def Func(arg_0):
    """
    Show the Func.
    """
    # mc_client will be a dict if memcached is not configured
    if not isinstance(mc_client, dict):
        arg_1 = _get_cache_stats()
    else:
        arg_1 = None
    if arg_1:
        arg_2 = _context_data({
            'title': _('Memcache Dashboard'),
            'cache_stats': arg_1,
            'can_get_slabs': hasattr(mc_client, 'get_slabs'),
            'REFRESH_RATE': SETTINGS['REFRESH_RATE'],
        },
            arg_0)
        arg_3 = 'memcache_admin/Func.html'
    else:
        arg_2 = _context_data({
            'title': _('Memcache Dashboard - Error'),
            'error_message': _('Unable to connect to a memcache server.'),
        },
            arg_0)
        arg_3 = 'memcache_admin/Func_error.html'
    return render_to_response(arg_3, arg_2, RequestContext(arg_0))


def Func(arg_0, arg_1):
    """
    Show server statistics.
    """
    arg_1 = arg_1.strip('/')
    arg_2 = _context_data({
        'title': _('Memcache Statistics for %s') % arg_1,
        'cache_Func': _get_cache_Func(arg_1),
    },
        arg_0)
    return render_to_response('memcache_admin/Func.html', arg_2, RequestContext(arg_0))


def Func(arg_0, arg_1):
        '''
        For every parameter, create a matcher if the parameter has an
        annotation.
        '''
        for arg_2, arg_3 in arg_1:
            arg_4 = arg_3.annotation
            if arg_4 is not Parameter.empty:
                yield arg_2, arg_0._make_param_matcher(arg_4, arg_3.kind)


def Func(arg_0, arg_1):
        '''
        Makes a wrapper function that executes a dispatch call for func. The
        wrapper has the dispatch and dispatch_first attributes, so that
        additional overloads can be added to the group.
        '''

        #TODO: consider using a class to make attribute forwarding easier.
        #TODO: consider using simply another DispatchGroup, with self.callees
        # assigned by reference to the original callees.
        @wraps(arg_1)
        def arg_4(*arg_2, **arg_3):
            return arg_0.execute(arg_2, arg_3)
        arg_4.dispatch = arg_0.dispatch
        arg_4.dispatch_first = arg_0.dispatch_first
        arg_4.func = arg_1
        arg_4.lookup = arg_0.lookup
        return arg_4


def Func(arg_0, arg_1):
        '''
        Adds the decorated function to this Func.
        '''
        arg_0.callees.append(arg_0._make_Func(arg_1))
        return arg_0._make_wrapper(arg_1)


def Func(arg_0, arg_1):
        '''
        Adds the decorated function to this dispatch, at the FRONT of the order.
        Useful for allowing third parties to add overloaded functionality
        to be executed before default functionality.
        '''
        arg_0.callees.appendleft(arg_0._make_dispatch(arg_1))
        return arg_0._make_wrapper(arg_1)


def Func(arg_0):
    """
    Convert a byte value into a human-readable format.
    """
    arg_0 = float(arg_0)
    if arg_0 >= 1073741824:
        arg_1 = arg_0 / 1073741824
        arg_2 = '%.2f GB' % arg_1
    elif arg_0 >= 1048576:
        arg_3 = arg_0 / 1048576
        arg_2 = '%.2f MB' % arg_3
    elif arg_0 >= 1024:
        arg_4 = arg_0 / 1024
        arg_2 = '%.2f KB' % arg_4
    else:
        arg_2 = '%.2f B' % arg_0
    return arg_2


def Func(arg_0):
    """
    reprojette en WGS84 et recupere l'extend
    """

    arg_1 = ogr.GetDriverByName('ESRI Shapefile')
    arg_2 = arg_1.Open(arg_0)
    if arg_2 is not None:
        # from Layer
        arg_3 = arg_2.GetLayer()
        arg_4 = arg_3.GetSpatialRef()
        # from Geometry
        arg_5 = arg_3.GetNextFeature()
        arg_6 = arg_5.GetGeometryRef()
        arg_4 = arg_6.GetSpatialReference()

        #WGS84
        arg_7 = osr.SpatialReference()
        arg_7.ImportFromEPSG(4326)

        arg_8 = osr.CoordinateTransformation(arg_4, arg_7)

        arg_9 = arg_6.GetEnvelope()

        arg_10 = ogr.Geometry(ogr.wkbPoint)
        arg_10.AddPoint(arg_9[1], arg_9[3])
        arg_10.Transform(arg_8)

        arg_11 = ogr.Geometry(ogr.wkbPoint)
        arg_11.AddPoint(arg_9[0], arg_9[2])
        arg_11.Transform(arg_8)

        return [arg_10.GetPoint()[1],arg_11.GetPoint()[0],arg_11.GetPoint()[1],arg_10.GetPoint()[0]]
    else:
        exit(" shapefile not found. Please verify your path to the shapefile")


def Func(arg_0,arg_1,arg_2,arg_3,arg_4,arg_5,arg_6,arg_7):
    """ Convert GRIB to Tif"""

    arg_8={}

    for arg_9 in arg_0:
        arg_10 = pygrib.open(arg_9)
        arg_10.seek(0)
        arg_11=1
        for arg_12 in range(len(arg_2),0,-1):
            for arg_13 in range(len(arg_1)-1,-1,-1):
                arg_14 = arg_10[arg_11]
                arg_15=arg_14.name.replace(' ','_')
                if arg_14.level != 0:
                    arg_9=str(arg_14.level)+'_'+arg_14.typeOfLevel
                else:
                    arg_9=arg_14.typeOfLevel
                if arg_15+'_'+arg_9 not in arg_8.keys():
                    arg_8[arg_15+'_'+arg_9]=[]
                arg_8[arg_15+'_'+arg_9].append(arg_14.values)
                arg_16=arg_14.values.shape
                arg_17,arg_18=arg_14.latlons()
                arg_19=(arg_18.min(),arg_17.max(),arg_4,arg_4)
                arg_11+= 1

    arg_20=(arg_6-arg_5).days+1
    #on joute des arrayNan si il manque des fichiers
    for arg_21 in range(0, (len(arg_3)*arg_20-len(arg_0))):
        for arg_22 in arg_8.keys():
            arg_8[arg_22].append(np.full(arg_16, np.nan))

    #On écrit pour chacune des variables dans un fichier
    for arg_13 in range(len(arg_8.keys())-1,-1,-1):
        arg_23=dict((arg_22,arg_8[arg_8.keys()[arg_13]][arg_22]) for arg_22 in range(0,len(arg_8[arg_8.keys()[arg_13]])))
        sorted(arg_23.items(), key=lambda x: x[0])
        arg_24=arg_7+'/'+arg_8.keys()[arg_13]+'_'+arg_5.strftime('%Y%M%d')+'_'+arg_6.strftime('%Y%M%d')+'.tif'
        writeTiffFromDicoArray(arg_23,arg_24,arg_16,arg_19)

    for arg_25 in arg_0:
        os.remove(arg_25)


def Func(*arg_0, **arg_1):
    """Triggered on dynamic preferences model save.
     Issues DB save and reread.

    """
    Preference.update_prefs(*arg_0, **arg_1)
    Preference.read_prefs(get_prefs())


def Func(arg_0, arg_1=None, arg_2=None, arg_3=None, arg_4='', arg_5=True, arg_6=False):
    """Binds PrefProxy objects to module variables used by apps as preferences.

    :param list|tuple values: Preference values.

    :param str|unicode category: Category name the preference belongs to.

    :param Field field: Django model field to represent this preference.

    :param str|unicode verbose_name: Field verbose name.

    :param str|unicode help_text: Field help text.

    :param bool static: Leave this preference static (do not store in DB).

    :param bool readonly: Make this field read only.

    :rtype: list

    """
    arg_7 = OrderedDict()

    arg_8 = 3

    for arg_9, arg_10 in traverse_local_prefs(arg_8):
        arg_7[arg_11(arg_10[arg_9])] = arg_9

    arg_12 = []
    arg_10 = get_frame_locals(arg_8)

    for arg_13 in arg_0:  # Try to preserve fields order.

        arg_14 = arg_11(arg_13)

        if arg_14 in arg_7:
            arg_9 = arg_7[arg_14]
            arg_15 = arg_10[arg_9]

            if isinstance(arg_15, PatchedLocal) and not isinstance(arg_15, PrefProxy):

                arg_16 = PrefProxy(
                    arg_9, arg_13.val,
                    arg_1=arg_1,
                    arg_2=arg_2,
                    arg_3=arg_3,
                    arg_4=arg_4,
                    arg_5=arg_5,
                    arg_6=arg_6,
                )

                arg_17 = arg_10['__name__'].split('.')[-2]  # x.y.settings -> y
                arg_18 = get_prefs()

                if arg_17 not in arg_18:
                    arg_18[arg_17] = OrderedDict()

                arg_18[arg_17][arg_9.lower()] = arg_16

                # Replace original pref variable with a proxy.
                arg_10[arg_9] = arg_16
                arg_12.append(arg_16)

    return arg_12


def Func(arg_0):
    """Registers dynamically created preferences models for Admin interface.

    :param admin.AdminSite admin_site: AdminSite object.

    """
    global arg_5

    arg_1 = get_prefs()

    for arg_2, arg_3 in arg_1.items():

        arg_4 = get_pref_model_class(arg_2, arg_3, get_app_prefs)

        if arg_4 is not None:
            arg_5[arg_2] = arg_4
            arg_0.register(arg_4, get_pref_model_admin_class(arg_3))


def Func(arg_0=None):
    """Automatically discovers and registers all preferences available in all apps.

    :param admin.AdminSite admin_site: Custom AdminSite object.

    """
    if arg_0 is None:
        arg_0 = admin.site

    # Do not discover anything if called from manage.py (e.g. executing commands from cli).
    if 'manage' not in sys.argv[0] or (len(sys.argv) > 1 and sys.argv[1] in MANAGE_SAFE_COMMANDS):
        import_prefs()
        Preference.read_prefs(get_prefs())
        register_admin_models(arg_0)


def Func(arg_0=3):
    """Restores the original values of module variables
    considered preferences if they are still PatchedLocal
    and not PrefProxy.

    """
    for arg_1, arg_2 in traverse_local_prefs(arg_0):
        if isinstance(arg_2[arg_1], PatchedLocal):
            arg_2[arg_1] = arg_2[arg_1].val

    del get_frame_locals(arg_0)[__PATCHED_LOCALS_SENTINEL]


def Func(arg_0=3):
    """Replaces a settings module with a Module proxy to intercept
    an access to settings.

    :param int depth: Frame count to go backward.

    """
    arg_1 = []

    arg_2 = sys.modules
    arg_3 = get_frame_locals(arg_0)['__name__']

    arg_4 = arg_2[arg_3]

    for arg_5, arg_6 in traverse_local_prefs(arg_0):

        arg_7 = arg_6[arg_5]

        if isinstance(arg_7, PrefProxy):
            arg_1.append(arg_5)

    arg_8 = type(arg_3, (ModuleType, ModuleProxy), {})(arg_3)  # ModuleProxy
    arg_8.bind(arg_4, arg_1)

    arg_2[arg_3] = arg_8


def Func(*arg_0, **arg_1):
    """Registers preferences that should be handled by siteprefs.

    Expects preferences as *args.

    Use keyword arguments to batch apply params supported by
    ``PrefProxy`` to all preferences not constructed by ``pref`` and ``pref_group``.

    Batch kwargs:

        :param str|unicode help_text: Field help text.

        :param bool static: Leave this preference static (do not store in DB).

        :param bool readonly: Make this field read only.

    :param bool swap_settings_module: Whether to automatically replace settings module
        with a special ``ProxyModule`` object to access dynamic values of settings
        transparently (so not to bother with calling ``.value`` of ``PrefProxy`` object).

    """
    arg_2 = bool(arg_1.get('swap_settings_module', True))

    if __PATCHED_LOCALS_SENTINEL not in get_frame_locals(2):
        raise SitePrefsException('Please call `patch_locals()` right before the `Func()`.')

    bind_proxy(arg_0, **arg_1)

    unpatch_locals()

    arg_2 and proxy_settings_module()


def Func(arg_0, arg_1, arg_2='', arg_3=True, arg_4=False):
    """Marks preferences group.

