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import graphviz | |
import json | |
from tempfile import NamedTemporaryFile | |
import os | |
def generate_entity_relationship_diagram(json_input: str, output_format: str) -> str: | |
try: | |
if not json_input.strip(): | |
return "Error: Empty input" | |
data = json.loads(json_input) | |
if 'entities' not in data: | |
raise ValueError("Missing required field: entities") | |
dot = graphviz.Graph( | |
name='ERDiagram', | |
format='png', | |
graph_attr={ | |
'rankdir': 'TB', | |
'splines': 'ortho', | |
'bgcolor': 'white', | |
'pad': '0.5', | |
'nodesep': '2.0', | |
'ranksep': '2.5' | |
} | |
) | |
base_color = '#19191a' | |
lightening_factor = 0.15 | |
entities = data.get('entities', []) | |
relationships = data.get('relationships', []) | |
for i, entity in enumerate(entities): | |
entity_name = entity.get('name') | |
entity_type = entity.get('type', 'strong') | |
attributes = entity.get('attributes', []) | |
if not entity_name: | |
raise ValueError(f"Invalid entity: {entity}") | |
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' | |
entity_label = f"{entity_name}\\n" | |
if attributes: | |
primary_keys = [] | |
foreign_keys = [] | |
regular_attrs = [] | |
for attr in attributes: | |
attr_name = attr.get('name', '') | |
attr_type = attr.get('type', 'key') | |
is_multivalued = attr.get('multivalued', False) | |
is_derived = attr.get('derived', False) | |
is_composite = attr.get('composite', False) | |
if attr_type == 'primary_key': | |
if is_multivalued: | |
primary_keys.append(f"{{{{ {attr_name} }}}}") | |
else: | |
primary_keys.append(f"[PK] {attr_name}") | |
elif attr_type == 'foreign_key': | |
foreign_keys.append(f"[FK] {attr_name}") | |
else: | |
attr_display = attr_name | |
if is_derived: | |
attr_display = f"/ {attr_display} /" | |
if is_multivalued: | |
attr_display = f"{{ {attr_display} }}" | |
if is_composite: | |
attr_display = f"( {attr_display} )" | |
regular_attrs.append(attr_display) | |
if primary_keys: | |
entity_label += "\\n".join(primary_keys) + "\\n" | |
if foreign_keys: | |
entity_label += "\\n".join(foreign_keys) + "\\n" | |
if regular_attrs: | |
entity_label += "\\n".join(regular_attrs) | |
if entity_type == 'weak': | |
shape = 'doubleoctagon' | |
style = 'filled' | |
else: | |
shape = 'box' | |
style = 'filled,rounded' | |
dot.node( | |
entity_name, | |
entity_label, | |
shape=shape, | |
style=style, | |
fillcolor=node_color, | |
fontcolor=font_color, | |
fontsize='10', | |
fontname='Helvetica' | |
) | |
for relationship in relationships: | |
rel_name = relationship.get('name') | |
rel_type = relationship.get('type', 'regular') | |
entities_involved = relationship.get('entities', []) | |
cardinalities = relationship.get('cardinalities', {}) | |
if not rel_name or len(entities_involved) < 2: | |
raise ValueError(f"Invalid relationship: {relationship}") | |
rel_node_color = '#e6f3ff' | |
if rel_type == 'identifying': | |
rel_shape = 'diamond' | |
rel_style = 'filled,bold' | |
rel_color = '#4a90e2' | |
elif rel_type == 'weak': | |
rel_shape = 'diamond' | |
rel_style = 'filled,dashed' | |
rel_color = '#a0a0a0' | |
else: | |
rel_shape = 'diamond' | |
rel_style = 'filled' | |
rel_color = '#4a90e2' | |
dot.node( | |
rel_name, | |
rel_name, | |
shape=rel_shape, | |
style=rel_style, | |
fillcolor=rel_color, | |
fontcolor='white', | |
fontsize='10', | |
fontname='Helvetica' | |
) | |
for entity in entities_involved: | |
cardinality = cardinalities.get(entity, '1') | |
edge_label = cardinality | |
if cardinality in ['1:1', '1:N', 'M:N', '1', 'N', 'M']: | |
pass | |
else: | |
edge_label = cardinality | |
dot.edge( | |
entity, | |
rel_name, | |
label=edge_label, | |
color='#4a4a4a', | |
fontsize='9', | |
fontcolor='#4a4a4a' | |
) | |
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)}" |