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Example 1 with RoadTrafficCsvElementGenerator

use of uk.gov.gchq.gaffer.traffic.generator.RoadTrafficCsvElementGenerator in project gaffer-doc by gchq.

the class FullExample method run.

@Override
public Iterable<? extends String> run() throws OperationException, IOException {
    // [graph] Create a graph using our schema and store properties
    // ---------------------------------------------------------
    final Graph graph = new Graph.Builder().config(getDefaultGraphConfig()).addSchemas(StreamUtil.openStreams(getClass(), schemaPath)).storeProperties(getDefaultStoreProperties()).build();
    // ---------------------------------------------------------
    // [user] Create a user
    // ---------------------------------------------------------
    final User user = new User("user01");
    // ---------------------------------------------------------
    try (final CSVParser parser = CSVParser.parse(getClass().getResource("/FullExample/data.txt"), Charset.defaultCharset(), CSVFormat.DEFAULT.withFirstRecordAsHeader())) {
        final OperationChain<Void> addOpChain = new OperationChain.Builder().first(new GenerateElements.Builder<CSVRecord>().generator(new RoadTrafficCsvElementGenerator()).input(parser).build()).then(new AddElements()).build();
        graph.execute(addOpChain, user);
    }
    // ---------------------------------------------------------
    print("The elements have been added.");
    // [get] Get all road junctions in the South West that were heavily used by buses in the year 2000.
    // ---------------------------------------------------------
    final OperationChain<Iterable<? extends String>> opChain = new OperationChain.Builder().first(new GetAdjacentIds.Builder().input(new EntitySeed("South West")).view(new View.Builder().edge("RegionContainsLocation").build()).build()).then(new GetAdjacentIds.Builder().view(new View.Builder().edge("LocationContainsRoad").build()).build()).then(new ToSet<>()).then(new GetAdjacentIds.Builder().view(new View.Builder().edge("RoadHasJunction").build()).build()).then(new GetElements.Builder().view(new View.Builder().globalElements(new GlobalViewElementDefinition.Builder().groupBy().build()).entity("JunctionUse", new ViewElementDefinition.Builder().preAggregationFilter(new ElementFilter.Builder().select("startDate", "endDate").execute(new InDateRangeDual.Builder().start("2000/01/01").end("2001/01/01").build()).build()).postAggregationFilter(new ElementFilter.Builder().select("countByVehicleType").execute(new PredicateMap<>("BUS", new IsMoreThan(1000L))).build()).transientProperty("busCount", Long.class).transformer(new ElementTransformer.Builder().select("countByVehicleType").execute(new FreqMapExtractor("BUS")).project("busCount").build()).build()).build()).inOutType(SeededGraphFilters.IncludeIncomingOutgoingType.OUTGOING).build()).then(new Sort.Builder().comparators(new ElementPropertyComparator.Builder().groups("JunctionUse").property("busCount").reverse(true).build()).resultLimit(2).deduplicate(true).build()).then(new ToCsv.Builder().generator(new CsvGenerator.Builder().vertex("Junction").property("busCount", "Bus Count").build()).build()).build();
    // ---------------------------------------------------------
    printJsonAndPython("GET", opChain);
    final Iterable<? extends String> results = graph.execute(opChain, user);
    print("\nAll road junctions in the South West that were heavily used by buses in year 2000.");
    for (final String result : results) {
        print("RESULT", result);
    }
    return results;
}
Also used : AddElements(uk.gov.gchq.gaffer.operation.impl.add.AddElements) User(uk.gov.gchq.gaffer.user.User) GetAdjacentIds(uk.gov.gchq.gaffer.operation.impl.get.GetAdjacentIds) GetElements(uk.gov.gchq.gaffer.operation.impl.get.GetElements) ToSet(uk.gov.gchq.gaffer.operation.impl.output.ToSet) Sort(uk.gov.gchq.gaffer.operation.impl.compare.Sort) RoadTrafficCsvElementGenerator(uk.gov.gchq.gaffer.traffic.generator.RoadTrafficCsvElementGenerator) ElementTransformer(uk.gov.gchq.gaffer.data.element.function.ElementTransformer) FreqMapExtractor(uk.gov.gchq.gaffer.types.function.FreqMapExtractor) CsvGenerator(uk.gov.gchq.gaffer.data.generator.CsvGenerator) View(uk.gov.gchq.gaffer.data.elementdefinition.view.View) ElementPropertyComparator(uk.gov.gchq.gaffer.data.element.comparison.ElementPropertyComparator) InDateRangeDual(uk.gov.gchq.koryphe.impl.predicate.range.InDateRangeDual) Graph(uk.gov.gchq.gaffer.graph.Graph) CSVParser(org.apache.commons.csv.CSVParser) OperationChain(uk.gov.gchq.gaffer.operation.OperationChain) ElementFilter(uk.gov.gchq.gaffer.data.element.function.ElementFilter) EntitySeed(uk.gov.gchq.gaffer.operation.data.EntitySeed) IsMoreThan(uk.gov.gchq.koryphe.impl.predicate.IsMoreThan)

Aggregations

CSVParser (org.apache.commons.csv.CSVParser)1 ElementPropertyComparator (uk.gov.gchq.gaffer.data.element.comparison.ElementPropertyComparator)1 ElementFilter (uk.gov.gchq.gaffer.data.element.function.ElementFilter)1 ElementTransformer (uk.gov.gchq.gaffer.data.element.function.ElementTransformer)1 View (uk.gov.gchq.gaffer.data.elementdefinition.view.View)1 CsvGenerator (uk.gov.gchq.gaffer.data.generator.CsvGenerator)1 Graph (uk.gov.gchq.gaffer.graph.Graph)1 OperationChain (uk.gov.gchq.gaffer.operation.OperationChain)1 EntitySeed (uk.gov.gchq.gaffer.operation.data.EntitySeed)1 AddElements (uk.gov.gchq.gaffer.operation.impl.add.AddElements)1 Sort (uk.gov.gchq.gaffer.operation.impl.compare.Sort)1 GetAdjacentIds (uk.gov.gchq.gaffer.operation.impl.get.GetAdjacentIds)1 GetElements (uk.gov.gchq.gaffer.operation.impl.get.GetElements)1 ToSet (uk.gov.gchq.gaffer.operation.impl.output.ToSet)1 RoadTrafficCsvElementGenerator (uk.gov.gchq.gaffer.traffic.generator.RoadTrafficCsvElementGenerator)1 FreqMapExtractor (uk.gov.gchq.gaffer.types.function.FreqMapExtractor)1 User (uk.gov.gchq.gaffer.user.User)1 IsMoreThan (uk.gov.gchq.koryphe.impl.predicate.IsMoreThan)1 InDateRangeDual (uk.gov.gchq.koryphe.impl.predicate.range.InDateRangeDual)1