@Override
public Object execute(Frame frame) {
RAny lhsVal = (RAny) lhs.execute(frame);
RAny rowVal = (RAny) rowExpr.execute(frame);
boolean dropVal =
dropExpr.executeLogical(frame)
!= RLogical.FALSE; // FIXME: what is the correct execution order of these args?
int exactVal = exactExpr.executeLogical(frame);
if (!(lhsVal instanceof RArray)) {
throw RError.getObjectNotSubsettable(ast, lhsVal.typeOf());
}
RArray array = (RArray) lhsVal;
int[] dim = array.dimensions();
if (dim == null || dim.length != 2) {
throw RError.getIncorrectDimensions(getAST());
}
int m = dim[0];
int n = dim[1];
try {
int row;
if (rowVal instanceof ScalarIntImpl) {
row = ((ScalarIntImpl) rowVal).getInt();
} else if (rowVal instanceof ScalarDoubleImpl) {
row = Convert.double2int(((ScalarDoubleImpl) rowVal).getDouble());
} else {
throw new UnexpectedResultException(null);
}
if (row > n || row <= 0) {
throw new UnexpectedResultException(null);
}
int[] ndim;
if (dropVal) {
ndim = null;
} else {
ndim = new int[] {1, n};
}
// note: also could be lazy here
RArray res = Utils.createArray(array, n, ndim, null, null); // drop attributes
int offset = row - 1;
for (int i = 0; i < n; i++) {
res.set(i, array.getRef(offset));
offset += m;
}
return res;
} catch (UnexpectedResultException e) {
SelectorNode selIExpr = Selector.createSelectorNode(ast, true, rowExpr);
SelectorNode selJExpr = Selector.createSelectorNode(ast, true, null);
MatrixRead nn = new MatrixRead(ast, true, lhs, selIExpr, selJExpr, dropExpr, exactExpr);
replace(nn, "install MatrixRead from MatrixRowSubset");
Selector selI = selIExpr.executeSelector(rowVal);
Selector selJ = selJExpr.executeSelector(frame);
return nn.executeLoop(array, selI, selJ, dropVal, exactVal);
}
}
@Override public RNode create(ASTNode call, RSymbol[] names, RNode[] exprs) {
ArgumentInfo ia = check(call, names, exprs);
boolean product = false;
if (ia.provided("FUN")) {
RNode fnode = exprs[ia.position("FUN")];
if (fnode instanceof Constant) {
RAny value = ((Constant) fnode).execute(null);
if (value instanceof RString) {
RString str = (RString) value;
if (str.size() == 1) {
if (str.getString(0).equals("*")) {
product = true;
}
}
}
}
} else {
product = true;
}
if (product) {
return new MatrixOperation.OuterProduct(call, exprs[ia.position("X")], exprs[ia.position("Y")]);
}
int cnArgs = 2 + names.length - 3; // "-2" because both FUN, X, Y
RSymbol[] cnNames = new RSymbol[cnArgs];
RNode[] cnExprs = new RNode[cnArgs];
cnNames[0] = null;
ValueProvider xArgProvider = new ValueProvider(call);
cnExprs[0] = xArgProvider;
ValueProvider yArgProvider = new ValueProvider(call);
cnExprs[1] = yArgProvider;
ValueProvider[] constantArgProviders = new ValueProvider[cnArgs];
int j = 0;
for (int i = 0; i < names.length; i++) {
if (ia.position("X") == i || ia.position("Y") == i || ia.position("FUN") == i) {
continue;
}
cnNames[2 + j] = names[i];
ValueProvider vp = new ValueProvider(call);
cnExprs[2 + j] = vp;
constantArgProviders[j] = vp;
j++;
}
RNode funExpr = exprs[ia.position("FUN")];
final CallableProvider callableProvider = new CallableProvider(funExpr.getAST(), funExpr);
final RNode callNode = FunctionCall.getFunctionCall(call, callableProvider, cnNames, cnExprs);
final int posX = ia.position("X");
final int posY = ia.position("Y");
final int posFUN = ia.position("FUN");
return new OuterBuiltIn(call, names, exprs, callNode, callableProvider, xArgProvider, yArgProvider, constantArgProviders) {
@Override public RAny doBuiltIn(Frame frame, RAny[] args) {
RAny argx = null;
RAny argy = null;
RAny argfun = null;
int k = 0;
for (int i = 0; i < args.length; i++) {
if (i == posX) {
argx = args[i];
} else if (i == posY) {
argy = args[i];
} else if (i == posFUN) {
argfun = args[i];
} else {
constantArgProviders[k].setValue(args[i]);
k++;
}
}
return outer(frame, argx, argy, argfun);
}
};
}
public RAny outer(Frame frame, RAny xarg, RAny yarg, RAny farg) {
// LICENSE: transcribed code from GNU R, which is licensed under GPL
if (!(xarg instanceof RArray && yarg instanceof RArray)) {
Utils.nyi("unsupported type");
return null;
}
RArray x = (RArray) xarg;
