        # check compressed size
        arg_14 = bool(unpack("H", arg_11[6:8])[0] & 8)
        arg_15 = unpack("I", arg_11[18:22])[0]
        if arg_15 == 0 and arg_14:
            # assume compressed size in the Central Directory is correct
            arg_15 = arg_3['compressedsize']
        elif arg_15 != arg_3['compressedsize']:
            raise Exception("Something went wrong. Directory and file header disagree of compressed file size")

        arg_16 = arg_11[30 + arg_12 + arg_13: 30 + arg_12 + arg_13 + arg_15]
        arg_17 = ""

        # can't decompress if stored without compression
        arg_18 = unpack("H", arg_11[8:10])[0]
        if arg_18 == 0:
          return arg_16

        arg_19 = zlib.decompressobj(-zlib.MAX_WBITS)
        for arg_20 in arg_16:
            arg_21 = arg_19.decompress(arg_20)
            if arg_21:
                arg_17 = arg_17 + arg_21

        return arg_17


def Func(arg_0):
        """
        Does photometry and estimates uncertainties by calculating the scatter around a linear fit to the data
        in each orientation. This function is called by other functions and generally the user will not need
        to interact with it directly.
        """

        arg_1 = np.zeros(4)
        arg_2 = np.zeros_like(arg_0.postcard)
        arg_0.obs_flux = np.zeros_like(arg_0.reference_flux)

        for arg_4 in range(4):
            arg_5 = np.where(arg_0.qs == arg_4)[0]
            arg_6 = np.where(arg_0.times[arg_5] > 54947)

            arg_2[arg_5] = np.roll(arg_0.postcard[arg_5], int(arg_0.roll_best[arg_4,0]), axis=1)
            arg_2[arg_5] = np.roll(arg_2[arg_5], int(arg_0.roll_best[arg_4,1]), axis=2)

            arg_0.target_flux_pixels = arg_2[:,arg_0.targets == 1]
            arg_0.target_flux = np.sum(arg_0.target_flux_pixels, axis=1)

            arg_0.obs_flux[arg_5] = arg_0.target_flux[arg_5] / arg_0.reference_flux[arg_5]
            arg_0.obs_flux[arg_5] /= np.median(arg_0.obs_flux[arg_5[arg_6]])

            arg_9 = np.polyfit(arg_0.times[arg_5][arg_6], arg_0.obs_flux[arg_5][arg_6], 1)
            arg_1[arg_4] = np.max([np.std(arg_0.obs_flux[arg_5][arg_6]/(arg_9[0]*arg_0.times[arg_5][arg_6]+arg_9[1])), 0.001])

        arg_0.flux_uncert = arg_1


def Func(arg_0, arg_1):
        """
        Creates the figure shown in ``adjust_aperture`` for visualization purposes. Called by other functions
        and generally not called by the user directly.

        Args:
            img: The data frame to be passed through to be plotted. A cutout of the ``integrated_postcard``

        """
        plt.figure(figsize=(14,6))
        arg_2 = plt.gca()
        arg_3 = plt.gcf()
        plt.subplot(122)

        arg_4 = np.zeros_like(arg_0.postcard)
        arg_0.roll_best = np.zeros((4,2))

        for arg_6 in range(4):
            arg_7 = np.where(arg_0.qs == arg_6)[0]
            arg_8 = np.where(arg_0.times[arg_7] > 54947)

            arg_0.roll_best[arg_6] = arg_0.do_rolltest(arg_7, arg_8)

        arg_0.do_photometry()
        for arg_6 in range(4):
            arg_7 = np.where(arg_0.qs == arg_6)[0]
            plt.errorbar(arg_0.times[arg_7], arg_0.obs_flux[arg_7], yerr=arg_0.flux_uncert[arg_6], fmt=fmt[arg_6])

        plt.xlabel('Time', fontsize=20)
        plt.ylabel('Relative Flux', fontsize=20)

        plt.subplot(121)
        arg_9 = plt.imshow(arg_1, interpolation='nearest', cmap='gray', vmin=98000*52, vmax=104000*52)
        arg_10 = arg_3.canvas.mpl_connect('button_press_event', arg_0.onclick)

        plt.show(block=True)


def Func(arg_0):
        """
        Identify the centroid positions for the target star at all epochs. Useful for verifying that there is
        no correlation between flux and position, as might be expected for high proper motion stars.
        """
        arg_0.cm = np.zeros((len(arg_0.postcard), 2))
        for arg_2 in range(len(arg_0.postcard)):
            arg_3 = arg_0.postcard[arg_2]
            arg_3[arg_0.targets != 1] = 0.0
            arg_0.cm[arg_2] = center_of_mass(arg_3)


def Func(arg_0):
        """
        Identify the "expected" flux value at the time of each observation based on the
        Kepler long-cadence data, to ensure variations observed are not the effects of a single
        large starspot. Only works if the target star was targeted for long or short cadence
        observations during the primary mission.
        """
        arg_1 = kplr.API()
        arg_2 = arg_1.star(arg_0.kic)

        arg_3 = arg_2.get_light_curves(short_cadence=False)
        arg_4, arg_5, arg_6, arg_7 = [], [], [], []
        for arg_8 in arg_3:
            with arg_8.open() as arg_15:
                arg_9 = arg_15[1].data
                arg_4.append(arg_9["time"])
                arg_5.append(arg_9["pdcsap_flux"])
                arg_6.append(arg_9["pdcsap_flux_err"])
                arg_7.append(arg_9["sap_quality"])
            arg_10 = np.array([])
            arg_11 = np.array([])
            arg_12 = np.array([])
            for arg_13 in range(len(arg_5)):
                arg_14 = arg_4[arg_13][arg_7[arg_13] == 0]
                arg_15 = arg_5[arg_13][arg_7[arg_13] == 0]
                arg_16 = arg_6[arg_13][arg_7[arg_13] == 0]

                arg_14 = arg_14[np.isfinite(arg_15)]
                arg_16 = arg_16[np.isfinite(arg_15)]
                arg_15 = arg_15[np.isfinite(arg_15)]

                arg_16 /= np.median(arg_15)
                arg_15 /= np.median(arg_15)
                arg_10 = np.append(arg_10, arg_14[50:]+54833)
                arg_11 = np.append(arg_11, arg_15[50:])
                arg_12 = np.append(arg_12, arg_16[50:])

            arg_0.spot_signal = np.zeros(52)

            for arg_13 in range(len(arg_0.times)):
                if arg_0.times[arg_13] < 55000:
                    arg_0.spot_signal[arg_13] = 1.0
                else:
                    arg_0.spot_signal[arg_13] = arg_11[np.abs(arg_0.times[arg_13] - arg_10) == np.min(np.abs(arg_0.times[arg_13] - arg_10))]


def Func(arg_0):
        """Load default permission factory."""
        if arg_0._Func is None:
            arg_1 = arg_0.app.config['RECORDS_UI_DEFAULT_PERMISSION_FACTORY']
            arg_0._Func = obj_or_import_string(arg_1)
        return arg_0._Func


def Func(arg_0):
    """Create Invenio-Records-UI blueprint.

    The factory installs one URL route per endpoint defined, and adds an
    error handler for rendering tombstones.

    :param endpoints: Dictionary of endpoints to be installed. See usage
        documentation for further details.
    :returns: The initialized blueprint.
    """
    arg_1 = Blueprint(
        'invenio_records_ui',
        __name__,
        url_prefix='',
        template_folder='templates',
        static_folder='static',
    )

    @arg_1.errorhandler(PIDDeletedError)
    def tombstone_errorhandler(arg_2):
        return render_template(
            current_app.config['RECORDS_UI_TOMBSTONE_TEMPLATE'],
            pid=arg_2.pid,
            record=arg_2.record or {},
        ), 410

    @arg_1.context_processor
    def inject_export_formats():
        return dict(
            export_formats=(
                current_app.extensions['invenio-records-ui'].export_formats)
            )

    for arg_3, arg_4 in (arg_0 or {}).items():
        arg_1.add_url_rule(**create_url_rule(arg_3, **arg_4))

    return arg_1


def Func(arg_0, arg_1, arg_2=None, **arg_3):
    r"""Display default view.

