import graphviz
import json
from tempfile import NamedTemporaryFile
import os

def generate_class_diagram(json_input: str, output_format: str) -> str:
    """
    Generates a class diagram from JSON input.

    Args:
        json_input (str): A JSON string describing the class diagram structure.
                          It must follow the Expected JSON Format Example below.

    Expected JSON Format Example:
    {
      "classes": [
        {
          "name": "Vehicle",
          "type": "abstract",
          "attributes": [
            {"name": "id", "type": "String", "visibility": "-"},
            {"name": "brand", "type": "String", "visibility": "#"},
            {"name": "model", "type": "String", "visibility": "#"},
            {"name": "year", "type": "int", "visibility": "#"},
            {"name": "price", "type": "double", "visibility": "+"},
            {"name": "vehicleCount", "type": "int", "visibility": "+", "static": true}
          ],
          "methods": [
            {"name": "Vehicle", "parameters": [{"name": "brand", "type": "String"}, {"name": "model", "type": "String"}], "return_type": "Vehicle", "visibility": "+"},
            {"name": "startEngine", "return_type": "void", "visibility": "+", "abstract": true},
            {"name": "stopEngine", "return_type": "void", "visibility": "+"},
            {"name": "getPrice", "return_type": "double", "visibility": "+"},
            {"name": "setPrice", "parameters": [{"name": "price", "type": "double"}], "return_type": "void", "visibility": "+"},
            {"name": "getTotalVehicles", "return_type": "int", "visibility": "+", "static": true}
          ]
        },
        {
          "name": "Car",
          "type": "class",
          "attributes": [
            {"name": "doors", "type": "int", "visibility": "-"},
            {"name": "transmission", "type": "TransmissionType", "visibility": "-"},
            {"name": "fuelType", "type": "FuelType", "visibility": "-"}
          ],
          "methods": [
            {"name": "Car", "parameters": [{"name": "brand", "type": "String"}, {"name": "model", "type": "String"}, {"name": "doors", "type": "int"}], "return_type": "Car", "visibility": "+"},
            {"name": "startEngine", "return_type": "void", "visibility": "+"},
            {"name": "openTrunk", "return_type": "void", "visibility": "+"},
            {"name": "getDoors", "return_type": "int", "visibility": "+"},
            {"name": "setTransmission", "parameters": [{"name": "transmission", "type": "TransmissionType"}], "return_type": "void", "visibility": "+"}
          ]
        },
        {
          "name": "Motorcycle",
          "type": "class",
          "attributes": [
            {"name": "engineSize", "type": "int", "visibility": "-"},
            {"name": "hasWindshield", "type": "boolean", "visibility": "-"}
          ],
          "methods": [
            {"name": "Motorcycle", "parameters": [{"name": "brand", "type": "String"}, {"name": "model", "type": "String"}], "return_type": "Motorcycle", "visibility": "+"},
            {"name": "startEngine", "return_type": "void", "visibility": "+"},
            {"name": "wheelie", "return_type": "void", "visibility": "+"},
            {"name": "getEngineSize", "return_type": "int", "visibility": "+"}
          ]
        },
        {
          "name": "Engine",
          "type": "class",
          "attributes": [
            {"name": "horsepower", "type": "int", "visibility": "-"},
            {"name": "cylinders", "type": "int", "visibility": "-"},
            {"name": "fuelType", "type": "FuelType", "visibility": "-"}
          ],
          "methods": [
            {"name": "Engine", "parameters": [{"name": "horsepower", "type": "int"}, {"name": "cylinders", "type": "int"}], "return_type": "Engine", "visibility": "+"},
            {"name": "start", "return_type": "boolean", "visibility": "+"},
            {"name": "stop", "return_type": "void", "visibility": "+"},
            {"name": "getHorsepower", "return_type": "int", "visibility": "+"}
          ]
        },
        {
          "name": "TransmissionType",
          "type": "enum",
          "attributes": [
            {"name": "MANUAL", "type": "TransmissionType", "visibility": "+", "static": true},
            {"name": "AUTOMATIC", "type": "TransmissionType", "visibility": "+", "static": true},
            {"name": "CVT", "type": "TransmissionType", "visibility": "+", "static": true}
          ],
          "methods": []
        },
        {
          "name": "FuelType",
          "type": "enum",
          "attributes": [
            {"name": "GASOLINE", "type": "FuelType", "visibility": "+", "static": true},
            {"name": "DIESEL", "type": "FuelType", "visibility": "+", "static": true},
            {"name": "ELECTRIC", "type": "FuelType", "visibility": "+", "static": true},
            {"name": "HYBRID", "type": "FuelType", "visibility": "+", "static": true}
          ],
          "methods": []
        },
        {
          "name": "VehicleService",
          "type": "interface",
          "attributes": [],
          "methods": [
            {"name": "maintenance", "parameters": [{"name": "vehicle", "type": "Vehicle"}], "return_type": "void", "visibility": "+", "abstract": true},
            {"name": "repair", "parameters": [{"name": "vehicle", "type": "Vehicle"}, {"name": "issue", "type": "String"}], "return_type": "boolean", "visibility": "+", "abstract": true},
            {"name": "inspectVehicle", "parameters": [{"name": "vehicle", "type": "Vehicle"}], "return_type": "InspectionReport", "visibility": "+", "abstract": true}
          ]
        },
        {
          "name": "GarageService",
          "type": "class",
          "attributes": [
            {"name": "garageName", "type": "String", "visibility": "-"},
            {"name": "location", "type": "String", "visibility": "-"}
          ],
          "methods": [
            {"name": "GarageService", "parameters": [{"name": "name", "type": "String"}], "return_type": "GarageService", "visibility": "+"},
            {"name": "maintenance", "parameters": [{"name": "vehicle", "type": "Vehicle"}], "return_type": "void", "visibility": "+"},
            {"name": "repair", "parameters": [{"name": "vehicle", "type": "Vehicle"}, {"name": "issue", "type": "String"}], "return_type": "boolean", "visibility": "+"},
            {"name": "inspectVehicle", "parameters": [{"name": "vehicle", "type": "Vehicle"}], "return_type": "InspectionReport", "visibility": "+"}
          ]
        }
      ],
      "relationships": [
        {
          "from": "Car",
          "to": "Vehicle",
          "type": "inheritance",
          "label": "extends"
        },
        {
          "from": "Motorcycle",
          "to": "Vehicle",
          "type": "inheritance",
          "label": "extends"
        },
        {
          "from": "Car",
          "to": "Engine",
          "type": "composition",
          "label": "has",
          "multiplicity_from": "1",
          "multiplicity_to": "1"
        },
        {
          "from": "Motorcycle",
          "to": "Engine",
          "type": "composition",
          "label": "has",
          "multiplicity_from": "1",
          "multiplicity_to": "1"
        },
        {
          "from": "Car",
          "to": "TransmissionType",
          "type": "association",
          "label": "uses",
          "multiplicity_from": "1",
          "multiplicity_to": "1"
        },
        {
          "from": "Vehicle",
          "to": "FuelType",
          "type": "association",
          "label": "uses",
          "multiplicity_from": "1",
          "multiplicity_to": "1"
        },
        {
          "from": "GarageService",
          "to": "VehicleService",
          "type": "realization",
          "label": "implements"
        },
        {
          "from": "GarageService",
          "to": "Vehicle",
          "type": "dependency",
          "label": "services",
          "multiplicity_from": "1",
          "multiplicity_to": "*"
        }
      ]
    }