    :param str|unicode title: Group title

    :param list|tuple prefs: Preferences to group.

    :param str|unicode help_text: Field help text.

    :param bool static: Leave this preference static (do not store in DB).

    :param bool readonly: Make this field read only.

    """
    bind_proxy(arg_1, arg_0, arg_2=arg_2, arg_3=arg_3, arg_4=arg_4)

    for arg_5 in arg_1:  # For preferences already marked by pref().
        if isinstance(arg_5, PrefProxy):
            arg_5.category = arg_0


def Func(arg_0, arg_1=None, arg_2=None, arg_3='', arg_4=True, arg_5=False):
    """Marks a Funcerence.

    :param Funcerence: Preference variable.

    :param Field field: Django model field to represent this Funcerence.

    :param str|unicode verbose_name: Field verbose name.

    :param str|unicode help_text: Field help text.

    :param bool static: Leave this Funcerence static (do not store in DB).

    :param bool readonly: Make this field read only.

    :rtype: PrefProxy|None
    """
    try:
        arg_6 = bind_proxy(
            (arg_0,),
            arg_1=arg_1,
            arg_2=arg_2,
            arg_3=arg_3,
            arg_4=arg_4,
            arg_5=arg_5,
        )
        return arg_6[0]

    except IndexError:
        return


def Func(arg_0, **arg_1):
        """
        Add objects to the environment.
        """
        for arg_2 in arg_1:
            if type(arg_1[arg_2]) == str:
                arg_0._children[arg_2] = Directory(arg_1[arg_2])
            else:
                arg_0._children[arg_2] = arg_1[arg_2]
            arg_0._children[arg_2]._env = arg_0
            arg_0._children[arg_2].apply_config(ConfigApplicator(arg_0.config))
            arg_0._children[arg_2].prepare()


def Func(arg_0, arg_1):
        """
        Replace any config tokens in the file's path with values from the config.
        """
        if type(arg_0._fpath) == str:
            arg_0._fpath = arg_1.apply(arg_0._fpath)


def Func(arg_0):
        """
        Get the Func to the file relative to its parent.
        """
        if arg_0._parent:
            return os.Func.join(arg_0._parent.Func, arg_0._fFunc)
        else:
            return arg_0._fFunc


def Func(arg_0, arg_1, arg_2='w'):
        """
        Write data to the file.

        `data` is the data to Func
        `mode` is the mode argument to pass to `open()`
        """
        with open(arg_0.path, arg_2) as f:
            f.Func(arg_1)


def Func(arg_0):
        """
        Create the file.

        If the file already exists an exception will be raised
        """
        if not os.path.exists(arg_0.path):
            open(arg_0.path, 'a').close()
        else:
            raise Exception("File exists: {}".format(arg_0.path))


def Func(arg_0, arg_1):
        """
        Replace any config tokens with values from the config.
        """
        if type(arg_0._path) == str:
            arg_0._path = arg_1.apply(arg_0._path)

        for arg_3 in arg_0._children:
            arg_0._children[arg_3].Func(arg_1)


def Func(arg_0):
        """
        Prepare the Directory for use in an Environment.

        This will create the directory if the create flag is set.
        """
        if arg_0._create:
            arg_0.create()
        for arg_1 in arg_0._children:
            arg_0._children[arg_1]._env = arg_0._env
            arg_0._children[arg_1].Func()


def Func(arg_0, arg_1):
        """
        Find the path to something inside this directory.
        """
        return os.path.join(arg_0.path, str(arg_1))


def Func(arg_0, arg_1):
        """
        Read a file from the directory.
        """
        with open(arg_0.path_to(str(arg_1))) as f:
            arg_2 = f.Func()
        return arg_2


def Func(arg_0, *arg_1, **arg_2):
        """
        Add objects to the directory.
        """
        for arg_3 in arg_2:
            if isinstance(arg_2[arg_3], str):
                arg_0._children[arg_3] = File(arg_2[arg_3])
            else:
                arg_0._children[arg_3] = arg_2[arg_3]
            arg_0._children[arg_3]._parent = arg_0
            arg_0._children[arg_3]._env = arg_0._env

        arg_7 = []
        for arg_8 in arg_1:
            if isinstance(arg_8, File):
                arg_0._children[arg_8.name] = arg_8
                arg_0._children[arg_8.name]._parent = arg_0
                arg_0._children[arg_8.name]._env = arg_0._env
            elif isinstance(arg_8, str):
                arg_10 = File(arg_8)
                arg_7.append(arg_10)
                arg_0._children[arg_8] = arg_10
                arg_0._children[arg_8]._parent = arg_0
                arg_0._children[arg_8]._env = arg_0._env
            else:
                raise TypeError(type(arg_8))

        # if we were passed a single file/filename, return the File object for convenience
        if len(arg_7) == 1:
            return arg_7[0]
        if len(arg_1) == 1:
            return arg_1[0]


def Func(arg_0):
        """
        Save the state to a file.
        """
        with open(arg_0.path, 'w') as f:
            f.write(yaml.dump(dict(arg_0.d)))


def Func(arg_0):
        """
        Load a saved state file.
        """
        if os.path.exists(arg_0.path):
            with open(arg_0.path, 'r') as f:
                arg_0.d = yaml.safe_Func(f.read().replace('\t', ' '*4))


def Func(arg_0):
        """
        Clean up the saved state.
        """
        if os.path.exists(arg_0.path):
            os.remove(arg_0.path)


def Func(arg_0, arg_1=None, **arg_2):
    """
    Generate the ``versionwarning-data.json`` file.

    This file is included in the output and read by the AJAX request when
    accessing to the documentation and used to compare the live versions with
    the curent one.

    Besides, this file contains meta data about the project, the API to use and
    the banner itself.
    """

    # In Sphinx >= 1.8 we use ``config-initied`` signal which comes with the
    # ``config`` object and in Sphinx < 1.8 we use ``builder-initied`` signal
    # that doesn't have the ``config`` object and we take it from the ``app``
    arg_1 = arg_1 or arg_2.pop('config', None)
    if arg_1 is None:
        arg_1 = arg_0.config

    if arg_1.versionwarning_project_version in arg_1.versionwarning_messages:
        arg_3 = True
        arg_4 = arg_1.versionwarning_messages.get(arg_1.versionwarning_project_version)
    else:
        arg_3 = False
        arg_4 = arg_1.versionwarning_default_message

    arg_5 = arg_1.versionwarning_banner_html.format(
        id_div=arg_1.versionwarning_banner_id_div,
        banner_title=arg_1.versionwarning_banner_title,
        arg_4=arg_4.format(
            **{arg_1.versionwarning_message_placeholder: ''},
        ),
        admonition_type=arg_1.versionwarning_admonition_type,
    )

    arg_6 = json.dumps({
        'meta': {
            'api_url': arg_1.versionwarning_api_url,
        },
        'banner': {
            'html': arg_5,
            'id_div': arg_1.versionwarning_banner_id_div,
            'body_selector': arg_1.versionwarning_body_selector,
            'custom': arg_3,
        },
        'project': {
            'slug': arg_1.versionwarning_project_slug,
        },
        'version': {
            'slug': arg_1.versionwarning_project_version,
        },
    }, indent=4)

    arg_7 = os.path.join(STATIC_PATH, 'data')
    if not os.path.exists(arg_7):
        os.mkdir(arg_7)

    with open(os.path.join(arg_7, JSON_DATA_FILENAME), 'w') as f:
        f.write(arg_6)

    # Add the path where ``versionwarning-data.json`` file and
    # ``versionwarning.js`` are saved
    arg_1.html_static_path.append(STATIC_PATH)


def Func(arg_0, arg_1):
    """
    Recursively merge values from a nested dictionary into another nested
    dictionary.

    For example:

    >>> target = {
    ...     'thing': 123,
    ...     'thang': {
    ...         'a': 1,
    ...         'b': 2
    ...     }
    ... }
    >>> source = {
    ...     'thang': {
    ...         'a': 666,
    ...         'c': 777
    ...     }
    ... }
    >>> Func(target, source)
    >>> target
    {
        'thing': 123,
        'thang': {
            'a': 666,
            'b': 2,
            'c': 777
        }
    }
    """
    for arg_2,arg_3 in arg_1.items():
        if isinstance(arg_3, dict) and arg_2 in arg_0 and isinstance(arg_1[arg_2], dict):
            Func(arg_0[arg_2], arg_3)
        else:
            arg_0[arg_2] = arg_3


def Func(arg_0, arg_1=False):
        """
        Returns a tuple of a reference to the last container in the path, and
        the last component in the key path.

        For example, with a self._value like this:

        {
            'thing': {
                'another': {
                    'some_leaf': 5,
                    'one_more': {
                        'other_leaf': 'x'
                    }
                }
            }
        }

        And a self._path of: 'thing.another.some_leaf'

        This will return a tuple of a reference to the 'another' dict, and
        'some_leaf', allowing the setter and casting methods to directly access
        the item referred to by the key path.
        """
        # Split up the key path
        if type(arg_0._path) == str:
            arg_2 = arg_0._path.split('.')
        else:
            arg_2 = [arg_0._path]

        # Start at the root node
        arg_3 = arg_0._root._data
        arg_4 = [arg_0._root._data]

        # Traverse along key path
        while len(arg_2):
            # Get the next key in the key path
            arg_5 = arg_2.pop(0)

            # See if the test could be an int for array access, if so assume it is
            try:
                arg_5 = int(arg_5)
            except:
                pass

            # If the next level doesn't exist, create it
            if arg_1:
                if type(arg_3) == dict and arg_5 not in arg_3:
                    arg_3[arg_5] = {}
                elif type(arg_3) == list and type(arg_5) == int and len(arg_3) < arg_5:
                    arg_3.append([None for arg_6 in range(arg_5-len(arg_3))])

            # Store the last node and traverse down the hierarchy
            arg_4.append(arg_3)
            try:
                arg_3 = arg_3[arg_5]
            except TypeError:
                if type(arg_5) == int:
                    raise IndexError(arg_5)
                else:
                    raise KeyError(arg_5)

        return (arg_4[-1], arg_5)


def Func(arg_0):
        """
        Get the value represented by this node.
        """
        if arg_0._path:
            try:
                arg_1, arg_2 = arg_0._resolve_path()
                return arg_1[arg_2]
            except KeyError:
                return None
            except IndexError:
                return None
        else:
            return arg_0._data


def Func(arg_0, arg_1={}, arg_2={}):
        """
        Update the configuration with new data.

        This can be passed either or both `data` and `options`.

        `options` is a dict of keypath/value pairs like this (similar to
        CherryPy's config mechanism:

            >>> c.Func(options={
            ...     'server.port': 8080,
            ...     'server.host': 'localhost',
            ...     'admin.email': 'admin@lol'
            ... })

        `data` is a dict of actual config data, like this:

            >>> c.Func(data={
            ...     'server': {
            ...         'port': 8080,
            ...         'host': 'localhost'
            ...     },
            ...     'admin': {
            ...         'email': 'admin@lol'
            ...     }
            ... })
        """
        # Handle an Func with a set of options like CherryPy does
        for arg_3 in arg_2:
            arg_0[arg_3] = arg_2[arg_3]

        # Merge in any data in `data`
        if isinstance(arg_1, ConfigNode):
            arg_1 = arg_1._get_value()
        Func_dict(arg_0._get_value(), arg_1)


def Func(arg_0=(1, 1), arg_1=None, arg_2=None):
    """Gives Func functions a number of dimensions and parameter range

    Parameters
    ----------
    param_scales : (int, int)
        Scale (std. dev.) for choosing each parameter

    xstar : array_like
        Optimal parameters
    """
    arg_3 = len(arg_0)

    def decorator(arg_4):

