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+/**
+ * Copyright (C) 2018-present MongoDB, Inc.
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the Server Side Public License, version 1,
+ * as published by MongoDB, Inc.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * Server Side Public License for more details.
+ *
+ * You should have received a copy of the Server Side Public License
+ * along with this program. If not, see
+ * <http://www.mongodb.com/licensing/server-side-public-license>.
+ *
+ * As a special exception, the copyright holders give permission to link the
+ * code of portions of this program with the OpenSSL library under certain
+ * conditions as described in each individual source file and distribute
+ * linked combinations including the program with the OpenSSL library. You
+ * must comply with the Server Side Public License in all respects for
+ * all of the code used other than as permitted herein. If you modify file(s)
+ * with this exception, you may extend this exception to your version of the
+ * file(s), but you are not obligated to do so. If you do not wish to do so,
+ * delete this exception statement from your version. If you delete this
+ * exception statement from all source files in the program, then also delete
+ * it in the license file.
+ */
+
+#include "mongo/platform/basic.h"
+
+#include <memory>
+
+#include "mongo/db/exec/document_value/document.h"
+#include "mongo/db/exec/document_value/value.h"
+#include "mongo/db/exec/document_value/value_comparator.h"
+#include "mongo/db/pipeline/accumulation_statement.h"
+#include "mongo/db/pipeline/accumulator.h"
+#include "mongo/db/pipeline/document_source_group.h"
+#include "mongo/db/pipeline/document_source_group_base.h"
+#include "mongo/db/pipeline/expression.h"
+#include "mongo/db/pipeline/expression_context.h"
+#include "mongo/db/pipeline/lite_parsed_document_source.h"
+#include "mongo/db/stats/resource_consumption_metrics.h"
+#include "mongo/util/destructor_guard.h"
+
+namespace mongo {
+
+namespace {
+
+/**
+ * Generates a new file name on each call using a static, atomic and monotonically increasing
+ * number.
+ *
+ * Each user of the Sorter must implement this function to ensure that all temporary files that the
+ * Sorter instances produce are uniquely identified using a unique file name extension with separate
+ * atomic variable. This is necessary because the sorter.cpp code is separately included in multiple
+ * places, rather than compiled in one place and linked, and so cannot provide a globally unique ID.
+ */
+std::string nextFileName() {
+ static AtomicWord<unsigned> documentSourceGroupFileCounter;
+ return "extsort-doc-group." + std::to_string(documentSourceGroupFileCounter.fetchAndAdd(1));
+}
+
+} // namespace
+
+using boost::intrusive_ptr;
+using std::pair;
+using std::shared_ptr;
+using std::vector;
+
+Value DocumentSourceGroupBase::serialize(boost::optional<ExplainOptions::Verbosity> explain) const {
+ MutableDocument insides;
+
+ // Add the _id.
+ if (_idFieldNames.empty()) {
+ invariant(_idExpressions.size() == 1);
+ insides["_id"] = _idExpressions[0]->serialize(static_cast<bool>(explain));
+ } else {
+ // Decomposed document case.
+ invariant(_idExpressions.size() == _idFieldNames.size());
+ MutableDocument md;
+ for (size_t i = 0; i < _idExpressions.size(); i++) {
+ md[_idFieldNames[i]] = _idExpressions[i]->serialize(static_cast<bool>(explain));
+ }
+ insides["_id"] = md.freezeToValue();
+ }
+
+ // Add the remaining fields.
