io.questdb.griffin.SqlCodeGenerator Maven / Gradle / Ivy
/*******************************************************************************
* ___ _ ____ ____
* / _ \ _ _ ___ ___| |_| _ \| __ )
* | | | | | | |/ _ \/ __| __| | | | _ \
* | |_| | |_| | __/\__ \ |_| |_| | |_) |
* \__\_\\__,_|\___||___/\__|____/|____/
*
* Copyright (c) 2014-2019 Appsicle
* Copyright (c) 2019-2020 QuestDB
*
* Licensed 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 io.questdb.griffin;
import io.questdb.cairo.*;
import io.questdb.cairo.map.RecordValueSink;
import io.questdb.cairo.map.RecordValueSinkFactory;
import io.questdb.cairo.sql.*;
import io.questdb.griffin.engine.EmptyTableRecordCursorFactory;
import io.questdb.griffin.engine.LimitRecordCursorFactory;
import io.questdb.griffin.engine.RecordComparator;
import io.questdb.griffin.engine.analytic.AnalyticFunction;
import io.questdb.griffin.engine.analytic.CachedAnalyticRecordCursorFactory;
import io.questdb.griffin.engine.functions.GroupByFunction;
import io.questdb.griffin.engine.functions.SymbolFunction;
import io.questdb.griffin.engine.functions.constants.LongConstant;
import io.questdb.griffin.engine.functions.constants.StrConstant;
import io.questdb.griffin.engine.groupby.*;
import io.questdb.griffin.engine.groupby.vect.GroupByRecordCursorFactory;
import io.questdb.griffin.engine.groupby.vect.*;
import io.questdb.griffin.engine.join.*;
import io.questdb.griffin.engine.orderby.RecordComparatorCompiler;
import io.questdb.griffin.engine.orderby.SortedLightRecordCursorFactory;
import io.questdb.griffin.engine.orderby.SortedRecordCursorFactory;
import io.questdb.griffin.engine.table.*;
import io.questdb.griffin.engine.union.*;
import io.questdb.griffin.model.*;
import io.questdb.std.*;
import org.jetbrains.annotations.NotNull;
import org.jetbrains.annotations.Nullable;
import static io.questdb.griffin.SqlKeywords.*;
import static io.questdb.griffin.model.ExpressionNode.FUNCTION;
import static io.questdb.griffin.model.ExpressionNode.LITERAL;
import static io.questdb.griffin.model.QueryModel.*;
public class SqlCodeGenerator implements Mutable {
public static final int GKK_VANILLA_INT = 0;
public static final int GKK_HOUR_INT = 1;
private static final IntHashSet limitTypes = new IntHashSet();
private static final FullFatJoinGenerator CREATE_FULL_FAT_LT_JOIN = SqlCodeGenerator::createFullFatLtJoin;
private static final FullFatJoinGenerator CREATE_FULL_FAT_AS_OF_JOIN = SqlCodeGenerator::createFullFatAsOfJoin;
private static final boolean[] joinsRequiringTimestamp = new boolean[JOIN_MAX + 1];
private static final IntObjHashMap sumConstructors = new IntObjHashMap<>();
private static final IntObjHashMap ksumConstructors = new IntObjHashMap<>();
private static final IntObjHashMap nsumConstructors = new IntObjHashMap<>();
private static final IntObjHashMap avgConstructors = new IntObjHashMap<>();
private static final IntObjHashMap minConstructors = new IntObjHashMap<>();
private static final IntObjHashMap maxConstructors = new IntObjHashMap<>();
private static final VectorAggregateFunctionConstructor countConstructor = (keyKind, columnIndex, workerCount) -> new CountVectorAggregateFunction(keyKind);
private static final SetRecordCursorFactoryConstructor SET_UNION_CONSTRUCTOR = UnionRecordCursorFactory::new;
private static final SetRecordCursorFactoryConstructor SET_INTERSECT_CONSTRUCTOR = IntersectRecordCursorFactory::new;
private static final SetRecordCursorFactoryConstructor SET_EXCEPT_CONSTRUCTOR = ExceptRecordCursorFactory::new;
private final WhereClauseParser whereClauseParser = new WhereClauseParser();
private final FunctionParser functionParser;
private final CairoEngine engine;
private final BytecodeAssembler asm = new BytecodeAssembler();
// this list is used to generate record sinks
private final ListColumnFilter listColumnFilterA = new ListColumnFilter();
private final ListColumnFilter listColumnFilterB = new ListColumnFilter();
private final CairoConfiguration configuration;
private final RecordComparatorCompiler recordComparatorCompiler;
private final IntHashSet intHashSet = new IntHashSet();
private final ArrayColumnTypes keyTypes = new ArrayColumnTypes();
private final ArrayColumnTypes valueTypes = new ArrayColumnTypes();
private final EntityColumnFilter entityColumnFilter = new EntityColumnFilter();
private final ObjList symbolValueList = new ObjList<>();
private final ObjList tempVaf = new ObjList<>();
private final GenericRecordMetadata tempMetadata = new GenericRecordMetadata();
private final ArrayColumnTypes arrayColumnTypes = new ArrayColumnTypes();
private final IntList tempKeyIndexesInBase = new IntList();
private final IntList tempSymbolSkewIndexes = new IntList();
private final IntList tempKeyIndex = new IntList();
private final IntList tempAggIndex = new IntList();
private final ObjList tempVecConstructors = new ObjList<>();
private final IntList tempVecConstructorArgIndexes = new IntList();
private final IntList tempKeyKinds = new IntList();
private final ObjObjHashMap> grouppedAnalytic = new ObjObjHashMap<>();
private final IntList recordFunctionPositions = new IntList();
private final IntList groupByFunctionPositions = new IntList();
private boolean fullFatJoins = false;
private final LongList prefixes = new LongList();
static {
joinsRequiringTimestamp[JOIN_INNER] = false;
joinsRequiringTimestamp[JOIN_OUTER] = false;
joinsRequiringTimestamp[JOIN_CROSS] = false;
joinsRequiringTimestamp[JOIN_ASOF] = true;
joinsRequiringTimestamp[JOIN_SPLICE] = true;
joinsRequiringTimestamp[JOIN_LT] = true;
}
public SqlCodeGenerator(
CairoEngine engine,
CairoConfiguration configuration,
FunctionParser functionParser
) {
this.engine = engine;
this.configuration = configuration;
this.functionParser = functionParser;
this.recordComparatorCompiler = new RecordComparatorCompiler(asm);
}
@Override
public void clear() {
whereClauseParser.clear();
}
@NotNull
public Function compileFilter(ExpressionNode expr, RecordMetadata metadata, SqlExecutionContext executionContext) throws SqlException {
final Function filter = functionParser.parseFunction(expr, metadata, executionContext);
if (ColumnType.isBoolean(filter.getType())) {
return filter;
}
Misc.free(filter);
throw SqlException.$(expr.position, "boolean expression expected");
}
private static RecordCursorFactory createFullFatAsOfJoin(CairoConfiguration configuration,
RecordMetadata metadata,
RecordCursorFactory masterFactory,
RecordCursorFactory slaveFactory,
@Transient ColumnTypes mapKeyTypes,
@Transient ColumnTypes mapValueTypes,
@Transient ColumnTypes slaveColumnTypes,
RecordSink masterKeySink,
RecordSink slaveKeySink,
int columnSplit,
RecordValueSink slaveValueSink,
IntList columnIndex) {
return new AsOfJoinRecordCursorFactory(configuration, metadata, masterFactory, slaveFactory, mapKeyTypes, mapValueTypes, slaveColumnTypes, masterKeySink, slaveKeySink, columnSplit, slaveValueSink, columnIndex);
}
private static RecordCursorFactory createFullFatLtJoin(CairoConfiguration configuration,
RecordMetadata metadata,
RecordCursorFactory masterFactory,
RecordCursorFactory slaveFactory,
@Transient ColumnTypes mapKeyTypes,
@Transient ColumnTypes mapValueTypes,
@Transient ColumnTypes slaveColumnTypes,
RecordSink masterKeySink,
RecordSink slaveKeySink,
int columnSplit,
RecordValueSink slaveValueSink,
IntList columnIndex) {
return new LtJoinRecordCursorFactory(configuration, metadata, masterFactory, slaveFactory, mapKeyTypes, mapValueTypes, slaveColumnTypes, masterKeySink, slaveKeySink, columnSplit, slaveValueSink, columnIndex);
}
private static int getOrderByDirectionOrDefault(QueryModel model, int index) {
IntList direction = model.getOrderByDirectionAdvice();
if (index >= direction.size()) {
return 0;
}
return model.getOrderByDirectionAdvice().getQuick(index);
}
private static boolean allGroupsFirstLastWithSingleSymbolFilter(QueryModel model, RecordMetadata metadata) {
final ObjList columns = model.getColumns();
for (int i = 0, n = columns.size(); i < n; i++) {
final QueryColumn column = columns.getQuick(i);
final ExpressionNode node = column.getAst();
if (node.type != ExpressionNode.LITERAL) {
ExpressionNode columnAst = column.getAst();
CharSequence token = columnAst.token;
if (!SqlKeywords.isFirstFunction(token) && !SqlKeywords.isLastFunction(token)) {
return false;
}
if (columnAst.rhs.type != ExpressionNode.LITERAL || metadata.getColumnIndex(columnAst.rhs.token) < 0) {
return false;
}
}
}
return true;
}
private VectorAggregateFunctionConstructor assembleFunctionReference(RecordMetadata metadata, ExpressionNode ast) {
int columnIndex;
if (ast.type == FUNCTION && ast.paramCount == 1 && SqlKeywords.isSumKeyword(ast.token) && ast.rhs.type == LITERAL) {
columnIndex = metadata.getColumnIndex(ast.rhs.token);
tempVecConstructorArgIndexes.add(columnIndex);
return sumConstructors.get(metadata.getColumnType(columnIndex));
} else if (ast.type == FUNCTION && ast.paramCount == 0 && SqlKeywords.isCountKeyword(ast.token)) {
// count() is a no-arg function
tempVecConstructorArgIndexes.add(-1);
return countConstructor;
} else if (isSingleColumnFunction(ast, "ksum")) {
columnIndex = metadata.getColumnIndex(ast.rhs.token);
tempVecConstructorArgIndexes.add(columnIndex);
return ksumConstructors.get(metadata.getColumnType(columnIndex));
} else if (isSingleColumnFunction(ast, "nsum")) {
columnIndex = metadata.getColumnIndex(ast.rhs.token);
tempVecConstructorArgIndexes.add(columnIndex);
return nsumConstructors.get(metadata.getColumnType(columnIndex));
} else if (isSingleColumnFunction(ast, "avg")) {
columnIndex = metadata.getColumnIndex(ast.rhs.token);
tempVecConstructorArgIndexes.add(columnIndex);
return avgConstructors.get(metadata.getColumnType(columnIndex));
} else if (isSingleColumnFunction(ast, "min")) {
columnIndex = metadata.getColumnIndex(ast.rhs.token);
tempVecConstructorArgIndexes.add(columnIndex);
return minConstructors.get(metadata.getColumnType(columnIndex));
} else if (isSingleColumnFunction(ast, "max")) {
columnIndex = metadata.getColumnIndex(ast.rhs.token);
tempVecConstructorArgIndexes.add(columnIndex);
return maxConstructors.get(metadata.getColumnType(columnIndex));
}
return null;
}
private boolean assembleKeysAndFunctionReferences(
ObjList columns,
RecordMetadata metadata,
boolean checkLiterals
) {
tempVaf.clear();
tempMetadata.clear();
tempSymbolSkewIndexes.clear();
tempVecConstructors.clear();
tempVecConstructorArgIndexes.clear();
tempAggIndex.clear();
for (int i = 0, n = columns.size(); i < n; i++) {
final QueryColumn qc = columns.getQuick(i);
final ExpressionNode ast = qc.getAst();
if (ast.type == LITERAL) {
if (checkLiterals) {
final int columnIndex = metadata.getColumnIndex(ast.token);
final int type = metadata.getColumnType(columnIndex);
if (ColumnType.isInt(type)) {
tempKeyIndexesInBase.add(columnIndex);
tempKeyIndex.add(i);
arrayColumnTypes.add(ColumnType.INT);
tempKeyKinds.add(GKK_VANILLA_INT);
} else if (ColumnType.isSymbol(type)) {
tempKeyIndexesInBase.add(columnIndex);
tempKeyIndex.add(i);
tempSymbolSkewIndexes.extendAndSet(i, columnIndex);
arrayColumnTypes.add(ColumnType.SYMBOL);
tempKeyKinds.add(GKK_VANILLA_INT);
} else {
return false;
}
}
} else {
final VectorAggregateFunctionConstructor constructor = assembleFunctionReference(metadata, ast);
if (constructor != null) {
tempVecConstructors.add(constructor);
tempAggIndex.add(i);
} else {
return false;
}
}
}
return true;
}
private RecordMetadata calculateSetMetadata(RecordMetadata masterMetadata) {
return GenericRecordMetadata.removeTimestamp(masterMetadata);
}
@Nullable
private Function compileFilter(IntrinsicModel intrinsicModel, RecordMetadata readerMeta, SqlExecutionContext executionContext) throws SqlException {
if (intrinsicModel.filter != null) {
return compileFilter(intrinsicModel.filter, readerMeta, executionContext);
}
return null;
}
private RecordCursorFactory createAsOfJoin(
RecordMetadata metadata,
RecordCursorFactory master,
RecordSink masterKeySink,
RecordCursorFactory slave,
RecordSink slaveKeySink,
int columnSplit
) {
valueTypes.clear();
valueTypes.add(ColumnType.LONG);
valueTypes.add(ColumnType.LONG);
return new AsOfJoinLightRecordCursorFactory(
configuration,
metadata,
master,
slave,
keyTypes,
valueTypes,
masterKeySink,
slaveKeySink,
columnSplit
);
}
@NotNull
private RecordCursorFactory createFullFatJoin(
RecordCursorFactory master,
RecordMetadata masterMetadata,
CharSequence masterAlias,
RecordCursorFactory slave,
RecordMetadata slaveMetadata,
CharSequence slaveAlias,
int joinPosition,
FullFatJoinGenerator generator) throws SqlException {
// create hash set of key columns to easily find them
intHashSet.clear();
for (int i = 0, n = listColumnFilterA.getColumnCount(); i < n; i++) {
intHashSet.add(listColumnFilterA.getColumnIndexFactored(i));
}
// map doesn't support variable length types in map value, which is ok
// when we join tables on strings - technically string is the key
// and we do not need to store it in value, but we will still reject
//
// never mind, this is a stop-gap measure until I understand the problem
// fully
for (int k = 0, m = slaveMetadata.getColumnCount(); k < m; k++) {
if (intHashSet.excludes(k)) {
if (ColumnType.isVariableLength(slaveMetadata.getColumnType(k))) {
throw SqlException
.position(joinPosition).put("right side column '")
.put(slaveMetadata.getColumnName(k)).put("' is of unsupported type");
}
}
}
RecordSink masterSink = RecordSinkFactory.getInstance(
asm,
masterMetadata,
listColumnFilterB,
true
);
JoinRecordMetadata metadata = new JoinRecordMetadata(
configuration,
masterMetadata.getColumnCount() + slaveMetadata.getColumnCount()
);
// metadata will have master record verbatim
metadata.copyColumnMetadataFrom(masterAlias, masterMetadata);
// slave record is split across key and value of map
// the rationale is not to store columns twice
// especially when map value does not support variable
// length types
final IntList columnIndex = new IntList(slaveMetadata.getColumnCount());
// In map record value columns go first, so at this stage
// we add to metadata all slave columns that are not keys.