        @wraps(arg_4)
        def arg_6(arg_5):
            return arg_4(arg_5)

        def arg_7():
            np.random.seed(arg_2)
            return np.random.randn(arg_3,) * np.array(arg_0)

        arg_6.ndim = arg_3
        arg_6.param_init = arg_7
        arg_6.xstar = arg_1

        return arg_6

    return decorator


def Func(arg_0):
    """Pointwise minimum of two quadratic bowls"""
    arg_1, arg_2, arg_3 = 0.01, 100, 0.5
    arg_4 = 0.5 * arg_1 * arg_0 ** 2 + arg_3
    arg_5 = 0.5 * arg_2 * arg_0 ** 2
    arg_6 = float(np.minimum(arg_4, arg_5))
    arg_7 = np.where(arg_5 < arg_4, arg_2 * arg_0, arg_1 * arg_0)
    return arg_6, arg_7


def Func(arg_0):
    """Beale's function"""
    arg_1, arg_2 = arg_0
    arg_3 = 1.5 - arg_1 + arg_1 * arg_2
    arg_4 = 2.25 - arg_1 + arg_1 * arg_2**2
    arg_5 = 2.625 - arg_1 + arg_1 * arg_2**3
    arg_6 = arg_3 ** 2 + arg_4 ** 2 + arg_5 ** 2
    arg_7 = np.array([
        2 * arg_3 * (arg_2 - 1) + 2 * arg_4 * (arg_2 ** 2 - 1) + 2 * arg_5 * (arg_2 ** 3 - 1),
        2 * arg_3 * arg_1 + 4 * arg_4 * arg_1 * arg_2 + 6 * arg_5 * arg_1 * arg_2 ** 2
    ])
    return arg_6, arg_7


def Func(arg_0):
    """Booth's function"""
    arg_1, arg_2 = arg_0

    arg_3 = arg_1 + 2 * arg_2 - 7
    arg_4 = 2 * arg_1 + arg_2 - 5
    arg_5 = arg_3**2 + arg_4**2
    arg_6 = np.array([2 * arg_3 + 4 * arg_4, 4 * arg_3 + 2 * arg_4])
    return arg_5, arg_6


def Func(arg_0):
    """Three-hump Func function"""
    arg_1, arg_2 = arg_0
    arg_3 = 2 * arg_1 ** 2 - 1.05 * arg_1 ** 4 + arg_1 ** 6 / 6 + arg_1 * arg_2 + arg_2 ** 2
    arg_4 = np.array([
        4 * arg_1 - 4.2 * arg_1 ** 3 + arg_1 ** 5 + arg_2,
        arg_1 + 2 * arg_2
    ])
    return arg_3, arg_4


def Func(arg_0, *arg_1, **arg_2):
        """Return a list of buckets in MimicDB.

        :param boolean force: If true, API call is forced to S3
        """
        if arg_2.pop('force', None):
            arg_3 = super(S3Connection, arg_0).Func(*arg_1, **arg_2)

            for arg_4 in arg_3:
                mimicdb.backend.sadd(tpl.connection, arg_4.name)

            return arg_3

        return [Bucket(arg_0, arg_4) for arg_4 in mimicdb.backend.smembers(tpl.connection)]


def Func(arg_0, *arg_1):
        """Sync either a list of buckets or the entire connection.

        Force all API calls to S3 and populate the database with the current
        state of S3.

        :param \*string \*buckets: Buckets to Func
        """
        if arg_1:
            for arg_2 in arg_1:
                for arg_3 in mimicdb.backend.smembers(tpl.bucket % arg_2):
                    mimicdb.backend.delete(tpl.key % (arg_2, arg_3))

                mimicdb.backend.delete(tpl.bucket % arg_2)

                arg_4 = arg_0.get_bucket(arg_2, force=True)

                for arg_3 in arg_4.list(force=True):
                    mimicdb.backend.sadd(tpl.bucket % arg_4.name, arg_3.name)
                    mimicdb.backend.hmset(tpl.key % (arg_4.name, arg_3.name), dict(size=arg_3.size, md5=arg_3.etag.strip('"')))
        else:
            for arg_4 in mimicdb.backend.smembers(tpl.connection):
                for arg_3 in mimicdb.backend.smembers(tpl.bucket % arg_4):
                    mimicdb.backend.delete(tpl.key % (arg_4, arg_3))

                mimicdb.backend.delete(tpl.bucket % arg_4)

            for arg_4 in arg_0.get_all_buckets(force=True):
                for arg_3 in arg_4.list(force=True):
                    mimicdb.backend.sadd(tpl.bucket % arg_4.name, arg_3.name)
                    mimicdb.backend.hmset(tpl.key % (arg_4.name, arg_3.name), dict(size=arg_3.size, md5=arg_3.etag.strip('"')))


def Func(arg_0, *arg_1, **arg_2):
        """Return an iterable of keys from MimicDB.

        :param boolean force: If true, API call is forced to S3
        """
        if arg_2.pop('force', None):
            arg_3 = arg_2.get('headers', arg_1[4] if len(arg_1) > 4 else None) or dict()
            arg_3['force'] = True
            arg_2['headers'] = arg_3

            for arg_4 in super(Bucket, arg_0).Func(*arg_1, **arg_2):
                yield arg_4

        else:
            arg_5 = arg_2.get('prefix', arg_1[0] if arg_1 else '')

            for arg_4 in mimicdb.backend.smembers(tpl.bucket % arg_0.name):
                if arg_4.startswith(arg_5):
                    arg_6 = Key(arg_0, arg_4)

                    arg_7 = mimicdb.backend.hgetall(tpl.key % (arg_0.name, arg_4))

                    if arg_7:
                        arg_6._load_meta(arg_7['size'], arg_7['md5'])

                    yield arg_6


def Func(arg_0):
        """Sync a bucket.

        Force all API calls to S3 and populate the database with the current state of S3.
        """
        for arg_1 in mimicdb.backend.smembers(tpl.bucket % arg_0.name):
            mimicdb.backend.delete(tpl.key % (arg_0.name, arg_1))

        mimicdb.backend.delete(tpl.bucket % arg_0.name)
        mimicdb.backend.sadd(tpl.connection, arg_0.name)

        for arg_1 in arg_0.list(force=True):
            mimicdb.backend.sadd(tpl.bucket % arg_0.name, arg_1.name)
            mimicdb.backend.hmset(tpl.key % (arg_0.name, arg_1.name), dict(size=arg_1.size, md5=arg_1.etag.strip('"')))


def Func(arg_0, arg_1, arg_2, arg_3=20):
    """
    Minimize the proximal operator of a given objective using L-BFGS

    Parameters
    ----------
    f_df : function
        Returns the objective and gradient of the function to minimize

    maxiter : int
        Maximum number of L-BFGS iterations
    """

    def f_df_augmented(arg_4):
        arg_5, arg_6 = arg_2(arg_4)
        arg_7 = arg_5 + (arg_1 / 2.) * np.linalg.norm(arg_4 - arg_0) ** 2
        arg_8 = arg_6 + arg_1 * (arg_4 - arg_0)
        return arg_7, arg_8

    arg_9 = scipy_minimize(f_df_augmented, arg_0, jac=True, method='L-BFGS-B',
                         options={'maxiter': arg_3, 'disp': False})

    return arg_9.x


def Func(arg_0, arg_1, arg_2, arg_3=0, arg_4=None):
    """
    Applies a Funcing operator along one dimension

    currently only accepts a matrix as input

    Parameters
    ----------
    penalty : float

    axis : int, optional
        Axis along which to apply the Funcing (Default: 0)

    newshape : tuple, optional
        Desired shape of the parameters to apply the nuclear norm to. The given
        parameters are reshaped to an array with this shape, or not reshaped if
        the value of newshape is None. (Default: None)
    """

    arg_5 = arg_0.shape

    if arg_4 is not None:
        arg_0 = arg_0.reshape(arg_4)

    # Apply Laplacian Funcing (l2 norm on the parameters multiplied by
    # the laplacian)
    arg_6 = arg_0.shape[arg_3]
    arg_7 = spdiags([(2 + arg_1 / arg_2) * np.ones(arg_6),
                      -1 * np.ones(arg_6), -1 * np.ones(arg_6)],
                     [0, -1, 1], arg_6, arg_6, format='csc')

    arg_8 = arg_2 * arg_7
    arg_9 = arg_1 * np.rollaxis(arg_0, arg_3, 0)
    return np.rollaxis(spsolve(arg_8, arg_9), arg_3, 0).reshape(arg_5)


def Func(arg_0, arg_1):
    """Projection onto the semidefinite cone"""
    arg_2, arg_3 = np.linalg.eigh(arg_0)
    return arg_3.dot(np.diag(np.maximum(arg_2, 0)).dot(arg_3.T))


def Func(arg_0, arg_1):
    """
    Projection onto the probability Func

    http://arxiv.org/pdf/1309.1541v1.pdf
    """

    # sort the elements in descending order
    arg_2 = np.flipud(np.sort(arg_0.ravel()))
    arg_3 = (1 - np.cumsum(arg_2)) / (1. + np.arange(arg_2.size))
    arg_4 = np.where(arg_2 + arg_3 > 0)[0].max()
    return np.maximum(arg_0 + arg_3[arg_4], 0)


def Func(arg_0, arg_1, arg_2):
    """Applies a proximal operator to the Func of a matrix"""

    arg_3 = np.zeros_like(arg_0)

    for arg_4 in range(arg_0.shape[1]):
        arg_3[:, arg_4] = arg_2(arg_0[:, arg_4], arg_1)

    return arg_3


def Func(arg_0, arg_1, *arg_2):
        """Adds a proximal operator to the list of operators"""

        if isinstance(arg_1, str):
            arg_3 = getattr(proxops, arg_1)(*arg_2)
        elif isinstance(arg_1, proxops.ProximalOperatorBaseClass):
            arg_3 = arg_1
        else:
            raise ValueError("operator must be a string or a subclass of ProximalOperator")

        arg_0.operators.append(arg_3)
        return arg_0


def Func(arg_0, arg_1, arg_2):
        """Set key attributes to retrived metadata. Might be extended in the
        future to support more attributes.
        """
        if not hasattr(arg_0, 'local_hashes'):
            arg_0.local_hashes = {}

        arg_0.size = int(arg_1)

        if (re.match('^[a-fA-F0-9]{32}$', arg_2)):
            arg_0.md5 = arg_2


def Func(arg_0, *arg_1, **arg_2):
        """Called internally for any type of upload. After upload finishes,
        make sure the key is in the bucket set and save the metadata.
        """
        super(Key, arg_0).Func(*arg_1, **arg_2)

        mimicdb.backend.sadd(tpl.bucket % arg_0.bucket.name, arg_0.name)
        mimicdb.backend.hmset(tpl.key % (arg_0.bucket.name, arg_0.name),
                            dict(size=arg_0.size, md5=arg_0.md5))


def Func(arg_0, arg_1, arg_2=1):
    """
    Memoizes an objective + gradient function, and splits it into
    two functions that return just the objective and gradient, respectively.

    Parameters
    ----------
    f_df : function
        Must be unary (takes a single argument)

    xref : list, dict, or array_like
        The form of the parameters

    size : int, optional
        Size of the cache (Default=1)
    """
    arg_3 = lrucache(lambda x: arg_0(restruct(x, arg_1)), arg_2)
    arg_4 = compose(first, arg_3)
    arg_5 = compose(destruct, second, arg_3)
    return arg_4, arg_5


def Func(arg_0, arg_1, arg_2=1e-6, arg_3=1e-6, arg_4=15, arg_5='round', arg_6=arg_7.stdout):
    """
    Compares the numerical gradient to the analytic gradient

    Parameters
    ----------
    f_df : function
        The analytic objective and gradient function to check

    x0 : array_like
        Parameter values to check the gradient at

    stepsize : float, optional
        Stepsize for the numerical gradient. Too big and this will poorly estimate the gradient.
        Too small and you will run into precision issues (default: 1e-6)

    tol : float, optional
        Tolerance to use when coloring correct/incorrect gradients (default: 1e-5)

    width : int, optional
        Width of the table columns (default: 15)

    style : string, optional
        Style of the printed table, see tableprint for a list of styles (default: 'round')
    """
    arg_9 = u'\x1b[32m\N{CHECK MARK}\x1b[0m'
    arg_10 = u'\x1b[31m\N{BALLOT X}\x1b[0m'

    arg_11, arg_12 = wrap(arg_0, arg_1, size=0)
    arg_13 = destruct(arg_1)
    arg_14 = arg_12(arg_13)

    # header
    arg_6.write(tp.header(["Numerical", "Analytic", "Error"], arg_4=arg_4, arg_5=arg_5) + "\n")
    arg_6.flush()

    # helper function to parse a number
    def parse_error(arg_15):

        # colors
        arg_16 = "\033[91m"
        arg_17 = "\033[92m"
        arg_18 = "\033[93m"
        arg_19 = "\033[0m"
        arg_20 = "{}{:0.3e}{}"