+ for (auto&& accumulatedField : _accumulatedFields) {
+ intrusive_ptr<AccumulatorState> accum = accumulatedField.makeAccumulator();
+ insides[accumulatedField.fieldName] =
+ Value(accum->serialize(accumulatedField.expr.initializer,
+ accumulatedField.expr.argument,
+ static_cast<bool>(explain)));
+ }
+
+ if (_doingMerge) {
+ insides["$doingMerge"] = Value(true);
+ }
+
+ serializeAdditionalFields(insides, explain);
+
+ MutableDocument out;
+ out[getSourceName()] = insides.freezeToValue();
+
+ if (explain && *explain >= ExplainOptions::Verbosity::kExecStats) {
+ MutableDocument md;
+
+ for (size_t i = 0; i < _accumulatedFields.size(); i++) {
+ md[_accumulatedFields[i].fieldName] = Value(static_cast<long long>(
+ _memoryTracker[_accumulatedFields[i].fieldName].maxMemoryBytes()));
+ }
+
+ out["maxAccumulatorMemoryUsageBytes"] = Value(md.freezeToValue());
+ out["totalOutputDataSizeBytes"] =
+ Value(static_cast<long long>(_stats.totalOutputDataSizeBytes));
+ out["usedDisk"] = Value(_stats.spills > 0);
+ out["spills"] = Value(static_cast<long long>(_stats.spills));
+ }
+
+ return out.freezeToValue();
+}
+
+
+bool DocumentSourceGroupBase::shouldSpillWithAttemptToSaveMemory() {
+ if (!_memoryTracker._allowDiskUse &&
+ (_memoryTracker.currentMemoryBytes() >
+ static_cast<long long>(_memoryTracker._maxAllowedMemoryUsageBytes))) {
+ freeMemory();
+ }
+
+ if (_memoryTracker.currentMemoryBytes() >
+ static_cast<long long>(_memoryTracker._maxAllowedMemoryUsageBytes)) {
+ uassert(ErrorCodes::QueryExceededMemoryLimitNoDiskUseAllowed,
+ "Exceeded memory limit for $group, but didn't allow external sort."
+ " Pass allowDiskUse:true to opt in.",
+ _memoryTracker._allowDiskUse);
+ _memoryTracker.resetCurrent();
+ return true;
+ }
+ return false;
+}
+
+void DocumentSourceGroupBase::freeMemory() {
+ invariant(_groups);
+ for (auto&& group : *_groups) {
+ for (size_t i = 0; i < group.second.size(); i++) {
+ // Subtract the current usage.
+ _memoryTracker.update(_accumulatedFields[i].fieldName,
+ -1 * group.second[i]->getMemUsage());
+
+ group.second[i]->reduceMemoryConsumptionIfAble();
+
+ // Update the memory usage for this AccumulationStatement.
+ _memoryTracker.update(_accumulatedFields[i].fieldName, group.second[i]->getMemUsage());
+ }
+ }
+}
+
+DocumentSource::GetNextResult DocumentSourceGroupBase::getNextReadyGroup() {
+ if (_spilled) {
+ return getNextSpilled();
+ } else {
+ return getNextStandard();
+ }
+}
+
+DocumentSource::GetNextResult DocumentSourceGroupBase::getNextSpilled() {
+ // We aren't streaming, and we have spilled to disk.
+ if (!_sorterIterator)
+ return GetNextResult::makeEOF();
+
+ Value currentId = _firstPartOfNextGroup.first;
+ const size_t numAccumulators = _accumulatedFields.size();
+
+ // Call startNewGroup on every accumulator.
+ Value expandedId = expandId(currentId);
+ Document idDoc =
+ expandedId.getType() == BSONType::Object ? expandedId.getDocument() : Document();
+ for (size_t i = 0; i < numAccumulators; ++i) {
+ Value initializerValue =
+ _accumulatedFields[i].expr.initializer->evaluate(idDoc, &pExpCtx->variables);
+ _currentAccumulators[i]->reset();
+ _currentAccumulators[i]->startNewGroup(initializerValue);
+ }
+
+ while (pExpCtx->getValueComparator().evaluate(currentId == _firstPartOfNextGroup.first)) {
+ // Inside of this loop, _firstPartOfNextGroup is the current data being processed.
+ // At loop exit, it is the first value to be processed in the next group.
+ switch (numAccumulators) { // mirrors switch in spill()
+ case 1: // Single accumulators serialize as a single Value.
+ _currentAccumulators[0]->process(_firstPartOfNextGroup.second, true);
+ [[fallthrough]];
+ case 0: // No accumulators so no Values.
+ break;
+ default: { // Multiple accumulators serialize as an array of Values.
+ const vector<Value>& accumulatorStates = _firstPartOfNextGroup.second.getArray();
+ for (size_t i = 0; i < numAccumulators; i++) {
+ _currentAccumulators[i]->process(accumulatorStates[i], true);
+ }
+ }
+ }
+
+ if (!_sorterIterator->more()) {
+ _sorterIterator.reset();
+ break;
+ }
+
+ _firstPartOfNextGroup = _sorterIterator->next();
+ }
+
+ return makeDocument(currentId, _currentAccumulators, pExpCtx->needsMerge);
+}
+
+DocumentSource::GetNextResult DocumentSourceGroupBase::getNextStandard() {
+ // Not spilled, and not streaming.
