Examples with DecimalSchema com.ociweb.pronghorn.stage.math.DecimalSchema used on opensource projects

Example 1 with DecimalSchema

use of com.ociweb.pronghorn.stage.math.DecimalSchema in project FogLight-Examples by oci-pronghorn.

the class IoTApp method matrixTest.

public <M extends MatrixSchema<M>> void matrixTest() {
    // speed
    // slow     Doubles  Longs    6.15 5.8      7.024  7.18
    // Decimals          5.9           9.40 - 13
    // Floats            6.06           6.26
    // fast     Integers          5.80           5.95
    // Decimals;//Integers; //2, 3328335 longs/ints/doubles   [0,332833152] floats
    MatrixTypes type = MatrixTypes.Integers;
    // TypeMask.Decimal;
    // when matrix size is larger than CPU cache we run into issues.
    int leftRows = 1200;
    int leftColumns = 1000;
    int rightColumns = 1000;
    int rightRows = leftColumns;
    // walk leftRows , by rightCol for output
    // 5x2
    // 2x3
    MatrixSchema leftSchema = BuildMatrixCompute.buildSchema(leftRows, leftColumns, type);
    RowSchema<M> leftRowSchema = new RowSchema<M>(leftSchema);
    MatrixSchema rightSchema = BuildMatrixCompute.buildSchema(rightRows, rightColumns, type);
    RowSchema<M> rightRowSchema = new RowSchema<M>(rightSchema);
    MatrixSchema resultSchema = BuildMatrixCompute.buildResultSchema(leftSchema, rightSchema);
    RowSchema<M> rowResultSchema = new RowSchema<M>(resultSchema);
    DecimalSchema result2Schema = new DecimalSchema<M>(resultSchema);
    GraphManager gm = new GraphManager();
    // GraphManager.addDefaultNota(gm, GraphManager.SCHEDULE_RATE, 500);
    // TODO: not sure why but the splitter that consumes left needs a minimum ring size or it gets stuck,
    Pipe<RowSchema<M>> left = new Pipe<RowSchema<M>>(new PipeConfig<RowSchema<M>>(leftRowSchema, leftRows));
    Pipe<RowSchema<M>> right = new Pipe<RowSchema<M>>(new PipeConfig<RowSchema<M>>(rightRowSchema, rightRows));
    // NOTE: reqires 2 or JSON will not write out !!
    Pipe<RowSchema<M>> result = new Pipe<RowSchema<M>>(new PipeConfig<RowSchema<M>>(rowResultSchema, /*Math.min(16,*/
    resultSchema.getRows()));
    // Pipe<DecimalSchema<MatrixSchema>> result2 = new Pipe<DecimalSchema<MatrixSchema>>(new PipeConfig<DecimalSchema<MatrixSchema>>(result2Schema, resultSchema.getRows())); //NOTE: reqires 2 or JSON will not write out !!
    // 60; //105967ms
    int targetThreadCount = 10;
    Pipe<ColumnSchema<M>>[] colResults = BuildMatrixCompute.buildProductGraphRC(gm, left, right, targetThreadCount - 2);
    // int x = colResults.length;
    // PipeCleanerStage[] watches = new PipeCleanerStage[colResults.length];
    // while (--x>=0) {
    // watches[x] =  new PipeCleanerStage<>(gm, colResults[x]);
    // }
    ColumnsToRowsStage<M> ctr = new ColumnsToRowsStage(gm, colResults, result);
    // ByteArrayOutputStream baos = new ByteArrayOutputStream();
    // ConvertToDecimalStage<MatrixSchema> convert = new ConvertToDecimalStage<MatrixSchema>(gm, resultSchema, result, result2);
    // ConsoleJSONDumpStage<?> watch = new ConsoleJSONDumpStage<>(gm, result , new PrintStream(baos));
    // ConsoleSummaryStage<RowSchema<MatrixSchema>> watch = new ConsoleSummaryStage<>(gm, result);
    PipeCleanerStage watch = new PipeCleanerStage<>(gm, result);
    GraphManager.enableBatching(gm);
    // gm.exportGraphDotFile();//TODO: this may not work and cause issues.
    // MonitorConsoleStage.attach(gm);
    StageScheduler scheduler = new ThreadPerStageScheduler(gm);
    // new FixedThreadsScheduler(gm, targetThreadCount);
    scheduler.startup();
    // 5000;
    int testSize = 100;
    int k = testSize;
    long timeout = 0;
    while (--k >= 0) {
        timeout = System.currentTimeMillis() + 5000;
        for (int c = 0; c < rightRows; c++) {
            while (!Pipe.hasRoomForWrite(right)) {
                Thread.yield();
                if (System.currentTimeMillis() > timeout) {
                    scheduler.shutdown();
                    scheduler.awaitTermination(20, TimeUnit.SECONDS);
                    System.err.println("A, unable to write all of test data!");
                    return;
                }
            }
            Pipe.addMsgIdx(right, resultSchema.rowId);
            for (int r = 0; r < rightColumns; r++) {
                type.addValue(c, right);
            }
            Pipe.confirmLowLevelWrite(right, Pipe.sizeOf(right, resultSchema.rowId));
            Pipe.publishWrites(right);
        }
        for (int c = 0; c < leftRows; c++) {
            while (!Pipe.hasRoomForWrite(left)) {
                Thread.yield();
                if (System.currentTimeMillis() > timeout) {
                    scheduler.shutdown();
                    scheduler.awaitTermination(20, TimeUnit.SECONDS);
                    System.err.println("B, unable to write all of test data!");
                    return;
                }
            }
            Pipe.addMsgIdx(left, resultSchema.rowId);
            for (int r = 0; r < leftColumns; r++) {
                type.addValue(r, left);
            }
            Pipe.confirmLowLevelWrite(left, Pipe.sizeOf(left, resultSchema.rowId));
            Pipe.publishWrites(left);
        }
    }
    if (k < 0) {
        // only works because we have multiple threads in play
        while (!Pipe.hasRoomForWrite(left, Pipe.EOF_SIZE)) {
            Pipe.spinWork(left);
        }
        while (!Pipe.hasRoomForWrite(right, Pipe.EOF_SIZE)) {
            Pipe.spinWork(right);
        }
        Pipe.publishEOF(left);
        Pipe.publishEOF(right);
    }
    if (GraphManager.blockUntilStageBeginsShutdown(gm, watch, 6000)) {
    // timeout in ms
    } else {
        System.err.println("time out!");
    }
    scheduler.shutdown();
    // all the requests have now been sent.
    // int w = watches.length;
    // while (--w>=0) {
    // if (!GraphManager.blockUntilStageBeginsShutdown(gm, watches[w], 5000)) {//timeout in ms
    // System.err.println("ERROR SHUTDOWN");
    // System.exit(-1);
    // }
    // }
    scheduler.awaitTermination(10, TimeUnit.SECONDS);
// System.out.println("len "+baos.toByteArray().length+"  "+new String(baos.toByteArray()));
}