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{ # A response candidate generated from the model.
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"avgLogprobs": 3.14, # Output only. Average log probability score of the candidate.
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"citationMetadata": { # A collection of source attributions for a piece of content. # Output only. Source attribution of the generated content.
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"citations": [ # Output only. List of citations.
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{ # Source attributions for content.
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},
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"usageMetadata": { # Usage metadata about response(s). # Usage metadata about the response(s).
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"candidatesTokenCount": 42, # Number of tokens in the response(s).
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"promptTokenCount": 42, # Number of tokens in the request.
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"promptTokenCount": 42, # Number of tokens in the request. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content.
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"totalTokenCount": 42,
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},
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}</pre>
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"modelName": "A String", # The model name to use. Only the public LLM models are accepted. e.g. gemini-1.5-pro-001.
{ # A response candidate generated from the model.
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"avgLogprobs": 3.14, # Output only. Average log probability score of the candidate.
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"citationMetadata": { # A collection of source attributions for a piece of content. # Output only. Source attribution of the generated content.
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"citations": [ # Output only. List of citations.
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{ # Source attributions for content.
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},
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"usageMetadata": { # Usage metadata about response(s). # Usage metadata about the response(s).
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"candidatesTokenCount": 42, # Number of tokens in the response(s).
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"promptTokenCount": 42, # Number of tokens in the request.
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"promptTokenCount": 42, # Number of tokens in the request. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content.
Copy file name to clipboardExpand all lines: docs/dyn/aiplatform_v1.projects.locations.featureGroups.html
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"entityIdColumns": [ # Optional. Columns to construct entity_id / row keys. If not provided defaults to `entity_id`.
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"A String",
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],
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"timeSeries": { # Optional. If the source is a time-series source, this can be set to control how downstream sources (ex: FeatureOnlineStore.FeatureView) will treat time series sources. If not set, will treat the source as a time-series source with feature_timestamp as timestamp column and no scan boundary.
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"timestampColumn": "A String", # Optional. Column hosting timestamp values for a time-series source. Will be used to determine the latest featureValues for each entity. Optional. If not provided, a feature_timestamp column of type TIMESTAMP will be used.
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},
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},
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"createTime": "A String", # Output only. Timestamp when this FeatureGroup was created.
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"description": "A String", # Optional. Description of the FeatureGroup.
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"entityIdColumns": [ # Optional. Columns to construct entity_id / row keys. If not provided defaults to `entity_id`.
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"A String",
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],
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"timeSeries": { # Optional. If the source is a time-series source, this can be set to control how downstream sources (ex: FeatureOnlineStore.FeatureView) will treat time series sources. If not set, will treat the source as a time-series source with feature_timestamp as timestamp column and no scan boundary.
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"timestampColumn": "A String", # Optional. Column hosting timestamp values for a time-series source. Will be used to determine the latest featureValues for each entity. Optional. If not provided, a feature_timestamp column of type TIMESTAMP will be used.
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},
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},
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"createTime": "A String", # Output only. Timestamp when this FeatureGroup was created.
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"description": "A String", # Optional. Description of the FeatureGroup.
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"entityIdColumns": [ # Optional. Columns to construct entity_id / row keys. If not provided defaults to `entity_id`.
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"A String",
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],
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"timeSeries": { # Optional. If the source is a time-series source, this can be set to control how downstream sources (ex: FeatureOnlineStore.FeatureView) will treat time series sources. If not set, will treat the source as a time-series source with feature_timestamp as timestamp column and no scan boundary.
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"timestampColumn": "A String", # Optional. Column hosting timestamp values for a time-series source. Will be used to determine the latest featureValues for each entity. Optional. If not provided, a feature_timestamp column of type TIMESTAMP will be used.
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},
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},
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"createTime": "A String", # Output only. Timestamp when this FeatureGroup was created.
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"description": "A String", # Optional. Description of the FeatureGroup.
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"entityIdColumns": [ # Optional. Columns to construct entity_id / row keys. If not provided defaults to `entity_id`.
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"A String",
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],
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"timeSeries": { # Optional. If the source is a time-series source, this can be set to control how downstream sources (ex: FeatureOnlineStore.FeatureView) will treat time series sources. If not set, will treat the source as a time-series source with feature_timestamp as timestamp column and no scan boundary.
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"timestampColumn": "A String", # Optional. Column hosting timestamp values for a time-series source. Will be used to determine the latest featureValues for each entity. Optional. If not provided, a feature_timestamp column of type TIMESTAMP will be used.
