/**
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hadoop.hive.ql.exec;
import java.util.ArrayList;
import junit.framework.TestCase;
import org.apache.hadoop.hive.conf.HiveConf;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.parse.TypeCheckProcFactory;
import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
import org.apache.hadoop.hive.ql.session.SessionState;
import org.apache.hadoop.hive.serde.serdeConstants;
import org.apache.hadoop.hive.serde2.objectinspector.InspectableObject;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorUtils;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorUtils.ObjectInspectorCopyOption;
import org.apache.hadoop.hive.serde2.typeinfo.ListTypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
import org.apache.hadoop.io.Text;
/**
* TestExpressionEvaluator.
*
*/
public class TestExpressionEvaluator extends TestCase {
// this is our row to test expressions on
protected InspectableObject r;
ArrayList<Text> col1;
TypeInfo col1Type;
ArrayList<Text> cola;
TypeInfo colaType;
ArrayList<Object> data;
ArrayList<String> names;
ArrayList<TypeInfo> typeInfos;
TypeInfo dataType;
public TestExpressionEvaluator() {
// Arithmetic operations rely on getting conf from SessionState, need to initialize here.
SessionState ss = new SessionState(new HiveConf());
SessionState.setCurrentSessionState(ss);
col1 = new ArrayList<Text>();
col1.add(new Text("0"));
col1.add(new Text("1"));
col1.add(new Text("2"));
col1.add(new Text("3"));
col1Type = TypeInfoFactory.getListTypeInfo(TypeInfoFactory.stringTypeInfo);
cola = new ArrayList<Text>();
cola.add(new Text("a"));
cola.add(new Text("b"));
cola.add(new Text("c"));
colaType = TypeInfoFactory.getListTypeInfo(TypeInfoFactory.stringTypeInfo);
try {
data = new ArrayList<Object>();
data.add(col1);
data.add(cola);
names = new ArrayList<String>();
names.add("col1");
names.add("cola");
typeInfos = new ArrayList<TypeInfo>();
typeInfos.add(col1Type);
typeInfos.add(colaType);
dataType = TypeInfoFactory.getStructTypeInfo(names, typeInfos);
r = new InspectableObject();
r.o = data;
r.oi = TypeInfoUtils
.getStandardWritableObjectInspectorFromTypeInfo(dataType);
} catch (Throwable e) {
e.printStackTrace();
throw new RuntimeException(e);
}
}
@Override
protected void setUp() {
}
public void testExprNodeColumnEvaluator() throws Throwable {
try {
// get a evaluator for a simple field expression
ExprNodeDesc exprDesc = new ExprNodeColumnDesc(colaType, "cola", "",
false);
ExprNodeEvaluator eval = ExprNodeEvaluatorFactory.get(exprDesc);
// evaluate on row
ObjectInspector resultOI = eval.initialize(r.oi);
Object resultO = eval.evaluate(r.o);
Object standardResult = ObjectInspectorUtils.copyToStandardObject(
resultO, resultOI, ObjectInspectorCopyOption.WRITABLE);
assertEquals(cola, standardResult);
System.out.println("ExprNodeColumnEvaluator ok");
} catch (Throwable e) {
e.printStackTrace();
throw e;
}
}
private static ExprNodeDesc getListIndexNode(ExprNodeDesc node, int index) throws Exception {
return getListIndexNode(node, new ExprNodeConstantDesc(index));
}
private static ExprNodeDesc getListIndexNode(ExprNodeDesc node,
ExprNodeDesc index) throws Exception {
ArrayList<ExprNodeDesc> children = new ArrayList<ExprNodeDesc>(2);
children.add(node);
children.add(index);
return new ExprNodeGenericFuncDesc(((ListTypeInfo) node.getTypeInfo())
.getListElementTypeInfo(), FunctionRegistry.getGenericUDFForIndex(),
children);
}
public void testExprNodeFuncEvaluator() throws Throwable {
try {
// get a evaluator for a string concatenation expression
ExprNodeDesc col1desc = new ExprNodeColumnDesc(col1Type, "col1", "",
false);
ExprNodeDesc coladesc = new ExprNodeColumnDesc(colaType, "cola", "",
false);
ExprNodeDesc col11desc = getListIndexNode(col1desc, 1);
ExprNodeDesc cola0desc = getListIndexNode(coladesc, 0);
ExprNodeDesc func1 = TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat", col11desc, cola0desc);
ExprNodeEvaluator eval = ExprNodeEvaluatorFactory.get(func1);
// evaluate on row
ObjectInspector resultOI = eval.initialize(r.oi);
Object resultO = eval.evaluate(r.o);
assertEquals("1a", ObjectInspectorUtils.copyToStandardObject(resultO,
resultOI, ObjectInspectorCopyOption.JAVA));
System.out.println("ExprNodeFuncEvaluator ok");
} catch (Throwable e) {
e.printStackTrace();
throw e;
}
}
public void testExprNodeConversionEvaluator() throws Throwable {
try {
// get a evaluator for a string concatenation expression
ExprNodeDesc col1desc = new ExprNodeColumnDesc(col1Type, "col1", "",
