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Example 1 with Graql.var

use of ai.grakn.graql.Graql.var in project grakn by graknlabs.

the class BenchmarkIT method loadRandomisedRelationInstances.

private void loadRandomisedRelationInstances(String entityLabel, String fromRoleLabel, String toRoleLabel, String relationLabel, int N, GraknSession session, GraknClient graknClient, Keyspace keyspace) {
    try (BatchExecutorClient loader = BatchExecutorClient.newBuilder().taskClient(graknClient).build()) {
        GraknTx tx = session.open(GraknTxType.READ);
        Var entityVar = var().asUserDefined();
        ConceptId[] instances = tx.graql().match(entityVar.isa(entityLabel)).get().execute().stream().map(ans -> ans.get(entityVar).getId()).toArray(ConceptId[]::new);
        assertEquals(instances.length, N);
        Role fromRole = tx.getRole(fromRoleLabel);
        Role toRole = tx.getRole(toRoleLabel);
        RelationshipType relationType = tx.getRelationshipType(relationLabel);
        Random rand = new Random();
        Multimap<Integer, Integer> assignmentMap = HashMultimap.create();
        for (int i = 0; i < N; i++) {
            int from = rand.nextInt(N - 1);
            int to = rand.nextInt(N - 1);
            while (to == from && assignmentMap.get(from).contains(to)) to = rand.nextInt(N - 1);
            Var fromRolePlayer = Graql.var();
            Var toRolePlayer = Graql.var();
            Pattern relationInsert = Graql.var().rel(Graql.label(fromRole.getLabel()), fromRolePlayer).rel(Graql.label(toRole.getLabel()), toRolePlayer).isa(Graql.label(relationType.getLabel())).and(fromRolePlayer.asUserDefined().id(instances[from])).and(toRolePlayer.asUserDefined().id(instances[to]));
            loader.add(Graql.insert(relationInsert.admin().varPatterns()), keyspace).subscribe();
        }
        tx.close();
    }
}
Also used : Iterables(com.google.common.collect.Iterables) VarPattern(ai.grakn.graql.VarPattern) Keyspace(ai.grakn.Keyspace) Role(ai.grakn.concept.Role) Assume.assumeFalse(org.junit.Assume.assumeFalse) InsertQuery(ai.grakn.graql.InsertQuery) LoggerFactory(org.slf4j.LoggerFactory) Graql(ai.grakn.graql.Graql) Random(java.util.Random) Answer(ai.grakn.graql.admin.Answer) Multimap(com.google.common.collect.Multimap) HashMultimap(com.google.common.collect.HashMultimap) Charset(java.nio.charset.Charset) AttributeType(ai.grakn.concept.AttributeType) RelationshipType(ai.grakn.concept.RelationshipType) Files(com.google.common.io.Files) GraknTx(ai.grakn.GraknTx) GraknClient(ai.grakn.client.GraknClient) ConceptId(ai.grakn.concept.ConceptId) ClassRule(org.junit.ClassRule) Grakn(ai.grakn.Grakn) GraknSystemProperty(ai.grakn.GraknSystemProperty) EngineContext(ai.grakn.test.rule.EngineContext) Before(org.junit.Before) GraknTxType(ai.grakn.GraknTxType) Graql.var(ai.grakn.graql.Graql.var) BatchExecutorClient(ai.grakn.client.BatchExecutorClient) Logger(org.slf4j.Logger) GraknSession(ai.grakn.GraknSession) Test(org.junit.Test) GetQuery(ai.grakn.graql.GetQuery) File(java.io.File) GraknTestUtil.usingTinker(ai.grakn.util.GraknTestUtil.usingTinker) List(java.util.List) SampleKBLoader.randomKeyspace(ai.grakn.util.SampleKBLoader.randomKeyspace) Var(ai.grakn.graql.Var) Pattern(ai.grakn.graql.Pattern) Assert.assertEquals(org.junit.Assert.assertEquals) VarPattern(ai.grakn.graql.VarPattern) Pattern(ai.grakn.graql.Pattern) Var(ai.grakn.graql.Var) RelationshipType(ai.grakn.concept.RelationshipType) ConceptId(ai.grakn.concept.ConceptId) Role(ai.grakn.concept.Role) GraknTx(ai.grakn.GraknTx) Random(java.util.Random) BatchExecutorClient(ai.grakn.client.BatchExecutorClient)

