GoogleCloudAiplatformV1BatchPredictionJobOutputConfig
import type { GoogleCloudAiplatformV1BatchPredictionJobOutputConfig } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";
Configures the output of BatchPredictionJob. See Model.supported_output_storage_formats for supported output formats, and how predictions are expressed via any of them.
§Properties
The BigQuery project or dataset location where the output is to be written
to. If project is provided, a new dataset is created with name
prediction__
where is made BigQuery-dataset-name compatible (for example,
most special characters become underscores), and timestamp is in
YYYY_MM_DDThh_mm_ss_sssZ "based on ISO-8601" format. In the dataset two
tables will be created, predictions
, and errors
. If the Model has both
instance and prediction schemata defined then the tables have columns as
follows: The predictions
table contains instances for which the
prediction succeeded, it has columns as per a concatenation of the Model's
instance and prediction schemata. The errors
table contains rows for
which the prediction has failed, it has instance columns, as per the
instance schema, followed by a single "errors" column, which as values has
google.rpc.Status represented as a STRUCT, and containing only code
and
message
.
The Cloud Storage location of the directory where the output is to be
written to. In the given directory a new directory is created. Its name is
prediction--
, where timestamp is in YYYY-MM-DDThh:mm:ss.sssZ ISO-8601
format. Inside of it files predictions_0001.
, predictions_0002.
, ...,
predictions_N.
are created where `` depends on chosen predictions_format,
and N may equal 0001 and depends on the total number of successfully
predicted instances. If the Model has both instance and prediction schemata
defined then each such file contains predictions as per the
predictions_format. If prediction for any instance failed (partially or
completely), then an additional errors_0001.
, `errors_0002.`,...,
`errors_N.` files are created (N depends on total number of failed
predictions). These files contain the failed instances, as per their
schema, followed by an additional `error` field which as value has
google.rpc.Status containing only `code` and `message` fields.