RArray y = (RArray) yarg;
int xsize = x.size();
int ysize = y.size();
RArray expy;
RArray expx;
if (EAGER) {
x = x.materialize(); // FIXME: probably unnecessary (both x and y), could be done on-the-fly in the expansion methods
y = y.materialize();
if (y instanceof DoubleImpl) {
expy = expandYVector((DoubleImpl) y, ysize, xsize);
} else if (y instanceof IntImpl) {
expy = expandYVector((IntImpl) y, ysize, xsize);
} else {
expy = expandYVector(y, ysize, xsize);
}
if (xsize > 0) {
if (x instanceof DoubleImpl) {
expx = expandXVector((DoubleImpl) x, xsize, ysize);
} else if (x instanceof IntImpl) {
expx = expandXVector((IntImpl) x, xsize, ysize);
} else {
expx = expandXVector(x, xsize, ysize);
}
} else {
expx = x;
}
} else {
if (y instanceof RInt) {
expy = lazyExpandYVector((RInt) y, ysize, xsize);
} else {
throw Utils.nyi();
}
if (xsize > 0) {
if (x instanceof RInt) {
expx = lazyExpandXVector((RInt) x, xsize, ysize);
} else {
throw Utils.nyi();
}
} else {
expx = x;
}
}
xArgProvider.setValue(expx);
yArgProvider.setValue(expy);
callableProvider.matchAndSet(frame, farg);
RArray res = (RArray) callNode.execute(frame);
int[] dimx = x.dimensions();
int[] dimy = y.dimensions();
int[] dim;
if (dimx == null) {
if (dimy == null) {
dim = new int[]{xsize, ysize};
} else {
dim = new int[1 + dimy.length];
dim[0] = xsize;
System.arraycopy(dimy, 0, dim, 1, dimy.length);
}
} else {
if (dimy == null) {
dim = new int[dimx.length + 1];
System.arraycopy(dimx, 0, dim, 0, dimx.length);
dim[dimx.length] = ysize;
} else {
dim = new int[dimx.length + dimy.length];
System.arraycopy(dimx, 0, dim, 0, dimx.length);
System.arraycopy(dimy, 0, dim, dimx.length, dimy.length);
}
}
return res.setDimensions(dim); // triggers materialization of the result
}
@Override
public Object execute(Frame frame) {
RAny lhsVal = (RAny) lhs.execute(frame);
Object rowFromVal = rowFromExpr.execute(frame);
Object rowToVal = rowToExpr.execute(frame);
Object colFromVal = colFromExpr.execute(frame);
Object colToVal = colToExpr.execute(frame);
boolean dropVal =
dropExpr.executeLogical(frame)
!= RLogical.FALSE; // FIXME: what is the correct execution order of these args?
int exactVal = exactExpr.executeLogical(frame);
if (!(lhsVal instanceof RArray)) {
throw RError.getObjectNotSubsettable(ast, lhsVal.typeOf());
}
RArray array = (RArray) lhsVal;
try {
int rowFrom = extractLimit(rowFromVal); // zero-based
int rowTo = extractLimit(rowToVal);
int colFrom = extractLimit(colFromVal);
int colTo = extractLimit(colToVal);
int[] dim = array.dimensions();
if (dim == null || dim.length != 2) {
throw RError.getIncorrectDimensions(getAST());
}
int m = dim[0];
int n = dim[1];
int rowStep;
int rowSize;
if (rowFrom <= rowTo) {
rowStep = 1;
if (rowTo > m) {
throw new UnexpectedResultException(null);
}
rowSize = rowTo - rowFrom + 1;
} else {
rowStep = -1;
if (rowFrom > m) {
throw new UnexpectedResultException(null);
}
rowSize = rowFrom - rowTo + 1;
}
int colStep;
int colSize;
if (colFrom <= colTo) {
colStep = 1;
if (colTo > n) {
throw new UnexpectedResultException(null);
}
colSize = colTo - colFrom + 1;
} else {
colStep = -1;
if (colFrom > n) {
throw new UnexpectedResultException(null);
}
colSize = colFrom - colTo + 1;
}
int[] ndim;
if (!dropVal || (rowSize > 1 && colSize > 1)) {
ndim = new int[] {rowSize, colSize};
} else {
ndim = null;
}
int size = rowSize * colSize;
RArray res = Utils.createArray(array, size, ndim, null, null); // drop attributes
if (colStep == 1 && rowStep == 1) {
int j = colFrom * m + rowFrom; // j - index to source matrix
int jmax = j + rowSize;
int jadvance = m - rowSize;
for (int i = 0; i < size; i++) {
res.set(i, array.getRef(j++)); // i - index to target matrix
if (j == jmax) {
j += jadvance;
jmax += m;
}
}
} else {
int i = 0;
// NOTE: here we know that colFrom != colTo and rowFrom != rowTo
for (int col = colFrom; col != colTo + colStep; col += colStep) {
for (int row = rowFrom; row != rowTo + rowStep; row += rowStep) {
res.set(i++, array.getRef(col * m + row));
}
}
}
return res;
} catch (UnexpectedResultException e) {
// FIXME: clean this up; does Colon need to be package-private?