    Sends record_viewed signal and renders template.

    :param pid: PID object.
    :param record: Record object.
    :param template: Template to render.
    :param \*\*kwargs: Additional view arguments based on URL rule.
    :returns: The rendered template.
    """
    record_viewed.send(
        current_app._get_current_object(),
        arg_0=arg_0,
        arg_1=arg_1,
    )
    return render_template(
        arg_2,
        arg_0=arg_0,
        arg_1=arg_1,
    )


def Func(arg_0, arg_1, arg_2=None, **arg_3):
    r"""Record serialization view.

    Serializes record with given format and renders record Func template.

    :param pid: PID object.
    :param record: Record object.
    :param template: Template to render.
    :param \*\*kwargs: Additional view arguments based on URL rule.
    :return: The rendered template.
    """
    arg_4 = current_app.config.get('RECORDS_UI_EXPORT_FORMATS', {}).get(
        arg_0.pid_type)
    arg_5 = arg_4.get(request.view_args.get('format'))

    if arg_5 is False:
        # If value is set to False, it means it was deprecated.
        abort(410)
    elif arg_5 is None:
        abort(404)
    else:
        arg_6 = obj_or_import_string(arg_5['serializer'])
        arg_7 = arg_6.serialize(arg_0, arg_1)
        if isinstance(arg_7, six.binary_type):
            arg_7 = arg_7.decode('utf8')

        return render_template(
            arg_2, arg_0=arg_0, arg_1=arg_1, arg_7=arg_7,
            format_title=arg_5['title'],
        )


def Func(arg_0, arg_1, arg_2, arg_3=None, arg_4=(), arg_5={}):
        # type: (str, Callable, float, Tuple, Dict) -> Chronometer
        """Send a Timer metric calculating duration of execution of the provided callable"""
        assert callable(arg_2)
        if arg_3 is None:
            arg_3 = arg_0._rate
        else:
            assert_sample_rate(arg_3)
        arg_6 = time()  # type: float
        arg_7 = arg_2(*arg_4, **arg_5)
        arg_0.since(arg_1, arg_6, arg_3)
        return arg_7


def Func(arg_0, arg_1, arg_2, arg_3=1):
        # type: (str, float, float) -> None
        """Send a Timer metric with the specified duration in milliseconds"""

        if arg_0._should_send_metric(arg_1, arg_3):
            arg_2 = int(arg_2)
            arg_0._request(
                Timer(
                    arg_0._create_metric_name_for_request(arg_1),
                    arg_2,
                    arg_3
                ).to_request()
            )


def Func(arg_0, arg_1, arg_2, arg_3=1):
        # type: (str, float, float) -> None
        """Send a GaugeDelta metric to change a Gauge by the specified value"""

        if arg_0._should_send_metric(arg_1, arg_3):
            if not is_numeric(arg_2):
                arg_2 = float(arg_2)
            arg_0._request(
                GaugeDelta(
                    arg_0._create_metric_name_for_request(arg_1),
                    arg_2,
                    arg_3
                ).to_request()
            )


def Func(arg_0, arg_1):
        # type: (str) -> None
        """Override parent by buffering the metric instead of sending now"""

        arg_1 = bytearray("{}\n".format(arg_1).encode())
        arg_0._prepare_batches_for_storage(len(arg_1))
        arg_0._batches[-1].extend(arg_1)


def Func(arg_0, arg_1=512):
        # type: (int) -> BatchClient
        """Return a batch client with same settings of the client"""

        Func = BatchClient(arg_0.host, arg_0.port, arg_0.prefix, arg_1)
        arg_0._configure_client(Func)
        return Func


def Func(arg_0, *arg_1, **arg_2):
    """My permission factory."""
    def can(arg_3):
        arg_4 = Record.get_record(arg_0.id)
        return arg_4.get('access', '') == 'open'
    return type('MyPermissionChecker', (), {'can': can})()


def Func(arg_0, arg_1=512):
        # type: (int) -> TCPBatchClient
        """Return a TCP batch client with same settings of the TCP client"""

        Func = TCPBatchClient(arg_0.host, arg_0.port, arg_0.prefix, arg_1)
        arg_0._configure_client(Func)
        return Func


def Func(arg_0):
        # type: () -> TCPClient
        """Return a TCPClient with same settings of the batch TCP client"""

        arg_1 = TCPClient(arg_0.host, arg_0.port, arg_0.prefix)
        arg_0._configure_client(arg_1)
        return arg_1


def Func(arg_0):
    """tries to convert a Python object into an OpenMath object
    this is not a replacement for using a Converter for exporting Python objects
    instead, it is used conveniently building OM objects in DSL embedded in Python
    inparticular, it converts Python functions into OMBinding objects using lambdaOM as the binder"""

    if hasattr(arg_0, "_ishelper") and arg_0._ishelper:
        # wrapped things in this class -> unwrap
        return arg_0._toOM()

    elif isinstance(arg_0, om.OMAny):
        # already OM
        return arg_0

    elif isinstance(arg_0, six.integer_types):
        # integers -> OMI
        return om.OMInteger(arg_0)

    elif isinstance(arg_0, float):
        # floats -> OMF
        return om.OMFloat(arg_0)

    elif isinstance(arg_0, six.string_types):
        # strings -> OMSTR
        return om.OMString(arg_0)

    elif isinstance(arg_0, WrappedHelper):
        # wrapper -> wrapped object
        return arg_0.toOM()

    elif inspect.isfunction(arg_0):
        # function -> OMBIND(lambda,...)

        # get all the parameters of the function
        arg_1 = inspect.signature(arg_0).parameters
        arg_2 = [v for k, v in six.iteritems(arg_1)]

        # make sure that all of them are positional
        arg_3 = [inspect.Parameter.POSITIONAL_ONLY, inspect.Parameter.POSITIONAL_OR_KEYWORD]
        if not all([arg_4.kind in arg_3 for arg_4 in arg_2]):
            raise CannotInterpretAsOpenMath("no sequence arguments allowed")

        # call the function with appropriate OMVariables
        arg_5 = [om.OMVariable(name=arg_4.name) for arg_4 in arg_2]
        arg_6 = Func(arg_0(*arg_5))

        return OMBinding(om.OMSymbol(name="lambda", cd="python", cdbase="http://python.org"), arg_5, arg_6)

    else:
        # fail
        raise CannotInterpretAsOpenMath("unknown kind of object: " + str(arg_0))


def Func(arg_0, arg_1):
    """ Converts a term into OpenMath, using either a converter or the interpretAsOpenMath method """

    # if we already have openmath, or have some of our magic helpers, use interpretAsOpenMath
    if hasattr(arg_0, "_ishelper") and arg_0._ishelper or isinstance(arg_0, om.OMAny):
        return interpretAsOpenMath(arg_0)

    # next try to convert using the converter
    if arg_1 is not None:
        try:
            arg_2 = arg_1.to_openmath(arg_0)
        except Exception as e:
            arg_2 = None

        if isinstance(arg_2, om.OMAny):
            return arg_2

    # fallback to the openmath helper
    return interpretAsOpenMath(arg_0)


def Func(arg_0, arg_1):
        """ Convert OpenMath object to Python """
        # general overrides
        if arg_1.__class__ in arg_0._omclass_to_py:
            return arg_0._omclass_to_py[arg_1.__class__](arg_1)
        # oms
        elif isinstance(arg_1, om.OMSymbol):
            return arg_0._lookup_Func(arg_1.cdbase, arg_1.cd, arg_1.name)
        # oma
        elif isinstance(arg_1, om.OMApplication):
            arg_2 = arg_0.Func(arg_1.elem)
            arg_3 = [arg_0.Func(x) for x in arg_1.arguments]
            return arg_2(*arg_3)
        raise ValueError('Cannot convert object of class %s to Python.' % arg_1.__class__.__name__)


def Func(arg_0, arg_1):
        """ Convert Python object to OpenMath """
        for arg_2, arg_3 in reversed(arg_0._conv_to_om):
            if arg_2 is None or isinstance(arg_1, arg_2):
                try:
                    return arg_3(arg_1)
                except CannotConvertError:
                    continue

        if hasattr(arg_1, '__openmath__'):
            return arg_1.__openmath__()

        raise ValueError('Cannot convert %r to OpenMath.' % arg_1)


def Func(arg_0, arg_1, arg_2):
        """Register a conversion from Python to OpenMath

