PredictPreTrainModel
Provides preset capability predictions. Currently available: UIE extraction, applicable to general-purpose intelligent pre-annotation.
Try it now
Test
RAM authorization
|
Action |
Access level |
Resource type |
Condition key |
Dependent action |
|
documentautoml:PredictPreTrainModel |
get |
*All Resource
|
None | None |
Request parameters
|
Parameter |
Type |
Required |
Description |
Example |
| Content |
string |
No |
The prediction content in JSON string format. UIE extraction parameter format: {"query":"xxx","schema":["field1","field2"]}. query corresponds to the image URL, and schema corresponds to the array of fields to extract. |
{"query":"https://doc-automl-public.oss-cn-hangzhou.aliyuncs.com/demo/extractBill.png", "schema":["Name", "Address"]} |
| ServiceVersion |
string |
No |
The version of the preset capability service. Default value: V1. |
V1 |
| ServiceName |
string |
No |
The service name of the preset capability service. This parameter is required. For UIE extraction, set this parameter to "FormUIE". |
FormUIE |
| BinaryToText |
boolean |
No |
Set to false when the Content field contains an image URL. Set to true when the Body field contains a Base64-encoded image. |
false |
| Body |
string |
No |
The prediction content when passing a Base64-encoded image, in JSON character string format. UIE extraction parameter format: {"query":"xxx","schema":["field1","field2"]}. query corresponds to the Base64 encoding of the image, and schema corresponds to the array of fields to extract. |
{"query":"data:image/png;base64,xxxxx","schema":["Name", "Address"]} |
BinaryToText is optional.
Specify either the Content field or the Body field. If the image content is a URL, pass the Content field. If the image content is Base64-encoded, pass the Body field and set BinaryToText to true.
Response elements
|
Element |
Type |
Description |
Example |
|
object |
Schema of Response |
||
| RequestId |
string |
Id of the request |
29413C69-11EF-15CB-BE20-70D318E2F4E9 |
| Code |
integer |
The status of the request result. A value of 200 indicates success. |
200 |
| Message |
string |
The error message. |
success |
| Data |
object |
The response data returned by the operation. |
{ "RequestId": "29413C69-11EF-15CB-BE20-70D318E2F4E9", "Message": "success", "Data": { "score": 1, "data": [ { "prob": 0.9138551354408264, "fieldWordRaw": "xx", "wordInfo": [ { "prob": 0.9138551354408264, "pos": [ { "x": 468, "y": 139 }, { "x": 476, "y": 139 }, { "x": 476, "y": 153 }, { "x": 468, "y": 153 } ], "word": "xx", "charInfo": [ { "prob": 0.99, "pos": [ { "x": 468, "y": 139 }, { "x": 471, "y": 139 }, { "x": 471, "y": 153 }, { "x": 468, "y": 153 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 473, "y": 139 }, { "x": 476, "y": 139 }, { "x": 476, "y": 153 }, { "x": 473, "y": 153 } ], "word": "x" } ] } ], "name": "Name", "location": [ { "x": 468, "y": 139 }, { "x": 476, "y": 139 }, { "x": 476, "y": 153 }, { "x": 468, "y": 153 } ], "fieldWord": "xx" }, { "prob": 0.9594210982322693, "fieldWordRaw": "xxxxxxxxxxx", "wordInfo": [ { "prob": 0.9594210982322693, "pos": [ { "x": 168, "y": 164 }, { "x": 467, "y": 164 }, { "x": 467, "y": 239 }, { "x": 168, "y": 239 } ], "word": "xxxxxxxxxxx", "charInfo": [ { "prob": 0.99, "pos": [ { "x": 366, "y": 164 }, { "x": 383, "y": 164 }, { "x": 383, "y": 179 }, { "x": 366, "y": 179 