+ if (_groupsIterator == _groups->end())
+ return GetNextResult::makeEOF();
+
+ Document out =
+ makeDocument(_groupsIterator->first, _groupsIterator->second, pExpCtx->needsMerge);
+ ++_groupsIterator;
+ return out;
+}
+
+void DocumentSourceGroupBase::doDispose() {
+ resetReadyGroups();
+}
+
+intrusive_ptr<DocumentSource> DocumentSourceGroupBase::optimize() {
+ // Optimizing a 'DocumentSourceGroupBase' might modify its expressions to become incompatible
+ // with SBE. We temporarily highjack the context's 'sbeCompatible' flag to communicate the
+ // situation back to the 'DocumentSourceGroupBase'. Notice, that while a particular
+ // 'DocumentSourceGroupBase' might become incompatible with SBE, other groups in the pipeline
+ // and the collection access could be still eligible for lowering to SBE, thus we must reset the
+ // context's 'sbeCompatible' flag back to its original value at the end of the 'optimize()'
+ // call.
+ //
+ // TODO SERVER-XXXXX: replace this hack with a proper per-stage tracking of SBE compatibility.
+ auto expCtx = _idExpressions[0]->getExpressionContext();
+ auto orgSbeCompatible = expCtx->sbeCompatible;
+ expCtx->sbeCompatible = true;
+
+ // TODO: If all _idExpressions are ExpressionConstants after optimization, then we know there
+ // will be only one group. We should take advantage of that to avoid going through the hash
+ // table.
+ for (size_t i = 0; i < _idExpressions.size(); i++) {
+ _idExpressions[i] = _idExpressions[i]->optimize();
+ }
+
+ for (auto&& accumulatedField : _accumulatedFields) {
+ accumulatedField.expr.initializer = accumulatedField.expr.initializer->optimize();
+ accumulatedField.expr.argument = accumulatedField.expr.argument->optimize();
+ }
+
+ _sbeCompatible = _sbeCompatible && expCtx->sbeCompatible;
+ expCtx->sbeCompatible = orgSbeCompatible;
+
+ return this;
+}
+
+DepsTracker::State DocumentSourceGroupBase::getDependencies(DepsTracker* deps) const {
+ // add the _id
+ for (size_t i = 0; i < _idExpressions.size(); i++) {
+ _idExpressions[i]->addDependencies(deps);
+ }
+
+ // add the rest
+ for (auto&& accumulatedField : _accumulatedFields) {
+ accumulatedField.expr.argument->addDependencies(deps);
+ // Don't add initializer, because it doesn't refer to docs from the input stream.
+ }
+
+ return DepsTracker::State::EXHAUSTIVE_ALL;
+}
+
+DocumentSource::GetModPathsReturn DocumentSourceGroupBase::getModifiedPaths() const {
+ // We preserve none of the fields, but any fields referenced as part of the group key are
+ // logically just renamed.
+ StringMap<std::string> renames;
+ for (std::size_t i = 0; i < _idExpressions.size(); ++i) {
+ auto idExp = _idExpressions[i];
+ auto pathToPutResultOfExpression =
+ _idFieldNames.empty() ? "_id" : "_id." + _idFieldNames[i];
+ auto computedPaths = idExp->getComputedPaths(pathToPutResultOfExpression);
+ for (auto&& rename : computedPaths.renames) {
+ renames[rename.first] = rename.second;
+ }
+ }
+
+ return {DocumentSource::GetModPathsReturn::Type::kAllExcept,
+ OrderedPathSet{}, // No fields are preserved.
