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Copy file name to clipboardExpand all lines: docs/dyn/aiplatform_v1.projects.locations.featurestores.entityTypes.features.html
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{ # Request message for FeaturestoreService.BatchCreateFeatures.
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"requests": [ # Required. The request message specifying the Features to create. All Features must be created under the same parent EntityType. The `parent` field in each child request message can be omitted. If `parent` is set in a child request, then the value must match the `parent` value in this request message.
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{ # Request message for FeaturestoreService.CreateFeature.
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{ # Request message for FeaturestoreService.CreateFeature. Request message for FeatureRegistryService.CreateFeature.
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"feature": { # Feature Metadata information that describes an attribute of an entity type. For example, apple is an entity type, and color is a feature that describes apple. # Required. The Feature to create.
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"createTime": "A String", # Output only. Timestamp when this EntityType was created.
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"description": "A String", # Description of the Feature.
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"updateTime": "A String", # Output only. Timestamp when this EntityType was most recently updated.
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"valueType": "A String", # Immutable. Type of Feature value.
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},
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"featureId": "A String", # Required. The ID to use for the Feature, which will become the final component of the Feature's resource name. This value may be up to 128 characters, and valid characters are `[a-z0-9_]`. The first character cannot be a number. The value must be unique within an EntityType.
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"parent": "A String", # Required. The resource name of the EntityType to create a Feature. Format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
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"featureId": "A String", # Required. The ID to use for the Feature, which will become the final component of the Feature's resource name. This value may be up to 128 characters, and valid characters are `[a-z0-9_]`. The first character cannot be a number. The value must be unique within an EntityType/FeatureGroup.
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"parent": "A String",
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},
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],
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}
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<pre>Creates a new Feature in a given EntityType.
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Args:
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parent: string, Required. The resource name of the EntityType to create a Feature. Format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}` (required)
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parent: string, A parameter (required)
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body: object, The request body.
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The object takes the form of:
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"valueType": "A String", # Immutable. Type of Feature value.
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}
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featureId: string, Required. The ID to use for the Feature, which will become the final component of the Feature's resource name. This value may be up to 128 characters, and valid characters are `[a-z0-9_]`. The first character cannot be a number. The value must be unique within an EntityType.
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featureId: string, Required. The ID to use for the Feature, which will become the final component of the Feature's resource name. This value may be up to 128 characters, and valid characters are `[a-z0-9_]`. The first character cannot be a number. The value must be unique within an EntityType/FeatureGroup.
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x__xgafv: string, V1 error format.
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Allowed values
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<pre>Deletes a single Feature.
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Args:
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name: string, Required. The name of the Features to be deleted. Format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}` (required)
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name: string, Required. The name of the Features to be deleted. Format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}` `projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}` (required)
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x__xgafv: string, V1 error format.
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Allowed values
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<pre>Gets details of a single Feature.
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Args:
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name: string, Required. The name of the Feature resource. Format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}` (required)
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name: string, Required. The name of the Feature resource. Format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}` `projects/{project}/locations/{location}/featureGroups/{feature_group}` (required)
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x__xgafv: string, V1 error format.
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Allowed values
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<pre>Lists Features in a given EntityType.
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Args:
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parent: string, Required. The resource name of the Location to list Features. Format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}` (required)
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parent: string, Required. The resource name of the Location to list Features. Format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}` `projects/{project}/locations/{location}/featureGroups/{feature_group}` (required)
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filter: string, Lists the Features that match the filter expression. The following filters are supported: * `value_type`: Supports = and != comparisons. * `create_time`: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format. * `update_time`: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format. * `labels`: Supports key-value equality as well as key presence. Examples: * `value_type = DOUBLE` --> Features whose type is DOUBLE. * `create_time > \"2020-01-31T15:30:00.000000Z\" OR update_time > \"2020-01-31T15:30:00.000000Z\"` --> EntityTypes created or updated after 2020-01-31T15:30:00.000000Z. * `labels.active = yes AND labels.env = prod` --> Features having both (active: yes) and (env: prod) labels. * `labels.env: *` --> Any Feature which has a label with 'env' as the key.
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latestStatsCount: integer, If set, return the most recent ListFeaturesRequest.latest_stats_count of stats for each Feature in response. Valid value is [0, 10]. If number of stats exists < ListFeaturesRequest.latest_stats_count, return all existing stats.
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orderBy: string, A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields: * `feature_id` * `value_type` (Not supported for FeatureRegistry Feature) * `create_time` * `update_time`
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Returns:
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An object of the form:
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{ # Response message for FeaturestoreService.ListFeatures.
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{ # Response message for FeaturestoreService.ListFeatures. Response message for FeatureRegistryService.ListFeatures.
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"features": [ # The Features matching the request.
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{ # Feature Metadata information that describes an attribute of an entity type. For example, apple is an entity type, and color is a feature that describes apple.
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"createTime": "A String", # Output only. Timestamp when this EntityType was created.