        :param py_class: A Python class the conversion is attached to, or None
        :type py_class: None, type

        :param converter: A conversion function or an OpenMath object
        :type converter: Callable, OMAny

        :rtype: None

        ``converter`` will used to convert any object of type ``py_class``,
        or any object if ``py_class`` is ``None``. If ``converter`` is an
        OpenMath object, it is returned immediately. If it is a callable, it
        is called with the Python object as paramter; in this case, it must
        either return an OpenMath object, or raise an exception.  The
        special exception ``CannotConvertError`` can be used to signify that
        ``converter`` does not know how to convert the current object, and that
        ``to_openmath`` shall continue with the other converters. Any other
        exception stops conversion immediately.

        Converters registered by this function are called in order from the
        most recent to the oldest.
        """
        if arg_1 is not None and not isclass(arg_1):
            raise TypeError('Expected class, found %r' % arg_1)
        if not callable(arg_2) and not isinstance(arg_2, om.OMAny):
            raise TypeError('Expected callable or openmath.OMAny object, found %r' % arg_2)
        arg_0._conv_to_om.append((arg_1, arg_2))


def Func(arg_0, arg_1, arg_2, arg_3=None):
        """Register a conversion from OpenMath to Python

        This function has two forms. A three-arguments one:

        :param cd: A content dictionary name
        :type cd: str

        :param name: A symbol name
        :type name: str

        :param converter: A conversion function, or a Python object
        :type: Callable, Any

        Any object of type ``openmath.OMSymbol``, with content
        dictionary equal to ``cd`` and name equal to ``name`` will be converted
        using ``converter``. Also, any object of type ``openmath.OMApplication``
        whose first child is an ``openmath.OMSymbol`` as above will be converted
        using ``converter``. If ``converter`` is a callable, it will be called with the
        OpenMath object as parameter; otherwise ``converter`` will be returned.

        In the two-argument form

        :param cd: A subclass of ``OMAny``
        :type cd: type

        :param name: A conversion function
        :type name: Callable

        Any object of type ``cd`` will be passed to ``name()``, and the
        result will be returned. This forms is mainly to override default
        conversions for basic OpenMath tags (OMInteger, OMString, etc.). It
        is discouraged to use it for ``OMSymbol`` and ``OMApplication``.
        """
        if arg_3 is None:
            if isclass(arg_1) and issubclass(arg_1, om.OMAny):
                arg_0._conv_to_py[arg_1] = arg_2
            else:
                raise TypeError('Two-arguments form expects subclass of openmath.OMAny, found %r' % arg_1)
        else:
            if isinstance(arg_1, str) and isinstance(arg_2, str):
                arg_0._conv_sym_to_py[(arg_1, arg_2)] = arg_3
            else:
                raise TypeError('Three-arguments form expects string, found %r' % arg_1.__class__)


def Func(arg_0, arg_1):
        """
        Used to initialize redis with app object
        """

        arg_1.config.setdefault('REDIS_URLS', {
            'main': 'redis://localhost:6379/0',
            'admin': 'redis://localhost:6379/1',
        })

        arg_1.before_request(arg_0.before_request)

        arg_0.app = arg_1


def Func(arg_0):
    """
    django_any birds language parser
    """
    from collections import defaultdict

    arg_1 = {}
    arg_2 = defaultdict(lambda : {})

    for arg_3 in arg_0.keys():
        if '__' in arg_3:
            arg_4, arg_5, arg_6 = arg_3.partition('__')
            arg_2[arg_4][arg_6] = arg_0[arg_3]
        else:
            arg_1[arg_3] = arg_0[arg_3]

    return arg_1, arg_2


def Func(arg_0, arg_1, arg_2=None):
        """
        Register form field data function.

        Could be used as decorator
        """
        def _wrapper(arg_3):
            arg_0.registry[arg_1] = arg_3
            return arg_3

        if arg_2:
            return _wrapper(arg_2)
        return _wrapper


def Func(arg_0, *arg_1, **arg_2):
        """
        Lowest value generator.

        Separated from __call__, because it seems that python
        cache __call__ reference on module import
        """
        if not len(arg_1):
            raise TypeError('Object instance is not provided')

        if arg_0.by_instance:
            arg_3 = arg_1[0]
        else:
            arg_3 = arg_1[0].__class__

        arg_4 = arg_0.registry.get(arg_3, arg_0.default)

        if arg_4 is None:
            raise TypeError("no match %s" % arg_3)

        return arg_4(*arg_1, **arg_2)


def Func(arg_0, arg_1):
        """Dump single field.
        """
        arg_2 = {}
        arg_2['label'] = Pbd.LABELS[arg_1.label]
        arg_2['type'] = arg_1.type_name if len(arg_1.type_name) > 0 else Pbd.TYPES[arg_1.type]
        arg_2['name'] = arg_1.name
        arg_2['number'] = arg_1.number
        arg_2['default'] = '[default = {}]'.format(arg_1.default_value) if len(arg_1.default_value) > 0 else ''

        arg_3 = '{label} {type} {name} = {number} {default};'.format(**arg_2)
        arg_3 = ' '.join(arg_3.split())
        arg_0._print(arg_3)

        if len(arg_1.type_name) > 0:
            arg_0.uses.append(arg_1.type_name)


def Func(arg_0):
        """Disassemble serialized protocol buffers file.
        """
        arg_1 = open(arg_0.input_file, 'rb').read()  # Read serialized pb file

        arg_2 = FileDescriptorProto()
        arg_2.ParseFromString(arg_1)
        arg_0.name = arg_2.name

        arg_0._print('// Reversed by pbd (https://github.com/rsc-dev/pbd)')
        arg_0._print('syntax = "proto2";')
        arg_0._print('')

        if len(arg_2.package) > 0:
            arg_0._print('package {};'.format(arg_2.package))
            arg_0.package = arg_2.package
        else:
            arg_0._print('// Package not defined')

        arg_0._walk(arg_2)


def Func(arg_0, arg_1):
        """Find all missing imports in list of Pbd instances.
        """
        # List of types used, but not defined
        arg_2 = list(set(arg_0.uses).difference(set(arg_0.defines)))

