diff libinterp/parse-tree/jit-typeinfo.cc @ 24239:51e408a7d38f

jit: Move everything inside the octave namespace * libinterp/octave-value/ov-builtin.cc: Move everything inside the octave namespace * libinterp/octave-value/ov-builtin.h: Idem. * libinterp/octave-value/ov-usr-fcn.h: Idem. * libinterp/parse-tree/jit-ir.cc: Idem. * libinterp/parse-tree/jit-ir.h: Idem. * libinterp/parse-tree/jit-typeinfo.cc: Idem. * libinterp/parse-tree/jit-typeinfo.h: Idem. * libinterp/parse-tree/jit-util.cc: Idem. * libinterp/parse-tree/jit-util.h: Idem. * libinterp/parse-tree/pt-jit.cc: Idem. * libinterp/parse-tree/pt-jit.h: Idem. * libinterp/parse-tree/pt-loop.h: Idem. * libinterp/template-inst/Array-jit.cc: Idem.
author Julien Bect <jbect@users.sourceforge.net>
date Sun, 15 Oct 2017 21:08:02 +0200
parents 336f89b6208b
children ca25f6e48ca5
line wrap: on
line diff
--- a/libinterp/parse-tree/jit-typeinfo.cc	Sat Oct 07 09:59:16 2017 +0200
+++ b/libinterp/parse-tree/jit-typeinfo.cc	Sun Oct 15 21:08:02 2017 +0200
@@ -72,2175 +72,2180 @@
 #include "ov-complex.h"
 #include "ov-scalar.h"
 #include "pager.h"
-
-static llvm::LLVMContext& context = llvm::getGlobalContext ();
-
-jit_typeinfo *jit_typeinfo::instance = nullptr;
-
-std::ostream& jit_print (std::ostream& os, jit_type *atype)
-{
-  if (! atype)
-    return os << "null";
-  return os << atype->name ();
-}
-
-// function that jit code calls
-extern "C" void
-octave_jit_print_any (const char *name, octave_base_value *obv)
-{
-  obv->print_with_name (octave_stdout, name, true);
-}
-
-extern "C" void
-octave_jit_print_scalar (const char *name, double value)
-{
-  // FIXME: We should avoid allocating a new octave_scalar each time
-  octave_value ov (value);
-  ov.print_with_name (octave_stdout, name);
-}
-
-extern "C" octave_base_value*
-octave_jit_binary_any_any (octave_value::binary_op op, octave_base_value *lhs,
-                           octave_base_value *rhs)
-{
-  octave_value olhs (lhs, true);
-  octave_value orhs (rhs, true);
-  octave_value result = do_binary_op (op, olhs, orhs);
-  octave_base_value *rep = result.internal_rep ();
-  rep->grab ();
-  return rep;
-}
-
-extern "C" octave_idx_type
-octave_jit_compute_nelem (double base, double limit, double inc)
-{
-  Range rng = Range (base, limit, inc);
-  return rng.numel ();
-}
+#include "interpreter-private.h"
 
-extern "C" void
-octave_jit_release_any (octave_base_value *obv)
-{
-  obv->release ();
-}
-
-extern "C" void
-octave_jit_release_matrix (jit_matrix *m)
-{
-  delete m->array;
-}
-
-extern "C" octave_base_value *
-octave_jit_grab_any (octave_base_value *obv)
-{
-  obv->grab ();
-  return obv;
-}
-
-extern "C" jit_matrix
-octave_jit_grab_matrix (jit_matrix *m)
-{
-  return *m->array;
-}
-
-extern "C" octave_base_value *
-octave_jit_cast_any_matrix (jit_matrix *m)
-{
-  octave_value ret (*m->array);
-  octave_base_value *rep = ret.internal_rep ();
-  rep->grab ();
-  delete m->array;
-
-  return rep;
-}
-
-extern "C" jit_matrix
-octave_jit_cast_matrix_any (octave_base_value *obv)
-{
-  NDArray m = obv->array_value ();
-  obv->release ();
-  return m;
-}
-
-extern "C" octave_base_value *
-octave_jit_cast_any_range (jit_range *rng)
-{
-  Range temp (*rng);
-  octave_value ret (temp);
-  octave_base_value *rep = ret.internal_rep ();
-  rep->grab ();
-
-  return rep;
-}
-extern "C" jit_range
-octave_jit_cast_range_any (octave_base_value *obv)
+namespace octave
 {
 
-  jit_range r (obv->range_value ());
-  obv->release ();
-  return r;
-}
+  static llvm::LLVMContext& context = llvm::getGlobalContext ();
+
+  jit_typeinfo *jit_typeinfo::instance = nullptr;
+
+  std::ostream& jit_print (std::ostream& os, jit_type *atype)
+  {
+    if (! atype)
+      return os << "null";
+    return os << atype->name ();
+  }
 
-extern "C" double
-octave_jit_cast_scalar_any (octave_base_value *obv)
-{
-  double ret = obv->double_value ();
-  obv->release ();
-  return ret;
-}
+  // function that jit code calls
+  extern "C" void
+  octave_jit_print_any (const char *name, octave_base_value *obv)
+  {
+    obv->print_with_name (octave_stdout, name, true);
+  }
 
-extern "C" octave_base_value *
-octave_jit_cast_any_scalar (double value)
-{
-  return new octave_scalar (value);
-}
+  extern "C" void
+  octave_jit_print_scalar (const char *name, double value)
+  {
+    // FIXME: We should avoid allocating a new octave_scalar each time
+    octave_value ov (value);
+    ov.print_with_name (octave_stdout, name);
+  }
 
-extern "C" Complex
-octave_jit_cast_complex_any (octave_base_value *obv)
-{
-  Complex ret = obv->complex_value ();
-  obv->release ();
-  return ret;
-}
+  extern "C" octave_base_value*
+  octave_jit_binary_any_any (octave_value::binary_op op, octave_base_value *lhs,
+                             octave_base_value *rhs)
+  {
+    octave_value olhs (lhs, true);
+    octave_value orhs (rhs, true);
+    octave_value result = do_binary_op (op, olhs, orhs);
+    octave_base_value *rep = result.internal_rep ();
+    rep->grab ();
+    return rep;
+  }
 
-extern "C" octave_base_value *
-octave_jit_cast_any_complex (Complex c)
-{
-  if (c.imag () == 0)
-    return new octave_scalar (c.real ());
-  else
-    return new octave_complex (c);
-}
+  extern "C" octave_idx_type
+  octave_jit_compute_nelem (double base, double limit, double inc)
+  {
+    Range rng = Range (base, limit, inc);
+    return rng.numel ();
+  }
 
-extern "C" void
-octave_jit_err_nan_to_logical_conversion (void)
-{
-  octave::err_nan_to_logical_conversion ();
-}
+  extern "C" void
+  octave_jit_release_any (octave_base_value *obv)
+  {
+    obv->release ();
+  }
 
-extern "C" void
-octave_jit_ginvalid_index (void)
-{
-  // FIXME: 0-argument form of octave::err_invalid_index removed in cset dd6345fd8a97
-  //        Report -1 as the bad index for all occurrences.
-  octave::err_invalid_index (static_cast<octave_idx_type> (-1));
-}
+  extern "C" void
+  octave_jit_release_matrix (jit_matrix *m)
+  {
+    delete m->array;
+  }
 
-extern "C" void
-octave_jit_gindex_range (int nd, int dim, octave_idx_type iext,
-                         octave_idx_type ext)
-{
-  octave::err_index_out_of_range (nd, dim, iext, ext);
-}
+  extern "C" octave_base_value *
+  octave_jit_grab_any (octave_base_value *obv)
+  {
+    obv->grab ();
+    return obv;
+  }
+
+  extern "C" jit_matrix
+  octave_jit_grab_matrix (jit_matrix *m)
+  {
+    return *m->array;
+  }
 
-extern "C" jit_matrix
-octave_jit_paren_subsasgn_impl (jit_matrix *mat, octave_idx_type index,
-                                double value)
-{
-  NDArray *array = mat->array;
-  if (array->numel () < index)
-    array->resize1 (index);
+  extern "C" octave_base_value *
+  octave_jit_cast_any_matrix (jit_matrix *m)
+  {
+    octave_value ret (*m->array);
+    octave_base_value *rep = ret.internal_rep ();
+    rep->grab ();
+    delete m->array;
 
-  double *data = array->fortran_vec ();
-  data[index - 1] = value;
+    return rep;
+  }
 
-  mat->update ();
-  return *mat;
-}
+  extern "C" jit_matrix
+  octave_jit_cast_matrix_any (octave_base_value *obv)
+  {
+    NDArray m = obv->array_value ();
+    obv->release ();
+    return m;
+  }
 
-static void
-make_indices (double *indices, octave_idx_type idx_count,
-              Array<idx_vector>& result)
-{
-  result.resize (dim_vector (1, idx_count));
-  for (octave_idx_type i = 0; i < idx_count; ++i)
-    result(i) = idx_vector (indices[i]);
-}
+  extern "C" octave_base_value *
+  octave_jit_cast_any_range (jit_range *rng)
+  {
+    Range temp (*rng);
+    octave_value ret (temp);
+    octave_base_value *rep = ret.internal_rep ();
+    rep->grab ();
+
+    return rep;
+  }
+  extern "C" jit_range
+  octave_jit_cast_range_any (octave_base_value *obv)
+  {
 
-extern "C" double
-octave_jit_paren_scalar (jit_matrix *mat, double *indicies,
-                         octave_idx_type idx_count)
-{
-  // FIXME: Replace this with a more optimal version
-  Array<idx_vector> idx;
-  make_indices (indicies, idx_count, idx);
-
-  Array<double> ret = mat->array->index (idx);
+    jit_range r (obv->range_value ());
+    obv->release ();
+    return r;
+  }
 
-  return ret.xelem (0);
-}
+  extern "C" double
+  octave_jit_cast_scalar_any (octave_base_value *obv)
+  {
+    double ret = obv->double_value ();
+    obv->release ();
+    return ret;
+  }
 
-extern "C" jit_matrix
-octave_jit_paren_scalar_subsasgn (jit_matrix *mat, double *indices,
-                                  octave_idx_type idx_count, double value)
-{
-  // FIXME: Replace this with a more optimal version
-  jit_matrix ret;
+  extern "C" octave_base_value *
+  octave_jit_cast_any_scalar (double value)
+  {
+    return new octave_scalar (value);
+  }
 
-  Array<idx_vector> idx;
-  make_indices (indices, idx_count, idx);
-
-  Matrix temp (1, 1);
-  temp.xelem(0) = value;
-  mat->array->assign (idx, temp);
-  ret.update (mat->array);
+  extern "C" Complex
+  octave_jit_cast_complex_any (octave_base_value *obv)
+  {
+    Complex ret = obv->complex_value ();
+    obv->release ();
+    return ret;
+  }
 
-  return ret;
-}
+  extern "C" octave_base_value *
+  octave_jit_cast_any_complex (Complex c)
+  {
+    if (c.imag () == 0)
+      return new octave_scalar (c.real ());
+    else
+      return new octave_complex (c);
+  }
 
-extern "C" jit_matrix
-octave_jit_paren_subsasgn_matrix_range (jit_matrix *mat, jit_range *index,
-                                        double value)
-{
-  NDArray *array = mat->array;
-  bool done = false;
+  extern "C" void
+  octave_jit_err_nan_to_logical_conversion (void)
+  {
+    octave::err_nan_to_logical_conversion ();
+  }
+
+  extern "C" void
+  octave_jit_ginvalid_index (void)
+  {
+    // FIXME: 0-argument form of octave::err_invalid_index removed in cset dd6345fd8a97
+    //        Report -1 as the bad index for all occurrences.
+    octave::err_invalid_index (static_cast<octave_idx_type> (-1));
+  }
 
-  // optimize for the simple case (no resizing and no errors)
-  if (*array->jit_ref_count () == 1
-      && index->all_elements_are_ints ())
-    {
-      // this code is similar to idx_vector::fill, but we avoid allocating an
-      // idx_vector and its associated rep
-      octave_idx_type start = static_cast<octave_idx_type> (index->base) - 1;
-      octave_idx_type step = static_cast<octave_idx_type> (index->inc);
-      octave_idx_type nelem = index->nelem;
-      octave_idx_type final = start + nelem * step;
-      if (step < 0)
-        {
-          step = -step;
-          std::swap (final, start);
-        }
+  extern "C" void
+  octave_jit_gindex_range (int nd, int dim, octave_idx_type iext,
+                           octave_idx_type ext)
+  {
+    octave::err_index_out_of_range (nd, dim, iext, ext);
+  }
+
+  extern "C" jit_matrix
+  octave_jit_paren_subsasgn_impl (jit_matrix *mat, octave_idx_type index,
+                                  double value)
+  {
+    NDArray *array = mat->array;
+    if (array->numel () < index)
+      array->resize1 (index);
 
-      if (start >= 0 && final < mat->slice_len)
-        {
-          done = true;
+    double *data = array->fortran_vec ();
+    data[index - 1] = value;
+
+    mat->update ();
+    return *mat;
+  }
 
-          double *data = array->jit_slice_data ();
-          if (step == 1)
-            std::fill (data + start, data + start + nelem, value);
-          else
-            {
-              for (octave_idx_type i = start; i < final; i += step)
-                data[i] = value;
-            }
-        }
-    }
+  static void
+  make_indices (double *indices, octave_idx_type idx_count,
+                Array<idx_vector>& result)
+  {
+    result.resize (dim_vector (1, idx_count));
+    for (octave_idx_type i = 0; i < idx_count; ++i)
+      result(i) = idx_vector (indices[i]);
+  }
 
-  if (! done)
-    {
-      idx_vector idx (*index);
-      NDArray avalue (dim_vector (1, 1));
-      avalue.xelem (0) = value;
-      array->assign (idx, avalue);
-    }
+  extern "C" double
+  octave_jit_paren_scalar (jit_matrix *mat, double *indicies,
+                           octave_idx_type idx_count)
+  {
+    // FIXME: Replace this with a more optimal version
+    Array<idx_vector> idx;
+    make_indices (indicies, idx_count, idx);
+
+    Array<double> ret = mat->array->index (idx);
+
+    return ret.xelem (0);
+  }
 
-  jit_matrix ret;
-  ret.update (array);
-  return ret;
-}
+  extern "C" jit_matrix
+  octave_jit_paren_scalar_subsasgn (jit_matrix *mat, double *indices,
+                                    octave_idx_type idx_count, double value)
+  {
+    // FIXME: Replace this with a more optimal version
+    jit_matrix ret;
+
+    Array<idx_vector> idx;
+    make_indices (indices, idx_count, idx);
+
+    Matrix temp (1, 1);
+    temp.xelem(0) = value;
+    mat->array->assign (idx, temp);
+    ret.update (mat->array);
+
+    return ret;
+  }
 
-extern "C" double
-octave_jit_end_matrix (jit_matrix *mat, octave_idx_type idx,
-                       octave_idx_type count)
-{
-  octave_idx_type ndim = mat->dimensions[-1];
-  if (ndim == count)
-    return mat->dimensions[idx];
-  else if (ndim > count)
-    {
-      if (idx == count - 1)
-        {
-          double ret = mat->dimensions[idx];
-          for (octave_idx_type i = idx + 1; i < ndim; ++i)
-            ret *= mat->dimensions[idx];
-          return ret;
-        }
+  extern "C" jit_matrix
+  octave_jit_paren_subsasgn_matrix_range (jit_matrix *mat, jit_range *index,
+                                          double value)
+  {
+    NDArray *array = mat->array;
+    bool done = false;
 
-      return mat->dimensions[idx];
-    }
-  else // ndim < count
-    return idx < ndim ? mat->dimensions[idx] : 1;
-}
+    // optimize for the simple case (no resizing and no errors)
+    if (*array->jit_ref_count () == 1
+        && index->all_elements_are_ints ())
+      {
+        // this code is similar to idx_vector::fill, but we avoid allocating an
+        // idx_vector and its associated rep
+        octave_idx_type start = static_cast<octave_idx_type> (index->base) - 1;
+        octave_idx_type step = static_cast<octave_idx_type> (index->inc);
+        octave_idx_type nelem = index->nelem;
+        octave_idx_type final = start + nelem * step;
+        if (step < 0)
+          {
+            step = -step;
+            std::swap (final, start);
+          }
 
-extern "C" octave_base_value *
-octave_jit_create_undef (void)
-{
-  octave_value undef;
-  octave_base_value *ret = undef.internal_rep ();
-  ret->grab ();
+        if (start >= 0 && final < mat->slice_len)
+          {
+            done = true;
 
-  return ret;
-}
-
-extern "C" Complex
-octave_jit_complex_mul (Complex lhs, Complex rhs)
-{
-  if (lhs.imag () == 0 && rhs.imag() == 0)
-    return Complex (lhs.real () * rhs.real (), 0);
+            double *data = array->jit_slice_data ();
+            if (step == 1)
+              std::fill (data + start, data + start + nelem, value);
+            else
+              {
+                for (octave_idx_type i = start; i < final; i += step)
+                  data[i] = value;
+              }
+          }
+      }
 
-  return lhs * rhs;
-}
-
-extern "C" Complex
-octave_jit_complex_div (Complex lhs, Complex rhs)
-{
-  // see src/OPERATORS/op-cs-cs.cc
-  if (rhs == 0.0)
-    warn_divide_by_zero ();
+    if (! done)
+      {
+        idx_vector idx (*index);
+        NDArray avalue (dim_vector (1, 1));
+        avalue.xelem (0) = value;
+        array->assign (idx, avalue);
+      }
 
-  return lhs / rhs;
-}
-
-// FIXME: CP form src/xpow.cc
-static inline int
-xisint (double x)
-{
-  return (octave::math::x_nint (x) == x
-          && ((x >= 0 && x < std::numeric_limits<int>::max ())
-              || (x <= 0 && x > std::numeric_limits<int>::min ())));
-}
+    jit_matrix ret;
+    ret.update (array);
+    return ret;
+  }
 
-extern "C" Complex
-octave_jit_pow_scalar_scalar (double lhs, double rhs)
-{
-  // FIXME: almost CP from src/xpow.cc
-  if (lhs < 0.0 && ! xisint (rhs))
-    return std::pow (Complex (lhs), rhs);
-  return std::pow (lhs, rhs);
-}
+  extern "C" double
+  octave_jit_end_matrix (jit_matrix *mat, octave_idx_type idx,
+                         octave_idx_type count)
+  {
+    octave_idx_type ndim = mat->dimensions[-1];
+    if (ndim == count)
+      return mat->dimensions[idx];
+    else if (ndim > count)
+      {
+        if (idx == count - 1)
+          {
+            double ret = mat->dimensions[idx];
+            for (octave_idx_type i = idx + 1; i < ndim; ++i)
+              ret *= mat->dimensions[idx];
+            return ret;
+          }
 
-extern "C" Complex
-octave_jit_pow_complex_complex (Complex lhs, Complex rhs)
-{
-  if (lhs.imag () == 0 && rhs.imag () == 0)
-    return octave_jit_pow_scalar_scalar (lhs.real (), rhs.real ());
-  return std::pow (lhs, rhs);
-}
+        return mat->dimensions[idx];
+      }
+    else // ndim < count
+      return idx < ndim ? mat->dimensions[idx] : 1;
+  }
 
-extern "C" Complex
-octave_jit_pow_complex_scalar (Complex lhs, double rhs)
-{
-  if (lhs.imag () == 0)
-    return octave_jit_pow_scalar_scalar (lhs.real (), rhs);
-  return std::pow (lhs, rhs);
-}
+  extern "C" octave_base_value *
+  octave_jit_create_undef (void)
+  {
+    octave_value undef;
+    octave_base_value *ret = undef.internal_rep ();
+    ret->grab ();
+
+    return ret;
+  }
+
+  extern "C" Complex
+  octave_jit_complex_mul (Complex lhs, Complex rhs)
+  {
+    if (lhs.imag () == 0 && rhs.imag() == 0)
+      return Complex (lhs.real () * rhs.real (), 0);
+
+    return lhs * rhs;
+  }
 
