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Google Big Query

by com.googleapis.bigquery
OverviewDiscussionsAdmin

get_job

Read-onlyIdempotent

Get information and status about a BigQuery job.

Use this tool to check the status, statistics, or configuration of a job using its job_id.

Input Schema

NameRequiredDescriptionDefault
jobIdYesRequired. Job ID of the requested job.
locationYesRequired. The geographic location of the job.
projectIdYesRequired. Project ID of the requested job.

Output Schema

NameRequiredDescriptionDefault
idNoOutput only. Opaque ID field of the job.
etagNoOutput only. A hash of this resource.
kindNoOutput only. The type of the resource.bigquery#job
statusNoOutput only. The status of this job. Examine this value when polling an asynchronous job to see if the job is complete.
selfLinkNoOutput only. A URL that can be used to access the resource again.
statisticsNoOutput only. Information about the job, including starting time and ending time of the job.
user_emailNoOutput only. Email address of the user who ran the job.
jobReferenceNoOptional. Reference describing the unique-per-user name of the job.
configurationNoRequired. Describes the job configuration.
jobCreationReasonNoOutput only. The reason why a Job was created.
principal_subjectNoOutput only. [Full-projection-only] String representation of identity of requesting party. Populated for both first- and third-party identities. Only present for APIs that support third-party identities.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed20 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  2. Changed20 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  3. Changed20 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  4. Changed20 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  5. Changed20 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  6. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  7. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  8. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  9. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  10. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  11. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  12. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  13. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  14. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  15. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  16. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  17. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  18. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  19. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  20. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  21. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  22. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  23. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  24. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  25. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  26. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  27. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  28. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  29. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  30. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  31. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  32. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  33. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  34. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  35. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  36. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  37. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  38. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  39. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  40. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  41. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  42. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  43. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  44. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  45. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  46. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  47. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."New value: +"Populated for ARIMA models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for binary classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for clustering models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for multi-class classification/classifier models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for implicit feedback type matrix factorization models."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."New value: +"Populated for regression models and explicit feedback type matrix factorization models."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value. Only one of this field or numericalValue should be set."New value: +"The categorical feature value."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."New value: +"The numerical feature value. This is the centroid value for this feature."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported. Only one of this field or sourceTable should be set."New value: +"A reference to the model being exported."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported. Only one of this field or sourceModel should be set."New value: +"A reference to the table being exported."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."New value: +"The type of the array's elements, if type_kind = \"ARRAY\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."New value: +"The type of the range's elements, if type_kind = \"RANGE\"."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\"."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."
  48. Changed16 schema fields changed
    • changedOutput schema / $defs / EvaluationMetrics / properties / arimaForecastingMetrics / description
      Previous value: -"Populated for ARIMA models."New value: +"Populated for ARIMA models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / binaryClassificationMetrics / description
      Previous value: -"Populated for binary classification/classifier models."New value: +"Populated for binary classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / clusteringMetrics / description
      Previous value: -"Populated for clustering models."New value: +"Populated for clustering models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / dimensionalityReductionMetrics / description
      Previous value: -"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA."New value: +"Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / multiClassClassificationMetrics / description
      Previous value: -"Populated for multi-class classification/classifier models."New value: +"Populated for multi-class classification/classifier models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / rankingMetrics / description
      Previous value: -"Populated for implicit feedback type matrix factorization models."New value: +"Populated for implicit feedback type matrix factorization models. Only one of the following fields should be set: this field, regressionMetrics, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / EvaluationMetrics / properties / regressionMetrics / description
      Previous value: -"Populated for regression models and explicit feedback type matrix factorization models."New value: +"Populated for regression models and explicit feedback type matrix factorization models. Only one of the following fields should be set: this field, binaryClassificationMetrics, multiClassClassificationMetrics, clusteringMetrics, rankingMetrics, arimaForecastingMetrics, dimensionalityReductionMetrics."
