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 \ BigQueryMethods
__construct
| Parameters | |
|---|---|
| Name | Description |
connection |
Google\Cloud\BigQuery\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
| 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
|
options |
array
[optional] Please see the upstream API documentation for Job configuration for the available options. |
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\BigQuery\ExtractJobConfiguration | |