()
| 60 | return args |
| 61 | |
| 62 | def main(): |
| 63 | args = parse_args() |
| 64 | |
| 65 | cfg = Config.fromfile(args.config) |
| 66 | |
| 67 | if args.cfg_options is None: |
| 68 | args.cfg_options = dict() |
| 69 | if args.root is not None: |
| 70 | args.cfg_options["root"] = args.root |
| 71 | |
| 72 | args.cfg_options["checkpoint_start_date"] = args.checkpoint_start_date |
| 73 | args.cfg_options["if_load_memory"] = args.if_load_memory |
| 74 | args.cfg_options["memory_path"] = args.memory_path |
| 75 | args.cfg_options["if_load_trading_record"] = args.if_load_trading_record |
| 76 | args.cfg_options["trading_record_path"] = args.trading_record_path |
| 77 | |
| 78 | if args.if_train is not None: |
| 79 | args.cfg_options["if_train"] = args.if_train |
| 80 | if args.if_valid is not None: |
| 81 | args.cfg_options["if_valid"] = args.if_valid |
| 82 | cfg.merge_from_dict(args.cfg_options) |
| 83 | |
| 84 | update_data_root(cfg, root=args.root) |
| 85 | |
| 86 | exp_path = os.path.join(cfg.root, cfg.workdir, cfg.tag) |
| 87 | if args.if_remove is None: |
| 88 | args.if_remove = bool(input(f"| Arguments PRESS 'y' to REMOVE: {exp_path}? ") == 'y') |
| 89 | if args.if_remove: |
| 90 | import shutil |
| 91 | shutil.rmtree(exp_path, ignore_errors=True) |
| 92 | print(f"| Arguments Remove work_dir: {exp_path}") |
| 93 | else: |
| 94 | print(f"| Arguments Keep work_dir: {exp_path}") |
| 95 | os.makedirs(exp_path, exist_ok=True) |
| 96 | |
| 97 | cfg.dump(os.path.join(exp_path, 'config.py')) |
| 98 | |
| 99 | provider = PROVIDER.build(cfg.provider) |
| 100 | |
| 101 | dataset = DATASET.build(cfg.dataset) |
| 102 | cfg.train_environment["dataset"] = dataset |
| 103 | train_env = ENVIRONMENT.build(cfg.train_environment) |
| 104 | cfg.valid_environment["dataset"] = dataset |
| 105 | valid_env = ENVIRONMENT.build(cfg.valid_environment) |
| 106 | |
| 107 | plots = PLOTS.build(cfg.plots) |
| 108 | |
| 109 | cfg.memory["symbols"] = dataset.assets |
| 110 | cfg.memory["embedding_dim"] = provider.get_embedding_dim() |
| 111 | memory = MEMORY.build(cfg.memory) |
| 112 | |
| 113 | diverse_query = DiverseQuery(memory, provider, top_k=cfg.top_k) |
| 114 | strategy_agents = StrategyAgents() |
| 115 | |
| 116 | if cfg.if_load_memory and cfg.memory_path is not None: |
| 117 | print("load local memory...") |
| 118 | memory_path = os.path.join(cfg.root, cfg.memory_path) |
| 119 | memory.load_local(memory_path=memory_path) |
no test coverage detected