    • changedOutput schema / $defs / FeatureValue / properties / categoricalValue / description
      Previous value: -"The categorical feature value."New value: +"The categorical feature value. Only one of this field or numericalValue should be set."
    • changedOutput schema / $defs / FeatureValue / properties / numericalValue / description
      Previous value: -"The numerical feature value. This is the centroid value for this feature."New value: +"The numerical feature value. This is the centroid value for this feature. Only one of this field or categoricalValue should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceModel / description
      Previous value: -"A reference to the model being exported."New value: +"A reference to the model being exported. Only one of this field or sourceTable should be set."
    • changedOutput schema / $defs / JobConfigurationExtract / properties / sourceTable / description
      Previous value: -"A reference to the table being exported."New value: +"A reference to the table being exported. Only one of this field or sourceModel should be set."
    • changedOutput schema / $defs / StandardSqlDataType / properties / arrayElementType / description
      Previous value: -"The type of the array's elements, if type_kind = \"ARRAY\"."New value: +"The type of the array's elements, if type_kind = \"ARRAY\". Only one of the following fields should be set: this field, structType, rangeElementType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / rangeElementType / description
      Previous value: -"The type of the range's elements, if type_kind = \"RANGE\"."New value: +"The type of the range's elements, if type_kind = \"RANGE\". Only one of the following fields should be set: this field, arrayElementType, structType."
    • changedOutput schema / $defs / StandardSqlDataType / properties / structType / description
      Previous value: -"The fields of this struct, in order, if type_kind = \"STRUCT\"."New value: +"The fields of this struct, in order, if type_kind = \"STRUCT\". Only one of the following fields should be set: this field, arrayElementType, rangeElementType."
    • changedOutput schema / $defs / TrainingOptions / properties / huggingFaceModelId / description
      Previous value: -"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`."New value: +"The id of a Hugging Face model. For example, `google/gemma-2-2b-it`. Only one of this field or modelGardenModelName should be set."
    • changedOutput schema / $defs / TrainingOptions / properties / modelGardenModelName / description
      Previous value: -"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`."New value: +"The name of a Vertex model garden publisher model. Format is `publishers/{publisher}/models/{model}@{optional_version_id}`. Only one of this field or huggingFaceModelId should be set."
  49. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  50. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  51. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  52. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  53. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  54. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  55. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  56. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  57. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  58. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  59. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  60. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  61. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  62. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  63. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  64. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  65. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  66. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  67. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  68. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  69. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  70. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  71. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  72. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  73. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  74. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  75. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  76. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  77. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  78. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  79. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  80. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  81. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  82. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  83. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  84. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  85. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  86. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  87. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  88. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  89. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  90. Changed4 schema fields changed
    • removedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/SearchIndexingStats",
-  "description": "Output only. Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Removed value: -{
-  "$ref": "#/$defs/VectorSearchIndexingStats",
-  "description": "Output only. Vector Search indexing specific statistics.",
-  "readOnly": true
-}
    • removedOutput schema / $defs / SearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the search index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the search index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
    • removedOutput schema / $defs / VectorSearchIndexingStats
      Removed value: -{
-  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
-  "properties": {
-    "baseTable": {
-      "$ref": "#/$defs/TableReference",
-      "description": "Output only. The base table for which the vector index is being created or refreshed.",
-      "readOnly": true
-    },
-    "indexName": {
-      "description": "Output only. The name of the vector index.",
-      "readOnly": true,
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
  91. Changed4 schema fields changed
    • addedOutput schema / $defs / JobStatistics2 / properties / searchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/SearchIndexingStats",
+  "description": "Output only. Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / JobStatistics2 / properties / vectorSearchIndexingStats
      Added value: +{
+  "$ref": "#/$defs/VectorSearchIndexingStats",
+  "description": "Output only. Vector Search indexing specific statistics.",
+  "readOnly": true
+}
    • addedOutput schema / $defs / SearchIndexingStats
      Added value: +{
+  "description": "Statistics for a search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the search index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the search index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
    • addedOutput schema / $defs / VectorSearchIndexingStats
      Added value: +{
+  "description": "Statistics for a vector search indexing job. Populated as part of JobStatistics2.",
+  "properties": {
+    "baseTable": {
+      "$ref": "#/$defs/TableReference",
+      "description": "Output only. The base table for which the vector index is being created or refreshed.",
+      "readOnly": true
+    },
+    "indexName": {
+      "description": "Output only. The name of the vector index.",
+      "readOnly": true,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
