From aed2eab655c127d6da157be245db6b28a832843d Mon Sep 17 00:00:00 2001
From: Hongbo Rong <hongbo.rong@intel.com>
Date: Thu, 28 Aug 2014 18:34:18 -0700
Subject: [PATCH 01/11] Initial release of Julia-2-C implementation
---
base/base.jl | 2 +-
base/inference.jl | 10 +-
base/serialize.jl | 4 +
j2c/README | 10 +
src/Makefile | 2 +-
src/alloc.c | 1 +
src/array.c | 19 +
src/builtin_proto.h | 2 +
src/builtins.c | 3 +
src/ccall.cpp | 33 +-
src/codegen.cpp | 587 +++++++++---
src/dump.c | 6 +-
src/gf.c | 1 +
src/intrinsics.cpp | 144 ++-
src/j2c-calls.cpp | 192 ++++
src/j2c.cpp | 2153 ++++++++++++++++++++++++++++++++++++++++++
src/j2c.h | 98 ++
src/jltypes.c | 8 +-
src/julia.expmap | 1 +
src/julia.h | 4 +
test/j2c.jl | 56 ++
test/j2c/pse-types.c | 148 +++
test/j2c/pse-types.h | 56 ++
23 files changed, 3334 insertions(+), 206 deletions(-)
create mode 100644 j2c/README
create mode 100644 src/j2c-calls.cpp
create mode 100644 src/j2c.cpp
create mode 100644 src/j2c.h
create mode 100644 test/j2c.jl
create mode 100644 test/j2c/pse-types.c
create mode 100644 test/j2c/pse-types.h
diff --git a/base/base.jl b/base/base.jl
index 1309006009ab1..e8f4291a28ee0 100644
--- a/base/base.jl
+++ b/base/base.jl
@@ -1,6 +1,6 @@
# important core definitions
-using Core: Intrinsics, arraylen, arrayref, arrayset, arraysize,
+using Core: Intrinsics, arraylen, arrayref, arrayset, unsafe_arrayref, unsafe_arrayset, arraysize,
tuplelen, tupleref, convert_default, kwcall,
typeassert, apply_type
diff --git a/base/inference.jl b/base/inference.jl
index 0ca86f5b93911..526db1ef16672 100644
--- a/base/inference.jl
+++ b/base/inference.jl
@@ -474,12 +474,12 @@ function builtin_tfunction(f::ANY, args::ANY, argtypes::ANY)
return Type{map(t->t.parameters[1], t)}
end
return t
- elseif is(f,arrayset)
+ elseif is(f,arrayset) || is(f,unsafe_arrayset)
if length(argtypes) < 3
return None
end
return argtypes[1]
- elseif is(f,arrayref)
+ elseif is(f,arrayref) || is(f,unsafe_arrayref)
if length(argtypes) < 2
return None
end
@@ -1818,7 +1818,7 @@ function without_linenums(a::Array{Any,1})
end
const _pure_builtins = {tuple, tupleref, tuplelen, fieldtype, apply_type, is, isa, typeof} # known affect-free calls (also effect-free)
-const _pure_builtins_volatile = {getfield, arrayref} # known effect-free calls (might not be affect-free)
+const _pure_builtins_volatile = {getfield, arrayref, unsafe_arrayref} # known effect-free calls (might not be affect-free)
function is_pure_builtin(f)
if contains_is(_pure_builtins, f)
@@ -1984,7 +1984,7 @@ function inlineable(f, e::Expr, atypes, sv, enclosing_ast)
if !(atypes <: meth[1])
return NF
end
- if !isa(linfo,LambdaStaticData) || meth[3].func.env !== ()
+ if !isa(linfo,LambdaStaticData) || meth[3].func.env !== () || (linfo.j2cflag & 2 == 2)
return NF
end
@@ -2019,7 +2019,7 @@ function inlineable(f, e::Expr, atypes, sv, enclosing_ast)
body = Expr(:block)
body.args = without_linenums(ast.args[3].args)::Array{Any,1}
- if !inline_worthy(body)
+ if !(linfo.j2cflag & 1 == 1) && !inline_worthy(body)
return NF
end
diff --git a/base/serialize.jl b/base/serialize.jl
index b3032953402a0..a40f935a2112b 100644
--- a/base/serialize.jl
+++ b/base/serialize.jl
@@ -31,6 +31,7 @@ let i = 2
:mul_float, :unbox, :box,
:eq_int, :slt_int, :sle_int, :ne_int,
:arrayset, :arrayref,
+ :unsafe_arrayset, :unsafe_arrayref,
:reserved13, :reserved14, :reserved15, :reserved16,
:reserved17, :reserved18, :reserved19, :reserved20,
false, true, nothing, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11,
@@ -225,6 +226,7 @@ function serialize(s, linfo::LambdaStaticData)
serialize(s, {})
end
serialize(s, linfo.sparams)
+ serialize(s, linfo.j2cflag)
serialize(s, linfo.inferred)
serialize(s, linfo.module)
if isdefined(linfo, :capt)
@@ -370,6 +372,7 @@ function deserialize(s, ::Type{LambdaStaticData})
ast = deserialize(s)
roots = deserialize(s)
sparams = deserialize(s)
+ j2cflag = deserialize(s)
infr = deserialize(s)
mod = deserialize(s)
capt = deserialize(s)
@@ -377,6 +380,7 @@ function deserialize(s, ::Type{LambdaStaticData})
return known_lambda_data[lnumber]
else
linfo = ccall(:jl_new_lambda_info, Any, (Any, Any), ast, sparams)
+ linfo.j2cflag = j2cflag
linfo.inferred = infr
linfo.module = mod
linfo.roots = roots
diff --git a/j2c/README b/j2c/README
new file mode 100644
index 0000000000000..e4ee867f94c96
--- /dev/null
+++ b/j2c/README
@@ -0,0 +1,10 @@
+First, you need to set JULIA_ROOT environment to the full path to this
+directory. This is where j2c output file, and object file will be stored.
+
+To run J2C example, go to the julia/test directory, run:
+
+ ../julia j2c.jl
+
+It should finish without any error. Check julia/j2c directory for the
+intermediate files during J2C compilation.
+
diff --git a/src/Makefile b/src/Makefile
index b7ab79cee1b7e..0724ff7ab0614 100644
--- a/src/Makefile
+++ b/src/Makefile
@@ -64,7 +64,7 @@ julia_flisp.boot: julia-parser.scm julia-syntax.scm \
match.scm utils.scm jlfrontend.scm mk_julia_flisp_boot.scm flisp/libflisp.a
@$(call PRINT_FLISP, $(call spawn,./flisp/flisp) ./mk_julia_flisp_boot.scm)
-codegen.o codegen.do: intrinsics.cpp debuginfo.cpp cgutils.cpp ccall.cpp disasm.cpp
+codegen.o codegen.do: intrinsics.cpp debuginfo.cpp cgutils.cpp ccall.cpp disasm.cpp j2c.cpp j2c.h j2c-calls.cpp
builtins.o builtins.do: table.c
support/libsupport.a: support/*.h support/*.c
diff --git a/src/alloc.c b/src/alloc.c
index 96334a57528f1..5235dd0f44894 100644
--- a/src/alloc.c
+++ b/src/alloc.c
@@ -401,6 +401,7 @@ jl_lambda_info_t *jl_new_lambda_info(jl_value_t *ast, jl_tuple_t *sparams)
li->functionID = 0;
li->cFunctionID = 0;
li->specTypes = NULL;
+ li->j2cflag = 0;
li->inferred = 0;
li->inInference = 0;
li->inCompile = 0;
diff --git a/src/array.c b/src/array.c
index a75d3aa78c900..c639ad200d63a 100644
--- a/src/array.c
+++ b/src/array.c
@@ -457,6 +457,15 @@ JL_CALLABLE(jl_f_arrayref)
return jl_arrayref(a, i);
}
+JL_CALLABLE(jl_f_unsafe_arrayref)
+{
+ JL_NARGSV(unsafe_arrayref, 2);
+ JL_TYPECHK(unsafe_arrayref, array, args[0]);
+ jl_array_t *a = (jl_array_t*)args[0];
+ size_t i = array_nd_index(a, &args[1], nargs-1, "unsafe_arrayref");
+ return jl_arrayref(a, i);
+}
+
int jl_array_isdefined(jl_value_t **args0, int nargs)
{
assert(jl_is_array(args0[0]));
@@ -511,6 +520,16 @@ JL_CALLABLE(jl_f_arrayset)
return args[0];
}
+JL_CALLABLE(jl_f_unsafe_arrayset)
+{
+ JL_NARGSV(unsafe_arrayset, 3);
+ JL_TYPECHK(unsafe_arrayset, array, args[0]);
+ jl_array_t *a = (jl_array_t*)args[0];
+ size_t i = array_nd_index(a, &args[2], nargs-2, "unsafe_arrayset");
+ jl_arrayset(a, args[1], i);
+ return args[0];
+}
+
void jl_arrayunset(jl_array_t *a, size_t i)
{
if (i >= jl_array_len(a))
diff --git a/src/builtin_proto.h b/src/builtin_proto.h
index 4ae5efd5f2c49..b9cb6a2f65169 100644
--- a/src/builtin_proto.h
+++ b/src/builtin_proto.h
@@ -40,6 +40,8 @@ JL_CALLABLE(jl_f_applicable);
JL_CALLABLE(jl_f_invoke);
JL_CALLABLE(jl_f_task);
JL_CALLABLE(jl_f_yieldto);
+JL_CALLABLE(jl_f_unsafe_arrayref);
+JL_CALLABLE(jl_f_unsafe_arrayset);
#ifdef __cplusplus
}
diff --git a/src/builtins.c b/src/builtins.c
index 3b53e7bcebcc1..61847d2a81c8d 100644
--- a/src/builtins.c
+++ b/src/builtins.c
@@ -983,6 +983,9 @@ void jl_init_primitives(void)
add_builtin_func("apply_type", jl_f_instantiate_type);
+ add_builtin_func("unsafe_arrayref", jl_f_unsafe_arrayref);
+ add_builtin_func("unsafe_arrayset", jl_f_unsafe_arrayset);
+
// builtin types
add_builtin("Any", (jl_value_t*)jl_any_type);
add_builtin("None", (jl_value_t*)jl_bottom_type);
diff --git a/src/ccall.cpp b/src/ccall.cpp
index 9b284f820795a..0c5a6698415c1 100644
--- a/src/ccall.cpp
+++ b/src/ccall.cpp
@@ -570,9 +570,13 @@ static Value *emit_cglobal(jl_value_t **args, size_t nargs, jl_codectx_t *ctx)
// --- code generator for ccall itself ---
+// In calling to j2c_*, we always do that after the original emit_* is done, so that the children
+// ast nodes have been processed, and thus we may do something like size inference.
+#define END_EMIT_CCALL { if(in_j2c) j2c_ccall(f_name, f_lib, jl_ptr, fptr, args, nargs, ctx, ast_node); }
+
// ccall(pointer, rettype, (argtypes...), args...)
