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Complex event processing and event series analysis component
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/*
***************************************************************************************
* Copyright (C) 2006 EsperTech, Inc. All rights reserved. *
* http://www.espertech.com/esper *
* http://www.espertech.com *
* ---------------------------------------------------------------------------------- *
* The software in this package is published under the terms of the GPL license *
* a copy of which has been included with this distribution in the license.txt file. *
***************************************************************************************
*/
package com.espertech.esper.avro.writer;
import com.espertech.esper.avro.core.AvroEventType;
import com.espertech.esper.avro.core.AvroGenericDataBackedEventBean;
import com.espertech.esper.client.EventBean;
import com.espertech.esper.client.EventType;
import com.espertech.esper.codegen.base.*;
import com.espertech.esper.codegen.model.expression.CodegenExpression;
import com.espertech.esper.codegen.model.expression.CodegenExpressionRef;
import com.espertech.esper.epl.core.engineimport.EngineImportService;
import com.espertech.esper.epl.core.select.SelectExprProcessor;
import com.espertech.esper.epl.core.select.SelectExprProcessorCodegenSymbol;
import com.espertech.esper.epl.core.select.SelectExprProcessorForge;
import com.espertech.esper.epl.core.select.eval.SelectExprForgeContext;
import com.espertech.esper.epl.expression.codegen.ExprForgeCodegenSymbol;
import com.espertech.esper.epl.expression.codegen.ExprNodeCompiler;
import com.espertech.esper.epl.expression.core.*;
import com.espertech.esper.event.EventAdapterService;
import com.espertech.esper.event.WriteablePropertyDescriptor;
import com.espertech.esper.event.avro.AvroSchemaEventType;
import com.espertech.esper.util.TypeWidener;
import com.espertech.esper.util.TypeWidenerCustomizer;
import com.espertech.esper.util.TypeWidenerException;
import com.espertech.esper.util.TypeWidenerFactory;
import org.apache.avro.Schema;
import org.apache.avro.generic.GenericData;
import java.util.ArrayList;
import java.util.List;
import java.util.Set;
import static com.espertech.esper.codegen.model.expression.CodegenExpressionBuilder.*;
public class AvroRecastFactory {
public static SelectExprProcessorForge make(EventType[] eventTypes, SelectExprForgeContext selectExprForgeContext, int streamNumber, AvroSchemaEventType targetType, ExprNode[] exprNodes, String statementName, String engineURI)
throws ExprValidationException {
AvroEventType resultType = (AvroEventType) targetType;
AvroEventType streamType = (AvroEventType) eventTypes[streamNumber];
// (A) fully assignment-compatible: same number, name and type of fields, no additional expressions: Straight repackage
if (resultType.getSchema().equals(streamType.getSchema()) && selectExprForgeContext.getExprForges().length == 0) {
return new AvroInsertProcessorSimpleRepackage(selectExprForgeContext, streamNumber, targetType);
}
// (B) not completely assignable: find matching properties
Set writables = selectExprForgeContext.getEventAdapterService().getWriteableProperties(resultType, true);
List- items = new ArrayList
- ();
List
written = new ArrayList();
// find the properties coming from the providing source stream
for (WriteablePropertyDescriptor writeable : writables) {
String propertyName = writeable.getPropertyName();
Schema.Field streamTypeField = streamType.getSchemaAvro().getField(propertyName);
Integer indexSource = streamTypeField == null ? null : streamTypeField.pos();
Schema.Field resultTypeField = resultType.getSchemaAvro().getField(propertyName);
Integer indexTarget = resultTypeField == null ? null : resultTypeField.pos();
if (indexSource != null && indexTarget != null) {
if (streamTypeField.schema().equals(resultTypeField.schema())) {
items.add(new Item(indexTarget, indexSource, null, null));
} else {
throw new ExprValidationException("Type by name '" + resultType.getName() + "' " +
"in property '" + propertyName +