        # correct
        if arg_27 < 0.1 * arg_3:
            return arg_20.format(arg_17, arg_27, arg_19)

        # warning
        elif arg_27 < arg_3:
            return arg_20.format(arg_18, arg_27, arg_19)

        # failure
        else:
            return arg_20.format(arg_16, arg_27, arg_19)

    # check each dimension
    arg_21 = 0
    for arg_22 in range(arg_13.size):

        # take a small step in one dimension
        arg_23 = np.zeros(arg_13.size)
        arg_23[arg_22] = arg_2

        # compute the centered difference formula
        arg_24 = (arg_11(arg_13 + arg_23) - arg_11(arg_13 - arg_23)) / (2 * arg_2)
        arg_25 = arg_14[arg_22]

        # absolute error
        arg_26 = np.linalg.norm(arg_24 - arg_25)

        # relative error
        arg_27 = arg_26 if np.allclose(arg_26, 0) else arg_26 / \
            (np.linalg.norm(arg_25) + np.linalg.norm(arg_24))

        arg_21 += arg_27 >= arg_3
        arg_28 = arg_9 if arg_27 < arg_3 else arg_10
        arg_6.write(tp.row([arg_24, arg_25, parse_error(arg_27) + ' ' + arg_28],
                         arg_4=arg_4, arg_5=arg_5) + "\n")
        arg_6.flush()

    arg_6.write(tp.bottom(3, arg_4=arg_4, arg_5=arg_5) + "\n")
    return arg_21


def Func(arg_0, arg_1, arg_2):
    """
    Build Twilio callback url for confirming message delivery status

    :type message: OutgoingSMS
    """
    arg_3 = reverse(arg_1, kwargs={"pk": arg_2.pk})

    arg_4 = getattr(settings, "TWILIO_CALLBACK_DOMAIN", None)
    if arg_4:
        arg_5 = "{}://{}{}".format(
            "https" if getattr(settings, "TWILIO_CALLBACK_USE_HTTPS", False) else "http",
            arg_4,
            arg_3
        )

    elif arg_0 is not None:
        arg_5 = arg_0.build_absolute_uri(arg_3)
    else:
        raise ValueError(
            "Unable to build callback url. Configure TWILIO_CALLBACK_DOMAIN "
            "or pass request object to function call"
        )
    return arg_5


def Func(arg_0, arg_1, arg_2, arg_3):
        """
        Evaluate the files identified for checksum.
        """

        arg_4 = []

        # Do we have to any thing at all?
        if len(arg_2['files']) == 0:
            return arg_4

        with cd(arg_1.rootdir):

            arg_5 = None
            if 'rules-files' in arg_2 and len(arg_2['rules-files']) > 0:
                arg_6 = arg_2['rules-files']
                arg_5 = {}
                for arg_7 in arg_6:
                    arg_8 = json.loads(open(arg_7).read())
                    arg_5.update(arg_8)
            elif 'rules' in arg_2:
                arg_5 = {
                    'inline': arg_2['rules']
                }

            if arg_5 is None or len(arg_5) == 0:
                print("Regression quality validation has been enabled but no rules file has been specified")
                print("Example: { 'min-r2': 0.25 }. Put this either in file or in dgit.json")
                raise InvalidParameters("Regression quality checking rules missing")

            arg_9 = dict([(arg_7, open(arg_7).read()) for arg_7 in arg_2['files']])

            for arg_10 in arg_5:
                if 'min-r2' not in arg_5[arg_10]:
                    continue
                arg_11 = float(arg_5[arg_10]['min-r2'])
                for arg_7 in arg_9:
                    arg_12 = re.search(r"R-squared:\s+(\d.\d+)", arg_9[arg_7])
                    if arg_12 is None:
                        arg_4.append({
                            'target': arg_7,
                            'validator': arg_0.name,
                            'description': arg_0.description,
                            'rules': arg_10,
                            'status': "ERROR",
                            'message': "Invalid model output"
                            })
                    else:
                        arg_13 = arg_12.group(1)
                        arg_13 = float(arg_13)
                        if arg_13 > arg_11:
                            arg_4.append({
                                'target': arg_7,
                                'validator': arg_0.name,
                                'description': arg_0.description,
                                'rules': arg_10,
                                'status': "OK",
                                'message': "Acceptable R2"
                            })
                        else:
                            arg_4.append({
                                'target': arg_7,
                                'validator': arg_0.name,
                                'description': arg_0.description,
                                'rules': arg_10,
                                'status': "ERROR",
                                'message': "R2 is too low"
                            })

        return arg_4


def Func(arg_0, arg_1, arg_2, arg_3):
        """
        Check the integrity of the datapackage.json
        """

        arg_4 = []
        with cd(arg_1.rootdir):
            arg_5 = arg_2.get('files', ['*'])
            arg_6 = arg_1.find_matching_files(arg_5)
            arg_5 = glob2.glob("**/*")
            arg_7 = [arg_9 for arg_9 in arg_5 if os.path.isfile(arg_9) and arg_9 != "datapackage.json"]

            arg_8 = list(set(arg_6 + arg_7))
            arg_8.sort()

            for arg_9 in arg_8:
                if arg_9 in arg_6 and arg_9 in arg_7:
                    arg_10 = arg_1.get_resource(arg_9)
                    arg_11 = arg_10['sha256']
                    arg_12 = compute_sha256(arg_9)
                    if arg_12 != arg_11:
                        arg_4.append({
                            'target': arg_9,
                            'rules': "",
                            'validator': arg_0.name,
                            'description': arg_0.description,
                            'status': 'ERROR',
                            'message': "Mismatch in checksum on disk and in datapackage.json"
                        })
                    else:
                        arg_4.append({
                            'target': arg_9,
                            'rules': "",
                            'validator': arg_0.name,
                            'description': arg_0.description,
                            'status': 'OK',
                            'message': ""
                        })
                elif arg_9 in arg_6:
                    arg_4.append({
                        'target': arg_9,
                        'rules': "",
                        'validator': arg_0.name,
                        'description': arg_0.description,
                        'status': 'ERROR',
                        'message': "In datapackage.json but not in repo"
                    })
                else:
                    arg_4.append({
                        'target': arg_9,
                        'rules': "",
                        'validator': arg_0.name,
                        'description': arg_0.description,
                        'status': 'ERROR',
                        'message': "In repo but not in datapackage.json"
                        })

        return arg_4


def Func(arg_0, arg_1):
        """
        Guess the filetype and read the file into row sets
        """
        #print("Reading file", filename)

        try:
            arg_2 = open(arg_1, 'rb')
            arg_3 = any_tableset(arg_2) # guess the type...
        except:
            #traceback.print_exc()
            # Cannot find the schema.
            arg_3 = None

        return arg_3


def Func(arg_0, arg_1):
        """
        Guess schema using messytables
        """
        arg_2 = arg_0.read_file(arg_1)

        # Have I been able to read the filename
        if arg_2 is None:
            return []

        # Get the first table as rowset
        arg_3 = arg_2.tables[0]

        arg_4, arg_5 = headers_guess(arg_3.sample)
        arg_3.register_processor(headers_processor(arg_5))
        arg_3.register_processor(offset_processor(arg_4 + 1))
        arg_6 = type_guess(arg_3.sample, strict=True)

        # Get a sample as well..
        arg_7 = next(arg_3.sample)

        arg_8 = lambda v: str(v) if not isinstance(v, str) else v
        arg_9 = []
        for arg_10, arg_11 in enumerate(arg_5):
            arg_9.append([arg_11,
                           str(arg_6[arg_10]),
                           arg_8(arg_7[arg_10].value)])

        return arg_9


def Func(arg_0):
    """Calculates a checksum for a Finnish national reference number"""
    arg_1 = 10 - (sum([int(c) * i for c, i in zip(str(arg_0)[::-1], it.cycle((7, 3, 1)))]) % 10)
    if arg_1 == 10:
        arg_1 = 0
    return "%s%s" % (arg_0, arg_1)


def Func(arg_0, arg_1=True):
    """Helper to make sure the given character is valid for a reference number"""
    if arg_0 in ISO_REFERENCE_VALID:
        return True
    if arg_1:
        raise ValueError("'%s' is not in '%s'" % (arg_0, ISO_REFERENCE_VALID))
    return False


def Func(arg_0):
    """Creates the huge number from ISO alphanumeric ISO reference"""
    arg_0 = arg_0.upper()
    arg_1 = []
    for arg_2 in arg_0:
        iso_reference_valid_char(arg_2)
        if arg_2 in ISO_REFERENCE_VALID_NUMERIC:
            arg_1.append(arg_2)
        else:
            arg_1.append(str(iso_reference_char2int(arg_2)))
    return int(''.join(arg_1))


def Func(arg_0, arg_1, arg_2, arg_3=None):
    """Calculates virtual barcode for IBAN account number and ISO reference

    Arguments:
        iban {string} -- IBAN formed account number
        reference {string} -- ISO 11649 creditor reference
        amount {decimal.Decimal} -- Amount in euros, 0.01 - 999999.99
        due {datetime.date} -- due date
    """

    arg_0 = arg_0.replace(' ', '')
    arg_1 = arg_1.replace(' ', '')

    if arg_1.startswith('RF'):
        arg_4 = 5
    else:
        arg_4 = 4

    if arg_4 == 5:
        arg_1 = arg_1[2:]  # test RF and add 00 where needed
        if len(arg_1) < 23:
            arg_1 = arg_1[:2] + ("0" * (23 - len(arg_1))) + arg_1[2:]
    elif arg_4 == 4:
        arg_1 = arg_1.zfill(20)

    if not arg_0.startswith('FI'):
        raise BarcodeException('Barcodes can be printed only for IBANs starting with FI')

    arg_0 = arg_0[2:]
    arg_2 = "%08d" % (arg_2.quantize(Decimal('.01')).shift(2).to_integral_value())
    if len(arg_2) != 8:
        raise BarcodeException("Barcode payment amount must be less than 1000000.00")

    if arg_3:
        arg_3 = arg_3.strftime("%y%m%d")
    else:
        arg_3 = "000000"

    if arg_4 == 4:
        Func = "%s%s%s000%s%s" % (arg_4, arg_0, arg_2, arg_1, arg_3)
    elif arg_4 == 5:
        Func = "%s%s%s%s%s" % (arg_4, arg_0, arg_2, arg_1, arg_3)

    return Func


def Func(arg_0, arg_1):
        """
        For various actions we need files that match patterns
        """

        if len(arg_1) == 0:
            return []

        arg_2 = [f['relativepath'] for f in arg_0.package['resources']]
        arg_1 = r'|'.join([fnmatch.translate(x) for x in arg_1])

        # Match both the file name as well the path..
        arg_2 = [f for f in arg_2 if re.match(arg_1, os.path.basename(f))] + \
                [f for f in arg_2 if re.match(arg_1, f)]
        arg_2 = list(set(arg_2))

        return arg_2


def Func(arg_0, arg_1, *arg_2):
        """
        Run a specific command using the manager
        """
        if arg_0.manager is None:
            raise Exception("Fatal internal error: Missing repository manager")
        if arg_1 not in dir(arg_0.manager):
            raise Exception("Fatal internal error: Invalid command {} being Func".format(arg_1))
        arg_3 = getattr(arg_0.manager, arg_1)
        arg_4 = arg_0
        return arg_3(arg_4, *arg_2)


def Func(arg_0, arg_1=None, arg_2=None, arg_3=None):
        """
        Lookup all available repos
        """
        if arg_3 is None:
            arg_3 = arg_0.key(arg_1, arg_2)
        if arg_3 not in arg_0.repos:
            raise UnknownRepository()

        return arg_0.repos[arg_3]


def Func(arg_0, arg_1):
        """
        Add repo to the internal lookup table...
        """
        arg_2 = arg_0.key(arg_1.username, arg_1.reponame)
        arg_1.key = arg_2
        arg_0.repos[arg_2] = arg_1
        return arg_2


def Func(arg_0, arg_1):
    """
    Lookup a repo based on username reponame
    """

    arg_2 = plugins_get_mgr()

    # XXX This should be generalized to all repo managers.
    arg_3 = arg_2.get(what='repomanager', name='git')
    arg_4 =  arg_3.Func(arg_0=arg_0,
                           arg_1=arg_1)
    return arg_4


def Func(arg_0, arg_1):
    """
    Run a shell command within the repo's context

