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    public interface ModelMonitoringObjectiveSpecOrBuilder extends MessageOrBuilder

## Implements

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

## Methods

### getBaselineDataset()

    public abstract ModelMonitoringInput getBaselineDataset()

Baseline dataset.
It could be the training dataset or production serving dataset from a
previous period.

`.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;`

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

### getBaselineDatasetOrBuilder()

    public abstract ModelMonitoringInputOrBuilder getBaselineDatasetOrBuilder()

Baseline dataset.
It could be the training dataset or production serving dataset from a
previous period.

`.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;`

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

### getExplanationSpec()

    public abstract ExplanationSpec getExplanationSpec()

The explanation spec.
This spec is required when the objectives spec includes feature attribution
objectives.

`.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;`

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

### getExplanationSpecOrBuilder()

    public abstract ExplanationSpecOrBuilder getExplanationSpecOrBuilder()

The explanation spec.
This spec is required when the objectives spec includes feature attribution
objectives.

`.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;`

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

### getObjectiveCase()

    public abstract ModelMonitoringObjectiveSpec.ObjectiveCase getObjectiveCase()

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

### getTabularObjective()

    public abstract ModelMonitoringObjectiveSpec.TabularObjective getTabularObjective()

Tabular monitoring objective.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
`

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

### getTabularObjectiveOrBuilder()

    public abstract ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder getTabularObjectiveOrBuilder()

Tabular monitoring objective.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
`

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

### getTargetDataset()

    public abstract ModelMonitoringInput getTargetDataset()

Target dataset.

`.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;`

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

### getTargetDatasetOrBuilder()

    public abstract ModelMonitoringInputOrBuilder getTargetDatasetOrBuilder()

Target dataset.

`.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;`

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

### hasBaselineDataset()

    public abstract boolean hasBaselineDataset()

Baseline dataset.
It could be the training dataset or production serving dataset from a
previous period.

`.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;`

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

### hasExplanationSpec()

    public abstract boolean hasExplanationSpec()

The explanation spec.
This spec is required when the objectives spec includes feature attribution
objectives.

`.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;`

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

### hasTabularObjective()

    public abstract boolean hasTabularObjective()

Tabular monitoring objective.

`
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
`

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

### hasTargetDataset()

    public abstract boolean hasTargetDataset()

Target dataset.

`.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;`

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