ASTNode rowAST = rowFromExpr.getAST().getParent();
Builtin rowColon =
(Builtin)
Primitives.getCallFactory(RSymbol.getSymbol(":"), null)
.create(rowAST, rowFromExpr, rowToExpr);
SelectorNode selIExpr = Selector.createSelectorNode(rowAST, true, rowColon);
ASTNode colAST = colFromExpr.getAST().getParent();
Builtin colColon =
(Builtin)
Primitives.getCallFactory(RSymbol.getSymbol(":"), null)
.create(colAST, colFromExpr, colToExpr);
SelectorNode selJExpr = Selector.createSelectorNode(ast, true, colColon);
MatrixRead nn = new MatrixRead(ast, true, lhs, selIExpr, selJExpr, dropExpr, exactExpr);
replace(nn, "install MatrixRead from MatrixSequenceSubset");
Selector selI =
selIExpr.executeSelector(
rowColon.doBuiltIn(frame, new RAny[] {(RAny) rowFromVal, (RAny) rowToVal}));
Selector selJ =
selJExpr.executeSelector(
colColon.doBuiltIn(frame, new RAny[] {(RAny) colFromVal, (RAny) colToVal}));
return nn.executeLoop(array, selI, selJ, dropVal, exactVal);
}
}
@Override
public Object execute(Frame frame) {
RAny lhsVal = (RAny) lhs.execute(frame);
RAny colVal = (RAny) columnExpr.execute(frame);
boolean dropVal =
dropExpr.executeLogical(frame)
!= RLogical.FALSE; // FIXME: what is the correct execution order of these args?
int exactVal = exactExpr.executeLogical(frame);
// TODO: GNU-R has different behavior when selecting from arrays that have some dimension zero
if (!(lhsVal instanceof RArray)) {
throw RError.getObjectNotSubsettable(ast, lhsVal.typeOf());
}
RArray array = (RArray) lhsVal;
int[] dim = array.dimensions();
if (dim == null || dim.length != nSelectors) {
throw RError.getIncorrectDimensions(getAST());
}
int n = dim[nSelectors - 1]; // limit for the column (last dimension)
try {
int col;
if (colVal instanceof ScalarIntImpl) {
col = ((ScalarIntImpl) colVal).getInt();
} else if (colVal instanceof ScalarDoubleImpl) {
col = Convert.double2int(((ScalarDoubleImpl) colVal).getDouble());
} else {
throw new UnexpectedResultException(null);
}
if (col > n || col <= 0) {
throw new UnexpectedResultException(null);
}
int[] ndim;
int m; // size of the result
if (dropVal) {
boolean hasNonTrivialDimension = false;
boolean resultIsVector = true;
m = 1;
for (int i = 0; i < nSelectors - 1; i++) {
int d = dim[i];
if (d != 1) {
if (hasNonTrivialDimension) {
resultIsVector = false;
} else {
hasNonTrivialDimension = true;
}
}
m *= d;
}
if (resultIsVector) {
ndim = null;
} else {
ndim = new int[nSelectors - 1];
System.arraycopy(dim, 0, ndim, 0, ndim.length);
}
} else {
ndim = new int[nSelectors];
ndim[nSelectors - 1] = 1;
m = 1;
for (int i = 0; i < ndim.length - 1; i++) {
int d = dim[i];
ndim[i] = d;
m *= d;
}
}
// note: also could be lazy here
RArray res = Utils.createArray(array, m, ndim, null, null); // drop attributes
int offset = (col - 1) * m; // note: col is 1-based
for (int i = 0; i < m; i++) {
res.set(i, array.getRef(offset + i));
}
return res;
} catch (UnexpectedResultException e) {
SelectorNode[] selectorExprs = new SelectorNode[nSelectors];
for (int i = 0; i < nSelectors - 1; i++) {
selectorExprs[i] = Selector.createSelectorNode(ast, true, null);
}
selectorExprs[nSelectors - 1] = Selector.createSelectorNode(ast, true, columnExpr);
GenericRead gr = new GenericRead(ast, true, lhs, selectorExprs, dropExpr, exactExpr);
replace(gr, "install GenericRead from ArrayColumnSubset");
for (int i = 0; i < nSelectors - 1; i++) {
gr.selectorVals[i] = selectorExprs[i].executeSelector(frame);
}
gr.selectorVals[nSelectors - 1] = selectorExprs[nSelectors - 1].executeSelector(colVal);
return gr.executeLoop(array, dropVal, exactVal);
}
}
@Override
public final Object execute(Frame frame) {
RAny leftValue = (RAny) left.execute(frame);
RAny rightValue = (RAny) right.execute(frame);
return execute(leftValue, rightValue);
}