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 384, "y": 164 }, { "x": 401, "y": 164 }, { "x": 401, "y": 179 }, { "x": 384, "y": 179 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 402, "y": 164 }, { "x": 414, "y": 164 }, { "x": 414, "y": 179 }, { "x": 402, "y": 179 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 418, "y": 164 }, { "x": 427, "y": 164 }, { "x": 427, "y": 179 }, { "x": 418, "y": 179 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 429, "y": 164 }, { "x": 438, "y": 164 }, { "x": 438, "y": 179 }, { "x": 429, "y": 179 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 439, "y": 164 }, { "x": 448, "y": 164 }, { "x": 448, "y": 179 }, { "x": 439, "y": 179 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 450, "y": 164 }, { "x": 467, "y": 164 }, { "x": 467, "y": 179 }, { "x": 450, "y": 179 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 168, "y": 224 }, { "x": 180, "y": 224 }, { "x": 180, "y": 239 }, { "x": 168, "y": 239 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 180, "y": 224 }, { "x": 192, "y": 224 }, { "x": 192, "y": 239 }, { "x": 180, "y": 239 } ], "word": "x" }, { "prob": 0.99, "pos": [ { "x": 195, "y": 224 }, { "x": 209, "y": 224 }, { "x": 209, "y": 239 }, { "x": 195, "y": 239 } ], "word": "1" }, { "prob": 0.99, "pos": [ { "x": 211, "y": 224 }, { "x": 223, "y": 224 }, { "x": 223, "y": 239 }, { "x": 211, "y": 239 } ], "word": "7" }, { "prob": 0.99, "pos": [ { "x": 224, "y": 224 }, { "x": 236, "y": 224 }, { "x": 236, "y": 239 }, { "x": 224, "y": 239 } ], "word": "2" }, { "prob": 0.99, "pos": [ { "x": 237, "y": 224 }, { "x": 249, "y": 224 }, { "x": 249, "y": 239 }, { "x": 237, "y": 239 } ], "word": "7" }, { "prob": 0.99, "pos": [ { "x": 253, "y": 224 }, { "x": 270, "y": 224 }, { "x": 270, "y": 239 }, { "x": 253, "y": 239 } ], "word": "x" } ] } ], "name": "Address", "location": [ { "x": 168, "y": 164 }, { "x": 467, "y": 164 }, { "x": 467, "y": 239 }, { "x": 168, "y": 239 } ], "fieldWord": "xxxxxxxx" } ], "specificType": "formuie-anti", "classType": "preDefinedServer", "predictFile": "https://xxxx" }, "Code": 200 } |
The prediction response of the preset capability service. The Data field is described as follows:
score The confidence score of the prediction service, ranging from 0 to 1.
data The prediction results returned by the algorithm, in array format.
prob The confidence score of the algorithm result, ranging from 0 to 1.
name The extraction key.
fieldWord The extraction value.
location The coordinate position of the extraction result. {"x": 119, "y": 48} represents a coordinate point on the page.
wordInfo The detailed information of the extracted content, including the position information of each character.
specificType The algorithm type (formuie-anti: UIE extraction).
classType preDefinedServer: preset capability.
predictFile The URL of the prediction file (expires after 60 minutes).
Examples
Success response
JSON format
{
"RequestId": "29413C69-11EF-15CB-BE20-70D318E2F4E9",
"Code": 200,
"Message": "success",
"Data": {
"RequestId": "29413C69-11EF-15CB-BE20-70D318E2F4E9",
"Message": "success",
"Data": {
"score": 1,
"data": [
{
"prob": 0.9138551354408264,
"fieldWordRaw": "xx",
"wordInfo": [
{
"prob": 0.9138551354408264,
"pos": [
{
"x": 468,
"y": 139
},
{
"x": 476,
"y": 139
},
{
"x": 476,
"y": 153
},
{
"x": 468,
"y": 153
}
],
"word": "xx",
"charInfo": [
{
"prob": 0.99,
"pos": [
{