// Add same columns to filter while we are in this loop.
listColumnFilterB.clear();
valueTypes.clear();
ArrayColumnTypes slaveTypes = new ArrayColumnTypes();
if (slaveMetadata instanceof BaseRecordMetadata) {
for (int i = 0, n = slaveMetadata.getColumnCount(); i < n; i++) {
if (intHashSet.excludes(i)) {
final TableColumnMetadata m = ((BaseRecordMetadata) slaveMetadata).getColumnQuick(i);
metadata.add(slaveAlias, m);
listColumnFilterB.add(i + 1);
columnIndex.add(i);
valueTypes.add(m.getType());
slaveTypes.add(m.getType());
}
}
// now add key columns to metadata
for (int i = 0, n = listColumnFilterA.getColumnCount(); i < n; i++) {
int index = listColumnFilterA.getColumnIndexFactored(i);
final TableColumnMetadata m = ((BaseRecordMetadata) slaveMetadata).getColumnQuick(index);
if (ColumnType.isSymbol(m.getType())) {
metadata.add(
slaveAlias,
m.getName(),
ColumnType.STRING,
false,
0,
false,
null
);
slaveTypes.add(ColumnType.STRING);
} else {
metadata.add(slaveAlias, m);
slaveTypes.add(m.getType());
}
columnIndex.add(index);
}
} else {
for (int i = 0, n = slaveMetadata.getColumnCount(); i < n; i++) {
if (intHashSet.excludes(i)) {
int type = slaveMetadata.getColumnType(i);
metadata.add(
slaveAlias,
slaveMetadata.getColumnName(i),
type,
slaveMetadata.isColumnIndexed(i),
slaveMetadata.getIndexValueBlockCapacity(i),
slaveMetadata.isSymbolTableStatic(i),
slaveMetadata.getMetadata(i)
);
listColumnFilterB.add(i + 1);
columnIndex.add(i);
valueTypes.add(type);
slaveTypes.add(type);
}
}
// now add key columns to metadata
for (int i = 0, n = listColumnFilterA.getColumnCount(); i < n; i++) {
int index = listColumnFilterA.getColumnIndexFactored(i);
int type = slaveMetadata.getColumnType(index);
if (ColumnType.isSymbol(type)) {
type = ColumnType.STRING;
}
metadata.add(
slaveAlias,
slaveMetadata.getColumnName(index),
type,
slaveMetadata.isColumnIndexed(i),
slaveMetadata.getIndexValueBlockCapacity(i),
slaveMetadata.isSymbolTableStatic(i),
slaveMetadata.getMetadata(i)
);
columnIndex.add(index);
slaveTypes.add(type);
}
}
if (masterMetadata.getTimestampIndex() != -1) {
metadata.setTimestampIndex(masterMetadata.getTimestampIndex());
}
return generator.create(
configuration,
metadata,
master,
slave,
keyTypes,
valueTypes,
slaveTypes,
masterSink,
RecordSinkFactory.getInstance(
asm,
slaveMetadata,
listColumnFilterA,
true
),
masterMetadata.getColumnCount(),
RecordValueSinkFactory.getInstance(asm, slaveMetadata, listColumnFilterB),
columnIndex
);
}
private RecordCursorFactory createHashJoin(
RecordMetadata metadata,
RecordCursorFactory master,
RecordCursorFactory slave,
int joinType
) {
/*
* JoinContext provides the following information:
* a/bIndexes - index of model where join column is coming from
* a/bNames - name of columns in respective models, these column names are not prefixed with table aliases
* a/bNodes - the original column references, that can include table alias. Sometimes it doesn't when column name is unambiguous
*
* a/b are "inverted" in that "a" for slave and "b" for master
*
* The issue is when we use model indexes and vanilla column names they would only work on single-table
* record cursor but original names with prefixed columns will only work with JoinRecordMetadata
*/
final RecordMetadata masterMetadata = master.getMetadata();
final RecordMetadata slaveMetadata = slave.getMetadata();
final RecordSink masterKeySink = RecordSinkFactory.getInstance(
asm,
masterMetadata,
listColumnFilterB,
true
);
final RecordSink slaveKeySink = RecordSinkFactory.getInstance(
asm,
slaveMetadata,
listColumnFilterA,
true
);
valueTypes.clear();
valueTypes.add(ColumnType.LONG);
valueTypes.add(ColumnType.LONG);
if (slave.recordCursorSupportsRandomAccess() && !fullFatJoins) {
if (joinType == JOIN_INNER) {
return new HashJoinLightRecordCursorFactory(
configuration,
metadata,
master,
slave,
keyTypes,
valueTypes,
masterKeySink,
slaveKeySink,
masterMetadata.getColumnCount()
);
}
return new HashOuterJoinLightRecordCursorFactory(
configuration,
metadata,
master,
slave,
keyTypes,
valueTypes,
masterKeySink,
slaveKeySink,
masterMetadata.getColumnCount()
);
}
entityColumnFilter.of(slaveMetadata.getColumnCount());
RecordSink slaveSink = RecordSinkFactory.getInstance(
asm,
slaveMetadata,
entityColumnFilter,
false
);
if (joinType == JOIN_INNER) {
return new HashJoinRecordCursorFactory(
configuration,
metadata,
master,
slave,
keyTypes,
valueTypes,
masterKeySink,
slaveKeySink,
slaveSink,
masterMetadata.getColumnCount()
);
}
return new HashOuterJoinRecordCursorFactory(
configuration,
metadata,
master,
slave,
keyTypes,
valueTypes,
masterKeySink,
slaveKeySink,
slaveSink,
masterMetadata.getColumnCount()
);
}
@NotNull
private JoinRecordMetadata createJoinMetadata(
CharSequence masterAlias,
RecordMetadata masterMetadata,
CharSequence slaveAlias,
RecordMetadata slaveMetadata
) {
return createJoinMetadata(
masterAlias,
masterMetadata,
slaveAlias,
slaveMetadata,
masterMetadata.getTimestampIndex()
);
}
@NotNull
private JoinRecordMetadata createJoinMetadata(
CharSequence masterAlias,
RecordMetadata masterMetadata,
CharSequence slaveAlias,
RecordMetadata slaveMetadata,
int timestampIndex
) {
JoinRecordMetadata metadata;
metadata = new JoinRecordMetadata(
configuration,
masterMetadata.getColumnCount() + slaveMetadata.getColumnCount()
);
metadata.copyColumnMetadataFrom(masterAlias, masterMetadata);
metadata.copyColumnMetadataFrom(slaveAlias, slaveMetadata);
if (timestampIndex != -1) {
metadata.setTimestampIndex(timestampIndex);
}
return metadata;
}
private RecordCursorFactory createLtJoin(
RecordMetadata metadata,
RecordCursorFactory master,
RecordSink masterKeySink,
RecordCursorFactory slave,
RecordSink slaveKeySink,
int columnSplit
) {
valueTypes.clear();
valueTypes.add(ColumnType.LONG);
valueTypes.add(ColumnType.LONG);
return new LtJoinLightRecordCursorFactory(
configuration,
metadata,
master,
slave,
keyTypes,
valueTypes,
masterKeySink,
slaveKeySink,
columnSplit
);
}
private RecordCursorFactory createSpliceJoin(
RecordMetadata metadata,
RecordCursorFactory master,
RecordSink masterKeySink,
RecordCursorFactory slave,
RecordSink slaveKeySink,
int columnSplit
) {
valueTypes.clear();
valueTypes.add(ColumnType.LONG); // master previous
valueTypes.add(ColumnType.LONG); // master current
valueTypes.add(ColumnType.LONG); // slave previous
valueTypes.add(ColumnType.LONG); // slave current
return new SpliceJoinLightRecordCursorFactory(
configuration,
metadata,
master,
slave,
keyTypes,
valueTypes,
masterKeySink,
slaveKeySink,
columnSplit
);
}
RecordCursorFactory generate(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
return generateQuery(model, executionContext, true);
}
private RecordCursorFactory generateFilter(RecordCursorFactory factory, QueryModel model, SqlExecutionContext executionContext) throws SqlException {
final ExpressionNode filter = model.getWhereClause();
return filter == null ? factory : generateFilter0(factory, model, executionContext, filter);
}
@NotNull
private RecordCursorFactory generateFilter0(RecordCursorFactory factory, QueryModel model, SqlExecutionContext executionContext, ExpressionNode filter) throws SqlException {
model.setWhereClause(null);
final Function f = compileFilter(filter, factory.getMetadata(), executionContext);
if (f.isConstant()) {
//noinspection TryFinallyCanBeTryWithResources
try {
if (f.getBool(null)) {
return factory;
}
// metadata is always a GenericRecordMetadata instance
return new EmptyTableRecordCursorFactory(factory.getMetadata());
} finally {
f.close();
}
}
return new FilteredRecordCursorFactory(factory, f);
}
private RecordCursorFactory generateFunctionQuery(QueryModel model) throws SqlException {
final Function function = model.getTableNameFunction();
assert function != null;
if (!ColumnType.isCursor(function.getType())) {
throw SqlException.position(model.getTableName().position).put("function must return CURSOR [actual=").put(ColumnType.nameOf(function.getType())).put(']');
}
return function.getRecordCursorFactory();
}
private RecordCursorFactory generateJoins(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
final ObjList joinModels = model.getJoinModels();
IntList ordered = model.getOrderedJoinModels();
RecordCursorFactory master = null;
CharSequence masterAlias = null;
try {
int n = ordered.size();
assert n > 1;
for (int i = 0; i < n; i++) {
int index = ordered.getQuick(i);
QueryModel slaveModel = joinModels.getQuick(index);
if (i > 0) {
executionContext.pushTimestampRequiredFlag(joinsRequiringTimestamp[slaveModel.getJoinType()]);
} else { // i == 0
// This is first model in the sequence of joins
// TS requirement is symmetrical on both right and left sides
// check if next join requires a timestamp
int nextJointType = joinModels.getQuick(ordered.getQuick(1)).getJoinType();
executionContext.pushTimestampRequiredFlag(joinsRequiringTimestamp[nextJointType]);
}
RecordCursorFactory slave = null;
try {
// compile
slave = generateQuery(slaveModel, executionContext, index > 0);
// check if this is the root of joins
if (master == null) {
// This is an opportunistic check of order by clause
// to determine if we can get away ordering main record source only
// Ordering main record source could benefit from rowid access thus
// making it faster compared to ordering of join record source that
// doesn't allow rowid access.