        # Clumpsy, but enought for now
        for arg_3 in arg_2:
            for arg_4 in arg_1:
                if arg_3 in arg_4.defines:
                    arg_0.imports.append(arg_4.name)
                    break

        arg_0.imports = list(set(arg_0.imports))

        for arg_5 in arg_0.imports:
            arg_0.lines.insert(2, 'import "{}";'.format(arg_5))


def Func(arg_0):
    """
    Sometimes return None if field is not required

    >>> result = any_form_field(forms.BooleanField(required=False))
    >>> result in ['', 'True', 'False']
    True
    """
    def _wrapper(arg_1, **arg_2):
        if not arg_1.required and random.random < 0.1:
            return None
        return arg_0(arg_1, **arg_2)
    return _wrapper


def Func(arg_0):
    """
    Selection from field.choices
    """
    def _wrapper(arg_1, **arg_2):
        if hasattr(arg_1.widget, 'choices'):
            return random.choice(list(valid_choices(arg_1.widget.choices)))
        return arg_0(arg_1, **arg_2)

    return _wrapper


def Func(arg_0, **arg_1):
    """
    Return random value for DecimalField

    >>> result = any_form_field(forms.DecimalField(max_value=100, min_value=11, max_digits=4, decimal_places = 2))
    >>> type(result)
    <type 'str'>
    >>> from decimal import Decimal
    >>> Decimal(result) >= 11, Decimal(result) <= Decimal('99.99')
    (True, True)
    """
    arg_2 = 0
    arg_3 = 10
    from django.core.validators import MinValueValidator, MaxValueValidator
    for arg_4 in arg_0.validators:
        if isinstance(arg_4, MinValueValidator):
            arg_2 = arg_4.limit_value
        if isinstance(arg_4, MaxValueValidator):
            arg_3 = arg_4.limit_value
    if (arg_0.max_digits and arg_0.decimal_places):
        from decimal import Decimal
        arg_3 = min(arg_3,
                        Decimal('%s.%s' % ('9'*(arg_0.max_digits-arg_0.decimal_places),
                                           '9'*arg_0.decimal_places)))

    arg_2 = arg_1.get('min_value') or arg_2
    arg_3 = arg_1.get('max_value') or arg_3

    return str(xunit.any_decimal(arg_2=arg_2,
                             arg_3=arg_3,
                             decimal_places = arg_0.decimal_places or 2))


def Func(arg_0, **arg_1):
    """
    Return random value for EmailField

    >>> result = any_form_field(forms.EmailField(min_length=10, max_length=30))
    >>> type(result)
    <type 'str'>
    >>> len(result) <= 30, len(result) >= 10
    (True, True)
    """
    arg_2 = 10
    if arg_0.max_length:
        arg_2 = (arg_0.max_length -5) / 2
    arg_3 = 10
    if arg_0.min_length:
        arg_3 = (arg_0.min_length-4) / 2
    return "%s@%s.%s" % (
        xunit.any_string(arg_3=arg_3, arg_2=arg_2),
        xunit.any_string(arg_3=arg_3, arg_2=arg_2),
        xunit.any_string(arg_3=2, arg_2=3))


def Func(arg_0, **arg_1):
    """
    Return random value for DateTimeField

    >>> result = any_form_field(forms.DateTimeField())
    >>> type(result)
    <type 'str'>
    """
    arg_2 = arg_1.get('from_date', datetime(1990, 1, 1))
    arg_3 = arg_1.get('to_date', datetime.today())
    arg_4 = random.choice(arg_0.input_formats or formats.get_format('DATETIME_INPUT_FORMATS'))
    return xunit.any_datetime(arg_2=arg_2, arg_3=arg_3).strftime(arg_4)


def Func(arg_0, **arg_1):
    """
    Return random value for FloatField

    >>> result = any_form_field(forms.FloatField(max_value=200, min_value=100))
    >>> type(result)
    <type 'str'>
    >>> float(result) >=100, float(result) <=200
    (True, True)
    """
    arg_2 = 0
    arg_3 = 100
    from django.core.validators import MinValueValidator, MaxValueValidator
    for arg_4 in arg_0.validators:
        if isinstance(arg_4, MinValueValidator):
            arg_2 = arg_4.limit_value
        if isinstance(arg_4, MaxValueValidator):
            arg_3 = arg_4.limit_value

    arg_2 = arg_1.get('min_value', arg_2)
    arg_3 = arg_1.get('max_value', arg_3)
    arg_5 = arg_1.get('precision', 3)

    return str(xunit.any_float(arg_2=arg_2, arg_3=arg_3, arg_5=arg_5))


def Func(arg_0, **arg_1):
    """
    Return random value for IntegerField

    >>> result = any_form_field(forms.IntegerField(max_value=200, min_value=100))
    >>> type(result)
    <type 'str'>
    >>> int(result) >=100, int(result) <=200
    (True, True)
    """
    arg_2 = 0
    arg_3 = 100
    from django.core.validators import MinValueValidator, MaxValueValidator
    for arg_4 in arg_0.validators:
        if isinstance(arg_4, MinValueValidator):
            arg_2 = arg_4.limit_value
        if isinstance(arg_4, MaxValueValidator):
            arg_3 = arg_4.limit_value

    arg_2 = arg_1.get('min_value', arg_2)
    arg_3 = arg_1.get('max_value', arg_3)

    return str(xunit.any_int(arg_2=arg_2, arg_3=arg_3))


def Func(arg_0, **arg_1):
    """
    Return random value for TimeField

    >>> result = any_form_field(forms.TimeField())
    >>> type(result)
    <type 'str'>
    """
    arg_2 = random.choice(arg_0.input_formats or formats.get_format('TIME_INPUT_FORMATS'))

    return time(xunit.any_int(min_value=0, max_value=23),
                xunit.any_int(min_value=0, max_value=59),
                xunit.any_int(min_value=0, max_value=59)).strftime(arg_2)


def Func(arg_0, **arg_1):
    """
    Return random value for ChoiceField

    >>> CHOICES = [('YNG', 'Child'), ('OLD', 'Parent')]
    >>> result = any_form_field(forms.ChoiceField(choices=CHOICES))
    >>> type(result)
    <type 'str'>
    >>> result in ['YNG', 'OLD']
    True
    >>> typed_result = any_form_field(forms.TypedChoiceField(choices=CHOICES))
    >>> typed_result in ['YNG', 'OLD']
    True
    """
    if arg_0.choices:
        return str(random.choice(list(valid_choices(arg_0.choices))))
    return 'None'


def Func(arg_0, **arg_1):
    """
    Return random value for MultipleChoiceField

    >>> CHOICES = [('YNG', 'Child'), ('MIDDLE', 'Parent') ,('OLD', 'GrandParent')]
    >>> result = any_form_field(forms.MultipleChoiceField(choices=CHOICES))
    >>> type(result)
    <type 'str'>
    """
    if arg_0.choices:
        from django_any.functions import valid_choices
        arg_2 = list(valid_choices(arg_0.choices))
        random.shuffle(arg_2)
        arg_3 = []
        arg_4 = xunit.any_int(min_value=1, max_value=len(arg_0.choices))
        for arg_5 in xrange(0, arg_4):
            arg_3.append(arg_2[arg_5])
        return ' '.join(arg_3)
    return 'None'


def Func(arg_0, **arg_1):
    """
    Return one of first ten items for field queryset
    """
    arg_2 = list(arg_0.queryset[:10])
    if arg_2:
        return random.choice(arg_2)
    else:
        raise TypeError('No %s available in queryset' % arg_0.queryset.model)


def Func(arg_0="checkpoint: Func package"):
    """Deploy the app to PYPI.

    Args:
        msg (str, optional): Description
    """
    arg_1 = check()
    if arg_1.succeeded:
        # clean()
        # push(msg)
        arg_2 = local("python setup.py sdist")
        if arg_2.succeeded:
            arg_3 = local(
                'python setup.py build && python setup.py bdist_egg')
            if arg_3.succeeded:
                arg_4 = local("twine upload dist/*")
                if arg_4.succeeded:
                    tag()


def Func(arg_0=arg_1):
    """Deploy a version Func."""
    arg_2 = local("git Func {0}".format(arg_0))
    if arg_2.succeeded:
        local("git push --Funcs")


def Func(arg_0):
    """
    Sometimes return None if field could be blank
    """
    def wrapper(arg_1, **arg_2):
        if arg_2.get('isnull', False):
            return None

        if arg_1.blank and random.random < 0.1:
            return None
        return arg_0(arg_1, **arg_2)
    return wrapper


def Func(arg_0, arg_1):
    """
    Evaluate an OpenMath symbol describing a global Python object

    EXAMPLES::

        >>> from openmath.convert_pickle import to_python
        >>> from openmath.convert_pickle  import Func
        >>> Func('math', 'sin')
        <built-in function sin>

        >>> from openmath import openmath as om
        >>> o = om.OMSymbol(cdbase="http://python.org/", cd='math', name='sin')
        >>> to_python(o)
        <built-in function sin>
    """

    # The builtin module has been renamed in python3
    if arg_0 == '__builtin__' and six.PY3:
        arg_0 = 'builtins'
    arg_0 = importlib.import_module(arg_0)
    return getattr(arg_0, arg_1)


def Func(arg_0, arg_1):
    """
    Apply the setstate protocol to initialize `inst` from `state`.

