Examples with ScalarObject org.apache.sysml.runtime.instructions.cp.ScalarObject used on opensource projects

Example 11 with ScalarObject

use of org.apache.sysml.runtime.instructions.cp.ScalarObject in project incubator-systemml by apache.

the class ExternalFunctionInvocationInstruction method getInputObjects.

@SuppressWarnings("incomplete-switch")
private ArrayList<FunctionParameter> getInputObjects(CPOperand[] inputs, LocalVariableMap vars) {
    ArrayList<FunctionParameter> ret = new ArrayList<>();
    for (CPOperand input : inputs) {
        switch(input.getDataType()) {
            case MATRIX:
                MatrixObject mobj = (MatrixObject) vars.get(input.getName());
                ret.add(new Matrix(mobj, getMatrixValueType(input.getValueType())));
                break;
            case SCALAR:
                ScalarObject so = (ScalarObject) vars.get(input.getName());
                ret.add(new Scalar(getScalarValueType(input.getValueType()), so.getStringValue()));
                break;
            case OBJECT:
                ret.add(new BinaryObject(vars.get(input.getName())));
                break;
        }
    }
    return ret;
}

Example 12 with ScalarObject

use of org.apache.sysml.runtime.instructions.cp.ScalarObject in project incubator-systemml by apache.

the class JMLCInputOutputTest method testScalarOutputScalarObject.

@Test
public void testScalarOutputScalarObject() throws DMLException {
    Connection conn = new Connection();
    String str = "outDouble = 1.23;\nwrite(outDouble, './tmp/outDouble');";
    PreparedScript script = conn.prepareScript(str, new String[] {}, new String[] { "outDouble" }, false);
    ScalarObject so = script.executeScript().getScalarObject("outDouble");
    double result = so.getDoubleValue();
    Assert.assertEquals(1.23, result, 0);
    conn.close();
}

Example 13 with ScalarObject

use of org.apache.sysml.runtime.instructions.cp.ScalarObject in project incubator-systemml by apache.

the class RewriteConstantFolding method evalScalarOperation.

/**
 * In order to (1) prevent unexpected side effects from constant folding and
 * (2) for simplicity with regard to arbitrary value type combinations,
 * we use the same compilation and runtime for constant folding as we would
 * use for actual instruction execution.
 *
 * @param bop high-level operator
 * @return literal op
 */
private LiteralOp evalScalarOperation(Hop bop) {
    // Timing time = new Timing( true );
    DataOp tmpWrite = new DataOp(TMP_VARNAME, bop.getDataType(), bop.getValueType(), bop, DataOpTypes.TRANSIENTWRITE, TMP_VARNAME);
    // generate runtime instruction
    Dag<Lop> dag = new Dag<>();
    // prevent lops reuse
    Recompiler.rClearLops(tmpWrite);
    // reconstruct lops
    Lop lops = tmpWrite.constructLops();
    lops.addToDag(dag);
    ArrayList<Instruction> inst = dag.getJobs(null, ConfigurationManager.getDMLConfig());
    // execute instructions
    ExecutionContext ec = getExecutionContext();
    ProgramBlock pb = getProgramBlock();
    pb.setInstructions(inst);
    pb.execute(ec);
    // get scalar result (check before invocation) and create literal according
    // to observed scalar output type (not hop type) for runtime consistency
    ScalarObject so = (ScalarObject) ec.getVariable(TMP_VARNAME);
    LiteralOp literal = null;
    switch(so.getValueType()) {
        case DOUBLE:
            literal = new LiteralOp(so.getDoubleValue());
            break;
        case INT:
            literal = new LiteralOp(so.getLongValue());
            break;
        case BOOLEAN:
            literal = new LiteralOp(so.getBooleanValue());
            break;
        case STRING:
            literal = new LiteralOp(so.getStringValue());
            break;
        default:
            throw new HopsException("Unsupported literal value type: " + bop.getValueType());
    }
    // cleanup
    tmpWrite.getInput().clear();
    bop.getParent().remove(tmpWrite);
    pb.setInstructions(null);
    ec.getVariables().removeAll();
    // set literal properties (scalar)
    HopRewriteUtils.setOutputParametersForScalar(literal);
    return literal;
}

Example 14 with ScalarObject

use of org.apache.sysml.runtime.instructions.cp.ScalarObject in project incubator-systemml by apache.

the class InterProceduralAnalysis method populateLocalVariableMapForFunctionCall.

private static void populateLocalVariableMapForFunctionCall(FunctionStatement fstmt, FunctionOp fop, LocalVariableMap callvars, LocalVariableMap vars, FunctionCallSizeInfo fcallSizes) {
    ArrayList<DataIdentifier> inputVars = fstmt.getInputParams();
    ArrayList<Hop> inputOps = fop.getInput();
    String fkey = fop.getFunctionKey();
    for (int i = 0; i < inputVars.size(); i++) {
        // create mapping between input hops and vars
        DataIdentifier dat = inputVars.get(i);
        Hop input = inputOps.get(i);
        if (input.getDataType() == DataType.MATRIX) {
            // propagate matrix characteristics
            MatrixObject mo = new MatrixObject(ValueType.DOUBLE, null);
            MatrixCharacteristics mc = new MatrixCharacteristics(input.getDim1(), input.getDim2(), ConfigurationManager.getBlocksize(), ConfigurationManager.getBlocksize(), fcallSizes.isSafeNnz(fkey, i) ? input.getNnz() : -1);
            MetaDataFormat meta = new MetaDataFormat(mc, null, null);
            mo.setMetaData(meta);
            vars.put(dat.getName(), mo);
        } else if (input.getDataType() == DataType.SCALAR) {
            // (for multiple calls, literal equivalence already checked)
            if (input instanceof LiteralOp) {
                vars.put(dat.getName(), ScalarObjectFactory.createScalarObject(input.getValueType(), (LiteralOp) input));
            } else // and input scalar is existing variable in symbol table
            if (PROPAGATE_SCALAR_VARS_INTO_FUN && fcallSizes.getFunctionCallCount(fkey) == 1 && input instanceof DataOp) {
                Data scalar = callvars.get(input.getName());
                if (scalar != null && scalar instanceof ScalarObject) {
                    vars.put(dat.getName(), scalar);
                }
            }
        }
    }
}

Example 15 with ScalarObject

use of org.apache.sysml.runtime.instructions.cp.ScalarObject in project incubator-systemml by apache.

the class LiteralReplacement method getIntValueDataLiteral.

private static long getIntValueDataLiteral(Hop hop, LocalVariableMap vars) {
    long value = -1;
    try {
        if (hop instanceof LiteralOp) {
            value = HopRewriteUtils.getIntValue((LiteralOp) hop);
        } else if (hop instanceof UnaryOp && ((UnaryOp) hop).getOp() == OpOp1.NROW) {
            // get the dimension information from the matrix object because the hop
            // dimensions might not have been updated during recompile
            MatrixObject mo = (MatrixObject) vars.get(hop.getInput().get(0).getName());
            value = mo.getNumRows();
        } else if (hop instanceof UnaryOp && ((UnaryOp) hop).getOp() == OpOp1.NCOL) {
            // get the dimension information from the matrix object because the hop
            // dimensions might not have been updated during recompile
            MatrixObject mo = (MatrixObject) vars.get(hop.getInput().get(0).getName());
            value = mo.getNumColumns();
        } else {
            ScalarObject sdat = (ScalarObject) vars.get(hop.getName());
            value = sdat.getLongValue();
        }
    } catch (HopsException ex) {
        throw new DMLRuntimeException("Failed to get int value for literal replacement", ex);
    }
    return value;
}