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Create entity_relationship_generator.py

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  1. entity_relationship_generator.py +181 -0
entity_relationship_generator.py ADDED
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+ import graphviz
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+ import json
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+ from tempfile import NamedTemporaryFile
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+ import os
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+
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+ def generate_entity_relationship_diagram(json_input: str, output_format: str) -> str:
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+ try:
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+ if not json_input.strip():
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+ return "Error: Empty input"
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+
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+ data = json.loads(json_input)
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+
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+ if 'entities' not in data:
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+ raise ValueError("Missing required field: entities")
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+
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+ dot = graphviz.Graph(
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+ name='ERDiagram',
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+ format='png',
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+ graph_attr={
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+ 'rankdir': 'TB',
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+ 'splines': 'ortho',
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+ 'bgcolor': 'white',
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+ 'pad': '0.5',
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+ 'nodesep': '2.0',
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+ 'ranksep': '2.5'
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+ }
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+ )
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+
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+ base_color = '#19191a'
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+ lightening_factor = 0.15
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+
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+ entities = data.get('entities', [])
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+ relationships = data.get('relationships', [])
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+
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+ for i, entity in enumerate(entities):
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+ entity_name = entity.get('name')
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+ entity_type = entity.get('type', 'strong')
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+ attributes = entity.get('attributes', [])
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+
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+ if not entity_name:
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+ raise ValueError(f"Invalid entity: {entity}")
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+
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+ current_depth = i % 6
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+
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+ if not isinstance(base_color, str) or not base_color.startswith('#') or len(base_color) != 7:
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+ base_color_safe = '#19191a'
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+ else:
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+ base_color_safe = base_color
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+
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+ base_r = int(base_color_safe[1:3], 16)
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+ base_g = int(base_color_safe[3:5], 16)
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+ base_b = int(base_color_safe[5:7], 16)
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+
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+ current_r = base_r + int((255 - base_r) * current_depth * lightening_factor)
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+ current_g = base_g + int((255 - base_g) * current_depth * lightening_factor)
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+ current_b = base_b + int((255 - base_b) * current_depth * lightening_factor)
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+
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+ current_r = min(255, current_r)
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+ current_g = min(255, current_g)
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+ current_b = min(255, current_b)
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+
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+ node_color = f'#{current_r:02x}{current_g:02x}{current_b:02x}'
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+ font_color = 'white' if current_depth * lightening_factor < 0.6 else 'black'
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+
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+ entity_label = f"{entity_name}\\n"
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+
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+ if attributes:
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+ primary_keys = []
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+ foreign_keys = []
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+ regular_attrs = []
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+
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+ for attr in attributes:
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+ attr_name = attr.get('name', '')
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+ attr_type = attr.get('type', 'key')
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+ is_multivalued = attr.get('multivalued', False)
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+ is_derived = attr.get('derived', False)
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+ is_composite = attr.get('composite', False)
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+
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+ if attr_type == 'primary_key':
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+ if is_multivalued:
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+ primary_keys.append(f"{{{{ {attr_name} }}}}")
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+ else:
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+ primary_keys.append(f"[PK] {attr_name}")
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+ elif attr_type == 'foreign_key':
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+ foreign_keys.append(f"[FK] {attr_name}")
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+ else:
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+ attr_display = attr_name
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+ if is_derived:
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+ attr_display = f"/ {attr_display} /"
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+ if is_multivalued:
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+ attr_display = f"{{ {attr_display} }}"
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+ if is_composite:
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+ attr_display = f"( {attr_display} )"
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+ regular_attrs.append(attr_display)
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+
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+ if primary_keys:
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+ entity_label += "\\n".join(primary_keys) + "\\n"
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+ if foreign_keys:
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+ entity_label += "\\n".join(foreign_keys) + "\\n"
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+ if regular_attrs:
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+ entity_label += "\\n".join(regular_attrs)
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+
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+ if entity_type == 'weak':
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+ shape = 'doubleoctagon'
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+ style = 'filled'
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+ else:
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+ shape = 'box'
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+ style = 'filled,rounded'
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+
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+ dot.node(
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+ entity_name,
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+ entity_label,
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+ shape=shape,
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+ style=style,
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+ fillcolor=node_color,
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+ fontcolor=font_color,
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+ fontsize='10',
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+ fontname='Helvetica'
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+ )
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+
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+ for relationship in relationships:
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+ rel_name = relationship.get('name')
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+ rel_type = relationship.get('type', 'regular')
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+ entities_involved = relationship.get('entities', [])
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+ cardinalities = relationship.get('cardinalities', {})
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+
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+ if not rel_name or len(entities_involved) < 2:
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+ raise ValueError(f"Invalid relationship: {relationship}")
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+
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+ rel_node_color = '#e6f3ff'
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+
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+ if rel_type == 'identifying':
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+ rel_shape = 'diamond'
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+ rel_style = 'filled,bold'
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+ rel_color = '#4a90e2'
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+ elif rel_type == 'weak':
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+ rel_shape = 'diamond'
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+ rel_style = 'filled,dashed'
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+ rel_color = '#a0a0a0'
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+ else:
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+ rel_shape = 'diamond'
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+ rel_style = 'filled'
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+ rel_color = '#4a90e2'
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+
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+ dot.node(
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+ rel_name,
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+ rel_name,
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+ shape=rel_shape,
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+ style=rel_style,
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+ fillcolor=rel_color,
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+ fontcolor='white',
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+ fontsize='10',
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+ fontname='Helvetica'
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+ )
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+
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+ for entity in entities_involved:
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+ cardinality = cardinalities.get(entity, '1')
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+
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+ edge_label = cardinality
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+ if cardinality in ['1:1', '1:N', 'M:N', '1', 'N', 'M']:
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+ pass
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+ else:
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+ edge_label = cardinality
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+
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+ dot.edge(
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+ entity,
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+ rel_name,
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+ label=edge_label,
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+ color='#4a4a4a',
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+ fontsize='9',
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+ fontcolor='#4a4a4a'
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+ )
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+
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+ with NamedTemporaryFile(delete=False, suffix=f'.{output_format}') as tmp:
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+ dot.render(tmp.name, format=output_format, cleanup=True)
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+ return f"{tmp.name}.{output_format}"
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+
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+ except json.JSONDecodeError:
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+ return "Error: Invalid JSON format"
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+ except Exception as e:
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+ return f"Error: {str(e)}"