-extern "C" Complex
-octave_jit_pow_scalar_complex (double lhs, Complex rhs)
-{
-  if (rhs.imag () == 0)
-    return octave_jit_pow_scalar_scalar (lhs, rhs.real ());
-  return std::pow (lhs, rhs);
-}
+  extern "C" Complex
+  octave_jit_complex_div (Complex lhs, Complex rhs)
+  {
+    // see src/OPERATORS/op-cs-cs.cc
+    if (rhs == 0.0)
+      warn_divide_by_zero ();
+
+    return lhs / rhs;
+  }
 
-extern "C" void
-octave_jit_print_matrix (jit_matrix *m)
-{
-  std::cout << *m << std::endl;
-}
+  // FIXME: CP form src/xpow.cc
+  static inline int
+  xisint (double x)
+  {
+    return (octave::math::x_nint (x) == x
+            && ((x >= 0 && x < std::numeric_limits<int>::max ())
+                || (x <= 0 && x > std::numeric_limits<int>::min ())));
+  }
 
-OCTAVE_NORETURN static
-void
-err_bad_result (void)
-{
-  error ("incorrect type information given to the JIT compiler");
-}
+  extern "C" Complex
+  octave_jit_pow_scalar_scalar (double lhs, double rhs)
+  {
+    // FIXME: almost CP from src/xpow.cc
+    if (lhs < 0.0 && ! xisint (rhs))
+      return std::pow (Complex (lhs), rhs);
+    return std::pow (lhs, rhs);
+  }
 
-// FIXME: Add support for multiple outputs
-extern "C" octave_base_value *
-octave_jit_call (octave_builtin::fcn fn, size_t nargin,
-                 octave_base_value **argin, jit_type *result_type)
-{
-  octave_value_list ovl (nargin);
-  for (size_t i = 0; i < nargin; ++i)
-    ovl.xelem (i) = octave_value (argin[i]);
+  extern "C" Complex
+  octave_jit_pow_complex_complex (Complex lhs, Complex rhs)
+  {
+    if (lhs.imag () == 0 && rhs.imag () == 0)
+      return octave_jit_pow_scalar_scalar (lhs.real (), rhs.real ());
+    return std::pow (lhs, rhs);
+  }
 
-  ovl = fn (ovl, 1);
+  extern "C" Complex
+  octave_jit_pow_complex_scalar (Complex lhs, double rhs)
+  {
+    if (lhs.imag () == 0)
+      return octave_jit_pow_scalar_scalar (lhs.real (), rhs);
+    return std::pow (lhs, rhs);
+  }
 
-  // FIXME: Check result_type somehow
-  if (result_type)
-    {
-      if (ovl.length () < 1)
-        err_bad_result ();
+  extern "C" Complex
+  octave_jit_pow_scalar_complex (double lhs, Complex rhs)
+  {
+    if (rhs.imag () == 0)
+      return octave_jit_pow_scalar_scalar (lhs, rhs.real ());
+    return std::pow (lhs, rhs);
+  }
 
-      octave_value result = ovl.xelem(0);
-      octave_base_value *ret = result.internal_rep ();
-      ret->grab ();
-      return ret;
-    }
+  extern "C" void
+  octave_jit_print_matrix (jit_matrix *m)
+  {
+    std::cout << *m << std::endl;
+  }
 
-  if (! (ovl.empty ()
-         || (ovl.length () == 1 && ovl.xelem (0).is_undefined ())))
-    err_bad_result ();
-
-  return 0;
-}
+  OCTAVE_NORETURN static
+  void
+  err_bad_result (void)
+  {
+    error ("incorrect type information given to the JIT compiler");
+  }
 
-// -------------------- jit_range --------------------
-bool
-jit_range::all_elements_are_ints () const
-{
-  Range r (*this);
-  return r.all_elements_are_ints ();
-}
+  // FIXME: Add support for multiple outputs
+  extern "C" octave_base_value *
+  octave_jit_call (octave_builtin::fcn fn, size_t nargin,
+                   octave_base_value **argin, jit_type *result_type)
+  {
+    octave_value_list ovl (nargin);
+    for (size_t i = 0; i < nargin; ++i)
+      ovl.xelem (i) = octave_value (argin[i]);
+
+    ovl = fn (ovl, 1);
 
-std::ostream&
-operator<< (std::ostream& os, const jit_range& rng)
-{
-  return os << "Range[" << rng.base << ", " << rng.limit << ", " << rng.inc
-         << ", " << rng.nelem << ']';
-}
+    // FIXME: Check result_type somehow
+    if (result_type)
+      {
+        if (ovl.length () < 1)
+          err_bad_result ();
 
-// -------------------- jit_matrix --------------------
+        octave_value result = ovl.xelem(0);
+        octave_base_value *ret = result.internal_rep ();
+        ret->grab ();
+        return ret;
+      }
 
-std::ostream&
-operator<< (std::ostream& os, const jit_matrix& mat)
-{
-  return os << "Matrix[" << mat.ref_count << ", " << mat.slice_data << ", "
-         << mat.slice_len << ", " << mat.dimensions << ", "
-         << mat.array << ']';
-}
+    if (! (ovl.empty ()
+           || (ovl.length () == 1 && ovl.xelem (0).is_undefined ())))
+      err_bad_result ();
+
+    return 0;
+  }
 
-// -------------------- jit_type --------------------
-jit_type::jit_type (const std::string& aname, jit_type *aparent,
-                    llvm::Type *allvm_type, bool askip_paren, int aid) :
-  mname (aname), mparent (aparent), llvm_type (allvm_type), mid (aid),
-  mdepth (aparent ? aparent->mdepth + 1 : 0), mskip_paren (askip_paren)
-{
-  std::memset (msret, 0, sizeof (msret));
-  std::memset (mpointer_arg, 0, sizeof (mpointer_arg));
-  std::memset (mpack, 0, sizeof (mpack));
-  std::memset (munpack, 0, sizeof (munpack));
+  // -------------------- jit_range --------------------
+  bool
+  jit_range::all_elements_are_ints () const
+  {
+    Range r (*this);
+    return r.all_elements_are_ints ();
+  }
+
+  std::ostream&
+  operator<< (std::ostream& os, const jit_range& rng)
+  {
+    return os << "Range[" << rng.base << ", " << rng.limit << ", " << rng.inc
+              << ", " << rng.nelem << ']';
+  }
+
+  // -------------------- jit_matrix --------------------
 
-  for (size_t i = 0; i < jit_convention::length; ++i)
-    mpacked_type[i] = llvm_type;
-}
+  std::ostream&
+  operator<< (std::ostream& os, const jit_matrix& mat)
+  {
+    return os << "Matrix[" << mat.ref_count << ", " << mat.slice_data << ", "
+              << mat.slice_len << ", " << mat.dimensions << ", "
+              << mat.array << ']';
+  }
 
-llvm::Type *
-jit_type::to_llvm_arg (void) const
-{
-  return llvm_type ? llvm_type->getPointerTo () : nullptr;
-}
-
-// -------------------- jit_function --------------------
-jit_function::jit_function () : module (0), llvm_function (0), mresult (0),
-                                call_conv (jit_convention::length),
-                                mcan_error (false)
-{ }
+  // -------------------- jit_type --------------------
+  jit_type::jit_type (const std::string& aname, jit_type *aparent,
+                      llvm::Type *allvm_type, bool askip_paren, int aid) :
+    mname (aname), mparent (aparent), llvm_type (allvm_type), mid (aid),
+    mdepth (aparent ? aparent->mdepth + 1 : 0), mskip_paren (askip_paren)
+  {
+    std::memset (msret, 0, sizeof (msret));
+    std::memset (mpointer_arg, 0, sizeof (mpointer_arg));
+    std::memset (mpack, 0, sizeof (mpack));
+    std::memset (munpack, 0, sizeof (munpack));
 
-jit_function::jit_function (llvm::Module *amodule,
-                            jit_convention::type acall_conv,
-                            const llvm::Twine& aname, jit_type *aresult,
-                            const std::vector<jit_type *>& aargs)
-  : module (amodule), mresult (aresult), args (aargs), call_conv (acall_conv),
-    mcan_error (false)
-{
-  llvm::SmallVector<llvm::Type *, 15> llvm_args;
+    for (size_t i = 0; i < jit_convention::length; ++i)
+      mpacked_type[i] = llvm_type;
+  }
+
+  llvm::Type *
+  jit_type::to_llvm_arg (void) const
+  {
+    return llvm_type ? llvm_type->getPointerTo () : nullptr;
+  }
 
-  llvm::Type *rtype = llvm::Type::getVoidTy (context);
-  if (mresult)
-    {
-      rtype = mresult->packed_type (call_conv);
-      if (sret ())
-        {
-          llvm_args.push_back (rtype->getPointerTo ());
-          rtype = llvm::Type::getVoidTy (context);
-        }
-    }
+  // -------------------- jit_function --------------------
+  jit_function::jit_function () : module (0), llvm_function (0), mresult (0),
+                                  call_conv (jit_convention::length),
+                                  mcan_error (false)
+  { }
+
+  jit_function::jit_function (llvm::Module *amodule,
+                              jit_convention::type acall_conv,
+                              const llvm::Twine& aname, jit_type *aresult,
+                              const std::vector<jit_type *>& aargs)
+    : module (amodule), mresult (aresult), args (aargs), call_conv (acall_conv),
+      mcan_error (false)
+  {
+    llvm::SmallVector<llvm::Type *, 15> llvm_args;
 
-  for (std::vector<jit_type *>::const_iterator iter = args.begin ();
-       iter != args.end (); ++iter)
-    {
-      jit_type *ty = *iter;
-      assert (ty);
-      llvm::Type *argty = ty->packed_type (call_conv);
-      if (ty->pointer_arg (call_conv))
-        argty = argty->getPointerTo ();
+    llvm::Type *rtype = llvm::Type::getVoidTy (context);
+    if (mresult)
+      {
+        rtype = mresult->packed_type (call_conv);
+        if (sret ())
+          {
+            llvm_args.push_back (rtype->getPointerTo ());
+            rtype = llvm::Type::getVoidTy (context);
+          }
+      }
 
-      llvm_args.push_back (argty);
-    }
+    for (std::vector<jit_type *>::const_iterator iter = args.begin ();
+         iter != args.end (); ++iter)
+      {
+        jit_type *ty = *iter;
+        assert (ty);
+        llvm::Type *argty = ty->packed_type (call_conv);
+        if (ty->pointer_arg (call_conv))
+          argty = argty->getPointerTo ();
 
-  // we mark all functinos as external linkage because this prevents llvm
-  // from getting rid of always inline functions
-  llvm::FunctionType *ft = llvm::FunctionType::get (rtype, llvm_args, false);
-  llvm_function = llvm::Function::Create (ft, llvm::Function::ExternalLinkage,
-                                          aname, module);
+        llvm_args.push_back (argty);
+      }
 
-  if (sret ())
-    {
+    // we mark all functinos as external linkage because this prevents llvm
+    // from getting rid of always inline functions
+    llvm::FunctionType *ft = llvm::FunctionType::get (rtype, llvm_args, false);
+    llvm_function = llvm::Function::Create (ft, llvm::Function::ExternalLinkage,
+                                            aname, module);
+
+    if (sret ())
+      {
 #if defined (FUNCTION_ADDATTRIBUTE_ARG_IS_ATTRIBUTES)
-      llvm::AttrBuilder attr_builder;
-      attr_builder.addAttribute (llvm::Attributes::StructRet);
-      llvm::Attributes attrs = llvm::Attributes::get(context, attr_builder);
-      llvm_function->addAttribute (1, attrs);
+        llvm::AttrBuilder attr_builder;
+        attr_builder.addAttribute (llvm::Attributes::StructRet);
+        llvm::Attributes attrs = llvm::Attributes::get(context, attr_builder);
+        llvm_function->addAttribute (1, attrs);
 #else
-      llvm_function->addAttribute (1, llvm::Attribute::StructRet);
+        llvm_function->addAttribute (1, llvm::Attribute::StructRet);
 #endif
-    }
+      }
 
-  if (call_conv == jit_convention::internal)
+    if (call_conv == jit_convention::internal)
 #if defined (FUNCTION_ADDFNATTR_ARG_IS_ATTRIBUTES)
-    llvm_function->addFnAttr (llvm::Attributes::AlwaysInline);
+      llvm_function->addFnAttr (llvm::Attributes::AlwaysInline);
 #else
     llvm_function->addFnAttr (llvm::Attribute::AlwaysInline);
 #endif
-}
+  }
+
+  jit_function::jit_function (const jit_function& fn, jit_type *aresult,
+                              const std::vector<jit_type *>& aargs)
+    : module (fn.module), llvm_function (fn.llvm_function), mresult (aresult),
+      args (aargs), call_conv (fn.call_conv), mcan_error (fn.mcan_error)
+  { }
 
-jit_function::jit_function (const jit_function& fn, jit_type *aresult,
-                            const std::vector<jit_type *>& aargs)
-  : module (fn.module), llvm_function (fn.llvm_function), mresult (aresult),
-    args (aargs), call_conv (fn.call_conv), mcan_error (fn.mcan_error)
-{ }
+  jit_function::jit_function (const jit_function& fn)
+    : module (fn.module), llvm_function (fn.llvm_function), mresult (fn.mresult),
+      args (fn.args), call_conv (fn.call_conv), mcan_error (fn.mcan_error)
+  { }
+
+  void
+  jit_function::erase (void)
+  {
+    if (! llvm_function)
+      return;
+
+    llvm_function->eraseFromParent ();
+    llvm_function = 0;
+  }
 
-jit_function::jit_function (const jit_function& fn)
-  : module (fn.module), llvm_function (fn.llvm_function), mresult (fn.mresult),
-    args (fn.args), call_conv (fn.call_conv), mcan_error (fn.mcan_error)
-{ }
+  std::string
+  jit_function::name (void) const
+  {
+    return llvm_function->getName ();
+  }
 
-void
-jit_function::erase (void)
-{
-  if (! llvm_function)
-    return;
+  llvm::BasicBlock *
+  jit_function::new_block (const std::string& aname,
+                           llvm::BasicBlock *insert_before)
+  {
+    return llvm::BasicBlock::Create (context, aname, llvm_function,
+                                     insert_before);
+  }
+
+  llvm::Value *
+  jit_function::call (llvm::IRBuilderD& builder,
+                      const std::vector<jit_value *>& in_args) const
+  {
+    if (! valid ())
+      throw jit_fail_exception ("Call not implemented");
+
+    assert (in_args.size () == args.size ());
+    std::vector<llvm::Value *> llvm_args (args.size ());
+    for (size_t i = 0; i < in_args.size (); ++i)
+      llvm_args[i] = in_args[i]->to_llvm ();
 
-  llvm_function->eraseFromParent ();
-  llvm_function = 0;
-}
+    return call (builder, llvm_args);
+  }
+
+  llvm::Value *
+  jit_function::call (llvm::IRBuilderD& builder,
+                      const std::vector<llvm::Value *>& in_args) const
+  {
+    if (! valid ())
+      throw jit_fail_exception ("Call not implemented");
 
-std::string
-jit_function::name (void) const
-{
-  return llvm_function->getName ();
-}
+    assert (in_args.size () == args.size ());
+    llvm::SmallVector<llvm::Value *, 10> llvm_args;
+    llvm_args.reserve (in_args.size () + sret ());
+
+    llvm::BasicBlock *insert_block = builder.GetInsertBlock ();
+    llvm::Function *parent = insert_block->getParent ();
+    assert (parent);
+
+    // we insert allocas inside the prelude block to prevent stack overflows
+    llvm::BasicBlock& prelude = parent->getEntryBlock ();
+    llvm::IRBuilder<> pre_builder (&prelude, prelude.begin ());
 
-llvm::BasicBlock *
-jit_function::new_block (const std::string& aname,
-                         llvm::BasicBlock *insert_before)
-{
-  return llvm::BasicBlock::Create (context, aname, llvm_function,
-                                   insert_before);
-}
+    llvm::AllocaInst *sret_mem = nullptr;
+    if (sret ())
+      {
+        sret_mem = pre_builder.CreateAlloca (mresult->packed_type (call_conv));
+        llvm_args.push_back (sret_mem);
+      }
+
+    for (size_t i = 0; i < in_args.size (); ++i)
+      {
+        llvm::Value *arg = in_args[i];
+        jit_type::convert_fn convert = args[i]->pack (call_conv);
+        if (convert)
+          arg = convert (builder, arg);
 
-llvm::Value *
-jit_function::call (llvm::IRBuilderD& builder,
-                    const std::vector<jit_value *>& in_args) const
-{
-  if (! valid ())
-    throw jit_fail_exception ("Call not implemented");
+        if (args[i]->pointer_arg (call_conv))
+          {
+            llvm::Type *ty = args[i]->packed_type (call_conv);
+            llvm::Value *alloca = pre_builder.CreateAlloca (ty);
+            builder.CreateStore (arg, alloca);
+            arg = alloca;
+          }
+
+        llvm_args.push_back (arg);
+      }
+
+    llvm::CallInst *callinst = builder.CreateCall (llvm_function, llvm_args);
+    llvm::Value *ret = callinst;
 
-  assert (in_args.size () == args.size ());
-  std::vector<llvm::Value *> llvm_args (args.size ());
-  for (size_t i = 0; i < in_args.size (); ++i)
-    llvm_args[i] = in_args[i]->to_llvm ();
+    if (sret ())
+      {
+#if defined (CALLINST_ADDATTRIBUTE_ARG_IS_ATTRIBUTES)
+        llvm::AttrBuilder attr_builder;
+        attr_builder.addAttribute(llvm::Attributes::StructRet);
+        llvm::Attributes attrs = llvm::Attributes::get(context, attr_builder);
+        callinst->addAttribute (1, attrs);
+#else
+        callinst->addAttribute (1, llvm::Attribute::StructRet);
+#endif
+        ret = builder.CreateLoad (sret_mem);
+      }
 
-  return call (builder, llvm_args);
-}
+    if (mresult)
+      {
+        jit_type::convert_fn unpack = mresult->unpack (call_conv);
+        if (unpack)
+          ret = unpack (builder, ret);
+      }
+
+    return ret;
+  }
 
-llvm::Value *
-jit_function::call (llvm::IRBuilderD& builder,
-                    const std::vector<llvm::Value *>& in_args) const
-{
-  if (! valid ())
-    throw jit_fail_exception ("Call not implemented");
+  llvm::Value *
+  jit_function::argument (llvm::IRBuilderD& builder, size_t idx) const
+  {
+    assert (idx < args.size ());
+
+    // FIXME: We should be treating arguments like a list, not a vector.
+    // Shouldn't matter much for now, as the number of arguments shouldn't
+    // be much bigger than 4
+    llvm::Function::arg_iterator iter = llvm_function->arg_begin ();
+    if (sret ())
+      ++iter;
+
+    for (size_t i = 0; i < idx; ++i, ++iter);
 
-  assert (in_args.size () == args.size ());
-  llvm::SmallVector<llvm::Value *, 10> llvm_args;
-  llvm_args.reserve (in_args.size () + sret ());
+    if (args[idx]->pointer_arg (call_conv))
+      return builder.CreateLoad (iter);
+
+    return iter;
+  }
 
-  llvm::BasicBlock *insert_block = builder.GetInsertBlock ();
-  llvm::Function *parent = insert_block->getParent ();
-  assert (parent);
+  void
+  jit_function::do_return (llvm::IRBuilderD& builder, llvm::Value *rval,
+                           bool verify)
+  {
+    assert (! rval == ! mresult);
+
+    if (rval)
+      {
+        jit_type::convert_fn convert = mresult->pack (call_conv);
+        if (convert)
+          rval = convert (builder, rval);
 
-  // we insert allocas inside the prelude block to prevent stack overflows
-  llvm::BasicBlock& prelude = parent->getEntryBlock ();
-  llvm::IRBuilder<> pre_builder (&prelude, prelude.begin ());
+        if (sret ())
+          {
+            builder.CreateStore (rval, llvm_function->arg_begin ());
+            builder.CreateRetVoid ();
+          }
+        else
+          builder.CreateRet (rval);
+      }
+    else
+      builder.CreateRetVoid ();
+
+    if (verify)
+      llvm::verifyFunction (*llvm_function);
+  }
 