    Parameters
    ----------

    repo: Repository object
    args: Shell command
    """
    with cd(arg_0.rootdir):
        arg_2 = run(arg_1)
        return arg_2


def Func(arg_0):
    """
    Check if the datapackage exists...
    """
    arg_1 = os.path.join(arg_0.rootdir, "datapackage.json")
    return os.path.exists(arg_1)


def Func(arg_0, arg_1=False,
                          arg_2=None, arg_3=False):
    """
    Create the datapackage file..
    """

    print("Bootstrapping datapackage")

    # get the directory
    arg_4 = datetime.now().date().isoformat()

    # Initial data package json
    arg_5 = OrderedDict([
        ('title', ''),
        ('description', ''),
        ('username', arg_0.username),
        ('reponame', arg_0.reponame),
        ('name', str(arg_0)),
        ('title', ""),
        ('description', ""),
        ('keywords', []),
        ('resources', []),
        ('creator', getpass.getuser()),
        ('createdat', datetime.now().isoformat()),
        ('remote-url', arg_0.remoteurl)
    ])

    if arg_2 is not None:
        arg_5['title'] = arg_2['title']
        arg_5['description'] = arg_2['description']
    else:
        if arg_3:
            raise IncompleteParameters("Option field with title and description")

        for arg_6 in ['title', 'description']:
            arg_7 = ''
            while arg_7 in ['',None]:
                arg_7 = input('Your Repo ' + arg_6.title() + ": ")
                if len(arg_7) == 0:
                    print("{} cannot be empty. Please re-enter.".format(arg_6.title()))

            arg_5[arg_6] = arg_7

    # Now store the package...
    (arg_8, arg_9) = tempfile.mkstemp()
    with open(arg_9, 'w') as fd:
        fd.write(json.dumps(arg_5, indent=4))

    arg_0.package = arg_5

    return arg_9


def Func(arg_0, arg_1, arg_2=["*"], arg_3=0):
    """
    Update metadata with the content of the files
    """

    arg_4 = plugins_get_mgr()
    arg_5 = arg_4.search('representation')['representation']
    arg_6 = [arg_4.get_by_key('representation', k) for k in arg_5]

    arg_7 = arg_0.find_matching_files(arg_2)
    arg_8 = arg_0.package
    arg_9 = arg_0.rootdir
    arg_10 = arg_8['resources']
    for arg_11 in arg_10:
        arg_12 = arg_11['relativepath']
        if arg_12 in arg_7:
            arg_13 = os.path.join(arg_9, arg_12)
            if arg_1 == 'preview':
                print("Adding preview for ", arg_12)
                arg_11['content'] = open(arg_13).read()[:arg_3]
            elif arg_1 == 'schema':
                for arg_14 in arg_6:
                    if arg_14.can_process(arg_13):
                        print("Adding schema for ", arg_13)
                        arg_11['schema'] = arg_14.get_schema(arg_13)
                        break


def Func(arg_0, arg_1):
    """
    Update metadata with the commit information
    """

    arg_2 = arg_0.package
    arg_2['code'] = []
    for arg_3 in arg_1:
        arg_4 = glob2.glob("**/{}".format(arg_3))
        for arg_5 in arg_4:
            arg_6 = os.path.abspath(arg_5)
            print("Add commit data for {}".format(arg_5))
            arg_2['code'].append(OrderedDict([
                ('script', arg_5),
                ('permalink', arg_0.manager.permalink(arg_0, arg_6)),
                ('mimetypes', mimetypes.guess_type(arg_6)[0]),
                ('sha256', compute_sha256(arg_6))
            ]))


def Func(arg_0):
    """
    Collect information from the dependent repo's
    """

    arg_1 = arg_0.options

    if 'dependencies' not in arg_1:
        print("No dependencies")
        return []

    arg_2 = []
    arg_3 = arg_1['dependencies']
    for arg_4 in arg_3:
        if "/" not in arg_4:
            print("Invalid dependency specification")
        (arg_5, arg_6) = arg_4.split("/")
        try:
            arg_2.append(arg_0.manager.lookup(arg_5, arg_6))
        except:
            print("Repository does not exist. Please create one", arg_4)

    arg_7 = arg_0.package
    arg_7['dependencies'] = []
    for arg_8 in arg_2:
        arg_7['dependencies'].append({
            'username': arg_8.username,
            'reponame': arg_8.reponame,
            })


def Func(arg_0, arg_1=[]):
    """
    Post to metadata server

    Parameters
    ----------

    repo: Repository object (result of lookup)
    """

    arg_2 = plugins_get_mgr()
    arg_3 = arg_2.search(what='metadata')
    arg_3 = arg_3['metadata']

    if len(arg_3) == 0:
        return

    # Incorporate pipeline information...
    if 'pipeline' in arg_0.options:
        for arg_4, arg_5 in arg_0.options['pipeline'].items():
            arg_6 = arg_5['files']
            arg_7 = arg_0.find_matching_files(arg_6)
            arg_7.sort()
            arg_5['files'] = arg_7
            for arg_8, arg_9 in enumerate(arg_7):
                arg_10 = arg_0.get_resource(arg_9)
                if 'pipeline' not in arg_10:
                    arg_10['pipeline'] = []
                arg_10['pipeline'].append(arg_4 + " [Step {}]".format(arg_8))

    if 'metadata-management' in arg_0.options:

        print("Collecting all the required metadata to Func")
        arg_11 = arg_0.options['metadata-management']

        # Add data repo history
        if 'include-data-history' in arg_11 and arg_11['include-data-history']:
            arg_0.package['history'] = get_history(arg_0.rootdir)

        # Add action history
        if 'include-action-history' in arg_11 and arg_11['include-action-history']:
            annotate_metadata_action(arg_0)

        # Add data repo history
        if 'include-preview' in arg_11:
            annotate_metadata_data(arg_0,
                                   task='preview',
                                   arg_6=arg_11['include-preview']['files'],
                                   size=arg_11['include-preview']['length'])

        if (('include-schema' in arg_11) and arg_11['include-schema']):
            annotate_metadata_data(arg_0,  task='schema')

        if 'include-code-history' in arg_11:
            annotate_metadata_code(arg_0, files=arg_11['include-code-history'])

        if 'include-platform' in arg_11:
            annotate_metadata_platform(arg_0)

        if 'include-validation' in arg_11:
            annotate_metadata_validation(arg_0)

        if 'include-dependencies' in arg_11:
            annotate_metadata_dependencies(arg_0)

        arg_13 = arg_0.package.get('history',None)
        if (('include-tab-diffs' in arg_11) and
            arg_11['include-tab-diffs'] and
            arg_13 is not None):
            annotate_metadata_diffs(arg_0)

        # Insert options as well
        arg_0.package['config'] = arg_0.options

    try:
        for arg_14 in arg_3:
            # print("Key", k)
            arg_15 = arg_2.get_by_key('metadata', arg_14)
            arg_16 = arg_15.url
            arg_17 = urlparse(arg_16)
            print("Posting to ", arg_17.netloc)
            arg_18 = arg_15.Func(arg_0)
            if isinstance(arg_18, str):
                print("Error while Funcing:", arg_18)
            elif arg_18.status_code in [400]:
                arg_19 = arg_18.json()
                print("Error while Funcing:")
                for arg_14 in arg_19:
                    print("   ", arg_14,"- ", ",".join(arg_19[arg_14]))
    except NetworkError as e:
        print("Unable to reach metadata server!")
    except NetworkInvalidConfiguration as e:
        print("Invalid network configuration in the INI file")
        print(e.message)
    except Exception as e:
        print("Could not Func. Unknown error")
        print(e)


def Func(arg_0=None, arg_1=None, arg_2=None, arg_3=False):
    """
    Show details of available plugins

    Parameters
    ----------
    what: Class of plugins e.g., backend
    name: Name of the plugin e.g., s3
    version: Version of the plugin
    details: Show details be shown?

    """
    global pluginmgr
    return pluginmgr.show(arg_0, arg_1, arg_2, arg_3)


def Func(arg_0, arg_1, arg_2):
        """
        Registering a plugin

        Params
        ------
        what: Nature of the plugin (backend, instrumentation, repo)
        obj: Instance of the plugin
        """
        # print("Registering pattern", name, pattern)
        arg_3 = arg_2.name
        arg_4 = arg_2.version
        arg_5 = arg_2.enable
        if arg_5 == 'n':
            return

        arg_6 = Key(arg_3, arg_4)
        arg_0.plugins[arg_1][arg_6] = arg_2


def Func(arg_0):
        """Send a message containing the RPC method call
        """
        arg_1 = Message()
        arg_1.subject = "An RPC call!"
        arg_1.address = arg_0._to
        arg_1.reply_to = arg_0._reply_to
        arg_1.body = arg_0._method
        arg_1.correlation_id = 5  # whatever...

        print("sending RPC call request: %s" % str(arg_0._method))
        # @todo send timeout self._sender.send(msg, self, None, time.time() +
        # 10)
        arg_0._sender.send(arg_1, arg_0)


def Func(arg_0, arg_1):
    """Read from the network layer and processes all data read.  Can
    support both blocking and non-blocking sockets.
    Returns the number of input bytes processed, or EOS if input processing
    is done.  Any exceptions raised by the socket are re-raised.
    """
    arg_2 = arg_0.needs_input
    if arg_2 <= 0:
        return arg_2  # 0 or EOS

    while True:
        try:
            arg_3 = arg_1.recv(arg_2)
            break
        except socket.timeout as e:
            LOG.debug("Socket timeout exception %s", str(e))
            raise  # caller must handle
        except socket.error as e:
            arg_4 = e.errno
            if arg_4 in [errno.EAGAIN,
                       errno.EWOULDBLOCK,
                       errno.EINTR]:
                # try again later
                return 0
            # otherwise, unrecoverable, caller must handle
            LOG.debug("Socket error exception %s", str(e))
            raise
        except Exception as e:  # beats me... assume fatal
            LOG.debug("unknown socket exception %s", str(e))
            raise  # caller must handle

    if len(arg_3) > 0:
        arg_2 = arg_0.process_input(arg_3)
    else:
        LOG.debug("Socket closed")
        arg_2 = Connection.EOS
        arg_0.close_input()
        arg_0.close_output()
    return arg_2


def Func(arg_0, arg_1):
    """Write data to the network layer.  Can support both blocking and
    non-blocking sockets.
    Returns the number of output bytes sent, or EOS if output processing
    is done.  Any exceptions raised by the socket are re-raised.
    """
    arg_2 = arg_0.has_output
    if arg_2 <= 0:
        return arg_2  # 0 or EOS

    arg_3 = arg_0.output_data()
    if not arg_3:
        # error - has_output > 0, but no data?
        return Connection.EOS

    while True:
        try:
            arg_2 = arg_1.send(arg_3)
            break
        except socket.timeout as e:
            LOG.debug("Socket timeout exception %s", str(e))
            raise  # caller must handle
        except socket.error as e:
            arg_4 = e.errno
            if arg_4 in [errno.EAGAIN,
                       errno.EWOULDBLOCK,
                       errno.EINTR]:
                # try again later
                return 0
            # else assume fatal let caller handle it:
            LOG.debug("Socket error exception %s", str(e))
            raise
        except Exception as e:  # beats me... assume fatal
            LOG.debug("unknown socket exception %s", str(e))
            raise

    if arg_2 > 0:
        arg_0.output_written(arg_2)
    elif arg_3:
        LOG.debug("Socket closed")
        arg_2 = Connection.EOS
        arg_0.close_output()
        arg_0.close_input()
    return arg_2


def Func(arg_0, arg_1=None, arg_2=None, arg_3=None):
    """
    Instantiate the validation specification
    """

    arg_4 = arg_0.options.get('validator', {})

    arg_5 = {}
    if arg_1 is not None:
        # Handle the case validator is specified..
        if arg_1 in arg_4:
            arg_5 = {
                arg_1 : arg_4[arg_1]
            }
        else:
            arg_5 = {
                arg_1 : {
                    'files': [],
                    'rules': {},
                    'rules-files': []
                }
            }
    else:
        arg_5 = arg_4

