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Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,7 @@
import org.apache.hugegraph.backend.query.Query;
import org.apache.hugegraph.exception.NotSupportException;
import org.apache.hugegraph.iterator.FilterIterator;
import org.apache.hugegraph.schema.IndexLabel;
import org.apache.hugegraph.schema.PropertyKey;
import org.apache.hugegraph.schema.SchemaLabel;
import org.apache.hugegraph.structure.HugeElement;
Expand All @@ -67,6 +68,7 @@
import org.apache.tinkerpop.gremlin.process.traversal.step.filter.RangeGlobalStep;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.CountGlobalStep;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.GraphStep;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.MatchStep;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.MaxGlobalStep;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.MeanGlobalStep;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.MinGlobalStep;
Expand Down Expand Up @@ -166,11 +168,23 @@ public static void trySetGraph(Step<?, ?> step, HugeGraph graph) {

public static void extractHasContainer(HugeGraphStep<?, ?> newStep,
Traversal.Admin<?, ?> traversal) {
Step<?, ?> step = newStep;
do {
step = step.getNextStep();
Step<?, ?> step = newStep.getNextStep();
while (step instanceof HasStep || step instanceof NoOpBarrierStep) {
Step<?, ?> nextStep = step.getNextStep();
if (step instanceof HasStep) {
HasContainerHolder holder = (HasContainerHolder) step;
/*
* Range/neq predicates before match() may trigger a no-index
* query after MatchStep reorders filters. Keep known-indexed
* boolean predicates pushed down, and leave the rest for
* TinkerPop to evaluate.
*/
if (followedByMatchStep(step) &&
hasUnusableMatchPredicate(newStep, holder)) {
extractUsableHasContainers(newStep, holder);
step = nextStep;
continue;
}
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for (HasContainer has : holder.getHasContainers()) {
if (!GraphStep.processHasContainerIds(newStep, has)) {
newStep.addHasContainer(has);
Expand All @@ -179,7 +193,103 @@ public static void extractHasContainer(HugeGraphStep<?, ?> newStep,
TraversalHelper.copyLabels(step, step.getPreviousStep(), false);
traversal.removeStep(step);
}
} while (step instanceof HasStep || step instanceof NoOpBarrierStep);
step = nextStep;
}
}

private static boolean followedByMatchStep(Step<?, ?> step) {
Step<?, ?> next = step.getNextStep();
while (next instanceof HasStep || next instanceof NoOpBarrierStep) {
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next = next.getNextStep();
}
return next instanceof MatchStep;
}

private static boolean hasUnusableMatchPredicate(HugeGraphStep<?, ?> step,
HasContainerHolder holder) {
HugeGraph graph = tryGetGraph(step);
for (HasContainer has : holder.getHasContainers()) {
if (!hasMatchIndexSensitivePredicate(has)) {
continue;
}
if (graph == null || !hasUsableMatchIndex(graph, step, has)) {
return true;
}
}
return false;
}

private static void extractUsableHasContainers(HugeGraphStep<?, ?> step,
HasContainerHolder holder) {
HugeGraph graph = tryGetGraph(step);
for (HasContainer has : holder.getHasContainers()) {
if (hasMatchIndexSensitivePredicate(has) &&
(graph == null || !hasUsableMatchIndex(graph, step, has))) {
continue;
}
if (!GraphStep.processHasContainerIds(step, has)) {
step.addHasContainer(has);
}
}
}

private static boolean hasMatchIndexSensitivePredicate(HasContainer has) {
List<P<Object>> predicates = new ArrayList<>();
collectPredicates(predicates, ImmutableList.of(has.getPredicate()));
for (P<Object> pred : predicates) {
BiPredicate<?, ?> bp = pred.getBiPredicate();
if (bp == Compare.neq ||
bp == Compare.gt || bp == Compare.gte ||
bp == Compare.lt || bp == Compare.lte) {
return true;
}
}
return false;
}

private static boolean hasUsableMatchIndex(HugeGraph graph,
HugeGraphStep<?, ?> step,
HasContainer has) {
if (isSysProp(has.getKey())) {
return true;
}

PropertyKey pkey = graph.propertyKey(has.getKey());
if (pkey.dataType() != DataType.BOOLEAN) {
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return false;
}

