import time from shapely.geometry import box from inire import ( CongestionOptions, DiagnosticsOptions, NetSpec, ObjectiveWeights, Port, RoutingOptions, RoutingProblem, RoutingResult, SearchOptions, route, ) from inire.utils.visualization import plot_expanded_nodes, plot_routing_results def main() -> None: print("Running Example 07: Fan-Out (10 Nets, 50um Radius)...") bounds = (0, 0, 1000, 1000) obstacles = [ box(450, 0, 550, 400), box(450, 600, 550, 1000), ] num_nets = 10 start_x = 50 start_y_base = 500 - (num_nets * 10.0) / 2.0 end_x = 950 end_y_base = 100 end_y_pitch = 800.0 / (num_nets - 1) netlist: dict[str, tuple[Port, Port]] = {} for index in range(num_nets): start_y = int(round(start_y_base + index * 10.0)) end_y = int(round(end_y_base + index * end_y_pitch)) netlist[f"net_{index:02d}"] = (Port(start_x, start_y, 0), Port(end_x, end_y, 0)) problem = RoutingProblem( bounds=bounds, nets=tuple(NetSpec(net_id, start, target, width=2.0) for net_id, (start, target) in netlist.items()), static_obstacles=tuple(obstacles), clearance=6.0, ) options = RoutingOptions( search=SearchOptions( node_limit=2_000_000, bend_radii=(50.0,), sbend_radii=(50.0,), greedy_h_weight=1.5, ), objective=ObjectiveWeights( unit_length_cost=0.1, bend_penalty=100.0, sbend_penalty=400.0, ), congestion=CongestionOptions( max_iterations=15, base_penalty=100.0, multiplier=1.4, shuffle_nets=True, seed=42, ), diagnostics=DiagnosticsOptions(capture_expanded=True), ) iteration_stats: list[dict[str, int]] = [] def iteration_callback(iteration: int, current_results: dict[str, RoutingResult]) -> None: successes = sum(1 for result in current_results.values() if result.is_valid) total_collisions = sum(result.collisions for result in current_results.values()) print(f" Iteration {iteration} finished. Successes: {successes}/{len(netlist)}, Collisions: {total_collisions}") iteration_stats.append( { "Iteration": iteration, "Success": successes, "Congestion": total_collisions, } ) print(f"Routing {len(netlist)} nets through 200um bottleneck...") start_time = time.perf_counter() run = route(problem, options=options, iteration_callback=iteration_callback) end_time = time.perf_counter() print(f"Routing took {end_time - start_time:.4f}s") print("\n--- Iteration Summary ---") print(f"{'Iter':<5} | {'Success':<8} | {'Congest':<8}") print("-" * 30) for stats in iteration_stats: print(f"{stats['Iteration']:<5} | {stats['Success']:<8} | {stats['Congestion']:<8}") success_count = sum(1 for result in run.results_by_net.values() if result.is_valid) print(f"\nFinal: Routed {success_count}/{len(netlist)} nets successfully.") for net_id, result in run.results_by_net.items(): if not result.is_valid: print(f" FAILED: {net_id}, collisions={result.collisions}") else: print(f" {net_id}: SUCCESS") fig, ax = plot_routing_results(run.results_by_net, list(obstacles), bounds, netlist=netlist) plot_expanded_nodes(list(run.expanded_nodes), ax=ax) fig.savefig("examples/07_large_scale_routing.png") print("Saved plot to examples/07_large_scale_routing.png") if __name__ == "__main__": main()