-static Value *emit_ccall(jl_value_t **args, size_t nargs, jl_codectx_t *ctx)
-{
+static Value *emit_ccall(jl_value_t **args, size_t nargs, jl_codectx_t *ctx, jl_value_t* ast_node)
+{
JL_NARGSV(ccall, 3);
jl_value_t *rt=NULL, *at=NULL;
JL_GC_PUSH2(&rt, &at);
@@ -735,7 +739,9 @@ static Value *emit_ccall(jl_value_t **args, size_t nargs, jl_codectx_t *ctx)
assert(lrt->isPointerTy());
Value *ary = emit_expr(args[4], ctx);
JL_GC_POP();
- return mark_julia_type(builder.CreateBitCast(emit_arrayptr(ary),lrt), rt);
+ Value *return_val = mark_julia_type(builder.CreateBitCast(emit_arrayptr(ary),lrt), rt);
+ if (in_j2c) j2c_array_ptr(ast_node, args, ctx);
+ return return_val;
}
if (fptr == &jl_value_ptr ||
(f_lib==NULL && f_name && !strcmp(f_name,"jl_value_ptr"))) {
@@ -748,9 +754,11 @@ static Value *emit_ccall(jl_value_t **args, size_t nargs, jl_codectx_t *ctx)
}
Value *ary = boxed(emit_expr(argi, ctx),ctx);
JL_GC_POP();
- return mark_julia_type(
+ Value *return_val = mark_julia_type(
builder.CreateBitCast(emit_nthptr_addr(ary, addressOf?1:0), lrt),
rt);
+ J2C_UNIMPL("emit ccall: jl_value_ptr");
+ return return_val;
}
// save place before arguments, for possible insertion of temp arg
@@ -877,12 +885,14 @@ static Value *emit_ccall(jl_value_t **args, size_t nargs, jl_codectx_t *ctx)
null_pointer_check(jl_ptr,ctx);
Type *funcptype = PointerType::get(functype,0);
llvmf = builder.CreateIntToPtr(jl_ptr, funcptype);
+ J2C_UNIMPL("emit ccall: jl ptr");
}
else if (fptr != NULL) {
Type *funcptype = PointerType::get(functype,0);
llvmf = literal_static_pointer_val(fptr, funcptype);
if (imaging_mode)
JL_PRINTF(JL_STDERR,"warning: literal address used in ccall for %s; code cannot be statically compiled\n", f_name);
+ J2C_UNIMPL("emit ccall: literal address");
}
else {
assert(f_name != NULL);
@@ -979,8 +989,11 @@ static Value *emit_ccall(jl_value_t **args, size_t nargs, jl_codectx_t *ctx)
}
JL_GC_POP();
- if (!sret && lrt == T_void)
- return literal_pointer_val((jl_value_t*)jl_nothing);
+ if (!sret && lrt == T_void) {
+ Value *return_val = literal_pointer_val((jl_value_t*)jl_nothing);
+ J2C_UNIMPL("emit ccall: jl_nothing");
+ return return_val;
+ }
if (lrt->isStructTy()) {
//fprintf(stderr, "ccall rt: %s -> %s\n", f_name, ((jl_tag_type_t*)rt)->name->name->name);
assert(jl_is_structtype(rt));
@@ -994,7 +1007,11 @@ static Value *emit_ccall(jl_value_t **args, size_t nargs, jl_codectx_t *ctx)
builder.CreateBitCast(
emit_nthptr_addr(strct, (size_t)1),
PointerType::get(lrt,0)));
- return mark_julia_type(strct, rt);
+ Value *return_val = mark_julia_type(strct, rt);
+ J2C_UNIMPL("emit ccall: structTy");
+ return return_val;
}
- return mark_julia_type(result, rt);
+ Value *return_val = mark_julia_type(result, rt);
+ END_EMIT_CCALL
+ return return_val;
}
diff --git a/src/codegen.cpp b/src/codegen.cpp
index 1e78a1b46571b..b4df79cbabb14 100644
--- a/src/codegen.cpp
+++ b/src/codegen.cpp
@@ -111,6 +111,8 @@
#include <set>
#include <cstdio>
#include <cassert>
+#include <fstream>
+#include <iostream>
using namespace llvm;
extern "C" {
@@ -283,56 +285,8 @@ static Function *jlgetnthfieldchecked_func;
static Function *resetstkoflw_func;
#endif
-// --- code generation ---
-
-// per-local-variable information
-struct jl_varinfo_t {
- Value *memvalue; // an address, if the var is alloca'd
- Value *SAvalue; // register, if the var is SSA
- Value *passedAs; // if an argument, the original passed value
- int closureidx; // index in closure env, or -1
- bool isAssigned;
- bool isCaptured;
- bool isSA;
- bool isVolatile;
- bool isArgument;
- bool isGhost; // Has size 0 and is thus never actually allocated
- bool hasGCRoot;
- bool escapes;
- bool usedUndef;
- bool used;
- jl_value_t *declType;
- jl_value_t *initExpr; // initializing expression for SSA variables
-
- jl_varinfo_t() : memvalue(NULL), SAvalue(NULL), passedAs(NULL), closureidx(-1),
- isAssigned(true), isCaptured(false), isSA(false), isVolatile(false),
- isArgument(false), isGhost(false), hasGCRoot(false), escapes(true),
- usedUndef(false), used(false),
- declType((jl_value_t*)jl_any_type), initExpr(NULL)
- {
- }
-};
-
-// --- helpers for reloading IR image
static void jl_gen_llvm_gv_array();
-extern "C"
-void jl_dump_bitcode(char* fname)
-{
- std::string err;
-#ifdef LLVM35
- raw_fd_ostream OS(fname, err, sys::fs::F_None);
-#else
- raw_fd_ostream OS(fname, err);
-#endif
- jl_gen_llvm_gv_array();
-#ifdef USE_MCJIT
- WriteBitcodeToFile(shadow_module, OS);
-#else
- WriteBitcodeToFile(jl_Module, OS);
-#endif
-}
-
extern "C"
void jl_dump_objfile(char* fname, int jit_model)
{
@@ -381,65 +335,6 @@ void jl_dump_objfile(char* fname, int jit_model)
#endif
}
-// aggregate of array metadata
-typedef struct {
- Value *dataptr;
- Value *len;
- std::vector<Value*> sizes;
- jl_value_t *ty;
-} jl_arrayvar_t;
-
-// information about the context of a piece of code: its enclosing
-// function and module, and visible local variables and labels.
-typedef struct {
- Function *f;
- // local var info. globals are not in here.
- // NOTE: you must be careful not to access vars[s] before you are sure "s" is
- // a local, since otherwise this will add it to the map.
- std::map<jl_sym_t*, jl_varinfo_t> vars;
- std::map<jl_sym_t*, jl_arrayvar_t> *arrayvars;
- std::map<int, BasicBlock*> *labels;
- std::map<int, Value*> *handlers;
- jl_module_t *module;
- jl_expr_t *ast;
- jl_tuple_t *sp;
- jl_lambda_info_t *linfo;
- Value *envArg;
- Value *argArray;
- Value *argCount;
- Instruction *argTemp;
- int argDepth;
- int maxDepth;
- int argSpaceOffs;
- std::string funcName;
- jl_sym_t *vaName; // name of vararg argument
- bool vaStack; // varargs stack-allocated
- int nReqArgs;
- int lineno;
- std::vector<bool> boundsCheck;
-#ifdef JL_GC_MARKSWEEP
- Instruction *gcframe ;
- Instruction *argSpaceInits;
- StoreInst *storeFrameSize;
-#endif
- BasicBlock::iterator first_gcframe_inst;
- BasicBlock::iterator last_gcframe_inst;
- llvm::DIBuilder *dbuilder;
- std::vector<Instruction*> gc_frame_pops;
- std::vector<CallInst*> to_inline;
-} jl_codectx_t;
-
-static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool boxed=true,
- bool valuepos=true);
-static Value *emit_unboxed(jl_value_t *e, jl_codectx_t *ctx);
-static int is_global(jl_sym_t *s, jl_codectx_t *ctx);
-static Value *make_gcroot(Value *v, jl_codectx_t *ctx);
-static Value *global_binding_pointer(jl_module_t *m, jl_sym_t *s,
- jl_binding_t **pbnd, bool assign);
-static Value *emit_checked_var(Value *bp, jl_sym_t *name, jl_codectx_t *ctx);
-static bool might_need_root(jl_value_t *ex);
-static Value *emit_condition(jl_value_t *cond, const std::string &msg, jl_codectx_t *ctx);
-
// NoopType
static Type *NoopType;
@@ -457,8 +352,6 @@ const char *jl_cpu_string = "native";
int globalUnique = 0;
}
-#include "cgutils.cpp"
-
static void jl_rethrow_with_add(const char *fmt, ...)
{
if (jl_typeis(jl_exception_in_transit, jl_errorexception_type)) {
@@ -659,6 +552,12 @@ static Function *jl_cfunction_object(jl_function_t *f, jl_value_t *rt, jl_value_
return NULL;
}
+int enable_j2c_verbose = 0;
+extern "C" DLLEXPORT
+void set_j2c_verbose(int value) {
+ enable_j2c_verbose = value;
+}
+
// get the address of a C-callable entry point for a function
extern "C" DLLEXPORT
void *jl_function_ptr(jl_function_t *f, jl_value_t *rt, jl_value_t *argt)
@@ -740,6 +639,148 @@ const jl_value_t *jl_dump_function(jl_function_t *f, jl_tuple_t *types, bool dum
return jl_dump_llvmf(llvmf,dumpasm);
}
+// --- code generation ---
+
+// per-local-variable information
+struct jl_varinfo_t {
+ Value *memvalue; // an address, if the var is alloca'd
+ Value *SAvalue; // register, if the var is SSA
+ Value *passedAs; // if an argument, the original passed value
+ int closureidx; // index in closure env, or -1
+ bool isAssigned;
+ bool isCaptured;
+ bool isSA;
+ bool isVolatile;
+ bool isArgument;
+ bool isGhost; // Has size 0 and is thus never actually allocated
+ bool hasGCRoot;
+ bool escapes;
+ bool usedUndef;
+ bool used;
+ jl_value_t *declType;
+ jl_value_t *initExpr; // initializing expression for SSA variables
+
+ jl_varinfo_t() : memvalue(NULL), SAvalue(NULL), passedAs(NULL), closureidx(-1),
+ isAssigned(true), isCaptured(false), isSA(false), isVolatile(false),
+ isArgument(false), isGhost(false), hasGCRoot(false), escapes(true),
+ usedUndef(false), used(false),
+ declType((jl_value_t*)jl_any_type), initExpr(NULL)
+ {
+ }
+};
+
+// --- helpers for reloading IR image
+extern "C"
+void jl_set_imaging_mode(int stat)
+{
+ imaging_mode = !!stat;
+}
+
+extern "C"
+void jl_dump_bitcode(char* fname)
+{
+ std::string err;
+ raw_fd_ostream OS(fname, err);
+ jl_gen_llvm_gv_array();
+ WriteBitcodeToFile(jl_Module, OS);
+}
+
+// aggregate of array metadata
+typedef struct {
+ Value *dataptr;
+ Value *len;
+ std::vector<Value*> sizes;
+ jl_value_t *ty;
+} jl_arrayvar_t;
+
+#include "j2c.h"
+
+// information about the context of a piece of code: its enclosing
+// function and module, and visible local variables and labels.
+typedef struct {
+ Function *f;
+ // local var info. globals are not in here.
+ // NOTE: you must be careful not to access vars[s] before you are sure "s" is
+ // a local, since otherwise this will add it to the map.
+ std::map<jl_sym_t*, jl_varinfo_t> vars;
+ std::map<jl_sym_t*, jl_arrayvar_t> *arrayvars;
+ std::map<int, BasicBlock*> *labels;
+ std::map<int, Value*> *handlers;
+ jl_module_t *module;
+ jl_expr_t *ast;
+ jl_tuple_t *sp;
+ jl_lambda_info_t *linfo;
+ Value *envArg;
+ Value *argArray;
+ Value *argCount;
+ Instruction *argTemp;
+ int argDepth;
+ int maxDepth;
+ int argSpaceOffs;
+ std::string funcName;
+ jl_sym_t *vaName; // name of vararg argument
+ bool vaStack; // varargs stack-allocated
+ int nReqArgs;
+ int lineno;
+ std::vector<bool> boundsCheck;
+#ifdef JL_GC_MARKSWEEP
+ Instruction *gcframe ;
+ Instruction *argSpaceInits;
+ StoreInst *storeFrameSize;
+#endif
+ BasicBlock::iterator first_gcframe_inst;
+ BasicBlock::iterator last_gcframe_inst;
+ llvm::DIBuilder *dbuilder;
+ std::vector<Instruction*> gc_frame_pops;
+ std::vector<CallInst*> to_inline;
+
+ // Below is for j2c only
+ std::map<jl_value_t*, ast_node_result_t*> ast_node_results;
+} jl_codectx_t;
+
+static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool boxed=true,
+ bool valuepos=true);
+static Value *emit_unboxed(jl_value_t *e, jl_codectx_t *ctx);
+static int is_global(jl_sym_t *s, jl_codectx_t *ctx);
+static Value *make_gcroot(Value *v, jl_codectx_t *ctx);
+static Value *global_binding_pointer(jl_module_t *m, jl_sym_t *s,
+ jl_binding_t **pbnd, bool assign);
+static Value *emit_checked_var(Value *bp, jl_sym_t *name, jl_codectx_t *ctx);
+static bool might_need_root(jl_value_t *ex);
+static Value *emit_condition(jl_value_t *cond, const std::string &msg, jl_codectx_t *ctx);
+
+// --- utilities ---
+
+#include "cgutils.cpp"
+#include "j2c.cpp"
+
+class print_in_out {
+protected:
+ char *str;
+ int count;
+ jl_value_t *expr;
+public:
+ print_in_out(char *s, int &c, jl_value_t *e) : str(s), expr(e) {
+ if (enable_j2c_verbose) {
+ if (in_j2c) {
+ c++;
+ count = c;
+ JL_PRINTF(JL_STDOUT, "%s %d\n", str, count);
+ jl_static_show(JL_STDOUT, expr);
+ JL_PRINTF(JL_STDOUT, "\n\n");
+ }
+ }
+ }
+
+ ~print_in_out() {
+ if (enable_j2c_verbose) {
+ if (in_j2c) {
+ JL_PRINTF(JL_STDOUT, "Finished %s %d\n", str, count);
+ }
+ }
+ }
+};
+
// --- code gen for intrinsic functions ---
#include "intrinsics.cpp"
@@ -1252,15 +1293,17 @@ static jl_tuple_t *call_arg_types(jl_value_t **args, size_t n, jl_codectx_t *ctx
return t;
}
-static Value *emit_getfield(jl_value_t *expr, jl_sym_t *name, jl_codectx_t *ctx)
+static Value *emit_getfield(jl_value_t *expr, jl_sym_t *name, jl_codectx_t *ctx, jl_value_t *ast_node)
{
if (jl_is_quotenode(expr) && jl_is_module(jl_fieldref(expr,0)))
expr = jl_fieldref(expr,0);
if (jl_is_module(expr)) {
+ jl_binding_t *bnd;
Value *bp =
- global_binding_pointer((jl_module_t*)expr, name, NULL, false);
+ global_binding_pointer((jl_module_t*)expr, name, &bnd, false);
// todo: use type info to avoid undef check
+ if (in_j2c) j2c_getfield(expr, &bnd, ctx, ast_node);
return emit_checked_var(bp, name, ctx);
}
@@ -1274,6 +1317,7 @@ static Value *emit_getfield(jl_value_t *expr, jl_sym_t *name, jl_codectx_t *ctx)
jl_value_t *jfty = jl_tupleref(sty->types, idx);
Value *strct = emit_expr(expr, ctx, false);
if (strct->getType() == jl_pvalue_llvmt) {
+ J2C_UNIMPL("emit_getfield: llvmt");
Value *addr =
builder.CreateGEP(builder.CreateBitCast(strct, T_pint8),
ConstantInt::get(T_size,
@@ -1298,6 +1342,7 @@ static Value *emit_getfield(jl_value_t *expr, jl_sym_t *name, jl_codectx_t *ctx)
null_pointer_check(fldv, ctx);
}
JL_GC_POP();
+ if(in_j2c) j2c_getfield(expr, name, ctx, ast_node);
return mark_julia_type(fldv, jfty);
}
}
@@ -1305,6 +1350,7 @@ static Value *emit_getfield(jl_value_t *expr, jl_sym_t *name, jl_codectx_t *ctx)
// TODO: attempt better codegen for approximate types, if the types
// and offsets of some fields are independent of parameters.