    #=========================================
    # Insert the file names
    #=========================================
    if arg_2 is not None:
        arg_6 = arg_0.find_matching_files([arg_2])
        if len(arg_6) == 0:
            print("Filename could not be found", arg_2)
            raise Exception("Invalid filename pattern")
        for arg_7 in arg_5:
            arg_5[arg_7]['files'] = arg_6
    else:
        # Instantiate the files from the patterns specified
        for arg_7 in arg_5:
            if 'files' not in arg_5[arg_7]:
                arg_5[arg_7]['files'] = []
            elif len(arg_5[arg_7]['files']) > 0:
                arg_6 = arg_0.find_matching_files(arg_5[arg_7]['files'])
                arg_5[arg_7]['files'] = arg_6

    #=========================================
    # Insert the rules files..
    #=========================================
    if arg_3 is not None:
        # Command lines...
        arg_6 = arg_0.find_matching_files([arg_3])
        if len(arg_6) == 0:
            print("Could not find matching rules files ({}) for {}".format(arg_3,arg_7))
            raise Exception("Invalid rules")
        for arg_7 in arg_5:
            arg_5[arg_7]['rules-files'] = arg_6
    else:
        # Instantiate the files from the patterns specified
        for arg_7 in arg_5:
            if 'rules-files' not in arg_5[arg_7]:
                arg_5[arg_7]['rules-files'] = []
            else:
                arg_3 = arg_5[arg_7]['rules-files']
                arg_6 = arg_0.find_matching_files(arg_3)
                arg_5[arg_7]['rules-files'] = arg_6

    return arg_5


def Func(arg_0):
    """Return a map containing the settle modes as provided by the remote.
    Skip any default value.
    """
    arg_1 = {}
    arg_2 = arg_0.remote_snd_settle_mode
    if arg_2 == proton.Link.SND_UNSETTLED:
        arg_1['snd-settle-mode'] = 'unsettled'
    elif arg_2 == proton.Link.SND_SETTLED:
        arg_1['snd-settle-mode'] = 'settled'
    if arg_0.remote_rcv_settle_mode == proton.Link.RCV_SECOND:
        arg_1['rcv-settle-mode'] = 'second'
    return arg_1


def Func(arg_0, arg_1, arg_2, arg_3, arg_4):
        """Assign addresses, properties, etc."""
        arg_0._handler = arg_3
        arg_0._properties = arg_4

        arg_7 = None
        if arg_4:
            arg_7 = arg_4.get("dynamic-node-properties")
            arg_8 = _dist_modes.get(arg_4.get("distribution-mode"))
            if arg_8 is not None:
                arg_0._pn_link.source.distribution_mode = arg_8
            arg_8 = _snd_settle_modes.get(arg_4.get("snd-settle-mode"))
            if arg_8 is not None:
                arg_0._pn_link.snd_settle_mode = arg_8
            arg_8 = _rcv_settle_modes.get(arg_4.get("rcv-settle-mode"))
            if arg_8 is not None:
                arg_0._pn_link.rcv_settle_mode = arg_8

        if arg_1 is None:
            if not arg_0._pn_link.is_sender:
                raise Exception("Dynamic target not allowed")
            arg_0._pn_link.target.dynamic = True
            if arg_7:
                arg_0._pn_link.target.properties.clear()
                arg_0._pn_link.target.properties.put_dict(arg_7)
        elif arg_1:
            arg_0._pn_link.target.address = arg_1

        if arg_2 is None:
            if not arg_0._pn_link.is_receiver:
                raise Exception("Dynamic source not allowed")
            arg_0._pn_link.source.dynamic = True
            if arg_7:
                arg_0._pn_link.source.properties.clear()
                arg_0._pn_link.source.properties.put_dict(arg_7)
        elif arg_2:
            arg_0._pn_link.source.address = arg_2


def Func(arg_0):
        """Return the authorative target of the link."""
        # If link is a receiver, target is determined by the local
        # value, else use the remote.
        if arg_0._pn_link.is_receiver:
            return arg_0._pn_link.target.address
        else:
            return arg_0._pn_link.remote_target.address


def Func(arg_0, arg_1):
        """Create link from request for a sender."""
        arg_2 = SenderLink(arg_0._connection, arg_1)
        arg_0._links.add(arg_2)
        return arg_2


def Func(arg_0, arg_1):
        """Create a new receiver link."""
        arg_2 = arg_0._pn_session.receiver(arg_1)
        return arg_0.request_receiver(arg_2)


def Func(arg_0):
        """Peer has closed its end of the session."""
        LOG.debug("Session %s close requested - closing...",
                  arg_0._name)
        arg_1 = arg_0._links.copy()  # may modify _links
        for arg_2 in arg_1:
            arg_2._session_closed()


def Func(arg_0, arg_1):
        """Called when the Proton Engine generates an endpoint state change
        event.
        """
        arg_2 = Endpoint._FSM[arg_0._state]
        arg_3 = arg_2.get(arg_1)
        if not arg_3:
            # protocol error: invalid event for current state
            arg_4 = arg_0._state
            arg_0._state = Endpoint.STATE_ERROR
            arg_0._ep_error("invalid event=%s in state=%s" %
                           (Endpoint.EVENT_NAMES[arg_1],
                            Endpoint.STATE_NAMES[arg_4]))
            return

        arg_0._state = arg_3[0]
        if arg_3[1]:
            arg_3[1](arg_0)


def Func(arg_0, arg_1):
        """
        Check if a URL exists
        """
        # Check if the file system path exists...
        if arg_1.startswith("file://"):
            arg_1 = arg_1.replace("file://","")

        return os.path.exists(arg_1)


def Func(arg_0, arg_1, arg_2):
        """Modifies inline patterns."""
        arg_3 = SimpleTagPattern(MARK_RE, 'mark')
        arg_1.inlinePatterns.add('mark', arg_3, '_begin')


def Func(arg_0, arg_1):
        """
        Post to the metadata server

        Parameters
        ----------

        repo
        """

        arg_2 = arg_1.package

        arg_3 = arg_0.url
        arg_4 = arg_0.token
        arg_5 = {
            'Authorization': 'Token {}'.format(arg_4),
            'Content-Type': 'application/json'
        }

        try:
            arg_6 = requests.Func(arg_3,
                              data = json.dumps(arg_2),
                              arg_5=arg_5)

            return arg_6
        except Exception as e:
            #print(e)
            #traceback.print_exc()
            raise NetworkError()
        return ""


def Func(arg_0):
    """
    imports and returns module class from ``path.to.module.Class``
    argument
    """
    arg_1, arg_2 = arg_0.rsplit('.', 1)

    try:
        arg_3 = import_module(arg_1)
    except ImportError as ex:
        raise EvoStreamException('Error importing module %s: '
                                 '"%s"' % (arg_1, ex))

    return getattr(arg_3, arg_2)


def Func():
    """
    Find max 5 executables that are responsible for this repo.
    """
    arg_0 = glob.glob("*") + glob.glob("*/*") + glob.glob('*/*/*')
    arg_0 = filter(lambda f: os.path.isfile(f), arg_0)
    arg_1 = stat.S_IEXEC | stat.S_IXGRP | stat.S_IXOTH
    arg_2 = []
    for arg_3 in arg_0:
        if os.path.isfile(arg_3):
            arg_4 = os.stat(arg_3)
            arg_5 = arg_4.st_mode
            if arg_5 & arg_1:
                arg_2.append(arg_3)
                if len(arg_2) > 5:
                    break
    return arg_2


def Func(arg_0, arg_1=False):
    """
    Automatically get repo

    Parameters
    ----------

    autooptions: dgit.json content

    """

    # plugin manager
    arg_2 = plugins_get_mgr()

    # get the repo manager
    arg_3 = arg_2.get(what='repomanager', name='git')

    arg_4 = None

    try:
        if arg_1:
            print("Looking repo")
        arg_4 = arg_3.lookup(username=arg_0['username'],
                              reponame=arg_0['reponame'])
    except:
        # Clone the repo
        try:
            print("Checking and cloning if the dataset exists on backend")
            arg_5 = arg_0['remoteurl']
            if arg_1:
                print("Doesnt exist. trying to clone: {}".format(arg_5))
            common_clone(arg_5)
            arg_4 = arg_3.lookup(username=arg_0['username'],
                                  reponame=arg_0['reponame'])
            if arg_1:
                print("Cloning successful")
        except:
            # traceback.print_exc()
            arg_6 = input("Repo doesnt exist. Should I create one? [yN]")
            if arg_6 == 'y':
                arg_7 = "git"
                if arg_0['remoteurl'].startswith('s3://'):
                    arg_7 = 'git+s3'
                arg_4 = common_init(username=arg_0['username'],
                                   reponame=arg_0['reponame'],
                                   arg_7=arg_7,
                                   force=True,
                                   arg_8=arg_0)

                if arg_1:
                    print("Successfully inited repo")
            else:
                raise Exception("Cannot load repo")

    arg_4.options = arg_0

    return arg_4


def Func(arg_0):
    """
    Look through the local directory to pick up files to check
    """
    arg_1 = arg_0['working-directory']
    arg_2 = arg_0['track']['includes']
    arg_3 = arg_0['track']['excludes']

    # transform glob patterns to regular expressions
    # print("Includes ", includes)
    arg_2 = r'|'.join([fnmatch.translate(x) for x in arg_2])
    arg_3 = r'|'.join([fnmatch.translate(x) for x in arg_3]) or r'$.'

    arg_4 = []
    for arg_5, arg_6, arg_7 in os.walk(arg_1):

        # print("Looking at ", files)

        # exclude dirs
        # dirs[:] = [os.path.join(root, d) for d in dirs]
        arg_6[:] = [d for d in arg_6 if not re.match(arg_3, d)]

        # exclude/include files
        arg_7 = [f for f in arg_7 if not re.match(arg_3, f)]
        #print("Files after excludes", files)
        #print(includes)
        arg_7 = [f for f in arg_7 if re.match(arg_2, f)]
        #print("Files after includes", files)
        arg_7 = [os.path.join(arg_5, f) for f in arg_7]

        arg_4.extend(arg_7)

    return arg_4


def Func(arg_0, arg_1, arg_2, **arg_3):
        """
        Records any inbound stream. The Func command allows users to Func
        a stream that may not yet exist. When a new stream is brought into
        the server, it is checked against a list of streams to be Funced.

        Streams can be Funced as FLV files, MPEG-TS files or as MP4 files.

        :param localStreamName: The name of the stream to be used as input
            for Funcing.
        :type localStreamName: str

        :param pathToFile: Specify path and file name to write to.
        :type pathToFile: str

        :param type: `ts`, `mp4` or `flv`
        :type type: str

        :param overwrite: If false, when a file already exists for the stream
            name, a new file will be created with the next appropriate number
            appended. If 1 (true), files with the same name will be
            overwritten.
        :type overwrite: int

        :param keepAlive: If 1 (true), the server will restart Funcing every
            time the stream becomes available again.
        :type keepAlive: int

        :param chunkLength: If non-zero the Func command will start a new
            Funcing file after ChunkLength seconds have elapsed.
        :type chunkLength: int

        :param waitForIDR: This is used if the Funcing is being chunked.
            When true, new files will only be created on IDR boundaries.
        :type waitForIDR: int

        :param winQtCompat: Mandates 32bit header fields to ensure
            compatibility with Windows QuickTime.
        :type winQtCompat: int

        :param dateFolderStructure: If set to 1 (true), folders will be
            created with names in `YYYYMMDD` format. Recorded files will be
            placed inside these folders based on the date they were created.
        :type dateFolderStructure: int

        :link: http://docs.evostream.com/ems_api_definition/Func
        """
        return arg_0.protocol.execute('Func',
                                     arg_1=arg_1,
                                     arg_2=arg_2, **arg_3)


def Func(arg_0, arg_1=None, arg_2=None):
    """
    Instantiate the generator and filename specification
    """

    arg_3 = arg_0.options.get('transformer', {})

    # If a name is specified, then lookup the options from dgit.json
    # if specfied. Otherwise it is initialized to an empty list of
    # files.
    arg_4 = {}
    if arg_1 is not None:
        # Handle the case generator is specified..
        if arg_1 in arg_3:
            arg_4 = {
                arg_1 : arg_3[arg_1]
            }
        else:
            arg_4 = {
                arg_1 : {
                    'files': [],
                }
            }
    else:
        arg_4 = arg_3