Collection<? extends SchemaLabel> schemaLabels = step.returnsVertex() ?
graph.vertexLabels() :
graph.edgeLabels();
boolean seen = false;
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for (SchemaLabel schemaLabel : schemaLabels) {
if (!schemaLabel.properties().contains(pkey.id())) {
continue;
}
seen = true;
if (!hasBooleanIndex(graph, schemaLabel, pkey)) {
return false;
}
}
return seen;
}

private static boolean hasBooleanIndex(HugeGraph graph,
SchemaLabel schemaLabel,
PropertyKey pkey) {
for (Id id : schemaLabel.indexLabels()) {
IndexLabel indexLabel = graph.indexLabel(id);
if (indexLabel.indexFields().size() != 1 ||
!indexLabel.indexField().equals(pkey.id())) {
continue;
}
if (indexLabel.indexType().isSecondary() ||
indexLabel.indexType().isUnique()) {
return true;
}
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}
return false;
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}

public static void extractHasContainer(HugeVertexStep<?> newStep,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -19,8 +19,15 @@

import org.apache.hugegraph.schema.SchemaManager;
import org.apache.hugegraph.testutil.Assert;
import org.apache.hugegraph.traversal.optimize.HugeGraphStep;
import org.apache.tinkerpop.gremlin.process.traversal.P;
import org.apache.tinkerpop.gremlin.process.traversal.Step;
import org.apache.tinkerpop.gremlin.process.traversal.dsl.graph.GraphTraversal;
import org.apache.tinkerpop.gremlin.process.traversal.dsl.graph.__;
import org.apache.tinkerpop.gremlin.process.traversal.step.HasContainerHolder;
import org.apache.tinkerpop.gremlin.process.traversal.step.filter.HasStep;
import org.apache.tinkerpop.gremlin.process.traversal.step.util.HasContainer;
import org.apache.tinkerpop.gremlin.structure.Edge;
import org.apache.tinkerpop.gremlin.structure.T;
import org.apache.tinkerpop.gremlin.structure.Vertex;
import org.junit.Test;
Expand Down Expand Up @@ -48,6 +55,57 @@ private void initGraph() {
commitTx();
}

private void initMatchNoIndexSchema() {
SchemaManager schema = graph().schema();
schema.propertyKey("vp2").asBoolean().create();
schema.propertyKey("vp3").asLong().create();
schema.propertyKey("vp4").asText().create();
schema.propertyKey("ep2").asBoolean().create();
schema.vertexLabel("vl1").properties("vp2", "vp4")
.nullableKeys("vp2", "vp4").create();
schema.vertexLabel("vl0").properties("vp3")
.nullableKeys("vp3").create();
schema.edgeLabel("el1").link("vl1", "vl0")
.properties("ep2").nullableKeys("ep2").create();
}

private void initMatchNoIndexGraph() {
Vertex v1 = graph().addVertex(T.label, "vl1", "vp2", true,
"vp4", "foo");
Vertex v2 = graph().addVertex(T.label, "vl1", "vp2", false,
"vp4", "J2O");
Vertex v3 = graph().addVertex(T.label, "vl0",
"vp3", 4592737712018141719L);
Vertex v4 = graph().addVertex(T.label, "vl0",
"vp3", 4592737712018141717L);

v1.addEdge("el1", v3, "ep2", true);
v2.addEdge("el1", v4, "ep2", false);
commitTx();
}

private static HugeGraphStep<?, ?> applyAndGetGraphStep(
GraphTraversal<?, ?> traversal) {
traversal.asAdmin().applyStrategies();
return (HugeGraphStep<?, ?>) traversal.asAdmin().getStartStep();
}

private static boolean hasRemainingHasStep(GraphTraversal<?, ?> traversal,
String key) {
for (Step<?, ?> step : traversal.asAdmin().getSteps()) {
if (!(step instanceof HasStep)) {
continue;
}
HasContainerHolder holder = (HasContainerHolder) step;
for (HasContainer has : holder.getHasContainers()) {
if (key.equals(has.getKey())) {
return true;
}
}
}
return false;
}

@Test
public void testWhereCountLtNegativeIsAlwaysFalse() {
this.initSchema();
Expand Down Expand Up @@ -125,4 +183,115 @@ public void testWhereCountGteNegativeDoesNotBuildInvalidRange() {

