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Create Spark Row in Java for tests etc
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package com.gfk.igl.insights.processor.spark.builders; | |
import lombok.var; | |
import org.apache.spark.sql.Row; | |
import org.apache.spark.sql.catalyst.expressions.GenericRowWithSchema; | |
import org.apache.spark.sql.types.DataTypes; | |
import org.apache.spark.sql.types.StructField; | |
import org.apache.spark.sql.types.StructType; | |
import java.lang.reflect.Constructor; | |
import java.lang.reflect.InvocationTargetException; | |
import java.util.ArrayList; | |
public class RowWithSchema { | |
private final StructType schema; | |
private final ArrayList<Row> rows; | |
public RowWithSchema(StructField... fields){ | |
this.schema = DataTypes.createStructType(fields); | |
rows = new ArrayList<>(); | |
} | |
public RowWithSchema withRow(Object ... values) throws NoSuchFieldException, IllegalAccessException, InvocationTargetException, InstantiationException { | |
var ctors = GenericRowWithSchema.class.getConstructors(); | |
var paramCount = 0; | |
Constructor selected = ctors[0]; | |
for(var c : ctors){ | |
if(c.getParameterCount() > paramCount){ | |
selected = c; | |
} | |
} | |
selected.setAccessible(true); | |
var instance = (Row) selected.newInstance(values, schema); | |
rows.add(instance); | |
return this; | |
} | |
public ArrayList<Row> toArrayList(){ | |
return rows; | |
} | |
} | |
class Usage { | |
void something() { | |
var rows = new RowWithSchema( | |
DataTypes.createStructField("item_id", DataTypes.IntegerType, true), | |
DataTypes.createStructField("someDouble", DataTypes.DoubleType, true), | |
DataTypes.createStructField("some_other_number", DataTypes.IntegerType, true), | |
DataTypes.createStructField("something_else", DataTypes.IntegerType, true) | |
) | |
.withRow(1, 2.0d ,3, 4) | |
.toArrayList(); | |
} | |
} |
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