| 
                    1
                 | 
                                    
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                """Analyze definition."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    2
                 | 
                                    
                                                     | 
                
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                from inspect import getclosurevars  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    3
                 | 
                                    
                                                     | 
                
                 | 
                from typing import Any, Callable, List, NamedTuple, Optional, Tuple, no_type_check  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    4
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                | 
                    5
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                from .definition import CallableFunction, get_node_metadata  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    6
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                | 
                    7
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                __all__ = ["analyze", "stringify_analyze", "Node"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    8
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                | 
                    9
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                _DEFAULT_EDGES = ['child', 'children', '_child', '_children']  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    10
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                    11
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                    12
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                class Node(NamedTuple):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    13
                 | 
                                    
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                 | 
                    """Node aggregate node definition implemented with NamedTuple.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    14
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                    15
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                    A Node is used to keep information on name, properties, and relations ship  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    16
                 | 
                                    
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                    between a hierachical construct of functions.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    17
                 | 
                                    
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                    It's like an instance of NodeMetadata.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    18
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                    19
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                    Attributes:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    20
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                        name (str): named operation.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    21
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                        properties (List[Tuple[str, Any]]): a list of tuple (name, value) for definition.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    22
                 | 
                                    
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                 | 
                        edges (List[Tuple[str, List[Any]]]): a list of tuple (name, node list) for  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    23
                 | 
                                    
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                            definition.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    24
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                    25
                 | 
                                    
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                    Notes:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    26
                 | 
                                    
                                                     | 
                
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                        Edges attribut should be edges: ```List[Tuple[str, List['Node']]]```  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    27
                 | 
                                    
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                 | 
                        But it is impossible for now, see [mypy issues 731](https://github.com/python/mypy/issues/731)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    28
                 | 
                                    
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    29
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                    30
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                    name: str  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    31
                 | 
                                    
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                    properties: List[Tuple[str, Any]]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    32
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                    # edges: List[Tuple[str, List['Node']]]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    33
                 | 
                                    
                                                     | 
                
                 | 
                    # https://github.com/python/mypy/issues/731  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    34
                 | 
                                    
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                 | 
                    edges: List[Tuple[str, List[Any]]]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    35
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                | 
                    36
                 | 
                                    
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                 | 
                    def __str__(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    37
                 | 
                                    
                                                     | 
                
                 | 
                        return stringify_analyze(target=self)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    38
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                | 
                    39
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                | 
                    40
                 | 
                                    
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                 | 
                def _get_function_name(target: Callable) -> str:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    41
                 | 
                                    
                                                     | 
                
                 | 
                    return target.__name__.lstrip("_") if hasattr(target, "__name__") else "anonymous" | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    42
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                | 
                    43
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                | 
                    44
                 | 
                                    
                                                     | 
                
                 | 
                def _get_target_propertie_name(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    45
                 | 
                                    
                                                     | 
                
                 | 
                    if value and callable(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    46
                 | 
                                    
                                                     | 
                
                 | 
                        return get_node_metadata(target=value).name if hasattr(value, "__node_metadata") else _get_function_name(value)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    47
                 | 
                                    
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                 | 
                    return value  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    48
                 | 
                                    
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                | 
                    49
                 | 
                                    
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                | 
                    50
                 | 
                                    
                                                     | 
                
                 | 
                def _analyze_target_edges(edges):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    51
                 | 
                                    
                                                     | 
                
                 | 
                    if edges:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    52
                 | 
                                    
                                                     | 
                
                 | 
                        # it could be a collection of node or a single node  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    53
                 | 
                                    
                                                     | 
                
                 | 
                        return list(map(analyze, edges if hasattr(edges, "__iter__") else [edges]))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    54
                 | 
                                    
                                                     | 
                
                 | 
                    return None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    55
                 | 
                                    
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                | 
                    56
                 | 
                                    
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                 | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    57
                 | 
                                    
                                                     | 
                
                 | 
                # pylint: disable=protected-access  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    58
                 | 
                                    
                                                     | 
                
                 | 
                @no_type_check  # it's a shortcut for hasattr ...  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    59
                 | 
                                    
                                                     | 
                
                 | 
                def analyze(target: CallableFunction) -> Node:  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    60
                 | 
                                    
                                                     | 
                
                 | 
                    """Analyze specified target and return a Node representation.  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    61
                 | 
                                    
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                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    62
                 | 
                                    
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                 | 
                    Args:  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    63
                 | 
                                    
                                                     | 
                
                 | 
                        target (CallableFunction): async function to analyze.  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    64
                 | 
                                    
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                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    65
                 | 
                                    
                                                     | 
                
                 | 
                    Returns:  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    66
                 | 
                                    
                                                     | 
                
                 | 
                        (Node): a node instance representation of target function  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    67
                 | 
                                    
                                                     | 
                
                 | 
                    """  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    68
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    69
                 | 
                                    
                                                     | 
                
                 | 
                    nonlocals = getclosurevars(target).nonlocals  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    70
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    71
                 | 
                                    
