"""Evaluator for Cloudcast multi-cloud broadcast optimization. Requires profiles/ and examples/config/ data files in the same directory. """ import importlib.util import traceback import json import os import sys import tempfile from pathlib import Path def evaluate(program_path): try: # Add evaluator dir and program dir to path BEFORE any imports evaluator_dir = os.path.dirname(os.path.abspath(__file__)) prog_dir = os.path.dirname(os.path.abspath(program_path)) for p in [evaluator_dir, prog_dir]: if p not in sys.path: sys.path.insert(0, p) spec = importlib.util.spec_from_file_location("program", program_path) program = importlib.util.module_from_spec(spec) spec.loader.exec_module(program) if not hasattr(program, "search_algorithm"): return {"combined_score": 0.0, "error": "Missing search_algorithm function"} import utils import simulator import broadcast from initial_program import make_nx_graph config_files = [ os.path.join(evaluator_dir, "examples/config/intra_aws.json"), os.path.join(evaluator_dir, "examples/config/intra_azure.json"), os.path.join(evaluator_dir, "examples/config/intra_gcp.json"), os.path.join(evaluator_dir, "examples/config/inter_agz.json"), os.path.join(evaluator_dir, "examples/config/inter_gaz2.json"), ] existing = [f for f in config_files if os.path.exists(f)] if not existing: return {"combined_score": 0.0, "error": "No config files found"} num_vms = 2 total_cost = 0.0 successful = 0 with tempfile.TemporaryDirectory() as tmpdir: orig = os.getcwd() try: os.chdir(tmpdir) for jsonfile in existing: with open(jsonfile, "r") as f: config_name = os.path.basename(jsonfile).split(".")[0] config = json.loads(f.read()) G = make_nx_graph(num_vms=num_vms) source = config["source_node"] terminals = config["dest_nodes"] num_partitions = config["num_partitions"] bc_t = program.search_algorithm(source, terminals, G, num_partitions) bc_t.set_num_partitions(num_partitions) directory = f"paths/{config_name}" Path(directory).mkdir(parents=True, exist_ok=True) outf = f"{directory}/search_algorithm.json" with open(outf, "w") as out: out.write(json.dumps({ "algo": "search_algorithm", "source_node": bc_t.src, "terminal_nodes": bc_t.dsts, "num_partitions": bc_t.num_partitions, "generated_path": bc_t.paths, })) output_dir = f"evals/{config_name}" Path(output_dir).mkdir(parents=True, exist_ok=True) sim = simulator.BCSimulator(num_vms, output_dir) _, cost = sim.evaluate_path(outf, config) total_cost += cost successful += 1 finally: os.chdir(orig) if successful == 0: return {"combined_score": 0.0, "error": "All configs failed"} combined = 1.0 / (1.0 + total_cost) return {"combined_score": combined, "total_cost": total_cost, "successful_configs": successful} except Exception as e: traceback.print_exc() return {"combined_score": 0.0, "error": str(e)}