master = slave;
masterAlias = slaveModel.getName();
} else {
// not the root, join to "master"
final int joinType = slaveModel.getJoinType();
final RecordMetadata masterMetadata = master.getMetadata();
final RecordMetadata slaveMetadata = slave.getMetadata();
switch (joinType) {
case JOIN_CROSS:
master = new CrossJoinRecordCursorFactory(
createJoinMetadata(masterAlias, masterMetadata, slaveModel.getName(), slaveMetadata),
master,
slave,
masterMetadata.getColumnCount()
);
masterAlias = null;
break;
case JOIN_ASOF:
validateBothTimestamps(slaveModel, masterMetadata, slaveMetadata);
processJoinContext(index == 1, slaveModel.getContext(), masterMetadata, slaveMetadata);
if (slave.recordCursorSupportsRandomAccess() && !fullFatJoins) {
if (listColumnFilterA.size() > 0 && listColumnFilterB.size() > 0) {
master = createAsOfJoin(
createJoinMetadata(masterAlias, masterMetadata, slaveModel.getName(), slaveMetadata),
master,
RecordSinkFactory.getInstance(
asm,
masterMetadata,
listColumnFilterB,
true
),
slave,
RecordSinkFactory.getInstance(
asm,
slaveMetadata,
listColumnFilterA,
true
),
masterMetadata.getColumnCount()
);
} else {
master = new AsOfJoinNoKeyRecordCursorFactory(
createJoinMetadata(masterAlias, masterMetadata, slaveModel.getName(), slaveMetadata),
master,
slave,
masterMetadata.getColumnCount()
);
}
} else {
master = createFullFatJoin(
master,
masterMetadata,
masterAlias,
slave,
slaveMetadata,
slaveModel.getName(),
slaveModel.getJoinKeywordPosition(),
CREATE_FULL_FAT_AS_OF_JOIN
);
}
masterAlias = null;
break;
case JOIN_LT:
validateBothTimestamps(slaveModel, masterMetadata, slaveMetadata);
processJoinContext(index == 1, slaveModel.getContext(), masterMetadata, slaveMetadata);
if (slave.recordCursorSupportsRandomAccess() && !fullFatJoins) {
if (listColumnFilterA.size() > 0 && listColumnFilterB.size() > 0) {
master = createLtJoin(
createJoinMetadata(masterAlias, masterMetadata, slaveModel.getName(), slaveMetadata),
master,
RecordSinkFactory.getInstance(
asm,
masterMetadata,
listColumnFilterB,
true
),
slave,
RecordSinkFactory.getInstance(
asm,
slaveMetadata,
listColumnFilterA,
true
),
masterMetadata.getColumnCount()
);
} else {
master = new LtJoinNoKeyRecordCursorFactory(
createJoinMetadata(masterAlias, masterMetadata, slaveModel.getName(), slaveMetadata),
master,
slave,
masterMetadata.getColumnCount()
);
}
} else {
master = createFullFatJoin(
master,
masterMetadata,
masterAlias,
slave,
slaveMetadata,
slaveModel.getName(),
slaveModel.getJoinKeywordPosition(),
CREATE_FULL_FAT_LT_JOIN
);
}
masterAlias = null;
break;
case JOIN_SPLICE:
validateBothTimestamps(slaveModel, masterMetadata, slaveMetadata);
processJoinContext(index == 1, slaveModel.getContext(), masterMetadata, slaveMetadata);
if (slave.recordCursorSupportsRandomAccess() && master.recordCursorSupportsRandomAccess() && !fullFatJoins) {
master = createSpliceJoin(
// splice join result does not have timestamp
createJoinMetadata(masterAlias, masterMetadata, slaveModel.getName(), slaveMetadata, -1),
master,
RecordSinkFactory.getInstance(
asm,
masterMetadata,
listColumnFilterB,
true
),
slave,
RecordSinkFactory.getInstance(
asm,
slaveMetadata,
listColumnFilterA,
true
),
masterMetadata.getColumnCount()
);
} else {
assert false;
}
break;
default:
processJoinContext(index == 1, slaveModel.getContext(), masterMetadata, slaveMetadata);
master = createHashJoin(
createJoinMetadata(masterAlias, masterMetadata, slaveModel.getName(), slaveMetadata),
master,
slave,
joinType
);
masterAlias = null;
break;
}
}
} catch (Throwable th) {
Misc.free(master);
Misc.free(slave);
throw th;
}
finally {
executionContext.popTimestampRequiredFlag();
}
// check if there are post-filters
ExpressionNode filter = slaveModel.getPostJoinWhereClause();
if (filter != null) {
master = new FilteredRecordCursorFactory(master, functionParser.parseFunction(filter, master.getMetadata(), executionContext));
}
}
// unfortunately we had to go all out to create join metadata
// now it is time to check if we have constant conditions
ExpressionNode constFilter = model.getConstWhereClause();
if (constFilter != null) {
Function function = functionParser.parseFunction(constFilter, null, executionContext);
if (!function.getBool(null)) {
// do not copy metadata here
// this would have been JoinRecordMetadata, which is new instance anyway
// we have to make sure that this metadata is safely transitioned
// to empty cursor factory
JoinRecordMetadata metadata = (JoinRecordMetadata) master.getMetadata();
metadata.incrementRefCount();
RecordCursorFactory factory = new EmptyTableRecordCursorFactory(metadata);
Misc.free(master);
return factory;
}
}
return master;
} catch (Throwable e) {
Misc.free(master);
throw e;
}
}
@NotNull
private RecordCursorFactory generateLatestByQuery(
QueryModel model,
TableReader reader,
RecordMetadata metadata,
String tableName,
IntrinsicModel intrinsicModel,
Function filter,
SqlExecutionContext executionContext,
int timestampIndex,
@NotNull IntList columnIndexes,
@NotNull LongList prefixes
) throws SqlException {
final DataFrameCursorFactory dataFrameCursorFactory;
if (intrinsicModel.hasIntervalFilters()) {
dataFrameCursorFactory = new IntervalBwdDataFrameCursorFactory(engine, tableName, model.getTableId(), model.getTableVersion(), intrinsicModel.buildIntervalModel(), timestampIndex);
} else {
dataFrameCursorFactory = new FullBwdDataFrameCursorFactory(engine, tableName, model.getTableId(), model.getTableVersion());
}
// 'latest by' clause takes over the filter
model.setWhereClause(null);
assert listColumnFilterA.size() > 0;
final int latestByIndex = listColumnFilterA.getColumnIndexFactored(0);
final boolean indexed = metadata.isColumnIndexed(latestByIndex);
if (!ColumnType.isSymbol(metadata.getColumnType(latestByIndex))) {
return new LatestByAllFilteredRecordCursorFactory(
metadata,
configuration,
dataFrameCursorFactory,
RecordSinkFactory.getInstance(asm, metadata, listColumnFilterA, false),
keyTypes,
filter,
columnIndexes
);
}
if (intrinsicModel.keyColumn != null) {
// key column must always be the same as latest by column
assert latestByIndex == metadata.getColumnIndexQuiet(intrinsicModel.keyColumn);
if (intrinsicModel.keySubQuery != null) {
final RecordCursorFactory rcf = generate(intrinsicModel.keySubQuery, executionContext);
final Record.CharSequenceFunction func = validateSubQueryColumnAndGetGetter(intrinsicModel, rcf.getMetadata());
return new LatestBySubQueryRecordCursorFactory(
configuration,
metadata,
dataFrameCursorFactory,
latestByIndex,
rcf,
filter,
indexed,
func,
columnIndexes
);
}
final int nKeyValues = intrinsicModel.keyValues.size();
if (indexed) {
assert nKeyValues > 0;
// deal with key values as a list
// 1. resolve each value of the list to "int"
// 2. get first row in index for each value (stream)
final SymbolMapReader symbolMapReader = reader.getSymbolMapReader(latestByIndex);
final RowCursorFactory rcf;
if (nKeyValues == 1) {
final CharSequence symbolValue = intrinsicModel.keyValues.get(0);
final int symbol = symbolMapReader.keyOf(symbolValue);
if (filter == null) {
if (symbol == SymbolTable.VALUE_NOT_FOUND) {
rcf = new LatestByValueDeferredIndexedRowCursorFactory(latestByIndex, Chars.toString(symbolValue), false);
} else {
rcf = new LatestByValueIndexedRowCursorFactory(latestByIndex, symbol, false);
}
return new DataFrameRecordCursorFactory(metadata, dataFrameCursorFactory, rcf, false, null, false, columnIndexes, null);
}
if (symbol == SymbolTable.VALUE_NOT_FOUND) {
return new LatestByValueDeferredIndexedFilteredRecordCursorFactory(
metadata,
dataFrameCursorFactory,
latestByIndex,
Chars.toString(symbolValue),
filter,
columnIndexes
);
}
return new LatestByValueIndexedFilteredRecordCursorFactory(
metadata,
dataFrameCursorFactory,
latestByIndex,
symbol,
filter,
columnIndexes
);
}
return new LatestByValuesIndexedFilteredRecordCursorFactory(
configuration,
metadata,
dataFrameCursorFactory,
latestByIndex,
intrinsicModel.keyValues,
symbolMapReader,
filter,
columnIndexes
);
}
assert nKeyValues > 0;
// we have "latest by" column values, but no index
final SymbolMapReader symbolMapReader = reader.getSymbolMapReader(latestByIndex);
if (nKeyValues > 1) {
return new LatestByValuesFilteredRecordCursorFactory(
configuration,
metadata,
dataFrameCursorFactory,
latestByIndex,
intrinsicModel.keyValues,
symbolMapReader,
filter,
columnIndexes
);
}
// we have a single symbol key
int symbolKey = symbolMapReader.keyOf(intrinsicModel.keyValues.get(0));
if (symbolKey == SymbolTable.VALUE_NOT_FOUND) {
return new LatestByValueDeferredFilteredRecordCursorFactory(
metadata,
dataFrameCursorFactory,
latestByIndex,
Chars.toString(intrinsicModel.keyValues.get(0)),
filter,
columnIndexes
);
}
return new LatestByValueFilteredRecordCursorFactory(metadata, dataFrameCursorFactory, latestByIndex, symbolKey, filter, columnIndexes);
}
// we select all values of "latest by" column
assert intrinsicModel.keyValues.size() == 0;
// get latest rows for all values of "latest by" column
if (indexed) {
return new LatestByAllIndexedFilteredRecordCursorFactory(
configuration,
metadata,
dataFrameCursorFactory,
latestByIndex,
filter,
columnIndexes,
prefixes
);
} else {
return new LatestByAllFilteredRecordCursorFactory(
metadata,
configuration,
dataFrameCursorFactory,
RecordSinkFactory.getInstance(asm, metadata, listColumnFilterA, false),
keyTypes,
filter,
columnIndexes
);
}
}
private RecordCursorFactory generateLimit(RecordCursorFactory factory, QueryModel model, SqlExecutionContext executionContext) throws SqlException {
ExpressionNode limitLo = model.getLimitLo();
ExpressionNode limitHi = model.getLimitHi();
if (limitLo == null && limitHi == null) {
return factory;
}
final Function loFunc;
final Function hiFunc;
if (limitLo == null) {
loFunc = LongConstant.ZERO;
} else {
loFunc = functionParser.parseFunction(limitLo, EmptyRecordMetadata.INSTANCE, executionContext);
final int type = loFunc.getType();
if (limitTypes.excludes(type)) {
throw SqlException.$(limitLo.position, "invalid type: ").put(ColumnType.nameOf(type));
}
}
if (limitHi != null) {
hiFunc = functionParser.parseFunction(limitHi, EmptyRecordMetadata.INSTANCE, executionContext);
final int type = hiFunc.getType();
if (limitTypes.excludes(type)) {
throw SqlException.$(limitHi.position, "invalid type: ").put(ColumnType.nameOf(type));
}
} else {
hiFunc = null;
}
return new LimitRecordCursorFactory(factory, loFunc, hiFunc);
}
private RecordCursorFactory generateNoSelect(
QueryModel model,
SqlExecutionContext executionContext
) throws SqlException {
ExpressionNode tableName = model.getTableName();
if (tableName != null) {
if (tableName.type == FUNCTION) {
return generateFunctionQuery(model);
} else {
return generateTableQuery(model, executionContext);
}
}
return generateSubQuery(model, executionContext);
}
private RecordCursorFactory generateOrderBy(RecordCursorFactory recordCursorFactory, QueryModel model) throws SqlException {
if (recordCursorFactory.followedOrderByAdvice()) {
return recordCursorFactory;
}
try {
