修改接口文档
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doc/接口文档code.md
189
doc/接口文档code.md
@ -737,43 +737,28 @@ Content-Type: application/json
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Request:
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{
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"run_id": "7970364d490f4e0aa0375c2db26215f3",
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run_id": "bd3697dc238c4d1587e0f4f319d04448",
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"method": "GridSearchCV",
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"parameters": {
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"param_grid": {
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"max_depth": [3, 5, 7],
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"learning_rate": [0.01, 0.1, 0.2],
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"n_estimators": [100, 200, 300]
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},
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"scoring": "accuracy",
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"cv": 5,
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"n_jobs": -1,
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"verbose": 1
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"max_depth": [3, 5, 7],
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"n_estimators": [50, 100, 200],
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"min_samples_split": [2, 5, 10]
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},
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"data_path": "dataset/dataset_processed/train_val_combined.csv",
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"output_dir": "optimized_models/",
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"experiment_name": "xgboost_optimization"
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"data_path": "dataset/dataset_processed/test_optimize/train.csv",
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"output_dir": None,
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"experiment_name": "测试模型优化方法"
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}
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Response:
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{
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"status": "success",
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"optimization": {
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"id": "opt_20250220_001",
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"run_id": "7970364d490f4e0aa0375c2db26215f3",
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"method": "GridSearchCV",
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"original_model": "XGBClassifier",
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"best_params": {
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"max_depth": 5,
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"learning_rate": 0.1,
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"n_estimators": 200
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},
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"best_score": 0.968,
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"cv_results_file": "optimized_models/opt_20250220_001/cv_results.csv",
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"optimized_model_id": "8970364d490f4e0aa0375c2db26215f4",
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"execution_time": "45m 23s",
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"status": "completed",
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"timestamp": "2025-02-20 10:45:30"
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"status": "success",
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"message": "优化任务已执行",
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"run_id": "903ab190690e496aa74e6aaefac8a7cb", # 新的运行id
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"optimized_model_id": "bd3697dc238c4d1587e0f4f319d04448" # 被优化模型的运行id
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}
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}
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@ -790,38 +775,42 @@ Error Response:
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### 3.4 获取优化任务列表
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```http
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GET /optimize/tasks?experiment_name={experiment_name}&page={page}&page_size={page_size}
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GET /optimize/tasks?experiment_name={experiment_name}&page={page}&page_size={page_size}$status={status}
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Response:
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{
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"status": "success",
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"tasks": [
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{
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"id": "opt_20250220_001",
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"run_id": "7970364d490f4e0aa0375c2db26215f3",
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"method": "GridSearchCV",
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"original_model": "XGBClassifier",
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"best_score": 0.968,
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"status": "completed",
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"start_time": "2025-02-20 09:30:15",
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"end_time": "2025-02-20 10:45:30",
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"optimized_model_id": "8970364d490f4e0aa0375c2db26215f4"
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"id": "opt_20250318_b50499",
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"run_id": "0e7f80468ba3451d98e2ed54dafe71a6",
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"task_id": "opt_20250318_b50499",
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"method": "GridSearchCV",
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"original_model": "XGBClassifier",
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"best_score": 0.9490196078431372,
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"status": "completed",
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"start_time": "2025-03-18T11:30:52.586156",
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"end_time": "2025-03-18T11:30:56.488706",
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"experiment_name": "测试模型优化方法",
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"optimized_model_id": "bd3697dc238c4d1587e0f4f319d04448"
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},
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{
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"id": "opt_20250220_002",
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"run_id": "7970364d490f4e0aa0375c2db26215f5",
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"method": "RandomizedSearchCV",
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"original_model": "RandomForestClassifier",
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"best_score": 0.942,
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"status": "completed",
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"start_time": "2025-02-20 11:15:20",
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"end_time": "2025-02-20 12:05:45",
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"optimized_model_id": "8970364d490f4e0aa0375c2db26215f6"
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"id": "opt_20250318_8de4b3",
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"run_id": "903ab190690e496aa74e6aaefac8a7cb",
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"task_id": "opt_20250318_8de4b3",
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"method": "GridSearchCV",
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"original_model": "XGBClassifier",
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"best_score": 0.9490196078431372,
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"status": "completed",
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"start_time": "2025-03-18T11:36:29.244644",
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"end_time": "2025-03-18T11:36:33.021564",
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"experiment_name": "测试模型优化方法",
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"optimized_model_id": "bd3697dc238c4d1587e0f4f319d04448"
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}