JL_GC_POP();
+ J2C_UNIMPL("emit_getfield: better code gen");
int argStart = ctx->argDepth;
Value *arg1 = boxed(emit_expr(expr, ctx),ctx,expr_type(expr,ctx));
@@ -1347,12 +1393,13 @@ static void emit_setfield(jl_datatype_t *sty, Value *strct, size_t idx,
// and varg1 and varg2 are LLVM values for the arguments if we have them.
static Value *emit_f_is(jl_value_t *rt1, jl_value_t *rt2,
jl_value_t *arg1, jl_value_t *arg2,
- Value *varg1, Value *varg2, jl_codectx_t *ctx)
+ Value *varg1, Value *varg2, jl_codectx_t *ctx, jl_value_t* ast_node)
{
if (jl_is_type_type(rt1) && jl_is_type_type(rt2) &&
!jl_is_typevar(jl_tparam0(rt1)) && !jl_is_typevar(jl_tparam0(rt2)) &&
(!arg1 || is_constant(arg1, ctx)) &&
(!arg2 || is_constant(arg2, ctx))) {
+ J2C_UNIMPL("emit known call: jl_f_is constant");
if (jl_tparam0(rt1) == jl_tparam0(rt2))
return ConstantInt::get(T_int1, 1);
return ConstantInt::get(T_int1, 0);
@@ -1377,6 +1424,7 @@ static Value *emit_f_is(jl_value_t *rt1, jl_value_t *rt2,
varg2 = isbits ? auto_unbox(arg2, ctx) : emit_expr(arg2, ctx);
if (isleaf && !isteq && !jl_is_type_type(rt1) && !jl_is_type_type(rt2)) {
ctx->argDepth = last_depth;
+ J2C_UNIMPL("emit known call: jl_f_is const leaf");
return ConstantInt::get(T_int1, 0);
}
Type *at1 = varg1->getType();
@@ -1386,8 +1434,10 @@ static Value *emit_f_is(jl_value_t *rt1, jl_value_t *rt2,
if (at1->isIntegerTy() || at1->isPointerTy() ||
at1->isFloatingPointTy()) {
answer = builder.CreateICmpEQ(JL_INT(varg1),JL_INT(varg2));
+ if (in_j2c) j2c_is(arg1, arg2, ctx, ast_node);
goto done;
}
+ J2C_UNIMPL("emit known call: jl_f_is struct");
if (at1->isStructTy() && !ptr_comparable) {
// TODO: tuples
jl_datatype_t *sty = (jl_datatype_t*)rt1;
@@ -1399,13 +1449,14 @@ static Value *emit_f_is(jl_value_t *rt1, jl_value_t *rt2,
emit_f_is(fldty, fldty, NULL, NULL,
builder.CreateExtractValue(varg1, ArrayRef<unsigned>(&i,1)),
builder.CreateExtractValue(varg2, ArrayRef<unsigned>(&i,1)),
- ctx);
+ ctx, ast_node);
answer = builder.CreateAnd(answer, subAns);
}
goto done;
}
}
}
+ J2C_UNIMPL("emit known call: jl_f_is boxed");
varg1 = boxed(varg1,ctx); varg2 = boxed(varg2,ctx);
if (ptr_comparable)
answer = builder.CreateICmpEQ(varg1, varg2);
@@ -1421,9 +1472,29 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
Value **theFptr, jl_function_t **theF,
jl_value_t *expr)
{
+#ifdef J2C_VERBOSE
+ static int count=0;
+ print_in_out pio("**** emit known_call ", count, expr);
+
+#if 0
+ if (enable_j2c_verbose) {
+ if (in_j2c)
+ {
+ static int count=0;
+ count++;
+ JL_PRINTF(JL_STDOUT, "**** emit_known_call %d function is\n", count);
+ jl_static_show(JL_STDOUT, ff);
+ JL_PRINTF(JL_STDOUT, " expr is\n");
+ jl_static_show(JL_STDOUT, expr);
+ JL_PRINTF(JL_STDOUT, "\n\n");
+ }
+ }
+#endif
+#endif
+
if (jl_typeis(ff, jl_intrinsic_type)) {
return emit_intrinsic((intrinsic)*(uint32_t*)jl_data_ptr(ff),
- args, nargs, ctx);
+ args, nargs, ctx, expr);
}
if (!jl_is_func(ff)) {
return NULL;
@@ -1458,7 +1529,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
else if (f->fptr == &jl_f_is && nargs==2) {
rt1 = expr_type(args[1], ctx);
rt2 = expr_type(args[2], ctx);
- Value *ans = emit_f_is(rt1,rt2, args[1],args[2], NULL,NULL, ctx);
+ Value *ans = emit_f_is(rt1,rt2, args[1],args[2], NULL,NULL, ctx, expr);
JL_GC_POP();
return ans;
}
@@ -1471,10 +1542,12 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
if (jl_is_type_type(aty))
aty = (jl_value_t*)jl_typeof(jl_tparam0(aty));
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_typeof leaf");
return literal_pointer_val(aty);
}
arg1 = boxed(arg1,ctx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_typeof");
return emit_typeof(arg1);
}
}
@@ -1491,18 +1564,21 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
BasicBlock *cont = BasicBlock::Create(getGlobalContext(),"after_assert",ctx->f);
builder.SetInsertPoint(cont);
}
+ J2C_UNIMPL("emit known call: jl_f_typeassert subtype");
return v;
}
if (tp0 == jl_bottom_type) {
emit_expr(args[1], ctx);
emit_error("reached code declared unreachable", ctx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_typeassert bottom type");
return NULL;
}
if (!jl_is_tuple(tp0) && jl_is_leaf_type(tp0)) {
Value *arg1 = emit_expr(args[1], ctx);
emit_typecheck(arg1, tp0, "typeassert", ctx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_typeof");
return arg1;
}
}
@@ -1524,6 +1600,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
builder.CreateCall2(prepare_call(typeassert), arg1, boxed(emit_expr(args[2], ctx),ctx));
ctx->argDepth = ldepth;
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_subtype");
return arg1;
}
}
@@ -1534,16 +1611,19 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
jl_value_t *tp0 = jl_tparam0(ty);
if (arg != jl_bottom_type && jl_subtype(arg, tp0, 0)) {
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_isa");
return ConstantInt::get(T_int1,1);
}
if (!jl_is_tuple(tp0) && jl_is_leaf_type(tp0) &&
!jl_is_type_type(tp0)) {
if (jl_is_leaf_type(arg)) {
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_isa");
return ConstantInt::get(T_int1,0);
}
Value *arg1 = emit_expr(args[1], ctx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_isa");
return builder.CreateICmpEQ(emit_typeof(arg1),
literal_pointer_val(tp0));
}
@@ -1555,11 +1635,13 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
if (symbol_eq(args[1], ctx->vaName) &&
!ctx->vars[ctx->vaName].isAssigned) {
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_tuplelen");
return emit_n_varargs(ctx);
}
else {
Value *arg1 = emit_expr(args[1], ctx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_tuplelen");
return emit_tuplelen(arg1,aty);
}
}
@@ -1578,6 +1660,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
ConstantInt::get(T_size, ctx->nReqArgs)),
nva);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_apply");
return r;
}
else if (f->fptr == &jl_f_tupleref && nargs==2) {
@@ -1591,6 +1674,9 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
idx = emit_bounds_check(idx, valen, ctx);
idx = builder.CreateAdd(idx, ConstantInt::get(T_size, ctx->nReqArgs));
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_tupleref");
+ //return builder.
+ // CreateLoad(builder.CreateGEP(ctx->argArray,idx),false);
return tbaa_decorate(tbaa_user, builder.