final LowerCaseCharSequenceIntHashMap orderBy = model.getOrderHash();
final ObjList columnNames = orderBy.keys();
final int size = columnNames.size();
if (size > 0) {
final RecordMetadata metadata = recordCursorFactory.getMetadata();
listColumnFilterA.clear();
intHashSet.clear();
// column index sign indicates direction
// therefore 0 index is not allowed
for (int i = 0; i < size; i++) {
final CharSequence column = columnNames.getQuick(i);
int index = metadata.getColumnIndexQuiet(column);
// check if column type is supported
if (ColumnType.isBinary(metadata.getColumnType(index))) {
// find position of offending column
ObjList nodes = model.getOrderBy();
int position = 0;
for (int j = 0, y = nodes.size(); j < y; j++) {
if (Chars.equals(column, nodes.getQuick(i).token)) {
position = nodes.getQuick(i).position;
break;
}
}
throw SqlException.$(position, "unsupported column type: ").put(ColumnType.nameOf(metadata.getColumnType(index)));
}
// we also maintain unique set of column indexes for better performance
if (intHashSet.add(index)) {
if (orderBy.get(column) == QueryModel.ORDER_DIRECTION_DESCENDING) {
listColumnFilterA.add(-index - 1);
} else {
listColumnFilterA.add(index + 1);
}
}
}
// if first column index is the same as timestamp of underling record cursor factory
// we could have two possibilities:
// 1. if we only have one column to order by - the cursor would already be ordered
// by timestamp; we have nothing to do
// 2. metadata of the new cursor will have timestamp
RecordMetadata orderedMetadata;
if (metadata.getTimestampIndex() != -1) {
CharSequence column = columnNames.getQuick(0);
int index = metadata.getColumnIndexQuiet(column);
if (index == metadata.getTimestampIndex()) {
if (size == 1 && orderBy.get(column) == QueryModel.ORDER_DIRECTION_ASCENDING) {
return recordCursorFactory;
}
}
}
orderedMetadata = GenericRecordMetadata.copyOfSansTimestamp(metadata);
if (recordCursorFactory.recordCursorSupportsRandomAccess()) {
return new SortedLightRecordCursorFactory(
configuration,
orderedMetadata,
recordCursorFactory,
recordComparatorCompiler.compile(metadata, listColumnFilterA)
);
}
// when base record cursor does not support random access
// we have to copy entire record into ordered structure
entityColumnFilter.of(orderedMetadata.getColumnCount());
return new SortedRecordCursorFactory(
configuration,
orderedMetadata,
recordCursorFactory,
orderedMetadata,
RecordSinkFactory.getInstance(
asm,
orderedMetadata,
entityColumnFilter,
false
),
recordComparatorCompiler.compile(metadata, listColumnFilterA)
);
}
return recordCursorFactory;
} catch (SqlException | CairoException e) {
recordCursorFactory.close();
throw e;
}
}
private RecordCursorFactory generateQuery(QueryModel model, SqlExecutionContext executionContext, boolean processJoins) throws SqlException {
RecordCursorFactory factory = generateQuery0(model, executionContext, processJoins);
if (model.getUnionModel() != null) {
return generateSetFactory(model, factory, executionContext);
}
return factory;
}
private RecordCursorFactory generateQuery0(QueryModel model, SqlExecutionContext executionContext, boolean processJoins) throws SqlException {
return generateLimit(
generateOrderBy(
generateFilter(
generateSelect(
model,
executionContext,
processJoins
),
model,
executionContext
),
model
),
model,
executionContext
);
}
@NotNull
private RecordCursorFactory generateSampleBy(
QueryModel model,
SqlExecutionContext executionContext,
ExpressionNode sampleByNode
) throws SqlException {
executionContext.pushTimestampRequiredFlag(true);
try {
final ExpressionNode timezoneName = model.getSampleByTimezoneName();
final Function timezoneNameFunc;
final int timezoneNameFuncPos;
final ExpressionNode offset = model.getSampleByOffset();
final Function offsetFunc;
final int offsetFuncPos;
if (timezoneName != null) {
timezoneNameFunc = functionParser.parseFunction(
timezoneName,
EmptyRecordMetadata.INSTANCE,
executionContext
);
timezoneNameFuncPos = timezoneName.position;
} else {
timezoneNameFunc = StrConstant.NULL;
timezoneNameFuncPos = 0;
}
if (offset != null) {
offsetFunc = functionParser.parseFunction(
offset,
EmptyRecordMetadata.INSTANCE,
executionContext
);
offsetFuncPos = offset.position;
} else {
offsetFunc = StrConstant.NULL;
offsetFuncPos = 0;
}
final RecordCursorFactory factory = generateSubQuery(model, executionContext);
// we require timestamp
final int timestampIndex = getTimestampIndex(model, factory);
if (timestampIndex == -1) {
Misc.free(factory);
throw SqlException.$(model.getModelPosition(), "base query does not provide dedicated TIMESTAMP column");
}
final RecordMetadata metadata = factory.getMetadata();
final ObjList sampleByFill = model.getSampleByFill();
final TimestampSampler timestampSampler = TimestampSamplerFactory.getInstance(sampleByNode.token, sampleByNode.position);
final int fillCount = sampleByFill.size();
try {
keyTypes.clear();
valueTypes.clear();
listColumnFilterA.clear();
if (fillCount == 1 && Chars.equalsLowerCaseAscii(sampleByFill.getQuick(0).token, "linear")) {
return new SampleByInterpolateRecordCursorFactory(
configuration,
factory,
timestampSampler,
model,
listColumnFilterA,
functionParser,
executionContext,
asm,
keyTypes,
valueTypes,
entityColumnFilter,
recordFunctionPositions,
groupByFunctionPositions,
timestampIndex
);
}
final int columnCount = model.getColumns().size();
final ObjList groupByFunctions = new ObjList<>(columnCount);
valueTypes.add(ColumnType.TIMESTAMP); // first value is always timestamp
GroupByUtils.prepareGroupByFunctions(
model,
metadata,
functionParser,
executionContext,
groupByFunctions,
groupByFunctionPositions,
valueTypes
);
final ObjList recordFunctions = new ObjList<>(columnCount);
final GenericRecordMetadata groupByMetadata = new GenericRecordMetadata();
GroupByUtils.prepareGroupByRecordFunctions(
model,
metadata,
listColumnFilterA,
groupByFunctions,
groupByFunctionPositions,
recordFunctions,
recordFunctionPositions,
groupByMetadata,
keyTypes,
valueTypes.getColumnCount(),
false,
timestampIndex
);
boolean isFillNone = fillCount == 0 || fillCount == 1 && Chars.equalsLowerCaseAscii(sampleByFill.getQuick(0).token, "none");
boolean allGroupsFirstLast = isFillNone && allGroupsFirstLastWithSingleSymbolFilter(model, metadata);
if (allGroupsFirstLast) {
SingleSymbolFilter symbolFilter = factory.convertToSampleByIndexDataFrameCursorFactory();
if (symbolFilter != null) {
return new SampleByFirstLastRecordCursorFactory(
factory,
timestampSampler,
groupByMetadata,
model.getColumns(),
metadata,
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos,
timestampIndex,
symbolFilter,
configuration.getSampleByIndexSearchPageSize()
);
}
}
if (fillCount == 1 && Chars.equalsLowerCaseAscii(sampleByFill.getQuick(0).token, "prev")) {
if (keyTypes.getColumnCount() == 0) {
return new SampleByFillPrevNotKeyedRecordCursorFactory(
factory,
timestampSampler,
groupByMetadata,
groupByFunctions,
recordFunctions,
timestampIndex,
valueTypes.getColumnCount(),
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos
);
}
return new SampleByFillPrevRecordCursorFactory(
configuration,
factory,
timestampSampler,
listColumnFilterA,
asm,
keyTypes,
valueTypes,
groupByMetadata,
groupByFunctions,
recordFunctions,
timestampIndex,
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos
);
}
if (isFillNone) {
if (keyTypes.getColumnCount() == 0) {
// this sample by is not keyed
return new SampleByFillNoneNotKeyedRecordCursorFactory(
factory,
timestampSampler,
groupByMetadata,
groupByFunctions,
recordFunctions,
valueTypes.getColumnCount(),
timestampIndex,
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos
);
}
return new SampleByFillNoneRecordCursorFactory(
configuration,
factory,
groupByMetadata,
groupByFunctions,
recordFunctions,
timestampSampler,
listColumnFilterA,
asm,
keyTypes,
valueTypes,
timestampIndex,
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos
);
}
if (fillCount == 1 && isNullKeyword(sampleByFill.getQuick(0).token)) {
if (keyTypes.getColumnCount() == 0) {
return new SampleByFillNullNotKeyedRecordCursorFactory(
factory,
timestampSampler,
groupByMetadata,
groupByFunctions,
recordFunctions,
recordFunctionPositions,
valueTypes.getColumnCount(),
timestampIndex,
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos
);
}
return new SampleByFillNullRecordCursorFactory(
configuration,
factory,
timestampSampler,
listColumnFilterA,
asm,
keyTypes,
valueTypes,
groupByMetadata,
groupByFunctions,
recordFunctions,
recordFunctionPositions,
timestampIndex,
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos
);
}
assert fillCount > 0;
if (keyTypes.getColumnCount() == 0) {
return new SampleByFillValueNotKeyedRecordCursorFactory(
factory,
timestampSampler,
sampleByFill,
groupByMetadata,
groupByFunctions,
recordFunctions,
recordFunctionPositions,
valueTypes.getColumnCount(),
timestampIndex,
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos
);
}
return new SampleByFillValueRecordCursorFactory(
configuration,
factory,
timestampSampler,
listColumnFilterA,
asm,
sampleByFill,
keyTypes,
valueTypes,
groupByMetadata,
groupByFunctions,
recordFunctions,
recordFunctionPositions,
timestampIndex,
timezoneNameFunc,
timezoneNameFuncPos,
offsetFunc,
offsetFuncPos
);
} catch (Throwable e) {
factory.close();
throw e;
}
} finally {
executionContext.popTimestampRequiredFlag();
}
}
private RecordCursorFactory generateSelect(
QueryModel model,
SqlExecutionContext executionContext,
boolean processJoins
) throws SqlException {
switch (model.getSelectModelType()) {
case QueryModel.SELECT_MODEL_CHOOSE:
return generateSelectChoose(model, executionContext);
case QueryModel.SELECT_MODEL_GROUP_BY:
return generateSelectGroupBy(model, executionContext);
case QueryModel.SELECT_MODEL_VIRTUAL:
return generateSelectVirtual(model, executionContext);
case QueryModel.SELECT_MODEL_ANALYTIC:
return generateSelectAnalytic(model, executionContext);
case QueryModel.SELECT_MODEL_DISTINCT:
return generateSelectDistinct(model, executionContext);
case QueryModel.SELECT_MODEL_CURSOR:
return generateSelectCursor(model, executionContext);
default:
if (model.getJoinModels().size() > 1 && processJoins) {
return generateJoins(model, executionContext);
}
return generateNoSelect(model, executionContext);
}
}
private RecordCursorFactory generateSelectAnalytic(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
final RecordCursorFactory base = generateSubQuery(model, executionContext);
final RecordMetadata baseMetadata = base.getMetadata();
final ObjList columns = model.getColumns();
final int columnCount = columns.size();
grouppedAnalytic.clear();
ObjList naturalOrderFunctions = null;
valueTypes.clear();
ArrayColumnTypes chainTypes = valueTypes;
GenericRecordMetadata chainMetadata = new GenericRecordMetadata();
GenericRecordMetadata factoryMetadata = new GenericRecordMetadata();
listColumnFilterA.clear();
listColumnFilterB.clear();
// we need two passes over columns because partitionBy and orderBy clauses of
// the analytical function must reference the metadata of "this" factory.
