插件下载了解更多
Alibaba Cloud Developer ToolkitbetaAlibaba Cloud OpenAPI
Alibaba Cloud Developer Toolkit is a collection of extensions that can help access Alibaba Cloud services in Visual Studio Code.
安装插件之前，确保已安装 JetBrains IDE安装插件之前，确保已安装 JetBrains IDE
Alibaba Cloud Developer ToolkitbetaAlibaba Cloud OpenAPI
The Alibaba Cloud Developer Toolkit for JetBrains makes it easier to access Alibaba Cloud services.
流控信息
当前云产品API请求速率暂未透出。
请求语法
GET /api/automl/v1/hpo/experiment/{ExperimentId} HTTP/1.1
路径参数
| 字段名称 | 字段详情 |
|---|---|
ExperimentIdstring | HPO 实验 id 示例值:sX5O9Q8参考取值来源: ListHpoExperiments GetAutofeExperiment CreateHpoExperiment |
返回参数
| 字段名称 | 字段详情 |
|---|---|
RequestIdstring | POP 的请求 id 示例值:3F190916-B3E5-5D1E-AD0C-35C0DF105F51 |
Codestring | 内部错误码。只在响应出错时被设置。 示例值:INVALID_INPUT_PARAMS |
Messagestring | 响应错误信息。只在响应出错时被设置。 示例值:Missing 'user_id' in request. |
AccessDeniedDetailobject | 访问被拒绝详细信息。 示例值:{
"AuthPrincipalType": "sub",
"PolicyType": "AccountLevelIdentityBasedPolicy",
"NoPermissionType": "NoPermission"
}
|
ExperimentIdstring | HPO 实验 id 示例值:sX5O9Q8 |
Creatorstring | 实验创建人的 UserId 示例值:123456789 |
SearchSpacestring | search_space.json 配置内容 示例值:{"${centerCount}":{"_type":"choice","_value":[2,3,4,5]},"${distanceType}":{"_type":"choice","_value":["euclidean","cosine","cityblock"]}} |
Namestring | 实验名称 示例值:my_hpo_exp_1 |
Statusstring | 实验状态 示例值:INVALID_USER_OR_EXP, SUCCESS, or EXECUTION_FAILURE |
JobTypestring | 实验类型。对于 HPO 实验，类型值始终是 1. 示例值:1 |
ConfigInistring | trial.ini 配置内容 示例值:[odps_config]
access_id=foo
access_key=bar
end_point=http://service.odps.aliyun.com/api
log_view_host=http://logview.odps.aliyun.com
project_name=my_project |
ConfigYmlstring | exp.yml 配置内容 示例值:assessor:
classArgs:
optimize_mode: maximize
start_step: 1
name: PAIAssessor
debug: true
experimentName: maxcompute_kmeans_monitor
experimentWorkingDirectory: ../expdir
logLevel: debug
maxTrialNumber: 10
searchSpaceFile: search_space.json
trainingService:
platform: local
trialCommand: python3 -m hpo_tools.core.utils.run --config=./config.ini
trialConcurrency: 2
tuner:
classArgs:
optimize_mode: maximize
name: TPE |
GmtCreateTimestring | 实验创建时间。 示例值:2024-01-01 08:30:11 |
GmtModifiedTimestring | 实验数据最近更新时间。 示例值:2024-01-01 08:30:11 |
WorkspaceIdstring | 工作空间 ID。 示例值:12345 |
Accessibilitystring | 工作空间可见性，可能值为：展开详情 示例值:PRIVATE |
Descriptionstring | 实验描述信息 示例值:我的实验 |
TrialCountinteger<int32> | 实验已经产生的 trial 的数量 示例值:3 |
TrialStatusmap<string> | trail 状态名称和数量 |
HpoExperimentConfigurationobject | 实验配置信息 示例值:{
"output_config": {
"model_path": "bi_ps_${exp_id}_${trial_id}"
},
"platform_config": {
"cmd": [
"PAI -name ps_smart\n -project foo",
"PAI -name prediction\n -project foo",
"PAI -name evaluate -project foo",
"INSERT OVERWRITE TABLE my_table;"
],
"name": "MaxCompute"
},
"metric_config": {
"metric_dict": {
"recall": 0.5,
"auc": 0.25,
"precision": 0.25
},
"metric_source": [
"select * from my_metrics where pt='${exp_id}_${trial_id}';"
],
"metric_type": "table",
"final_mode": "best"
},
"odps_config": {
"project_name": "my_project",
"role_arn": "acs:ram::123456789:role/aliyunserviceroleforfoo",
"region": "cn-shanghai",
"end_point": "http://service.cn.maxcompute.aliyun-inc.com/api",
"log_view_host": "http://logview.odps.aliyun.com"
},
"yml_config": {
"max_trial_number": 5,
"assessor": {
"name": "PAIAssessor",
"class_args": {
"earlystop": true,
"start_step": 5,
"optimize_mode": "maximize"
}
},
"experiment_name": "my_exp",
"tuner": {
"name": "TPE",
"class_args": {
"optimize_mode": "maximize"
}
},
"trial_concurrency": 2
},
"search_space": {
"${max_depth}": {
"_type": "choice",
"_value": [
1,
3,
5
]
},
"${tree_count}": {
"_value": [
50,
100,
150
],
"_type": "choice"
}
}
} |
Deletedboolean | 是否已经被删除 示例值:0 |
Tagsarray<object> | 用户自定义标签列表 |
返回示例
变更历史
| 变更时间 | 变更内容概要 | 操作 | |
|---|---|---|---|
| 2025-02-07 | |||
| 2024-10-21 |