  92. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  93. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Required. The geographic location of the job."New value: +"Optional. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId",
-  "location"
-]New value: +[
+  "projectId",
+  "jobId"
+]
  94. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  95. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Required. The geographic location of the job."New value: +"Optional. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId",
-  "location"
-]New value: +[
+  "projectId",
+  "jobId"
+]
  96. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  97. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Required. The geographic location of the job."New value: +"Optional. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId",
-  "location"
-]New value: +[
+  "projectId",
+  "jobId"
+]
  98. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  99. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Required. The geographic location of the job."New value: +"Optional. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId",
-  "location"
-]New value: +[
+  "projectId",
+  "jobId"
+]
  100. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  101. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Required. The geographic location of the job."New value: +"Optional. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId",
-  "location"
-]New value: +[
+  "projectId",
+  "jobId"
+]
  102. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  103. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Required. The geographic location of the job."New value: +"Optional. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId",
-  "location"
-]New value: +[
+  "projectId",
+  "jobId"
+]
  104. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  105. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Required. The geographic location of the job."New value: +"Optional. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId",
-  "location"
-]New value: +[
+  "projectId",
+  "jobId"
+]
  106. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  107. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Required. The geographic location of the job."New value: +"Optional. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId",
-  "location"
-]New value: +[
+  "projectId",
+  "jobId"
+]
  108. Changed2 schema fields changed
    • changedInput schema / properties / location / description
      Previous value: -"Optional. The geographic location of the job."New value: +"Required. The geographic location of the job."
    • changedInput schema / required
      Previous value: -[
-  "projectId",
-  "jobId"
-]New value: +[
+  "projectId",
+  "jobId",
+  "location"
+]
  109. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  110. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  111. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  112. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  113. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  114. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  115. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  116. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  117. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  118. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  119. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  120. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  121. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  122. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  123. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  124. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  125. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  126. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  127. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  128. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  129. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  130. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  131. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  132. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  133. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  134. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  135. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  136. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  137. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  138. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  139. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  140. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  141. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  142. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  143. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  144. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  145. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  146. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  147. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  148. Changed1 schema field changed
    • removedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Removed value: -{
-  "$ref": "#/$defs/SecureContext",
-  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
-}
  149. Changed1 schema field changed
    • addedOutput schema / $defs / JobConfigurationExtract / properties / secureContext
      Added value: +{
+  "$ref": "#/$defs/SecureContext",
+  "description": "Optional. A set of key-value pairs representing the secure context. This can be used to pass sensitive or context-specific information. They can be retrieved via the SECURE_CONTEXT() function and used to modify the run-time behavior of an extract job on tables with row access policies."
+}
  150. Added
  151. Removed
  152. Added
  153. Removed
  154. Added
  155. Removed
  156. Added
  157. Removed
  158. Added
  159. Removed
  160. Added
  161. Removed
  162. Added
  163. Removed
  164. Added
  165. Removed
  166. Added
  167. Removed
  168. Added
  169. Removed
  170. Added
  171. Removed
  172. Added
  173. Removed
  174. Added

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered by structured data. The description adds what the read returns (status, statistics, configuration), which is useful but modest; it says nothing about polling behavior, eventual consistency of job state, or error cases for unknown jobs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences with the resource identified first and the practical trigger second; no filler and nothing buried.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With annotations covering safety, an output schema covering return values, and full schema documentation of the three parameters, the description supplies what is missing. It could note that job state may lag the underlying query, but nothing needed to invoke the tool correctly is absent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and all three parameters are marked required with their own descriptions, so the schema carries the burden. The description only references job_id, adding no format guidance for projectId or location.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Get') and resource ('a BigQuery job') and enumerates what is retrievable: status, statistics, configuration. It separates cleanly from siblings like execute_sql or cancel_job, though it does not explicitly distinguish itself from get_query_results, which could superficially overlap.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Says to use it when checking job status/statistics/configuration via job_id, which implies the use case, but gives no when-not guidance, prerequisites, or comparison to the near sibling get_query_results. Adequate but leaves routing inference to the agent.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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