| 63 | return str(self.edge_id) |
| 64 | |
| 65 | class ExecutionGraph(BaseModel): |
| 66 | init_node:Optional[GID] = None |
| 67 | nodes:Dict[GID,ExecutionNode] = {} |
| 68 | edges:Dict[GID,Dict[GID,DirectedEdge]] = {} |
| 69 | |
| 70 | def convert_to_dict(self): |
| 71 | data = [] |
| 72 | all_start_nodes = [node.node_id for node in self.nodes.values() if node.in_degree == 0] |
| 73 | all_visited_nodes = set() |
| 74 | for node in all_start_nodes: |
| 75 | def dfs(node:ExecutionNode)->Dict[Any,Any]: |
| 76 | if node.node_id in all_visited_nodes: |
| 77 | return None |
| 78 | all_visited_nodes.add(node.node_id) |
| 79 | node_json={ |
| 80 | 'role':node.role, |
| 81 | 'message':node.message if node.role != 'system' and node.role !='user' else '', |
| 82 | 'next':[] |
| 83 | } |
| 84 | for next_node in self.get_adjacent_node(node): |
| 85 | next_node_dict = dfs(self.nodes[next_node]) |
| 86 | if next_node_dict is not None: |
| 87 | node_json['next'].append(next_node_dict) |
| 88 | return node_json |
| 89 | |
| 90 | data.append(dfs(self.nodes[node])) |
| 91 | |
| 92 | return data |
| 93 | |
| 94 | def reduce_graph_to_sequence(self): |
| 95 | # random walk to a leaf node |
| 96 | eg = ExecutionGraph() |
| 97 | node = self.nodes[self.init_node] |
| 98 | eg.set_init_node(node) |
| 99 | last_node = node |
| 100 | adj_nodes = self.get_adjacent_node(node) |
| 101 | while len(adj_nodes)>0: |
| 102 | node = self.nodes[random.choice(adj_nodes)] |
| 103 | adj_nodes = self.get_adjacent_node(node) |
| 104 | eg.add_node(node) |
| 105 | eg[last_node,node] = None |
| 106 | last_node = node |
| 107 | return eg |
| 108 | |
| 109 | def draw(self): |
| 110 | import pygraphviz as pgv |
| 111 | G = pgv.AGraph(directed=True) |
| 112 | G.add_nodes_from([str(node) for node in self.nodes.values()]) |
| 113 | VIS_CONFIG={ |
| 114 | 'system':{'shape':'plaintext'}, |
| 115 | 'user': {'fillcolor':'yellow','style':'filled','shape':'circle'}, |
| 116 | 'tool': { |
| 117 | # 'fillcolor':'red','style':'filled', |
| 118 | 'shape':'diamond'}, |
| 119 | 'assistant': { |
| 120 | # 'fillcolor':'green','style':'filled', |
| 121 | 'shape':'box'} |
| 122 | } |
no outgoing calls
no test coverage detected