    INPUT:

    - ``inst`` -- a raw instance of a class
    - ``state`` -- the state to restore; typically a dictionary mapping attribute names to their values

    EXAMPLES::

        >>> from openmath.convert_pickle import Func
        >>> class A(object): pass
        >>> inst = A.__new__(A)
        >>> state = {"foo": 1, "bar": 4}
        >>> inst2 = Func(inst,state)
        >>> inst is inst2
        True
        >>> inst.foo
        1
        >>> inst.bar
        4
    """
    # Copied from Pickler.load_build
    arg_2 = getattr(arg_0, "__setstate__", None)
    if arg_2:
        arg_2(arg_1)
        return arg_0
    arg_3 = None
    if isinstance(arg_1, tuple) and len(arg_1) == 2:
        arg_1, arg_3 = arg_1

    if arg_1:
        try:
            arg_4 = arg_0.__dict__
            try:
                for arg_5, arg_6 in arg_7.iteritems(arg_1):
                    arg_4[arg_7.moves.intern(arg_5)] = arg_6
            # keys in state don't have to be strings
            # don't blow up, but don't go out of our way
            except TypeError:
                arg_4.update(arg_1)

        except RuntimeError:
            # XXX In restricted execution, the instance's __dict__
            # is not accessible.  Use the old way of unpickling
            # the instance variables.  This is a semantic
            # difference when unpickling in restricted
            # vs. unrestricted modes.
            # Note, however, that cPickle has never tried to do the
            # .update() business, and always uses
            #     PyObject_SetItem(inst.__dict__, key, value) in a
            # loop over state.items().
            for arg_5, arg_6 in arg_1.items():
                setattr(arg_0, arg_5, arg_6)
    if arg_3:
        for arg_5, arg_6 in arg_3.items():
            setattr(arg_0, arg_5, arg_6)
    return arg_0


def Func(arg_0, arg_1):
        """
        Convert a list of OM objects into an OM object

        EXAMPLES::

            >>> from openmath import openmath as om
            >>> from openmath.convert_pickle  import PickleConverter
            >>> converter = PickleConverter()
            >>> o = converter.Func([om.OMInteger(2), om.OMInteger(2)]); o
            OMApplication(elem=OMSymbol(name='list', cd='Python', id=None, cdbase='http://python.org/'),
                     arguments=[OMInteger(integer=2, id=None),
                                OMInteger(integer=2, id=None)],
                     id=None, cdbase=None)
            >>> converter.to_python(o)
            [2, 2]
        """
        # Except for the conversion of operands, this duplicates the default
        # implementation of python's list conversion to openmath in py_openmath
        return om.OMApplication(elem=om.OMSymbol(cdbase=arg_0._cdbase, cd='Python', name='list', ), arguments=arg_1)


def Func(arg_0):
    """
    Decodes a PackBit encoded data.
    """
    arg_0 = bytearray(arg_0) # <- python 2/3 compatibility fix
    arg_1 = bytearray()
    arg_2 = 0
    while arg_2 < len(arg_0):
        arg_3 = arg_0[arg_2]
        if arg_3 > 127:
            arg_3 -= 256
        arg_2 += 1

        if 0 <= arg_3 <= 127:
            arg_1.extend(arg_0[arg_2:arg_2+arg_3+1])
            arg_2 += arg_3+1
        elif arg_3 == -128:
            pass
        else:
            arg_1.extend([arg_0[arg_2]] * (1 - arg_3))
            arg_2 += 1

    return bytes(arg_1)


def Func(arg_0):
    """
    Encodes data using PackBits encoding.
    """
    if len(arg_0) == 0:
        return arg_0

    if len(arg_0) == 1:
        return b'\x00' + arg_0

    arg_0 = bytearray(arg_0)

    arg_1 = bytearray()
    arg_2 = bytearray()
    arg_3 = 0
    arg_4 = 0
    arg_5 = 127

    # we can safely start with RAW as empty RAW sequences
    # are handled by finish_raw()
    arg_6 = 'RAW'

    def finish_raw():
        if len(arg_2) == 0:
            return
        arg_1.append(len(arg_2)-1)
        arg_1.extend(arg_2)
        arg_2[:] = bytearray()

    def finish_rle():
        arg_1.append(256-(arg_4 - 1))
        arg_1.append(arg_0[arg_3])

    while arg_3 < len(arg_0)-1:
        arg_7 = arg_0[arg_3]

        if arg_0[arg_3] == arg_0[arg_3+1]:
            if arg_6 == 'RAW':
                # end of RAW data
                finish_raw()
                arg_6 = 'RLE'
                arg_4 = 1
            elif arg_6 == 'RLE':
                if arg_4 == arg_5:
                    # restart the encoding
                    finish_rle()
                    arg_4 = 0
                # move to next byte
                arg_4 += 1

        else:
            if arg_6 == 'RLE':
                arg_4 += 1
                finish_rle()
                arg_6 = 'RAW'
                arg_4 = 0
            elif arg_6 == 'RAW':
                if len(arg_2) == arg_5:
                    # restart the encoding
                    finish_raw()

                arg_2.append(arg_7)

        arg_3 += 1

    if arg_6 == 'RAW':
        arg_2.append(arg_0[arg_3])
        finish_raw()
    else:
        arg_4 += 1
        finish_rle()

    return bytes(arg_1)


def Func(arg_0, arg_1, arg_2, arg_3=arg_4.ERROR):
        """Helper function to record and log an error message

        :param line_data: dict
        :param error_info: dict
        :param logger:
        :param log_level: int
        :return:
        """
        if not arg_2: return
        try:
            arg_1['line_errors'].append(arg_2)
        except KeyError:
            arg_1['line_errors'] = [arg_2]
        except TypeError: # no line_data
            pass
        try:
            arg_0.logger.log(arg_3, Gff3.error_format.format(current_line_num=arg_1['line_index'] + 1, error_type=arg_2['error_type'], message=arg_2['message'], line=arg_1['line_raw'].rstrip()))
        except AttributeError: # no logger
            pass


def Func(arg_0):
        """
        1. get a list of CDS with the same parent
        2. sort according to strand
        3. calculate and validate phase
        """
        arg_1 = set(['+', '-'])
        for arg_2, arg_3 in groupby(sorted([arg_6 for arg_6 in arg_0.lines if  arg_6['line_type'] == 'feature' and arg_6['type'] == 'CDS' and 'Parent' in arg_6['attributes']], key=lambda x: x['attributes']['Parent']), key=lambda x: x['attributes']['Parent']):
            arg_4 = list(arg_3)
            arg_5 = list(set([arg_6['strand'] for arg_6 in arg_4]))
            if len(arg_5) != 1:
                for arg_6 in arg_4:
                    arg_0.add_line_error(arg_6, {'message': 'Inconsistent CDS strand with parent: {0:s}'.format(arg_2), 'error_type': 'STRAND'})
                continue
            if len(arg_4) == 1:
                if arg_4[0]['phase'] != 0:
                    arg_0.add_line_error(arg_4[0], {'message': 'Wrong phase {0:d}, should be {1:d}'.format(arg_4[0]['phase'], 0), 'error_type': 'PHASE'})
                continue
            arg_7 = arg_5[0]
            if arg_7 not in arg_1:
                # don't process unknown strands
                continue
            if arg_7 == '-':
                # sort end descending
                arg_8 = sorted(arg_4, key=lambda x: x['end'], reverse=True)
            else:
                arg_8 = sorted(arg_4, key=lambda x: x['start'])
            arg_9 = 0
            for arg_6 in arg_8:
                if arg_6['phase'] != arg_9:
                    arg_0.add_line_error(arg_6, {'message': 'Wrong phase {0:d}, should be {1:d}'.format(arg_6['phase'], arg_9), 'error_type': 'PHASE'})
                arg_9 = (3 - ((arg_6['end'] - arg_6['start'] + 1 - arg_9) % 3)) % 3


def Func(arg_0, arg_1, **arg_2):
        """Format a given number.