CreateLoad(builder.CreateGEP(ctx->argArray,idx),false));
}
@@ -1603,13 +1689,16 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
if (idx > 0 && (idx < tlen || (idx == tlen && !isseqt))) {
// known to be in bounds
JL_GC_POP();
- return emit_tupleref(arg1,ConstantInt::get(T_size,idx),tty,ctx);
+ Value* value = emit_tupleref(arg1,ConstantInt::get(T_size,idx),tty,ctx);
+ if (in_j2c) j2c_tupleref(args[1], args[2], ctx, expr);
+ return value;
}
if (idx==0 || (!isseqt && idx > tlen)) {
builder.CreateCall2(prepare_call(jlthrow_line_func),
tbaa_decorate(tbaa_const, builder.CreateLoad(prepare_global(jlboundserr_var))),
ConstantInt::get(T_int32, ctx->lineno));
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_tupleref");
return V_null;
}
}
@@ -1618,12 +1707,14 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
emit_unboxed(args[2], ctx), ity);
emit_bounds_check(idx, tlen, ctx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_tupleref");
return emit_tupleref(arg1,idx,tty,ctx);
}
}
else if (f->fptr == &jl_f_tuple) {
if (nargs == 0) {
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_tuple");
return literal_pointer_val((jl_value_t*)jl_null);
}
size_t i;
@@ -1632,8 +1723,9 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
if (!(jl_isbits(it) && jl_is_leaf_type(it)))
break;
}
+ rt1 = expr_type(expr, ctx);
if (i >= nargs && ctx->linfo->specTypes) {
- rt1 = expr_type(expr, ctx);
+// rt1 = expr_type(expr, ctx);
if (jl_is_tuple(rt1) && nargs == jl_tuple_len(rt1)) {
for(i=0; i < nargs; i++) {
// paranoia: make sure the inferred tuple type matches what
@@ -1642,6 +1734,9 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
break;
}
if (i >= nargs) {
+ // In case the left side is a temporary made by us, and its type has not be created before
+ if (in_j2c) create_c_type(rt1);
+
Type *ty = julia_type_to_llvm(rt1);
Value *tpl = NULL;
if (ty != T_void)
@@ -1659,6 +1754,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
tpl = emit_tupleset(tpl,ConstantInt::get(T_size,i+1),elt,rt1,ctx);
}
JL_GC_POP();
+ if(in_j2c) j2c_tuple(expr, nargs, ctx, rt1);
if (ty->isEmptyTy())
return mark_julia_type(tpl, rt1);
return tpl;
@@ -1724,6 +1820,8 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
}
ctx->argDepth = last_depth;
JL_GC_POP();
+ if(in_j2c) j2c_tuple(expr, nargs, ctx, rt1);
+// J2C_UNIMPL("emit known call");
return tup;
}
else if (f->fptr == &jl_f_throw && nargs==1) {
@@ -1731,6 +1829,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
JL_GC_POP();
builder.CreateCall2(prepare_call(jlthrow_line_func), arg1,
ConstantInt::get(T_int32, ctx->lineno));
+ if (in_j2c) j2c_throw(ctx, expr);
return V_null;
}
else if (f->fptr == &jl_f_arraylen && nargs==1) {
@@ -1739,7 +1838,9 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
// todo: also allow e.g. Union of several array types
Value *arg1 = emit_expr(args[1], ctx);
JL_GC_POP();
- return emit_arraylen(arg1, args[1], ctx);
+ Value *val = emit_arraylen(arg1, args[1], ctx);
+ if (in_j2c) j2c_arraylen(args[1], ctx, expr);
+ return val;
}
}
else if (f->fptr == &jl_f_arraysize && nargs==2) {
@@ -1754,10 +1855,13 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
uint32_t idx = (uint32_t)jl_unbox_long(args[2]);
if (idx > 0 && idx <= ndims) {
JL_GC_POP();
- return emit_arraysize(ary, args[1], idx, ctx);
+ Value *val = emit_arraysize(ary, args[1], idx, ctx);
+ if (in_j2c) j2c_arraysize(args[1], idx, ctx, expr);
+ return val;
}
else if (idx > ndims) {
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_arraysize idx > ndims");
return ConstantInt::get(T_size, 1);
}
}
@@ -1786,12 +1890,13 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
result->addIncoming(v_one, outBB);
result->addIncoming(v_sz, inBB);
JL_GC_POP();
+ J2C_UNIMPL("emit known call");
return result;
}
}
}
}
- else if (f->fptr == &jl_f_arrayref && nargs>=2) {
+ else if ((f->fptr == &jl_f_arrayref || f->fptr == &jl_f_unsafe_arrayref) && nargs>=2) {
jl_value_t *aty = expr_type(args[1], ctx); rt1 = aty;
bool indexes_ok = true;
for (size_t i=2; i <= nargs; i++) {
@@ -1814,14 +1919,17 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
((jl_datatype_t*)ety)->size == 0) {
jl_new_struct_uninit((jl_datatype_t*)ety);
assert(jl_is_datatype(ety));
+ J2C_UNIMPL("emit known call: jl_f_arrayref size 0");
return literal_pointer_val(((jl_datatype_t*)ety)->instance);
}
- return typed_load(emit_arrayptr(ary, args[1], ctx), idx, ety, ctx);
+ Value * val = typed_load(emit_arrayptr(ary, args[1], ctx), idx, ety, ctx);
+ if (in_j2c) j2c_arrayref(args[1], nd, &args[2], nargs-1, ctx, expr, f->fptr == &jl_f_unsafe_arrayref);
+ return val;
}
}
}
}
- else if (f->fptr == &jl_f_arrayset && nargs>=3) {
+ else if ((f->fptr == &jl_f_arrayset || f->fptr == &jl_f_unsafe_arrayset) && nargs>=3) {
jl_value_t *aty = expr_type(args[1], ctx); rt1 = aty;
jl_value_t *vty = expr_type(args[2], ctx); rt2 = vty;
bool indexes_ok = true;
@@ -1852,6 +1960,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
ety, ctx);
}
JL_GC_POP();
+ if (in_j2c) j2c_arrayset(args[1], args[2], nd, &args[3], nargs-2, ctx, expr, f->fptr == &jl_f_unsafe_arrayset);
return ary;
}
}
@@ -1860,7 +1969,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
else if (f->fptr == &jl_f_get_field && nargs==2) {
if (jl_is_quotenode(args[2]) && jl_is_symbol(jl_fieldref(args[2],0))) {
Value *fld = emit_getfield(args[1],
- (jl_sym_t*)jl_fieldref(args[2],0), ctx);
+ (jl_sym_t*)jl_fieldref(args[2],0), ctx, expr);
JL_GC_POP();
return fld;
}
@@ -1875,8 +1984,9 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
if (idx < nfields) {
Value *fld = emit_getfield(args[1],
(jl_sym_t*)jl_tupleref(stt->names, idx),
- ctx);
+ ctx, expr);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_getfield 2");
return fld;
}
}
@@ -1896,6 +2006,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
builder.CreateAdd(idx,ConstantInt::get(T_size,1)))));
null_pointer_check(fld, ctx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_getfield 3");
return fld;
}
else if (is_tupletype_homogeneous(stt->types)) {
@@ -1904,12 +2015,14 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
idx = emit_bounds_check(idx, ConstantInt::get(T_size, nfields), ctx);
Value *ptr = data_pointer(strct);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_getfield");
return typed_load(ptr, idx, jt, ctx);
}
else {
idx = builder.CreateSub(idx, ConstantInt::get(T_size, 1));
Value *fld = builder.CreateCall2(prepare_call(jlgetnthfieldchecked_func), strct, idx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_getfield 4");
return fld;
}
}
@@ -1931,6 +2044,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
Intrinsic::stackrestore),
stacksave);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_getfield 5");
return fld;
}
}
@@ -1957,6 +2071,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
rhs = emit_unboxed(args[3], ctx);
emit_setfield(sty, strct, idx, rhs, ctx);
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_set_field");
return rhs;
}
}
@@ -1976,6 +2091,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
jl_tuple_len(ctx->sp)/2);
if (jl_is_leaf_type(ty)) {
JL_GC_POP();
+ J2C_UNIMPL("emit known call: jl_f_instantiate_type");
return literal_pointer_val(ty);
}
}
@@ -1986,7 +2102,7 @@ static Value *emit_known_call(jl_value_t *ff, jl_value_t **args, size_t nargs,
}
static Value *emit_jlcall(Value *theFptr, Value *theF, jl_value_t **args,
- size_t nargs, jl_codectx_t *ctx)
+ size_t nargs, jl_codectx_t *ctx, jl_value_t *expr)
{
// emit arguments
int argStart = ctx->argDepth;
@@ -2008,9 +2124,14 @@ static Value *emit_jlcall(Value *theFptr, Value *theF, jl_value_t **args,
Value *result = builder.CreateCall3(prepare_call(theFptr), theF, myargs,
ConstantInt::get(T_int32,nargs));
ctx->argDepth = argStart;
+
+ if (in_j2c) j2c_jlcall(ctx, expr);
+
return result;
}
+extern char * c_identifier(jl_sym_t *s);
+
static Value *emit_call(jl_value_t **args, size_t arglen, jl_codectx_t *ctx,
jl_value_t *expr)
{
@@ -2032,7 +2153,7 @@ static Value *emit_call(jl_value_t **args, size_t arglen, jl_codectx_t *ctx,
hdtype = expr_type(a0, ctx);
if (theFptr == NULL) {
specialized = false;
- Value *theFunc = emit_expr(args[0], ctx);
+ Value *theFunc = emit_expr(a0, ctx);
if (theFunc->getType() != jl_pvalue_llvmt || jl_is_tuple(hdtype)) {
// we know it's not a function
emit_type_error(theFunc, (jl_value_t*)jl_function_type, "apply", ctx);
@@ -2095,10 +2216,16 @@ static Value *emit_call(jl_value_t **args, size_t arglen, jl_codectx_t *ctx,
}
assert(idx == nfargs);
result = builder.CreateCall(prepare_call(cf), ArrayRef<Value*>(&argvals[0],nfargs));
- result = mark_julia_type(result, jl_ast_rettype(f->linfo, f->linfo->ast));
+ if (result->getType() == T_void) {
+ result = literal_pointer_val((jl_value_t*)jl_nothing);
+ }
+ else {
+ result = mark_julia_type(result, jl_ast_rettype(f->linfo, f->linfo->ast));
+ }
+ if (in_j2c) j2c_known_call(f, args, nargs, ctx, expr);
}
else {
- result = emit_jlcall(theFptr, theF, &args[1], nargs, ctx);
+ result = emit_jlcall(theFptr, theF, &args[1], nargs, ctx, expr);
}
ctx->argDepth = last_depth;
@@ -2146,7 +2273,7 @@ static Value *global_binding_pointer(jl_module_t *m, jl_sym_t *s,
}
// yields a jl_value_t** giving the binding location of a variable
-static Value *var_binding_pointer(jl_sym_t *s, jl_binding_t **pbnd,
+Value *var_binding_pointer(jl_sym_t *s, jl_binding_t **pbnd,
bool assign, jl_codectx_t *ctx)
{
if (jl_is_symbolnode(s))
@@ -2263,8 +2390,20 @@ static Value *emit_var(jl_sym_t *sym, jl_value_t *ty, jl_codectx_t *ctx, bool is
return emit_checked_var(bp, sym, ctx);
}
-static void emit_assignment(jl_value_t *l, jl_value_t *r, jl_codectx_t *ctx)
-{
+static void emit_assignment(jl_value_t *l, jl_value_t *r, jl_codectx_t *ctx, jl_value_t *ast_node)
+{
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ if (in_j2c) {
+ static int count=0;
+ count++;
+ JL_PRINTF(JL_STDOUT, "### emit assignment %d:\n", count);
+ jl_static_show(JL_STDOUT, ast_node);
+ JL_PRINTF(JL_STDOUT, "\n");
+ }
+ }
+#endif
+
jl_sym_t *s = NULL;
if (jl_is_symbol(l))
s = (jl_sym_t*)l;
@@ -2287,7 +2426,7 @@ static void emit_assignment(jl_value_t *l, jl_value_t *r, jl_codectx_t *ctx)
if ((jl_is_symbol(r) || jl_is_symbolnode(r)) && rt == jl_bottom_type) {
// sometimes x = y::None occurs
if (builder.GetInsertBlock()->getTerminator() != NULL)
- return;
+ goto end_emit_assignment;
}
if (bp != NULL) {
Type *vt = bp->getType();
@@ -2328,6 +2467,9 @@ static void emit_assignment(jl_value_t *l, jl_value_t *r, jl_codectx_t *ctx)
vi.SAvalue = rval;
}
}
+
+end_emit_assignment:
+ if (in_j2c) j2c_assignment(l, r, ctx, ast_node);
}
// --- convert expression to code ---
@@ -2352,6 +2494,11 @@ static Value *emit_condition(jl_value_t *cond, const std::string &msg, jl_codect
static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool isboxed,
bool valuepos)
{
+#ifdef J2C_VERBOSE
+ static int count=0;
+ print_in_out pio("**** emit expr ", count, expr);
+#endif
+
if (jl_is_symbol(expr)) {
if (!valuepos) return NULL;
return emit_var((jl_sym_t*)expr, (jl_value_t*)jl_undef_type, ctx, isboxed);
@@ -2369,11 +2516,13 @@ static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool isboxed,
}
ctx->f->getBasicBlockList().push_back(bb);
builder.SetInsertPoint(bb);
+ if (in_j2c) j2c_labelnode(expr, ctx);
return NULL;
}
else if (jl_is_linenode(expr)) {
if (valuepos)
jl_error("Linenode in value position");
+ if (in_j2c) j2c_linenode(expr, ctx);
return NULL;
}
else if (jl_is_quotenode(expr)) {
@@ -2396,11 +2545,12 @@ static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool isboxed,
"br", ctx->f);
builder.SetInsertPoint(after);
}
+ if (in_j2c) j2c_goto(expr, ctx);
return NULL;
}
else if (jl_is_getfieldnode(expr)) {
return emit_getfield(jl_fieldref(expr,0),
- (jl_sym_t*)jl_fieldref(expr,1), ctx);
+ (jl_sym_t*)jl_fieldref(expr,1), ctx, expr);
}
else if (jl_is_topnode(expr)) {
jl_sym_t *var = (jl_sym_t*)jl_fieldref(expr,0);
@@ -2479,14 +2629,16 @@ static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool isboxed,
builder.CreateCondBr(isfalse, ifnot, ifso);
}
builder.SetInsertPoint(ifso);
+
+ if (in_j2c) j2c_gotoifnot(cond, labelname, ctx, expr);
}
- else if (head == call_sym || head == call1_sym) {
+ else if (head == call_sym || head == call1_sym) {
return emit_call(args, jl_array_dim0(ex->args), ctx, (jl_value_t*)ex);
}
else if (head == assign_sym) {
- emit_assignment(args[0], args[1], ctx);
+ emit_assignment(args[0], args[1], ctx, (jl_value_t*)ex);
if (valuepos) {
return literal_pointer_val((jl_value_t*)jl_nothing);
}
@@ -2595,8 +2747,10 @@ static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool isboxed,
CreateInsertValue(strct, fval, ArrayRef<unsigned>(&idx,1));
idx++;
}
+ if (in_j2c) j2c_new_sym(ty, na, args, ctx, expr);
return mark_julia_type(strct,ty);
}
+ J2C_UNIMPL("new_sym");
Value *f1 = NULL;
size_t j = 0;
int fieldStart = ctx->argDepth;
@@ -2650,12 +2804,14 @@ static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool isboxed,
return strct;
}
else {
+ J2C_UNIMPL("new_sym");
// 0 fields, singleton
return literal_pointer_val(jl_new_struct_uninit((jl_datatype_t*)ty));
}
}
+ J2C_UNIMPL("new_sym");
Value *typ = emit_expr(args[0], ctx);
- return emit_jlcall(jlnew_func, typ, &args[1], nargs-1, ctx);
+ return emit_jlcall(jlnew_func, typ, &args[1], nargs-1, ctx, expr);
}
else if (head == exc_sym) {
return builder.CreateLoad(prepare_global(jlexc_var), true);
@@ -2747,7 +2903,7 @@ static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool isboxed,
return valuepos ? literal_pointer_val(jl_nothing) : NULL;
}
// some expression types are metadata and can be ignored
- if (valuepos || !(head == line_sym || head == type_goto_sym)) {
+ if (valuepos && !(head == line_sym || head == type_goto_sym)) {
if (head == abstracttype_sym || head == compositetype_sym ||
head == bitstype_sym) {
jl_errorf("type definition not allowed inside a local scope");
@@ -2760,6 +2916,10 @@ static Value *emit_expr(jl_value_t *expr, jl_codectx_t *ctx, bool isboxed,
head->name, ctx->linfo->name->name);
}
}
+
+ if (in_j2c) {
+ if (head == line_sym) j2c_linesym(expr, ctx);
+ }
}
return NULL;
}
@@ -3013,6 +3173,8 @@ static Function *gen_jlcall_wrapper(jl_lambda_info_t *lam, jl_expr_t *ast, Funct
return w;
}
+bool should_j2c(const char* func_name);
+
// cstyle = compile with c-callable signature, not jlcall
static Function *emit_function(jl_lambda_info_t *lam, bool cstyle)
{
@@ -3042,7 +3204,27 @@ static Function *emit_function(jl_lambda_info_t *lam, bool cstyle)
ctx.vaName = NULL;
ctx.vaStack = false;
ctx.boundsCheck.push_back(true);
-
+
+ // Prepare for Julia to C conversion.