Copy file name to clipboardExpand all lines: docs/dyn/aiplatform_v1.projects.locations.notebookRuntimeTemplates.html
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Args:
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parent: string, Required. The resource name of the Location from which to list the NotebookRuntimeTemplates. Format: `projects/{project}/locations/{location}` (required)
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filter: string, Optional. An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * `notebookRuntimeTemplate` supports = and !=. `notebookRuntimeTemplate` represents the NotebookRuntimeTemplate ID, i.e. the last segment of the NotebookRuntimeTemplate's resource name. * `display_name` supports = and != * `labels` supports general map functions that is: * `labels.key=value` - key:value equality * `labels.key:* or labels:key - key existence * A key including a space must be quoted. `labels."a key"`. Some examples: * `notebookRuntimeTemplate=notebookRuntimeTemplate123` * `displayName="myDisplayName"` * `labels.myKey="myValue"`
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filter: string, Optional. An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * `notebookRuntimeTemplate` supports = and !=. `notebookRuntimeTemplate` represents the NotebookRuntimeTemplate ID, i.e. the last segment of the NotebookRuntimeTemplate's resource name. * `display_name` supports = and != * `labels` supports general map functions that is: * `labels.key=value` - key:value equality * `labels.key:* or labels:key - key existence * A key including a space must be quoted. `labels."a key"`. * `notebookRuntimeType` supports = and !=. notebookRuntimeType enum: [USER_DEFINED, ONE_CLICK]. Some examples: * `notebookRuntimeTemplate=notebookRuntimeTemplate123` * `displayName="myDisplayName"` * `labels.myKey="myValue"` * `notebookRuntimeType=USER_DEFINED`
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orderBy: string, Optional. A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields: * `display_name` * `create_time` * `update_time` Example: `display_name, create_time desc`.
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pageSize: integer, Optional. The standard list page size.
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pageToken: string, Optional. The standard list page token. Typically obtained via ListNotebookRuntimeTemplatesResponse.next_page_token of the previous NotebookService.ListNotebookRuntimeTemplates call.
Copy file name to clipboardExpand all lines: docs/dyn/aiplatform_v1.projects.locations.notebookRuntimes.html
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Args:
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parent: string, Required. The resource name of the Location from which to list the NotebookRuntimes. Format: `projects/{project}/locations/{location}` (required)
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filter: string, Optional. An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * `notebookRuntime` supports = and !=. `notebookRuntime` represents the NotebookRuntime ID, i.e. the last segment of the NotebookRuntime's resource name. * `displayName` supports = and != and regex. * `notebookRuntimeTemplate` supports = and !=. `notebookRuntimeTemplate` represents the NotebookRuntimeTemplate ID, i.e. the last segment of the NotebookRuntimeTemplate's resource name. * `healthState` supports = and !=. healthState enum: [HEALTHY, UNHEALTHY, HEALTH_STATE_UNSPECIFIED]. * `runtimeState` supports = and !=. runtimeState enum: [RUNTIME_STATE_UNSPECIFIED, RUNNING, BEING_STARTED, BEING_STOPPED, STOPPED, BEING_UPGRADED]. * `runtimeUser` supports = and !=. * API version is UI only: `uiState` supports = and !=. uiState enum: [UI_RESOURCE_STATE_UNSPECIFIED, UI_RESOURCE_STATE_BEING_CREATED, UI_RESOURCE_STATE_ACTIVE, UI_RESOURCE_STATE_BEING_DELETED, UI_RESOURCE_STATE_CREATION_FAILED]. Some examples: * `notebookRuntime="notebookRuntime123"` * `displayName="myDisplayName"` and `displayName=~"myDisplayNameRegex"` * `notebookRuntimeTemplate="notebookRuntimeTemplate321"` * `healthState=HEALTHY` * `runtimeState=RUNNING` * `runtimeUser="[email protected]"` * `uiState=UI_RESOURCE_STATE_BEING_DELETED`
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filter: string, Optional. An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * `notebookRuntime` supports = and !=. `notebookRuntime` represents the NotebookRuntime ID, i.e. the last segment of the NotebookRuntime's resource name. * `displayName` supports = and != and regex. * `notebookRuntimeTemplate` supports = and !=. `notebookRuntimeTemplate` represents the NotebookRuntimeTemplate ID, i.e. the last segment of the NotebookRuntimeTemplate's resource name. * `healthState` supports = and !=. healthState enum: [HEALTHY, UNHEALTHY, HEALTH_STATE_UNSPECIFIED]. * `runtimeState` supports = and !=. runtimeState enum: [RUNTIME_STATE_UNSPECIFIED, RUNNING, BEING_STARTED, BEING_STOPPED, STOPPED, BEING_UPGRADED]. * `runtimeUser` supports = and !=. * API version is UI only: `uiState` supports = and !=. uiState enum: [UI_RESOURCE_STATE_UNSPECIFIED, UI_RESOURCE_STATE_BEING_CREATED, UI_RESOURCE_STATE_ACTIVE, UI_RESOURCE_STATE_BEING_DELETED, UI_RESOURCE_STATE_CREATION_FAILED]. * `notebookRuntimeType` supports = and !=. notebookRuntimeType enum: [USER_DEFINED, ONE_CLICK]. Some examples: * `notebookRuntime="notebookRuntime123"` * `displayName="myDisplayName"` and `displayName=~"myDisplayNameRegex"` * `notebookRuntimeTemplate="notebookRuntimeTemplate321"` * `healthState=HEALTHY` * `runtimeState=RUNNING` * `runtimeUser="[email protected]"` * `uiState=UI_RESOURCE_STATE_BEING_DELETED` * `notebookRuntimeType=USER_DEFINED`
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orderBy: string, Optional. A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields: * `display_name` * `create_time` * `update_time` Example: `display_name, create_time desc`.
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pageSize: integer, Optional. The standard list page size.
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pageToken: string, Optional. The standard list page token. Typically obtained via ListNotebookRuntimesResponse.next_page_token of the previous NotebookService.ListNotebookRuntimes call.
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