"' expected schema '" + resultTypeField.schema() +
"' but received schema '" + streamTypeField.schema() +
"'");
}
}
}
// find the properties coming from the expressions of the select clause
TypeWidenerCustomizer typeWidenerCustomizer = selectExprForgeContext.getEventAdapterService().getTypeWidenerCustomizer(targetType);
for (int i = 0; i < selectExprForgeContext.getExprForges().length; i++) {
String columnName = selectExprForgeContext.getColumnNames()[i];
ExprNode exprNode = exprNodes[i];
WriteablePropertyDescriptor writable = findWritable(columnName, writables);
if (writable == null) {
throw new ExprValidationException("Failed to find column '" + columnName + "' in target type '" + resultType.getName() + "'");
}
Schema.Field resultTypeField = resultType.getSchemaAvro().getField(writable.getPropertyName());
TypeWidener widener;
try {
widener = TypeWidenerFactory.getCheckPropertyAssignType(ExprNodeUtilityCore.toExpressionStringMinPrecedenceSafe(exprNode), exprNode.getForge().getEvaluationType(),
writable.getType(), columnName, false, typeWidenerCustomizer, statementName, engineURI);
} catch (TypeWidenerException ex) {
throw new ExprValidationException(ex.getMessage(), ex);
}
items.add(new Item(resultTypeField.pos(), -1, exprNode.getForge(), widener));
written.add(writable);
}
// make manufacturer
Item[] itemsArr = items.toArray(new Item[items.size()]);
return new AvroInsertProcessorAllocate(streamNumber, itemsArr, resultType, resultType.getSchemaAvro(), selectExprForgeContext.getEventAdapterService());
}
private static WriteablePropertyDescriptor findWritable(String columnName, Set writables) {
for (WriteablePropertyDescriptor writable : writables) {
if (writable.getPropertyName().equals(columnName)) {
return writable;
}
}
return null;
}
private static class AvroInsertProcessorSimpleRepackage implements SelectExprProcessor, SelectExprProcessorForge {
private final SelectExprForgeContext selectExprForgeContext;
private final int underlyingStreamNumber;
private final EventType resultType;
private AvroInsertProcessorSimpleRepackage(SelectExprForgeContext selectExprForgeContext, int underlyingStreamNumber, EventType resultType) {
this.selectExprForgeContext = selectExprForgeContext;
this.underlyingStreamNumber = underlyingStreamNumber;
this.resultType = resultType;
}
public EventType getResultEventType() {
return resultType;
}
public EventBean process(EventBean[] eventsPerStream, boolean isNewData, boolean isSynthesize, ExprEvaluatorContext exprEvaluatorContext) {
AvroGenericDataBackedEventBean theEvent = (AvroGenericDataBackedEventBean) eventsPerStream[underlyingStreamNumber];
return selectExprForgeContext.getEventAdapterService().adapterForTypedAvro(theEvent.getProperties(), resultType);
}
public SelectExprProcessor getSelectExprProcessor(EngineImportService engineImportService, boolean isFireAndForget, String statementName) {
return this;
}
public CodegenMethodNode processCodegen(CodegenMember memberResultEventType, CodegenMember memberEventAdapterService, CodegenMethodScope codegenMethodScope, SelectExprProcessorCodegenSymbol selectSymbol, ExprForgeCodegenSymbol exprSymbol, CodegenClassScope codegenClassScope) {
CodegenMethodNode methodNode = codegenMethodScope.makeChild(EventBean.class, this.getClass(), codegenClassScope);
CodegenExpressionRef refEPS = exprSymbol.getAddEPS(methodNode);
CodegenExpression theEvent = cast(AvroGenericDataBackedEventBean.class, arrayAtIndex(refEPS, constant(underlyingStreamNumber)));
methodNode.getBlock().methodReturn(exprDotMethod(member(memberEventAdapterService.getMemberId()), "adapterForTypedAvro", exprDotMethod(theEvent, "getProperties"), member(memberResultEventType.getMemberId())));
return methodNode;
}
}
private static class AvroInsertProcessorAllocate implements SelectExprProcessor, SelectExprProcessorForge {
private final int underlyingStreamNumber;
private final Item[] items;
private final EventType resultType;
private final Schema resultSchema;
private final EventAdapterService eventAdapterService;
public AvroInsertProcessorAllocate(int underlyingStreamNumber, Item[] items, EventType resultType, Schema resultSchema, EventAdapterService eventAdapterService) {
