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@@ -1276,6 +1276,7 @@ <h3>Method Details</h3>
         &quot;modelName&quot;: &quot;A String&quot;, # The model name to use. Only the public LLM models are accepted. e.g. gemini-1.5-pro-001.
       },
     },
+    &quot;seed&quot;: 42, # Optional. Seed.
     &quot;stopSequences&quot;: [ # Optional. Stop sequences.
       &quot;A String&quot;,
     ],
@@ -1389,6 +1390,7 @@ <h3>Method Details</h3>
     { # Response message for [PredictionService.GenerateContent].
   &quot;candidates&quot;: [ # Output only. Generated candidates.
     { # A response candidate generated from the model.
+      &quot;avgLogprobs&quot;: 3.14, # Output only. Average log probability score of the candidate.
       &quot;citationMetadata&quot;: { # A collection of source attributions for a piece of content. # Output only. Source attribution of the generated content.
         &quot;citations&quot;: [ # Output only. List of citations.
           { # Source attributions for content.
@@ -1505,7 +1507,7 @@ <h3>Method Details</h3>
   },
   &quot;usageMetadata&quot;: { # Usage metadata about response(s). # Usage metadata about the response(s).
     &quot;candidatesTokenCount&quot;: 42, # Number of tokens in the response(s).
-    &quot;promptTokenCount&quot;: 42, # Number of tokens in the request.
+    &quot;promptTokenCount&quot;: 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.
     &quot;totalTokenCount&quot;: 42,
   },
 }</pre>
@@ -2910,6 +2912,7 @@ <h3>Method Details</h3>
         &quot;modelName&quot;: &quot;A String&quot;, # The model name to use. Only the public LLM models are accepted. e.g. gemini-1.5-pro-001.
       },
     },
+    &quot;seed&quot;: 42, # Optional. Seed.
     &quot;stopSequences&quot;: [ # Optional. Stop sequences.
       &quot;A String&quot;,
     ],
@@ -3023,6 +3026,7 @@ <h3>Method Details</h3>
     { # Response message for [PredictionService.GenerateContent].
   &quot;candidates&quot;: [ # Output only. Generated candidates.
     { # A response candidate generated from the model.
+      &quot;avgLogprobs&quot;: 3.14, # Output only. Average log probability score of the candidate.
       &quot;citationMetadata&quot;: { # A collection of source attributions for a piece of content. # Output only. Source attribution of the generated content.
         &quot;citations&quot;: [ # Output only. List of citations.
           { # Source attributions for content.
@@ -3139,7 +3143,7 @@ <h3>Method Details</h3>
   },
   &quot;usageMetadata&quot;: { # Usage metadata about response(s). # Usage metadata about the response(s).
     &quot;candidatesTokenCount&quot;: 42, # Number of tokens in the response(s).
-    &quot;promptTokenCount&quot;: 42, # Number of tokens in the request.
+    &quot;promptTokenCount&quot;: 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.
     &quot;totalTokenCount&quot;: 42,
   },
 }</pre>
 
@@ -128,6 +128,9 @@ <h3>Method Details</h3>
     &quot;entityIdColumns&quot;: [ # Optional. Columns to construct entity_id / row keys. If not provided defaults to `entity_id`.
       &quot;A String&quot;,
     ],
+    &quot;timeSeries&quot;: { # 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.
+      &quot;timestampColumn&quot;: &quot;A String&quot;, # 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.
+    },
   },
   &quot;createTime&quot;: &quot;A String&quot;, # Output only. Timestamp when this FeatureGroup was created.
   &quot;description&quot;: &quot;A String&quot;, # Optional. Description of the FeatureGroup.
@@ -227,6 +230,9 @@ <h3>Method Details</h3>
     &quot;entityIdColumns&quot;: [ # Optional. Columns to construct entity_id / row keys. If not provided defaults to `entity_id`.
       &quot;A String&quot;,
     ],
+    &quot;timeSeries&quot;: { # 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.
+      &quot;timestampColumn&quot;: &quot;A String&quot;, # 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.
+    },
   },
   &quot;createTime&quot;: &quot;A String&quot;, # Output only. Timestamp when this FeatureGroup was created.
   &quot;description&quot;: &quot;A String&quot;, # Optional. Description of the FeatureGroup.
@@ -267,6 +273,9 @@ <h3>Method Details</h3>
         &quot;entityIdColumns&quot;: [ # Optional. Columns to construct entity_id / row keys. If not provided defaults to `entity_id`.
           &quot;A String&quot;,
         ],
+        &quot;timeSeries&quot;: { # 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.
+          &quot;timestampColumn&quot;: &quot;A String&quot;, # 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.
+        },
       },
       &quot;createTime&quot;: &quot;A String&quot;, # Output only. Timestamp when this FeatureGroup was created.
       &quot;description&quot;: &quot;A String&quot;, # Optional. Description of the FeatureGroup.
@@ -313,6 +322,9 @@ <h3>Method Details</h3>
     &quot;entityIdColumns&quot;: [ # Optional. Columns to construct entity_id / row keys. If not provided defaults to `entity_id`.
       &quot;A String&quot;,
     ],
+    &quot;timeSeries&quot;: { # 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.
+      &quot;timestampColumn&quot;: &quot;A String&quot;, # 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.
+    },
   },
   &quot;createTime&quot;: &quot;A String&quot;, # Output only. Timestamp when this FeatureGroup was created.
   &quot;description&quot;: &quot;A String&quot;, # Optional. Description of the FeatureGroup.
 