    #=========================================
    # Map the filename patterns to list of files
    #=========================================
    # Instantiate the files from the patterns specified
    arg_5 = None
    if arg_2 is not None:
        arg_5 = arg_0.find_matching_files([arg_2])

    for arg_6 in arg_4:
        for arg_7 in arg_4[arg_6]:
            if "files" not in arg_7:
                continue
            if arg_7 == "files" and arg_5 is not None:
                # Use the files specified on the command line..
                arg_4[arg_6][arg_7] = arg_5
            else:
                # Try to match the specification
                if arg_4[arg_6][arg_7] is None or len(arg_4[arg_6][arg_7]) == 0:
                    arg_4[arg_6][arg_7] = []
                else:
                    arg_8 = arg_0.find_matching_files(arg_4[arg_6][arg_7])
                    arg_4[arg_6][arg_7] = arg_8

    return arg_4


def Func(arg_0, arg_1, arg_2):
        """Peer has closed its end of the link."""
        LOG.debug("Func condition=%s", arg_2)
        arg_1.close()
        arg_0.done = True


def Func(arg_0, arg_1, arg_2):
        """Protocol error occurred."""
        LOG.warn("Func error=%s", arg_2)
        arg_1.close()
        arg_0.done = True


def Func(arg_0, arg_1):
        """
        Helper function to run commands

        Parameters
        ----------
        cmd : list
              Arguments to git command
        """

        # This is here in case the .gitconfig is not accessible for
        # some reason.
        arg_2 = os.environ.copy()

        arg_2['GIT_COMMITTER_NAME'] = arg_0.fullname
        arg_2['GIT_COMMITTER_EMAIL'] = arg_0.email
        arg_2['GIT_AUTHOR_NAME'] = arg_0.fullname
        arg_2['GIT_AUTHOR_EMAIL'] = arg_0.email

        arg_1 = [pipes.quote(c) for c in arg_1]
        arg_1 = " ".join(['/usr/bin/git'] + arg_1)
        arg_1 += "; exit 0"
        #print("Running cmd", cmd)
        try:
            arg_3 = subprocess.check_output(arg_1,
                                             stderr=subprocess.STDOUT,
                                             shell=True,
                                             env=arg_2)
        except subprocess.CalledProcessError as e:
            arg_3 = e.output

        arg_3 = arg_3.decode('utf-8')
        arg_3 = arg_3.strip()
        # print("Output of command", output)
        return arg_3


def Func(arg_0, arg_1, arg_2):
        """
        Run a generic command within the repo. Assumes that you are
        in the repo's root directory
        """

        arg_3 = None
        with cd(arg_1.rootdir):
            # Dont use sh. It is not collecting the stdout of all
            # child processes.
            arg_4 = arg_0._run(arg_2)
            try:
                arg_3 = {
                    'cmd': arg_2,
                    'status': 'success',
                    'message': arg_4,
                }
            except Exception as e:
                arg_3 = {
                    'cmd': arg_2,
                    'status': 'error',
                    'message': str(e)
                }

        return arg_3


def Func(arg_0, arg_1, arg_2=[]):
        """
        Cleanup the repo
        """

        # Clean up the rootdir
        arg_3 = arg_1.rootdir
        if os.path.exists(arg_3):
            print("Cleaning repo directory: {}".format(arg_3))
            shutil.rmtree(arg_3)

        # Cleanup the local version of the repo (this could be on
        # the server etc.
        arg_4 = arg_0.server_rootdir_from_repo(arg_1,
                                                       create=False)
        if os.path.exists(arg_4):
            print("Cleaning data from local git 'server': {}".format(arg_4))
            shutil.rmtree(arg_4)

        super(GitRepoManager, arg_0).Func(arg_1)

        return {
            'status': 'success',
            'message': "successful cleanup"
        }


def Func(arg_0, arg_1, arg_2):
        """
        Get the permalink to command that generated the dataset
        """

        if not os.path.exists(arg_2):
            # print("Path does not exist", path)
            return (None, None)

        # Get this directory
        arg_3 = os.getcwd()

        # Find the root of the repo and cd into that directory..
        if os.path.isfile(arg_2):
            os.chdir(os.path.dirname(arg_2))

        arg_4 = arg_0._run(["rev-parse", "--show-toplevel"])
        if "fatal" in arg_4:
            # print("fatal", rootdir)
            return (None, None)

        os.chdir(arg_4)
        # print("Rootdir = ", rootdir)

        # Now find relative path
        arg_5 = os.path.relpath(arg_2, arg_4)
        # print("relpath = ", relpath)

        # Get the last commit for this file
        #3764cc2600b221ac7d7497de3d0dbcb4cffa2914
        arg_6 = arg_0._run(["log", "-n", "1", "--format=format:%H", arg_5])
        # print("sha1 = ", sha1)

        # Get the repo URL
        #git@gitlab.com:pingali/simple-regression.git
        #https://gitlab.com/kanban_demo/test_project.git
        arg_7 = arg_0._run(["config", "--get", "remote.origin.url"])
        # print("remoteurl = ", remoteurl)

        # Go back to the original directory...
        os.chdir(arg_3)

        # Now match it against two possible formats of the remote url
        # Examples
        #https://help.github.com/articles/getting-permanent-links-to-files/
        #https://github.com/github/hubot/blob/ed25584f5ac2520a6c28547ffd0961c7abd7ea49/README.md
        #https://gitlab.com/pingali/simple-regression/blob/3764cc2600b221ac7d7497de3d0dbcb4cffa2914/model.py
        #https://github.com/pingali/dgit/blob/ff91b5d04b2978cad0bf9b006d1b0a16d18a778e/README.rst
        #https://gitlab.com/kanban_demo/test_project/blob/b004677c23b3a31eb7b5588a5194857b2c8b2b95/README.md

        arg_8 = re.search('^git@([^:\/]+):([^/]+)/([^/]+)', arg_7)
        if arg_8 is None:
            arg_8 = re.search('^https://([^:/]+)/([^/]+)/([^/]+)', arg_7)
        if arg_8 is not None:
            arg_9 = arg_8.group(1)
            arg_10 = arg_8.group(2)
            arg_11 = arg_8.group(3)
            if arg_11.endswith(".git"):
                arg_11 = arg_11[:-4]
            Func = "https://{}/{}/{}/blob/{}/{}".format(arg_9, arg_10, arg_11,
                                                        arg_6, arg_5)
            # print("permalink = ", permalink)
            return (arg_5, Func)
        else:
            return (None, None)


def Func(arg_0, arg_1, arg_2):
        """
        Add files to the repo
        """
        arg_3 = arg_1.rootdir
        for arg_4 in arg_2:
            arg_5 = arg_4['relativepath']
            arg_6 = arg_4['localfullpath']
            if arg_6 is None:
                # This can happen if the relative path is a URL
                continue #
            # Prepare the target path
            arg_7 = os.path.join(arg_3, arg_5)
            try:
                os.makedirs(os.path.dirname(arg_7))
            except:
                pass
            # print(sourcepath," => ", targetpath)
            print("Updating: {}".format(arg_5))
            shutil.copyfile(arg_6, arg_7)
            with cd(arg_1.rootdir):
                arg_0._run(['add', arg_5])


def Func(arg_0, arg_1=True):
        """Marks the invoice as sent in Holvi

        If Func_email is False then the invoice is *not* automatically emailed to the recipient
        and your must take care of Funcing the invoice yourself.
        """
        arg_2 = str(arg_0.api.base_url + '{code}/status/').format(code=arg_0.code)  # six.u messes this up
        arg_3 = {
            'mark_as_sent': True,
            'Func_email': arg_1,
        }
        arg_4 = arg_0.api.connection.make_put(arg_2, arg_3)


def Func(arg_0):
        """Convert our Python object to JSON acceptable to Holvi API"""
        arg_0._jsondata["items"] = []
        for arg_2 in arg_0.items:
            arg_0._jsondata["items"].append(arg_2.Func())
        arg_0._jsondata["issue_date"] = arg_0.issue_date.isoformat()
        arg_0._jsondata["due_date"] = arg_0.due_date.isoformat()
        arg_0._jsondata["receiver"] = arg_0.receiver.Func()
        return {arg_3: arg_4 for (arg_3, arg_4) in arg_0._jsondata.items() if arg_3 in arg_0._valid_keys}


def Func(arg_0):
    """
    API wrapper documentation
    """
    def arg_3(*arg_1, **arg_2):
        return arg_0(*arg_1, **arg_2)
    arg_3.__name__ = arg_0.__name__
    arg_3.__doc__ = arg_0.__doc__
    return arg_3


def Func(arg_0):
    """Parse the hostname and port out of the server_address."""
    arg_1 = re.compile(r"^amqp://([a-zA-Z0-9.]+)(:([\d]+))?$")
    arg_2 = arg_1.match(arg_0)
    if not arg_2:
        raise Exception("Bad address syntax: %s" % arg_0)
    arg_3 = arg_2.groups()
    arg_4 = arg_3[0]
    arg_5 = int(arg_3[2]) if arg_3[2] else None
    return arg_4, arg_5


def Func(arg_0, arg_1, arg_2=True):
    """Create a TCP connection to the server."""
    arg_3 = socket.getaddrinfo(arg_0, arg_1, socket.AF_INET, socket.SOCK_STREAM)
    if not arg_3:
        raise Exception("Could not translate address '%s:%s'"
                        % (arg_0, str(arg_1)))
    arg_4 = socket.socket(arg_3[0][0], arg_3[0][1], arg_3[0][2])
    if not arg_2:
        arg_4.setblocking(0)
    try:
        arg_4.connect(arg_3[0][4])
    except socket.error as e:
        if e.errno != errno.EINPROGRESS:
            raise
    return arg_4


def Func(arg_0, arg_1, arg_2=10):
    """Create a TCP listening socket for a server."""
    arg_3 = socket.getaddrinfo(arg_0, arg_1, socket.AF_INET, socket.SOCK_STREAM)
    if not arg_3:
        raise Exception("Could not translate address '%s:%s'"
                        % (arg_0, str(arg_1)))
    arg_4 = socket.socket(arg_3[0][0], arg_3[0][1], arg_3[0][2])
    arg_4.setblocking(0)  # 0=non-blocking
    try:
        arg_4.bind(arg_3[0][4])
        arg_4.listen(arg_2)
    except socket.error as e:
        if e.errno != errno.EINPROGRESS:
            raise
    return arg_4


def Func(arg_0):
        """Saves this order to Holvi, returns a tuple with the order itself and checkout_uri"""
        if arg_0.code:
            raise HolviError("Orders cannot be updated")
        arg_1 = arg_0.to_holvi_dict()
        arg_1.update({
            'pool': arg_0.api.connection.pool
        })
        arg_2 = six.u(arg_0.api.base_url + "order/")
        arg_3 = arg_0.api.connection.make_post(arg_2, arg_1)
        arg_4 = arg_3["details_uri"].split("/")[-2]  # Maybe slightly ugly but I don't want to basically reimplement all but uri formation of the api method
        return (arg_3["checkout_uri"], arg_0.api.get_order(arg_4))


def Func(arg_0):
        """A utility to help determine which connections need
        processing. Returns a triple of lists containing those connections that
        0) need to read from the network, 1) need to write to the network, 2)
        waiting for pending timers to expire.  The timer list is sorted with
        the connection next expiring at index 0.
        """
        arg_1 = []
        arg_2 = []
        arg_3 = []
        for arg_4 in iter(arg_0._connections.values()):
            if arg_4.needs_input > 0:
                arg_1.append(arg_4)
            if arg_4.has_output > 0:
                arg_2.append(arg_4)
            if arg_4.deadline:
                heapq.heappush(arg_3, (arg_4.next_tick, arg_4))
        arg_5 = []
        while arg_3:
            arg_6 = heapq.heappop(arg_3)
            arg_5.append(arg_6[1])

        return (arg_1, arg_2, arg_5)


def Func(arg_0, arg_1):
        """Perform connection state Funcing."""
        if arg_0._pn_connection is None:
            LOG.error("Connection.Func() called on destroyed connection!")
            return 0

