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    h                     @   sB   d Z ddlZg dZejdd Zejdd Zejdd	 ZdS )
z8
Functions for identifying isolate (degree zero) nodes.
    N)
is_isolateisolatesnumber_of_isolatesc                 C   s   |  |dkS )a-  Determines whether a node is an isolate.

    An *isolate* is a node with no neighbors (that is, with degree
    zero). For directed graphs, this means no in-neighbors and no
    out-neighbors.

    Parameters
    ----------
    G : NetworkX graph

    n : node
        A node in `G`.

    Returns
    -------
    is_isolate : bool
       True if and only if `n` has no neighbors.

    Examples
    --------
    >>> G = nx.Graph()
    >>> G.add_edge(1, 2)
    >>> G.add_node(3)
    >>> nx.is_isolate(G, 2)
    False
    >>> nx.is_isolate(G, 3)
    True
    r   degree)Gn r	   o/var/www/html/construction_image-detection-poc/venv/lib/python3.10/site-packages/networkx/algorithms/isolate.pyr   
   s   r   c                 C   s   dd |   D S )a  Iterator over isolates in the graph.

    An *isolate* is a node with no neighbors (that is, with degree
    zero). For directed graphs, this means no in-neighbors and no
    out-neighbors.

    Parameters
    ----------
    G : NetworkX graph

    Returns
    -------
    iterator
        An iterator over the isolates of `G`.

    Examples
    --------
    To get a list of all isolates of a graph, use the :class:`list`
    constructor::

        >>> G = nx.Graph()
        >>> G.add_edge(1, 2)
        >>> G.add_node(3)
        >>> list(nx.isolates(G))
        [3]

    To remove all isolates in the graph, first create a list of the
    isolates, then use :meth:`Graph.remove_nodes_from`::

        >>> G.remove_nodes_from(list(nx.isolates(G)))
        >>> list(G)
        [1, 2]

    For digraphs, isolates have zero in-degree and zero out_degre::

        >>> G = nx.DiGraph([(0, 1), (1, 2)])
        >>> G.add_node(3)
        >>> list(nx.isolates(G))
        [3]

    c                 s   s     | ]\}}|d kr|V  qdS )r   Nr	   ).0r   dr	   r	   r
   	<genexpr>V   s    zisolates.<locals>.<genexpr>r   r   r	   r	   r
   r   +   s   +r   c                 C   s   t dd t| D S )a\  Returns the number of isolates in the graph.

    An *isolate* is a node with no neighbors (that is, with degree
    zero). For directed graphs, this means no in-neighbors and no
    out-neighbors.

    Parameters
    ----------
    G : NetworkX graph

    Returns
    -------
    int
        The number of degree zero nodes in the graph `G`.

    c                 s   s    | ]}d V  qdS )   Nr	   )r   vr	   r	   r
   r   k   s    z%number_of_isolates.<locals>.<genexpr>)sumr   r   r	   r	   r
   r   Y   s   r   )__doc__networkxnx__all___dispatchabler   r   r   r	   r	   r	   r
   <module>   s    
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