// pass #1 assembles metadata of non-analytic columns
// set of column indexes in the base metadata that has already been added to the main
// metadata instance
// todo: reuse this set
IntHashSet columnSet = new IntHashSet();
for (int i = 0; i < columnCount; i++) {
final QueryColumn qc = columns.getQuick(i);
if (!(qc instanceof AnalyticColumn)) {
final int columnIndex = baseMetadata.getColumnIndexQuiet(qc.getAst().token);
final TableColumnMetadata m = BaseRecordMetadata.copyOf(baseMetadata, columnIndex);
chainMetadata.add(i, m);
factoryMetadata.add(i, m);
chainTypes.add(i, m.getType());
listColumnFilterA.extendAndSet(i, i + 1);
listColumnFilterB.extendAndSet(i, columnIndex);
columnSet.add(columnIndex);
}
}
// pass #2 - add remaining base metadata column that are not in columnSet already
// we need to pay attention to stepping over analytic column slots
// Chain metadata is assembled in such way that all columns the factory
// needs to provide are at the beginning of the metadata so the record the factory cursor
// returns can be chain record, because it chain record is always longer than record needed out of the
// cursor and relevant columns are 0..n limited by factory metadata
int addAt = columnCount;
for (int i = 0, n = baseMetadata.getColumnCount(); i < n; i++) {
if (columnSet.excludes(i)) {
final TableColumnMetadata m = BaseRecordMetadata.copyOf(baseMetadata, i);
chainMetadata.add(addAt, m);
chainTypes.add(addAt, m.getType());
listColumnFilterA.extendAndSet(addAt, addAt + 1);
listColumnFilterB.extendAndSet(addAt, i);
addAt++;
}
}
// pass #3 assembles analytic column metadata into a list
// not main metadata to avoid partitionBy functions accidentally looking up
// analytic columns recursively
// todo: these ar transient list, we can cache and reuse
final ObjList deferredAnalyticMetadata = new ObjList<>();
for (int i = 0; i < columnCount; i++) {
final QueryColumn qc = columns.getQuick(i);
if (qc instanceof AnalyticColumn) {
final AnalyticColumn ac = (AnalyticColumn) qc;
final ExpressionNode ast = qc.getAst();
if (ast.paramCount > 1) {
throw SqlException.$(ast.position, "Too many arguments");
}
ObjList partitionBy = null;
int psz = ac.getPartitionBy().size();
if (psz > 0) {
partitionBy = new ObjList<>(psz);
for (int j = 0; j < psz; j++) {
partitionBy.add(
functionParser.parseFunction(ac.getPartitionBy().getQuick(j), chainMetadata, executionContext)
);
}
}
final VirtualRecord partitionByRecord;
final RecordSink partitionBySink;
if (partitionBy != null) {
partitionByRecord = new VirtualRecord(partitionBy);
keyTypes.clear();
final int partitionByCount = partitionBy.size();
for (int j = 0; j < partitionByCount; j++) {
keyTypes.add(partitionBy.getQuick(j).getType());
}
entityColumnFilter.of(partitionByCount);
// create sink
partitionBySink = RecordSinkFactory.getInstance(
asm,
keyTypes,
entityColumnFilter,
false
);
} else {
partitionByRecord = null;
partitionBySink = null;
}
final int osz = ac.getOrderBy().size();
executionContext.configureAnalyticContext(
partitionByRecord,
partitionBySink,
keyTypes,
osz > 0,
base.recordCursorSupportsRandomAccess()
);
final Function f = functionParser.parseFunction(ac.getAst(), baseMetadata, executionContext);
// todo: throw an error when non-analytic function is called in analytic context
assert f instanceof AnalyticFunction;
AnalyticFunction analyticFunction = (AnalyticFunction) f;
// analyze order by clause on the current model and optimise out
// order by on analytic function if it matches the one on the model
final LowerCaseCharSequenceIntHashMap orderHash = model.getOrderHash();
boolean dismissOrder;
if (osz > 0 && orderHash.size() > 0) {
dismissOrder = true;
for (int j = 0; j < osz; j++) {
ExpressionNode node = ac.getOrderBy().getQuick(j);
int direction = ac.getOrderByDirection().getQuick(j);
if (orderHash.get(node.token) != direction) {
dismissOrder = false;
break;
}
}
} else {
dismissOrder = false;
}
if (osz > 0 && !dismissOrder) {
IntList order = toOrderIndices(chainMetadata, ac.getOrderBy(), ac.getOrderByDirection());
ObjList funcs = grouppedAnalytic.get(order);
if (funcs == null) {
grouppedAnalytic.put(order, funcs = new ObjList<>());
}
funcs.add(analyticFunction);
} else {
if (naturalOrderFunctions == null) {
naturalOrderFunctions = new ObjList<>();
}
naturalOrderFunctions.add(analyticFunction);
}
analyticFunction.setColumnIndex(i);
deferredAnalyticMetadata.extendAndSet(i, new TableColumnMetadata(
Chars.toString(qc.getAlias()),
analyticFunction.getType(),
false,
0,
false,
null
));
listColumnFilterA.extendAndSet(i, -i - 1);
}
}
// after all columns are processed we can re-insert deferred metadata
for (int i = 0, n = deferredAnalyticMetadata.size(); i < n; i++) {
TableColumnMetadata m = deferredAnalyticMetadata.getQuick(i);
if (m != null) {
chainTypes.add(i, m.getType());
factoryMetadata.add(i, m);
}
}
final ObjList analyticComparators = new ObjList<>(grouppedAnalytic.size());
final ObjList> functionGroups = new ObjList<>(grouppedAnalytic.size());
for (ObjObjHashMap.Entry> e : grouppedAnalytic) {
analyticComparators.add(recordComparatorCompiler.compile(chainTypes, e.key));
functionGroups.add(e.value);
}
final RecordSink recordSink = RecordSinkFactory.getInstance(
asm,
chainTypes,
listColumnFilterA,
false,
listColumnFilterB
);
return new CachedAnalyticRecordCursorFactory(
configuration,
base,
recordSink,
factoryMetadata,
chainTypes,
analyticComparators,
functionGroups,
naturalOrderFunctions
);
}
private RecordCursorFactory generateSelectChoose(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
final RecordCursorFactory factory = generateSubQuery(model, executionContext);
final RecordMetadata metadata = factory.getMetadata();
final ObjList columns = model.getColumns();
final int selectColumnCount = columns.size();
final ExpressionNode timestamp = model.getTimestamp();
boolean entity;
// the model is considered entity when it doesn't add any value to its nested model
//
if (timestamp == null && metadata.getColumnCount() == selectColumnCount) {
entity = true;
for (int i = 0; i < selectColumnCount; i++) {
QueryColumn qc = columns.getQuick(i);
if (
!Chars.equals(metadata.getColumnName(i), qc.getAst().token) ||
qc.getAlias() != null && !(Chars.equals(qc.getAlias(), qc.getAst().token))
) {
entity = false;
break;
}
}
} else {
entity = false;
}
if (entity) {
return factory;
}
final int timestampIndex = getTimestampIndex(model, factory);
if (timestampIndex == -1 && executionContext.isTimestampRequired()) {
Misc.free(factory);
throw SqlException.$(model.getModelPosition(), "TIMESTAMP column is required but not provided");
}
final IntList columnCrossIndex = new IntList(selectColumnCount);
final GenericRecordMetadata selectMetadata = new GenericRecordMetadata();
boolean timestampSet = false;
for (int i = 0; i < selectColumnCount; i++) {
final QueryColumn queryColumn = columns.getQuick(i);
int index = metadata.getColumnIndexQuiet(queryColumn.getAst().token);
assert index > -1 : "wtf? " + queryColumn.getAst().token;
columnCrossIndex.add(index);
if (queryColumn.getAlias() == null) {
selectMetadata.add(BaseRecordMetadata.copyOf(metadata, index));
} else {
selectMetadata.add(
new TableColumnMetadata(
Chars.toString(queryColumn.getAlias()),
metadata.getColumnType(index),
metadata.isColumnIndexed(index),
metadata.getIndexValueBlockCapacity(index),
metadata.isSymbolTableStatic(index),
metadata.getMetadata(index)
)
);
}
if (index == timestampIndex) {
selectMetadata.setTimestampIndex(i);
timestampSet = true;
}
}
if (!timestampSet && executionContext.isTimestampRequired()) {
selectMetadata.add(BaseRecordMetadata.copyOf(metadata, timestampIndex));
selectMetadata.setTimestampIndex(selectMetadata.getColumnCount() - 1);
columnCrossIndex.add(timestampIndex);
}
return new SelectedRecordCursorFactory(selectMetadata, columnCrossIndex, factory);
}
private RecordCursorFactory generateSelectCursor(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
// sql parser ensures this type of model always has only one column
return new RecordAsAFieldRecordCursorFactory(
generate(model.getNestedModel(), executionContext),
model.getColumns().getQuick(0).getAlias()
);
}
private RecordCursorFactory generateSelectDistinct(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
QueryModel twoDeepNested;
ExpressionNode tableNameEn;
if (
model.getColumns().size() == 1
&& model.getNestedModel() != null
&& model.getNestedModel().getSelectModelType() == QueryModel.SELECT_MODEL_CHOOSE
&& (twoDeepNested = model.getNestedModel().getNestedModel()) != null
&& twoDeepNested.getWhereClause() == null
&& twoDeepNested.getLatestBy().size() == 0
&& (tableNameEn = twoDeepNested.getTableName()) != null
) {
CharSequence tableName = tableNameEn.token;
try (TableReader reader = engine.getReader(executionContext.getCairoSecurityContext(), tableName)) {
CharSequence columnName = model.getBottomUpColumnNames().get(0);
TableReaderMetadata readerMetadata = reader.getMetadata();
int columnIndex = readerMetadata.getColumnIndex(columnName);
int columnType = readerMetadata.getColumnType(columnIndex);
if (readerMetadata.getVersion() >= 416 && ColumnType.isSymbol(columnType)) {
final GenericRecordMetadata distinctSymbolMetadata = new GenericRecordMetadata();
distinctSymbolMetadata.add(BaseRecordMetadata.copyOf(readerMetadata, columnIndex));
return new DistinctSymbolRecordCursorFactory(
engine,
distinctSymbolMetadata,
Chars.toString(tableName),
columnIndex,
reader.getMetadata().getId(),
reader.getVersion()
);
}
}
}
final RecordCursorFactory factory = generateSubQuery(model, executionContext);
try {
if (factory.recordCursorSupportsRandomAccess() && factory.getMetadata().getTimestampIndex() != -1) {
return new DistinctTimeSeriesRecordCursorFactory(
configuration,
factory,
entityColumnFilter,
asm
);
}
return new DistinctRecordCursorFactory(
configuration,
factory,
entityColumnFilter,
asm
);
} catch (Throwable e) {
factory.close();
throw e;
}
}
private RecordCursorFactory generateSelectGroupBy(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
// fail fast if we cannot create timestamp sampler
final ExpressionNode sampleByNode = model.getSampleBy();
if (sampleByNode != null) {
return generateSampleBy(model, executionContext, sampleByNode);
}
RecordCursorFactory factory = null;
try {
ObjList columns;
ExpressionNode columnExpr;
// generate special case plan for "select count() from somewhere"
columns = model.getColumns();
if (columns.size() == 1) {
CharSequence columnName = columns.getQuick(0).getName();
columnExpr = columns.getQuick(0).getAst();
if (columnExpr.type == FUNCTION && columnExpr.paramCount == 0 && isCountKeyword(columnExpr.token)) {
// check if count() was not aliased, if it was, we need to generate new metadata, bummer
final RecordMetadata metadata = isCountKeyword(columnName) ? CountRecordCursorFactory.DEFAULT_COUNT_METADATA :
new GenericRecordMetadata().add(new TableColumnMetadata(Chars.toString(columnName), ColumnType.LONG, null));
return new CountRecordCursorFactory(metadata, generateSubQuery(model, executionContext));
}
}
tempKeyIndexesInBase.clear();
tempKeyIndex.clear();
arrayColumnTypes.clear();
tempKeyKinds.clear();
boolean pageFramingSupported = false;
boolean specialCaseKeys = false;
// check for special case time function aggregations
final QueryModel nested = model.getNestedModel();
assert nested != null;
// check if underlying model has reference to hour(column) function
if (nested.getSelectModelType() == QueryModel.SELECT_MODEL_VIRTUAL
&& (columnExpr = nested.getColumns().getQuick(0).getAst()).type == FUNCTION
&& isHourKeyword(columnExpr.token)
&& columnExpr.paramCount == 1
&& columnExpr.rhs.type == LITERAL
) {
specialCaseKeys = true;
factory = generateSubQuery(nested, executionContext);
pageFramingSupported = factory.supportPageFrameCursor();
if (pageFramingSupported) {
// find position of the hour() argument in the factory meta
tempKeyIndexesInBase.add(factory.getMetadata().getColumnIndex(columnExpr.rhs.token));
// find position of hour() alias in selected columns
// also make sure there are no other literal column than our function reference
final CharSequence functionColumnName = columns.getQuick(0).getName();
for (int i = 0, n = columns.size(); i < n; i++) {
columnExpr = columns.getQuick(i).getAst();
if (columnExpr.type == LITERAL) {
if (Chars.equals(columnExpr.token, functionColumnName)) {
tempKeyIndex.add(i);
// storage dimension for Rosti is INT when we use hour(). This function produces INT.
