/* * R : A Computer Language for Statistical Data Analysis * Copyright (C) 1995, 1996 Robert Gentleman and Ross Ihaka * Copyright (C) 1998-2006 The R Development Core Team. * Copyright (C) 2004 The R Foundation * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 2 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 51 Franklin Street Fifth Floor, Boston, MA 02110-1301 USA */ /* char here is handled as a whole string. Does rely on strcoll being correct. */ #ifdef HAVE_CONFIG_H #include #endif #include /* => Utils.h with the protos from here */ #include /*--- Part I: Comparison Utilities ---*/ static int icmp(int x, int y, Rboolean nalast) { if (x == NA_INTEGER && y == NA_INTEGER) return 0; if (x == NA_INTEGER)return nalast?1:-1; if (y == NA_INTEGER)return nalast?-1:1; if (x < y) return -1; if (x > y) return 1; return 0; } static int rcmp(double x, double y, Rboolean nalast) { int nax = ISNAN(x), nay = ISNAN(y); if (nax && nay) return 0; if (nax) return nalast?1:-1; if (nay) return nalast?-1:1; if (x < y) return -1; if (x > y) return 1; return 0; } static int ccmp(Rcomplex x, Rcomplex y, Rboolean nalast) { int nax = ISNAN(x.r), nay = ISNAN(y.r); /* compare real parts */ if (nax && nay) return 0; if (nax) return nalast?1:-1; if (nay) return nalast?-1:1; if (x.r < y.r) return -1; if (x.r > y.r) return 1; /* compare complex parts */ nax = ISNAN(x.i); nay = ISNAN(y.i); if (nax && nay) return 0; if (nax) return nalast?1:-1; if (nay) return nalast?-1:1; if (x.i < y.i) return -1; if (x.i > y.i) return 1; return 0; /* equal */ } static int scmp(SEXP x, SEXP y, Rboolean nalast) { if (x == NA_STRING && y == NA_STRING) return 0; if (x == NA_STRING) return nalast?1:-1; if (y == NA_STRING) return nalast?-1:1; return STRCOLL(CHAR(x), CHAR(y)); } Rboolean isUnsorted(SEXP x) { int n, i; if (!isVectorAtomic(x)) error(_("only atomic vectors can be tested to be sorted")); n = LENGTH(x); if(n >= 2) switch (TYPEOF(x)) { /* NOTE: x must have no NAs {is.na(.) in R}; hence be faster than `rcmp()', `icmp()' for these two cases */ case LGLSXP: case INTSXP: for(i = 0; i+1 < n ; i++) if(INTEGER(x)[i] > INTEGER(x)[i+1]) return TRUE; break; case REALSXP: for(i = 0; i+1 < n ; i++) if(REAL(x)[i] > REAL(x)[i+1]) return TRUE; break; case CPLXSXP: for(i = 0; i+1 < n ; i++) if(ccmp(COMPLEX(x)[i], COMPLEX(x)[i+1], TRUE) > 0) return TRUE; break; case STRSXP: for(i = 0; i+1 < n ; i++) if(scmp(STRING_ELT(x, i ), STRING_ELT(x,i+1), TRUE) > 0) return TRUE; break; default: UNIMPLEMENTED_TYPE("isUnsorted", x); } return FALSE;/* sorted */ } SEXP attribute_hidden do_isunsorted(SEXP call, SEXP op, SEXP args, SEXP rho) { SEXP ans; checkArity(op, args); ans = allocVector(LGLSXP, 1); LOGICAL(ans)[0] = isUnsorted(CAR(args)); return ans; } /*--- Part II: Complete (non-partial) Sorting ---*/ /* SHELLsort -- corrected from R. Sedgewick `Algorithms in C' * (version of BDR's lqs():*/ #define sort_body \ Rboolean nalast=TRUE; \ int i, j, h; \ \ for (h = 1; h <= n / 9; h = 3 * h + 1); \ for (; h > 0; h /= 3) \ for (i = h; i < n; i++) { \ v = x[i]; \ j = i; \ while (j >= h && TYPE_CMP(x[j - h], v, nalast) > 0) \ { x[j] = x[j - h]; j -= h; } \ x[j] = v; \ } void R_isort(int *x, int n) { int v; #define TYPE_CMP icmp sort_body #undef TYPE_CMP } void R_rsort(double *x, int n) { double v; #define TYPE_CMP rcmp sort_body #undef TYPE_CMP } void R_csort(Rcomplex *x, int n) { Rcomplex v; #define TYPE_CMP ccmp sort_body #undef TYPE_CMP } /* used in platform.c */ void attribute_hidden ssort(SEXP *x, int n) { SEXP v; #define TYPE_CMP scmp sort_body #undef TYPE_CMP } void rsort_with_index(double *x, int *indx, int n) { double v; int i, j, h, iv; for (h = 1; h <= n / 9; h = 3 * h + 1); for (; h > 0; h /= 3) for (i = h; i < n; i++) { v = x[i]; iv = indx[i]; j = i; while (j >= h && rcmp(x[j - h], v, TRUE) > 0) { x[j] = x[j - h]; indx[j] = indx[j-h]; j -= h; } x[j] = v; indx[j] = iv; } } void revsort(double *a, int *ib, int n) { /* Sort a[] into descending order by "heapsort"; * sort ib[] alongside; * if initially, ib[] = 1...n, it will contain the permutation finally */ int l, j, ir, i; double ra; int ii; if (n <= 1) return; a--; ib--; l = (n >> 1) + 1; ir = n; for (;;) { if (l > 1) { l = l - 1; ra = a[l]; ii = ib[l]; } else { ra = a[ir]; ii = ib[ir]; a[ir] = a[1]; ib[ir] = ib[1]; if (--ir == 1) { a[1] = ra; ib[1] = ii; return; } } i = l; j = l << 1; while (j <= ir) { if (j < ir && a[j] > a[j + 1]) ++j; if (ra > a[j]) { a[i] = a[j]; ib[i] = ib[j]; j += (i = j); } else j = ir + 1; } a[i] = ra; ib[i] = ii; } } SEXP attribute_hidden do_sort(SEXP call, SEXP op, SEXP args, SEXP rho) { SEXP ans; Rboolean decreasing; checkArity(op, args); decreasing = asLogical(CADR(args)); if(decreasing == NA_LOGICAL) error(_("'decreasing' must be TRUE or FALSE")); if(CAR(args) == R_NilValue) return R_NilValue; if(!isVectorAtomic(CAR(args))) errorcall(call, _("only atomic vectors can be sorted")); if(TYPEOF(CAR(args)) == RAWSXP) errorcall(call, _("raw vectors cannot be sorted")); /* we need consistent behaviour here, including dropping attibutes, so as from 2.3.0 we always duplicate. */ ans = duplicate(CAR(args)); SET_ATTRIB(ans, R_NilValue); /* this is never called with names */ sortVector(ans, decreasing); return(ans); } /* faster versions of shellsort, following Sedgewick (1986) */ static const int incs[16] = {1073790977, 268460033, 67121153, 16783361, 4197377, 1050113, 262913, 65921, 16577, 4193, 1073, 281, 77, 23, 8, 1}; #define sort2_body \ for (h = incs[t]; t < 16; h = incs[++t]) \ for (i = h; i < n; i++) { \ v = x[i]; \ j = i; \ while (j >= h && x[j - h] less v) { x[j] = x[j - h]; j -= h; } \ x[j] = v; \ } static void R_isort2(int *x, int n, Rboolean decreasing) { int v; int i, j, h, t; for (t = 0; incs[t] > n; t++); if(decreasing) #define less < sort2_body #undef less else #define less > sort2_body #undef less } static void R_rsort2(double *x, int n, Rboolean decreasing) { double v; int i, j, h, t; for (t = 0; incs[t] > n; t++); if(decreasing) #define less < sort2_body #undef less else #define less > sort2_body #undef less } static void R_csort2(Rcomplex *x, int n, Rboolean decreasing) { Rcomplex v; int i, j, h, t; for (t = 0; incs[t] > n; t++); for (h = incs[t]; t < 16; h = incs[++t]) for (i = h; i < n; i++) { v = x[i]; j = i; if(decreasing) while (j >= h && (x[j - h].r < v.r || (x[j - h].r == v.r && x[j - h].i < v.i))) { x[j] = x[j - h]; j -= h; } else while (j >= h && (x[j - h].r > v.r || (x[j - h].r == v.r && x[j - h].i > v.i))) { x[j] = x[j - h]; j -= h; } x[j] = v; } } static void ssort2(SEXP *x, int n, Rboolean decreasing) { SEXP v; int i, j, h, t; for (t = 0; incs[t] > n; t++); for (h = incs[t]; t < 16; h = incs[++t]) for (i = h; i < n; i++) { v = x[i]; j = i; if(decreasing) while (j >= h && scmp(x[j - h], v, TRUE) < 0) { x[j] = x[j - h]; j -= h; } else while (j >= h && scmp(x[j - h], v, TRUE) > 0) { x[j] = x[j - h]; j -= h; } x[j] = v; } } void sortVector(SEXP s, Rboolean decreasing) { int n = LENGTH(s); if (n >= 2 && (decreasing || isUnsorted(s))) switch (TYPEOF(s)) { case LGLSXP: case INTSXP: R_isort2(INTEGER(s), n, decreasing); break; case REALSXP: R_rsort2(REAL(s), n, decreasing); break; case CPLXSXP: R_csort2(COMPLEX(s), n, decreasing); break; case STRSXP: ssort2(STRING_PTR(s), n, decreasing); break; default: UNIMPLEMENTED_TYPE("sortVector", s); } } /*--- Part III: Partial Sorting ---*/ /* Partial sort so that x[k] is in the correct place, smaller to left, larger to right NOTA BENE: k < n required, and *not* checked here but in do_psort(); ----- infinite loop possible otherwise! */ #define psort_body \ Rboolean nalast=TRUE; \ int L, R, i, j; \ \ for (L = lo, R = hi; L < R; ) { \ v = x[k]; \ for(i = L, j = R; i <= j;) { \ while (TYPE_CMP(x[i], v, nalast) < 0) i++; \ while (TYPE_CMP(v, x[j], nalast) < 0) j--; \ if (i <= j) { w = x[i]; x[i++] = x[j]; x[j--] = w; }\ } \ if (j < k) L = i; \ if (k < i) R = j; \ } static void iPsort2(int *x, int lo, int hi, int k) { int v, w; #define TYPE_CMP icmp psort_body #undef TYPE_CMP } static void rPsort2(double *x, int lo, int hi, int k) { double v, w; #define TYPE_CMP rcmp psort_body #undef TYPE_CMP } static void cPsort2(Rcomplex *x, int lo, int hi, int k) { Rcomplex v, w; #define TYPE_CMP ccmp psort_body #undef TYPE_CMP } static void sPsort2(SEXP *x, int lo, int hi, int k) { SEXP v, w; #define TYPE_CMP scmp psort_body #undef TYPE_CMP } /* elements of ind are 1-based, lo and hi are 0-based */ static void Psort(SEXP x, int lo, int hi, int k) { /* Rprintf("looking for index %d in (%d, %d)\n", k, lo, hi);*/ switch (TYPEOF(x)) { case LGLSXP: case INTSXP: iPsort2(INTEGER(x), lo, hi, k); break; case REALSXP: rPsort2(REAL(x), lo, hi, k); break; case CPLXSXP: cPsort2(COMPLEX(x), lo, hi, k); break; case STRSXP: sPsort2(STRING_PTR(x), lo, hi, k); break; default: UNIMPLEMENTED_TYPE("Psort", x); } } static void Psort0(SEXP x, int lo, int hi, int *ind, int k) { if(k < 1 || hi-lo < 1) return; if(k <= 1) Psort(x, lo, hi, ind[0]-1); else { /* Look for index nearest the centre of the range */ int i, this = 0, mid = (lo+hi)/2, z; for(i = 0; i < k; i++) if(ind[i]-1 <= mid) this = i; z = ind[this]-1; Psort(x, lo, hi, z); Psort0(x, lo, z-1, ind, this); Psort0(x, z+1, hi, ind+this+1, k-this-1); } } /* Needed for mistaken decision to put these in the API */ void iPsort(int *x, int n, int k) { iPsort2(x, 0, n-1, k); } void rPsort(double *x, int n, int k) { rPsort2(x, 0, n-1, k); } void cPsort(Rcomplex *x, int n, int k) { cPsort2(x, 0, n-1, k); } /* FUNCTION psort(x, indices) */ SEXP attribute_hidden do_psort(SEXP call, SEXP op, SEXP args, SEXP rho) { int i, k, n; int *l; checkArity(op, args); if (!isVectorAtomic(CAR(args))) errorcall(call, _("only atomic vectors