+ std::move(renames)};
+}
+
+StringMap<boost::intrusive_ptr<Expression>> DocumentSourceGroupBase::getIdFields() const {
+ if (_idFieldNames.empty()) {
+ invariant(_idExpressions.size() == 1);
+ return {{"_id", _idExpressions[0]}};
+ } else {
+ invariant(_idFieldNames.size() == _idExpressions.size());
+ StringMap<boost::intrusive_ptr<Expression>> result;
+ for (std::size_t i = 0; i < _idFieldNames.size(); ++i) {
+ result["_id." + _idFieldNames[i]] = _idExpressions[i];
+ }
+ return result;
+ }
+}
+
+std::vector<boost::intrusive_ptr<Expression>>& DocumentSourceGroupBase::getMutableIdFields() {
+ tassert(7020503, "Can't mutate _id fields after initialization", !_executionStarted);
+ return _idExpressions;
+}
+
+const std::vector<AccumulationStatement>& DocumentSourceGroupBase::getAccumulatedFields() const {
+ return _accumulatedFields;
+}
+
+std::vector<AccumulationStatement>& DocumentSourceGroupBase::getMutableAccumulatedFields() {
+ tassert(7020504, "Can't mutate accumulated fields after initialization", !_executionStarted);
+ return _accumulatedFields;
+}
+
+DocumentSourceGroupBase::DocumentSourceGroupBase(StringData stageName,
+ const intrusive_ptr<ExpressionContext>& expCtx,
+ boost::optional<size_t> maxMemoryUsageBytes)
+ : DocumentSource(stageName, expCtx),
+ _doingMerge(false),
+ _memoryTracker{expCtx->allowDiskUse && !expCtx->inMongos,
+ maxMemoryUsageBytes
+ ? *maxMemoryUsageBytes
+ : static_cast<size_t>(internalDocumentSourceGroupMaxMemoryBytes.load())},
+ _executionStarted(false),
+ _groups(expCtx->getValueComparator().makeUnorderedValueMap<Accumulators>()),
+ _spilled(false),
+ _sbeCompatible(false) {}
+
+void DocumentSourceGroupBase::addAccumulator(AccumulationStatement accumulationStatement) {
+ _accumulatedFields.push_back(accumulationStatement);
+ _memoryTracker.set(accumulationStatement.fieldName, 0);
+}
+
+namespace {
+
+intrusive_ptr<Expression> parseIdExpression(const intrusive_ptr<ExpressionContext>& expCtx,
+ BSONElement groupField,
+ const VariablesParseState& vps) {
+ if (groupField.type() == Object) {
+ // {_id: {}} is treated as grouping on a constant, not an expression
+ if (groupField.Obj().isEmpty()) {
+ return ExpressionConstant::create(expCtx.get(), Value(groupField));
+ }
+
+ const BSONObj idKeyObj = groupField.Obj();
+ if (idKeyObj.firstElementFieldName()[0] == '$') {
+ // grouping on a $op expression
+ return Expression::parseObject(expCtx.get(), idKeyObj, vps);
+ } else {
+ for (auto&& field : idKeyObj) {
+ uassert(17390,
+ "$group does not support inclusion-style expressions",
+ !field.isNumber() && field.type() != Bool);
+ }
+ return ExpressionObject::parse(expCtx.get(), idKeyObj, vps);
+ }
+ } else {
+ return Expression::parseOperand(expCtx.get(), groupField, vps);
+ }
+}
+
+} // namespace
+
+void DocumentSourceGroupBase::setIdExpression(const boost::intrusive_ptr<Expression> idExpression) {
+ if (auto object = dynamic_cast<ExpressionObject*>(idExpression.get())) {
+ auto& childExpressions = object->getChildExpressions();
+ invariant(!childExpressions.empty()); // We expect to have converted an empty object into a
+ // constant expression.
+
+ // grouping on an "artificial" object. Rather than create the object for each input
+ // in initialize(), instead group on the output of the raw expressions. The artificial
+ // object will be created at the end in makeDocument() while outputting results.
+ for (auto&& childExpPair : childExpressions) {
+ _idFieldNames.push_back(childExpPair.first);
+ _idExpressions.push_back(childExpPair.second);
+ }
+ } else {
+ _idExpressions.push_back(idExpression);
+ }
+}
+
+boost::intrusive_ptr<Expression> DocumentSourceGroupBase::getIdExpression() const {
+ // _idFieldNames is empty and _idExpressions has one element when the _id expression is not an
+ // object expression.
+ if (_idFieldNames.empty() && _idExpressions.size() == 1) {
+ return _idExpressions[0];
+ }
+
+ tassert(6586300,
+ "Field and its expression must be always paired in ExpressionObject",
+ _idFieldNames.size() > 0 && _idFieldNames.size() == _idExpressions.size());
+
+ // Each expression in '_idExpressions' may have been optimized and so, compose the object _id
+ // expression out of the optimized expressions.