Example 2 with Graql.var

use of ai.grakn.graql.Graql.var in project grakn by graknlabs.

the class BenchmarkIT method loadRuleChainData.

private void loadRuleChainData(int N) {
    final GraknClient graknClient = GraknClient.of(engine.uri());
    String entityLabel = "genericEntity";
    String attributeLabel = "index";
    String baseRelationLabel = "relation1";
    String genericRelationLabel = "relation";
    String fromRoleLabel = "fromRole";
    String toRoleLabel = "toRole";
    // load ontology
    try (GraknTx tx = session.open(GraknTxType.WRITE)) {
        Role fromRole = tx.putRole(fromRoleLabel);
        Role toRole = tx.putRole(toRoleLabel);
        AttributeType<String> index = tx.putAttributeType(attributeLabel, AttributeType.DataType.STRING);
        tx.putEntityType(entityLabel).plays(fromRole).plays(toRole).attribute(index);
        // define N relation types
        for (int i = 1; i <= N; i++) {
            tx.putRelationshipType(genericRelationLabel + i).relates(fromRole).relates(toRole);
        }
        // define N rules
        for (int i = 2; i <= N; i++) {
            Var fromVar = Graql.var().asUserDefined();
            Var intermedVar = Graql.var().asUserDefined();
            Var toVar = Graql.var().asUserDefined();
            VarPattern rulePattern = Graql.label("rule" + i).when(Graql.and(Graql.var().rel(Graql.label(fromRole.getLabel()), fromVar).rel(Graql.label(toRole.getLabel()), intermedVar).isa(baseRelationLabel), Graql.var().rel(Graql.label(fromRole.getLabel()), intermedVar).rel(Graql.label(toRole.getLabel()), toVar).isa(genericRelationLabel + (i - 1)))).then(Graql.and(Graql.var().rel(Graql.label(fromRole.getLabel()), fromVar).rel(Graql.label(toRole.getLabel()), toVar).isa(genericRelationLabel + i)));
            tx.graql().define(rulePattern).execute();
        }
        tx.commit();
    }
    // insert N + 1 entities
    loadEntities(entityLabel, N + 1, graknClient, keyspace);
    // load initial relation instances
    try (BatchExecutorClient loader = BatchExecutorClient.newBuilder().taskClient(graknClient).build()) {
        try (GraknTx tx = session.open(GraknTxType.READ)) {
            Var entityVar = var().asUserDefined();
            ConceptId[] instances = tx.graql().match(entityVar.isa(entityLabel)).get().execute().stream().map(ans -> ans.get(entityVar).getId()).toArray(ConceptId[]::new);
            RelationshipType baseRelation = tx.getRelationshipType(baseRelationLabel);
            Role fromRole = tx.getRole(fromRoleLabel);
            Role toRole = tx.getRole(toRoleLabel);
            loader.add(Graql.insert(Graql.var().asUserDefined().has(attributeLabel, "first").id(instances[0]).admin().varPatterns()), keyspace).subscribe();
            for (int i = 1; i < instances.length; i++) {
                Var fromRolePlayer = Graql.var();
                Var toRolePlayer = Graql.var();
                Pattern relationInsert = Graql.var().rel(Graql.label(fromRole.getLabel()), fromRolePlayer).rel(Graql.label(toRole.getLabel()), toRolePlayer).isa(Graql.label(baseRelation.getLabel())).and(fromRolePlayer.asUserDefined().id(instances[i - 1])).and(toRolePlayer.asUserDefined().id(instances[i]));
