Prediction APIs

Enterprise Applicable to Enterprise tier only

Endpoint Format

參照 Seldon 文件.

API 格式為 http(s)://${primehub_domain}/deployment/${deployment_id}/api/v1.0/predictions.

Payload Message Format

參照 Github L588-L639 行代碼。

ndarray

請求格式

curl -X POST http(s)://${endpoint} \
    -H 'Content-Type: application/json' \
    -d '{ "data": {"ndarray": [[5.964,4.006,2.081,1.031]]} }'

等同代碼

X = np.array([[5.964,4.006,2.081,1.031]])

tensor

請求格式

curl -X POST http(s)://${endpoint} \
    -H 'Content-Type: application/json' \
    -d '{ "data": {"tensor": {"shape":[1,4],"values":[5.964,4.006,2.081,1.031]}} }'

等同代碼

X = np.array([5.964,4.006,2.081,1.031]).reshape([1,4])

strData

請求格式

curl -X POST http(s)://${endpoint} \
    -H 'Content-Type: application/json' \
    -d '{ "strData": "any string" }'

等同代碼

X = "any string"

binData

請求格式

curl -X POST http(s)://${endpoint} \
    -F 'binData=@your_image.jpg'

等同代碼

X = bytes(<content of your_image.jpg>)

參照 範例代碼 在 predict function 中如何處理 binData。