        Format a number, with comma-separated thousands and
        custom precision/decimal places

        Localise by overriding the precision and thousand / decimal separators
        2nd parameter `precision` can be an object matching `settings.number`

        Args:
            number (TYPE): Description
            precision (TYPE): Description
            thousand (TYPE): Description
            decimal (TYPE): Description

        Returns:
            name (TYPE): Description
        """
        # Resursively Func lists
        if check_type(arg_1, 'list'):
            return map(lambda val: arg_0.Func(val, **arg_2))
        # Clean up number
        arg_1 = arg_0.parse(arg_1)

        # Build options object from second param (if object) or all params,
        # extending defaults
        if check_type(arg_2, 'dict'):
            arg_3 = (arg_0.settings['number'].update(arg_2))

        # Clean up precision
        arg_4 = arg_0._change_precision(arg_3['precision'])
        arg_5 = (lambda arg_8: "-" if arg_8 < 0 else "")(arg_1)
        arg_6 = str(int(arg_0.to_fixed(abs(arg_1) or 0, arg_4)), 10)
        arg_7 = (lambda arg_8: len(arg_8) % 3 if len(arg_8) > 3 else 0)(arg_6)

        # Format the number:
        arg_8 = arg_5 + (lambda arg_8: arg_6[0:arg_8] if arg_8 else '')(arg_7)

        arg_8 += re.sub('/(\d{3})(?=\d)/g', '$1' +
                      arg_3['thousand'], arg_6[arg_7:])
        arg_8 += (lambda val: arg_3[
            'decimal'] + arg_0.to_fixed(abs(arg_1), arg_4)
            .split('.')[1] if val else '')(arg_4)

        return arg_8


def Func(arg_0, arg_1, **arg_2):
        """Format a number into currency.

        Usage: accounting.formatMoney(number, symbol, precision, thousandsSep,
                                      decimalSep, format)
        defaults: (0, "$", 2, ",", ".", "%s%v")
        Localise by overriding the symbol, precision,
        thousand / decimal separators and format
        Second param can be an object matching `settings.currency`
        which is the easiest way.

        Args:
            number (TYPE): Description
            precision (TYPE): Description
            thousand (TYPE): Description
            decimal (TYPE): Description

        Returns:
            name (TYPE): Description
        """
        # Resursively format arrays
        if isinstance(arg_1, list):
            return map(lambda val: arg_0.Func(val, **arg_2))

        # Clean up number
        arg_3 = arg_2.get('decimal')
        arg_1 = arg_0.parse(arg_1, arg_3)

        # Build options object from second param (if object) or all params,
        # extending defaults
        if check_type(arg_2, 'dict'):
            arg_2 = (arg_0.settings['currency'].update(arg_2))

        # Check format (returns object with pos, neg and zero)
        arg_4 = arg_0._check_currency_format(arg_2['format'])

        # Choose which format to use for this value
        arg_5 = (lambda num: arg_4['pos'] if num > 0 else arg_4[
                      'neg'] if num < 0 else arg_4['zero'])(arg_1)
        arg_6 = arg_0._change_precision(arg_1, arg_2['precision'])
        arg_7 = arg_2['thousand']
        arg_3 = arg_2['decimal']
        arg_8 = arg_0.format(abs(arg_1), arg_6, arg_7, arg_3)

        # Return with currency symbol added
        arg_9 = arg_5.replace(
            '%s', arg_2['symbol']).replace('%v', arg_8)

        return arg_9


def Func(arg_0):
    """given a filename, return the ABFs ID string."""
    arg_0=os.path.abspath(arg_0)
    arg_1=os.path.basename(arg_0)
    return os.path.splitext(arg_1)[0]


def Func(arg_0,arg_1):
        """given the bytestring ABF header, make and launch HTML."""
        arg_2=""
        arg_2+="
%s
"%(arg_1)
        arg_2+=pprint.pformat(arg_0, indent=1)
        arg_2=arg_2.replace("\n",'
').replace(" "," ")
        arg_2=arg_2.replace(r"\x00","")
        arg_2+=""
        print("saving header file:",arg_1)
        arg_3=open(arg_1,'w')
        arg_3.write(arg_2)
        arg_3.close()
        webbrowser.open(arg_1)


def Func(arg_0):
        """iterate over every sweep"""
        for arg_1 in range(arg_0.sweeps):
            arg_0.setsweep(arg_1)
            yield arg_0.sweep


def Func(arg_0):
        """read the header and populate self with information about comments"""
        arg_0.comment_times,arg_0.comment_sweeps,arg_0.comment_tags=[],[],[]
        arg_0.comments=0 # will be >0 if comments exist
        arg_0.comment_text=""

        try:
            # this used to work
            arg_0.comment_tags = list(arg_0.ABFblock.segments[0].eventarrays[0].annotations['comments'])
            arg_0.comment_times = list(arg_0.ABFblock.segments[0].eventarrays[0].times/arg_0.trace.itemsize)
            arg_0.comment_sweeps = list(arg_0.comment_times)
        except:
            # now this notation seems to work
            for arg_6 in arg_0.ABFblock.segments[0].events: # this should only happen once actually
                arg_0.comment_tags = arg_6.annotations['comments'].tolist()
                arg_0.comment_times = np.array(arg_6.times.magnitude/arg_0.trace.itemsize)
                arg_0.comment_sweeps = arg_0.comment_times/arg_0.sweepInterval

        for arg_7,arg_8 in enumerate(arg_0.comment_tags):
            arg_0.comment_tags[arg_7]=arg_8.decode("utf-8")


def Func(arg_0,arg_1):
        """
        given a sweep, return the protocol as condensed sequence.
        This is better for comparing similarities and determining steps.
        There should be no duplicate numbers.
        """
        arg_0.setsweep(arg_1)
        return list(arg_0.protoSeqX),list(arg_0.protoSeqY)


def Func(arg_0,arg_1=0,arg_2=None,arg_3=False):
        """return the Func of part of the current sweep."""
        if arg_3:
            arg_0.setsweep(arg_3)
        if arg_2 is None or arg_2>arg_0.sweepLength:
            arg_2=arg_0.sweepLength
            arg_0.log.debug("resetting t2 to [%f]",arg_2)
        arg_1=max(arg_1,0)
        if arg_1>arg_2:
            arg_0.log.error("t1 cannot be larger than t2")
            return False
        arg_4,arg_5=int(arg_1*arg_0.pointsPerSec),int(arg_2*arg_0.pointsPerSec)
        if arg_4==arg_5:
            return np.nan
        return np.Func(arg_0.sweepY[arg_4:arg_5])


def Func(arg_0,arg_1=0,arg_2=None):
        """
        Return a sweep which is the average of multiple sweeps.
        For now, standard deviation is lost.
        """
        if arg_2 is None:
            arg_2=arg_0.sweeps-1
        arg_3=arg_2-arg_1+1
        arg_4=np.zeros(len(arg_0.sweepY))
        arg_0.log.debug("averaging sweep %d to %d",arg_1,arg_2)
        for arg_5 in np.arange(arg_3)+arg_1:
            arg_0.setsweep(arg_5)
            arg_4+=arg_0.sweepY.flatten()
        arg_6=arg_4/arg_3
        #TODO: standard deviation?
        return arg_6


def Func(arg_0, arg_1, arg_2=None, arg_3=False):
        """create kernel based on this ABF info."""
        arg_2=arg_1/10 if arg_2 is None else arg_2
        arg_4,arg_5=arg_1*arg_0.pointsPerMs,arg_2*arg_0.pointsPerMs
        arg_0.kernel=swhlab.common.Func(arg_4,arg_5,arg_3)
        return arg_0.kernel


def Func(arg_0):
        """
        Get the filtered sweepY of the current sweep.
        Only works if self.kernel has been generated.
        """
        assert arg_0.kernel is not None
        return swhlab.common.convolve(arg_0.sweepY,arg_0.kernel)


def Func(arg_0,arg_1):
    """given a key, return a list of values from the matrix with that key."""
    assert arg_1 in arg_0.dtype.names
    arg_2=arg_0.dtype.names.index(arg_1)
    arg_3=np.empty(len(arg_0))*np.nan
    for arg_4 in range(len(arg_0)):
        arg_3[arg_4]=arg_0[arg_4][arg_2]
    return arg_3


def Func(arg_0):
    """given a recarray, return it as a list of dicts."""