    Returns:
        str: The filepath to the generated PNG image file.
    """
    try:
        if not json_input.strip():
            return "Error: Empty input"
            
        data = json.loads(json_input)
        
        if 'classes' not in data:
            raise ValueError("Missing required field: classes")

        dot = graphviz.Digraph(
            name='ClassDiagram',
            format='png',
            graph_attr={
                'rankdir': 'TB',
                'splines': 'ortho',
                'bgcolor': 'white',
                'pad': '0.5',
                'nodesep': '1.5',
                'ranksep': '2.0'
            }
        )
        
        base_color = '#19191a'
        lightening_factor = 0.15
        
        classes = data.get('classes', [])
        relationships = data.get('relationships', [])
        
        for i, cls in enumerate(classes):
            class_name = cls.get('name')
            class_type = cls.get('type', 'class')
            attributes = cls.get('attributes', [])
            methods = cls.get('methods', [])
            
            if not class_name:
                raise ValueError(f"Invalid class: {cls}")
            
            current_depth = i % 6
            
            if not isinstance(base_color, str) or not base_color.startswith('#') or len(base_color) != 7:
                base_color_safe = '#19191a'
            else:
                base_color_safe = base_color
                
            base_r = int(base_color_safe[1:3], 16)
            base_g = int(base_color_safe[3:5], 16)
            base_b = int(base_color_safe[5:7], 16)
            