false);
ExprNodeDesc col11desc = getListIndexNode(col1desc, 1);
ExprNodeDesc func1 = TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc(serdeConstants.DOUBLE_TYPE_NAME, col11desc);
ExprNodeEvaluator eval = ExprNodeEvaluatorFactory.get(func1);
// evaluate on row
ObjectInspector resultOI = eval.initialize(r.oi);
Object resultO = eval.evaluate(r.o);
assertEquals(Double.valueOf("1"), ObjectInspectorUtils
.copyToStandardObject(resultO, resultOI,
ObjectInspectorCopyOption.JAVA));
System.out.println("testExprNodeConversionEvaluator ok");
} catch (Throwable e) {
e.printStackTrace();
throw e;
}
}
private static void measureSpeed(String expr, int times,
ExprNodeEvaluator eval, InspectableObject input, Object standardJavaOutput)
throws HiveException {
System.out.println("Evaluating " + expr + " for " + times + " times");
new InspectableObject();
ObjectInspector resultOI = eval.initialize(input.oi);
Object resultO = null;
long start = System.currentTimeMillis();
for (int i = 0; i < times; i++) {
resultO = eval.evaluate(input.o);
}
long end = System.currentTimeMillis();
assertEquals(standardJavaOutput, ObjectInspectorUtils.copyToStandardObject(
resultO, resultOI, ObjectInspectorCopyOption.JAVA));
System.out.println("Evaluation finished: "
+ String.format("%2.3f", (end - start) * 0.001) + " seconds, "
+ String.format("%2.3f", (end - start) * 1000.0 / times)
+ " seconds/million call.");
}
public void testExprNodeSpeed() throws Throwable {
try {
int basetimes = 100000;
measureSpeed("1 + 2", basetimes * 100, ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor.getFuncExprNodeDesc(
"+", new ExprNodeConstantDesc(1), new ExprNodeConstantDesc(2))),
r, Integer.valueOf(1 + 2));
measureSpeed("1 + 2 - 3", basetimes * 100, ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("-",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("+", new ExprNodeConstantDesc(1),
new ExprNodeConstantDesc(2)),
new ExprNodeConstantDesc(3))), r, Integer.valueOf(1 + 2 - 3));
measureSpeed("1 + 2 - 3 + 4", basetimes * 100, ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("+",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("-",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("+",
new ExprNodeConstantDesc(1),
new ExprNodeConstantDesc(2)),
new ExprNodeConstantDesc(3)),
new ExprNodeConstantDesc(4))), r, Integer
.valueOf(1 + 2 - 3 + 4));
measureSpeed("concat(\"1\", \"2\")", basetimes * 100,
ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat", new ExprNodeConstantDesc("1"),
new ExprNodeConstantDesc("2"))), r, "12");
measureSpeed("concat(concat(\"1\", \"2\"), \"3\")", basetimes * 100,
ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
new ExprNodeConstantDesc("1"),
new ExprNodeConstantDesc("2")),
new ExprNodeConstantDesc("3"))), r, "123");
measureSpeed("concat(concat(concat(\"1\", \"2\"), \"3\"), \"4\")",
basetimes * 100, ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
new ExprNodeConstantDesc("1"),
new ExprNodeConstantDesc("2")),
new ExprNodeConstantDesc("3")),
new ExprNodeConstantDesc("4"))), r, "1234");
ExprNodeDesc constant1 = new ExprNodeConstantDesc(1);
ExprNodeDesc constant2 = new ExprNodeConstantDesc(2);
measureSpeed("concat(col1[1], cola[1])", basetimes * 10,
ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat", getListIndexNode(
new ExprNodeColumnDesc(col1Type, "col1", "", false),
constant1), getListIndexNode(new ExprNodeColumnDesc(
colaType, "cola", "", false), constant1))), r, "1b");
measureSpeed("concat(concat(col1[1], cola[1]), col1[2])", basetimes * 10,
ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat", getListIndexNode(
new ExprNodeColumnDesc(col1Type, "col1", "",
false), constant1), getListIndexNode(
new ExprNodeColumnDesc(colaType, "cola", "",
false), constant1)), getListIndexNode(
new ExprNodeColumnDesc(col1Type, "col1", "", false),
constant2))), r, "1b2");
measureSpeed(
"concat(concat(concat(col1[1], cola[1]), col1[2]), cola[2])",
basetimes * 10, ExprNodeEvaluatorFactory
.get(TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
TypeCheckProcFactory.DefaultExprProcessor
.getFuncExprNodeDesc("concat",
getListIndexNode(new ExprNodeColumnDesc(
col1Type, "col1", "", false),
constant1), getListIndexNode(
new ExprNodeColumnDesc(colaType,
"cola", "", false), constant1)),
getListIndexNode(new ExprNodeColumnDesc(col1Type,
"col1", "", false), constant2)),
getListIndexNode(new ExprNodeColumnDesc(colaType, "cola",
"", false), constant2))), r, "1b2c");
} catch (Throwable e) {
e.printStackTrace();
throw e;
}
}
}