+ std::vector<std::pair<std::string, boost::intrusive_ptr<Expression>>> fieldsAndExprs;
+ for (size_t i = 0; i < _idExpressions.size(); ++i) {
+ fieldsAndExprs.emplace_back(_idFieldNames[i], _idExpressions[i]);
+ }
+
+ return ExpressionObject::create(_idExpressions[0]->getExpressionContext(),
+ std::move(fieldsAndExprs));
+}
+
+void DocumentSourceGroupBase::initializeFromBson(BSONElement elem) {
+ uassert(15947, "a group's fields must be specified in an object", elem.type() == Object);
+
+ BSONObj groupObj(elem.Obj());
+ BSONObjIterator groupIterator(groupObj);
+ VariablesParseState vps = pExpCtx->variablesParseState;
+ pExpCtx->sbeGroupCompatible = true;
+ while (groupIterator.more()) {
+ BSONElement groupField(groupIterator.next());
+ StringData pFieldName = groupField.fieldNameStringData();
+ if (pFieldName == "_id") {
+ uassert(15948, "a group's _id may only be specified once", _idExpressions.empty());
+ setIdExpression(parseIdExpression(pExpCtx, groupField, vps));
+ invariant(!_idExpressions.empty());
+ } else if (pFieldName == "$doingMerge") {
+ massert(17030, "$doingMerge should be true if present", groupField.Bool());
+
+ setDoingMerge(true);
+ } else if (isSpecFieldReserved(pFieldName)) {
+ // No-op: field is used by the derived class.
+ } else {
+ // Any other field will be treated as an accumulator specification.
+ addAccumulator(
+ AccumulationStatement::parseAccumulationStatement(pExpCtx.get(), groupField, vps));
+ }
+ }
+ _sbeCompatible = pExpCtx->sbeGroupCompatible && pExpCtx->sbeCompatible;
+
+ uassert(15955, "a group specification must include an _id", !_idExpressions.empty());
+}
+
+namespace {
+
+using GroupsMap = DocumentSourceGroupBase::GroupsMap;
+
+class SorterComparator {
+public:
+ typedef pair<Value, Value> Data;
+
+ SorterComparator(ValueComparator valueComparator) : _valueComparator(valueComparator) {}
+
+ int operator()(const Data& lhs, const Data& rhs) const {
+ return _valueComparator.compare(lhs.first, rhs.first);
+ }
+
+private:
+ ValueComparator _valueComparator;
+};
+
+class SpillSTLComparator {
+public:
+ SpillSTLComparator(ValueComparator valueComparator) : _valueComparator(valueComparator) {}
+
+ bool operator()(const GroupsMap::value_type* lhs, const GroupsMap::value_type* rhs) const {
+ return _valueComparator.evaluate(lhs->first < rhs->first);
+ }
+
+private:
+ ValueComparator _valueComparator;
+};
+} // namespace
+
+void DocumentSourceGroupBase::processDocument(const Value& id, const Document& root) {
+ const size_t numAccumulators = _accumulatedFields.size();
+
+ // Look for the _id value in the map. If it's not there, add a new entry with a blank
+ // accumulator. This is done in a somewhat odd way in order to avoid hashing 'id' and
+ // looking it up in '_groups' multiple times.
+ const size_t oldSize = _groups->size();
+ vector<intrusive_ptr<AccumulatorState>>& group = (*_groups)[id];
+ const bool inserted = _groups->size() != oldSize;
+
+ if (inserted) {
+ _memoryTracker.set(_memoryTracker.currentMemoryBytes() + id.getApproximateSize());
+
+ // Initialize and add the accumulators
+ Value expandedId = expandId(id);
+ Document idDoc =
+ expandedId.getType() == BSONType::Object ? expandedId.getDocument() : Document();
+ group.reserve(numAccumulators);
+ for (auto&& accumulatedField : _accumulatedFields) {
+ auto accum = accumulatedField.makeAccumulator();
+ Value initializerValue =
+ accumulatedField.expr.initializer->evaluate(idDoc, &pExpCtx->variables);
+ accum->startNewGroup(initializerValue);
+ group.push_back(accum);
+ }
+ }
+
+ /* tickle all the accumulators for the group we found */
+ dassert(numAccumulators == group.size());
+
+ for (size_t i = 0; i < numAccumulators; i++) {
+ // Only process the input and update the memory footprint if the current accumulator
+ // needs more input.
