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    public static interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder extends MessageOrBuilder

## Implements

[MessageOrBuilder](https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.MessageOrBuilder.html)

## Methods

### containsFeatureAlertConditions(String key)

    public abstract boolean containsFeatureAlertConditions(String key)

Per feature alert condition will override default alert condition.

`
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;
`

| **Parameter** ||
|---|---|
| **Name** | **Description** |
| `key` | `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` |

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` |   |

### getCategoricalMetricType()

    public abstract String getCategoricalMetricType()

Supported metrics type:

- l_infinity
- jensen_shannon_divergence

`string categorical_metric_type = 2;`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` | The categoricalMetricType. |

### getCategoricalMetricTypeBytes()

    public abstract ByteString getCategoricalMetricTypeBytes()

Supported metrics type:

- l_infinity
- jensen_shannon_divergence

`string categorical_metric_type = 2;`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.ByteString.html` | The bytes for categoricalMetricType. |

### getDefaultCategoricalAlertCondition()

    public abstract ModelMonitoringAlertCondition getDefaultCategoricalAlertCondition()

Default alert condition for all the categorical features.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;
`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition` | The defaultCategoricalAlertCondition. |

### getDefaultCategoricalAlertConditionOrBuilder()

    public abstract ModelMonitoringAlertConditionOrBuilder getDefaultCategoricalAlertConditionOrBuilder()

Default alert condition for all the categorical features.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;
`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertConditionOrBuilder` |   |

### getDefaultNumericAlertCondition()

    public abstract ModelMonitoringAlertCondition getDefaultNumericAlertCondition()

Default alert condition for all the numeric features.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;
`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition` | The defaultNumericAlertCondition. |

### getDefaultNumericAlertConditionOrBuilder()

    public abstract ModelMonitoringAlertConditionOrBuilder getDefaultNumericAlertConditionOrBuilder()

Default alert condition for all the numeric features.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;
`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertConditionOrBuilder` |   |

### getFeatureAlertConditions() (deprecated)

    public abstract Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditions()

Use [#getFeatureAlertConditionsMap()](https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder#com_google_cloud_aiplatform_v1beta1_ModelMonitoringObjectiveSpec_DataDriftSpecOrBuilder_getFeatureAlertConditionsMap__) instead.

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/util/Map.html<https://docs.oracle.com/javase/8/docs/api/java/lang/String.html,https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition>` |   |

### getFeatureAlertConditionsCount()

    public abstract int getFeatureAlertConditionsCount()

Per feature alert condition will override default alert condition.

`
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;
`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` |   |

### getFeatureAlertConditionsMap()

    public abstract Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditionsMap()

Per feature alert condition will override default alert condition.

`
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;
`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/util/Map.html<https://docs.oracle.com/javase/8/docs/api/java/lang/String.html,https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition>` |   |

### getFeatureAlertConditionsOrDefault(String key, ModelMonitoringAlertCondition defaultValue)

    public abstract ModelMonitoringAlertCondition getFeatureAlertConditionsOrDefault(String key, ModelMonitoringAlertCondition defaultValue)

Per feature alert condition will override default alert condition.

`
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;
`

| **Parameters** ||
|---|---|
| **Name** | **Description** |
| `key` | `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` |
| `defaultValue` | `https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition` |

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition` |   |

### getFeatureAlertConditionsOrThrow(String key)

    public abstract ModelMonitoringAlertCondition getFeatureAlertConditionsOrThrow(String key)

Per feature alert condition will override default alert condition.

`
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;
`

| **Parameter** ||
|---|---|
| **Name** | **Description** |
| `key` | `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` |

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition` |   |

### getFeatures(int index)

    public abstract String getFeatures(int index)

Feature names / Prediction output names interested in monitoring.
These should be a subset of the input feature names or prediction output
names specified in the monitoring schema.
If the field is not specified all features / prediction outputs outlied
in the monitoring schema will be used.

`repeated string features = 1;`

| **Parameter** ||
|---|---|
| **Name** | **Description** |
| `index` | `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` The index of the element to return. |

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` | The features at the given index. |

### getFeaturesBytes(int index)

    public abstract ByteString getFeaturesBytes(int index)

Feature names / Prediction output names interested in monitoring.
These should be a subset of the input feature names or prediction output
names specified in the monitoring schema.
If the field is not specified all features / prediction outputs outlied
in the monitoring schema will be used.

`repeated string features = 1;`

| **Parameter** ||
|---|---|
| **Name** | **Description** |
| `index` | `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` The index of the value to return. |

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.ByteString.html` | The bytes of the features at the given index. |

### getFeaturesCount()

    public abstract int getFeaturesCount()

Feature names / Prediction output names interested in monitoring.
These should be a subset of the input feature names or prediction output
names specified in the monitoring schema.
If the field is not specified all features / prediction outputs outlied
in the monitoring schema will be used.

`repeated string features = 1;`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` | The count of features. |

### getFeaturesList()

    public abstract List<String> getFeaturesList()

Feature names / Prediction output names interested in monitoring.
These should be a subset of the input feature names or prediction output
names specified in the monitoring schema.
If the field is not specified all features / prediction outputs outlied
in the monitoring schema will be used.

`repeated string features = 1;`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/util/List.html<https://docs.oracle.com/javase/8/docs/api/java/lang/String.html>` | A list containing the features. |

### getNumericMetricType()

    public abstract String getNumericMetricType()

Supported metrics type:

- jensen_shannon_divergence

`string numeric_metric_type = 3;`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` | The numericMetricType. |

### getNumericMetricTypeBytes()

    public abstract ByteString getNumericMetricTypeBytes()

Supported metrics type:

- jensen_shannon_divergence

`string numeric_metric_type = 3;`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.ByteString.html` | The bytes for numericMetricType. |

### hasDefaultCategoricalAlertCondition()

    public abstract boolean hasDefaultCategoricalAlertCondition()

Default alert condition for all the categorical features.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;
`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` | Whether the defaultCategoricalAlertCondition field is set. |

### hasDefaultNumericAlertCondition()

    public abstract boolean hasDefaultNumericAlertCondition()

Default alert condition for all the numeric features.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;
`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` | Whether the defaultNumericAlertCondition field is set. |