                loader.add(Graql.insert(relationInsert.admin().varPatterns()), keyspace).subscribe();
                Pattern resourceInsert = Graql.var().asUserDefined().has(attributeLabel, String.valueOf(i)).id(instances[i]);
                loader.add(Graql.insert(resourceInsert.admin().varPatterns()), keyspace).subscribe();
            }
        }
    }
}
Also used : Iterables(com.google.common.collect.Iterables) VarPattern(ai.grakn.graql.VarPattern) Keyspace(ai.grakn.Keyspace) Role(ai.grakn.concept.Role) Assume.assumeFalse(org.junit.Assume.assumeFalse) InsertQuery(ai.grakn.graql.InsertQuery) LoggerFactory(org.slf4j.LoggerFactory) Graql(ai.grakn.graql.Graql) Random(java.util.Random) Answer(ai.grakn.graql.admin.Answer) Multimap(com.google.common.collect.Multimap) HashMultimap(com.google.common.collect.HashMultimap) Charset(java.nio.charset.Charset) AttributeType(ai.grakn.concept.AttributeType) RelationshipType(ai.grakn.concept.RelationshipType) Files(com.google.common.io.Files) GraknTx(ai.grakn.GraknTx) GraknClient(ai.grakn.client.GraknClient) ConceptId(ai.grakn.concept.ConceptId) ClassRule(org.junit.ClassRule) Grakn(ai.grakn.Grakn) GraknSystemProperty(ai.grakn.GraknSystemProperty) EngineContext(ai.grakn.test.rule.EngineContext) Before(org.junit.Before) GraknTxType(ai.grakn.GraknTxType) Graql.var(ai.grakn.graql.Graql.var) BatchExecutorClient(ai.grakn.client.BatchExecutorClient) Logger(org.slf4j.Logger) GraknSession(ai.grakn.GraknSession) Test(org.junit.Test) GetQuery(ai.grakn.graql.GetQuery) File(java.io.File) GraknTestUtil.usingTinker(ai.grakn.util.GraknTestUtil.usingTinker) List(java.util.List) SampleKBLoader.randomKeyspace(ai.grakn.util.SampleKBLoader.randomKeyspace) Var(ai.grakn.graql.Var) Pattern(ai.grakn.graql.Pattern) Assert.assertEquals(org.junit.Assert.assertEquals) VarPattern(ai.grakn.graql.VarPattern) Pattern(ai.grakn.graql.Pattern) Var(ai.grakn.graql.Var) RelationshipType(ai.grakn.concept.RelationshipType) ConceptId(ai.grakn.concept.ConceptId) Role(ai.grakn.concept.Role) GraknTx(ai.grakn.GraknTx) GraknClient(ai.grakn.client.GraknClient) VarPattern(ai.grakn.graql.VarPattern) BatchExecutorClient(ai.grakn.client.BatchExecutorClient)

Aggregations

Grakn (ai.grakn.Grakn)2 GraknSession (ai.grakn.GraknSession)2 GraknSystemProperty (ai.grakn.GraknSystemProperty)2 GraknTx (ai.grakn.GraknTx)2 GraknTxType (ai.grakn.GraknTxType)2 Keyspace (ai.grakn.Keyspace)2 BatchExecutorClient (ai.grakn.client.BatchExecutorClient)2 GraknClient (ai.grakn.client.GraknClient)2 AttributeType (ai.grakn.concept.AttributeType)2 ConceptId (ai.grakn.concept.ConceptId)2 RelationshipType (ai.grakn.concept.RelationshipType)2 Role (ai.grakn.concept.Role)2 GetQuery (ai.grakn.graql.GetQuery)2 Graql (ai.grakn.graql.Graql)2 Graql.var (ai.grakn.graql.Graql.var)2 InsertQuery (ai.grakn.graql.InsertQuery)2 Pattern (ai.grakn.graql.Pattern)2 Var (ai.grakn.graql.Var)2 VarPattern (ai.grakn.graql.VarPattern)2 Answer (ai.grakn.graql.admin.Answer)2