+ if (group[i]->needsInput()) {
+ const auto prevMemUsage = inserted ? 0 : group[i]->getMemUsage();
+ group[i]->process(
+ _accumulatedFields[i].expr.argument->evaluate(root, &pExpCtx->variables),
+ _doingMerge);
+ _memoryTracker.update(_accumulatedFields[i].fieldName,
+ group[i]->getMemUsage() - prevMemUsage);
+ }
+ }
+
+ if (kDebugBuild && !storageGlobalParams.readOnly) {
+ // In debug mode, spill every time we have a duplicate id to stress merge logic.
+ if (!inserted && // is a dup
+ !pExpCtx->inMongos && // can't spill to disk in mongos
+ !_memoryTracker._allowDiskUse && // don't change behavior when testing external sort
+ _sortedFiles.size() < 20) { // don't open too many FDs
+ spill();
+ }
+ }
+}
+
+void DocumentSourceGroupBase::readyGroups() {
+ _spilled = !_sortedFiles.empty();
+ if (_spilled) {
+ if (!_groups->empty()) {
+ spill();
+ }
+
+ _groups = pExpCtx->getValueComparator().makeUnorderedValueMap<Accumulators>();
+
+ _sorterIterator.reset(Sorter<Value, Value>::Iterator::merge(
+ _sortedFiles, SortOptions(), SorterComparator(pExpCtx->getValueComparator())));
+
+ // prepare current to accumulate data
+ _currentAccumulators.reserve(_accumulatedFields.size());
+ for (auto&& accumulatedField : _accumulatedFields) {
+ _currentAccumulators.push_back(accumulatedField.makeAccumulator());
+ }
+
+ verify(_sorterIterator->more()); // we put data in, we should get something out.
+ _firstPartOfNextGroup = _sorterIterator->next();
+ } else {
+ // start the group iterator
+ _groupsIterator = _groups->begin();
+ }
+}
+
+void DocumentSourceGroupBase::resetReadyGroups() {
+ // Free our resources.
+ _groups = pExpCtx->getValueComparator().makeUnorderedValueMap<Accumulators>();
+ _memoryTracker.resetCurrent();
+ _sorterIterator.reset();
+ _sortedFiles.clear();
+
+ // Make us look done.
+ _groupsIterator = _groups->end();
+}
+
+void DocumentSourceGroupBase::spill() {
+ _stats.spills++;
+
+ vector<const GroupsMap::value_type*> ptrs; // using pointers to speed sorting
+ ptrs.reserve(_groups->size());
+ for (GroupsMap::const_iterator it = _groups->begin(), end = _groups->end(); it != end; ++it) {
+ ptrs.push_back(&*it);
+ }
+
+ stable_sort(ptrs.begin(), ptrs.end(), SpillSTLComparator(pExpCtx->getValueComparator()));
+
+ // Initialize '_file' in a lazy manner only when it is needed.
+ if (!_file) {
+ _file =
+ std::make_shared<Sorter<Value, Value>::File>(pExpCtx->tempDir + "/" + nextFileName());
+ }
+ SortedFileWriter<Value, Value> writer(SortOptions().TempDir(pExpCtx->tempDir), _file);
+ switch (_accumulatedFields.size()) { // same as ptrs[i]->second.size() for all i.
+ case 0: // no values, essentially a distinct
+ for (size_t i = 0; i < ptrs.size(); i++) {
+ writer.addAlreadySorted(ptrs[i]->first, Value());
+ }
+ break;
+
+ case 1: // just one value, use optimized serialization as single Value
+ for (size_t i = 0; i < ptrs.size(); i++) {
+ writer.addAlreadySorted(ptrs[i]->first,
+ ptrs[i]->second[0]->getValue(/*toBeMerged=*/true));
+ }
+ break;
+
+ default: // multiple values, serialize as array-typed Value
+ for (size_t i = 0; i < ptrs.size(); i++) {
+ vector<Value> accums;
+ for (size_t j = 0; j < ptrs[i]->second.size(); j++) {
+ accums.push_back(ptrs[i]->second[j]->getValue(/*toBeMerged=*/true));
+ }
+ writer.addAlreadySorted(ptrs[i]->first, Value(std::move(accums)));
+ }
+ break;
+ }
+
+ auto& metricsCollector = ResourceConsumption::MetricsCollector::get(pExpCtx->opCtx);
+ metricsCollector.incrementKeysSorted(ptrs.size());
+ metricsCollector.incrementSorterSpills(1);
+
+ _groups->clear();
+ // Zero out the current per-accumulation statement memory consumption, as the memory has been
+ // freed by spilling.