-  llvm::AllocaInst *sret_mem = nullptr;
-  if (sret ())
-    {
-      sret_mem = pre_builder.CreateAlloca (mresult->packed_type (call_conv));
-      llvm_args.push_back (sret_mem);
-    }
+  void
+  jit_function::do_add_mapping (llvm::ExecutionEngine *engine, void *fn)
+  {
+    assert (valid ());
+    engine->addGlobalMapping (llvm_function, fn);
+  }
+
+  std::ostream&
+  operator<< (std::ostream& os, const jit_function& fn)
+  {
+    llvm::Function *lfn = fn.to_llvm ();
+    os << "jit_function: cc=" << fn.call_conv;
+    llvm::raw_os_ostream llvm_out (os);
+    lfn->print (llvm_out);
+    llvm_out.flush ();
+    return os;
+  }
 
-  for (size_t i = 0; i < in_args.size (); ++i)
-    {
-      llvm::Value *arg = in_args[i];
-      jit_type::convert_fn convert = args[i]->pack (call_conv);
-      if (convert)
-        arg = convert (builder, arg);
+  // -------------------- jit_operation --------------------
+  jit_operation::~jit_operation (void)
+  {
+    for (generated_map::iterator iter = generated.begin ();
+         iter != generated.end (); ++iter)
+      {
+        delete iter->first;
+        delete iter->second;
+      }
+  }
 
-      if (args[i]->pointer_arg (call_conv))
+  void
+  jit_operation::add_overload (const jit_function& func,
+                               const std::vector<jit_type*>& args)
+  {
+    if (args.size () >= overloads.size ())
+      overloads.resize (args.size () + 1);
+
+    Array<jit_function>& over = overloads[args.size ()];
+    dim_vector dv (over.dims ());
+    Array<octave_idx_type> idx = to_idx (args);
+    bool must_resize = false;
+
+    if (dv.length () != idx.numel ())
+      {
+        dv.resize (idx.numel ());
+        must_resize = true;
+      }
+
+    for (octave_idx_type i = 0; i < dv.length (); ++i)
+      if (dv(i) <= idx(i))
         {
-          llvm::Type *ty = args[i]->packed_type (call_conv);
-          llvm::Value *alloca = pre_builder.CreateAlloca (ty);
-          builder.CreateStore (arg, alloca);
-          arg = alloca;
+          must_resize = true;
+          dv(i) = idx(i) + 1;
         }
 
-      llvm_args.push_back (arg);
-    }
+    if (must_resize)
+      over.resize (dv);
+
+    over(idx) = func;
+  }
+
+  const jit_function&
+  jit_operation::overload (const std::vector<jit_type*>& types) const
+  {
+    static jit_function null_overload;
+    for (size_t i = 0; i < types.size (); ++i)
+      if (! types[i])
+        return null_overload;
+
+    if (types.size () >= overloads.size ())
+      return do_generate (types);
+
+    const Array<jit_function>& over = overloads[types.size ()];
+    dim_vector dv (over.dims ());
+    Array<octave_idx_type> idx = to_idx (types);
+    for (octave_idx_type i = 0; i < dv.length (); ++i)
+      if (idx(i) >= dv(i))
+        return do_generate (types);
+
+    const jit_function& ret = over(idx);
+    if (! ret.valid ())
+      return do_generate (types);
+
+    return ret;
+  }
+
+  Array<octave_idx_type>
+  jit_operation::to_idx (const std::vector<jit_type*>& types) const
+  {
+    octave_idx_type numel = types.size ();
+    numel = std::max (numel, static_cast<octave_idx_type>(2));
+
+    Array<octave_idx_type> idx (dim_vector (1, numel));
+    for (octave_idx_type i = 0; i < static_cast<octave_idx_type> (types.size ());
+         ++i)
+      idx(i) = types[i]->type_id ();
+
+    if (types.size () == 0)
+      idx(0) = idx(1) = 0;
+    if (types.size () == 1)
+      {
+        idx(1) = idx(0);
+        idx(0) = 0;
+      }
+
+    return idx;
+  }
+
+  const jit_function&
+  jit_operation::do_generate (const signature_vec& types) const
+  {
+    static jit_function null_overload;
+    generated_map::const_iterator find = generated.find (&types);
+    if (find != generated.end ())
+      {
+        if (find->second)
+          return *find->second;
+        else
+          return null_overload;
+      }
+
+    jit_function *ret = generate (types);
+    generated[new signature_vec (types)] = ret;
+    return ret ? *ret : null_overload;
+  }
+
+  jit_function *
+  jit_operation::generate (const signature_vec&) const
+  {
+    return 0;
+  }
+
+  bool
+  jit_operation::signature_cmp::operator () (const signature_vec *lhs,
+                                             const signature_vec *rhs) const
+  {
+    const signature_vec& l = *lhs;
+    const signature_vec& r = *rhs;
+
+    if (l.size () < r.size ())
+      return true;
+    else if (l.size () > r.size ())
+      return false;
+
+    for (size_t i = 0; i < l.size (); ++i)
+      {
+        if (l[i]->type_id () < r[i]->type_id ())
+          return true;
+        else if (l[i]->type_id () > r[i]->type_id ())
+          return false;
+      }
+
+    return false;
+  }
+
+  // -------------------- jit_index_operation --------------------
+  jit_function *
+  jit_index_operation::generate (const signature_vec& types) const
+  {
+    if (types.size () > 2 && types[0] == jit_typeinfo::get_matrix ())
+      {
+        // indexing a matrix with scalars
+        jit_type *scalar = jit_typeinfo::get_scalar ();
+        for (size_t i = 1; i < types.size (); ++i)
+          if (types[i] != scalar)
+            return 0;
+
+        return generate_matrix (types);
+      }
+
+    return 0;
+  }
+
+  llvm::Value *
+  jit_index_operation::create_arg_array (llvm::IRBuilderD& builder,
+                                         const jit_function& fn, size_t start_idx,
+                                         size_t end_idx) const
+  {
+    size_t n = end_idx - start_idx;
+    llvm::Type *scalar_t = jit_typeinfo::get_scalar_llvm ();
+    llvm::ArrayType *array_t = llvm::ArrayType::get (scalar_t, n);
+    llvm::Value *array = llvm::UndefValue::get (array_t);
+    for (size_t i = start_idx; i < end_idx; ++i)
+      {
+        llvm::Value *idx = fn.argument (builder, i);
+        array = builder.CreateInsertValue (array, idx, i - start_idx);
+      }
 
-  llvm::CallInst *callinst = builder.CreateCall (llvm_function, llvm_args);
-  llvm::Value *ret = callinst;
+    llvm::Value *array_mem = builder.CreateAlloca (array_t);
+    builder.CreateStore (array, array_mem);
+    return builder.CreateBitCast (array_mem, scalar_t->getPointerTo ());
+  }
+
+  // -------------------- jit_paren_subsref --------------------
+  jit_function *
+  jit_paren_subsref::generate_matrix (const signature_vec& types) const
+  {
+    std::stringstream ss;
+    ss << "jit_paren_subsref_matrix_scalar" << (types.size () - 1);
+
+    jit_type *scalar = jit_typeinfo::get_scalar ();
+    jit_function *fn = new jit_function (module, jit_convention::internal,
+                                         ss.str (), scalar, types);
+    fn->mark_can_error ();
+    llvm::BasicBlock *body = fn->new_block ();
+    llvm::IRBuilder<> builder (body);
+
+    llvm::Value *array = create_arg_array (builder, *fn, 1, types.size ());
+    jit_type *index = jit_typeinfo::get_index ();
+    llvm::Value *nelem = llvm::ConstantInt::get (index->to_llvm (),
+                                                 types.size () - 1);
+    llvm::Value *mat = fn->argument (builder, 0);
+    llvm::Value *ret = paren_scalar.call (builder, mat, array, nelem);
+    fn->do_return (builder, ret);
+    return fn;
+  }
+
+  void
+  jit_paren_subsref::do_initialize (void)
+  {
+    std::vector<jit_type *> types (3);
+    types[0] = jit_typeinfo::get_matrix ();
+    types[1] = jit_typeinfo::get_scalar_ptr ();
+    types[2] = jit_typeinfo::get_index ();
+
+    jit_type *scalar = jit_typeinfo::get_scalar ();
+    paren_scalar = jit_function (module, jit_convention::external,
+                                 "octave_jit_paren_scalar", scalar, types);
+    paren_scalar.add_mapping (engine, &octave_jit_paren_scalar);
+    paren_scalar.mark_can_error ();
+  }
+
+  // -------------------- jit_paren_subsasgn --------------------
+  jit_function *
+  jit_paren_subsasgn::generate_matrix (const signature_vec& types) const
+  {
+    std::stringstream ss;
+    ss << "jit_paren_subsasgn_matrix_scalar" << (types.size () - 2);
+
+    jit_type *matrix = jit_typeinfo::get_matrix ();
+    jit_function *fn = new jit_function (module, jit_convention::internal,
+                                         ss.str (), matrix, types);
+    fn->mark_can_error ();
+    llvm::BasicBlock *body = fn->new_block ();
+    llvm::IRBuilder<> builder (body);
+
+    llvm::Value *array = create_arg_array (builder, *fn, 1, types.size () - 1);
+    jit_type *index = jit_typeinfo::get_index ();
+    llvm::Value *nelem = llvm::ConstantInt::get (index->to_llvm (),
+                                                 types.size () - 2);
+
+    llvm::Value *mat = fn->argument (builder, 0);
+    llvm::Value *value = fn->argument (builder, types.size () - 1);
+    llvm::Value *ret = paren_scalar.call (builder, mat, array, nelem, value);
+    fn->do_return (builder, ret);
+    return fn;
+  }
 
-  if (sret ())
+  void
+  jit_paren_subsasgn::do_initialize (void)
+  {
+    if (paren_scalar.valid ())
+      return;
+
+    jit_type *matrix = jit_typeinfo::get_matrix ();
+    std::vector<jit_type *> types (4);
+    types[0] = matrix;
+    types[1] = jit_typeinfo::get_scalar_ptr ();
+    types[2] = jit_typeinfo::get_index ();
+    types[3] = jit_typeinfo::get_scalar ();
+
+    paren_scalar = jit_function (module, jit_convention::external,
+                                 "octave_jit_paren_scalar", matrix, types);
+    paren_scalar.add_mapping (engine, &octave_jit_paren_scalar_subsasgn);
+    paren_scalar.mark_can_error ();
+  }
+
+  // -------------------- jit_typeinfo --------------------
+  void
+  jit_typeinfo::initialize (llvm::Module *m, llvm::ExecutionEngine *e)
+  {
+    new jit_typeinfo (m, e);
+  }
+
+  // wrap function names to simplify jit_typeinfo::create_external
+#define JIT_FN(fn) engine, &fn, #fn
+
+  jit_typeinfo::jit_typeinfo (llvm::Module *m, llvm::ExecutionEngine *e)
+    : module (m), engine (e), next_id (0),
+      builder (*new llvm::IRBuilderD (context))
+  {
+    instance = this;
+
+    // FIXME: We should be registering types like in octave_value_typeinfo
+    llvm::Type *any_t = llvm::StructType::create (context, "octave_base_value");
+    any_t = any_t->getPointerTo ();
+
+    llvm::Type *scalar_t = llvm::Type::getDoubleTy (context);
+    llvm::Type *bool_t = llvm::Type::getInt1Ty (context);
+    llvm::Type *string_t = llvm::Type::getInt8Ty (context);
+    string_t = string_t->getPointerTo ();
+    llvm::Type *index_t = llvm::Type::getIntNTy (context,
+                                                 sizeof(octave_idx_type) * 8);
+
+    llvm::StructType *range_t = llvm::StructType::create (context, "range");
+    std::vector<llvm::Type *> range_contents (4, scalar_t);
+    range_contents[3] = index_t;
+    range_t->setBody (range_contents);
+
+    llvm::Type *refcount_t = llvm::Type::getIntNTy (context, sizeof(int) * 8);
+
+    llvm::StructType *matrix_t = llvm::StructType::create (context, "matrix");
+    llvm::Type *matrix_contents[5];
+    matrix_contents[0] = refcount_t->getPointerTo ();
+    matrix_contents[1] = scalar_t->getPointerTo ();
+    matrix_contents[2] = index_t;
+    matrix_contents[3] = index_t->getPointerTo ();
+    matrix_contents[4] = string_t;
+    matrix_t->setBody (llvm::makeArrayRef (matrix_contents, 5));
+
+    llvm::Type *complex_t = llvm::ArrayType::get (scalar_t, 2);
+
+    // complex_ret is what is passed to C functions in order to get calling
+    // convention right
+    llvm::Type *cmplx_inner_cont[] = {scalar_t, scalar_t};
+    llvm::StructType *cmplx_inner = llvm::StructType::create (cmplx_inner_cont);
+
+    complex_ret = llvm::StructType::create (context, "complex_ret");
     {
-#if defined (CALLINST_ADDATTRIBUTE_ARG_IS_ATTRIBUTES)
-      llvm::AttrBuilder attr_builder;
-      attr_builder.addAttribute(llvm::Attributes::StructRet);
-      llvm::Attributes attrs = llvm::Attributes::get(context, attr_builder);
-      callinst->addAttribute (1, attrs);
-#else
-      callinst->addAttribute (1, llvm::Attribute::StructRet);
-#endif
-      ret = builder.CreateLoad (sret_mem);
-    }
-
-  if (mresult)
-    {
-      jit_type::convert_fn unpack = mresult->unpack (call_conv);
-      if (unpack)
-        ret = unpack (builder, ret);
+      llvm::Type *contents[] = {cmplx_inner};
+      complex_ret->setBody (contents);
     }
 
-  return ret;
-}
-
-llvm::Value *
-jit_function::argument (llvm::IRBuilderD& builder, size_t idx) const
-{
-  assert (idx < args.size ());
-
-  // FIXME: We should be treating arguments like a list, not a vector.
-  // Shouldn't matter much for now, as the number of arguments shouldn't
-  // be much bigger than 4
-  llvm::Function::arg_iterator iter = llvm_function->arg_begin ();
-  if (sret ())
-    ++iter;
-
-  for (size_t i = 0; i < idx; ++i, ++iter);
-
-  if (args[idx]->pointer_arg (call_conv))
-    return builder.CreateLoad (iter);
-
-  return iter;
-}
-
-void
-jit_function::do_return (llvm::IRBuilderD& builder, llvm::Value *rval,
-                         bool verify)
-{
-  assert (! rval == ! mresult);
-
-  if (rval)
-    {
-      jit_type::convert_fn convert = mresult->pack (call_conv);
-      if (convert)
-        rval = convert (builder, rval);
-
-      if (sret ())
-        {
-          builder.CreateStore (rval, llvm_function->arg_begin ());
-          builder.CreateRetVoid ();
-        }
-      else
-        builder.CreateRet (rval);
-    }
-  else
-    builder.CreateRetVoid ();
+    // create types
+    any = new_type ("any", 0, any_t);
+    matrix = new_type ("matrix", any, matrix_t);
+    complex = new_type ("complex", any, complex_t);
+    scalar = new_type ("scalar", complex, scalar_t);
+    scalar_ptr = new_type ("scalar_ptr", 0, scalar_t->getPointerTo ());
+    any_ptr = new_type ("any_ptr", 0, any_t->getPointerTo ());
+    range = new_type ("range", any, range_t);
+    string = new_type ("string", any, string_t);
+    boolean = new_type ("bool", any, bool_t);
+    index = new_type ("index", any, index_t);
 
-  if (verify)
-    llvm::verifyFunction (*llvm_function);
-}
-
-void
-jit_function::do_add_mapping (llvm::ExecutionEngine *engine, void *fn)
-{
-  assert (valid ());
-  engine->addGlobalMapping (llvm_function, fn);
-}
+    create_int (8);
+    create_int (16);
+    create_int (32);
+    create_int (64);
 
-std::ostream&
-operator<< (std::ostream& os, const jit_function& fn)
-{
-  llvm::Function *lfn = fn.to_llvm ();
-  os << "jit_function: cc=" << fn.call_conv;
-  llvm::raw_os_ostream llvm_out (os);
-  lfn->print (llvm_out);
-  llvm_out.flush ();
-  return os;
-}
+    casts.resize (next_id + 1);
+    identities.resize (next_id + 1);
 
-// -------------------- jit_operation --------------------
-jit_operation::~jit_operation (void)
-{
-  for (generated_map::iterator iter = generated.begin ();
-       iter != generated.end (); ++iter)
-    {
-      delete iter->first;
-      delete iter->second;
-    }
-}
+    // specify calling conventions
+    // FIXME: We should detect architecture and do something sane based on that
+    // here we assume x86 or x86_64
+    matrix->mark_sret (jit_convention::external);
+    matrix->mark_pointer_arg (jit_convention::external);
 
-void
-jit_operation::add_overload (const jit_function& func,
-                             const std::vector<jit_type*>& args)
-{
-  if (args.size () >= overloads.size ())
-    overloads.resize (args.size () + 1);
-
-  Array<jit_function>& over = overloads[args.size ()];
-  dim_vector dv (over.dims ());
-  Array<octave_idx_type> idx = to_idx (args);
-  bool must_resize = false;
-
-  if (dv.length () != idx.numel ())
-    {
-      dv.resize (idx.numel ());
-      must_resize = true;
-    }
+    range->mark_sret (jit_convention::external);
+    range->mark_pointer_arg (jit_convention::external);
 
-  for (octave_idx_type i = 0; i < dv.length (); ++i)
-    if (dv(i) <= idx(i))
-      {
-        must_resize = true;
-        dv(i) = idx(i) + 1;
-      }
-
-  if (must_resize)
-    over.resize (dv);
-
-  over(idx) = func;
-}
-
-const jit_function&
-jit_operation::overload (const std::vector<jit_type*>& types) const
-{
-  static jit_function null_overload;
-  for (size_t i = 0; i < types.size (); ++i)
-    if (! types[i])
-      return null_overload;
-
-  if (types.size () >= overloads.size ())
-    return do_generate (types);
+    complex->set_pack (jit_convention::external, &jit_typeinfo::pack_complex);
+    complex->set_unpack (jit_convention::external, &jit_typeinfo::unpack_complex);
+    complex->set_packed_type (jit_convention::external, complex_ret);
 
-  const Array<jit_function>& over = overloads[types.size ()];
-  dim_vector dv (over.dims ());
-  Array<octave_idx_type> idx = to_idx (types);
-  for (octave_idx_type i = 0; i < dv.length (); ++i)
-    if (idx(i) >= dv(i))
-      return do_generate (types);
-
-  const jit_function& ret = over(idx);
-  if (! ret.valid ())
-    return do_generate (types);
+    if (sizeof (void *) == 4)
+      complex->mark_sret (jit_convention::external);
 
-  return ret;
-}
-
-Array<octave_idx_type>
-jit_operation::to_idx (const std::vector<jit_type*>& types) const
-{
-  octave_idx_type numel = types.size ();
-  numel = std::max (numel, static_cast<octave_idx_type>(2));
-
-  Array<octave_idx_type> idx (dim_vector (1, numel));
-  for (octave_idx_type i = 0; i < static_cast<octave_idx_type> (types.size ());
-       ++i)
-    idx(i) = types[i]->type_id ();
+    paren_subsref_fn.initialize (module, engine);
+    paren_subsasgn_fn.initialize (module, engine);
 
-  if (types.size () == 0)
-    idx(0) = idx(1) = 0;
-  if (types.size () == 1)
-    {
-      idx(1) = idx(0);
-      idx(0) = 0;
-    }
-
-  return idx;
-}
-
-const jit_function&
-jit_operation::do_generate (const signature_vec& types) const
-{
-  static jit_function null_overload;
-  generated_map::const_iterator find = generated.find (&types);
-  if (find != generated.end ())
-    {
-      if (find->second)
-        return *find->second;
-      else
-        return null_overload;
-    }
+    // bind global variables
+    lerror_state = new llvm::GlobalVariable (*module, bool_t, false,
+                                             llvm::GlobalValue::ExternalLinkage,
+                                             0, "error_state");
+    engine->addGlobalMapping (lerror_state,
+                              reinterpret_cast<void *> (&error_state));
 