tempKeyKinds.add(GKK_HOUR_INT);
arrayColumnTypes.add(ColumnType.INT);
} else {
// there is something else here, fallback to default implementation
pageFramingSupported = false;
break;
}
}
}
} else {
factory = Misc.free(factory);
}
}
if (factory == null) {
factory = generateSubQuery(model, executionContext);
pageFramingSupported = factory.supportPageFrameCursor();
}
RecordMetadata metadata = factory.getMetadata();
// inspect model for possibility of vector aggregate intrinsics
if (pageFramingSupported && assembleKeysAndFunctionReferences(columns, metadata, !specialCaseKeys)) {
// create metadata from everything we've gathered
GenericRecordMetadata meta = new GenericRecordMetadata();
// start with keys
for (int i = 0, n = tempKeyIndex.size(); i < n; i++) {
final int indexInThis = tempKeyIndex.getQuick(i);
final int indexInBase = tempKeyIndexesInBase.getQuick(i);
final int type = arrayColumnTypes.getColumnType(i);
if (ColumnType.isSymbol(type)) {
meta.add(
indexInThis,
new TableColumnMetadata(
Chars.toString(columns.getQuick(indexInThis).getName())
, type
, false
, 0
, metadata.isSymbolTableStatic(indexInBase),
null
)
);
} else {
meta.add(
indexInThis,
new TableColumnMetadata(
Chars.toString(columns.getQuick(indexInThis).getName()),
type,
null
)
);
}
}
// add aggregates
for (int i = 0, n = tempVecConstructors.size(); i < n; i++) {
VectorAggregateFunctionConstructor constructor = tempVecConstructors.getQuick(i);
int indexInBase = tempVecConstructorArgIndexes.getQuick(i);
int indexInThis = tempAggIndex.getQuick(i);
VectorAggregateFunction vaf = constructor.create(tempKeyKinds.size() == 0 ? 0 : tempKeyKinds.getQuick(0), indexInBase, executionContext.getWorkerCount());
tempVaf.add(vaf);
meta.add(indexInThis,
new TableColumnMetadata(
Chars.toString(columns.getQuick(indexInThis).getName()),
vaf.getType(),
null
)
);
}
if (tempKeyIndexesInBase.size() == 0) {
return new GroupByNotKeyedVectorRecordCursorFactory(
configuration,
factory,
meta,
tempVaf
);
}
if (tempKeyIndexesInBase.size() == 1) {
for (int i = 0, n = tempVaf.size(); i < n; i++) {
tempVaf.getQuick(i).pushValueTypes(arrayColumnTypes);
}
GroupByUtils.validateGroupByColumns(model, 1);
return new GroupByRecordCursorFactory(
configuration,
factory,
meta,
arrayColumnTypes,
executionContext.getWorkerCount(),
tempVaf,
tempKeyIndexesInBase.getQuick(0),
tempKeyIndex.getQuick(0),
tempSymbolSkewIndexes
);
}
}
if (specialCaseKeys) {
// uh-oh, we had special case keys, but could not find implementation for the functions
// release factory we created unnecessarily
Misc.free(factory);
// create factory on top level model
factory = generateSubQuery(model, executionContext);
// and reset metadata
metadata = factory.getMetadata();
}
final int timestampIndex = getTimestampIndex(model, factory);
keyTypes.clear();
valueTypes.clear();
listColumnFilterA.clear();
final int columnCount = model.getColumns().size();
ObjList groupByFunctions = new ObjList<>(columnCount);
GroupByUtils.prepareGroupByFunctions(
model,
metadata,
functionParser,
executionContext,
groupByFunctions,
groupByFunctionPositions,
valueTypes
);
final ObjList recordFunctions = new ObjList<>(columnCount);
final GenericRecordMetadata groupByMetadata = new GenericRecordMetadata();
GroupByUtils.prepareGroupByRecordFunctions(
model,
metadata,
listColumnFilterA,
groupByFunctions,
groupByFunctionPositions,
recordFunctions,
recordFunctionPositions,
groupByMetadata,
keyTypes,
valueTypes.getColumnCount(),
true,
timestampIndex
);
if (keyTypes.getColumnCount() == 0) {
return new GroupByNotKeyedRecordCursorFactory(
factory,
groupByMetadata,
groupByFunctions,
recordFunctions,
valueTypes.getColumnCount()
);
}
return new io.questdb.griffin.engine.groupby.GroupByRecordCursorFactory(
configuration,
factory,
listColumnFilterA,
asm,
keyTypes,
valueTypes,
groupByMetadata,
groupByFunctions,
recordFunctions
);
} catch (Throwable e) {
Misc.free(factory);
throw e;
}
}
private RecordCursorFactory generateSelectVirtual(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
final RecordCursorFactory factory = generateSubQuery(model, executionContext);
try {
final ObjList columns = model.getColumns();
final int columnCount = columns.size();
final RecordMetadata metadata = factory.getMetadata();
final ObjList functions = new ObjList<>(columnCount);
final GenericRecordMetadata virtualMetadata = new GenericRecordMetadata();
// attempt to preserve timestamp on new data set
CharSequence timestampColumn;
final int timestampIndex = metadata.getTimestampIndex();
if (timestampIndex > -1) {
timestampColumn = metadata.getColumnName(timestampIndex);
} else {
timestampColumn = null;
}
for (int i = 0; i < columnCount; i++) {
final QueryColumn column = columns.getQuick(i);
final ExpressionNode node = column.getAst();
if (node.type == ExpressionNode.LITERAL && Chars.equalsNc(node.token, timestampColumn)) {
virtualMetadata.setTimestampIndex(i);
}
final Function function = functionParser.parseFunction(
column.getAst(),
metadata,
executionContext
);
// define "undefined" functions as string
if (function.isUndefined()) {
function.assignType(ColumnType.STRING, executionContext.getBindVariableService());
}
functions.add(function);
if (function instanceof SymbolFunction) {
virtualMetadata.add(
new TableColumnMetadata(
Chars.toString(column.getAlias()),
function.getType(),
false,
0,
((SymbolFunction) function).isSymbolTableStatic(),
function.getMetadata()
)
);
} else {
virtualMetadata.add(
new TableColumnMetadata(
Chars.toString(column.getAlias()),
function.getType(),
function.getMetadata()
)
);
}
}
// if timestamp was required and present in the base model but
// not selected, we will need to add it
if (
executionContext.isTimestampRequired()
&& timestampColumn != null
&& virtualMetadata.getTimestampIndex() == -1
) {
final Function timestampFunction = FunctionParser.createColumn(
0, timestampColumn, metadata
);
functions.add(timestampFunction);
// here the base timestamp column name can name-clash with one of the
// functions, so we have to use bottomUpColumns to lookup alias we should
// be using. Bottom up column should have our timestamp because optimiser puts it there
for (int i = 0, n = model.getBottomUpColumns().size(); i < n; i++) {
QueryColumn qc = model.getBottomUpColumns().getQuick(i);
if (qc.getAst().type == LITERAL && Chars.equals(timestampColumn, qc.getAst().token)) {
virtualMetadata.setTimestampIndex(virtualMetadata.getColumnCount());
virtualMetadata.add(
new TableColumnMetadata(
Chars.toString(qc.getAlias()),
timestampFunction.getType(),
timestampFunction.getMetadata()
)
);
break;
}
}
}
return new VirtualRecordCursorFactory(virtualMetadata, functions, factory);
} catch (SqlException | CairoException e) {
factory.close();
throw e;
}
}
/**
* Generates chain of parent factories each of which takes only two argument factories.
