BigFrames general remote models.
Classes
VertexAIModel
VertexAIModel
(
endpoint
:
str
,
input
:
typing
.
Mapping
[
str
,
str
],
output
:
typing
.
Mapping
[
str
,
str
],
*
,
session
:
typing
.
Optional
[
bigframes
.
session
.
Session
]
=
None
,
connection_name
:
typing
.
Optional
[
str
]
=
None
)
Remote model from a Vertex AI HTTPS endpoint. User must specify HTTPS endpoint, input schema and output schema. For more information, see Deploy model on Vertex AI: https://cloud.google.com/bigquery/docs/bigquery-ml-remote-model-tutorial#Deploy-Model-on-Vertex-AI .
Parameters
Name
Description
endpoint
str
Vertex AI HTTPS endpoint.
input
Mapping
Input schema: {column_name: column_type}
. Supported types are "bool", "string", "int64", "float64", "array
output
Mapping
Output label schema: {column_name: column_type}
. Supported the same types as the input.
session
bigframes.Session or None
BQ session to create the model. If None, use the global default session.
connection_name
str or None
Connection to connect with remote service. str of the format <PROJECT_NUMBER/PROJECT_ID>.