-  jit_function *ret = generate (types);
-  generated[new signature_vec (types)] = ret;
-  return ret ? *ret : null_overload;
-}
-
-jit_function *
-jit_operation::generate (const signature_vec&) const
-{
-  return 0;
-}
+    // sig_atomic_type is going to be some sort of integer
+    sig_atomic_type = llvm::Type::getIntNTy (context, sizeof(sig_atomic_t) * 8);
+    loctave_interrupt_state
+      = new llvm::GlobalVariable (*module, sig_atomic_type, false,
+                                  llvm::GlobalValue::ExternalLinkage, 0,
+                                  "octave_interrupt_state");
+    engine->addGlobalMapping (loctave_interrupt_state,
+                              reinterpret_cast<void *> (&octave_interrupt_state));
 
-bool
-jit_operation::signature_cmp::operator () (const signature_vec *lhs,
-                                           const signature_vec *rhs) const
-{
-  const signature_vec& l = *lhs;
-  const signature_vec& r = *rhs;
-
-  if (l.size () < r.size ())
-    return true;
-  else if (l.size () > r.size ())
-    return false;
-
-  for (size_t i = 0; i < l.size (); ++i)
+    // generic call function
     {
-      if (l[i]->type_id () < r[i]->type_id ())
-        return true;
-      else if (l[i]->type_id () > r[i]->type_id ())
-        return false;
+      jit_type *int_t = intN (sizeof (octave_builtin::fcn) * 8);
+      any_call = create_external (JIT_FN (octave_jit_call), any, int_t, int_t,
+                                  any_ptr, int_t);
     }
 
-  return false;
-}
+    // any with anything is an any op
+    jit_function fn;
+    jit_type *binary_op_type = intN (sizeof (octave_value::binary_op) * 8);
+    llvm::Type *llvm_bo_type = binary_op_type->to_llvm ();
+    jit_function any_binary = create_external (JIT_FN (octave_jit_binary_any_any),
+                                               any, binary_op_type, any, any);
+    any_binary.mark_can_error ();
+    binary_ops.resize (octave_value::num_binary_ops);
+    for (size_t i = 0; i < octave_value::num_binary_ops; ++i)
+      {
+        octave_value::binary_op op = static_cast<octave_value::binary_op> (i);
+        std::string op_name = octave_value::binary_op_as_string (op);
+        binary_ops[i].stash_name ("binary" + op_name);
+      }
+
+    unary_ops.resize (octave_value::num_unary_ops);
+    for (size_t i = 0; i < octave_value::num_unary_ops; ++i)
+      {
+        octave_value::unary_op op = static_cast<octave_value::unary_op> (i);
+        std::string op_name = octave_value::unary_op_as_string (op);
+        unary_ops[i].stash_name ("unary" + op_name);
+      }
+
+    for (int op = 0; op < octave_value::num_binary_ops; ++op)
+      {
+        llvm::Twine fn_name ("octave_jit_binary_any_any_");
+        fn_name = fn_name + llvm::Twine (op);
 
-// -------------------- jit_index_operation --------------------
-jit_function *
-jit_index_operation::generate (const signature_vec& types) const
-{
-  if (types.size () > 2 && types[0] == jit_typeinfo::get_matrix ())
-    {
-      // indexing a matrix with scalars
-      jit_type *scalar = jit_typeinfo::get_scalar ();
-      for (size_t i = 1; i < types.size (); ++i)
-        if (types[i] != scalar)
-          return 0;
+        fn = create_internal (fn_name, any, any, any);
+        fn.mark_can_error ();
+        llvm::BasicBlock *block = fn.new_block ();
+        builder.SetInsertPoint (block);
+        llvm::APInt op_int(sizeof (octave_value::binary_op) * 8, op,
+                           std::numeric_limits<octave_value::binary_op>::is_signed);
+        llvm::Value *op_as_llvm = llvm::ConstantInt::get (llvm_bo_type, op_int);
+        llvm::Value *ret = any_binary.call (builder, op_as_llvm,
+                                            fn.argument (builder, 0),
+                                            fn.argument (builder, 1));
+        fn.do_return (builder, ret);
+        binary_ops[op].add_overload (fn);
+      }
+
+    // grab matrix
+    fn = create_external (JIT_FN (octave_jit_grab_matrix), matrix, matrix);
+    grab_fn.add_overload (fn);
+
+    grab_fn.add_overload (create_identity (scalar));
+    grab_fn.add_overload (create_identity (scalar_ptr));
+    grab_fn.add_overload (create_identity (any_ptr));
+    grab_fn.add_overload (create_identity (boolean));
+    grab_fn.add_overload (create_identity (complex));
+    grab_fn.add_overload (create_identity (index));
 
-      return generate_matrix (types);
-    }
+    // release any
+    fn = create_external (JIT_FN (octave_jit_release_any), 0, any);
+    release_fn.add_overload (fn);
+    release_fn.stash_name ("release");
+
+    // release matrix
+    fn = create_external (JIT_FN (octave_jit_release_matrix), 0, matrix);
+    release_fn.add_overload (fn);
+
+    // destroy
+    destroy_fn = release_fn;
+    destroy_fn.stash_name ("destroy");
+    destroy_fn.add_overload (create_identity(scalar));
+    destroy_fn.add_overload (create_identity(boolean));
+    destroy_fn.add_overload (create_identity(index));
+    destroy_fn.add_overload (create_identity(complex));
+
+    // -------------------- scalar related operations --------------------
+
+    // now for binary scalar operations
+    add_binary_op (scalar, octave_value::op_add, llvm::Instruction::FAdd);
+    add_binary_op (scalar, octave_value::op_sub, llvm::Instruction::FSub);
+    add_binary_op (scalar, octave_value::op_mul, llvm::Instruction::FMul);
+    add_binary_op (scalar, octave_value::op_el_mul, llvm::Instruction::FMul);
 
-  return 0;
-}
+    add_binary_fcmp (scalar, octave_value::op_lt, llvm::CmpInst::FCMP_ULT);
+    add_binary_fcmp (scalar, octave_value::op_le, llvm::CmpInst::FCMP_ULE);
+    add_binary_fcmp (scalar, octave_value::op_eq, llvm::CmpInst::FCMP_UEQ);
+    add_binary_fcmp (scalar, octave_value::op_ge, llvm::CmpInst::FCMP_UGE);
+    add_binary_fcmp (scalar, octave_value::op_gt, llvm::CmpInst::FCMP_UGT);
+    add_binary_fcmp (scalar, octave_value::op_ne, llvm::CmpInst::FCMP_UNE);
+
+    jit_function gripe_div0 = create_external (JIT_FN (warn_divide_by_zero), 0);
+    gripe_div0.mark_can_error ();
+
+    // divide is annoying because it might error
+    fn = create_internal ("octave_jit_div_scalar_scalar", scalar, scalar, scalar);
+    fn.mark_can_error ();
+
+    llvm::BasicBlock *body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::BasicBlock *warn_block = fn.new_block ("warn");
+      llvm::BasicBlock *normal_block = fn.new_block ("normal");
+
+      llvm::Value *zero = llvm::ConstantFP::get (scalar_t, 0);
+      llvm::Value *check = builder.CreateFCmpUEQ (zero, fn.argument (builder, 1));
+      builder.CreateCondBr (check, warn_block, normal_block);
+
+      builder.SetInsertPoint (warn_block);
+      gripe_div0.call (builder);
+      builder.CreateBr (normal_block);
+
+      builder.SetInsertPoint (normal_block);
+      llvm::Value *ret = builder.CreateFDiv (fn.argument (builder, 0),
+                                             fn.argument (builder, 1));
+      fn.do_return (builder, ret);
+    }
+    binary_ops[octave_value::op_div].add_overload (fn);
+    binary_ops[octave_value::op_el_div].add_overload (fn);
+
+    // ldiv is the same as div with the operators reversed
+    fn = mirror_binary (fn);
+    binary_ops[octave_value::op_ldiv].add_overload (fn);
+    binary_ops[octave_value::op_el_ldiv].add_overload (fn);
 
-llvm::Value *
-jit_index_operation::create_arg_array (llvm::IRBuilderD& builder,
-                                       const jit_function& fn, size_t start_idx,
-                                       size_t end_idx) const
-{
-  size_t n = end_idx - start_idx;
-  llvm::Type *scalar_t = jit_typeinfo::get_scalar_llvm ();
-  llvm::ArrayType *array_t = llvm::ArrayType::get (scalar_t, n);
-  llvm::Value *array = llvm::UndefValue::get (array_t);
-  for (size_t i = start_idx; i < end_idx; ++i)
+    // In general, the result of scalar ^ scalar is a complex number.  We might
+    // be able to improve on this if we keep track of the range of values
+    // variables can take on.
+    fn = create_external (JIT_FN (octave_jit_pow_scalar_scalar), complex, scalar,
+                          scalar);
+    binary_ops[octave_value::op_pow].add_overload (fn);
+    binary_ops[octave_value::op_el_pow].add_overload (fn);
+
+    // now for unary scalar operations
+    // FIXME: Impelment not
+    fn = create_internal ("octave_jit_++", scalar, scalar);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
     {
-      llvm::Value *idx = fn.argument (builder, i);
-      array = builder.CreateInsertValue (array, idx, i - start_idx);
+      llvm::Value *one = llvm::ConstantFP::get (scalar_t, 1);
+      llvm::Value *val = fn.argument (builder, 0);
+      val = builder.CreateFAdd (val, one);
+      fn.do_return (builder, val);
     }
+    unary_ops[octave_value::op_incr].add_overload (fn);
 
-  llvm::Value *array_mem = builder.CreateAlloca (array_t);
-  builder.CreateStore (array, array_mem);
-  return builder.CreateBitCast (array_mem, scalar_t->getPointerTo ());
-}
+    fn = create_internal ("octave_jit_--", scalar, scalar);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *one = llvm::ConstantFP::get (scalar_t, 1);
+      llvm::Value *val = fn.argument (builder, 0);
+      val = builder.CreateFSub (val, one);
+      fn.do_return (builder, val);
+    }
+    unary_ops[octave_value::op_decr].add_overload (fn);
+
+    fn = create_internal ("octave_jit_uminus", scalar, scalar);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *mone = llvm::ConstantFP::get (scalar_t, -1);
+      llvm::Value *val = fn.argument (builder, 0);
+      val = builder.CreateFMul (val, mone);
+      fn.do_return (builder, val);
+    }
+    unary_ops[octave_value::op_uminus].add_overload (fn);
+
+    fn = create_identity (scalar);
+    unary_ops[octave_value::op_uplus].add_overload (fn);
+    unary_ops[octave_value::op_transpose].add_overload (fn);
+    unary_ops[octave_value::op_hermitian].add_overload (fn);
 
-// -------------------- jit_paren_subsref --------------------
-jit_function *
-jit_paren_subsref::generate_matrix (const signature_vec& types) const
-{
-  std::stringstream ss;
-  ss << "jit_paren_subsref_matrix_scalar" << (types.size () - 1);
+    // now for binary complex operations
+    fn = create_internal ("octave_jit_+_complex_complex", complex, complex,
+                          complex);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *lhs = fn.argument (builder, 0);
+      llvm::Value *rhs = fn.argument (builder, 1);
+      llvm::Value *real = builder.CreateFAdd (complex_real (lhs),
+                                              complex_real (rhs));
+      llvm::Value *imag = builder.CreateFAdd (complex_imag (lhs),
+                                              complex_imag (rhs));
+      fn.do_return (builder, complex_new (real, imag));
+    }
+    binary_ops[octave_value::op_add].add_overload (fn);
+
+    fn = create_internal ("octave_jit_-_complex_complex", complex, complex,
+                          complex);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *lhs = fn.argument (builder, 0);
+      llvm::Value *rhs = fn.argument (builder, 1);
+      llvm::Value *real = builder.CreateFSub (complex_real (lhs),
+                                              complex_real (rhs));
+      llvm::Value *imag = builder.CreateFSub (complex_imag (lhs),
+                                              complex_imag (rhs));
+      fn.do_return (builder, complex_new (real, imag));
+    }
+    binary_ops[octave_value::op_sub].add_overload (fn);
+
+    fn = create_external (JIT_FN (octave_jit_complex_mul),
+                          complex, complex, complex);
+    binary_ops[octave_value::op_mul].add_overload (fn);
+    binary_ops[octave_value::op_el_mul].add_overload (fn);
+
+    jit_function complex_div = create_external (JIT_FN (octave_jit_complex_div),
+                                                complex, complex, complex);
+    complex_div.mark_can_error ();
+    binary_ops[octave_value::op_div].add_overload (fn);
+    binary_ops[octave_value::op_ldiv].add_overload (fn);
+
+    fn = create_external (JIT_FN (octave_jit_pow_complex_complex), complex,
+                          complex, complex);
+    binary_ops[octave_value::op_pow].add_overload (fn);
+    binary_ops[octave_value::op_el_pow].add_overload (fn);
 
-  jit_type *scalar = jit_typeinfo::get_scalar ();
-  jit_function *fn = new jit_function (module, jit_convention::internal,
-                                       ss.str (), scalar, types);
-  fn->mark_can_error ();
-  llvm::BasicBlock *body = fn->new_block ();
-  llvm::IRBuilder<> builder (body);
+    fn = create_internal ("octave_jit_*_scalar_complex", complex, scalar,
+                          complex);
+    jit_function mul_scalar_complex = fn;
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::BasicBlock *complex_mul = fn.new_block ("complex_mul");
+      llvm::BasicBlock *scalar_mul = fn.new_block ("scalar_mul");
+
+      llvm::Value *fzero = llvm::ConstantFP::get (scalar_t, 0);
+      llvm::Value *lhs = fn.argument (builder, 0);
+      llvm::Value *rhs = fn.argument (builder, 1);
+
+      llvm::Value *cmp = builder.CreateFCmpUEQ (complex_imag (rhs), fzero);
+      builder.CreateCondBr (cmp, scalar_mul, complex_mul);
+
+      builder.SetInsertPoint (scalar_mul);
+      llvm::Value *temp = complex_real (rhs);
+      temp = builder.CreateFMul (lhs, temp);
+      fn.do_return (builder, complex_new (temp, fzero), false);
+
+      builder.SetInsertPoint (complex_mul);
+      temp = complex_new (builder.CreateFMul (lhs, complex_real (rhs)),
+                          builder.CreateFMul (lhs, complex_imag (rhs)));
+      fn.do_return (builder, temp);
+    }
+    binary_ops[octave_value::op_mul].add_overload (fn);
+    binary_ops[octave_value::op_el_mul].add_overload (fn);
+
+    fn = mirror_binary (mul_scalar_complex);
+    binary_ops[octave_value::op_mul].add_overload (fn);
+    binary_ops[octave_value::op_el_mul].add_overload (fn);
+
+    fn = create_internal ("octave_jit_+_scalar_complex", complex, scalar,
+                          complex);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *lhs = fn.argument (builder, 0);
+      llvm::Value *rhs = fn.argument (builder, 1);
+      llvm::Value *real = builder.CreateFAdd (lhs, complex_real (rhs));
+      fn.do_return (builder, complex_real (rhs, real));
+    }
+    binary_ops[octave_value::op_add].add_overload (fn);
+
+    fn = mirror_binary (fn);
+    binary_ops[octave_value::op_add].add_overload (fn);
 
-  llvm::Value *array = create_arg_array (builder, *fn, 1, types.size ());
-  jit_type *index = jit_typeinfo::get_index ();
-  llvm::Value *nelem = llvm::ConstantInt::get (index->to_llvm (),
-                                               types.size () - 1);
-  llvm::Value *mat = fn->argument (builder, 0);
-  llvm::Value *ret = paren_scalar.call (builder, mat, array, nelem);
-  fn->do_return (builder, ret);
-  return fn;
-}
+    fn = create_internal ("octave_jit_-_complex_scalar", complex, complex,
+                          scalar);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *lhs = fn.argument (builder, 0);
+      llvm::Value *rhs = fn.argument (builder, 1);
+      llvm::Value *real = builder.CreateFSub (complex_real (lhs), rhs);
+      fn.do_return (builder, complex_real (lhs, real));
+    }
+    binary_ops[octave_value::op_sub].add_overload (fn);
+
+    fn = create_internal ("octave_jit_-_scalar_complex", complex, scalar,
+                          complex);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *lhs = fn.argument (builder, 0);
+      llvm::Value *rhs = fn.argument (builder, 1);
+      llvm::Value *real = builder.CreateFSub (lhs, complex_real (rhs));
+      fn.do_return (builder, complex_real (rhs, real));
+    }
+    binary_ops[octave_value::op_sub].add_overload (fn);
+
+    fn = create_external (JIT_FN (octave_jit_pow_scalar_complex), complex, scalar,
+                          complex);
+    binary_ops[octave_value::op_pow].add_overload (fn);
+    binary_ops[octave_value::op_el_pow].add_overload (fn);
+
+    fn = create_external (JIT_FN (octave_jit_pow_complex_scalar), complex,
+                          complex, scalar);
+    binary_ops[octave_value::op_pow].add_overload (fn);
+    binary_ops[octave_value::op_el_pow].add_overload (fn);
+
+    // now for binary index operators
+    add_binary_op (index, octave_value::op_add, llvm::Instruction::Add);
+
+    // and binary bool operators
+    add_binary_op (boolean, octave_value::op_el_or, llvm::Instruction::Or);
+    add_binary_op (boolean, octave_value::op_el_and, llvm::Instruction::And);
+
+    // now for printing functions
+    print_fn.stash_name ("print");
+    add_print (any, reinterpret_cast<void *> (&octave_jit_print_any));
+    add_print (scalar, reinterpret_cast<void *> (&octave_jit_print_scalar));
 
-void
-jit_paren_subsref::do_initialize (void)
-{
-  std::vector<jit_type *> types (3);
-  types[0] = jit_typeinfo::get_matrix ();
-  types[1] = jit_typeinfo::get_scalar_ptr ();
-  types[2] = jit_typeinfo::get_index ();
+    // initialize for loop
+    for_init_fn.stash_name ("for_init");
+
+    fn = create_internal ("octave_jit_for_range_init", index, range);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *zero = llvm::ConstantInt::get (index_t, 0);
+      fn.do_return (builder, zero);
+    }
+    for_init_fn.add_overload (fn);
+
+    // bounds check for for loop
+    for_check_fn.stash_name ("for_check");
 
-  jit_type *scalar = jit_typeinfo::get_scalar ();
-  paren_scalar = jit_function (module, jit_convention::external,
-                               "octave_jit_paren_scalar", scalar, types);
-  paren_scalar.add_mapping (engine, &octave_jit_paren_scalar);
-  paren_scalar.mark_can_error ();
-}
+    fn = create_internal ("octave_jit_for_range_check", boolean, range, index);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *nelem
+        = builder.CreateExtractValue (fn.argument (builder, 0), 3);
+      llvm::Value *idx = fn.argument (builder, 1);
+      llvm::Value *ret = builder.CreateICmpULT (idx, nelem);
+      fn.do_return (builder, ret);
+    }
+    for_check_fn.add_overload (fn);
+
+    // index variabe for for loop
+    for_index_fn.stash_name ("for_index");
 
-// -------------------- jit_paren_subsasgn --------------------
-jit_function *
-jit_paren_subsasgn::generate_matrix (const signature_vec& types) const
-{
-  std::stringstream ss;
-  ss << "jit_paren_subsasgn_matrix_scalar" << (types.size () - 2);
+    fn = create_internal ("octave_jit_for_range_idx", scalar, range, index);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *idx = fn.argument (builder, 1);
+      llvm::Value *didx = builder.CreateSIToFP (idx, scalar_t);
+      llvm::Value *rng = fn.argument (builder, 0);
+      llvm::Value *base = builder.CreateExtractValue (rng, 0);
+      llvm::Value *inc = builder.CreateExtractValue (rng, 2);
+
+      llvm::Value *ret = builder.CreateFMul (didx, inc);
+      ret = builder.CreateFAdd (base, ret);
+      fn.do_return (builder, ret);
+    }
+    for_index_fn.add_overload (fn);
+
+    // logically true
+    logically_true_fn.stash_name ("logically_true");
 