can be sorted")); if(TYPEOF(CAR(args)) == RAWSXP) errorcall(call, _("raw vectors cannot be sorted")); n = LENGTH(CAR(args)); SETCADR(args, coerceVector(CADR(args), INTSXP)); l = INTEGER(CADR(args)); k = LENGTH(CADR(args)); for (i = 0; i < k; i++) { if (l[i] == NA_INTEGER) errorcall(call, _("NA index")); if (l[i] < 1 || l[i] > n) errorcall(call, _("index %d outside bounds"), l[i]); } SETCAR(args, duplicate(CAR(args))); SET_ATTRIB(CAR(args), R_NilValue); /* remove all attributes */ Psort0(CAR(args), 0, n - 1, l, k); return CAR(args); } /*--- Part IV : Rank & Order ---*/ static int equal(int i, int j, SEXP x, Rboolean nalast) { int c=-1; switch (TYPEOF(x)) { case LGLSXP: case INTSXP: c = icmp(INTEGER(x)[i], INTEGER(x)[j], nalast); break; case REALSXP: c = rcmp(REAL(x)[i], REAL(x)[j], nalast); break; case CPLXSXP: c = ccmp(COMPLEX(x)[i], COMPLEX(x)[j], nalast); break; case STRSXP: c = scmp(STRING_ELT(x, i), STRING_ELT(x, j), nalast); break; default: UNIMPLEMENTED_TYPE("equal", x); break; } if (c == 0) return 1; return 0; } static int greater(int i, int j, SEXP x, Rboolean nalast, Rboolean decreasing) { int c = -1; switch (TYPEOF(x)) { case LGLSXP: case INTSXP: c = icmp(INTEGER(x)[i], INTEGER(x)[j], nalast); break; case REALSXP: c = rcmp(REAL(x)[i], REAL(x)[j], nalast); break; case CPLXSXP: c = ccmp(COMPLEX(x)[i], COMPLEX(x)[j], nalast); break; case STRSXP: c = scmp(STRING_ELT(x, i), STRING_ELT(x, j), nalast); break; default: UNIMPLEMENTED_TYPE("greater", x); break; } if (decreasing) c = -c; if (c > 0 || (c == 0 && j < i)) return 1; else return 0; } /* listgreater(): used as greater_sub in orderVector() in do_order(...) */ static int listgreater(int i, int j, SEXP key, Rboolean nalast, Rboolean decreasing) { SEXP x; int c = -1; while (key != R_NilValue) { x = CAR(key); switch (TYPEOF(x)) { case LGLSXP: case INTSXP: c = icmp(INTEGER(x)[i], INTEGER(x)[j], nalast); break; case REALSXP: c = rcmp(REAL(x)[i], REAL(x)[j], nalast); break; case CPLXSXP: c = ccmp(COMPLEX(x)[i], COMPLEX(x)[j], nalast); break; case STRSXP: c = scmp(STRING_ELT(x, i), STRING_ELT(x, j), nalast); break; default: UNIMPLEMENTED_TYPE("listgreater", x); } if (decreasing) c = -c; if (c > 0) return 1; if (c < 0) return 0; key = CDR(key); } if (c == 0 && i < j) return 0; else return 1; } /* Needs indx set to 1...n initially */ static void orderVector(int *indx, int n, SEXP key, Rboolean nalast, Rboolean decreasing, int greater_sub()) { int i, j, h, t; int itmp; for (t = 0; incs[t] > n; t++); for (h = incs[t]; t < 16; h = incs[++t]) for (i = h; i < n; i++) { itmp = indx[i]; j = i; while (j >= h && greater_sub(indx[j - h], itmp, key, nalast^decreasing, decreasing)) { indx[j] = indx[j - h]; j -= h; } indx[j] = itmp; } } #define sort2_with_index \ for (h = incs[t]; t < 16; h = incs[++t]) \ for (i = lo + h; i <= hi; i++) { \ itmp = indx[i]; \ j = i; \ while (j >= lo + h && less(indx[j - h], itmp)) { \ indx[j] = indx[j - h]; j -= h; } \ indx[j] = itmp; \ } /* Needs indx set to 1...n initially. Also used by do_options. */ void attribute_hidden orderVector1(int *indx, int n, SEXP key, Rboolean nalast, Rboolean decreasing) { int c, i, j, h, t, lo = 0, hi = n-1; int itmp, *isna, numna = 0; int *ix = NULL /* -Wall */; double *x = NULL /* -Wall */; Rcomplex *cx = NULL /* -Wall */; SEXP *sx = NULL /* -Wall */; switch (TYPEOF(key)) { case LGLSXP: case INTSXP: ix = INTEGER(key); break; case REALSXP: x = REAL(key); break; case STRSXP: sx = STRING_PTR(key); break; case CPLXSXP: cx = COMPLEX(key); break; } /* First sort NAs to one end */ isna = (int *) malloc(n * sizeof(int)); switch (TYPEOF(key)) { case LGLSXP: case INTSXP: for (i = 0; i < n; i++) isna[i] = (ix[i] == NA_INTEGER); break; case REALSXP: for (i = 0; i < n; i++) isna[i] = ISNAN(x[i]); break; case STRSXP: for (i = 0; i < n; i++) isna[i] = (sx[i] == NA_STRING); break; case CPLXSXP: for (i = 0; i < n; i++) isna[i] = ISNAN(cx[i].r) || ISNAN(cx[i].i); break; default: UNIMPLEMENTED_TYPE("orderVector1", key); } for (i = 0; i < n; i++) numna += isna[i]; if(numna) switch (TYPEOF(key)) { case LGLSXP: case INTSXP: case REALSXP: case STRSXP: case CPLXSXP: if (!nalast) for (i = 0; i < n; i++) isna[i] = !isna[i]; for (t = 0; incs[t] > n; t++); #define less(a, b) (isna[a] > isna[b] || (isna[a] == isna[b] && a > b)) sort2_with_index #undef less if(nalast) hi -= numna; else lo += numna; } /* Shell sort isn't stable, so add test on index */ for (t = 0; incs[t] > hi-lo+1; t++); switch (TYPEOF(key)) { case LGLSXP: case INTSXP: if (decreasing) { #define less(a, b) (ix[a] < ix[b] || (ix[a] == ix[b] && a > b)) sort2_with_index #undef less } else { #define less(a, b) (ix[a] > ix[b] || (ix[a] == ix[b] && a > b)) sort2_with_index #undef less } break; case REALSXP: if (decreasing) { #define less(a, b) (x[a] < x[b] || (x[a] == x[b] && a > b)) sort2_with_index #undef less } else { #define less(a, b) (x[a] > x[b] || (x[a] == x[b] && a > b)) sort2_with_index #undef less } break; case CPLXSXP: if (decreasing) { #define less(a, b) (ccmp(cx[a], cx[b], 0) < 0 || (cx[a].r == cx[b].r && cx[a].i == cx[b].i && a > b)) sort2_with_index #undef less } else { #define less(a, b) (ccmp(cx[a], cx[b], 0) > 0 || (cx[a].r == cx[b].r && cx[a].i == cx[b].i && a > b)) sort2_with_index #undef less } break; case STRSXP: if (decreasing) #define less(a, b) (c=STRCOLL(CHAR(sx[a]),CHAR(sx[b])), c < 0 || (c == 0 && a > b)) sort2_with_index #undef less else #define less(a, b) (c=STRCOLL(CHAR(sx[a]),CHAR(sx[b])), c > 0 || (c == 0 && a > b)) sort2_with_index #undef less break; default: #define less(a, b) greater(a, b, key, nalast^decreasing, decreasing) sort2_with_index #undef less } free(isna); } /* FUNCTION order(...) */ SEXP attribute_hidden do_order(SEXP call, SEXP op, SEXP args, SEXP rho) { SEXP ap, ans; int i, n = -1, narg = 0; Rboolean nalast, decreasing; nalast = asLogical(CAR(args)); if(nalast == NA_LOGICAL) error(_("invalid '%s' value"), "na.last"); args = CDR(args); decreasing = asLogical(CAR(args)); if(decreasing == NA_LOGICAL) error(_("'decreasing' must be TRUE or FALSE")); args = CDR(args); if (args == R_NilValue) return R_NilValue; if (isVector(CAR(args))) n = LENGTH(CAR(args)); for (ap = args; ap != R_NilValue; ap = CDR(ap), narg++) { if (!isVector(CAR(ap))) errorcall(call, _("argument %d is not a vector"), narg + 1); if (LENGTH(CAR(ap)) != n) errorcall(call, _("argument lengths differ")); } ans = allocVector(INTSXP, n); if (n != 0) { for (i = 0; i < n; i++) INTEGER(ans)[i] = i; if(narg == 1) orderVector1(INTEGER(ans), n, CAR(args), nalast, decreasing); else orderVector(INTEGER(ans), n, args, nalast, decreasing, listgreater); for (i = 0; i < n; i++) INTEGER(ans)[i]++; } return ans; } /* FUNCTION: rank(x) */ SEXP attribute_hidden do_rank(SEXP call, SEXP op, SEXP args, SEXP rho) { SEXP rank, indx, x; int *in; double *rk; int i, j, k, n; char *ties_str; enum {AVERAGE, MAX, MIN} ties_kind = AVERAGE; checkArity(op, args); if (args == R_NilValue) return R_NilValue; x = CAR(args); if (!isVectorAtomic(x)) errorcall(call, _("argument is not an atomic vector")); if(TYPEOF(x) == RAWSXP) errorcall(call, _("raw vectors cannot be sorted")); n = LENGTH(x); PROTECT(indx = allocVector(INTSXP, n)); PROTECT(rank = allocVector(REALSXP, n)); UNPROTECT(2); ties_str = CHAR(STRING_ELT(coerceVector(CADR(args), STRSXP), 0)); if(!strcmp(ties_str, "average")) ties_kind = AVERAGE; else if(!strcmp(ties_str, "max")) ties_kind = MAX; else if(!strcmp(ties_str, "min")) ties_kind = MIN; else error(_("invalid ties.method for rank() [should never happen]")); if (n > 0) { in = INTEGER(indx); rk = REAL(rank); for (i = 0; i < n; i++) in[i] = i; orderVector1(in, n, x, TRUE, FALSE); i = 0; while (i < n) { j = i; while ((j < n - 1) && equal(in[j], in[j + 1], x, TRUE)) j++; if (i != j) { /* ties */ switch(ties_kind) { case AVERAGE: for (k = i; k <= j; k++) rk[in[k]] = (i + j + 2) / 2.; break; case MAX: for (k = i; k <= j; k++) rk[in[k]] = j+1; break; case MIN: for (k = i; k <= j; k++) rk[in[k]] = i+1; break; } } else rk[in[i]] = i + 1; i = j + 1; } } return rank; } #include SEXP attribute_hidden do_radixsort(SEXP call, SEXP op, SEXP args, SEXP rho) { SEXP x, ans; Rboolean nalast, decreasing; unsigned int *cnts; int i, n, tmp, xmax = NA_INTEGER, xmin = NA_INTEGER, off, napos; checkArity(op, args); x = CAR(args); nalast = asLogical(CADR(args)); if(nalast == NA_LOGICAL) error(_("invalid '%s' value"), "na.last"); decreasing = asLogical(CADDR(args)); if(decreasing == NA_LOGICAL) error(_("'decreasing' must be TRUE or FALSE")); off = nalast^decreasing ? 0 : 1; n = LENGTH(x); PROTECT(ans = allocVector(INTSXP, n)); for(i = 0; i < n; i++) { tmp = INTEGER(x)[i]; if(tmp == NA_INTEGER) continue; if(tmp < 0) errorcall(call, _("negative value in 'x'")); if(xmax == NA_INTEGER || tmp > xmax) xmax = tmp; if(xmin == NA_INTEGER || tmp < xmin) xmin = tmp; } if(xmin == NA_INTEGER) { /* all NAs, so nothing to do */ for(i = 0; i < n; i++) INTEGER(ans)[i] = i+1; UNPROTECT(1); return ans; } xmax -= xmin; if(xmax > 100000) errorcall(call, _("too large a range of values in 'x'")); napos = off ? 0 : xmax + 1; off -= xmin; /* alloca is fine here: we know this is small */ cnts = (unsigned int *) alloca((xmax+1)*sizeof(unsigned int)); R_CheckStack(); for(i = 0; i <= xmax+1; i++) cnts[i] = 0; for(i = 0; i < n; i++) { if(INTEGER(x)[i] == NA_INTEGER) cnts[napos]++; else cnts[off+INTEGER(x)[i]]++; } for(i = 1; i <= xmax+1; i++) cnts[i] += cnts[i-1]; if(decreasing) for(i = 0; i < n; i++){ tmp = INTEGER(x)[i]; INTEGER(ans)[n-(cnts[(tmp==NA_INTEGER) ? napos : off+tmp]--)] = i+1; } else for(i = n-1; i >= 0; i--) { tmp = INTEGER(x)[i]; INTEGER(ans)[--cnts[(tmp==NA_INTEGER) ? napos : off+tmp]] = i+1; } UNPROTECT(1); return ans; }