this.underlyingStreamNumber = underlyingStreamNumber;
this.items = items;
this.resultType = resultType;
this.resultSchema = resultSchema;
this.eventAdapterService = eventAdapterService;
}
public EventType getResultEventType() {
return resultType;
}
public SelectExprProcessor getSelectExprProcessor(EngineImportService engineImportService, boolean isFireAndForget, String statementName) {
for (int i = 0; i < items.length; i++) {
if (items[i].getForge() != null) {
items[i].setEvaluatorAssigned(ExprNodeCompiler.allocateEvaluator(items[i].forge, engineImportService, this.getClass(), isFireAndForget, statementName));
}
}
return this;
}
public EventBean process(EventBean[] eventsPerStream, boolean isNewData, boolean isSynthesize, ExprEvaluatorContext exprEvaluatorContext) {
AvroGenericDataBackedEventBean theEvent = (AvroGenericDataBackedEventBean) eventsPerStream[underlyingStreamNumber];
GenericData.Record source = theEvent.getProperties();
GenericData.Record target = new GenericData.Record(resultSchema);
for (Item item : items) {
Object value;
if (item.getOptionalFromIndex() != -1) {
value = source.get(item.getOptionalFromIndex());
} else {
value = item.getEvaluatorAssigned().evaluate(eventsPerStream, isNewData, exprEvaluatorContext);
if (item.getOptionalWidener() != null) {
value = item.getOptionalWidener().widen(value);
}
}
target.put(item.getToIndex(), value);
}
return eventAdapterService.adapterForTypedAvro(target, resultType);
}
public CodegenMethodNode processCodegen(CodegenMember memberResultEventType, CodegenMember memberEventAdapterService, CodegenMethodScope codegenMethodScope, SelectExprProcessorCodegenSymbol selectSymbol, ExprForgeCodegenSymbol exprSymbol, CodegenClassScope codegenClassScope) {
CodegenMember schemaMember = codegenClassScope.makeAddMember(Schema.class, resultSchema);
CodegenMethodNode methodNode = codegenMethodScope.makeChild(EventBean.class, this.getClass(), codegenClassScope);
CodegenExpressionRef refEPS = exprSymbol.getAddEPS(methodNode);
CodegenBlock block = methodNode.getBlock()
.declareVar(AvroGenericDataBackedEventBean.class, "theEvent", cast(AvroGenericDataBackedEventBean.class, arrayAtIndex(refEPS, constant(underlyingStreamNumber))))
.declareVar(GenericData.Record.class, "source", exprDotMethod(ref("theEvent"), "getProperties"))
.declareVar(GenericData.Record.class, "target", newInstance(GenericData.Record.class, member(schemaMember.getMemberId())));
for (Item item : items) {
CodegenExpression value;
if (item.getOptionalFromIndex() != -1) {
value = exprDotMethod(ref("source"), "get", constant(item.getOptionalFromIndex()));
} else {
if (item.getOptionalWidener() != null) {
value = item.forge.evaluateCodegen(item.getForge().getEvaluationType(), methodNode, exprSymbol, codegenClassScope);
value = item.getOptionalWidener().widenCodegen(value, methodNode, codegenClassScope);
} else {
value = item.forge.evaluateCodegen(Object.class, methodNode, exprSymbol, codegenClassScope);
}
}
block.exprDotMethod(ref("target"), "put", constant(item.getToIndex()), value);
}
block.methodReturn(exprDotMethod(member(memberEventAdapterService.getMemberId()), "adapterForTypedAvro", ref("target"), member(memberResultEventType.getMemberId())));
return methodNode;
}
}
private static class Item {
private final int toIndex;
private final int optionalFromIndex;
private final ExprForge forge;
private final TypeWidener optionalWidener;
private ExprEvaluator evaluatorAssigned;
private Item(int toIndex, int optionalFromIndex, ExprForge forge, TypeWidener optionalWidener) {
this.toIndex = toIndex;
this.optionalFromIndex = optionalFromIndex;
this.forge = forge;
this.optionalWidener = optionalWidener;
}
public int getToIndex() {
return toIndex;
}
public int getOptionalFromIndex() {
return optionalFromIndex;
}
public ExprForge getForge() {
return forge;
}
public TypeWidener getOptionalWidener() {
return optionalWidener;
}
public ExprEvaluator getEvaluatorAssigned() {
return evaluatorAssigned;
}
public void setEvaluatorAssigned(ExprEvaluator evaluatorAssigned) {
this.evaluatorAssigned = evaluatorAssigned;
}
}
}