-  jit_type *matrix = jit_typeinfo::get_matrix ();
-  jit_function *fn = new jit_function (module, jit_convention::internal,
-                                       ss.str (), matrix, types);
-  fn->mark_can_error ();
-  llvm::BasicBlock *body = fn->new_block ();
-  llvm::IRBuilder<> builder (body);
+    jit_function gripe_nantl
+      = create_external (JIT_FN (octave_jit_err_nan_to_logical_conversion), 0);
+    gripe_nantl.mark_can_error ();
+
+    fn = create_internal ("octave_jit_logically_true_scalar", boolean, scalar);
+    fn.mark_can_error ();
+
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::BasicBlock *error_block = fn.new_block ("error");
+      llvm::BasicBlock *normal_block = fn.new_block ("normal");
+
+      llvm::Value *check = builder.CreateFCmpUNE (fn.argument (builder, 0),
+                                                  fn.argument (builder, 0));
+      builder.CreateCondBr (check, error_block, normal_block);
+
+      builder.SetInsertPoint (error_block);
+      gripe_nantl.call (builder);
+      builder.CreateBr (normal_block);
+      builder.SetInsertPoint (normal_block);
+
+      llvm::Value *zero = llvm::ConstantFP::get (scalar_t, 0);
+      llvm::Value *ret = builder.CreateFCmpONE (fn.argument (builder, 0), zero);
+      fn.do_return (builder, ret);
+    }
+    logically_true_fn.add_overload (fn);
+
+    // logically_true boolean
+    fn = create_identity (boolean);
+    logically_true_fn.add_overload (fn);
+
+    // make_range
+    // FIXME: May be benificial to implement all in LLVM
+    make_range_fn.stash_name ("make_range");
+    jit_function compute_nelem
+      = create_external (JIT_FN (octave_jit_compute_nelem),
+                         index, scalar, scalar, scalar);
 
-  llvm::Value *array = create_arg_array (builder, *fn, 1, types.size () - 1);
-  jit_type *index = jit_typeinfo::get_index ();
-  llvm::Value *nelem = llvm::ConstantInt::get (index->to_llvm (),
-                                               types.size () - 2);
+    fn = create_internal ("octave_jit_make_range", range, scalar, scalar, scalar);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *base = fn.argument (builder, 0);
+      llvm::Value *limit = fn.argument (builder, 1);
+      llvm::Value *inc = fn.argument (builder, 2);
+      llvm::Value *nelem = compute_nelem.call (builder, base, limit, inc);
+
+      llvm::Value *dzero = llvm::ConstantFP::get (scalar_t, 0);
+      llvm::Value *izero = llvm::ConstantInt::get (index_t, 0);
+      llvm::Value *rng = llvm::ConstantStruct::get (range_t, dzero, dzero, dzero,
+                                                    izero, NULL);
+      rng = builder.CreateInsertValue (rng, base, 0);
+      rng = builder.CreateInsertValue (rng, limit, 1);
+      rng = builder.CreateInsertValue (rng, inc, 2);
+      rng = builder.CreateInsertValue (rng, nelem, 3);
+      fn.do_return (builder, rng);
+    }
+    make_range_fn.add_overload (fn);
 
-  llvm::Value *mat = fn->argument (builder, 0);
-  llvm::Value *value = fn->argument (builder, types.size () - 1);
-  llvm::Value *ret = paren_scalar.call (builder, mat, array, nelem, value);
-  fn->do_return (builder, ret);
-  return fn;
-}
+    // paren_subsref
+    jit_type *jit_int = intN (sizeof (int) * 8);
+    llvm::Type *int_t = jit_int->to_llvm ();
+    jit_function ginvalid_index
+      = create_external (JIT_FN (octave_jit_ginvalid_index), 0);
+    jit_function gindex_range = create_external (JIT_FN (octave_jit_gindex_range),
+                                                 0, jit_int, jit_int, index,
+                                                 index);
+
+    fn = create_internal ("()subsref", scalar, matrix, scalar);
+    fn.mark_can_error ();
+
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *one_idx = llvm::ConstantInt::get (index_t, 1);
+      llvm::Value *one_int = llvm::ConstantInt::get (int_t, 1);
+
+      llvm::Value *undef = llvm::UndefValue::get (scalar_t);
+      llvm::Value *mat = fn.argument (builder, 0);
+      llvm::Value *idx = fn.argument (builder, 1);
 
-void
-jit_paren_subsasgn::do_initialize (void)
-{
-  if (paren_scalar.valid ())
-    return;
+      // convert index to scalar to integer, and check index >= 1
+      llvm::Value *int_idx = builder.CreateFPToSI (idx, index_t);
+      llvm::Value *check_idx = builder.CreateSIToFP (int_idx, scalar_t);
+      llvm::Value *cond0 = builder.CreateFCmpUNE (idx, check_idx);
+      llvm::Value *cond1 = builder.CreateICmpSLT (int_idx, one_idx);
+      llvm::Value *cond = builder.CreateOr (cond0, cond1);
+
+      llvm::BasicBlock *done = fn.new_block ("done");
+      llvm::BasicBlock *conv_error = fn.new_block ("conv_error", done);
+      llvm::BasicBlock *normal = fn.new_block ("normal", done);
+      builder.CreateCondBr (cond, conv_error, normal);
+
+      builder.SetInsertPoint (conv_error);
+      ginvalid_index.call (builder);
+      builder.CreateBr (done);
+
+      builder.SetInsertPoint (normal);
+      llvm::Value *len
+        = builder.CreateExtractValue (mat, llvm::ArrayRef<unsigned> (2));
+      cond = builder.CreateICmpSGT (int_idx, len);
 
-  jit_type *matrix = jit_typeinfo::get_matrix ();
-  std::vector<jit_type *> types (4);
-  types[0] = matrix;
-  types[1] = jit_typeinfo::get_scalar_ptr ();
-  types[2] = jit_typeinfo::get_index ();
-  types[3] = jit_typeinfo::get_scalar ();
+      llvm::BasicBlock *bounds_error = fn.new_block ("bounds_error", done);
+      llvm::BasicBlock *success = fn.new_block ("success", done);
+      builder.CreateCondBr (cond, bounds_error, success);
+
+      builder.SetInsertPoint (bounds_error);
+      gindex_range.call (builder, one_int, one_int, int_idx, len);
+      builder.CreateBr (done);
+
+      builder.SetInsertPoint (success);
+      llvm::Value *data = builder.CreateExtractValue (mat,
+                                                      llvm::ArrayRef<unsigned> (1));
+      llvm::Value *gep = builder.CreateInBoundsGEP (data, int_idx);
+      llvm::Value *ret = builder.CreateLoad (gep);
+      builder.CreateBr (done);
+
+      builder.SetInsertPoint (done);
+
+      llvm::PHINode *merge = llvm::PHINode::Create (scalar_t, 3);
+      builder.Insert (merge);
+      merge->addIncoming (undef, conv_error);
+      merge->addIncoming (undef, bounds_error);
+      merge->addIncoming (ret, success);
+      fn.do_return (builder, merge);
+    }
+    paren_subsref_fn.add_overload (fn);
 
-  paren_scalar = jit_function (module, jit_convention::external,
-                               "octave_jit_paren_scalar", matrix, types);
-  paren_scalar.add_mapping (engine, &octave_jit_paren_scalar_subsasgn);
-  paren_scalar.mark_can_error ();
-}
+    // paren subsasgn
+    paren_subsasgn_fn.stash_name ("()subsasgn");
+
+    jit_function resize_paren_subsasgn
+      = create_external (JIT_FN (octave_jit_paren_subsasgn_impl), matrix, matrix,
+                         index, scalar);
+
+    fn = create_internal ("octave_jit_paren_subsasgn", matrix, matrix, scalar,
+                          scalar);
+    fn.mark_can_error ();
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *one_idx = llvm::ConstantInt::get (index_t, 1);
+      llvm::Value *one_int = llvm::ConstantInt::get (int_t, 1);
+
+      llvm::Value *mat = fn.argument (builder, 0);
+      llvm::Value *idx = fn.argument (builder, 1);
+      llvm::Value *value = fn.argument (builder, 2);
 
-// -------------------- jit_typeinfo --------------------
-void
-jit_typeinfo::initialize (llvm::Module *m, llvm::ExecutionEngine *e)
-{
-  new jit_typeinfo (m, e);
-}
+      llvm::Value *int_idx = builder.CreateFPToSI (idx, index_t);
+      llvm::Value *check_idx = builder.CreateSIToFP (int_idx, scalar_t);
+      llvm::Value *cond0 = builder.CreateFCmpUNE (idx, check_idx);
+      llvm::Value *cond1 = builder.CreateICmpSLT (int_idx, one_idx);
+      llvm::Value *cond = builder.CreateOr (cond0, cond1);
+
+      llvm::BasicBlock *done = fn.new_block ("done");
+
+      llvm::BasicBlock *conv_error = fn.new_block ("conv_error", done);
+      llvm::BasicBlock *normal = fn.new_block ("normal", done);
+      builder.CreateCondBr (cond, conv_error, normal);
+      builder.SetInsertPoint (conv_error);
+      ginvalid_index.call (builder);
+      builder.CreateBr (done);
+
+      builder.SetInsertPoint (normal);
+      llvm::Value *len = builder.CreateExtractValue (mat, 2);
+      cond0 = builder.CreateICmpSGT (int_idx, len);
+
+      llvm::Value *rcount = builder.CreateExtractValue (mat, 0);
+      rcount = builder.CreateLoad (rcount);
+      cond1 = builder.CreateICmpSGT (rcount, one_int);
+      cond = builder.CreateOr (cond0, cond1);
+
+      llvm::BasicBlock *bounds_error = fn.new_block ("bounds_error", done);
+      llvm::BasicBlock *success = fn.new_block ("success", done);
+      builder.CreateCondBr (cond, bounds_error, success);
 
-// wrap function names to simplify jit_typeinfo::create_external
-#define JIT_FN(fn) engine, &fn, #fn
+      // resize on out of bounds access
+      builder.SetInsertPoint (bounds_error);
+      llvm::Value *resize_result = resize_paren_subsasgn.call (builder, mat,
+                                                               int_idx, value);
+      builder.CreateBr (done);
+
+      builder.SetInsertPoint (success);
+      llvm::Value *data
+        = builder.CreateExtractValue (mat, llvm::ArrayRef<unsigned> (1));
+      llvm::Value *gep = builder.CreateInBoundsGEP (data, int_idx);
+      builder.CreateStore (value, gep);
+      builder.CreateBr (done);
+
+      builder.SetInsertPoint (done);
 
-jit_typeinfo::jit_typeinfo (llvm::Module *m, llvm::ExecutionEngine *e)
-  : module (m), engine (e), next_id (0),
-    builder (*new llvm::IRBuilderD (context))
-{
-  instance = this;
+      llvm::PHINode *merge = llvm::PHINode::Create (matrix_t, 3);
+      builder.Insert (merge);
+      merge->addIncoming (mat, conv_error);
+      merge->addIncoming (resize_result, bounds_error);
+      merge->addIncoming (mat, success);
+      fn.do_return (builder, merge);
+    }
+    paren_subsasgn_fn.add_overload (fn);
+
+    fn = create_external (JIT_FN (octave_jit_paren_subsasgn_matrix_range), matrix,
+                          matrix, range, scalar);
+    fn.mark_can_error ();
+    paren_subsasgn_fn.add_overload (fn);
+
+    end1_fn.stash_name ("end1");
+    fn = create_internal ("octave_jit_end1_matrix", scalar, matrix, index, index);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *mat = fn.argument (builder, 0);
+      llvm::Value *ret = builder.CreateExtractValue (mat, 2);
+      fn.do_return (builder, builder.CreateSIToFP (ret, scalar_t));
+    }
+    end1_fn.add_overload (fn);
 
-  // FIXME: We should be registering types like in octave_value_typeinfo
-  llvm::Type *any_t = llvm::StructType::create (context, "octave_base_value");
-  any_t = any_t->getPointerTo ();
+    end_fn.stash_name ("end");
+    fn = create_external (JIT_FN (octave_jit_end_matrix),scalar, matrix, index,
+                          index);
+    end_fn.add_overload (fn);
+
+    // -------------------- create_undef --------------------
+    create_undef_fn.stash_name ("create_undef");
+    fn = create_external (JIT_FN (octave_jit_create_undef), any);
+    create_undef_fn.add_overload (fn);
+
+    casts[any->type_id ()].stash_name ("(any)");
+    casts[scalar->type_id ()].stash_name ("(scalar)");
+    casts[complex->type_id ()].stash_name ("(complex)");
+    casts[matrix->type_id ()].stash_name ("(matrix)");
+    casts[range->type_id ()].stash_name ("(range)");
+
+    // cast any <- matrix
+    fn = create_external (JIT_FN (octave_jit_cast_any_matrix), any, matrix);
+    casts[any->type_id ()].add_overload (fn);
+
+    // cast matrix <- any
+    fn = create_external (JIT_FN (octave_jit_cast_matrix_any), matrix, any);
+    casts[matrix->type_id ()].add_overload (fn);
 
-  llvm::Type *scalar_t = llvm::Type::getDoubleTy (context);
-  llvm::Type *bool_t = llvm::Type::getInt1Ty (context);
-  llvm::Type *string_t = llvm::Type::getInt8Ty (context);
-  string_t = string_t->getPointerTo ();
-  llvm::Type *index_t = llvm::Type::getIntNTy (context,
-                                               sizeof(octave_idx_type) * 8);
+    // cast any <- range
+    fn = create_external (JIT_FN (octave_jit_cast_any_range), any, range);
+    casts[any->type_id ()].add_overload (fn);
+
+    // cast range <- any
+    fn = create_external (JIT_FN (octave_jit_cast_range_any), range, any);
+    casts[range->type_id ()].add_overload (fn);
+
+    // cast any <- scalar
+    fn = create_external (JIT_FN (octave_jit_cast_any_scalar), any, scalar);
+    casts[any->type_id ()].add_overload (fn);
+
+    // cast scalar <- any
+    fn = create_external (JIT_FN (octave_jit_cast_scalar_any), scalar, any);
+    casts[scalar->type_id ()].add_overload (fn);
+
+    // cast any <- complex
+    fn = create_external (JIT_FN (octave_jit_cast_any_complex), any, complex);
+    casts[any->type_id ()].add_overload (fn);
+
+    // cast complex <- any
+    fn = create_external (JIT_FN (octave_jit_cast_complex_any), complex, any);
+    casts[complex->type_id ()].add_overload (fn);
 
-  llvm::StructType *range_t = llvm::StructType::create (context, "range");
-  std::vector<llvm::Type *> range_contents (4, scalar_t);
-  range_contents[3] = index_t;
-  range_t->setBody (range_contents);
+    // cast complex <- scalar
+    fn = create_internal ("octave_jit_cast_complex_scalar", complex, scalar);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    {
+      llvm::Value *zero = llvm::ConstantFP::get (scalar_t, 0);
+      fn.do_return (builder, complex_new (fn.argument (builder, 0), zero));
+    }
+    casts[complex->type_id ()].add_overload (fn);
+
+    // cast scalar <- complex
+    fn = create_internal ("octave_jit_cast_scalar_complex", scalar, complex);
+    body = fn.new_block ();
+    builder.SetInsertPoint (body);
+    fn.do_return (builder, complex_real (fn.argument (builder, 0)));
+    casts[scalar->type_id ()].add_overload (fn);
+
+    // cast any <- any
+    fn = create_identity (any);
+    casts[any->type_id ()].add_overload (fn);
 
-  llvm::Type *refcount_t = llvm::Type::getIntNTy (context, sizeof(int) * 8);
+    // cast scalar <- scalar
+    fn = create_identity (scalar);
+    casts[scalar->type_id ()].add_overload (fn);
+
+    // cast complex <- complex
+    fn = create_identity (complex);
+    casts[complex->type_id ()].add_overload (fn);
+
+    // -------------------- builtin functions --------------------
+    add_builtin ("#unknown_function");
+    unknown_function = builtins["#unknown_function"];
+
+    add_builtin ("sin");
+    register_intrinsic ("sin", llvm::Intrinsic::sin, scalar, scalar);
+    register_generic ("sin", matrix, matrix);
+
+    add_builtin ("cos");
+    register_intrinsic ("cos", llvm::Intrinsic::cos, scalar, scalar);
+    register_generic ("cos", matrix, matrix);
+
+    add_builtin ("exp");
+    register_intrinsic ("exp", llvm::Intrinsic::exp, scalar, scalar);
+    register_generic ("exp", matrix, matrix);
 
-  llvm::StructType *matrix_t = llvm::StructType::create (context, "matrix");
-  llvm::Type *matrix_contents[5];
-  matrix_contents[0] = refcount_t->getPointerTo ();
-  matrix_contents[1] = scalar_t->getPointerTo ();
-  matrix_contents[2] = index_t;
-  matrix_contents[3] = index_t->getPointerTo ();
-  matrix_contents[4] = string_t;
-  matrix_t->setBody (llvm::makeArrayRef (matrix_contents, 5));
+    add_builtin ("balance");
+    register_generic ("balance", matrix, matrix);
+
+    add_builtin ("cond");
+    register_generic ("cond", scalar, matrix);
+
+    add_builtin ("det");
+    register_generic ("det", scalar, matrix);
+
+    add_builtin ("norm");
+    register_generic ("norm", scalar, matrix);
+
+    add_builtin ("rand");
+    register_generic ("rand", matrix, scalar);
+    register_generic ("rand", matrix, std::vector<jit_type *> (2, scalar));
+
+    add_builtin ("magic");
+    register_generic ("magic", matrix, scalar);
+    register_generic ("magic", matrix, std::vector<jit_type *> (2, scalar));
+
+    add_builtin ("eye");
+    register_generic ("eye", matrix, scalar);
+    register_generic ("eye", matrix, std::vector<jit_type *> (2, scalar));
 
-  llvm::Type *complex_t = llvm::ArrayType::get (scalar_t, 2);
+    add_builtin ("mod");
+    register_generic ("mod", scalar, std::vector<jit_type *> (2, scalar));
+
+    casts.resize (next_id + 1);
+    jit_function any_id = create_identity (any);
+    jit_function grab_any = create_external (JIT_FN (octave_jit_grab_any),
+                                             any, any);
+    jit_function release_any = get_release (any);
+    std::vector<jit_type *> args;
+    args.resize (1);
 
-  // complex_ret is what is passed to C functions in order to get calling
-  // convention right
-  llvm::Type *cmplx_inner_cont[] = {scalar_t, scalar_t};
-  llvm::StructType *cmplx_inner = llvm::StructType::create (cmplx_inner_cont);
+    for (std::map<std::string, jit_type *>::iterator iter = builtins.begin ();
+         iter != builtins.end (); ++iter)
+      {
+        jit_type *btype = iter->second;
+        args[0] = btype;
 
-  complex_ret = llvm::StructType::create (context, "complex_ret");
-  {
-    llvm::Type *contents[] = {cmplx_inner};
-    complex_ret->setBody (contents);
+        grab_fn.add_overload (jit_function (grab_any, btype, args));
+        release_fn.add_overload (jit_function (release_any, 0, args));
+        casts[any->type_id ()].add_overload (jit_function (any_id, any, args));
+
+        args[0] = any;
+        casts[btype->type_id ()].add_overload (jit_function (any_id, btype,
+                                                             args));
+      }
   }
 
-  // create types
-  any = new_type ("any", 0, any_t);
-  matrix = new_type ("matrix", any, matrix_t);
-  complex = new_type ("complex", any, complex_t);
-  scalar = new_type ("scalar", complex, scalar_t);
-  scalar_ptr = new_type ("scalar_ptr", 0, scalar_t->getPointerTo ());
-  any_ptr = new_type ("any_ptr", 0, any_t->getPointerTo ());
-  range = new_type ("range", any, range_t);
-  string = new_type ("string", any, string_t);
-  boolean = new_type ("bool", any, bool_t);
-  index = new_type ("index", any, index_t);
+  const jit_function&
+  jit_typeinfo::do_end (jit_value *value, jit_value *idx, jit_value *count)
+  {
+    jit_const_index *ccount = dynamic_cast<jit_const_index *> (count);
+    if (ccount && ccount->value () == 1)
+      return end1_fn.overload (value->type (), idx->type (), count->type ());
 
-  create_int (8);
-  create_int (16);
-  create_int (32);
-  create_int (64);
-
-  casts.resize (next_id + 1);
-  identities.resize (next_id + 1);
-
-  // specify calling conventions
-  // FIXME: We should detect architecture and do something sane based on that
-  // here we assume x86 or x86_64
-  matrix->mark_sret (jit_convention::external);
-  matrix->mark_pointer_arg (jit_convention::external);
-
-  range->mark_sret (jit_convention::external);
-  range->mark_pointer_arg (jit_convention::external);
+    return end_fn.overload (value->type (), idx->type (), count->type ());
+  }
 