                                                     | 
                
                 | 
                    def _get_nonlocals_value_for(name):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    72
                 | 
                                    
                                                     | 
                
                 | 
                        return nonlocals.get(name, None)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    73
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    74
                 | 
                                    
                                                     | 
                
                 | 
                    def _analyze_property(p):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    75
                 | 
                                    
                                                     | 
                
                 | 
                        """Return a tuple (name, value) or (name, function name) as property."""  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    76
                 | 
                                    
                                                     | 
                
                 | 
                        value = _get_nonlocals_value_for(name=p)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    77
                 | 
                                    
                                                     | 
                
                 | 
                        return p.lstrip('_'), _get_target_propertie_name(value=value) | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    78
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    79
                 | 
                                    
                                                     | 
                
                 | 
                    def _analyze_edges(egde_name):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    80
                 | 
                                    
                                                     | 
                
                 | 
                        """Lookup children node from egde_name local var."""  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    81
                 | 
                                    
                                                     | 
                
                 | 
                        edges = _get_nonlocals_value_for(name=egde_name)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    82
                 | 
                                    
                                                     | 
                
                 | 
                        return (egde_name.lstrip('_'), _analyze_target_edges(edges=edges)) | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    83
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    84
                 | 
                                    
                                                     | 
                
                 | 
                    if hasattr(target, "__node_metadata"):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    85
                 | 
                                    
                                                     | 
                
                 | 
                        node = get_node_metadata(target=target)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    86
                 | 
                                    
                                                     | 
                
                 | 
                        return Node(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    87
                 | 
                                    
                                                     | 
                
                 | 
                            name=node.name,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    88
                 | 
                                    
                                                     | 
                
                 | 
                            properties=list(map(_analyze_property, node.properties)) if node.properties else [],  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    89
                 | 
                                    
                                                     | 
                
                 | 
                            edges=list(filter(lambda p: p is not None, map(_analyze_edges, node.edges or _DEFAULT_EDGES))),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    90
                 | 
                                    
                                                     | 
                
                 | 
                        )  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    91
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    92
                 | 
                                    
                                                     | 
                
                 | 
                    # simple function  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    93
                 | 
                                    
                                                     | 
                
                 | 
                    return Node(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    94
                 | 
                                    
                                                     | 
                
                 | 
                        name=_get_function_name(target=target), properties=list(map(_analyze_property, nonlocals.keys())), edges=[]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    95
                 | 
                                    
                                                     | 
                
                 | 
                    )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    96
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    97
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    98
                 | 
                                    
                                                     | 
                
                 | 
                def stringify_analyze(target: Node, indent: int = 0, label: Optional[str] = None) -> str:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    99
                 | 
                                    
                                                     | 
                
                 | 
                    """Stringify node representation of specified target.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    100
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    101
                 | 
                                    
                                                     | 
                
                 | 
                    Args:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    102
                 | 
                                    
                                                     | 
                
                 | 
                        target (CallableFunction): async function to analyze.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    103
                 | 
                                    
                                                     | 
                
                 | 
                        indent (int): level identation (default to zero).  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    104
                 | 
                                    
                                                     | 
                
                 | 
                        label (Optional[str]): label of current node (default None).  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    105
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    106
                 | 
                                    
                                                     | 
                
                 | 
                    Returns:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    107
                 | 
                                    
                                                     | 
                
                 | 
                        (str): a string node representation.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    108
                 | 
                                    
                                                     | 
                
                 | 
                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    109
                 | 
                                    
                                                     | 
                
                 | 
                    _ident = '    '  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    110
                 | 
                                    
                                                     | 
                
                 | 
                    _space = f'{_ident * indent} ' | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    111
                 | 
                                    
                                                     | 
                
                 | 
                    result: str = ''  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    112
                 | 
                                    
                                                     | 
                
                 | 
                    if label:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    113
                 | 
                                    
                                                     | 
                
                 | 
                        result += f'{_space}--({label})--> {target.name}:\n' | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    114
                 | 
                                    
                                                     | 
                
                 | 
                        _space += f"{_ident}{' ' * len(label)}" | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    115
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    116
                 | 
                                    
                                                     | 
                
                 | 
                        result += f'{_space}--> {target.name}:\n' | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    117
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    118
                 | 
                                    
                                                     | 
                
                 | 
                    for k, v in target.properties:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    119
                 | 
                                    
                                                     | 
                
                 | 
                        result += f'{_space}    {k}: {v}\n' | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    120
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    121
                 | 
                                    
                                                     | 
                
                 | 
                    for _label, children in target.edges:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    122
                 | 
                                    
                                                     | 
                
                 | 
                        if children:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    123
                 | 
                                    
                                                     | 
                
                 | 
                            for child in children:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    124
                 | 
                                    
                                                     | 
                
                 | 
                                result += stringify_analyze(target=child, indent=indent + 1, label=_label)  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    125
                 | 
                                    
                                                     | 
                
                 | 
                    return result  | 
            
            
                                                        
            
                                    
            
            
                | 
                    126
                 | 
                                    
                                                     | 
                
                 | 
                 |