            current_r = base_r + int((255 - base_r) * current_depth * lightening_factor)
            current_g = base_g + int((255 - base_g) * current_depth * lightening_factor)
            current_b = base_b + int((255 - base_b) * current_depth * lightening_factor)
            
            current_r = min(255, current_r)
            current_g = min(255, current_g)
            current_b = min(255, current_b)
            
            node_color = f'#{current_r:02x}{current_g:02x}{current_b:02x}'
            font_color = 'white' if current_depth * lightening_factor < 0.6 else 'black'
            
            class_label = ""
            
            if class_type == 'abstract':
                class_label += "<<abstract>>\\n"
            elif class_type == 'interface':
                class_label += "<<interface>>\\n"
            elif class_type == 'enum':
                class_label += "<<enumeration>>\\n"
            
            class_label += f"{class_name}\\l"
            
            if attributes:
                class_label += "\\l"
                for attr in attributes:
                    visibility = attr.get('visibility', '+')
                    name = attr.get('name', '')
                    attr_type = attr.get('type', '')
                    is_static = attr.get('static', False)
                    
                    attr_line = f"{visibility} "
                    if is_static:
                        attr_line += f"<<static>> "
                    attr_line += f"{name}"
                    if attr_type:
                        attr_line += f" : {attr_type}"
                    class_label += f"{attr_line}\\l"
            
            if methods:
                class_label += "\\l"
                for method in methods:
                    visibility = method.get('visibility', '+')
                    name = method.get('name', '')
                    parameters = method.get('parameters', [])
                    return_type = method.get('return_type', 'void')
                    is_static = method.get('static', False)
                    is_abstract = method.get('abstract', False)
                    
                    method_line = f"{visibility} "
                    if is_static:
                        method_line += f"<<static>> "
                    if is_abstract:
                        method_line += f"<<abstract>> "
                    
                    method_line += f"{name}("
                    if parameters:
                        param_strs = []
                        for param in parameters:
                            param_name = param.get('name', '')
                            param_type = param.get('type', '')
                            param_strs.append(f"{param_name}: {param_type}")
                        method_line += ", ".join(param_strs)
                    method_line += f") : {return_type}"
                    class_label += f"{method_line}\\l"
            
            if class_type == 'interface':
                style = 'filled,dashed'
            else:
                style = 'filled'
            
            dot.node(
                class_name,
                class_label,
                shape='record',
                style=style,
                fillcolor=node_color,
                fontcolor=font_color,
                fontsize='10',
                fontname='Helvetica'
            )
        
        for relationship in relationships:
            from_class = relationship.get('from')
            to_class = relationship.get('to')
            rel_type = relationship.get('type', 'association')
            label = relationship.get('label', '')
            multiplicity_from = relationship.get('multiplicity_from', '')
            multiplicity_to = relationship.get('multiplicity_to', '')
            
            if not all([from_class, to_class]):
                raise ValueError(f"Invalid relationship: {relationship}")
            
            edge_label = label
            if multiplicity_from or multiplicity_to:
                edge_label += f"\\n{multiplicity_from} --- {multiplicity_to}"
            
            if rel_type == 'inheritance':
                dot.edge(from_class, to_class, arrowhead='empty', color='#4a4a4a', label=edge_label, fontsize='9')
            elif rel_type == 'composition':
                dot.edge(from_class, to_class, arrowhead='normal', arrowtail='diamond', dir='both', color='#4a4a4a', label=edge_label, fontsize='9')
            elif rel_type == 'aggregation':
                dot.edge(from_class, to_class, arrowhead='normal', arrowtail='odiamond', dir='both', color='#4a4a4a', label=edge_label, fontsize='9')
            elif rel_type == 'realization':
                dot.edge(from_class, to_class, arrowhead='empty', style='dashed', color='#4a4a4a', label=edge_label, fontsize='9')
            elif rel_type == 'dependency':
                dot.edge(from_class, to_class, arrowhead='normal', style='dashed', color='#4a4a4a', label=edge_label, fontsize='9')
            else:
                dot.edge(from_class, to_class, arrowhead='normal', color='#4a4a4a', label=edge_label, fontsize='9')

        with NamedTemporaryFile(delete=False, suffix=f'.{output_format}') as tmp:
            dot.render(tmp.name, format=output_format, cleanup=True)
            return f"{tmp.name}.{output_format}"

    except json.JSONDecodeError:
        return "Error: Invalid JSON format"
    except Exception as e:
        return f"Error: {str(e)}"