-  complex->set_pack (jit_convention::external, &jit_typeinfo::pack_complex);
-  complex->set_unpack (jit_convention::external, &jit_typeinfo::unpack_complex);
-  complex->set_packed_type (jit_convention::external, complex_ret);
-
-  if (sizeof (void *) == 4)
-    complex->mark_sret (jit_convention::external);
-
-  paren_subsref_fn.initialize (module, engine);
-  paren_subsasgn_fn.initialize (module, engine);
+  jit_type*
+  jit_typeinfo::new_type (const std::string& name, jit_type *parent,
+                          llvm::Type *llvm_type, bool skip_paren)
+  {
+    jit_type *ret = new jit_type (name, parent, llvm_type, skip_paren, next_id++);
+    id_to_type.push_back (ret);
+    return ret;
+  }
 
-  // bind global variables
-  lerror_state = new llvm::GlobalVariable (*module, bool_t, false,
-                                           llvm::GlobalValue::ExternalLinkage,
-                                           0, "error_state");
-  engine->addGlobalMapping (lerror_state,
-                            reinterpret_cast<void *> (&error_state));
-
-  // sig_atomic_type is going to be some sort of integer
-  sig_atomic_type = llvm::Type::getIntNTy (context, sizeof(sig_atomic_t) * 8);
-  loctave_interrupt_state
-    = new llvm::GlobalVariable (*module, sig_atomic_type, false,
-                                llvm::GlobalValue::ExternalLinkage, 0,
-                                "octave_interrupt_state");
-  engine->addGlobalMapping (loctave_interrupt_state,
-                            reinterpret_cast<void *> (&octave_interrupt_state));
-
-  // generic call function
+  void
+  jit_typeinfo::add_print (jit_type *ty, void *fptr)
   {
-    jit_type *int_t = intN (sizeof (octave_builtin::fcn) * 8);
-    any_call = create_external (JIT_FN (octave_jit_call), any, int_t, int_t,
-                                any_ptr, int_t);
+    std::stringstream name;
+    name << "octave_jit_print_" << ty->name ();
+    jit_function fn = create_external (engine, fptr, name.str (),
+                                       0, intN (8), ty);
+    print_fn.add_overload (fn);
   }
 
-  // any with anything is an any op
-  jit_function fn;
-  jit_type *binary_op_type = intN (sizeof (octave_value::binary_op) * 8);
-  llvm::Type *llvm_bo_type = binary_op_type->to_llvm ();
-  jit_function any_binary = create_external (JIT_FN (octave_jit_binary_any_any),
-                                             any, binary_op_type, any, any);
-  any_binary.mark_can_error ();
-  binary_ops.resize (octave_value::num_binary_ops);
-  for (size_t i = 0; i < octave_value::num_binary_ops; ++i)
-    {
-      octave_value::binary_op op = static_cast<octave_value::binary_op> (i);
-      std::string op_name = octave_value::binary_op_as_string (op);
-      binary_ops[i].stash_name ("binary" + op_name);
-    }
-
-  unary_ops.resize (octave_value::num_unary_ops);
-  for (size_t i = 0; i < octave_value::num_unary_ops; ++i)
-    {
-      octave_value::unary_op op = static_cast<octave_value::unary_op> (i);
-      std::string op_name = octave_value::unary_op_as_string (op);
-      unary_ops[i].stash_name ("unary" + op_name);
-    }
+  // FIXME: cp between add_binary_op, add_binary_icmp, and add_binary_fcmp
+  void
+  jit_typeinfo::add_binary_op (jit_type *ty, int op, int llvm_op)
+  {
+    std::stringstream fname;
+    octave_value::binary_op ov_op = static_cast<octave_value::binary_op>(op);
+    fname << "octave_jit_" << octave_value::binary_op_as_string (ov_op)
+          << '_' << ty->name ();
 
-  for (int op = 0; op < octave_value::num_binary_ops; ++op)
-    {
-      llvm::Twine fn_name ("octave_jit_binary_any_any_");
-      fn_name = fn_name + llvm::Twine (op);
-
-      fn = create_internal (fn_name, any, any, any);
-      fn.mark_can_error ();
-      llvm::BasicBlock *block = fn.new_block ();
-      builder.SetInsertPoint (block);
-      llvm::APInt op_int(sizeof (octave_value::binary_op) * 8, op,
-                         std::numeric_limits<octave_value::binary_op>::is_signed);
-      llvm::Value *op_as_llvm = llvm::ConstantInt::get (llvm_bo_type, op_int);
-      llvm::Value *ret = any_binary.call (builder, op_as_llvm,
-                                          fn.argument (builder, 0),
-                                          fn.argument (builder, 1));
-      fn.do_return (builder, ret);
-      binary_ops[op].add_overload (fn);
-    }
-
-  // grab matrix
-  fn = create_external (JIT_FN (octave_jit_grab_matrix), matrix, matrix);
-  grab_fn.add_overload (fn);
-
-  grab_fn.add_overload (create_identity (scalar));
-  grab_fn.add_overload (create_identity (scalar_ptr));
-  grab_fn.add_overload (create_identity (any_ptr));
-  grab_fn.add_overload (create_identity (boolean));
-  grab_fn.add_overload (create_identity (complex));
-  grab_fn.add_overload (create_identity (index));
+    jit_function fn = create_internal (fname.str (), ty, ty, ty);
+    llvm::BasicBlock *block = fn.new_block ();
+    builder.SetInsertPoint (block);
+    llvm::Instruction::BinaryOps temp
+      = static_cast<llvm::Instruction::BinaryOps>(llvm_op);
 
-  // release any
-  fn = create_external (JIT_FN (octave_jit_release_any), 0, any);
-  release_fn.add_overload (fn);
-  release_fn.stash_name ("release");
-
-  // release matrix
-  fn = create_external (JIT_FN (octave_jit_release_matrix), 0, matrix);
-  release_fn.add_overload (fn);
-
-  // destroy
-  destroy_fn = release_fn;
-  destroy_fn.stash_name ("destroy");
-  destroy_fn.add_overload (create_identity(scalar));
-  destroy_fn.add_overload (create_identity(boolean));
-  destroy_fn.add_overload (create_identity(index));
-  destroy_fn.add_overload (create_identity(complex));
-
-  // -------------------- scalar related operations --------------------
-
-  // now for binary scalar operations
-  add_binary_op (scalar, octave_value::op_add, llvm::Instruction::FAdd);
-  add_binary_op (scalar, octave_value::op_sub, llvm::Instruction::FSub);
-  add_binary_op (scalar, octave_value::op_mul, llvm::Instruction::FMul);
-  add_binary_op (scalar, octave_value::op_el_mul, llvm::Instruction::FMul);
+    llvm::Value *ret = builder.CreateBinOp (temp, fn.argument (builder, 0),
+                                            fn.argument (builder, 1));
+    fn.do_return (builder, ret);
+    binary_ops[op].add_overload (fn);
+  }
 
-  add_binary_fcmp (scalar, octave_value::op_lt, llvm::CmpInst::FCMP_ULT);
-  add_binary_fcmp (scalar, octave_value::op_le, llvm::CmpInst::FCMP_ULE);
-  add_binary_fcmp (scalar, octave_value::op_eq, llvm::CmpInst::FCMP_UEQ);
-  add_binary_fcmp (scalar, octave_value::op_ge, llvm::CmpInst::FCMP_UGE);
-  add_binary_fcmp (scalar, octave_value::op_gt, llvm::CmpInst::FCMP_UGT);
-  add_binary_fcmp (scalar, octave_value::op_ne, llvm::CmpInst::FCMP_UNE);
-
-  jit_function gripe_div0 = create_external (JIT_FN (warn_divide_by_zero), 0);
-  gripe_div0.mark_can_error ();
-
-  // divide is annoying because it might error
-  fn = create_internal ("octave_jit_div_scalar_scalar", scalar, scalar, scalar);
-  fn.mark_can_error ();
+  void
+  jit_typeinfo::add_binary_icmp (jit_type *ty, int op, int llvm_op)
+  {
+    std::stringstream fname;
+    octave_value::binary_op ov_op = static_cast<octave_value::binary_op>(op);
+    fname << "octave_jit" << octave_value::binary_op_as_string (ov_op)
+          << '_' << ty->name ();
 
-  llvm::BasicBlock *body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::BasicBlock *warn_block = fn.new_block ("warn");
-    llvm::BasicBlock *normal_block = fn.new_block ("normal");
-
-    llvm::Value *zero = llvm::ConstantFP::get (scalar_t, 0);
-    llvm::Value *check = builder.CreateFCmpUEQ (zero, fn.argument (builder, 1));
-    builder.CreateCondBr (check, warn_block, normal_block);
-
-    builder.SetInsertPoint (warn_block);
-    gripe_div0.call (builder);
-    builder.CreateBr (normal_block);
-
-    builder.SetInsertPoint (normal_block);
-    llvm::Value *ret = builder.CreateFDiv (fn.argument (builder, 0),
+    jit_function fn = create_internal (fname.str (), boolean, ty, ty);
+    llvm::BasicBlock *block = fn.new_block ();
+    builder.SetInsertPoint (block);
+    llvm::CmpInst::Predicate temp
+      = static_cast<llvm::CmpInst::Predicate>(llvm_op);
+    llvm::Value *ret = builder.CreateICmp (temp, fn.argument (builder, 0),
                                            fn.argument (builder, 1));
     fn.do_return (builder, ret);
-  }
-  binary_ops[octave_value::op_div].add_overload (fn);
-  binary_ops[octave_value::op_el_div].add_overload (fn);
-
-  // ldiv is the same as div with the operators reversed
-  fn = mirror_binary (fn);
-  binary_ops[octave_value::op_ldiv].add_overload (fn);
-  binary_ops[octave_value::op_el_ldiv].add_overload (fn);
-
-  // In general, the result of scalar ^ scalar is a complex number.  We might
-  // be able to improve on this if we keep track of the range of values
-  // variables can take on.
-  fn = create_external (JIT_FN (octave_jit_pow_scalar_scalar), complex, scalar,
-                        scalar);
-  binary_ops[octave_value::op_pow].add_overload (fn);
-  binary_ops[octave_value::op_el_pow].add_overload (fn);
-
-  // now for unary scalar operations
-  // FIXME: Impelment not
-  fn = create_internal ("octave_jit_++", scalar, scalar);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *one = llvm::ConstantFP::get (scalar_t, 1);
-    llvm::Value *val = fn.argument (builder, 0);
-    val = builder.CreateFAdd (val, one);
-    fn.do_return (builder, val);
+    binary_ops[op].add_overload (fn);
   }
-  unary_ops[octave_value::op_incr].add_overload (fn);
 
-  fn = create_internal ("octave_jit_--", scalar, scalar);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
+  void
+  jit_typeinfo::add_binary_fcmp (jit_type *ty, int op, int llvm_op)
   {
-    llvm::Value *one = llvm::ConstantFP::get (scalar_t, 1);
-    llvm::Value *val = fn.argument (builder, 0);
-    val = builder.CreateFSub (val, one);
-    fn.do_return (builder, val);
-  }
-  unary_ops[octave_value::op_decr].add_overload (fn);
-
-  fn = create_internal ("octave_jit_uminus", scalar, scalar);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *mone = llvm::ConstantFP::get (scalar_t, -1);
-    llvm::Value *val = fn.argument (builder, 0);
-    val = builder.CreateFMul (val, mone);
-    fn.do_return (builder, val);
-  }
-  unary_ops[octave_value::op_uminus].add_overload (fn);
-
-  fn = create_identity (scalar);
-  unary_ops[octave_value::op_uplus].add_overload (fn);
-  unary_ops[octave_value::op_transpose].add_overload (fn);
-  unary_ops[octave_value::op_hermitian].add_overload (fn);
+    std::stringstream fname;
+    octave_value::binary_op ov_op = static_cast<octave_value::binary_op>(op);
+    fname << "octave_jit" << octave_value::binary_op_as_string (ov_op)
+          << '_' << ty->name ();
 
-  // now for binary complex operations
-  fn = create_internal ("octave_jit_+_complex_complex", complex, complex,
-                        complex);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *lhs = fn.argument (builder, 0);
-    llvm::Value *rhs = fn.argument (builder, 1);
-    llvm::Value *real = builder.CreateFAdd (complex_real (lhs),
-                                            complex_real (rhs));
-    llvm::Value *imag = builder.CreateFAdd (complex_imag (lhs),
-                                            complex_imag (rhs));
-    fn.do_return (builder, complex_new (real, imag));
+    jit_function fn = create_internal (fname.str (), boolean, ty, ty);
+    llvm::BasicBlock *block = fn.new_block ();
+    builder.SetInsertPoint (block);
+    llvm::CmpInst::Predicate temp
+      = static_cast<llvm::CmpInst::Predicate>(llvm_op);
+    llvm::Value *ret = builder.CreateFCmp (temp, fn.argument (builder, 0),
+                                           fn.argument (builder, 1));
+    fn.do_return (builder, ret);
+    binary_ops[op].add_overload (fn);
   }
-  binary_ops[octave_value::op_add].add_overload (fn);
-
-  fn = create_internal ("octave_jit_-_complex_complex", complex, complex,
-                        complex);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *lhs = fn.argument (builder, 0);
-    llvm::Value *rhs = fn.argument (builder, 1);
-    llvm::Value *real = builder.CreateFSub (complex_real (lhs),
-                                            complex_real (rhs));
-    llvm::Value *imag = builder.CreateFSub (complex_imag (lhs),
-                                            complex_imag (rhs));
-    fn.do_return (builder, complex_new (real, imag));
-  }
-  binary_ops[octave_value::op_sub].add_overload (fn);
 
-  fn = create_external (JIT_FN (octave_jit_complex_mul),
-                        complex, complex, complex);
-  binary_ops[octave_value::op_mul].add_overload (fn);
-  binary_ops[octave_value::op_el_mul].add_overload (fn);
-
-  jit_function complex_div = create_external (JIT_FN (octave_jit_complex_div),
-                                              complex, complex, complex);
-  complex_div.mark_can_error ();
-  binary_ops[octave_value::op_div].add_overload (fn);
-  binary_ops[octave_value::op_ldiv].add_overload (fn);
-
-  fn = create_external (JIT_FN (octave_jit_pow_complex_complex), complex,
-                        complex, complex);
-  binary_ops[octave_value::op_pow].add_overload (fn);
-  binary_ops[octave_value::op_el_pow].add_overload (fn);
-
-  fn = create_internal ("octave_jit_*_scalar_complex", complex, scalar,
-                        complex);
-  jit_function mul_scalar_complex = fn;
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
+  jit_function
+  jit_typeinfo::create_function (jit_convention::type cc, const llvm::Twine& name,
+                                 jit_type *ret,
+                                 const std::vector<jit_type *>& args)
   {
-    llvm::BasicBlock *complex_mul = fn.new_block ("complex_mul");
-    llvm::BasicBlock *scalar_mul = fn.new_block ("scalar_mul");
-
-    llvm::Value *fzero = llvm::ConstantFP::get (scalar_t, 0);
-    llvm::Value *lhs = fn.argument (builder, 0);
-    llvm::Value *rhs = fn.argument (builder, 1);
-
-    llvm::Value *cmp = builder.CreateFCmpUEQ (complex_imag (rhs), fzero);
-    builder.CreateCondBr (cmp, scalar_mul, complex_mul);
+    jit_function result (module, cc, name, ret, args);
+    return result;
+  }
 
-    builder.SetInsertPoint (scalar_mul);
-    llvm::Value *temp = complex_real (rhs);
-    temp = builder.CreateFMul (lhs, temp);
-    fn.do_return (builder, complex_new (temp, fzero), false);
-
-    builder.SetInsertPoint (complex_mul);
-    temp = complex_new (builder.CreateFMul (lhs, complex_real (rhs)),
-                        builder.CreateFMul (lhs, complex_imag (rhs)));
-    fn.do_return (builder, temp);
-  }
-  binary_ops[octave_value::op_mul].add_overload (fn);
-  binary_ops[octave_value::op_el_mul].add_overload (fn);
-
-  fn = mirror_binary (mul_scalar_complex);
-  binary_ops[octave_value::op_mul].add_overload (fn);
-  binary_ops[octave_value::op_el_mul].add_overload (fn);
-
-  fn = create_internal ("octave_jit_+_scalar_complex", complex, scalar,
-                        complex);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
+  jit_function
+  jit_typeinfo::create_identity (jit_type *type)
   {
-    llvm::Value *lhs = fn.argument (builder, 0);
-    llvm::Value *rhs = fn.argument (builder, 1);
-    llvm::Value *real = builder.CreateFAdd (lhs, complex_real (rhs));
-    fn.do_return (builder, complex_real (rhs, real));
-  }
-  binary_ops[octave_value::op_add].add_overload (fn);
+    size_t id = type->type_id ();
+    if (id >= identities.size ())
+      identities.resize (id + 1);
 
-  fn = mirror_binary (fn);
-  binary_ops[octave_value::op_add].add_overload (fn);
-
-  fn = create_internal ("octave_jit_-_complex_scalar", complex, complex,
-                        scalar);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *lhs = fn.argument (builder, 0);
-    llvm::Value *rhs = fn.argument (builder, 1);
-    llvm::Value *real = builder.CreateFSub (complex_real (lhs), rhs);
-    fn.do_return (builder, complex_real (lhs, real));
-  }
-  binary_ops[octave_value::op_sub].add_overload (fn);
+    if (! identities[id].valid ())
+      {
+        std::stringstream name;
+        name << "id_" << type->name ();
 
-  fn = create_internal ("octave_jit_-_scalar_complex", complex, scalar,
-                        complex);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *lhs = fn.argument (builder, 0);
-    llvm::Value *rhs = fn.argument (builder, 1);
-    llvm::Value *real = builder.CreateFSub (lhs, complex_real (rhs));
-    fn.do_return (builder, complex_real (rhs, real));
-  }
-  binary_ops[octave_value::op_sub].add_overload (fn);
-
-  fn = create_external (JIT_FN (octave_jit_pow_scalar_complex), complex, scalar,
-                        complex);
-  binary_ops[octave_value::op_pow].add_overload (fn);
-  binary_ops[octave_value::op_el_pow].add_overload (fn);
+        jit_function fn = create_internal (name.str (), type, type);
+        llvm::BasicBlock *body = fn.new_block ();
+        builder.SetInsertPoint (body);
+        fn.do_return (builder, fn.argument (builder, 0));
+        return identities[id] = fn;
+      }
 
-  fn = create_external (JIT_FN (octave_jit_pow_complex_scalar), complex,
-                        complex, scalar);
-  binary_ops[octave_value::op_pow].add_overload (fn);
-  binary_ops[octave_value::op_el_pow].add_overload (fn);
-
-  // now for binary index operators
-  add_binary_op (index, octave_value::op_add, llvm::Instruction::Add);
-
-  // and binary bool operators
-  add_binary_op (boolean, octave_value::op_el_or, llvm::Instruction::Or);
-  add_binary_op (boolean, octave_value::op_el_and, llvm::Instruction::And);
+    return identities[id];
+  }
 
-  // now for printing functions
-  print_fn.stash_name ("print");
-  add_print (any, reinterpret_cast<void *> (&octave_jit_print_any));
-  add_print (scalar, reinterpret_cast<void *> (&octave_jit_print_scalar));
-
-  // initialize for loop
-  for_init_fn.stash_name ("for_init");
-
-  fn = create_internal ("octave_jit_for_range_init", index, range);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
+  llvm::Value *
+  jit_typeinfo::do_insert_error_check (llvm::IRBuilderD& abuilder)
   {
-    llvm::Value *zero = llvm::ConstantInt::get (index_t, 0);
-    fn.do_return (builder, zero);
+    return abuilder.CreateLoad (lerror_state);
   }
-  for_init_fn.add_overload (fn);
 
