训练 - 水库运行管理系统

本接口分别针对两种不同的坝型——土石坝和混凝土坝进行建模。其中土石坝的变形分为竖直方向的变位（即沉降），上下游方向的水平变位和沿坝轴线方向的变位等三个分量。混凝土坝主要考虑水压力、杨压力、泥沙压力和温度等载荷，混凝土分为拱坝和重力坝两种类型。本接口通过输入单测点的历史数据及对应的水位、气温等数据，通过自研的算法对模型进行训练，并将模型返回给调用方。

请求参数

Body 参数application/json

points

array [object {5}]

测点数据列表

必需

测点数据列表

point_id

integer

测点ID

可选

测点ID

component_id

string

测值项ID

可选

测值项ID

has_temperature_data

integer

是否包含温度数据

可选

是否包含温度数据

historical_observations

array [array]

历史观测数据

可选

历史观测数据

initial_list

array [oneOf]

初始环境量

可选

初始环境量

public_data

object

必需

shared_data

array [array]

公共数据

必需

历史观测数据，公共部分数据。

historical_data_for_features

array [array]

必需

历史数据用于特征计算，早于 shared_data，用于计算均值等特征。

dam_type

string

大坝类型

必需

大坝类型

示例

{
    "points": [
        {
            "point_id": 7495,
            "component_id": "e",
            "has_temperature_data": 1,
            "historical_observations": [
                [
                    "2023-08-01",
                    3.7
                ],
                [
                    "2023-08-02",
                    4.35
                ],
                [
                    "2023-08-03",
                    4
                ],
                [
                    "2023-08-04",
                    3.65
                ],
                [
                    "2023-08-05",
                    3.6
                ],
                [
                    "2023-08-06",
                    3.35
                ],
                [
                    "2023-08-07",
                    3.6
                ],
                [
                    "2023-08-08",
                    4.35
                ],
                [
                    "2023-08-09",
                    4.1
                ],
                [
                    "2023-08-10",
                    3.3
                ],
                [
                    "2023-08-11",
                    3.6
                ],
                [
                    "2023-08-12",
                    3.35
                ],
                [
                    "2023-08-13",
                    3.3
                ],
                [
                    "2023-08-14",
                    3.3
                ],
                [
                    "2023-08-15",
                    3.1
                ],
                [
                    "2023-08-16",
                    3
                ],
                [
                    "2023-08-17",
                    3
                ],
                [
                    "2023-08-18",
                    2.9
                ],
                [
                    "2023-08-19",
                    3.05
                ],
                [
                    "2023-08-20",
                    3.05
                ],
                [
                    "2023-08-21",
                    3
                ],
                [
                    "2023-08-22",
                    3.05
                ],
                [
                    "2023-08-23",
                    3.15
                ],
                [
                    "2023-08-24",
                    3.85
                ],
                [
                    "2023-08-25",
                    2.9
                ],
                [
                    "2023-08-26",
                    3.45
                ],
                [
                    "2023-08-27",
                    2.9
                ],
                [
                    "2023-08-28",
                    3.9
                ],
                [
                    "2023-08-29",
                    3.25
                ],
                [
                    "2023-08-30",
                    2.65
                ],
                [
                    "2023-08-31",
                    3.15
                ],
                [
                    "2023-09-01",
                    3.1
                ],
                [
                    "2023-09-02",
                    2.9
                ],
                [
                    "2023-09-03",
                    2.6
                ],
                [
                    "2023-09-04",
                    2.2
                ],
                [
                    "2023-09-05",
                    2.3
                ],
                [
                    "2023-09-06",
                    2.95
                ],
                [
                    "2023-09-07",
                    2.4
                ],
                [
                    "2023-09-08",
                    2.4
                ],
                [
                    "2023-09-09",
                    2.25
                ],
                [
                    "2023-09-10",
                    2.65
                ],
                [
                    "2023-09-11",
                    2.45
                ],
                [
                    "2023-09-12",
                    3.2
                ],
                [
                    "2023-09-13",
                    2.45
                ],
                [
                    "2023-09-14",
                    2.15
                ],
                [
                    "2023-09-15",
                    1.75
                ],
                [
                    "2023-09-16",
                    1.95
                ],
                [
                    "2023-09-17",
                    1.95
                ],
                [
                    "2023-09-18",

