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WIP get_graph_from_model

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Leon Luithlen 2024-11-15 13:38:33 +01:00
parent 7be613e2fc
commit 2c0fce32d3
1 changed files with 34 additions and 52 deletions
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86
cognee/modules/graph/utils/get_graph_from_model.py
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@ -2,6 +2,37 @@ from datetime import datetime, timezone
from cognee.infrastructure.engine import DataPoint from cognee.infrastructure.engine import DataPoint
from cognee.modules.storage.utils import copy_model from cognee.modules.storage.utils import copy_model
def add_nodes_and_edges(data_point, field_name, field_value, nodes, edges, added_nodes, added_edges):
property_nodes, property_edges = get_graph_from_model(field_value, True, added_nodes, added_edges)
for node in property_nodes:
if str(node.id) not in added_nodes:
nodes.append(node)
added_nodes[str(node.id)] = True
for edge in property_edges:
edge_key = str(edge[0]) + str(edge[1]) + edge[2]
if str(edge_key) not in added_edges:
edges.append(edge)
added_edges[str(edge_key)] = True
for property_node in get_own_properties(property_nodes, property_edges):
edge_key = str(data_point.id) + str(property_node.id) + field_name
if str(edge_key) not in added_edges:
edges.append((data_point.id, property_node.id, field_name, {
"source_node_id": data_point.id,
"target_node_id": property_node.id,
"relationship_name": field_name,
"updated_at": datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S"),
}))
added_edges[str(edge_key)] = True
return(nodes, edges, added_nodes, added_edges)
def get_graph_from_model(data_point: DataPoint, include_root = True, added_nodes = None, added_edges = None): def get_graph_from_model(data_point: DataPoint, include_root = True, added_nodes = None, added_edges = None):
if not added_nodes: if not added_nodes:
@ -22,65 +53,16 @@ def get_graph_from_model(data_point: DataPoint, include_root = True, added_nodes
if isinstance(field_value, DataPoint): if isinstance(field_value, DataPoint):
excluded_properties.add(field_name) excluded_properties.add(field_name)
property_nodes, property_edges = get_graph_from_model(field_value, True, added_nodes, added_edges) nodes, edges, added_nodes, added_edges = add_nodes_and_edges(data_point, field_name, field_value, nodes, edges, added_nodes, added_edges)
for node in property_nodes:
if str(node.id) not in added_nodes:
nodes.append(node)
added_nodes[str(node.id)] = True
for edge in property_edges:
edge_key = str(edge[0]) + str(edge[1]) + edge[2]
if str(edge_key) not in added_edges:
edges.append(edge)
added_edges[str(edge_key)] = True
for property_node in get_own_properties(property_nodes, property_edges):
edge_key = str(data_point.id) + str(property_node.id) + field_name
if str(edge_key) not in added_edges:
edges.append((data_point.id, property_node.id, field_name, {
"source_node_id": data_point.id,
"target_node_id": property_node.id,
"relationship_name": field_name,
"updated_at": datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S"),
}))
added_edges[str(edge_key)] = True
continue
if isinstance(field_value, list) and len(field_value) > 0 and isinstance(field_value[0], DataPoint): if isinstance(field_value, list) and len(field_value) > 0 and isinstance(field_value[0], DataPoint):
excluded_properties.add(field_name) excluded_properties.add(field_name)
for item in field_value: for item in field_value:
property_nodes, property_edges = get_graph_from_model(item, True, added_nodes, added_edges) nodes, edges, added_nodes, added_edges = add_nodes_and_edges(data_point, field_name, item, nodes, edges, added_nodes, added_edges)
edges = [(*edge[:3],{**edge[3], "metadata": {"type": "list"}}) for edge in edges]
for node in property_nodes:
if str(node.id) not in added_nodes:
nodes.append(node)
added_nodes[str(node.id)] = True
for edge in property_edges:
edge_key = str(edge[0]) + str(edge[1]) + edge[2]
if str(edge_key) not in added_edges:
edges.append(edge)
added_edges[edge_key] = True
for property_node in get_own_properties(property_nodes, property_edges):
edge_key = str(data_point.id) + str(property_node.id) + field_name
if str(edge_key) not in added_edges:
edges.append((data_point.id, property_node.id, field_name, {
"source_node_id": data_point.id,
"target_node_id": property_node.id,
"relationship_name": field_name,
"updated_at": datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S"),
"metadata": {
"type": "list"
},
}))
added_edges[edge_key] = True
continue continue
data_point_properties[field_name] = field_value data_point_properties[field_name] = field_value