+ for (const auto& accum : _accumulatedFields) {
+ _memoryTracker.set(accum.fieldName, 0);
+ }
+
+ _sortedFiles.emplace_back(writer.done());
+}
+
+Value DocumentSourceGroupBase::computeId(const Document& root) {
+ // If only one expression, return result directly
+ if (_idExpressions.size() == 1) {
+ Value retValue = _idExpressions[0]->evaluate(root, &pExpCtx->variables);
+ return retValue.missing() ? Value(BSONNULL) : std::move(retValue);
+ }
+
+ // Multiple expressions get results wrapped in a vector
+ vector<Value> vals;
+ vals.reserve(_idExpressions.size());
+ for (size_t i = 0; i < _idExpressions.size(); i++) {
+ vals.push_back(_idExpressions[i]->evaluate(root, &pExpCtx->variables));
+ }
+ return Value(std::move(vals));
+}
+
+Value DocumentSourceGroupBase::expandId(const Value& val) {
+ // _id doesn't get wrapped in a document
+ if (_idFieldNames.empty())
+ return val;
+
+ // _id is a single-field document containing val
+ if (_idFieldNames.size() == 1)
+ return Value(DOC(_idFieldNames[0] << val));
+
+ // _id is a multi-field document containing the elements of val
+ const vector<Value>& vals = val.getArray();
+ invariant(_idFieldNames.size() == vals.size());
+ MutableDocument md(vals.size());
+ for (size_t i = 0; i < vals.size(); i++) {
+ md[_idFieldNames[i]] = vals[i];
+ }
+ return md.freezeToValue();
+}
+
+Document DocumentSourceGroupBase::makeDocument(const Value& id,
+ const Accumulators& accums,
+ bool mergeableOutput) {
+ const size_t n = _accumulatedFields.size();
+ MutableDocument out(1 + n);
+
+ /* add the _id field */
+ out.addField("_id", expandId(id));
+
+ /* add the rest of the fields */
+ for (size_t i = 0; i < n; ++i) {
+ Value val = accums[i]->getValue(mergeableOutput);
+ if (val.missing()) {
+ // we return null in this case so return objects are predictable
+ out.addField(_accumulatedFields[i].fieldName, Value(BSONNULL));
+ } else {
+ out.addField(_accumulatedFields[i].fieldName, std::move(val));
+ }
+ }
+
+ _stats.totalOutputDataSizeBytes += out.getApproximateSize();
+ return out.freeze();
+}
+
+bool DocumentSourceGroupBase::pathIncludedInGroupKeys(const std::string& dottedPath) const {
+ return std::any_of(
+ _idExpressions.begin(), _idExpressions.end(), [&dottedPath](const auto& exp) {
+ if (auto fieldExp = dynamic_cast<ExpressionFieldPath*>(exp.get())) {
+ if (fieldExp->representsPath(dottedPath)) {
+ return true;
+ }
+ }
+ return false;
+ });
+}
+
+bool DocumentSourceGroupBase::canRunInParallelBeforeWriteStage(
+ const OrderedPathSet& nameOfShardKeyFieldsUponEntryToStage) const {
+ if (_doingMerge) {
+ return true; // This is fine.
+ }
+
+ // Certain $group stages are allowed to execute on each exchange consumer. In order to
+ // guarantee each consumer will only group together data from its own shard, the $group must
+ // group on a superset of the shard key.
+ for (auto&& currentPathOfShardKey : nameOfShardKeyFieldsUponEntryToStage) {
+ if (!pathIncludedInGroupKeys(currentPathOfShardKey)) {
+ // This requires an exact path match, but as a future optimization certain path
+ // prefixes should be okay. For example, if the shard key path is "a.b", and we're
+ // grouping by "a", then each group of "a" is strictly more specific than "a.b", so
+ // we can deduce that grouping by "a" will not need to group together documents
+ // across different values of the shard key field "a.b", and thus as long as any
+ // other shard key fields are similarly preserved will not need to consume a merged
+ // stream to perform the group.
+ return false;
+ }
+ }
+ return true;
+}
+
+std::unique_ptr<GroupFromFirstDocumentTransformation>
+DocumentSourceGroupBase::rewriteGroupAsTransformOnFirstDocument() const {
+ if (_idExpressions.size() != 1) {
+ // This transformation is only intended for $group stages that group on a single field.
