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 | |
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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 | |
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Type | Description |
array |
delete
See also:
Parameter | |
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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 |