BigQuery Client - Class Model (1.31.1)

Reference documentation and code samples for the BigQuery Client class Model.

A BigQuery ML Model represents what an ML system has learned from the training data.

Namespace

Google \ Cloud \ BigQuery

Methods

__construct

Parameters
Name Description
connection Connection\ConnectionInterface

Represents a connection to BigQuery. This object is created by BigQueryClient, and should not be instantiated outside of this client.
id string

The model's ID.
datasetId string

The dataset's ID.
projectId string

The project's ID.
info array

[optional] The model data.
location array

[optional] The location of the model.

info

See also:

Parameter
Name Description
options array

[optional] Configuration options.
Returns
Type Description
array

reload

See also:

Parameter
Name Description
options array

[optional] Configuration options.
Returns
Type Description
array

id

Retrieves the model's ID.

Example:

 echo $model->id();
Returns
Type Description
string

identity

Retrieves the model's identity.

An identity provides a description of a resource that is nested in nature.

Example:

echo $model->identity()['modelId'];
Returns
Type Description
array

delete

See also:

Parameter
Name Description
options array

[optional] Configuration options.

exists

Check whether or not the model exists.

Example:

echo $model->exists();
Parameter
Name Description
options array

[optional] Configuration options.
Returns
Type Description
bool

update

See also:

Parameters
Name Description
metadata array

The available options for metadata are outlined at the Model Resource API docs
options array

[optional] Configuration options.
Returns
Type Description
array

extract

See also:

Parameters
Name Description
destination string|Google\Cloud\Storage\StorageObject

The destination object. May be a Google\Cloud\Storage\StorageObject or a URI pointing to a Google Cloud Storage object in the format of gs://{bucket-name}/{object-name}.
options array

[optional] Please see the upstream API documentation for Job configuration for the available options.
Returns
Type Description
ExtractJobConfiguration