* Parent factory will perform one of SET operations on its arguments, such as UNION, UNION ALL,
* INTERSECT or EXCEPT
*
* @param model incoming model is expected to have a chain of models via its QueryModel.getUnionModel() function
* @param masterFactory is compiled first argument
* @param executionContext execution context for authorization and parallel execution purposes
* @return factory that performs a SET operation
* @throws SqlException when query contains syntax errors
*/
private RecordCursorFactory generateSetFactory(
QueryModel model,
RecordCursorFactory masterFactory,
SqlExecutionContext executionContext
) throws SqlException {
RecordCursorFactory slaveFactory = generateQuery0(model.getUnionModel(), executionContext, true);
switch (model.getSetOperationType()) {
case QueryModel.SET_OPERATION_UNION:
return generateUnionFactory(model, masterFactory, executionContext, slaveFactory, SET_UNION_CONSTRUCTOR);
case QueryModel.SET_OPERATION_UNION_ALL:
return generateUnionAllFactory(model, masterFactory, executionContext, slaveFactory);
case QueryModel.SET_OPERATION_EXCEPT:
return generateUnionFactory(model, masterFactory, executionContext, slaveFactory, SET_EXCEPT_CONSTRUCTOR);
case QueryModel.SET_OPERATION_INTERSECT:
return generateUnionFactory(model, masterFactory, executionContext, slaveFactory, SET_INTERSECT_CONSTRUCTOR);
default:
assert false;
return null;
}
}
private RecordCursorFactory generateSubQuery(QueryModel model, SqlExecutionContext executionContext) throws SqlException {
assert model.getNestedModel() != null;
return generateQuery(model.getNestedModel(), executionContext, true);
}
private RecordCursorFactory generateTableQuery(
QueryModel model,
SqlExecutionContext executionContext
) throws SqlException {
final ObjList latestBy = model.getLatestBy();
try (TableReader reader = engine.getReader(
executionContext.getCairoSecurityContext(),
model.getTableName().token,
model.getTableId(),
model.getTableVersion())
) {
final RecordMetadata readerMeta = reader.getMetadata();
// create metadata based on top-down columns that are required
final ObjList topDownColumns = model.getTopDownColumns();
final int topDownColumnCount = topDownColumns.size();
final IntList columnIndexes = new IntList();
final IntList columnSizes = new IntList();
// topDownColumnCount can be 0 for 'select count()' queries
int readerTimestampIndex;
try {
readerTimestampIndex = getTimestampIndex(model, readerMeta);
} catch (SqlException e) {
Misc.free(reader);
throw e;
}
boolean requiresTimestamp = joinsRequiringTimestamp[model.getJoinType()];
final GenericRecordMetadata myMeta = new GenericRecordMetadata();
boolean framingSupported;
try {
if (requiresTimestamp) {
executionContext.pushTimestampRequiredFlag(true);
}
boolean contextTimestampRequired = executionContext.isTimestampRequired();
// some "sample by" queries don't select any cols but needs timestamp col selected
// for example "select count() from x sample by 1h" implicitly needs timestamp column selected
if (topDownColumnCount > 0 || contextTimestampRequired) {
framingSupported = true;
for (int i = 0; i < topDownColumnCount; i++) {
int columnIndex = readerMeta.getColumnIndexQuiet(topDownColumns.getQuick(i).getName());
int type = readerMeta.getColumnType(columnIndex);
int typeSize = ColumnType.sizeOf(type);
if (framingSupported && (typeSize < Byte.BYTES || typeSize > Double.BYTES)) {
// we don't frame non-primitive types yet
framingSupported = false;
}
columnIndexes.add(columnIndex);
columnSizes.add((Numbers.msb(typeSize)));
myMeta.add(new TableColumnMetadata(
Chars.toString(topDownColumns.getQuick(i).getName()),
type,
readerMeta.isColumnIndexed(columnIndex),
readerMeta.getIndexValueBlockCapacity(columnIndex),
readerMeta.isSymbolTableStatic(columnIndex),
readerMeta.getMetadata(columnIndex)
));
if (columnIndex == readerTimestampIndex) {
myMeta.setTimestampIndex(myMeta.getColumnCount() - 1);
}
}
// select timestamp when it is required but not already selected
if (readerTimestampIndex != -1 && myMeta.getTimestampIndex() == -1 && contextTimestampRequired) {
myMeta.add(new TableColumnMetadata(
readerMeta.getColumnName(readerTimestampIndex),
readerMeta.getColumnType(readerTimestampIndex),
readerMeta.getMetadata(readerTimestampIndex)
));
myMeta.setTimestampIndex(myMeta.getColumnCount() - 1);
columnIndexes.add(readerTimestampIndex);
columnSizes.add((Numbers.msb(ColumnType.TIMESTAMP)));
}
} else {
framingSupported = false;
}
} finally {
if (requiresTimestamp) {
executionContext.popTimestampRequiredFlag();
}
}
listColumnFilterA.clear();
final int latestByColumnCount = latestBy.size();
if (latestByColumnCount > 0) {
// validate latest by against current reader
// first check if column is valid
for (int i = 0; i < latestByColumnCount; i++) {
final int index = myMeta.getColumnIndexQuiet(latestBy.getQuick(i).token);
if (index == -1) {
throw SqlException.invalidColumn(latestBy.getQuick(i).position, latestBy.getQuick(i).token);
}
// we are reusing collections which leads to confusing naming for this method
// keyTypes are types of columns we collect 'latest by' for
keyTypes.add(myMeta.getColumnType(index));
// columnFilterA are indexes of columns we collect 'latest by' for
listColumnFilterA.add(index + 1);
}
}
final String tableName = reader.getTableName();
final ExpressionNode withinExtracted = whereClauseParser.extractWithin(
model,
model.getWhereClause(),
readerMeta,
functionParser,
executionContext,
prefixes
);
model.setWhereClause(withinExtracted);
if (withinExtracted != null) {
CharSequence preferredKeyColumn = null;
if (listColumnFilterA.size() == 1) {
final int latestByIndex = listColumnFilterA.getColumnIndexFactored(0);
if (ColumnType.isSymbol(myMeta.getColumnType(latestByIndex))) {
preferredKeyColumn = latestBy.getQuick(0).token;
}
}
final IntrinsicModel intrinsicModel = whereClauseParser.extract(
model,
withinExtracted,
readerMeta,
preferredKeyColumn,
readerTimestampIndex,
functionParser,
myMeta,
executionContext
);
// intrinsic parser can collapse where clause when removing parts it can replace
// need to make sure that filter is updated on the model in case it is processed up the call stack
//
// At this juncture filter can use used up by one of the implementations below.
// We will clear it preemptively. If nothing picks filter up we will set model "where"
// to the downsized filter
model.setWhereClause(null);
if (intrinsicModel.intrinsicValue == IntrinsicModel.FALSE) {
return new EmptyTableRecordCursorFactory(myMeta);
}
DataFrameCursorFactory dfcFactory;
if (latestByColumnCount > 0) {
Function f = compileFilter(intrinsicModel, myMeta, executionContext);
if (f != null && f.isConstant() && !f.getBool(null)) {
return new EmptyTableRecordCursorFactory(myMeta);
}
return generateLatestByQuery(
model,
reader,
myMeta,
tableName,
intrinsicModel,
f,
executionContext,
readerTimestampIndex,
columnIndexes,
prefixes
);
}
// below code block generates index-based filter
final boolean intervalHitsOnlyOnePartition;
if (intrinsicModel.hasIntervalFilters()) {
RuntimeIntrinsicIntervalModel intervalModel = intrinsicModel.buildIntervalModel();
dfcFactory = new IntervalFwdDataFrameCursorFactory(engine, tableName, model.getTableId(), model.getTableVersion(), intervalModel, readerTimestampIndex);
intervalHitsOnlyOnePartition = intervalModel.allIntervalsHitOnePartition(reader.getPartitionedBy());
} else {
dfcFactory = new FullFwdDataFrameCursorFactory(engine, tableName, model.getTableId(), model.getTableVersion());
intervalHitsOnlyOnePartition = false;
}
if (intrinsicModel.keyColumn != null) {
// existence of column would have been already validated
final int keyColumnIndex = reader.getMetadata().getColumnIndexQuiet(intrinsicModel.keyColumn);
final int nKeyValues = intrinsicModel.keyValues.size();
final int nKeyExcludedValues = intrinsicModel.keyExcludedValues.size();
if (intrinsicModel.keySubQuery != null) {
final RecordCursorFactory rcf = generate(intrinsicModel.keySubQuery, executionContext);
final Record.CharSequenceFunction func = validateSubQueryColumnAndGetGetter(intrinsicModel, rcf.getMetadata());
Function f = compileFilter(intrinsicModel, myMeta, executionContext);
if (f != null && f.isConstant() && !f.getBool(null)) {
return new EmptyTableRecordCursorFactory(myMeta);
}
return new FilterOnSubQueryRecordCursorFactory(
myMeta,
dfcFactory,
rcf,
keyColumnIndex,
f,
func,
columnIndexes
);
}
assert nKeyValues > 0 || nKeyExcludedValues > 0;
boolean orderByKeyColumn = false;
int indexDirection = BitmapIndexReader.DIR_FORWARD;
if (intervalHitsOnlyOnePartition) {
final ObjList orderByAdvice = model.getOrderByAdvice();
final int orderByAdviceSize = orderByAdvice.size();
if (orderByAdviceSize > 0 && orderByAdviceSize < 3) {
// todo: when order by coincides with keyColumn and there is index we can incorporate
// ordering in the code that returns rows from index rather than having an
// "overhead" order by implementation, which would be trying to oder already ordered symbols
if (Chars.equals(orderByAdvice.getQuick(0).token, intrinsicModel.keyColumn)) {
myMeta.setTimestampIndex(-1);
if (orderByAdviceSize == 1) {
orderByKeyColumn = true;
} else if (Chars.equals(orderByAdvice.getQuick(1).token, model.getTimestamp().token)) {
orderByKeyColumn = true;
if (getOrderByDirectionOrDefault(model, 1) == QueryModel.ORDER_DIRECTION_DESCENDING) {
indexDirection = BitmapIndexReader.DIR_BACKWARD;
}
}
}
}
}
if (intrinsicModel.keyExcludedValues.size() == 0) {
Function f = compileFilter(intrinsicModel, myMeta, executionContext);
if (f != null && f.isConstant()) {
try {
if (!f.getBool(null)) {
return new EmptyTableRecordCursorFactory(myMeta);
}
} finally {
f = Misc.free(f);
}
}
if (nKeyValues == 1) {
final RowCursorFactory rcf;
final CharSequence symbol = intrinsicModel.keyValues.get(0);
final int symbolKey = reader.getSymbolMapReader(keyColumnIndex).keyOf(symbol);
if (symbolKey == SymbolTable.VALUE_NOT_FOUND) {
if (f == null) {
rcf = new DeferredSymbolIndexRowCursorFactory(keyColumnIndex,
functionParser.createBindVariable(intrinsicModel.keyValuePositions.getQuick(0), symbol),
true,
indexDirection
);
} else {
rcf = new DeferredSymbolIndexFilteredRowCursorFactory(
keyColumnIndex,
functionParser.createBindVariable(intrinsicModel.keyValuePositions.getQuick(0), symbol),
f,
true,
indexDirection,
columnIndexes
);
}
} else {
if (f == null) {
rcf = new SymbolIndexRowCursorFactory(keyColumnIndex, symbolKey, true, indexDirection, null);
} else {
rcf = new SymbolIndexFilteredRowCursorFactory(keyColumnIndex, symbolKey, f, true, indexDirection, columnIndexes, null);
}
}
if (f == null) {
// This special case factory can later be disassembled to framing and index
// cursors in Sample By processing
return new DeferredSingleSymbolFilterDataFrameRecordCursorFactory(
keyColumnIndex,
symbol,
rcf,
myMeta,
dfcFactory,
orderByKeyColumn,
columnIndexes,
columnSizes
);
}
return new DataFrameRecordCursorFactory(
myMeta,
dfcFactory,
rcf,
orderByKeyColumn,
f,
false,
columnIndexes,
columnSizes
);
}
symbolValueList.clear();
for (int i = 0, n = intrinsicModel.keyValues.size(); i < n; i++) {
symbolValueList.add(functionParser.createBindVariable(intrinsicModel.keyValuePositions.getQuick(i), intrinsicModel.keyValues.get(i)));
}
if (orderByKeyColumn) {
myMeta.setTimestampIndex(-1);
}
return new FilterOnValuesRecordCursorFactory(
myMeta,
dfcFactory,
symbolValueList,
keyColumnIndex,
reader,
f,
model.getOrderByAdviceMnemonic(),
orderByKeyColumn,
getOrderByDirectionOrDefault(model, 0),
indexDirection,
columnIndexes
);
} else if (
intrinsicModel.keyExcludedValues.size() > 0
&& reader.getSymbolMapReader(keyColumnIndex).size() < configuration.getMaxSymbolNotEqualsCount()
) {
symbolValueList.clear();
for (int i = 0, n = intrinsicModel.keyExcludedValues.size(); i < n; i++) {
symbolValueList.add(functionParser.createBindVariable(intrinsicModel.keyExcludedValuePositions.getQuick(i), intrinsicModel.keyExcludedValues.get(i)));
}
Function f = compileFilter(intrinsicModel, myMeta, executionContext);
if (f != null && f.isConstant()) {
try {
if (!f.getBool(null)) {
return new EmptyTableRecordCursorFactory(myMeta);
}
} finally {
f = Misc.free(f);
}
}
return new FilterOnExcludedValuesRecordCursorFactory(
myMeta,
dfcFactory,
symbolValueList,
keyColumnIndex,
f,
model.getOrderByAdviceMnemonic(),