"x": 468,
"y": 139
},
{
"x": 471,
"y": 139
},
{
"x": 471,
"y": 153
},
{
"x": 468,
"y": 153
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 473,
"y": 139
},
{
"x": 476,
"y": 139
},
{
"x": 476,
"y": 153
},
{
"x": 473,
"y": 153
}
],
"word": "x"
}
]
}
],
"name": "Name",
"location": [
{
"x": 468,
"y": 139
},
{
"x": 476,
"y": 139
},
{
"x": 476,
"y": 153
},
{
"x": 468,
"y": 153
}
],
"fieldWord": "xx"
},
{
"prob": 0.9594210982322693,
"fieldWordRaw": "xxxxxxxxxxx",
"wordInfo": [
{
"prob": 0.9594210982322693,
"pos": [
{
"x": 168,
"y": 164
},
{
"x": 467,
"y": 164
},
{
"x": 467,
"y": 239
},
{
"x": 168,
"y": 239
}
],
"word": "xxxxxxxxxxx",
"charInfo": [
{
"prob": 0.99,
"pos": [
{
"x": 366,
"y": 164
},
{
"x": 383,
"y": 164
},
{
"x": 383,
"y": 179
},
{
"x": 366,
"y": 179
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 384,
"y": 164
},
{
"x": 401,
"y": 164
},
{
"x": 401,
"y": 179
},
{
"x": 384,
"y": 179
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 402,
"y": 164
},
{
"x": 414,
"y": 164
},
{
"x": 414,
"y": 179
},
{
"x": 402,
"y": 179
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 418,
"y": 164
},
{
"x": 427,
"y": 164
},
{
"x": 427,
"y": 179
},
{
"x": 418,
"y": 179
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 429,
"y": 164
},
{
"x": 438,
"y": 164
},
{
"x": 438,
"y": 179
},
{
"x": 429,
"y": 179
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 439,
"y": 164
},
{
"x": 448,
"y": 164
},
{
"x": 448,
"y": 179
},
{
"x": 439,
"y": 179
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 450,
"y": 164
},
{
"x": 467,
"y": 164
},
{
"x": 467,
"y": 179
},
{
"x": 450,
"y": 179
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 168,
"y": 224
},
{
"x": 180,
"y": 224
},
{
"x": 180,
"y": 239
},
{
"x": 168,
"y": 239
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 180,
"y": 224
},
{
"x": 192,
"y": 224
},
{
"x": 192,
"y": 239
},
{
"x": 180,
"y": 239
}
],
"word": "x"
},
{
"prob": 0.99,
"pos": [
{
"x": 195,
"y": 224
},
{
"x": 209,
"y": 224
},
{
"x": 209,
"y": 239
},
{
"x": 195,
"y": 239
}
],
"word": "1"
},
{
"prob": 0.99,
"pos": [
{
"x": 211,
"y": 224
},
{
"x": 223,
"y": 224
},
{
"x": 223,
"y": 239
},
{
"x": 211,
"y": 239
}
],
"word": "7"
},
{
"prob": 0.99,
"pos": [
{
"x": 224,
"y": 224
},
{
"x": 236,
"y": 224
},
{
"x": 236,
"y": 239
},
{
"x": 224,
"y": 239
}
],
"word": "2"
},
{
"prob": 0.99,
"pos": [
{
"x": 237,
"y": 224
},
{
"x": 249,
"y": 224
},
{
"x": 249,
"y": 239
},
{
"x": 237,
"y": 239
}
],
"word": "7"
},
{
"prob": 0.99,
"pos": [
{
"x": 253,
"y": 224
},
{
"x": 270,
"y": 224
},
{
"x": 270,
"y": 239
},
{
"x": 253,
"y": 239
}
],
"word": "x"
}
]
}
],
"name": "Address",
"location": [
{
"x": 168,
"y": 164
},
{
"x": 467,
"y": 164
},
{
"x": 467,
"y": 239
},
{
"x": 168,
"y": 239
}
],
"fieldWord": "xxxxxxxx"
}
],
"specificType": "formuie-anti",
"classType": "preDefinedServer",
"predictFile": "https://xxxx"
},
"Code": 200
}
}Error codes
|
HTTP status code |
Error code |
Error message |
Description |
|---|---|---|---|
| 200 | 21002 | 模板预测超时 | |
| 200 | 21003 | 模版预测失败 | |
| 200 | 10001 | 参数出错 | |
| 200 | 16001 | 未找到可预测的模型 | |
| 200 | 13018 | 未找到模型信息 | |
| 200 | 16004 | 指定模型不存在 | |
| 200 | 23002 | 获取资源HTTP异常 | |
| 200 | 11002 | 账号没有开通服务 | |
| 200 | 19999 | 未知异常 | |
| 200 | 50008 | 文件过大 | |
| 200 | 50007 | 文件格式不支持 | |
| 200 | 10005 | 服务不存在 |
See Error Codes for a complete list.
Release notes
See Release Notes for a complete list.