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Download models/knowledge_graph.py from varshithreddy1807/aria: direct link, hf CLI and curl.
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https://huggingface.co/spaces/varshithreddy1807/aria/resolve/main/models/knowledge_graph.py
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2.26 kB
| """Repository Knowledge Graph data models. | |
| Defines Pydantic structures for the Knowledge Graph nodes, edges, and summaries. | |
| """ | |
| from typing import Dict, List, Any | |
| from pydantic import BaseModel, Field | |
| class KnowledgeGraphNode(BaseModel): | |
| """A single semantic entity/node in the Repository Knowledge Graph.""" | |
| id: str = Field(..., description="Unique stable node identifier.") | |
| type: str = Field( | |
| ..., | |
| description="Entity type: repository | directory | file | symbol | component | health | compliance.", | |
| ) | |
| properties: Dict[str, Any] = Field( | |
| default_factory=dict, description="Metadata properties of the entity." | |
| ) | |
| class KnowledgeGraphEdge(BaseModel): | |
| """A directed semantic relationship between two nodes in the graph.""" | |
| source: str = Field(..., description="Source stable node ID.") | |
| target: str = Field(..., description="Target stable node ID.") | |
| type: str = Field( | |
| ..., | |
| description="Relationship type: CONTAINS | DECLARES | IMPORTS | CALLS | HAS_HEALTH | HAS_COMPLIANCE.", | |
| ) | |
| properties: Dict[str, Any] = Field( | |
| default_factory=dict, description="Metadata properties of the relationship." | |
| ) | |
| class KnowledgeGraph(BaseModel): | |
| """The fully composed read-only view of the Repository Knowledge Graph.""" | |
| repository_name: str = Field(..., description="owner/repo identifier.") | |
| nodes: List[KnowledgeGraphNode] = Field( | |
| default_factory=list, description="All semantic nodes." | |
| ) | |
| edges: List[KnowledgeGraphEdge] = Field( | |
| default_factory=list, description="All semantic edges." | |
| ) | |
| class KnowledgeGraphSummary(BaseModel): | |
| """Lightweight summary version of the Repository Knowledge Graph for stats and dashboards.""" | |
| repository_name: str = Field(..., description="owner/repo identifier.") | |
| nodes_count: int = Field(..., description="Total count of nodes in the graph.") | |
| edges_count: int = Field(..., description="Total count of edges in the graph.") | |
| node_types_breakdown: Dict[str, int] = Field( | |
| ..., description="Breakdown of nodes count by entity type." | |
| ) | |
| edge_types_breakdown: Dict[str, int] = Field( | |
| ..., description="Breakdown of edges count by relationship type." | |
| ) | |