+ bool prev_in_j2c = in_j2c;
+ bool should_j2c_cur_func = J2C_FLAG_J2C(lam->j2cflag) || should_j2c(ctx.funcName.c_str());
+ in_j2c = should_j2c_cur_func;
+ bool j2c_root_func = !in_j2c_overall && in_j2c; // first time we turn on j2c
+ if (j2c_root_func) {
+ in_j2c_overall = true;
+ }
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ if (should_j2c_cur_func)
+ {
+ JL_PRINTF(JL_STDOUT, "******* emitfunc %s****\n", ctx.funcName.c_str());
+ jl_static_show(JL_STDOUT, (jl_value_t*)ast);
+ JL_PRINTF(JL_STDOUT, "\n");
+ }
+ }
+#endif
+
// step 2. process var-info lists to see what vars are captured, need boxing
jl_array_t *largs = jl_lam_args(ast);
size_t largslen = jl_array_dim0(largs);
@@ -3575,6 +3757,40 @@ static Function *emit_function(jl_lambda_info_t *lam, bool cstyle)
}
}
+ ast_node_result_t* prev_func_result = cur_func_result;
+ if (should_j2c_cur_func) {
+ cur_func_result = get_ast_node_result((jl_value_t *)ast, &ctx);
+ cur_func_result->is_root_func = j2c_root_func;
+ j2c_create_type_table(lam, ast);
+ j2c_create_func_signature(lam, ast, &ctx);
+ functions.push_back(cur_func_result);
+
+ std::set<std::string> private_vars;
+
+ jl_array_t *vinfos = jl_lam_vinfo(ast);
+ size_t vinfoslen = jl_array_dim0(vinfos);
+
+ if(private_vars.size()) {
+ std::set<std::string>::iterator iter = private_vars.begin();
+
+ std::stringstream ss;
+ ss << "private(" << *iter;
+
+ for(++iter;
+ iter != private_vars.end();
+ ++iter) {
+ ss << "," << *iter;
+ }
+
+ ss << ")";
+
+ cur_func_result->private_vars = ss.str();
+ } else {
+ cur_func_result->private_vars = "";
+ }
+ //printf("private_vars = %s, cur_func_result = %p\n", cur_func_result->private_vars.c_str(), cur_func_result);
+ }
+
// step 15. compile body statements
bool prevlabel = false;
for(i=0; i < stmtslen; i++) {
@@ -3596,7 +3812,14 @@ static Function *emit_function(jl_lambda_info_t *lam, bool cstyle)
ctx.lineno = lno;
}
if (jl_is_labelnode(stmt)) {
- if (prevlabel) continue;
+ if (prevlabel) {
+ if (should_j2c_cur_func) {
+ ast_node_result_t *stmt_result = get_ast_node_result(stmt, &ctx);
+ CONNECT_PARENT_CHILD(cur_func_result, stmt_result);
+ j2c_labelnode(stmt, &ctx);
+ }
+ continue;
+ }
prevlabel = true;
}
else {
@@ -3633,10 +3856,33 @@ static Function *emit_function(jl_lambda_info_t *lam, bool cstyle)
BasicBlock::Create(getGlobalContext(), "ret", ctx.f);
builder.SetInsertPoint(bb);
}
+ if (should_j2c_cur_func) j2c_return(stmt, &ctx, j2c_root_func);
}
else {
(void)emit_expr(stmt, &ctx, false, false);
}
+
+ if (should_j2c_cur_func) {
+ ast_node_result_t *stmt_result = get_ast_node_result(stmt, &ctx);
+ CONNECT_PARENT_CHILD(cur_func_result, stmt_result);
+
+ // Due to min temps, some nodes like calls do not have assignment as its result
+ if (jl_is_expr(stmt) && stmt_result->epilog == NULL) {
+ if (((jl_expr_t*)stmt)->head == call_sym || ((jl_expr_t*)stmt)->head == call1_sym) {
+ NEW_C_CODE_3(stmt_result->epilog, "%s\n;", result_variable_string(stmt_result));
+ }
+ }
+
+#if 0
+ JL_PRINTF(JL_STDOUT, "======== statement ============\n");
+ jl_static_show(JL_STDOUT, stmt);
+ JL_PRINTF(JL_STDOUT, "\n\n");
+ FILE* fs = fopen("temporary1", "a");
+ fprintf(fs, "\n$$$$$ statement reuslt:\n");
+ dump_ast_node(stmt_result, fs, NULL);
+ fclose(fs);
+#endif
+ }
}
// sometimes we have dangling labels after the end
if (builder.GetInsertBlock()->getTerminator() == NULL) {
@@ -3658,6 +3904,17 @@ static Function *emit_function(jl_lambda_info_t *lam, bool cstyle)
if (debug_enabled)
ctx.dbuilder->finalize();
+ if (should_j2c_cur_func) {
+ j2c_declare_local_and_tmp_vars(ast, lam, &ctx);
+ }
+
+ cur_func_result = prev_func_result;
+ in_j2c = prev_in_j2c;
+ if (j2c_root_func) {
+ in_j2c_overall = false;
+ j2c_dump_all_funcs();
+ }
+
JL_GC_POP();
return f;
}
@@ -4178,6 +4435,55 @@ static void init_julia_llvm_env(Module *m)
FPM->doInitialization();
}
+// The user experience of PSE should be: user fills in a form in GUI, which stores as a configuration file;
+// then the file is read and the parameters are retrieved.
+
+// Remember all the key function names in the configuration.
+void Tokenize(const std::string& str, std::vector<std::string>& tokens, const std::string& delimiters) {
+ // Skip delimiters at beginning.
+ std::string::size_type lastPos = str.find_first_not_of(delimiters, 0);
+ // Find first "non-delimiter".
+ std::string::size_type pos = str.find_first_of(delimiters, lastPos);
+
+ while (std::string::npos != pos || std::string::npos != lastPos) {
+ // Found a token, add it to the vector.
+ tokens.push_back(str.substr(lastPos, pos - lastPos));
+ // Skip delimiters. Note the "not_of"
+ lastPos = str.find_first_not_of(delimiters, pos);
+ // Find next "non-delimiter"
+ pos = str.find_first_of(delimiters, lastPos);
+ }
+}
+
+static void jl_init_j2c()
+{
+ char path[300], *home;
+ home = getenv("JULIA_ROOT");
+}
+
+char *no_j2c_funcs[] = {
+ "promote_shape", "broadcast!", "broadcast!_function", "ht_keyindex", "gen_broadcast_body", "getindex",
+ "display_error", "broadcast_shape", "fill!", "print_to_string", "ht_keyindex2", "rehash", "resize!",
+ "Dict", "_setindex!", "gen_broadcast_function",
+ NULL
+};
+
+bool should_j2c(const char* func_name)
+{
+ // If we are in j2c overall, then unless this function is specially handled, we should
+ // just translate it.
+ if (in_j2c_overall) {
+ for (size_t i = 0; no_j2c_funcs[i] != NULL; i++) {
+ if (strcmp(no_j2c_funcs[i], func_name) == 0) {
+ return false;
+ }
+ }
+ }
+
+ return in_j2c_overall;
+}
+
+
extern "C" void jl_init_codegen(void)
{
#ifdef DEBUG
@@ -4327,6 +4633,9 @@ extern "C" void jl_init_codegen(void)
(void*)&restore_arg_area_loc);
typeToTypeId = jl_alloc_cell_1d(16);
+ jl_gc_preserve((jl_value_t*)typeToTypeId);
+
+ jl_init_j2c();
}
/*
diff --git a/src/dump.c b/src/dump.c
index f3f1d19571727..c229eb748ff10 100644
--- a/src/dump.c
+++ b/src/dump.c
@@ -520,6 +520,7 @@ static void jl_serialize_value_(ios_t *s, jl_value_t *v)
jl_serialize_value(s, (jl_value_t*)li->name);
jl_serialize_value(s, (jl_value_t*)li->specTypes);
jl_serialize_value(s, (jl_value_t*)li->specializations);
+ write_int32(s, li->j2cflag);
write_int8(s, li->inferred);
jl_serialize_value(s, (jl_value_t*)li->file);
write_int32(s, li->line);
@@ -817,6 +818,7 @@ static jl_value_t *jl_deserialize_value_internal(ios_t *s)
li->name = (jl_sym_t*)jl_deserialize_value(s);
li->specTypes = (jl_tuple_t*)jl_deserialize_value(s);
li->specializations = (jl_array_t*)jl_deserialize_value(s);
+ li->j2cflag = read_int32(s);
li->inferred = read_int8(s);
li->file = (jl_sym_t*)jl_deserialize_value(s);
li->line = read_int32(s);
@@ -1234,6 +1236,7 @@ void jl_init_serializer(void)
jl_symbol("getfield"), jl_symbol("setfield!"),
jl_symbol("tupleref"), jl_symbol("tuplelen"),
jl_symbol("apply_type"), tuple_sym,
+ jl_symbol("unsafe_arrayset"), jl_symbol("unsafe_arrayref"),
jl_box_int32(0), jl_box_int32(1), jl_box_int32(2),
jl_box_int32(3), jl_box_int32(4), jl_box_int32(5),
@@ -1336,7 +1339,8 @@ void jl_init_serializer(void)
jl_f_invoke, jl_apply_generic,
jl_unprotect_stack, jl_f_task,
jl_f_yieldto, jl_f_ctor_trampoline,
- jl_f_new_module,
+ jl_f_new_module, jl_f_unsafe_arrayref,
+ jl_f_unsafe_arrayset,
NULL };
i=2;
while (fptrs[i-2] != NULL) {
diff --git a/src/gf.c b/src/gf.c
index 1481120e2bd56..edcb1b62e95ba 100644
--- a/src/gf.c
+++ b/src/gf.c
@@ -300,6 +300,7 @@ jl_lambda_info_t *jl_add_static_parameters(jl_lambda_info_t *l, jl_tuple_t *sp)
nli->file = l->file;
nli->line = l->line;
nli->def = l->def;
+ nli->j2cflag = l->j2cflag;
JL_GC_POP();
return nli;
}
diff --git a/src/intrinsics.cpp b/src/intrinsics.cpp
index a13a996a69cc7..3bdc5c994f409 100644
--- a/src/intrinsics.cpp
+++ b/src/intrinsics.cpp
@@ -766,20 +766,21 @@ static Value *emit_smod(Value *x, Value *den, jl_codectx_t *ctx)
case intr: if (nargs!=n) jl_error(#intr": wrong number of arguments");
static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
- jl_codectx_t *ctx)
+ jl_codectx_t *ctx, jl_value_t* ast_node)
{
switch (f) {
- case ccall: return emit_ccall(args, nargs, ctx);
+ case ccall: return emit_ccall(args, nargs, ctx, ast_node);
case cglobal: return emit_cglobal(args, nargs, ctx);
- HANDLE(box,2) return generic_box(args[1], args[2], ctx);
- HANDLE(unbox,2) return generic_unbox(args[1], args[2], ctx);
- HANDLE(trunc_int,2) return generic_trunc(args[1], args[2], ctx);
- HANDLE(sext_int,2) return generic_sext(args[1], args[2], ctx);
- HANDLE(zext_int,2) return generic_zext(args[1], args[2], ctx);
- HANDLE(pointerref,2) return emit_pointerref(args[1], args[2], ctx);
- HANDLE(pointerset,3) return emit_pointerset(args[1], args[2], args[3], ctx);
+ HANDLE(box,2) { Value* val = generic_box(args[1], args[2], ctx); if (in_j2c) j2c_box_unbox(ast_node, args[1], args[2], ctx); return val; }
+ HANDLE(unbox,2) { Value* val = generic_unbox(args[1], args[2], ctx); if (in_j2c) j2c_box_unbox(ast_node, args[1], args[2], ctx); return val; }
+ HANDLE(trunc_int,2) J2C_UNIMPL_INTRINSIC(f); return generic_trunc(args[1], args[2], ctx);
+ HANDLE(sext_int,2) J2C_UNIMPL_INTRINSIC(f); return generic_sext(args[1], args[2], ctx);
+ HANDLE(zext_int,2) J2C_UNIMPL_INTRINSIC(f); return generic_zext(args[1], args[2], ctx);
+ HANDLE(pointerref,2) J2C_UNIMPL_INTRINSIC(f); return emit_pointerref(args[1], args[2], ctx);
+ HANDLE(pointerset,3) J2C_UNIMPL_INTRINSIC(f); return emit_pointerset(args[1], args[2], args[3], ctx);
HANDLE(pointertoref,1) {
+ J2C_UNIMPL_INTRINSIC(f);
Value *p = auto_unbox(args[1], ctx);
if (p->getType()->isIntegerTy()) {
return builder.CreateIntToPtr(p, jl_pvalue_llvmt);
@@ -787,17 +788,19 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
return builder.CreateBitCast(p, jl_pvalue_llvmt);
}
HANDLE(checked_fptosi,2) {
+ J2C_UNIMPL_INTRINSIC(f);
Value *x = FP(auto_unbox(args[2], ctx));
return emit_checked_fptosi(args[1], x, ctx);
}
HANDLE(checked_fptoui,2) {
+ J2C_UNIMPL_INTRINSIC(f);
Value *x = FP(auto_unbox(args[2], ctx));
return emit_checked_fptoui(args[1], x, ctx);
}
- HANDLE(uitofp,2) return builder.CreateUIToFP(JL_INT(auto_unbox(args[2],ctx)), FTnbits(try_to_determine_bitstype_nbits(args[1],ctx)));
- HANDLE(sitofp,2) return builder.CreateSIToFP(JL_INT(auto_unbox(args[2],ctx)), FTnbits(try_to_determine_bitstype_nbits(args[1],ctx)));
- HANDLE(fptrunc,2) return builder.CreateFPTrunc(FP(auto_unbox(args[2],ctx)), FTnbits(try_to_determine_bitstype_nbits(args[1],ctx)));
- HANDLE(fpext,2) {
+ HANDLE(uitofp,2) J2C_UNIMPL_INTRINSIC(f); return builder.CreateUIToFP(JL_INT(auto_unbox(args[2],ctx)), FTnbits(try_to_determine_bitstype_nbits(args[1],ctx)));
+ HANDLE(sitofp,2) { Value *val = builder.CreateSIToFP(JL_INT(auto_unbox(args[2],ctx)), FTnbits(try_to_determine_bitstype_nbits(args[1],ctx))); if (in_j2c) j2c_sitofp(ast_node, args[1], args[2], ctx, TC_INT); return val; }
+ HANDLE(fptrunc,2) {Value *val = builder.CreateFPTrunc(FP(auto_unbox(args[2],ctx)), FTnbits(try_to_determine_bitstype_nbits(args[1],ctx))); if (in_j2c) j2c_fptrunc(ast_node, args[1], args[2], ctx, TC_FP); return val; }
+ HANDLE(fpext,2) {
// when extending a float32 to a float64, we need to force
// rounding to single precision first. the reason is that it's
// fine to keep working in extended precision as long as it's
@@ -806,8 +809,10 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
// rounding first instead of carrying around incorrect low bits.
