from copy import deepcopy def inject(assembler, chain_definition, chain_items): if not chain_items: return start_node_name = chain_definition.get('start') start_node_id = None if start_node_name: if start_node_name not in assembler.node_map: print(f"Warning: Start node '{start_node_name}' for dynamic LoRA chain not found. Skipping chain.") return start_node_id = assembler.node_map[start_node_name] output_map = chain_definition.get('output_map', {}) current_connections = {} for key, type_name in output_map.items(): if ':' in str(key): node_name, idx_str = key.split(':') if node_name not in assembler.node_map: print(f"Warning: Node '{node_name}' in chain's output_map not found. Skipping.") continue node_id = assembler.node_map[node_name] start_output_idx = int(idx_str) current_connections[type_name] = [node_id, start_output_idx] elif start_node_id: start_output_idx = int(key) current_connections[type_name] = [start_node_id, start_output_idx] else: print(f"Warning: LoRA chain has no 'start' node defined, and an output_map key '{key}' is not in 'node:index' format. Skipping this connection.") input_map = chain_definition.get('input_map', {}) chain_output_map = chain_definition.get('template_output_map', { "0": "model", "1": "clip" }) for item_data in chain_items: template_name = chain_definition['template'] template = assembler._get_node_template(template_name) node_data = deepcopy(template) for param_name, value in item_data.items(): if param_name in node_data['inputs']: node_data['inputs'][param_name] = value for type_name, input_name in input_map.items(): if type_name in current_connections: node_data['inputs'][input_name] = current_connections[type_name] new_node_id = assembler._get_unique_id() assembler.workflow[new_node_id] = node_data for idx_str, type_name in chain_output_map.items(): current_connections[type_name] = [new_node_id, int(idx_str)] end_input_map = chain_definition.get('end_input_map', {}) for type_name, targets in end_input_map.items(): if type_name in current_connections: if not isinstance(targets, list): targets = [targets] for target_str in targets: end_node_name, end_input_name = target_str.split(':') if end_node_name in assembler.node_map: end_node_id = assembler.node_map[end_node_name] assembler.workflow[end_node_id]['inputs'][end_input_name] = current_connections[type_name] else: print(f"Warning: End node '{end_node_name}' for dynamic chain not found. Skipping connection.")