Assert.assertEquals(4L, count);
}

@Test
public void testMatchWithNoIndexConditionMatchesDirectTraversal() {
this.initMatchNoIndexSchema();
this.initMatchNoIndexGraph();

long direct = graph().traversal().V()
.has("vp4", P.neq("J2O"))
.has("vl1", "vp2", P.gte(false))
.has("vp2")
.has("vl0", "vp3", P.gt(4592737712018141718L))
.out("el1")
.count().next();
long viaMatch = graph().traversal().V()
.has("vp4", P.neq("J2O"))
.has("vl1", "vp2", P.gte(false))
.match(__.<Vertex>as("start0")
.has("vp2")
.has("vl0", "vp3",
P.gt(4592737712018141718L))
.repeat(__.out("el1"))
.times(1)
.as("m0"))
.<Vertex>select("m0").count().next();

Assert.assertEquals(0L, direct);
Assert.assertEquals(direct, viaMatch);
}

@Test
public void testMatchWithIndexedRangeConditionStillExtractsHas() {
this.initMatchNoIndexSchema();
graph().schema().indexLabel("vl1ByVp2").onV("vl1")
.by("vp2").secondary().create();
this.initMatchNoIndexGraph();

GraphTraversal<Vertex, Long> traversal = graph().traversal().V()
.has("vp2", P.lt(true))
.match(__.<Vertex>as("s")
.has("vp2")
.as("m"))
.<Vertex>select("m")
.count();

HugeGraphStep<?, ?> graphStep = applyAndGetGraphStep(traversal);
Assert.assertEquals(1, graphStep.getHasContainers().size());
Assert.assertEquals("vp2", graphStep.getHasContainers().get(0).getKey());
Assert.assertEquals(1L, traversal.next());
}

@Test
public void testMatchWithNoIndexConditionKeepsExtractingNextHas() {
this.initMatchNoIndexSchema();
graph().schema().indexLabel("vl1ByVp2").onV("vl1")
.by("vp2").secondary().create();
this.initMatchNoIndexGraph();

GraphTraversal<Vertex, Long> traversal = graph().traversal().V()
.has("vp4", P.neq("J2O"))
.has("vp2", true)
.match(__.<Vertex>as("s")
.has("vp2")
.as("m"))
.<Vertex>select("m")
.count();

HugeGraphStep<?, ?> graphStep = applyAndGetGraphStep(traversal);
Assert.assertEquals(1, graphStep.getHasContainers().size());
Assert.assertEquals("vp2", graphStep.getHasContainers().get(0).getKey());
Assert.assertTrue(hasRemainingHasStep(traversal, "vp4"));
Assert.assertEquals(1L, traversal.next());
}

@Test
public void testMatchWithIndexedEdgeRangeConditionStillExtractsHas() {
this.initMatchNoIndexSchema();
graph().schema().indexLabel("el1ByEp2").onE("el1")
.by("ep2").secondary().create();
this.initMatchNoIndexGraph();

GraphTraversal<Edge, Long> traversal = graph().traversal().E()
.has("ep2", P.lt(true))
.match(__.<Edge>as("s")
.has("ep2")
.as("m"))
.<Edge>select("m")
.count();

HugeGraphStep<?, ?> graphStep = applyAndGetGraphStep(traversal);
Assert.assertEquals(1, graphStep.getHasContainers().size());
Assert.assertEquals("ep2", graphStep.getHasContainers().get(0).getKey());
Assert.assertEquals(1L, traversal.next());
}

@Test
public void testMatchWithSystemRangeConditionStillExtractsInStrategy() {
this.initMatchNoIndexSchema();
this.initMatchNoIndexGraph();

GraphTraversal<Vertex, Long> traversal = graph().traversal().V()
.hasLabel(P.neq("vl0"))
.match(__.<Vertex>as("s")
.has("vp2")
.as("m"))
.<Vertex>select("m")
.count();

HugeGraphStep<?, ?> graphStep = applyAndGetGraphStep(traversal);
Assert.assertEquals(1, graphStep.getHasContainers().size());
Assert.assertFalse(hasRemainingHasStep(traversal, T.label.getAccessor()));
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}
}
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