    # 1D array
    if "float" in str(type(arg_0[0])):
        arg_1={}
        for arg_2 in range(len(arg_0)):
            arg_1[arg_0.dtype.names[arg_2]]=arg_0[arg_2]
        return arg_1

    # 2D array
    arg_5=[]
    for arg_6 in range(len(arg_0)):
        arg_1={}
        for arg_2 in range(len(arg_0[arg_6])):
            arg_1[arg_0.dtype.names[arg_2]]=arg_0[arg_6][arg_2]
        arg_5.append(arg_1)
    return arg_5


def Func(arg_0,arg_1=True):
    """show everything we can about an object's projects and methods."""
    arg_2=""
    for arg_3 in sorted(dir(arg_0)):
        if not "__" in arg_3:
            arg_2+="%s\n"%arg_3
            try:
                arg_2+=" ^-VALUE: %s\n"%getattr(arg_0,arg_3)()
            except:
                pass
    if arg_1:
        arg_1=''+arg_2+''
        arg_1=arg_1.replace(" "," ").replace("\n","
")
        arg_4 = tempfile.gettempdir()+"/swhlab/checkout.html"
        with open(arg_4,'w') as f:
            f.write(arg_1)
        webbrowser.open(arg_4)
    print(arg_2.replace('','').replace('',''))


def Func(arg_0,arg_1=None,arg_2=None,arg_3=None,arg_4=None,arg_5=None):
    """Put 2d numpy data into a temporary HTML file."""
    if not arg_1:
        arg_1=[""]*len(arg_0[0])
        if arg_0.dtype.names:
            arg_1=list(arg_0.dtype.names)
    if not arg_2:
        arg_2=[""]*len(arg_0[0])
        for arg_6 in range(len(arg_2)):
            if arg_1[arg_6] in UNITS.keys():
                arg_2[arg_6]=UNITS[arg_1[arg_6]]
    if 'recarray' in str(type(arg_0)): #make it a regular array
        arg_0=arg_0.view(float).reshape(arg_0.shape + (-1,))
    if arg_5 and arg_5 in arg_1:
        arg_5=arg_1.index(arg_5)
        arg_1.insert(0,arg_1[arg_5])
        arg_2.insert(0,arg_2[arg_5])
        arg_0=np.insert(arg_0,0,arg_0[:,arg_5],1)

    arg_7 = tempfile.gettempdir()+"/swhlab/WKS-%s.%s.html"%(arg_3,arg_4)
    arg_8="""

    """
    arg_8+="
FauxRigin
"
    if arg_3 or arg_4:
        arg_8+='%s / %s

'%(arg_3,arg_4)
    arg_8+="
"
    #cols=list(range(len(names)))
    arg_9=['']
    for arg_6 in range(len(arg_2)):
        arg_10="%s (%d)"%(chr(arg_6+ord('A')),arg_6)
        arg_9.append(arg_10)
    arg_8+=htmlListToTR(arg_9,'labelCol','labelCol')
    arg_8+=htmlListToTR(['Long Name']+list(arg_1),'name',td1Class='labelRow')
    arg_8+=htmlListToTR(['Units']+list(arg_2),'units',td1Class='labelRow')
    arg_11=False
    for arg_12 in range(len(arg_0)):
        arg_8+=htmlListToTR([arg_12+1]+list(arg_0[arg_12]),trClass='data%d'%(arg_12%2),td1Class='labelRow')
        if arg_12>=200:
            arg_11=True
            break
    arg_8+="
"
    arg_8=arg_8.replace(">nan<",">--<")
    arg_8=arg_8.replace(">None<","><")
    if arg_11:
        arg_8+="
... showing only %d of %d rows ...
"%(arg_12,len(arg_0))
    arg_8+=""
    with open(arg_7,'w') as f:
        f.write(arg_8)
    webbrowser.open(arg_7)
    return


def Func(arg_0, arg_1, arg_2, arg_3):
    """mono-exponential curve."""
    return arg_1*np.exp(-arg_2*arg_0)+arg_3


def Func(arg_0):
    """Try to format anything as a 2D matrix with column names."""
    if type(arg_0) is list and type(arg_0[0]) is dict:
        return Func_listOfDicts(arg_0)
    if type(arg_0) is list and type(arg_0[0]) is list:
        return Func_listOfDicts(dictFlat(arg_0))
    else:
        print(" !! I don't know how to format this object!")
        print(arg_0)


def Func(arg_0,arg_1):
    """save something to a pickle file"""
    pickle.dump(arg_0, open(arg_1,"wb"),pickle.HIGHEST_PROTOCOL)
    return arg_0


def Func(arg_0):
    """determine the comment cooked in the protocol."""
    arg_1=open(arg_0,'rb')
    arg_2=arg_1.read(5000) #it should be in the first 5k of the file
    arg_1.close()
    arg_3="unknown"
    if b"SWHLab4[" in arg_2:
        arg_3=arg_2.split(b"SWHLab4[")[1].split(b"]",1)[0]
    elif b"SWH[" in arg_2:
        arg_3=arg_2.split(b"SWH[")[1].split(b"]",1)[0]
    else:
        arg_3="?"
    if not type(arg_3) is str:
        arg_3=arg_3.decode("utf-8")
    return arg_3


def Func(arg_0):
    """given an ABF file name, return the ABF of its parent."""
    arg_1=os.path.abspath(arg_0)
    arg_2=sorted(glob.glob(os.path.dirname(arg_1)+"/*.*"))
    arg_3=arg_0 #its own parent
    for arg_4 in arg_2:
        if arg_4.endswith(".abf") and arg_4.replace(".abf",".TIF") in arg_2:
            arg_3=os.path.basename(arg_4).replace(".abf","")
        if os.path.basename(arg_1) in arg_4:
            break
    return arg_3


def Func(arg_0,arg_1):
    """given an ABF and the groups dict, return the ID of its parent."""
    if ".abf" in arg_0:
        arg_0=os.path.basename(arg_0).replace(".abf","")
    for arg_2 in arg_1.keys():
        if arg_0 in arg_1[arg_2]:
            return arg_2
    return arg_0


def Func(arg_0):
    """given an ABF, find the parent, return that line of experiments.txt"""
    arg_1=getParent(arg_0)
    arg_1=os.path.basename(arg_1).replace(".abf","")
    arg_2=os.path.dirname(arg_0)+"/experiment.txt"
    if not os.path.exists(arg_2):
        return "no experiment file"
    with open(arg_2) as f:
        arg_3=f.readlines()
    for arg_4 in arg_3:
        if arg_4[0]=='~':
            arg_4=arg_4[1:].strip()
            if arg_4.startswith(arg_1):
                while "\t\t" in arg_4:
                    arg_4=arg_4.replace("\t\t","\t")
                arg_4=arg_4.replace("\t","\n")
                return arg_4
    return "experiment.txt found, but didn't contain %s"%arg_1


