Class: Google::Apis::BigqueryV2::Model
- Inherits:
-
Object
- Object
- Google::Apis::BigqueryV2::Model
- Includes:
- Core::Hashable, Core::JsonObjectSupport
- Defined in:
- generated/google/apis/bigquery_v2/classes.rb,
generated/google/apis/bigquery_v2/representations.rb,
generated/google/apis/bigquery_v2/representations.rb
Instance Attribute Summary collapse
-
#creation_time ⇒ Fixnum
Output only.
-
#description ⇒ String
Optional.
-
#encryption_configuration ⇒ Google::Apis::BigqueryV2::EncryptionConfiguration
Custom encryption configuration (e.g., Cloud KMS keys).
-
#etag ⇒ String
Output only.
-
#expiration_time ⇒ Fixnum
Optional.
-
#feature_columns ⇒ Array<Google::Apis::BigqueryV2::StandardSqlField>
Output only.
-
#friendly_name ⇒ String
Optional.
-
#label_columns ⇒ Array<Google::Apis::BigqueryV2::StandardSqlField>
Output only.
-
#labels ⇒ Hash<String,String>
The labels associated with this model.
-
#last_modified_time ⇒ Fixnum
Output only.
-
#location ⇒ String
Output only.
-
#model_reference ⇒ Google::Apis::BigqueryV2::ModelReference
Required.
-
#model_type ⇒ String
Output only.
-
#training_runs ⇒ Array<Google::Apis::BigqueryV2::TrainingRun>
Output only.
Instance Method Summary collapse
-
#initialize(**args) ⇒ Model
constructor
A new instance of Model.
-
#update!(**args) ⇒ Object
Update properties of this object.
Methods included from Core::JsonObjectSupport
Methods included from Core::Hashable
Constructor Details
#initialize(**args) ⇒ Model
Returns a new instance of Model.
3764 3765 3766 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3764 def initialize(**args) update!(**args) end |
Instance Attribute Details
#creation_time ⇒ Fixnum
Output only. The time when this model was created, in millisecs since the
epoch.
Corresponds to the JSON property creationTime
3681 3682 3683 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3681 def creation_time @creation_time end |
#description ⇒ String
Optional. A user-friendly description of this model.
Corresponds to the JSON property description
3686 3687 3688 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3686 def description @description end |
#encryption_configuration ⇒ Google::Apis::BigqueryV2::EncryptionConfiguration
Custom encryption configuration (e.g., Cloud KMS keys). This shows the
encryption configuration of the model data while stored in BigQuery
storage. This field can be used with PatchModel to update encryption key
for an already encrypted model.
Corresponds to the JSON property encryptionConfiguration
3694 3695 3696 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3694 def encryption_configuration @encryption_configuration end |
#etag ⇒ String
Output only. A hash of this resource.
Corresponds to the JSON property etag
3699 3700 3701 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3699 def etag @etag end |
#expiration_time ⇒ Fixnum
Optional. The time when this model expires, in milliseconds since the epoch.
If not present, the model will persist indefinitely. Expired models
will be deleted and their storage reclaimed. The defaultTableExpirationMs
property of the encapsulating dataset can be used to set a default
expirationTime on newly created models.
Corresponds to the JSON property expirationTime
3708 3709 3710 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3708 def expiration_time @expiration_time end |
#feature_columns ⇒ Array<Google::Apis::BigqueryV2::StandardSqlField>
Output only. Input feature columns that were used to train this model.
Corresponds to the JSON property featureColumns
3713 3714 3715 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3713 def feature_columns @feature_columns end |
#friendly_name ⇒ String
Optional. A descriptive name for this model.
Corresponds to the JSON property friendlyName
3718 3719 3720 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3718 def friendly_name @friendly_name end |
#label_columns ⇒ Array<Google::Apis::BigqueryV2::StandardSqlField>
Output only. Label columns that were used to train this model.
The output of the model will have a "predicted_" prefix to these columns.
Corresponds to the JSON property labelColumns
3724 3725 3726 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3724 def label_columns @label_columns end |
#labels ⇒ Hash<String,String>
The labels associated with this model. You can use these to organize
and group your models. Label keys and values can be no longer
than 63 characters, can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
Label values are optional. Label keys must start with a letter and each
label in the list must have a different key.
Corresponds to the JSON property labels
3734 3735 3736 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3734 def labels @labels end |
#last_modified_time ⇒ Fixnum
Output only. The time when this model was last modified, in millisecs since
the epoch.
Corresponds to the JSON property lastModifiedTime
3740 3741 3742 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3740 def last_modified_time @last_modified_time end |
#location ⇒ String
Output only. The geographic location where the model resides. This value
is inherited from the dataset.
Corresponds to the JSON property location
3746 3747 3748 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3746 def location @location end |
#model_reference ⇒ Google::Apis::BigqueryV2::ModelReference
Required. Unique identifier for this model.
Corresponds to the JSON property modelReference
3751 3752 3753 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3751 def model_reference @model_reference end |
#model_type ⇒ String
Output only. Type of the model resource.
Corresponds to the JSON property modelType
3756 3757 3758 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3756 def model_type @model_type end |
#training_runs ⇒ Array<Google::Apis::BigqueryV2::TrainingRun>
Output only. Information for all training runs in increasing order of
start_time.
Corresponds to the JSON property trainingRuns
3762 3763 3764 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3762 def training_runs @training_runs end |
Instance Method Details
#update!(**args) ⇒ Object
Update properties of this object
3769 3770 3771 3772 3773 3774 3775 3776 3777 3778 3779 3780 3781 3782 3783 3784 |
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3769 def update!(**args) @creation_time = args[:creation_time] if args.key?(:creation_time) @description = args[:description] if args.key?(:description) @encryption_configuration = args[:encryption_configuration] if args.key?(:encryption_configuration) @etag = args[:etag] if args.key?(:etag) @expiration_time = args[:expiration_time] if args.key?(:expiration_time) @feature_columns = args[:feature_columns] if args.key?(:feature_columns) @friendly_name = args[:friendly_name] if args.key?(:friendly_name) @label_columns = args[:label_columns] if args.key?(:label_columns) @labels = args[:labels] if args.key?(:labels) @last_modified_time = args[:last_modified_time] if args.key?(:last_modified_time) @location = args[:location] if args.key?(:location) @model_reference = args[:model_reference] if args.key?(:model_reference) @model_type = args[:model_type] if args.key?(:model_type) @training_runs = args[:training_runs] if args.key?(:training_runs) end |