+ return nullptr;
+ }
+
+ auto fieldPathExpr = dynamic_cast<ExpressionFieldPath*>(_idExpressions.front().get());
+ if (!fieldPathExpr || fieldPathExpr->isVariableReference()) {
+ return nullptr;
+ }
+
+ const auto fieldPath = fieldPathExpr->getFieldPath();
+ if (fieldPath.getPathLength() == 1) {
+ // The path is $$CURRENT or $$ROOT. This isn't really a sensible value to group by (since
+ // each document has a unique _id, it will just return the entire collection). We only
+ // apply the rewrite when grouping by a single field, so we cannot apply it in this case,
+ // where we are grouping by the entire document.
+ tassert(5943200,
+ "Optimization attempted on group by always-dissimilar system variable",
+ fieldPath.getFieldName(0) == "CURRENT" || fieldPath.getFieldName(0) == "ROOT");
+ return nullptr;
+ }
+
+ const auto groupId = fieldPath.tail().fullPath();
+
+ // We can't do this transformation if there are any non-$first accumulators.
+ for (auto&& accumulator : _accumulatedFields) {
+ if (AccumulatorDocumentsNeeded::kFirstDocument !=
+ accumulator.makeAccumulator()->documentsNeeded()) {
+ return nullptr;
+ }
+ }
+
+ std::vector<std::pair<std::string, boost::intrusive_ptr<Expression>>> fields;
+
+ boost::intrusive_ptr<Expression> idField;
+ // The _id field can be specified either as a fieldpath (ex. _id: "$a") or as a singleton
+ // object (ex. _id: {v: "$a"}).
+ if (_idFieldNames.empty()) {
+ idField = ExpressionFieldPath::deprecatedCreate(pExpCtx.get(), groupId);
+ } else {
+ invariant(_idFieldNames.size() == 1);
+ idField = ExpressionObject::create(pExpCtx.get(),
+ {{_idFieldNames.front(), _idExpressions.front()}});
+ }
+ fields.push_back(std::make_pair("_id", idField));
+
+ for (auto&& accumulator : _accumulatedFields) {
+ fields.push_back(std::make_pair(accumulator.fieldName, accumulator.expr.argument));
+
+ // Since we don't attempt this transformation for non-$first accumulators,
+ // the initializer should always be trivial.
+ }
+
+ return GroupFromFirstDocumentTransformation::create(
+ pExpCtx, groupId, getSourceName(), std::move(fields));
+}
+
+size_t DocumentSourceGroupBase::getMaxMemoryUsageBytes() const {
+ return _memoryTracker._maxAllowedMemoryUsageBytes;
+}
+
+boost::optional<DocumentSource::DistributedPlanLogic>
+DocumentSourceGroupBase::distributedPlanLogic() {
+ VariablesParseState vps = pExpCtx->variablesParseState;
+ /* the merger will use the same grouping key */
+ auto mergerGroupByExpression = ExpressionFieldPath::parse(pExpCtx.get(), "$$ROOT._id", vps);
+
+ std::vector<AccumulationStatement> mergerAccumulators;
+ mergerAccumulators.reserve(_accumulatedFields.size());
+ for (auto&& accumulatedField : _accumulatedFields) {
+ // The merger's output field names will be the same, as will the accumulator factories.
+ // However, for some accumulators, the expression to be accumulated will be different. The
+ // original accumulator may be collecting an expression based on a field expression or
+ // constant. Here, we accumulate the output of the same name from the prior group.
+ auto copiedAccumulatedField = accumulatedField;
+ copiedAccumulatedField.expr.argument = ExpressionFieldPath::parse(
+ pExpCtx.get(), "$$ROOT." + copiedAccumulatedField.fieldName, vps);
+ mergerAccumulators.emplace_back(std::move(copiedAccumulatedField));
+ }
+
+ // When merging, we always use generic hash based algorithm.
+ boost::intrusive_ptr<DocumentSourceGroup> mergingGroup = DocumentSourceGroup::create(
+ pExpCtx, std::move(mergerGroupByExpression), std::move(mergerAccumulators));
+ mergingGroup->setDoingMerge(true);
+ // {shardsStage, mergingStage, sortPattern}
+ return DistributedPlanLogic{this, mergingGroup, boost::none};
+}
+
+} // namespace mongo
+
+#include "mongo/db/sorter/sorter.cpp"
+// Explicit instantiation unneeded since we aren't exposing Sorter outside of this file.