-  // bounds check for for loop
-  for_check_fn.stash_name ("for_check");
-
-  fn = create_internal ("octave_jit_for_range_check", boolean, range, index);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
+  llvm::Value *
+  jit_typeinfo::do_insert_interrupt_check (llvm::IRBuilderD& abuilder)
   {
-    llvm::Value *nelem
-      = builder.CreateExtractValue (fn.argument (builder, 0), 3);
-    llvm::Value *idx = fn.argument (builder, 1);
-    llvm::Value *ret = builder.CreateICmpULT (idx, nelem);
-    fn.do_return (builder, ret);
+    llvm::LoadInst *val = abuilder.CreateLoad (loctave_interrupt_state);
+    val->setVolatile (true);
+    return abuilder.CreateICmpSGT (val, abuilder.getInt32 (0));
   }
-  for_check_fn.add_overload (fn);
 
-  // index variabe for for loop
-  for_index_fn.stash_name ("for_index");
-
-  fn = create_internal ("octave_jit_for_range_idx", scalar, range, index);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
+  void
+  jit_typeinfo::add_builtin (const std::string& name)
   {
-    llvm::Value *idx = fn.argument (builder, 1);
-    llvm::Value *didx = builder.CreateSIToFP (idx, scalar_t);
-    llvm::Value *rng = fn.argument (builder, 0);
-    llvm::Value *base = builder.CreateExtractValue (rng, 0);
-    llvm::Value *inc = builder.CreateExtractValue (rng, 2);
-
-    llvm::Value *ret = builder.CreateFMul (didx, inc);
-    ret = builder.CreateFAdd (base, ret);
-    fn.do_return (builder, ret);
-  }
-  for_index_fn.add_overload (fn);
+    jit_type *btype = new_type (name, any, any->to_llvm (), true);
+    builtins[name] = btype;
 
-  // logically true
-  logically_true_fn.stash_name ("logically_true");
-
-  jit_function gripe_nantl
-    = create_external (JIT_FN (octave_jit_err_nan_to_logical_conversion), 0);
-  gripe_nantl.mark_can_error ();
-
-  fn = create_internal ("octave_jit_logically_true_scalar", boolean, scalar);
-  fn.mark_can_error ();
-
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::BasicBlock *error_block = fn.new_block ("error");
-    llvm::BasicBlock *normal_block = fn.new_block ("normal");
-
-    llvm::Value *check = builder.CreateFCmpUNE (fn.argument (builder, 0),
-                                                fn.argument (builder, 0));
-    builder.CreateCondBr (check, error_block, normal_block);
-
-    builder.SetInsertPoint (error_block);
-    gripe_nantl.call (builder);
-    builder.CreateBr (normal_block);
-    builder.SetInsertPoint (normal_block);
-
-    llvm::Value *zero = llvm::ConstantFP::get (scalar_t, 0);
-    llvm::Value *ret = builder.CreateFCmpONE (fn.argument (builder, 0), zero);
-    fn.do_return (builder, ret);
-  }
-  logically_true_fn.add_overload (fn);
-
-  // logically_true boolean
-  fn = create_identity (boolean);
-  logically_true_fn.add_overload (fn);
-
-  // make_range
-  // FIXME: May be benificial to implement all in LLVM
-  make_range_fn.stash_name ("make_range");
-  jit_function compute_nelem
-    = create_external (JIT_FN (octave_jit_compute_nelem),
-                       index, scalar, scalar, scalar);
-
-  fn = create_internal ("octave_jit_make_range", range, scalar, scalar, scalar);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *base = fn.argument (builder, 0);
-    llvm::Value *limit = fn.argument (builder, 1);
-    llvm::Value *inc = fn.argument (builder, 2);
-    llvm::Value *nelem = compute_nelem.call (builder, base, limit, inc);
-
-    llvm::Value *dzero = llvm::ConstantFP::get (scalar_t, 0);
-    llvm::Value *izero = llvm::ConstantInt::get (index_t, 0);
-    llvm::Value *rng = llvm::ConstantStruct::get (range_t, dzero, dzero, dzero,
-                                                  izero, NULL);
-    rng = builder.CreateInsertValue (rng, base, 0);
-    rng = builder.CreateInsertValue (rng, limit, 1);
-    rng = builder.CreateInsertValue (rng, inc, 2);
-    rng = builder.CreateInsertValue (rng, nelem, 3);
-    fn.do_return (builder, rng);
+    octave_builtin *ov_builtin = find_builtin (name);
+    if (ov_builtin)
+      ov_builtin->stash_jit (*btype);
   }
-  make_range_fn.add_overload (fn);
 
-  // paren_subsref
-  jit_type *jit_int = intN (sizeof (int) * 8);
-  llvm::Type *int_t = jit_int->to_llvm ();
-  jit_function ginvalid_index
-    = create_external (JIT_FN (octave_jit_ginvalid_index), 0);
-  jit_function gindex_range = create_external (JIT_FN (octave_jit_gindex_range),
-                                               0, jit_int, jit_int, index,
-                                               index);
-
-  fn = create_internal ("()subsref", scalar, matrix, scalar);
-  fn.mark_can_error ();
-
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
+  void
+  jit_typeinfo::register_intrinsic (const std::string& name, size_t iid,
+                                    jit_type *result,
+                                    const std::vector<jit_type *>& args)
   {
-    llvm::Value *one_idx = llvm::ConstantInt::get (index_t, 1);
-    llvm::Value *one_int = llvm::ConstantInt::get (int_t, 1);
-
-    llvm::Value *undef = llvm::UndefValue::get (scalar_t);
-    llvm::Value *mat = fn.argument (builder, 0);
-    llvm::Value *idx = fn.argument (builder, 1);
-
-    // convert index to scalar to integer, and check index >= 1
-    llvm::Value *int_idx = builder.CreateFPToSI (idx, index_t);
-    llvm::Value *check_idx = builder.CreateSIToFP (int_idx, scalar_t);
-    llvm::Value *cond0 = builder.CreateFCmpUNE (idx, check_idx);
-    llvm::Value *cond1 = builder.CreateICmpSLT (int_idx, one_idx);
-    llvm::Value *cond = builder.CreateOr (cond0, cond1);
+    jit_type *builtin_type = builtins[name];
+    size_t nargs = args.size ();
+    llvm::SmallVector<llvm::Type *, 5> llvm_args (nargs);
+    for (size_t i = 0; i < nargs; ++i)
+      llvm_args[i] = args[i]->to_llvm ();
 
-    llvm::BasicBlock *done = fn.new_block ("done");
-    llvm::BasicBlock *conv_error = fn.new_block ("conv_error", done);
-    llvm::BasicBlock *normal = fn.new_block ("normal", done);
-    builder.CreateCondBr (cond, conv_error, normal);
+    llvm::Intrinsic::ID id = static_cast<llvm::Intrinsic::ID> (iid);
+    llvm::Function *ifun = llvm::Intrinsic::getDeclaration (module, id,
+                                                            llvm_args);
+    std::stringstream fn_name;
+    fn_name << "octave_jit_" << name;
 
-    builder.SetInsertPoint (conv_error);
-    ginvalid_index.call (builder);
-    builder.CreateBr (done);
-
-    builder.SetInsertPoint (normal);
-    llvm::Value *len
-      = builder.CreateExtractValue (mat, llvm::ArrayRef<unsigned> (2));
-    cond = builder.CreateICmpSGT (int_idx, len);
+    std::vector<jit_type *> args1 (nargs + 1);
+    args1[0] = builtin_type;
+    std::copy (args.begin (), args.end (), args1.begin () + 1);
 
-    llvm::BasicBlock *bounds_error = fn.new_block ("bounds_error", done);
-    llvm::BasicBlock *success = fn.new_block ("success", done);
-    builder.CreateCondBr (cond, bounds_error, success);
-
-    builder.SetInsertPoint (bounds_error);
-    gindex_range.call (builder, one_int, one_int, int_idx, len);
-    builder.CreateBr (done);
+    // The first argument will be the Octave function, but we already know that
+    // the function call is the equivalent of the intrinsic, so we ignore it and
+    // call the intrinsic with the remaining arguments.
+    jit_function fn = create_internal (fn_name.str (), result, args1);
+    llvm::BasicBlock *body = fn.new_block ();
+    builder.SetInsertPoint (body);
 
-    builder.SetInsertPoint (success);
-    llvm::Value *data = builder.CreateExtractValue (mat,
-                                                    llvm::ArrayRef<unsigned> (1));
-    llvm::Value *gep = builder.CreateInBoundsGEP (data, int_idx);
-    llvm::Value *ret = builder.CreateLoad (gep);
-    builder.CreateBr (done);
-
-    builder.SetInsertPoint (done);
+    llvm::SmallVector<llvm::Value *, 5> fargs (nargs);
+    for (size_t i = 0; i < nargs; ++i)
+      fargs[i] = fn.argument (builder, i + 1);
 
-    llvm::PHINode *merge = llvm::PHINode::Create (scalar_t, 3);
-    builder.Insert (merge);
-    merge->addIncoming (undef, conv_error);
-    merge->addIncoming (undef, bounds_error);
-    merge->addIncoming (ret, success);
-    fn.do_return (builder, merge);
+    llvm::Value *ret = builder.CreateCall (ifun, fargs);
+    fn.do_return (builder, ret);
+    paren_subsref_fn.add_overload (fn);
   }
-  paren_subsref_fn.add_overload (fn);
-
-  // paren subsasgn
-  paren_subsasgn_fn.stash_name ("()subsasgn");
-
-  jit_function resize_paren_subsasgn
-    = create_external (JIT_FN (octave_jit_paren_subsasgn_impl), matrix, matrix,
-                       index, scalar);
-
-  fn = create_internal ("octave_jit_paren_subsasgn", matrix, matrix, scalar,
-                        scalar);
-  fn.mark_can_error ();
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *one_idx = llvm::ConstantInt::get (index_t, 1);
-    llvm::Value *one_int = llvm::ConstantInt::get (int_t, 1);
 
-    llvm::Value *mat = fn.argument (builder, 0);
-    llvm::Value *idx = fn.argument (builder, 1);
-    llvm::Value *value = fn.argument (builder, 2);
-
-    llvm::Value *int_idx = builder.CreateFPToSI (idx, index_t);
-    llvm::Value *check_idx = builder.CreateSIToFP (int_idx, scalar_t);
-    llvm::Value *cond0 = builder.CreateFCmpUNE (idx, check_idx);
-    llvm::Value *cond1 = builder.CreateICmpSLT (int_idx, one_idx);
-    llvm::Value *cond = builder.CreateOr (cond0, cond1);
-
-    llvm::BasicBlock *done = fn.new_block ("done");
+  octave_builtin *
+  jit_typeinfo::find_builtin (const std::string& name)
+  {
+    symbol_table& symtab = __get_symbol_table__ ("jit_typeinfo::find_builtin");
 
-    llvm::BasicBlock *conv_error = fn.new_block ("conv_error", done);
-    llvm::BasicBlock *normal = fn.new_block ("normal", done);
-    builder.CreateCondBr (cond, conv_error, normal);
-    builder.SetInsertPoint (conv_error);
-    ginvalid_index.call (builder);
-    builder.CreateBr (done);
-
-    builder.SetInsertPoint (normal);
-    llvm::Value *len = builder.CreateExtractValue (mat, 2);
-    cond0 = builder.CreateICmpSGT (int_idx, len);
-
-    llvm::Value *rcount = builder.CreateExtractValue (mat, 0);
-    rcount = builder.CreateLoad (rcount);
-    cond1 = builder.CreateICmpSGT (rcount, one_int);
-    cond = builder.CreateOr (cond0, cond1);
-
-    llvm::BasicBlock *bounds_error = fn.new_block ("bounds_error", done);
-    llvm::BasicBlock *success = fn.new_block ("success", done);
-    builder.CreateCondBr (cond, bounds_error, success);
+    // FIXME: Finalize what we want to store in octave_builtin, then add functions
+    // to access these values in octave_value
+    octave_value ov_builtin = symtab.find (name);
+    return dynamic_cast<octave_builtin *> (ov_builtin.internal_rep ());
+  }
 
-    // resize on out of bounds access
-    builder.SetInsertPoint (bounds_error);
-    llvm::Value *resize_result = resize_paren_subsasgn.call (builder, mat,
-                                                             int_idx, value);
-    builder.CreateBr (done);
-
-    builder.SetInsertPoint (success);
-    llvm::Value *data
-      = builder.CreateExtractValue (mat, llvm::ArrayRef<unsigned> (1));
-    llvm::Value *gep = builder.CreateInBoundsGEP (data, int_idx);
-    builder.CreateStore (value, gep);
-    builder.CreateBr (done);
-
-    builder.SetInsertPoint (done);
-
-    llvm::PHINode *merge = llvm::PHINode::Create (matrix_t, 3);
-    builder.Insert (merge);
-    merge->addIncoming (mat, conv_error);
-    merge->addIncoming (resize_result, bounds_error);
-    merge->addIncoming (mat, success);
-    fn.do_return (builder, merge);
-  }
-  paren_subsasgn_fn.add_overload (fn);
-
-  fn = create_external (JIT_FN (octave_jit_paren_subsasgn_matrix_range), matrix,
-                        matrix, range, scalar);
-  fn.mark_can_error ();
-  paren_subsasgn_fn.add_overload (fn);
-
-  end1_fn.stash_name ("end1");
-  fn = create_internal ("octave_jit_end1_matrix", scalar, matrix, index, index);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
+  void
+  jit_typeinfo::register_generic (const std::string& name, jit_type *result,
+                                  const std::vector<jit_type *>& args)
   {
-    llvm::Value *mat = fn.argument (builder, 0);
-    llvm::Value *ret = builder.CreateExtractValue (mat, 2);
-    fn.do_return (builder, builder.CreateSIToFP (ret, scalar_t));
-  }
-  end1_fn.add_overload (fn);
-
-  end_fn.stash_name ("end");
-  fn = create_external (JIT_FN (octave_jit_end_matrix),scalar, matrix, index,
-                        index);
-  end_fn.add_overload (fn);
-
-  // -------------------- create_undef --------------------
-  create_undef_fn.stash_name ("create_undef");
-  fn = create_external (JIT_FN (octave_jit_create_undef), any);
-  create_undef_fn.add_overload (fn);
+    octave_builtin *builtin = find_builtin (name);
+    if (! builtin)
+      return;
 
-  casts[any->type_id ()].stash_name ("(any)");
-  casts[scalar->type_id ()].stash_name ("(scalar)");
-  casts[complex->type_id ()].stash_name ("(complex)");
-  casts[matrix->type_id ()].stash_name ("(matrix)");
-  casts[range->type_id ()].stash_name ("(range)");
-
-  // cast any <- matrix
-  fn = create_external (JIT_FN (octave_jit_cast_any_matrix), any, matrix);
-  casts[any->type_id ()].add_overload (fn);
-
-  // cast matrix <- any
-  fn = create_external (JIT_FN (octave_jit_cast_matrix_any), matrix, any);
-  casts[matrix->type_id ()].add_overload (fn);
-
-  // cast any <- range
-  fn = create_external (JIT_FN (octave_jit_cast_any_range), any, range);
-  casts[any->type_id ()].add_overload (fn);
+    std::vector<jit_type *> fn_args (args.size () + 1);
+    fn_args[0] = builtins[name];
+    std::copy (args.begin (), args.end (), fn_args.begin () + 1);
+    jit_function fn = create_internal (name, result, fn_args);
+    fn.mark_can_error ();
+    llvm::BasicBlock *block = fn.new_block ();
+    builder.SetInsertPoint (block);
+    llvm::Type *any_t = any->to_llvm ();
+    llvm::ArrayType *array_t = llvm::ArrayType::get (any_t, args.size ());
+    llvm::Value *array = llvm::UndefValue::get (array_t);
+    for (size_t i = 0; i < args.size (); ++i)
+      {
+        llvm::Value *arg = fn.argument (builder, i + 1);
+        jit_function agrab = get_grab (args[i]);
+        if (agrab.valid ())
+          arg = agrab.call (builder, arg);
+        jit_function acast = cast (any, args[i]);
+        array = builder.CreateInsertValue (array, acast.call (builder, arg), i);
+      }
 
-  // cast range <- any
-  fn = create_external (JIT_FN (octave_jit_cast_range_any), range, any);
-  casts[range->type_id ()].add_overload (fn);
-
-  // cast any <- scalar
-  fn = create_external (JIT_FN (octave_jit_cast_any_scalar), any, scalar);
-  casts[any->type_id ()].add_overload (fn);
-
-  // cast scalar <- any
-  fn = create_external (JIT_FN (octave_jit_cast_scalar_any), scalar, any);
-  casts[scalar->type_id ()].add_overload (fn);
+    llvm::Value *array_mem = builder.CreateAlloca (array_t);
+    builder.CreateStore (array, array_mem);
+    array = builder.CreateBitCast (array_mem, any_t->getPointerTo ());
 
-  // cast any <- complex
-  fn = create_external (JIT_FN (octave_jit_cast_any_complex), any, complex);
-  casts[any->type_id ()].add_overload (fn);
-
-  // cast complex <- any
-  fn = create_external (JIT_FN (octave_jit_cast_complex_any), complex, any);
-  casts[complex->type_id ()].add_overload (fn);
+    jit_type *jintTy = intN (sizeof (octave_builtin::fcn) * 8);
+    llvm::Type *intTy = jintTy->to_llvm ();
+    size_t fcn_int = reinterpret_cast<size_t> (builtin->function ());
+    llvm::Value *fcn = llvm::ConstantInt::get (intTy, fcn_int);
+    llvm::Value *nargin = llvm::ConstantInt::get (intTy, args.size ());
+    size_t result_int = reinterpret_cast<size_t> (result);
+    llvm::Value *res_llvm = llvm::ConstantInt::get (intTy, result_int);
+    llvm::Value *ret = any_call.call (builder, fcn, nargin, array, res_llvm);
 
-  // cast complex <- scalar
-  fn = create_internal ("octave_jit_cast_complex_scalar", complex, scalar);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  {
-    llvm::Value *zero = llvm::ConstantFP::get (scalar_t, 0);
-    fn.do_return (builder, complex_new (fn.argument (builder, 0), zero));
+    jit_function cast_result = cast (result, any);
+    fn.do_return (builder, cast_result.call (builder, ret));
+    paren_subsref_fn.add_overload (fn);
   }
-  casts[complex->type_id ()].add_overload (fn);
-
-  // cast scalar <- complex
-  fn = create_internal ("octave_jit_cast_scalar_complex", scalar, complex);
-  body = fn.new_block ();
-  builder.SetInsertPoint (body);
-  fn.do_return (builder, complex_real (fn.argument (builder, 0)));
-  casts[scalar->type_id ()].add_overload (fn);
-
-  // cast any <- any
-  fn = create_identity (any);
-  casts[any->type_id ()].add_overload (fn);
-
-  // cast scalar <- scalar
-  fn = create_identity (scalar);
-  casts[scalar->type_id ()].add_overload (fn);
-
-  // cast complex <- complex
-  fn = create_identity (complex);
-  casts[complex->type_id ()].add_overload (fn);
-
-  // -------------------- builtin functions --------------------
-  add_builtin ("#unknown_function");
-  unknown_function = builtins["#unknown_function"];
-
-  add_builtin ("sin");
-  register_intrinsic ("sin", llvm::Intrinsic::sin, scalar, scalar);
-  register_generic ("sin", matrix, matrix);
 
-  add_builtin ("cos");
-  register_intrinsic ("cos", llvm::Intrinsic::cos, scalar, scalar);
-  register_generic ("cos", matrix, matrix);
-
-  add_builtin ("exp");
-  register_intrinsic ("exp", llvm::Intrinsic::exp, scalar, scalar);
-  register_generic ("exp", matrix, matrix);
-
-  add_builtin ("balance");
-  register_generic ("balance", matrix, matrix);
-
-  add_builtin ("cond");
-  register_generic ("cond", scalar, matrix);
-
-  add_builtin ("det");
-  register_generic ("det", scalar, matrix);
-
-  add_builtin ("norm");
-  register_generic ("norm", scalar, matrix);
-
-  add_builtin ("rand");
-  register_generic ("rand", matrix, scalar);
-  register_generic ("rand", matrix, std::vector<jit_type *> (2, scalar));
-
-  add_builtin ("magic");
-  register_generic ("magic", matrix, scalar);
-  register_generic ("magic", matrix, std::vector<jit_type *> (2, scalar));
+  jit_function
+  jit_typeinfo::mirror_binary (const jit_function& fn)
+  {
+    jit_function ret = create_internal (fn.name () + "_reverse",
+                                        fn.result (), fn.argument_type (1),
+                                        fn.argument_type (0));
+    if (fn.can_error ())
+      ret.mark_can_error ();
 
