org.opensearch.ml.common.dataset.DataFrameInputDataset Maven / Gradle / Ivy
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/*
* Copyright OpenSearch Contributors
* SPDX-License-Identifier: Apache-2.0
*/
package org.opensearch.ml.common.dataset;
import java.io.IOException;
import org.opensearch.core.common.io.stream.StreamInput;
import org.opensearch.core.common.io.stream.StreamOutput;
import org.opensearch.ml.common.annotation.InputDataSet;
import org.opensearch.ml.common.dataframe.DataFrame;
import org.opensearch.ml.common.dataframe.DataFrameType;
import org.opensearch.ml.common.dataframe.DefaultDataFrame;
import lombok.AccessLevel;
import lombok.Builder;
import lombok.Getter;
import lombok.NonNull;
import lombok.experimental.FieldDefaults;
/**
* DataFrame based input data. Client directly passes the data frame to ML plugin with this.
*/
@Getter
@FieldDefaults(makeFinal = true, level = AccessLevel.PRIVATE)
@InputDataSet(MLInputDataType.DATA_FRAME)
public class DataFrameInputDataset extends MLInputDataset {
DataFrame dataFrame;
@Builder
public DataFrameInputDataset(@NonNull DataFrame dataFrame) {
super(MLInputDataType.DATA_FRAME);
this.dataFrame = dataFrame;
}
public DataFrameInputDataset(StreamInput in) throws IOException {
super(MLInputDataType.DATA_FRAME);
DataFrameType dataFrameType = in.readEnum(DataFrameType.class);
switch (dataFrameType) {
case DEFAULT:
this.dataFrame = new DefaultDataFrame(in);
break;
default:
this.dataFrame = null;
break;
}
}
@Override
public void writeTo(StreamOutput streamOutput) throws IOException {
super.writeTo(streamOutput);
dataFrame.writeTo(streamOutput);
}
}