Value *x = auto_unbox(args[2],ctx);
builder.CreateStore(FP(x), builder.CreateBitCast(prepare_global(jlfloattemp_var),FT(x->getType())->getPointerTo()), true);
- return builder.CreateFPExt(builder.CreateLoad(builder.CreateBitCast(prepare_global(jlfloattemp_var),FT(x->getType())->getPointerTo()), true),
+ Value * val = builder.CreateFPExt(builder.CreateLoad(builder.CreateBitCast(jlfloattemp_var,FT(x->getType())->getPointerTo()), true),
FTnbits(try_to_determine_bitstype_nbits(args[1],ctx)));
+ if (in_j2c) j2c_fpext(ast_node, args[1], args[2], ctx, TC_FP);
+ return val;
}
HANDLE(select_value,3) {
Value *isfalse = emit_condition(args[1], "select_value", ctx);
@@ -838,6 +843,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
boxed(emit_expr(args[2],ctx,false), ctx, expr_type(args[2],ctx)));
}
ctx->argDepth = argStart;
+ if (in_j2c) j2c_select_value(ast_node, args[1], args[2], args[3], ctx);
return ifelse_result;
}
default: ;
@@ -857,11 +863,12 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
Value *den;
Value *typemin;
switch (f) {
- HANDLE(neg_int,1) return builder.CreateSub(ConstantInt::get(t, 0), JL_INT(x));
- HANDLE(add_int,2) return builder.CreateAdd(JL_INT(x), JL_INT(y));
- HANDLE(sub_int,2) return builder.CreateSub(JL_INT(x), JL_INT(y));
- HANDLE(mul_int,2) return builder.CreateMul(JL_INT(x), JL_INT(y));
- HANDLE(sdiv_int,2)
+ HANDLE(neg_int,1) { Value *val = builder.CreateSub(ConstantInt::get(t, 0), JL_INT(x)); if (in_j2c) j2c_unary_scalar_op(ast_node, "-", args[1], ctx, TC_INT); return val; }
+ HANDLE(add_int,2) { Value *val = builder.CreateAdd(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "+", args[2], ctx, TC_INT); return val; }
+ HANDLE(sub_int,2) { Value *val = builder.CreateSub(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "-", args[2], ctx, TC_INT); return val; }
+ HANDLE(mul_int,2) { Value *val = builder.CreateMul(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "*", args[2], ctx, TC_INT); return val; }
+ HANDLE(sdiv_int,2)
+ J2C_UNIMPL_INTRINSIC(f);
den = JL_INT(y);
t = den->getType();
x = JL_INT(x);
@@ -880,6 +887,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
return builder.CreateSDiv(x, den);
HANDLE(udiv_int,2)
+ J2C_UNIMPL_INTRINSIC(f);
den = JL_INT(y);
t = den->getType();
raise_exception_unless(builder.CreateICmpNE(den, ConstantInt::get(t,0)),
@@ -887,9 +895,11 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
return builder.CreateUDiv(JL_INT(x), den);
HANDLE(srem_int,2)
+ J2C_UNIMPL_INTRINSIC(f);
return emit_srem(JL_INT(x), JL_INT(y), ctx);
HANDLE(urem_int,2)
+ J2C_UNIMPL_INTRINSIC(f);
den = JL_INT(y);
t = den->getType();
raise_exception_unless(builder.CreateICmpNE(den, ConstantInt::get(t,0)),
@@ -897,14 +907,15 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
return builder.CreateURem(JL_INT(x), den);
HANDLE(smod_int,2)
+ J2C_UNIMPL_INTRINSIC(f);
return emit_smod(JL_INT(x), JL_INT(y), ctx);
- HANDLE(neg_float,1) return builder.CreateFMul(ConstantFP::get(FT(t), -1.0), FP(x));
- HANDLE(add_float,2) return builder.CreateFAdd(FP(x), FP(y));
- HANDLE(sub_float,2) return builder.CreateFSub(FP(x), FP(y));
- HANDLE(mul_float,2) return builder.CreateFMul(FP(x), FP(y));
- HANDLE(div_float,2) return builder.CreateFDiv(FP(x), FP(y));
- HANDLE(rem_float,2) return builder.CreateFRem(FP(x), FP(y));
+ HANDLE(neg_float,1) { Value *val = builder.CreateFMul(ConstantFP::get(FT(t), -1.0), FP(x)); if (in_j2c) j2c_unary_scalar_op(ast_node, "-", args[1], ctx, TC_FP); return val; }
+ HANDLE(add_float,2) { Value *val = builder.CreateFAdd(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "+", args[2], ctx, TC_FP); return val; }
+ HANDLE(sub_float,2) { Value *val = builder.CreateFSub(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "-", args[2], ctx, TC_FP); return val; }
+ HANDLE(mul_float,2) { Value *val = builder.CreateFMul(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "*", args[2], ctx, TC_FP); return val; }
+ HANDLE(div_float,2) { Value *val = builder.CreateFDiv(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "/", args[2], ctx, TC_FP); return val; }
+ HANDLE(rem_float,2) { Value *val = builder.CreateFRem(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "%", args[2], ctx, TC_FP); return val; }
HANDLE(checked_sadd,2)
HANDLE(checked_uadd,2)
@@ -931,24 +942,35 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
ix, iy);
Value *obit = builder.CreateExtractValue(res, ArrayRef<unsigned>(1));
raise_exception_if(obit, prepare_global(jlovferr_var), ctx);
- return builder.CreateExtractValue(res, ArrayRef<unsigned>(0));
+ Value *val = builder.CreateExtractValue(res, ArrayRef<unsigned>(0));
+ if (in_j2c) {
+ const char * intrinsic_name = (f==checked_sadd) ? "checked_sadd" :
+ (f==checked_uadd) ? "checked_uadd" :
+ (f==checked_ssub) ? "checked_ssub" :
+ (f==checked_usub) ? "checked_usub" :
+ (f==checked_smul) ? "checked_smul" : "checked_umul";
+ j2c_checked_add_sub_mul(intrinsic_name, ast_node, args[1], args[2], ctx);
+ }
+ return val;
}
- HANDLE(eq_int,2) return builder.CreateICmpEQ(JL_INT(x), JL_INT(y));
- HANDLE(ne_int,2) return builder.CreateICmpNE(JL_INT(x), JL_INT(y));
- HANDLE(slt_int,2) return builder.CreateICmpSLT(JL_INT(x), JL_INT(y));
- HANDLE(ult_int,2) return builder.CreateICmpULT(JL_INT(x), JL_INT(y));
- HANDLE(sle_int,2) return builder.CreateICmpSLE(JL_INT(x), JL_INT(y));
- HANDLE(ule_int,2) return builder.CreateICmpULE(JL_INT(x), JL_INT(y));
-
- HANDLE(eq_float,2) return builder.CreateFCmpOEQ(FP(x), FP(y));
- HANDLE(ne_float,2) return builder.CreateFCmpUNE(FP(x), FP(y));
- HANDLE(lt_float,2) return builder.CreateFCmpOLT(FP(x), FP(y));
- HANDLE(le_float,2) return builder.CreateFCmpOLE(FP(x), FP(y));
-
- HANDLE(eqfsi64,2) return emit_eqfsi64(x, y);
- HANDLE(eqfui64,2) return emit_eqfui64(x, y);
+ // TODO: check if we need to generate different statements for signed and unsigned same op
+ HANDLE(eq_int,2) { Value *val = builder.CreateICmpEQ(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "==", args[2], ctx, TC_INT); return val; }
+ HANDLE(ne_int,2) { Value *val = builder.CreateICmpNE(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "!=", args[2], ctx, TC_INT); return val; }
+ HANDLE(slt_int,2) { Value *val = builder.CreateICmpSLT(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "<", args[2], ctx, TC_INT); return val; }
+ HANDLE(ult_int,2) { Value *val = builder.CreateICmpULT(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "<", args[2], ctx, TC_INT); return val; }
+ HANDLE(sle_int,2) { Value *val = builder.CreateICmpSLE(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "<=", args[2], ctx, TC_INT); return val; }
+ HANDLE(ule_int,2) { Value *val = builder.CreateICmpULE(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "<=", args[2], ctx, TC_INT); return val; }
+
+ HANDLE(eq_float,2) { Value *val = builder.CreateFCmpOEQ(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "==", args[2], ctx, TC_FP); return val; }
+ HANDLE(ne_float,2) { Value *val = builder.CreateFCmpUNE(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "==", args[2], ctx, TC_FP); return val; }
+ HANDLE(lt_float,2) { Value *val = builder.CreateFCmpOLT(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "<", args[2], ctx, TC_FP); return val; }
+ HANDLE(le_float,2) { Value *val = builder.CreateFCmpOLE(FP(x), FP(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "<=", args[2], ctx, TC_FP); return val; }
+
+ HANDLE(eqfsi64,2) J2C_UNIMPL_INTRINSIC(f); return emit_eqfsi64(x, y);
+ HANDLE(eqfui64,2) J2C_UNIMPL_INTRINSIC(f); return emit_eqfui64(x, y);
HANDLE(ltfsi64,2) {
+ J2C_UNIMPL_INTRINSIC(f);
x = FP(x);
fy = JL_INT(y);
Value *ffy = builder.CreateSIToFP(fy, T_float64);
@@ -965,6 +987,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
);
}
HANDLE(ltfui64,2) {
+ J2C_UNIMPL_INTRINSIC(f);
x = FP(x);
fy = JL_INT(y);
Value *ffy = builder.CreateUIToFP(fy, T_float64);
@@ -981,6 +1004,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
);
}
HANDLE(lefsi64,2) {
+ J2C_UNIMPL_INTRINSIC(f);
x = FP(x);
fy = JL_INT(y);
Value *ffy = builder.CreateSIToFP(fy, T_float64);
@@ -997,6 +1021,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
);
}
HANDLE(lefui64,2) {
+ J2C_UNIMPL_INTRINSIC(f);
x = FP(x);
fy = JL_INT(y);
Value *ffy = builder.CreateUIToFP(fy, T_float64);
@@ -1013,6 +1038,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
);
}
HANDLE(ltsif64,2) {
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
fy = FP(y);
Value *fx = builder.CreateSIToFP(x, T_float64);
@@ -1028,6 +1054,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
);
}
HANDLE(ltuif64,2) {
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
fy = FP(y);
Value *fx = builder.CreateUIToFP(x, T_float64);
@@ -1043,6 +1070,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
);
}
HANDLE(lesif64,2) {
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
fy = FP(y);
Value *fx = builder.CreateSIToFP(x, T_float64);
@@ -1058,6 +1086,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
);
}
HANDLE(leuif64,2) {
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
fy = FP(y);
Value *fx = builder.CreateUIToFP(x, T_float64);
@@ -1074,6 +1103,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
}
HANDLE(fpiseq,2) {
+ J2C_UNIMPL_INTRINSIC(f);
Value *xi = JL_INT(x);
Value *yi = JL_INT(y);
x = FP(x);
@@ -1084,6 +1114,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
}
HANDLE(fpislt,2) {
+ J2C_UNIMPL_INTRINSIC(f);
Value *xi = JL_INT(x);
Value *yi = JL_INT(y);
x = FP(x);
@@ -1109,11 +1140,12 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
);
}
- HANDLE(and_int,2) return builder.CreateAnd(JL_INT(x), JL_INT(y));
- HANDLE(or_int,2) return builder.CreateOr(JL_INT(x), JL_INT(y));
- HANDLE(xor_int,2) return builder.CreateXor(JL_INT(x), JL_INT(y));
- HANDLE(not_int,1) return builder.CreateXor(JL_INT(x), ConstantInt::get(t, -1, true));
+ HANDLE(and_int,2) { Value *val = builder.CreateAnd(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "&", args[2], ctx, TC_INT); return val; }
+ HANDLE(or_int,2) { Value *val = builder.CreateOr(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "|", args[2], ctx, TC_INT); return val; }
+ HANDLE(xor_int,2) { Value *val = builder.CreateXor(JL_INT(x), JL_INT(y)); if (in_j2c) j2c_binary_scalar_op(ast_node, args[1], "^", args[2], ctx, TC_INT); return val; }
+ HANDLE(not_int,1) { Value *val = builder.CreateXor(JL_INT(x), ConstantInt::get(t, -1, true)); if (in_j2c) j2c_unary_scalar_op(ast_node, "not_int", args[1], ctx, TC_INT); return val; }
HANDLE(shl_int,2)
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x); y = JL_INT(y);
return builder.