orderByKeyColumn,
indexDirection,
columnIndexes,
configuration.getMaxSymbolNotEqualsCount()
);
}
}
if (intervalHitsOnlyOnePartition && intrinsicModel.filter == null) {
final ObjList orderByAdvice = model.getOrderByAdvice();
final int orderByAdviceSize = orderByAdvice.size();
if (orderByAdviceSize > 0 && orderByAdviceSize < 3 && intrinsicModel.hasIntervalFilters()) {
// we can only deal with 'order by symbol, timestamp' at best
// skip this optimisation if order by is more extensive
final int columnIndex = myMeta.getColumnIndexQuiet(model.getOrderByAdvice().getQuick(0).token);
assert columnIndex > -1;
// this is our kind of column
if (myMeta.isColumnIndexed(columnIndex)) {
boolean orderByKeyColumn = false;
int indexDirection = BitmapIndexReader.DIR_FORWARD;
if (orderByAdviceSize == 1) {
orderByKeyColumn = true;
} else if (Chars.equals(orderByAdvice.getQuick(1).token, model.getTimestamp().token)) {
orderByKeyColumn = true;
if (getOrderByDirectionOrDefault(model, 1) == QueryModel.ORDER_DIRECTION_DESCENDING) {
indexDirection = BitmapIndexReader.DIR_BACKWARD;
}
}
if (orderByKeyColumn) {
// check that intrinsicModel.intervals hit only one partition
myMeta.setTimestampIndex(-1);
return new SortedSymbolIndexRecordCursorFactory(
myMeta,
dfcFactory,
columnIndex,
getOrderByDirectionOrDefault(model, 0) == QueryModel.ORDER_DIRECTION_ASCENDING,
indexDirection,
columnIndexes
);
}
}
}
}
model.setWhereClause(intrinsicModel.filter);
return new DataFrameRecordCursorFactory(myMeta, dfcFactory, new DataFrameRowCursorFactory(), false, null, framingSupported, columnIndexes, columnSizes);
}
// no where clause
if (latestByColumnCount == 0) {
// construct new metadata, which is a copy of what we constructed just above, but
// in the interest of isolating problems we will only affect this factory
return new TableReaderRecordCursorFactory(
myMeta,
engine,
tableName,
model.getTableId(),
model.getTableVersion(),
columnIndexes,
columnSizes,
framingSupported
);
}
if (latestByColumnCount == 1 && myMeta.isColumnIndexed(listColumnFilterA.getColumnIndexFactored(0))) {
return new LatestByAllIndexedFilteredRecordCursorFactory(
configuration,
myMeta,
new FullBwdDataFrameCursorFactory(engine, tableName, model.getTableId(), model.getTableVersion()),
listColumnFilterA.getColumnIndexFactored(0),
null,
columnIndexes,
prefixes
);
}
return new LatestByAllFilteredRecordCursorFactory(
myMeta,
configuration,
new FullBwdDataFrameCursorFactory(engine, tableName, model.getTableId(), model.getTableVersion()),
RecordSinkFactory.getInstance(asm, myMeta, listColumnFilterA, false),
keyTypes,
null,
columnIndexes
);
}
}
private RecordCursorFactory generateUnionAllFactory(
QueryModel model,
RecordCursorFactory masterFactory,
SqlExecutionContext executionContext,
RecordCursorFactory slaveFactory
) throws SqlException {
validateJoinColumnTypes(model, masterFactory, slaveFactory);
final RecordCursorFactory unionAllFactory = new UnionAllRecordCursorFactory(
calculateSetMetadata(masterFactory.getMetadata()),
masterFactory,
slaveFactory
);
if (model.getUnionModel().getUnionModel() != null) {
return generateSetFactory(model.getUnionModel(), unionAllFactory, executionContext);
}
return unionAllFactory;
}
private RecordCursorFactory generateUnionFactory(
QueryModel model,
RecordCursorFactory masterFactory,
SqlExecutionContext executionContext,
RecordCursorFactory slaveFactory,
SetRecordCursorFactoryConstructor constructor
) throws SqlException {
validateJoinColumnTypes(model, masterFactory, slaveFactory);
entityColumnFilter.of(masterFactory.getMetadata().getColumnCount());
final RecordSink recordSink = RecordSinkFactory.getInstance(
asm,
masterFactory.getMetadata(),
entityColumnFilter,
true
);
valueTypes.clear();
RecordCursorFactory unionFactory = constructor.create(
configuration,
calculateSetMetadata(masterFactory.getMetadata()),
masterFactory,
slaveFactory,
recordSink,
valueTypes
);
if (model.getUnionModel().getUnionModel() != null) {
return generateSetFactory(model.getUnionModel(), unionFactory, executionContext);
}
return unionFactory;
}
private int getTimestampIndex(QueryModel model, RecordCursorFactory factory) throws SqlException {
final RecordMetadata metadata = factory.getMetadata();
try {
return getTimestampIndex(model, metadata);
} catch (SqlException e) {
Misc.free(factory);
throw e;
}
}
private int getTimestampIndex(QueryModel model, RecordMetadata metadata) throws SqlException {
final ExpressionNode timestamp = model.getTimestamp();
if (timestamp != null) {
int timestampIndex = metadata.getColumnIndexQuiet(timestamp.token);
if (timestampIndex == -1) {
throw SqlException.invalidColumn(timestamp.position, timestamp.token);
}
if (!ColumnType.isTimestamp(metadata.getColumnType(timestampIndex))) {
throw SqlException.$(timestamp.position, "not a TIMESTAMP");
}
return timestampIndex;
}
return metadata.getTimestampIndex();
}
private boolean isSingleColumnFunction(ExpressionNode ast, CharSequence name) {
return ast.type == FUNCTION && ast.paramCount == 1 && Chars.equals(ast.token, name) && ast.rhs.type == LITERAL;
}
private void lookupColumnIndexes(
ListColumnFilter filter,
ObjList columnNames,
RecordMetadata metadata
) throws SqlException {
filter.clear();
for (int i = 0, n = columnNames.size(); i < n; i++) {
final CharSequence columnName = columnNames.getQuick(i).token;
int columnIndex = metadata.getColumnIndexQuiet(columnName);
if (columnIndex > -1) {
filter.add(columnIndex + 1);
} else {
int dot = Chars.indexOf(columnName, '.');
if (dot > -1) {
columnIndex = metadata.getColumnIndexQuiet(columnName, dot + 1, columnName.length());
if (columnIndex > -1) {
filter.add(columnIndex + 1);
return;
}
}
throw SqlException.invalidColumn(columnNames.getQuick(i).position, columnName);
}
}
}
private void lookupColumnIndexesUsingVanillaNames(
ListColumnFilter filter,
ObjList columnNames,
RecordMetadata metadata
) {
filter.clear();
for (int i = 0, n = columnNames.size(); i < n; i++) {
filter.add(metadata.getColumnIndex(columnNames.getQuick(i)) + 1);
}
}
private void processJoinContext(
boolean vanillaMaster,
JoinContext jc,
RecordMetadata masterMetadata,
RecordMetadata slaveMetadata
) throws SqlException {
lookupColumnIndexesUsingVanillaNames(listColumnFilterA, jc.aNames, slaveMetadata);
if (vanillaMaster) {
lookupColumnIndexesUsingVanillaNames(listColumnFilterB, jc.bNames, masterMetadata);
} else {
lookupColumnIndexes(listColumnFilterB, jc.bNodes, masterMetadata);
}
// compare types and populate keyTypes
keyTypes.clear();
for (int k = 0, m = listColumnFilterA.getColumnCount(); k < m; k++) {
// Don't use tagOf(columnType) to compare the types.
// Key types have to much exactly except SYMBOL and STRING special case
int columnTypeA = slaveMetadata.getColumnType(listColumnFilterA.getColumnIndexFactored(k));
int columnTypeB = masterMetadata.getColumnType(listColumnFilterB.getColumnIndexFactored(k));
if (columnTypeB != columnTypeA && !(ColumnType.isSymbolOrString(columnTypeB) && ColumnType.isSymbolOrString(columnTypeA))) {
// index in column filter and join context is the same
throw SqlException.$(jc.aNodes.getQuick(k).position, "join column type mismatch");
}
keyTypes.add(columnTypeB == ColumnType.SYMBOL ? ColumnType.STRING : columnTypeB);
}
}
void setFullFatJoins(boolean fullFatJoins) {
this.fullFatJoins = fullFatJoins;
}
private IntList toOrderIndices(RecordMetadata m, ObjList orderBy, IntList orderByDirection) throws SqlException {
// todo: pool
final IntList indices = new IntList();
for (int i = 0, n = orderBy.size(); i < n; i++) {
ExpressionNode tok = orderBy.getQuick(i);
int index = m.getColumnIndexQuiet(tok.token);
if (index == -1) {
throw SqlException.invalidColumn(tok.position, tok.token);
}
// shift index by 1 to use sign as sort direction
index++;
// negative column index means descending order of sort
if (orderByDirection.getQuick(i) == QueryModel.ORDER_DIRECTION_DESCENDING) {
index = -index;
}
indices.add(index);
}
return indices;
}
private void validateBothTimestamps(QueryModel slaveModel, RecordMetadata masterMetadata, RecordMetadata slaveMetadata) throws SqlException {
if (masterMetadata.getTimestampIndex() == -1) {
throw SqlException.$(slaveModel.getJoinKeywordPosition(), "left side of time series join has no timestamp");
}
if (slaveMetadata.getTimestampIndex() == -1) {
throw SqlException.$(slaveModel.getJoinKeywordPosition(), "right side of time series join has no timestamp");
}
}
private void validateJoinColumnTypes(QueryModel model, RecordCursorFactory masterFactory, RecordCursorFactory slaveFactory) throws SqlException {
final RecordMetadata metadata = masterFactory.getMetadata();
final RecordMetadata slaveMetadata = slaveFactory.getMetadata();
final int columnCount = metadata.getColumnCount();
for (int i = 0; i < columnCount; i++) {
if (metadata.getColumnType(i) != slaveMetadata.getColumnType(i)) {
throw SqlException
.$(model.getUnionModel().getModelPosition(), "column type mismatch [index=").put(i)
.put(", A=").put(ColumnType.nameOf(metadata.getColumnType(i)))
.put(", B=").put(ColumnType.nameOf(slaveMetadata.getColumnType(i)))
.put(']');
}
}
}
private Record.CharSequenceFunction validateSubQueryColumnAndGetGetter(IntrinsicModel intrinsicModel, RecordMetadata metadata) throws SqlException {
int columnType = metadata.getColumnType(0);
if (!ColumnType.isSymbolOrString(columnType)) {
assert intrinsicModel.keySubQuery.getColumns() != null;
assert intrinsicModel.keySubQuery.getColumns().size() > 0;
throw SqlException
.position(intrinsicModel.keySubQuery.getColumns().getQuick(0).getAst().position)
.put("unsupported column type: ")
.put(metadata.getColumnName(0))
.put(": ")
.put(ColumnType.nameOf(columnType));
}
return ColumnType.isString(columnType) ? Record.GET_STR : Record.GET_SYM;
}
@FunctionalInterface
public interface FullFatJoinGenerator {
RecordCursorFactory create(
CairoConfiguration configuration,
RecordMetadata metadata,
RecordCursorFactory masterFactory,
RecordCursorFactory slaveFactory,
@Transient ColumnTypes mapKeyTypes,
@Transient ColumnTypes mapValueTypes,
@Transient ColumnTypes slaveColumnTypes,
RecordSink masterKeySink,
RecordSink slaveKeySink,
int columnSplit,
RecordValueSink slaveValueSink,
IntList columnIndex
);
}
static {
limitTypes.add(ColumnType.LONG);
limitTypes.add(ColumnType.BYTE);
limitTypes.add(ColumnType.SHORT);
limitTypes.add(ColumnType.INT);
}
static {
limitTypes.add(ColumnType.LONG);
limitTypes.add(ColumnType.BYTE);
limitTypes.add(ColumnType.SHORT);
limitTypes.add(ColumnType.INT);
}
static {
sumConstructors.put(ColumnType.DOUBLE, SumDoubleVectorAggregateFunction::new);
sumConstructors.put(ColumnType.INT, SumIntVectorAggregateFunction::new);
sumConstructors.put(ColumnType.LONG, SumLongVectorAggregateFunction::new);
sumConstructors.put(ColumnType.DATE, SumDateVectorAggregateFunction::new);
sumConstructors.put(ColumnType.TIMESTAMP, SumTimestampVectorAggregateFunction::new);
ksumConstructors.put(ColumnType.DOUBLE, KSumDoubleVectorAggregateFunction::new);
nsumConstructors.put(ColumnType.DOUBLE, NSumDoubleVectorAggregateFunction::new);
avgConstructors.put(ColumnType.DOUBLE, AvgDoubleVectorAggregateFunction::new);
avgConstructors.put(ColumnType.LONG, AvgLongVectorAggregateFunction::new);
avgConstructors.put(ColumnType.TIMESTAMP, AvgLongVectorAggregateFunction::new);
avgConstructors.put(ColumnType.DATE, AvgLongVectorAggregateFunction::new);
avgConstructors.put(ColumnType.INT, AvgIntVectorAggregateFunction::new);
minConstructors.put(ColumnType.DOUBLE, MinDoubleVectorAggregateFunction::new);
minConstructors.put(ColumnType.LONG, MinLongVectorAggregateFunction::new);
minConstructors.put(ColumnType.DATE, MinDateVectorAggregateFunction::new);
minConstructors.put(ColumnType.TIMESTAMP, MinTimestampVectorAggregateFunction::new);
minConstructors.put(ColumnType.INT, MinIntVectorAggregateFunction::new);
maxConstructors.put(ColumnType.DOUBLE, MaxDoubleVectorAggregateFunction::new);
maxConstructors.put(ColumnType.LONG, MaxLongVectorAggregateFunction::new);
maxConstructors.put(ColumnType.DATE, MaxDateVectorAggregateFunction::new);
maxConstructors.put(ColumnType.TIMESTAMP, MaxTimestampVectorAggregateFunction::new);
maxConstructors.put(ColumnType.INT, MaxIntVectorAggregateFunction::new);
}
}
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