Perform a batch prediction. Unlike the online Predict, batch
prediction result won't be immediately available in the response. Instead,
a long running operation object is returned. User can poll the operation
result via GetOperation
method. Once the operation is done, BatchPredictResult is returned in
the response field.
Available for following ML problems:
Perform an online prediction. The prediction result will be directly
returned in the response.
Available for following ML problems, and their expected request payloads:
Image Classification - Image in .JPEG, .GIF or .PNG format, image_bytes
up to 30MB.
Image Object Detection - Image in .JPEG, .GIF or .PNG format, image_bytes
up to 30MB.
Text Classification - TextSnippet, content up to 60,000 characters,
UTF-8 encoded.
Text Extraction - TextSnippet, content up to 30,000 characters,
UTF-8 NFC encoded.
Translation - TextSnippet, content up to 25,000 characters, UTF-8
encoded.
Tables - Row, with column values matching the columns of the model,
up to 5MB. Not available for FORECASTING
prediction_type.
Text Sentiment - TextSnippet, content up 500 characters, UTF-8
encoded.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-01-27 UTC."],[],[]]