CreateSelect(builder.
@@ -1122,6 +1154,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
ConstantInt::get(x->getType(),0),
builder.CreateShl(x, uint_cnvt(t,y)));
HANDLE(lshr_int,2)
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x); y = JL_INT(y);
return builder.
CreateSelect(builder.
@@ -1130,6 +1163,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
ConstantInt::get(x->getType(),0),
builder.CreateLShr(x, uint_cnvt(t,y)));
HANDLE(ashr_int,2)
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x); y = JL_INT(y);
return builder.
CreateSelect(builder.
@@ -1139,28 +1173,33 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
x->getType()->getPrimitiveSizeInBits()-1)),
builder.CreateAShr(x, uint_cnvt(t,y)));
HANDLE(bswap_int,1)
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
return builder.CreateCall(
Intrinsic::getDeclaration(jl_Module, Intrinsic::bswap,
ArrayRef<Type*>(x->getType())), x);
HANDLE(ctpop_int,1)
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
return builder.CreateCall(
Intrinsic::getDeclaration(jl_Module, Intrinsic::ctpop,
ArrayRef<Type*>(x->getType())), x);
#if !defined(LLVM_VERSION_MAJOR) || (LLVM_VERSION_MAJOR == 3 && LLVM_VERSION_MINOR == 0)
HANDLE(ctlz_int,1)
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
return builder.CreateCall(
Intrinsic::getDeclaration(jl_Module, Intrinsic::ctlz,
ArrayRef<Type*>(x->getType())), x);
HANDLE(cttz_int,1)
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
return builder.CreateCall(
Intrinsic::getDeclaration(jl_Module, Intrinsic::cttz,
ArrayRef<Type*>(x->getType())), x);
#elif LLVM_VERSION_MAJOR==3 && LLVM_VERSION_MINOR >= 1
HANDLE(ctlz_int,1) {
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
Type *types[1] = {x->getType()};
return builder.CreateCall2(
@@ -1168,6 +1207,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
ArrayRef<Type*>(types)), x, ConstantInt::get(T_int1,0));
}
HANDLE(cttz_int,1) {
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
Type *types[1] = {x->getType()};
return builder.CreateCall2(
@@ -1175,24 +1215,27 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
}
#endif
- HANDLE(fptoui,1) return builder.CreateFPToUI(FP(x), JL_INTT(x->getType()));
- HANDLE(fptosi,1) return builder.CreateFPToSI(FP(x), JL_INTT(x->getType()));
+ HANDLE(fptoui,1) J2C_UNIMPL_INTRINSIC(f); return builder.CreateFPToUI(FP(x), JL_INTT(x->getType()));
+ HANDLE(fptosi,1) J2C_UNIMPL_INTRINSIC(f); return builder.CreateFPToSI(FP(x), JL_INTT(x->getType()));
HANDLE(fpsiround,1)
HANDLE(fpuiround,1)
{
+ J2C_UNIMPL_INTRINSIC(f);
return emit_iround(x, f == fpsiround, ctx);
}
- HANDLE(nan_dom_err,2) {
+ HANDLE(nan_dom_err,2) {
// nan_dom_err(f, x) throw DomainError if isnan(f)&&!isnan(x)
Value *f = FP(x); x = FP(y);
raise_exception_unless(builder.CreateOr(builder.CreateFCmpORD(f,f),
builder.CreateFCmpUNO(x,x)),
prepare_global(jldomerr_var), ctx);
+ if (in_j2c) j2c_nan_dom_err(ast_node, args[1], args[2], ctx);
return f;
}
HANDLE(abs_float,1)
{
+ J2C_UNIMPL_INTRINSIC(f);
x = FP(x);
Type *intt = JL_INTT(x->getType());
Value *bits = builder.CreateBitCast(FP(x), intt);
@@ -1203,6 +1246,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
}
HANDLE(copysign_float,2)
{
+ J2C_UNIMPL_INTRINSIC(f);
x = FP(x);
fy = FP(y);
Type *intt = JL_INTT(x->getType());
@@ -1222,6 +1266,7 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
}
HANDLE(flipsign_int,2)
{
+ J2C_UNIMPL_INTRINSIC(f);
x = JL_INT(x);
fy = JL_INT(y);
Type *intt = x->getType();
@@ -1240,15 +1285,18 @@ static Value *emit_intrinsic(intrinsic f, jl_value_t **args, size_t nargs,
return builder.CreateXor(builder.CreateAdd(x,tmp),tmp);
}
HANDLE(jl_alloca,1) {
+ J2C_UNIMPL_INTRINSIC(f);
return builder.CreateAlloca(IntegerType::get(jl_LLVMContext, 8),JL_INT(x));
}
HANDLE(sqrt_llvm,1) {
x = FP(x);
raise_exception_unless(builder.CreateFCmpUGE(x, ConstantFP::get(x->getType(),0.0)),
prepare_global(jldomerr_var), ctx);
- return builder.CreateCall(Intrinsic::getDeclaration(jl_Module, Intrinsic::sqrt,
+ Value *val = builder.CreateCall(Intrinsic::getDeclaration(jl_Module, Intrinsic::sqrt,
ArrayRef<Type*>(x->getType())),
x);
+ if (in_j2c) j2c_unary_scalar_op(ast_node, "sqrt", args[1], ctx, TC_FP);
+ return val;
}
HANDLE(powi_llvm,2) {
x = FP(x);
diff --git a/src/j2c-calls.cpp b/src/j2c-calls.cpp
new file mode 100644
index 0000000000000..8a1cd35ea52fb
--- /dev/null
+++ b/src/j2c-calls.cpp
@@ -0,0 +1,192 @@
+static char* for_loops_begin(ast_node_result_t* result, size_t from_level, size_t to_level, jl_codectx_t *ctx, bool generate_omp = true)
+{
+ assert(from_level <= to_level);
+
+ // You must print something to the code buffer, even an empty string, since the caller
+ // expects this behavior, and might have ajdusted c_code_end to point to '\0' in order
+ // to connect with the new string here.
+ char*start;
+ NEW_C_CODE_2(start, "");
+ if (from_level == to_level) {
+ return start;
+ }
+
+ char* str, iv;
+ size_t index, id;
+ if (from_level == 0) {
+ // TODO: make it general. This only for trying offload with the vector add test case.
+ // NEW_C_CODE_2(start, "_Offload_status x;\nOFFLOAD_STATUS_INIT(x);\n");
+ // NEW_C_CODE_2(start, "#pragma offload target(mic) status(x) optional in(a,b,c: length(N1*N2) alloc_if(a) free_if(1)) out(d:length(N1*N2) alloc_if(a) free_if(1))\n");
+ if (generate_omp) {
+ CONTINUE_C_CODE_2(str, "#pragma offload target(mic)\n");
+ CONTINUE_C_CODE_2(str, "{\n");
+ CONTINUE_C_CODE_2(str, "ArenaManager *am = (ArenaManager*)malloc(sizeof(ArenaManager));\n");
+ CONTINUE_C_CODE_2(str, "ArenaManager_ctor(am,100000000,65536,240);\n");
+ CONTINUE_C_CODE_2(str, "#pragma omp parallel\n");
+ CONTINUE_C_CODE_2(str, "{\n");
+ CONTINUE_C_CODE_2(str, "ArenaClient *ac;\n");
+ CONTINUE_C_CODE_2(str, "prepare_alloc(am,&ac);\n");
+ CONTINUE_C_CODE_2(str, "#pragma omp for\n");
+ }
+ }
+
+ if (from_level == to_level - 1) {
+ CONTINUE_C_CODE_2(str, "#pragma vector always\n");
+ }
+
+ iv = 'i' + from_level;
+ PREPARE_TO_CONTINUE_C_CODE;
+ NEW_C_CODE_7(str, "for (int64_t __%c=0; __%c < %s.N%d; __%c++) {\n", iv, iv, result_variable_string(result), from_level, iv);
+
+ for (size_t i = from_level + 1; i < to_level; i++) {
+ iv = 'i' + i;
+ if (i == to_level - 1) {
+ PREPARE_TO_CONTINUE_C_CODE;
+ NEW_C_CODE_2(str, "#pragma vector always\n");
+ }
+ PREPARE_TO_CONTINUE_C_CODE;
+ NEW_C_CODE_7(str, "for (int64_t __%c=0; __%c < %s.N%d; __%c++) {\n", iv, iv, result_variable_string(result), i, iv);
+ }
+ return start;
+}
+
+static char* for_loops_end(size_t from_level, size_t to_level, bool generate_omp = true)
+{
+ char *str;
+ assert(from_level <= to_level);
+
+ char*start;
+ if (from_level == to_level) {
+ // You must print something to the code buffer, even an empty string, since the caller
+ // expects this behavior, and might have ajdusted c_code_end to point to '\0' in order
+ // to connect with the new string here.
+ NEW_C_CODE_2(start, "");
+ return start;
+ }
+
+ NEW_C_CODE_2(start, "}\n");
+
+ for (size_t i = from_level + 1; i < to_level; i++) {
+ char* str;
+ PREPARE_TO_CONTINUE_C_CODE;
+ NEW_C_CODE_2(str, "}\n");
+ }
+
+ if (from_level == 0) {
+ if (generate_omp) {
+ CONTINUE_C_CODE_2(str, "finish_alloc(ac);\n");
+ CONTINUE_C_CODE_2(str, "}\n"); // end of #pragma omp parallel section
+ CONTINUE_C_CODE_2(str, "ArenaManager_dtor(am);\n");
+ CONTINUE_C_CODE_2(str, "}\n"); // end of #pragma offload section
+ }
+ }
+ return start;
+}
+
+static inline void add_aliased_arrays(ast_node_result_t* l, ast_node_result_t* r)
+{
+ // Both input should be arrays, or not arrays.
+ assert(!jl_is_array_type(l->result_var_type) || jl_is_array_type(r->result_var_type));
+ assert(!jl_is_array_type(r->result_var_type) || jl_is_array_type(l->result_var_type));
+ if (jl_is_array_type(r->result_var_type)) {
+ std::pair<jl_value_t*, jl_value_t*> p;
+ p.first = l->result_var;
+ p.second = r->result_var;
+ cur_func_result->aliased_arrays.push_back(p);
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ JL_PRINTF(JL_STDOUT, "\nAliased arrays:");
+ jl_static_show(JL_STDOUT, p.first);
+ jl_static_show(JL_STDOUT, p.second);
+ }
+#endif
+ }
+}
+
+static void j2c_copy(ast_node_result_t* result, ast_node_result_t* l, ast_node_result_t* r, jl_codectx_t *ctx)
+{
+ if (l->result_var == r->result_var) {
+ return;
+ }
+
+ add_aliased_arrays(l, r);
+
+#ifdef MIN_TEMPS
+ if (l->is_temporary) {
+ l->representative = r;
+ return;
+ }
+ // Non-temporary (user var) still needs explicit assigment.