-  add_builtin ("eye");
-  register_generic ("eye", matrix, scalar);
-  register_generic ("eye", matrix, std::vector<jit_type *> (2, scalar));
-
-  add_builtin ("mod");
-  register_generic ("mod", scalar, std::vector<jit_type *> (2, scalar));
-
-  casts.resize (next_id + 1);
-  jit_function any_id = create_identity (any);
-  jit_function grab_any = create_external (JIT_FN (octave_jit_grab_any),
-                                           any, any);
-  jit_function release_any = get_release (any);
-  std::vector<jit_type *> args;
-  args.resize (1);
-
-  for (std::map<std::string, jit_type *>::iterator iter = builtins.begin ();
-       iter != builtins.end (); ++iter)
-    {
-      jit_type *btype = iter->second;
-      args[0] = btype;
-
-      grab_fn.add_overload (jit_function (grab_any, btype, args));
-      release_fn.add_overload (jit_function (release_any, 0, args));
-      casts[any->type_id ()].add_overload (jit_function (any_id, any, args));
-
-      args[0] = any;
-      casts[btype->type_id ()].add_overload (jit_function (any_id, btype,
-                                                           args));
-    }
-}
+    llvm::BasicBlock *body = ret.new_block ();
+    builder.SetInsertPoint (body);
+    llvm::Value *result = fn.call (builder, ret.argument (builder, 1),
+                                   ret.argument (builder, 0));
+    if (ret.result ())
+      ret.do_return (builder, result);
+    else
+      ret.do_return (builder);
 
-const jit_function&
-jit_typeinfo::do_end (jit_value *value, jit_value *idx, jit_value *count)
-{
-  jit_const_index *ccount = dynamic_cast<jit_const_index *> (count);
-  if (ccount && ccount->value () == 1)
-    return end1_fn.overload (value->type (), idx->type (), count->type ());
-
-  return end_fn.overload (value->type (), idx->type (), count->type ());
-}
-
-jit_type*
-jit_typeinfo::new_type (const std::string& name, jit_type *parent,
-                        llvm::Type *llvm_type, bool skip_paren)
-{
-  jit_type *ret = new jit_type (name, parent, llvm_type, skip_paren, next_id++);
-  id_to_type.push_back (ret);
-  return ret;
-}
-
-void
-jit_typeinfo::add_print (jit_type *ty, void *fptr)
-{
-  std::stringstream name;
-  name << "octave_jit_print_" << ty->name ();
-  jit_function fn = create_external (engine, fptr, name.str (),
-                                     0, intN (8), ty);
-  print_fn.add_overload (fn);
-}
+    return ret;
+  }
 
-// FIXME: cp between add_binary_op, add_binary_icmp, and add_binary_fcmp
-void
-jit_typeinfo::add_binary_op (jit_type *ty, int op, int llvm_op)
-{
-  std::stringstream fname;
-  octave_value::binary_op ov_op = static_cast<octave_value::binary_op>(op);
-  fname << "octave_jit_" << octave_value::binary_op_as_string (ov_op)
-        << '_' << ty->name ();
+  llvm::Value *
+  jit_typeinfo::pack_complex (llvm::IRBuilderD& bld, llvm::Value *cplx)
+  {
+    llvm::Type *complex_ret = instance->complex_ret;
+    llvm::Value *real = bld.CreateExtractValue (cplx, 0);
+    llvm::Value *imag = bld.CreateExtractValue (cplx, 1);
+    llvm::Value *ret = llvm::UndefValue::get (complex_ret);
 
-  jit_function fn = create_internal (fname.str (), ty, ty, ty);
-  llvm::BasicBlock *block = fn.new_block ();
-  builder.SetInsertPoint (block);
-  llvm::Instruction::BinaryOps temp
-    = static_cast<llvm::Instruction::BinaryOps>(llvm_op);
-
-  llvm::Value *ret = builder.CreateBinOp (temp, fn.argument (builder, 0),
-                                          fn.argument (builder, 1));
-  fn.do_return (builder, ret);
-  binary_ops[op].add_overload (fn);
-}
-
-void
-jit_typeinfo::add_binary_icmp (jit_type *ty, int op, int llvm_op)
-{
-  std::stringstream fname;
-  octave_value::binary_op ov_op = static_cast<octave_value::binary_op>(op);
-  fname << "octave_jit" << octave_value::binary_op_as_string (ov_op)
-        << '_' << ty->name ();
+    unsigned int re_idx[] = {0, 0};
+    unsigned int im_idx[] = {0, 1};
+    ret = bld.CreateInsertValue (ret, real, re_idx);
+    return bld.CreateInsertValue (ret, imag, im_idx);
+  }
 
-  jit_function fn = create_internal (fname.str (), boolean, ty, ty);
-  llvm::BasicBlock *block = fn.new_block ();
-  builder.SetInsertPoint (block);
-  llvm::CmpInst::Predicate temp
-    = static_cast<llvm::CmpInst::Predicate>(llvm_op);
-  llvm::Value *ret = builder.CreateICmp (temp, fn.argument (builder, 0),
-                                         fn.argument (builder, 1));
-  fn.do_return (builder, ret);
-  binary_ops[op].add_overload (fn);
-}
-
-void
-jit_typeinfo::add_binary_fcmp (jit_type *ty, int op, int llvm_op)
-{
-  std::stringstream fname;
-  octave_value::binary_op ov_op = static_cast<octave_value::binary_op>(op);
-  fname << "octave_jit" << octave_value::binary_op_as_string (ov_op)
-        << '_' << ty->name ();
-
-  jit_function fn = create_internal (fname.str (), boolean, ty, ty);
-  llvm::BasicBlock *block = fn.new_block ();
-  builder.SetInsertPoint (block);
-  llvm::CmpInst::Predicate temp
-    = static_cast<llvm::CmpInst::Predicate>(llvm_op);
-  llvm::Value *ret = builder.CreateFCmp (temp, fn.argument (builder, 0),
-                                         fn.argument (builder, 1));
-  fn.do_return (builder, ret);
-  binary_ops[op].add_overload (fn);
-}
+  llvm::Value *
+  jit_typeinfo::unpack_complex (llvm::IRBuilderD& bld, llvm::Value *result)
+  {
+    unsigned int re_idx[] = {0, 0};
+    unsigned int im_idx[] = {0, 1};
 
-jit_function
-jit_typeinfo::create_function (jit_convention::type cc, const llvm::Twine& name,
-                               jit_type *ret,
-                               const std::vector<jit_type *>& args)
-{
-  jit_function result (module, cc, name, ret, args);
-  return result;
-}
-
-jit_function
-jit_typeinfo::create_identity (jit_type *type)
-{
-  size_t id = type->type_id ();
-  if (id >= identities.size ())
-    identities.resize (id + 1);
+    llvm::Type *complex_t = get_complex ()->to_llvm ();
+    llvm::Value *real = bld.CreateExtractValue (result, re_idx);
+    llvm::Value *imag = bld.CreateExtractValue (result, im_idx);
+    llvm::Value *ret = llvm::UndefValue::get (complex_t);
 
-  if (! identities[id].valid ())
-    {
-      std::stringstream name;
-      name << "id_" << type->name ();
+    ret = bld.CreateInsertValue (ret, real, 0);
+    return bld.CreateInsertValue (ret, imag, 1);
+  }
 
-      jit_function fn = create_internal (name.str (), type, type);
-      llvm::BasicBlock *body = fn.new_block ();
-      builder.SetInsertPoint (body);
-      fn.do_return (builder, fn.argument (builder, 0));
-      return identities[id] = fn;
-    }
-
-  return identities[id];
-}
-
-llvm::Value *
-jit_typeinfo::do_insert_error_check (llvm::IRBuilderD& abuilder)
-{
-  return abuilder.CreateLoad (lerror_state);
-}
+  llvm::Value *
+  jit_typeinfo::complex_real (llvm::Value *cx)
+  {
+    return builder.CreateExtractValue (cx, 0);
+  }
 
-llvm::Value *
-jit_typeinfo::do_insert_interrupt_check (llvm::IRBuilderD& abuilder)
-{
-  llvm::LoadInst *val = abuilder.CreateLoad (loctave_interrupt_state);
-  val->setVolatile (true);
-  return abuilder.CreateICmpSGT (val, abuilder.getInt32 (0));
-}
-
-void
-jit_typeinfo::add_builtin (const std::string& name)
-{
-  jit_type *btype = new_type (name, any, any->to_llvm (), true);
-  builtins[name] = btype;
-
-  octave_builtin *ov_builtin = find_builtin (name);
-  if (ov_builtin)
-    ov_builtin->stash_jit (*btype);
-}
+  llvm::Value *
+  jit_typeinfo::complex_real (llvm::Value *cx, llvm::Value *real)
+  {
+    return builder.CreateInsertValue (cx, real, 0);
+  }
 
-void
-jit_typeinfo::register_intrinsic (const std::string& name, size_t iid,
-                                  jit_type *result,
-                                  const std::vector<jit_type *>& args)
-{
-  jit_type *builtin_type = builtins[name];
-  size_t nargs = args.size ();
-  llvm::SmallVector<llvm::Type *, 5> llvm_args (nargs);
-  for (size_t i = 0; i < nargs; ++i)
-    llvm_args[i] = args[i]->to_llvm ();
-
-  llvm::Intrinsic::ID id = static_cast<llvm::Intrinsic::ID> (iid);
-  llvm::Function *ifun = llvm::Intrinsic::getDeclaration (module, id,
-                                                          llvm_args);
-  std::stringstream fn_name;
-  fn_name << "octave_jit_" << name;
+  llvm::Value *
+  jit_typeinfo::complex_imag (llvm::Value *cx)
+  {
+    return builder.CreateExtractValue (cx, 1);
+  }
 
-  std::vector<jit_type *> args1 (nargs + 1);
-  args1[0] = builtin_type;
-  std::copy (args.begin (), args.end (), args1.begin () + 1);
-
-  // The first argument will be the Octave function, but we already know that
-  // the function call is the equivalent of the intrinsic, so we ignore it and
-  // call the intrinsic with the remaining arguments.
-  jit_function fn = create_internal (fn_name.str (), result, args1);
-  llvm::BasicBlock *body = fn.new_block ();
-  builder.SetInsertPoint (body);
-
-  llvm::SmallVector<llvm::Value *, 5> fargs (nargs);
-  for (size_t i = 0; i < nargs; ++i)
-    fargs[i] = fn.argument (builder, i + 1);
-
-  llvm::Value *ret = builder.CreateCall (ifun, fargs);
-  fn.do_return (builder, ret);
-  paren_subsref_fn.add_overload (fn);
-}
+  llvm::Value *
+  jit_typeinfo::complex_imag (llvm::Value *cx, llvm::Value *imag)
+  {
+    return builder.CreateInsertValue (cx, imag, 1);
+  }
 
-octave_builtin *
-jit_typeinfo::find_builtin (const std::string& name)
-{
-  octave::symbol_table& symtab
-    = octave::__get_symbol_table__ ("jit_typeinfo::find_builtin");
-
-  // FIXME: Finalize what we want to store in octave_builtin, then add functions
-  // to access these values in octave_value
-  octave_value ov_builtin = symtab.find (name);
-  return dynamic_cast<octave_builtin *> (ov_builtin.internal_rep ());
-}
-
-void
-jit_typeinfo::register_generic (const std::string& name, jit_type *result,
-                                const std::vector<jit_type *>& args)
-{
-  octave_builtin *builtin = find_builtin (name);
-  if (! builtin)
-    return;
+  llvm::Value *
+  jit_typeinfo::complex_new (llvm::Value *real, llvm::Value *imag)
+  {
+    llvm::Value *ret = llvm::UndefValue::get (complex->to_llvm ());
+    ret = complex_real (ret, real);
+    return complex_imag (ret, imag);
+  }
 
-  std::vector<jit_type *> fn_args (args.size () + 1);
-  fn_args[0] = builtins[name];
-  std::copy (args.begin (), args.end (), fn_args.begin () + 1);
-  jit_function fn = create_internal (name, result, fn_args);
-  fn.mark_can_error ();
-  llvm::BasicBlock *block = fn.new_block ();
-  builder.SetInsertPoint (block);
-  llvm::Type *any_t = any->to_llvm ();
-  llvm::ArrayType *array_t = llvm::ArrayType::get (any_t, args.size ());
-  llvm::Value *array = llvm::UndefValue::get (array_t);
-  for (size_t i = 0; i < args.size (); ++i)
-    {
-      llvm::Value *arg = fn.argument (builder, i + 1);
-      jit_function agrab = get_grab (args[i]);
-      if (agrab.valid ())
-        arg = agrab.call (builder, arg);
-      jit_function acast = cast (any, args[i]);
-      array = builder.CreateInsertValue (array, acast.call (builder, arg), i);
-    }
+  void
+  jit_typeinfo::create_int (size_t nbits)
+  {
+    std::stringstream tname;
+    tname << "int" << nbits;
+    ints[nbits] = new_type (tname.str (), any, llvm::Type::getIntNTy (context,
+                                                                      nbits));
+  }
 
-  llvm::Value *array_mem = builder.CreateAlloca (array_t);
-  builder.CreateStore (array, array_mem);
-  array = builder.CreateBitCast (array_mem, any_t->getPointerTo ());
-
-  jit_type *jintTy = intN (sizeof (octave_builtin::fcn) * 8);
-  llvm::Type *intTy = jintTy->to_llvm ();
-  size_t fcn_int = reinterpret_cast<size_t> (builtin->function ());
-  llvm::Value *fcn = llvm::ConstantInt::get (intTy, fcn_int);
-  llvm::Value *nargin = llvm::ConstantInt::get (intTy, args.size ());
-  size_t result_int = reinterpret_cast<size_t> (result);
-  llvm::Value *res_llvm = llvm::ConstantInt::get (intTy, result_int);
-  llvm::Value *ret = any_call.call (builder, fcn, nargin, array, res_llvm);
-
-  jit_function cast_result = cast (result, any);
-  fn.do_return (builder, cast_result.call (builder, ret));
-  paren_subsref_fn.add_overload (fn);
-}
-
-jit_function
-jit_typeinfo::mirror_binary (const jit_function& fn)
-{
-  jit_function ret = create_internal (fn.name () + "_reverse",
-                                      fn.result (), fn.argument_type (1),
-                                      fn.argument_type (0));
-  if (fn.can_error ())
-    ret.mark_can_error ();
+  jit_type *
+  jit_typeinfo::intN (size_t nbits) const
+  {
+    std::map<size_t, jit_type *>::const_iterator iter = ints.find (nbits);
+    if (iter != ints.end ())
+      return iter->second;
 
-  llvm::BasicBlock *body = ret.new_block ();
-  builder.SetInsertPoint (body);
-  llvm::Value *result = fn.call (builder, ret.argument (builder, 1),
-                                 ret.argument (builder, 0));
-  if (ret.result ())
-    ret.do_return (builder, result);
-  else
-    ret.do_return (builder);
-
-  return ret;
-}
-
-llvm::Value *
-jit_typeinfo::pack_complex (llvm::IRBuilderD& bld, llvm::Value *cplx)
-{
-  llvm::Type *complex_ret = instance->complex_ret;
-  llvm::Value *real = bld.CreateExtractValue (cplx, 0);
-  llvm::Value *imag = bld.CreateExtractValue (cplx, 1);
-  llvm::Value *ret = llvm::UndefValue::get (complex_ret);
-
-  unsigned int re_idx[] = {0, 0};
-  unsigned int im_idx[] = {0, 1};
-  ret = bld.CreateInsertValue (ret, real, re_idx);
-  return bld.CreateInsertValue (ret, imag, im_idx);
-}
+    throw jit_fail_exception ("No such integer type");
+  }
 
-llvm::Value *
-jit_typeinfo::unpack_complex (llvm::IRBuilderD& bld, llvm::Value *result)
-{
-  unsigned int re_idx[] = {0, 0};
-  unsigned int im_idx[] = {0, 1};
-
-  llvm::Type *complex_t = get_complex ()->to_llvm ();
-  llvm::Value *real = bld.CreateExtractValue (result, re_idx);
-  llvm::Value *imag = bld.CreateExtractValue (result, im_idx);
-  llvm::Value *ret = llvm::UndefValue::get (complex_t);
-
-  ret = bld.CreateInsertValue (ret, real, 0);
-  return bld.CreateInsertValue (ret, imag, 1);
-}
+  jit_type *
+  jit_typeinfo::do_type_of (const octave_value& ov) const
+  {
+    if (ov.is_function ())
+      {
+        // FIXME: This is ugly, we need to finalize how we want to do this, then
+        // have octave_value fully support the needed functionality
+        octave_builtin *builtin
+          = dynamic_cast<octave_builtin *> (ov.internal_rep ());
+        return builtin && builtin->to_jit () ? builtin->to_jit ()
+          : unknown_function;
+      }
 
-llvm::Value *
-jit_typeinfo::complex_real (llvm::Value *cx)
-{
-  return builder.CreateExtractValue (cx, 0);
-}
-
-llvm::Value *
-jit_typeinfo::complex_real (llvm::Value *cx, llvm::Value *real)
-{
-  return builder.CreateInsertValue (cx, real, 0);
-}
-
-llvm::Value *
-jit_typeinfo::complex_imag (llvm::Value *cx)
-{
-  return builder.CreateExtractValue (cx, 1);
-}
+    if (ov.is_range ())
+      return get_range ();
 
-llvm::Value *
-jit_typeinfo::complex_imag (llvm::Value *cx, llvm::Value *imag)
-{
-  return builder.CreateInsertValue (cx, imag, 1);
-}
-
-llvm::Value *
-jit_typeinfo::complex_new (llvm::Value *real, llvm::Value *imag)
-{
-  llvm::Value *ret = llvm::UndefValue::get (complex->to_llvm ());
-  ret = complex_real (ret, real);
-  return complex_imag (ret, imag);
-}
+    if (ov.is_double_type () && ! ov.iscomplex ())
+      {
+        if (ov.is_real_scalar ())
+          return get_scalar ();
 
-void
-jit_typeinfo::create_int (size_t nbits)
-{
-  std::stringstream tname;
-  tname << "int" << nbits;
-  ints[nbits] = new_type (tname.str (), any, llvm::Type::getIntNTy (context,
-                                                                    nbits));
-}
-
-jit_type *
-jit_typeinfo::intN (size_t nbits) const
-{
-  std::map<size_t, jit_type *>::const_iterator iter = ints.find (nbits);
-  if (iter != ints.end ())
-    return iter->second;
-
-  throw jit_fail_exception ("No such integer type");
-}
+        if (ov.is_matrix_type ())
+          return get_matrix ();
+      }
 
-jit_type *
-jit_typeinfo::do_type_of (const octave_value& ov) const
-{
-  if (ov.is_function ())
-    {
-      // FIXME: This is ugly, we need to finalize how we want to do this, then
-      // have octave_value fully support the needed functionality
-      octave_builtin *builtin
-        = dynamic_cast<octave_builtin *> (ov.internal_rep ());
-      return builtin && builtin->to_jit () ? builtin->to_jit ()
-                                           : unknown_function;
-    }
-
-  if (ov.is_range ())
-    return get_range ();
+    if (ov.is_complex_scalar ())
+      {
+        Complex cv = ov.complex_value ();
 
-  if (ov.is_double_type () && ! ov.iscomplex ())
-    {
-      if (ov.is_real_scalar ())
-        return get_scalar ();
-
-      if (ov.is_matrix_type ())
-        return get_matrix ();
-    }
+        // We don't really represent complex values, instead we represent
+        // complex_or_scalar.  If the imag value is zero, we assume a scalar.
+        if (cv.imag () != 0)
+          return get_complex ();
+      }
 
-  if (ov.is_complex_scalar ())
-    {
-      Complex cv = ov.complex_value ();
+    return get_any ();
+  }
 
-      // We don't really represent complex values, instead we represent
-      // complex_or_scalar.  If the imag value is zero, we assume a scalar.
-      if (cv.imag () != 0)
-        return get_complex ();
-    }
-
-  return get_any ();
 }
 
 #endif