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],
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"total_count": 2,
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"page": 1,
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"page_size": 10
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],
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"total_count": 2,
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"page": 1,
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"page_size": 10
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}
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```
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@ -831,42 +820,50 @@ GET /optimize/task/{task_id}
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Response:
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{
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"status": "success",
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"task": {
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"id": "opt_20250220_001",
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"run_id": "7970364d490f4e0aa0375c2db26215f3",
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"method": "GridSearchCV",
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"original_model": "XGBClassifier",
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"parameters": {
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"param_grid": {
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"max_depth": [3, 5, 7],
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"learning_rate": [0.01, 0.1, 0.2],
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"n_estimators": [100, 200, 300]
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},
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"scoring": "accuracy",
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"cv": 5,
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"n_jobs": -1,
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"verbose": 1
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},
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"best_params": {
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"max_depth": 5,
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"learning_rate": 0.1,
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"n_estimators": 200
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},
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"best_score": 0.968,
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"cv_results_summary": {
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"mean_fit_time": 12.5,
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"mean_score_time": 0.8,
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"param_combinations": 27,
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"score_range": [0.912, 0.968]
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},
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"cv_results_file": "optimized_models/opt_20250220_001/cv_results.csv",
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"optimized_model_id": "8970364d490f4e0aa0375c2db26215f4",
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"execution_time": "45m 23s",
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"status": "completed",
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"start_time": "2025-02-20 09:30:15",
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"end_time": "2025-02-20 10:45:30"
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}
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"status": "success",
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"task": {
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"id": "opt_20250318_8de4b3",
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"run_id": "903ab190690e496aa74e6aaefac8a7cb",
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"experiment_id": "780687096365534715",
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"task_id": "opt_20250318_8de4b3",
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"method": "GridSearchCV",
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"original_model": "XGBClassifier",
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"parameters": {
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"max_depth": [
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3,
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5,
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7
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],
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"min_samples_split": [
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2,
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5,
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10
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],
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"n_estimators": [
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50,
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100,
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200
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]
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},
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"best_params": {},
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"best_score": 0.9490196078431372,
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"cv_results_summary": {
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"mean_fit_time": 0.12129182815551758,
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"mean_score_time": 0.005704736709594727,
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"param_combinations": 1,
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"score_range": [
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0.9490196078431372,
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0.9490196078431372
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]
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},
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"cv_results_file": "optimized_models/opt_20250318_8de4b3/cv_results.csv",
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"optimized_model_id": "bd3697dc238c4d1587e0f4f319d04448",
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"execution_time": "0:00:03.776920",
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"experiment_name": "测试模型优化方法",
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"status": "completed",
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"start_time": "2025-03-18T11:36:29.244644",
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"end_time": "2025-03-18T11:36:33.021564"
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}
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}
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```
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@ -898,15 +895,15 @@ DELETE /optimize/task/{task_id}
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Response:
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{
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"status": "success",
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"message": "优化任务已删除",
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"details": {
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"task_id": "opt_20250220_001",
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"deleted_files": [
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"optimized_models/opt_20250220_001/cv_results.csv",
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"optimized_models/opt_20250220_001/optimization_log.txt"
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]
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}
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"status": "success",
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"message": "优化任务已删除",
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"details": {
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"task_id": "opt_20250318_8de4b3",
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"deleted_files": [
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"optimized_models/opt_20250318_8de4b3/task_info.json",
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"optimized_models/opt_20250318_8de4b3/cv_results.csv"
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]
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}
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}
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Error Response:
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