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},
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},
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"createTime": "A String", # Output only. Timestamp when this FeatureGroup was created.
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"description": "A String", # Optional. Description of the FeatureGroup.
Copy file name to clipboardExpand all lines: docs/dyn/aiplatform_v1.projects.locations.featureOnlineStores.featureViews.featureViewSyncs.html
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"endTime": "A String", # Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.
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"startTime": "A String", # Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.
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},
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"syncSummary": { # Summary from the Sync job. For continuous syncs, the summary is updated periodically. For batch syncs, it gets updated on completion of the sync. # Output only. Summary of the sync job.
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"rowSynced": "A String", # Output only. Total number of rows synced.
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"totalSlot": "A String", # Output only. BigQuery slot milliseconds consumed for the sync job.
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"endTime": "A String", # Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.
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"startTime": "A String", # Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.
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},
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"syncSummary": { # Summary from the Sync job. For continuous syncs, the summary is updated periodically. For batch syncs, it gets updated on completion of the sync. # Output only. Summary of the sync job.
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"rowSynced": "A String", # Output only. Total number of rows synced.
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"totalSlot": "A String", # Output only. BigQuery slot milliseconds consumed for the sync job.
Copy file name to clipboardExpand all lines: docs/dyn/aiplatform_v1.projects.locations.featureOnlineStores.featureViews.html
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"a_key": "A String",
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},
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"name": "A String", # Identifier. Name of the FeatureView. Format: `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"syncConfig": { # Configuration for Sync. Only one option is set. # Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
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"cron": "A String", # Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs. To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or "TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, "CRON_TZ=America/New_York 1 * * * *", or "TZ=America/New_York 1 * * * *".
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},
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"a_key": "A String",
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},
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"name": "A String", # Identifier. Name of the FeatureView. Format: `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"syncConfig": { # Configuration for Sync. Only one option is set. # Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
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"cron": "A String", # Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs. To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or "TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, "CRON_TZ=America/New_York 1 * * * *", or "TZ=America/New_York 1 * * * *".
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},
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"a_key": "A String",
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},
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"name": "A String", # Identifier. Name of the FeatureView. Format: `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"syncConfig": { # Configuration for Sync. Only one option is set. # Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
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"cron": "A String", # Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs. To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or "TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, "CRON_TZ=America/New_York 1 * * * *", or "TZ=America/New_York 1 * * * *".
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},
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"a_key": "A String",
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},
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"name": "A String", # Identifier. Name of the FeatureView. Format: `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"syncConfig": { # Configuration for Sync. Only one option is set. # Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
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"cron": "A String", # Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs. To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or "TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, "CRON_TZ=America/New_York 1 * * * *", or "TZ=America/New_York 1 * * * *".
Copy file name to clipboardExpand all lines: docs/dyn/aiplatform_v1.projects.locations.featureOnlineStores.html
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"name": "A String", # Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
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"optimized": { # Optimized storage type # Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set PrivateServiceConnectConfig.enable_private_service_connect to use private endpoint. Otherwise will use public endpoint by default.
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},
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"state": "A String", # Output only. State of the featureOnlineStore.
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"updateTime": "A String", # Output only. Timestamp when this FeatureOnlineStore was last updated.
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}
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"name": "A String", # Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
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"optimized": { # Optimized storage type # Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set PrivateServiceConnectConfig.enable_private_service_connect to use private endpoint. Otherwise will use public endpoint by default.
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},
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"state": "A String", # Output only. State of the featureOnlineStore.
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"updateTime": "A String", # Output only. Timestamp when this FeatureOnlineStore was last updated.
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}</pre>
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"name": "A String", # Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
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"optimized": { # Optimized storage type # Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set PrivateServiceConnectConfig.enable_private_service_connect to use private endpoint. Otherwise will use public endpoint by default.
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},
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"state": "A String", # Output only. State of the featureOnlineStore.
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"updateTime": "A String", # Output only. Timestamp when this FeatureOnlineStore was last updated.
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},
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"name": "A String", # Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
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"optimized": { # Optimized storage type # Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set PrivateServiceConnectConfig.enable_private_service_connect to use private endpoint. Otherwise will use public endpoint by default.
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},
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"satisfiesPzi": True or False, # Output only. Reserved for future use.
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"satisfiesPzs": True or False, # Output only. Reserved for future use.
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"state": "A String", # Output only. State of the featureOnlineStore.
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"updateTime": "A String", # Output only. Timestamp when this FeatureOnlineStore was last updated.
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