示例代码

Shell

JavaScript

Java

Swift

PHP

Python

HTTP

Objective-C

Ruby

OCaml

Dart

curl --location --request POST 'http://192.168.11.46:13000/v1/engineering_safety_prediction_warning/deformation/training' \
--header 'Content-Type: application/json' \
--data-raw '{
    "points": [
        {
            "point_id": 7495,
            "component_id": "e",
            "has_temperature_data": 1,
            "historical_observations": [
                [
                    "2023-08-01",
                    3.7
                ],
                [
                    "2023-08-02",
                    4.35
                ],
                [
                    "2023-08-03",
                    4
                ],
                [
                    "2023-08-04",
                    3.65
                ],
                [
                    "2023-08-05",
                    3.6
                ],
                [
                    "2023-08-06",
                    3.35
                ],
                [
                    "2023-08-07",
                    3.6
                ],
                [
                    "2023-08-08",
                    4.35
                ],
                [
                    "2023-08-09",
                    4.1
                ],
                [
                    "2023-08-10",
                    3.3
                ],
                [
                    "2023-08-11",
                    3.6
                ],
                [
                    "2023-08-12",
                    3.35
                ],
                [
                    "2023-08-13",
                    3.3
                ],
                [
                    "2023-08-14",
                    3.3
                ],
                [
                    "2023-08-15",
                    3.1
                ],
                [
                    "2023-08-16",
                    3
                ],
                [
                    "2023-08-17",
                    3
                ],
                [
                    "2023-08-18",
                    2.9
                ],
                [
                    "2023-08-19",
                    3.05
                ],
                [
                    "2023-08-20",
                    3.05
                ],
                [
                    "2023-08-21",
                    3
                ],
                [
                    "2023-08-22",
                    3.05
                ],
                [
                    "2023-08-23",
                    3.15
                ],
                [
                    "2023-08-24",
                    3.85
                ],
                [
                    "2023-08-25",
                    2.9
                ],
                [
                    "2023-08-26",
                    3.45
                ],
                [
                    "2023-08-27",
                    2.9
                ],
                [
                    "2023-08-28",
                    3.9
                ],
                [
                    "2023-08-29",
                    3.25
                ],
                [
                    "2023-08-30",
                    2.65
                ],
                [
                    "2023-08-31",
                    3.15
                ],
                [
                    "2023-09-01",
                    3.1
                ],
                [
                    "2023-09-02",
                    2.9
                ],
                [
                    "2023-09-03",
                    2.6
                ],
                [
                    "2023-09-04",
                    2.2
                ],
                [
                    "2023-09-05",
                    2.3
                ],
                [
                    "2023-09-06",
                    2.95
                ],
                [
                    "2023-09-07",
                    2.4
                ],
                [
                    "2023-09-08",
                    2.4
                ],
                [
                    "2023-09-09",
                    2.25
                ],
                [
                    "2023-09-10",
                    2.65
                ],
                [
                    "2023-09-11",
                    2.45
                ],
                [
                    "2023-09-12",
                    3.2
                ],
                [
                    "2023-09-13",
                    2.45
                ],
                [
                    "2023-09-14",
                    2.15
                ],
                [
                    "2023-09-15",
                    1.75
                ],
                [
                    "2023-09-16",
                    1

返回响应

🟢200成功

application/json

Body

code

integer

Code

必需

msg

string

Msg

必需

data

object

Data

必需

point_id

string

测点ID

必需

component_id

string

测值项ID

必需

model

string

必需

使用Base64编码后的模型，原始类型为二进制

示例

{
    "code": 200,
    "msg": "请求成功",
    "data": [
        {
            "err_code": null,
            "point_id": 7495,
            "component_id": "e",
            "model": "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