@@ -122,6 +122,8 @@ <h3>Method Details</h3>
     &quot;endTime&quot;: &quot;A String&quot;, # Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.
     &quot;startTime&quot;: &quot;A String&quot;, # Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.
   },
+  &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+  &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
   &quot;syncSummary&quot;: { # 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.
     &quot;rowSynced&quot;: &quot;A String&quot;, # Output only. Total number of rows synced.
     &quot;totalSlot&quot;: &quot;A String&quot;, # Output only. BigQuery slot milliseconds consumed for the sync job.
@@ -165,6 +167,8 @@ <h3>Method Details</h3>
         &quot;endTime&quot;: &quot;A String&quot;, # Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.
         &quot;startTime&quot;: &quot;A String&quot;, # Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.
       },
+      &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+      &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
       &quot;syncSummary&quot;: { # 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.
         &quot;rowSynced&quot;: &quot;A String&quot;, # Output only. Total number of rows synced.
         &quot;totalSlot&quot;: &quot;A String&quot;, # Output only. BigQuery slot milliseconds consumed for the sync job.
 
@@ -167,6 +167,8 @@ <h3>Method Details</h3>
     &quot;a_key&quot;: &quot;A String&quot;,
   },
   &quot;name&quot;: &quot;A String&quot;, # Identifier. Name of the FeatureView. Format: `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
+  &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+  &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
   &quot;syncConfig&quot;: { # 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.
     &quot;cron&quot;: &quot;A String&quot;, # 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: &quot;CRON_TZ=${IANA_TIME_ZONE}&quot; or &quot;TZ=${IANA_TIME_ZONE}&quot;. The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, &quot;CRON_TZ=America/New_York 1 * * * *&quot;, or &quot;TZ=America/New_York 1 * * * *&quot;.
   },
@@ -380,6 +382,8 @@ <h3>Method Details</h3>
     &quot;a_key&quot;: &quot;A String&quot;,
   },
   &quot;name&quot;: &quot;A String&quot;, # Identifier. Name of the FeatureView. Format: `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
+  &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+  &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
   &quot;syncConfig&quot;: { # Configuration for Sync. Only one option is set. # Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
     &quot;cron&quot;: &quot;A String&quot;, # Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs. To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: &quot;CRON_TZ=${IANA_TIME_ZONE}&quot; or &quot;TZ=${IANA_TIME_ZONE}&quot;. The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, &quot;CRON_TZ=America/New_York 1 * * * *&quot;, or &quot;TZ=America/New_York 1 * * * *&quot;.
   },
@@ -445,6 +449,8 @@ <h3>Method Details</h3>
         &quot;a_key&quot;: &quot;A String&quot;,
       },
       &quot;name&quot;: &quot;A String&quot;, # Identifier. Name of the FeatureView. Format: `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
+      &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+      &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
       &quot;syncConfig&quot;: { # Configuration for Sync. Only one option is set. # Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
         &quot;cron&quot;: &quot;A String&quot;, # Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs. To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: &quot;CRON_TZ=${IANA_TIME_ZONE}&quot; or &quot;TZ=${IANA_TIME_ZONE}&quot;. The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, &quot;CRON_TZ=America/New_York 1 * * * *&quot;, or &quot;TZ=America/New_York 1 * * * *&quot;.
       },
@@ -516,6 +522,8 @@ <h3>Method Details</h3>
     &quot;a_key&quot;: &quot;A String&quot;,
   },
   &quot;name&quot;: &quot;A String&quot;, # Identifier. Name of the FeatureView. Format: `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
+  &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+  &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
   &quot;syncConfig&quot;: { # Configuration for Sync. Only one option is set. # Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
     &quot;cron&quot;: &quot;A String&quot;, # Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs. To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: &quot;CRON_TZ=${IANA_TIME_ZONE}&quot; or &quot;TZ=${IANA_TIME_ZONE}&quot;. The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, &quot;CRON_TZ=America/New_York 1 * * * *&quot;, or &quot;TZ=America/New_York 1 * * * *&quot;.
   },
 
@@ -150,6 +150,8 @@ <h3>Method Details</h3>
   &quot;name&quot;: &quot;A String&quot;, # Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
   &quot;optimized&quot;: { # 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.
   },
+  &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+  &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
   &quot;state&quot;: &quot;A String&quot;, # Output only. State of the featureOnlineStore.
   &quot;updateTime&quot;: &quot;A String&quot;, # Output only. Timestamp when this FeatureOnlineStore was last updated.
 }
@@ -264,6 +266,8 @@ <h3>Method Details</h3>
   &quot;name&quot;: &quot;A String&quot;, # Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
   &quot;optimized&quot;: { # 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.
   },
+  &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+  &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
   &quot;state&quot;: &quot;A String&quot;, # Output only. State of the featureOnlineStore.
   &quot;updateTime&quot;: &quot;A String&quot;, # Output only. Timestamp when this FeatureOnlineStore was last updated.
 }</pre>
@@ -319,6 +323,8 @@ <h3>Method Details</h3>
       &quot;name&quot;: &quot;A String&quot;, # Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
       &quot;optimized&quot;: { # 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.
       },
+      &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+      &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
       &quot;state&quot;: &quot;A String&quot;, # Output only. State of the featureOnlineStore.
       &quot;updateTime&quot;: &quot;A String&quot;, # Output only. Timestamp when this FeatureOnlineStore was last updated.
     },
@@ -380,6 +386,8 @@ <h3>Method Details</h3>
   &quot;name&quot;: &quot;A String&quot;, # Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
   &quot;optimized&quot;: { # 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.
   },
+  &quot;satisfiesPzi&quot;: True or False, # Output only. Reserved for future use.
+  &quot;satisfiesPzs&quot;: True or False, # Output only. Reserved for future use.
   &quot;state&quot;: &quot;A String&quot;, # Output only. State of the featureOnlineStore.
   &quot;updateTime&quot;: &quot;A String&quot;, # Output only. Timestamp when this FeatureOnlineStore was last updated.
 }