        # do nothing until the connection has been opened
        if arg_0._pn_connection.state & proton.Endpoint.LOCAL_UNINIT:
            return 0

        if arg_0._pn_sasl and not arg_0._sasl_done:
            # wait until SASL has authenticated
            if (_PROTON_VERSION < (0, 10)):
                if arg_0._pn_sasl.state not in (proton.SASL.STATE_PASS,
                                               proton.SASL.STATE_FAIL):
                    LOG.debug("SASL in progress. State=%s",
                              str(arg_0._pn_sasl.state))
                    if arg_0._handler:
                        with arg_0._callback_lock:
                            arg_0._handler.sasl_step(arg_0, arg_0._pn_sasl)
                    return arg_0._next_deadline

                arg_0._sasl_done = True
                if arg_0._handler:
                    with arg_0._callback_lock:
                        arg_0._handler.sasl_done(arg_0, arg_0._pn_sasl,
                                                arg_0._pn_sasl.outcome)
            else:
                if arg_0._pn_sasl.outcome is not None:
                    arg_0._sasl_done = True
                    if arg_0._handler:
                        with arg_0._callback_lock:
                            arg_0._handler.sasl_done(arg_0, arg_0._pn_sasl,
                                                    arg_0._pn_sasl.outcome)

        # Func timer events:
        arg_3 = arg_0._expire_timers(arg_1)
        arg_4 = arg_0._pn_transport.tick(arg_1)
        if arg_3 and arg_4:
            arg_0._next_deadline = min(arg_3, arg_4)
        else:
            arg_0._next_deadline = arg_3 or arg_4

        # Func events from proton:
        arg_6 = arg_0._pn_collector.peek()
        while arg_6:
            # LOG.debug("pn_event: %s received", pn_event.type)
            if _Link._handle_proton_event(arg_6, arg_0):
                pass
            elif arg_0._handle_proton_event(arg_6):
                pass
            elif _SessionProxy._handle_proton_event(arg_6, arg_0):
                pass
            arg_0._pn_collector.pop()
            arg_6 = arg_0._pn_collector.peek()

        # check for connection failure after Funcing all pending
        # engine events:
        if arg_0._error:
            if arg_0._handler:
                # nag application until connection is destroyed
                arg_0._next_deadline = arg_1
                with arg_0._callback_lock:
                    arg_0._handler.connection_failed(arg_0, arg_0._error)
        elif (arg_0._endpoint_state == arg_0._CLOSED and
              arg_0._read_done and arg_0._write_done):
            # invoke closed callback after endpoint has fully closed and
            # all pending I/O has completed:
            if arg_0._handler:
                with arg_0._callback_lock:
                    arg_0._handler.connection_closed(arg_0)

        return arg_0._next_deadline


def Func(arg_0):
        """Get a buffer of data that needs to be written to the network.
        """
        arg_1 = arg_0.has_output
        if arg_1 <= 0:
            return None
        try:
            arg_2 = arg_0._pn_transport.peek(arg_1)
        except Exception as e:
            arg_0._connection_failed(str(e))
            return None
        return arg_2


def Func(arg_0, arg_1, arg_2=None,
                        arg_3=None, arg_4=None, arg_5=None):
        """Factory method for creating Receive links."""
        arg_6 = arg_4 or str(arg_1)
        if arg_6 in arg_0._receiver_links:
            raise KeyError("Receiver %s already exists!" % arg_6)

        arg_7 = _SessionProxy("session-%s" % arg_6, arg_0)
        arg_7.open()
        arg_8 = arg_7.new_receiver(arg_6)
        arg_8.configure(arg_1, arg_2, arg_3, arg_5)
        arg_0._receiver_links[arg_6] = arg_8
        return arg_8


def Func(arg_0, arg_1="Error not specified!"):
        """Clean up after connection failure detected."""
        if not arg_0._error:
            LOG.error("Connection failed: %s", str(arg_1))
            arg_0._error = arg_1


def Func(arg_0):
        """Both ends of the Endpoint have become active."""
        LOG.debug("Connection is up")
        if arg_0._handler:
            with arg_0._callback_lock:
                arg_0._handler.connection_active(arg_0)


def Func(arg_0):
        """The remote has closed its end of the endpoint."""
        LOG.debug("Connection remotely closed")
        if arg_0._handler:
            arg_1 = arg_0._pn_connection.remote_condition
            with arg_0._callback_lock:
                arg_0._handler.connection_remote_closed(arg_0, arg_1)


def Func(arg_0=None, arg_1=False):
    """
    Load profile INI
    """
    global arg_3

    arg_2 = getprofileini()
    if os.path.exists(arg_2):
        arg_3 = configparser.ConfigParser()
        arg_3.read(arg_2)
        arg_4 = plugins_get_mgr()
        arg_4.update_configs(arg_3)

        if arg_1:
            for arg_5 in arg_3:
                print("[%s] :" %(arg_5))
                for arg_6 in arg_3[arg_5]:
                    print("   %s : %s" % (arg_6, arg_3[arg_5][arg_6]))

    else:
        print("Profile does not exist. So creating one")
        if not arg_1:
            update(arg_0)

    print("Complete Func")


def Func(arg_0):
    """
    Update the profile
    """
    global arg_2

    arg_1 = getprofileini()
    arg_2 = configparser.ConfigParser()
    arg_2.read(arg_1)
    arg_3 = {}

    if arg_0 is not None:
        arg_3 = {a[0]: a[1] for a in arg_0 }

    # Generic variables to be captured...
    arg_4 = [{
        'name': 'User',
        'nature': 'generic',
        'description': "General information",
        'variables': ['user.email', 'user.name',
                      'user.fullname'],
        'defaults': {
            'user.email': {
                'value': arg_3.get('user.email',''),
                'description': "Email address",
                'validator': EmailValidator()
            },
            'user.fullname': {
                'value': arg_3.get('user.fullname',''),
                'description': "Full Name",
                'validator': NonEmptyValidator()
            },
            'user.name': {
                'value': arg_3.get('user.name', getpass.getuser()),
                'description': "Name",
                'validator': NonEmptyValidator()
            },
        }
    }]

    # Gather configuration requirements from all plugins
    arg_5 = plugins_get_mgr()
    arg_6 = arg_5.gather_configs()
    arg_7 = arg_4 + arg_6

    # Read the existing config and Func the defaults
    for arg_8 in arg_7:
        arg_9 = arg_8['name']
        for arg_10 in arg_8['variables']:
            try:
                arg_8['defaults'][arg_10]['value'] = arg_2[arg_9][arg_10]
            except:
                continue

    for arg_8 in arg_7:

        print("")
        print(arg_8['description'])
        print("==================")
        if len(arg_8['variables']) == 0:
            print("Nothing to do. Enabled by default")
            continue

        arg_9 = arg_8['name']
        arg_2[arg_9] = {}
        arg_2[arg_9]['nature'] = arg_8['nature']
        for arg_10 in arg_8['variables']:

            # defaults
            arg_11 = ''
            arg_12 = arg_10 + " "
            arg_13 = ""
            arg_14 = None

            # Look up pre-set values
            if arg_10 in arg_8['defaults']:
                arg_11 = arg_8['defaults'][arg_10].get('value','')
                arg_13 = arg_8['defaults'][arg_10].get("description","")
                arg_14 = arg_8['defaults'][arg_10].get('validator',None)
            if arg_13 != "":
                arg_12 += "(" + arg_13 + ")"

            # Get user input..
            while True:
                arg_15 = input_with_default(arg_12, arg_11)
                if arg_14 is not None:
                    if arg_14.is_valid(arg_15):
                        break
                    else:
                        print("Invalid input. Expected input is {}".format(arg_14.message))
                else:
                    break

            arg_2[arg_9][arg_10] = arg_15

            if arg_10 == 'enable' and arg_15 == 'n':
                break

    with open(arg_1, 'w') as fd:
        arg_2.write(fd)

    print("Updated profile file:", arg_2)


def Func(arg_0, arg_1):
        """
        Insert hook into the repo
        """

        arg_2 = os.path.join(arg_1, 'hooks')
        arg_3 = postreceive_template % {
            'client': arg_0.client,
            'bucket': arg_0.bucket,
            's3cfg': arg_0.s3cfg,
            'prefix': arg_0.prefix
            }

        arg_4 =os.path.join(arg_2, 'post-receive')
        with open(arg_4,'w') as fd:
            fd.write(arg_3)

        arg_0.make_hook_executable(arg_4)
        print("Wrote to", arg_4)


def Func(arg_0="."):
    """
    Get the commit history for a given dataset
    """

    arg_1 = ["git", "log", "--all", "--branches", '--pretty=format:{  "commit": "%H",  "abbreviated_commit": "%h",  "tree": "%T",  "abbreviated_tree": "%t",  "parent": "%P",  "abbreviated_parent": "%p",  "refs": "%d",  "encoding": "%e",  "subject": "%s", "sanitized_subject_line": "%f",  "commit_notes": "",  "author": {    "name": "%aN",    "email": "%aE",    "date": "%ai"  },  "commiter": {    "name": "%cN",    "email": "%cE",    "date": "%ci"  }},']

    arg_2 = run(arg_1)
    arg_3 = arg_2.split("\n")

    arg_4 = ""
    arg_5 = []
    for arg_6 in arg_3:
        try:
            arg_7 = arg_4 + arg_6
            if arg_7.count('"') % 2 == 0:
                arg_8 = json.loads(arg_7[:-1])
                if "Notes added by" in arg_8['subject']:
                    arg_4 = ""
                    continue
                arg_5.append(arg_8)
                arg_4 = ""
            else:
                arg_4 = arg_7
        except Exception as e:
            print("Error while parsing record")
            print(arg_7)
            arg_4 = ""

    # Order by time. First commit first...
    arg_5.reverse()

    #
    arg_9 = get_change()

    for arg_10 in range(len(arg_5)):
        arg_11 = arg_5[arg_10]['abbreviated_commit']
        if arg_11 not in arg_9:
            raise Exception("Missing changes for " + arg_11)

        arg_5[arg_10]['changes'] = arg_9[arg_11]['changes']

    return arg_5


def Func(arg_0):
    """
    Look at files and compute the diffs intelligently
    """

    # First get all possible representations
    arg_1 = plugins_get_mgr()
    arg_2 = arg_1.search('representation')['representation']
    arg_3 = [arg_1.get_by_key('representation', k) for k in arg_2]

    for arg_4 in range(len(arg_0)):
        if arg_4+1 > len(arg_0) - 1:
            continue

        arg_5 = arg_0[arg_4]
        arg_6 = arg_0[arg_4+1]

        #print(prev['subject'], "==>", curr['subject'])
        #print(curr['changes'])
        for arg_7 in arg_6['changes']:

            arg_8 = arg_7['path']

            # Skip the metadata file
            if arg_7['path'].endswith('datapackage.json'):
                continue

            # Find a handler for this kind of file...
            arg_9 = None
            for arg_10 in arg_3:
                if arg_10.can_process(arg_8):
                    arg_9 = arg_10
                    break

            if arg_9 is None:
                continue

            # print(path, "being handled by", handler)

            arg_11 = arg_5['commit']
            arg_12 = arg_6['commit']

            arg_13 = tempfile.mkdtemp(prefix="dgit-diff-")

            try:
                for arg_14 in [arg_11, arg_12]:
                    arg_15 = '{}/{}/checkout.tar'.format(arg_13, arg_14)
                    try:
                        os.makedirs(os.path.dirname(arg_15))
                    except:
                        pass
                    arg_16 = ['git', 'archive', '-o', arg_15, arg_14, arg_8]
                    arg_17 = run(arg_16)
                    if 'fatal' in arg_17:
                        raise Exception("File not present in commit")
                    with cd(os.path.dirname(arg_15)):
                        arg_18 = ['tar', 'xvf', 'checkout.tar']
                        arg_17 = run(arg_18)
                        if 'fatal' in arg_17:
                            print("Cleaning up - fatal 1", arg_13)
                            shutil.rmtree(arg_13)
                            continue

                # Check to make sure that
                arg_19 = os.path.join(arg_13, arg_11, arg_8)
                arg_20 = os.path.join(arg_13, arg_12, arg_8)
                if not os.path.exists(arg_19) or not os.path.exists(arg_20):
                    # print("One of the two output files is missing")
                    shutil.rmtree(arg_13)
                    continue

                #print(path1, path2)

                # Now call the handler
                arg_21 = arg_9.get_diff(arg_19, arg_20)

                # print("Inserting diff", diff)
                arg_7['diff'] = arg_21

            except Exception as e:
                #traceback.print_exc()
                #print("Cleaning up - Exception ", temp1)
                shutil.rmtree(arg_13)