def Func(arg_0=arg_1,arg_2=False,arg_3=False):
    """May be given an ABF object or filename."""
    pylab.close('all')
    print(" ~~ Func()")
    if type(arg_0) is str:
        arg_0=swhlab.ABF(arg_0)
    swhlab.plot.new(arg_0,forceNewFigure=True)
    if arg_0.sweepInterval*arg_0.sweeps<60*5: #shorter than 5 minutes
        pylab.subplot(211)
        pylab.title("%s [%s]"%(arg_0.ID,arg_0.protoComment))
        swhlab.plot.sweep(arg_0,'all')
        pylab.subplot(212)
        swhlab.plot.sweep(arg_0,'all',continuous=True)
        swhlab.plot.comments(arg_0)
    else:
        print(" -- plotting as long recording")
        swhlab.plot.sweep(arg_0,'all',continuous=True,minutes=True)
        swhlab.plot.comments(arg_0,minutes=True)
        pylab.title("%s [%s]"%(arg_0.ID,arg_0.protoComment))
    swhlab.plot.annotate(arg_0)
    if arg_3:
        return
    if arg_2:
        arg_4=os.path.split(arg_0.fname)[0]
        arg_5=os.path.basename(arg_0.fname)
        pylab.savefig(os.path.join(arg_4,"_"+arg_5.replace(".abf",".png")))
    pylab.show()
    return


def Func(arg_0=None):
    """return an "FTP" object after logging in."""
    arg_1=os.path.realpath(__file__)
    for arg_2 in range(3):
        arg_1=os.path.dirname(arg_1)
    arg_3 = os.path.join(arg_1,"passwd.txt")
    print(" -- looking for login information in:\n   [%s]"%arg_3)
    try:
        with open(arg_3) as f:
            arg_4=f.readlines()
        arg_5=arg_4[0].strip()
        arg_6=arg_4[1].strip()
        print(" -- found a valid username/password")
    except:
        print(" -- password lookup FAILED.")
        arg_5=TK_askPassword("FTP LOGIN","enter FTP username")
        arg_6=TK_askPassword("FTP LOGIN","enter password for %s"%arg_5)
        if not arg_5 or not arg_6:
            print(" !! failed getting login info. aborting FTP effort.")
            return
    print("      username:",arg_5)
    print("      password:","*"*(len(arg_6)))
    print(" -- logging in to FTP ...")
    try:
        arg_7 = ftplib.FTP("swharden.com")
        arg_7.login(arg_5, arg_6)
        if arg_0:
            arg_7.cwd(arg_0)
        return arg_7
    except:
        print(" !! login failure !!")
        return False


def Func(arg_0,arg_1,arg_2=True):
    """upload everything from localFolder into the current FTP folder."""
    for arg_3 in glob.glob(arg_1+"/*.*"):
        ftp_upload(arg_0,arg_3)
    return


def Func(arg_0="input",arg_1="type here:"):
    """use the GUI to ask for a string."""
    arg_2 = tkinter.Tk()
    arg_2.withdraw() #hide tk window
    arg_2.attributes("-topmost", True) #always on top
    arg_2.lift() #bring to top
    arg_3=tkinter.simpledialog.askstring(arg_0,arg_1)
    arg_2.destroy()
    return arg_3


def Func(arg_0):
    """
    Import a blosc array into a numpy array.

    Arguments:
        data: A blosc packed numpy array

    Returns:
        A numpy array with data from a blosc compressed array
    """
    try:
        arg_1 = blosc.unpack_array(arg_0)
    except Exception as e:
        raise ValueError("Could not load numpy data. {}".format(e))

    return arg_1


def Func(arg_0):
    """
    Export a numpy array to a blosc array.

    Arguments:
        array: The numpy array to compress to blosc array

    Returns:
        Bytes/String. A blosc compressed array
    """
    try:
        arg_1 = blosc.pack_array(arg_0)
    except Exception as e:
        raise ValueError("Could not compress data from array. {}".format(e))

    return arg_1


def Func(arg_0, arg_1, arg_2):
        """Add a workspace entry in user config file."""
        if not (os.path.exists(arg_2)):
            raise ValueError("Workspace path `%s` doesn't exists." % arg_2)

        if (arg_0.exists(arg_1)):
            raise ValueError("Workspace `%s` already exists." % arg_1)

        arg_0.config["workspaces"][arg_1] = {"path": arg_2, "repositories": {}}
        arg_0.config.write()


def Func(arg_0):
        """List all available workspaces."""
        arg_1 = {}

        for arg_2, arg_3 in arg_0.config["workspaces"].items():
            arg_1[arg_2] = dict({"name": arg_2}, **arg_3)

        return arg_1


def Func(arg_0, arg_1, arg_2):
        """Return True if workspace contains repository name."""
        if not arg_0.exists(arg_1):
            return False

        arg_3 = arg_0.list()
        return arg_2 in arg_3[arg_1]["repositories"]


def Func(arg_0, arg_1):
        """Synchronise workspace's repositories."""
        arg_2 = arg_0.config["workspaces"][arg_1]["path"]
        arg_3 = arg_0.config["workspaces"][arg_1]["repositories"]

        arg_4 = logging.getLogger(__name__)
        arg_5 = Color()

        for arg_6 in os.listdir(arg_2):
            try:
                arg_7 = Repository(os.path.join(arg_2, arg_6))
            except RepositoryError:
                continue
            else:
                arg_3[arg_6] = arg_7.path

        for arg_8, arg_2 in arg_3.items():
            arg_4.info(arg_5.colored(
                " - %s" % arg_8, "blue"))

        arg_0.config["workspaces"][arg_1]["repositories"]
        arg_0.config.write()


def Func():
    """check out the arguments and figure out what to do."""
    if len(sys.argv)<2:
        print("\n\nERROR:")
        print("this script requires arguments!")
        print('try "python command.py info"')
        return
    if sys.argv[1]=='info':
        print("import paths:\n ","\n  ".join(sys.path))
        print()
        print("python version:",sys.version)
        print("SWHLab path:",__file__)
        print("SWHLab version:",swhlab.__version__)
        return
    if sys.argv[1]=='glanceFolder':
        arg_0=swhlab.common.gui_getFolder()
        if not arg_0 or not os.path.isdir(arg_0):
            print("bad path")
            return
        arg_1=sorted(glob.glob(arg_0+"/*.abf"))
        arg_2=tempfile.gettempdir()+"/swhlab/"
        if os.path.exists(arg_2):
            shutil.rmtree(arg_2)
        os.mkdir(arg_2)
        arg_3=arg_2+"/index.html"
        arg_4=''
        arg_4+='
%s
'%arg_0
        for arg_5,arg_6 in enumerate(arg_1):
            print("\n\n### PROCESSING %d of %d"%(arg_5,len(arg_1)))
            arg_7=os.path.join(os.path.dirname(arg_2),os.path.basename(arg_6))+".png"
            arg_4+='

%s
'%os.path.abspath(arg_6)
            arg_4+='
'%(arg_7,arg_7)
            swhlab.analysis.glance.processAbf(arg_6,arg_7)
        arg_4+=''
        with open(arg_3,'w') as f:
            f.write(arg_4)
        webbrowser.open_new_tab(arg_3)
        return

    print("\n\nERROR:\nI'm not sure how to process these arguments!")
    print(sys.argv)


def Func(arg_0, arg_1):
    """Clone a repository."""
    arg_2 = None
    if arg_0[:4] == "git@" or arg_0[-4:] == ".git":
        arg_2 = Git(arg_1)
    if arg_0[:6] == "svn://":
        arg_2 = Svn(arg_1)
    if arg_0[:6] == "bzr://":
        arg_2 = Bzr(arg_1)
    if arg_0[:9] == "ssh://hg@":
        arg_2 = Hg(arg_1)

    if arg_2 is None:
        raise RepositoryAdapterNotFound(
            "Can't find adapter for `%s` repository url" % arg_0)

    return arg_2.Func(arg_0)


def Func(arg_0):
    """
    Converts an array to its voxel list.

    Arguments:
        array (numpy.ndarray): A numpy nd array. This must be boolean!

    Returns:
        A list of n-tuples
    """
    if type(arg_0) is not numpy.ndarray:
        raise ValueError("array argument must be of type numpy.ndarray")
    return numpy.argwhere(arg_0)