+#endif
+
+ if (!jl_is_array_type(l->result_var_type) || result->num_dims_fused == 0) {
+ NEW_C_CODE_4(result->epilog, "%s = %s;\n", result_variable_string(l), result_variable_string(r));
+ return;
+ }
+
+ size_t num_dims_fused = result->num_dims_fused;
+/* if (num_dims_fused > 0) {
+ size_t from_level = (result->parent != NULL) ? result->parent->num_dims_fused : 0;
+ size_t to_level = result->result_var_dims.size();
+
+ result->prolog = for_loops_begin(result, from_level, to_level, ctx);
+ NEW_C_CODE_4(result->epilog, "%s = %s;\n", array_element(l, ctx), array_element(r, ctx));
+ PREPARE_TO_CONTINUE_C_CODE;
+ for_loops_end(from_level, to_level);
+ return;
+ }
+*/
+ // TOFIX: check the type of the return array, and decide the character code
+ NEW_C_CODE_5(result->epilog, "cblas_dcopy(%s.len(), %s.data, 1, %s.data, 1);\n", result_variable_string(r),
+ result_variable_string(r), result_variable_string(l));
+}
+
+static void j2c_add(ast_node_result_t* result, std::vector<ast_node_result_t*>& args_results, jl_codectx_t *ctx)
+{
+ char* str;
+/* if (result->result_var_dims.size() == 0) { // scalar
+ NEW_C_CODE_4(result->epilog, "%s = %s", ((jl_sym_t*)(result->result_var))->name,
+ result_variable_string(args_results[0]));
+ for (size_t i = 1; i < args_results.size(); i++) {
+ PREPARE_TO_CONTINUE_C_CODE;
+ NEW_C_CODE_3(str, "+%s", result_variable_string(args_results[i]));
+ }
+
+ PREPARE_TO_CONTINUE_C_CODE;
+ NEW_C_CODE_2(str, ";\n");
+ return;
+ }
+*/
+ assert(args_results.size() == 2);
+
+ size_t num_dims_fused = result->num_dims_fused;
+/* if (num_dims_fused > 0) {
+ size_t from_level = (result->parent != NULL) ? result->parent->num_dims_fused : 0;
+ size_t to_level = result->result_var_dims.size();
+
+ result->prolog = for_loops_begin(result, from_level, to_level, ctx);
+ NEW_C_CODE_5(result->epilog, "%s = %s + %s;\n", array_element(result, ctx),
+ array_element(args_results[0], ctx), array_element(args_results[1], ctx));
+ PREPARE_TO_CONTINUE_C_CODE;
+ for_loops_end(from_level, to_level);
+ return;
+ }
+*/
+ assert(num_dims_fused == 0);
+
+ //*axpy is defined as y = a*x + y. So the result and second operand must be the same
+ if (result->result_var != args_results[1]->result_var) {
+ j2c_copy(result, result, args_results[1], ctx);
+
+ // TOFIX: check the type of the return array, and decide the character code
+ CONTINUE_C_CODE_3(str, "cblas_daxpy(%s.len()", result_variable_string(result));
+ CONTINUE_C_CODE_4(str, ", 1.0, %s.data, 1, %s.data, 1);\n", result_variable_string(args_results[0]),
+ result_variable_string(result));
+ } else {
+ // TOFIX: check the type of the return array, and decide the character code
+ NEW_C_CODE_3(result->epilog, "cblas_daxpy(%s.len()", result_variable_string(result));
+ CONTINUE_C_CODE_4(str, ", 1.0, %s.data, 1, %s.data, 1);\n", result_variable_string(args_results[0]),
+ result_variable_string(args_results[1]));
+ }
+}
diff --git a/src/j2c.cpp b/src/j2c.cpp
new file mode 100644
index 0000000000000..45078d9a7e549
--- /dev/null
+++ b/src/j2c.cpp
@@ -0,0 +1,2153 @@
+#include <sstream>
+#include <float.h>
+
+/*
+ This is a plain and faithful Julia to C converter. No optimization. Any optimization, like fusion, should be
+ done before this conversion, and then the results will naturally be reflected in the C function.
+*/
+
+// When this is true, j2c is working (for a function and all its callees, as we
+// will generate a self-contained library for the function).
+static bool in_j2c_overall = false;
+
+// When this is true, j2c is on for the current func. Note that even if in_j2c_overall is
+// true, it is possible that the current func is not going to be generated C code. This gives
+// us fine control on which functions to generate, which not.
+static bool in_j2c = false;
+static ast_node_result_t* cur_func_result = NULL;
+static jl_sym_t* cur_source_file = NULL; // current (julia) source file
+
+// The max dimensions of an array we can handle. So far, 2 dimensions, as Julia generates 1-d or 2-d arrays in general.
+//#define MAX_ARRAY_DIMS 2
+
+#define ASSERT(cond, jt, message) if (!(cond)) { \
+ JL_PRINTF(JL_STDOUT, "assertion failed: %s\n%s\n", (#cond), message); \
+ jl_static_show(JL_STDOUT, jt); \
+ assert(false); \
+}
+
+#define WARN(cond, jt, message) if (!(cond)) { \
+ JL_PRINTF(JL_STDOUT, "warning: %s\n%s\n", (#cond), message); \
+ jl_static_show(JL_STDOUT, jt); \
+ JL_PRINTF(JL_STDOUT, "\n"); \
+}
+
+#define J2C_UNIMPL_INTRINSIC(f) { \
+ if (in_j2c) { \
+ JL_PRINTF(JL_STDOUT, "Unimplemented intrinsic: %d\n", f); \
+ assert(false);\
+ } \
+}
+
+#define J2C_UNIMPL(message) { \
+ if (in_j2c) { \
+ JL_PRINTF(JL_STDOUT, "Unimplemented: %s\n", message); \
+ assert(false);\
+ } \
+}
+
+#define MAX_C_CODE_LEN 512*1024
+static char c_code[MAX_C_CODE_LEN]; // All strings in the c functions are put into this buffer
+static char*c_code_end = c_code; // the current end of the strings in the buffer
+
+// we may create c identifiers when we are generating c code. We cannot write into the c_code buffer
+// in case that the two are mixed incorrectly. So have a separate buffer for it.
+#define MAX_C_IDENTIFIER_LEN MAX_C_CODE_LEN >> 3
+static char c_identifiers[MAX_C_IDENTIFIER_LEN];
+static char*c_identifiers_end = c_identifiers;
+
+#define MAX_OFFLOAD_CLAUSES_LEN 200
+static char offload_clauses[MAX_OFFLOAD_CLAUSES_LEN];
+
+// Only if the root function returns an array:
+#define MAX_RETURN_TYPE_LEN 50
+static char return_array_str[MAX_RETURN_TYPE_LEN];
+static char return_non_array_str[MAX_RETURN_TYPE_LEN];
+
+// Two pointers to string for using as scratch. Note that in the course of using them, make sure there is no function
+// call; otherwise, that call may also use them, and cause wrong output.
+static char*scratch_str;
+static char*scratch_str1;
+
+
+// add new code. After this, c_code_end points to after the null terminator of the code.
+#define NEW_C_CODE_COMMON(result) { \
+ result = c_code_end; \
+ c_code_end += strlen(c_code_end) + 1; \
+ assert(c_code_end < c_code + MAX_C_CODE_LEN); \
+}
+
+#define NEW_C_CODE_2(result, format) { \
+ sprintf(c_code_end, format); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_3(result, format, input) { \
+ sprintf(c_code_end, format, input); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_4(result, format, input1, input2) { \
+ sprintf(c_code_end, format, input1, input2); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_5(result, format, input1, input2, input3) { \
+ sprintf(c_code_end, format, input1, input2, input3); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_6(result, format, input1, input2, input3, input4) { \
+ sprintf(c_code_end, format, input1, input2, input3, input4); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_7(result, format, input1, input2, input3, input4, input5) { \
+ sprintf(c_code_end, format, input1, input2, input3, input4, input5); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_8(result, format, input1, input2, input3, input4, input5, input6) { \
+ sprintf(c_code_end, format, input1, input2, input3, input4, input5, input6); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_9(result, format, input1, input2, input3, input4, input5, input6, input7) { \
+ sprintf(c_code_end, format, input1, input2, input3, input4, input5, input6, input7); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_10(result, format, input1, input2, input3, input4, input5, input6, input7, input8) { \
+ sprintf(c_code_end, format, input1, input2, input3, input4, input5, input6, input7, input8); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define NEW_C_CODE_11(result, format, input1, input2, input3, input4, input5, input6, input7, input8, input9) { \
+ sprintf(c_code_end, format, input1, input2, input3, input4, input5, input6, input7, input8, input9); \
+ NEW_C_CODE_COMMON(result) \
+}
+
+#define PREPARE_TO_CONTINUE_C_CODE { \
+ assert(*c_code_end == '\0'); \
+ c_code_end--; \
+}
+
+#define CONTINUE_C_CODE_2(result, format) { \
+ PREPARE_TO_CONTINUE_C_CODE \
+ NEW_C_CODE_2(result, format) \
+}
+
+#define CONTINUE_C_CODE_3(result, format, input1) { \
+ PREPARE_TO_CONTINUE_C_CODE \
+ NEW_C_CODE_3(result, format, input1) \
+}
+
+#define CONTINUE_C_CODE_4(result, format, input1, input2) { \
+ PREPARE_TO_CONTINUE_C_CODE \
+ NEW_C_CODE_4(result, format, input1, input2) \
+}
+
+#define CONTINUE_C_CODE_5(result, format, input1, input2, input3) { \
+ PREPARE_TO_CONTINUE_C_CODE \
+ NEW_C_CODE_5(result, format, input1, input2, input3) \
+}
+
+#define CONTINUE_C_CODE_6(result, format, input1, input2, input3, input4) { \
+ PREPARE_TO_CONTINUE_C_CODE \
+ NEW_C_CODE_6(result, format, input1, input2, input3, input4) \
+}
+
+#define CONTINUE_C_CODE_7(result, format, input1, input2, input3, input4, input5) { \
+ PREPARE_TO_CONTINUE_C_CODE \
+ NEW_C_CODE_7(result, format, input1, input2, input3, input4, input5) \
+}
+
+// C functions generated
+static std::vector<ast_node_result_t*> functions;
+
+// C type table, global to all functions
+static std::vector<type_table_t> type_table;
+
+/* Overall structure of a C file:
+ * included header files
+ * declare (struct,...) types (outside the function, as Julia does not declare a struct inside a function)
+ * forward declaration of all functions generated (to handle recursive func calls)
+ * definition of each function
+*/
+
+static std::vector<char*> includes;
+static std::vector<char*> types_declaration;
+
+// For a julia symbol (func/var name), map it to a legal C identifier
+static std::map<jl_sym_t*, char*> sym_identifier;
+
+// For generating a temporary:
+static int tmp_var_id = 0;
+
+static jl_sym_t* new_tmp_var()
+{
+ char * str;
+ NEW_C_CODE_3(str, "__t%d", tmp_var_id++);
+ jl_sym_t *s = jl_symbol(str);
+ return s;
+}
+
+// TODO: modifiy this part such that it works only for fusion. So instead of making parent-child
+// relationship, it disconnects some parent-child relationship, and reconnect properly
+// During walking an AST node, some nodes may be found to have to be precomputed before this
+// node and thus should be added to precomputed_chilcren. Others are added into children
+static void add_child(ast_node_result_t* parent, ast_node_result_t* child)
+{
+ if (child->num_dims_fused < parent->num_dims_fused) {
+ // Search backward to find the right place to precompute the child.
+ ast_node_result_t* prev = parent;
+ for (parent = prev->parent; parent != NULL; parent = prev->parent) {
+ if (child->num_dims_fused >= parent->num_dims_fused) {
+ break;
+ }
+ prev = parent;
+ }
+ if (parent == NULL) {
+ prev->precomputed_children.push_back(child);
+ } else {
+ parent->children.push_back(child);
+ }
+ } else {
+ parent->children.push_back(child);
+ }
+}
+
+// Julia function/var/type names may not valid C identifiers. Here we normalize them
+static char * c_identifier(const char * str)
+{
+ char *start;
+ start = c_identifiers_end++;
+ *start = '\0';
+ for (int i = 0; str[i] != '\0'; i++) {
+ char *replace = NULL;
+ char c = str[i];
+ if (c == ' ') continue; // ignore spaces
+ else if (c == '#') { replace = "p"; }
+ else if (c == '+') { replace = "add"; }
+ else if (c == '-') { replace = "sub"; }
+ else if (c == '.') { replace = "dot"; }
+ else if (c == '*') { replace = "mul"; }
+ else if (c == '/') { replace = "div"; }
+ else if (c == '!') { replace = "ex"; }
+
+ if (replace != NULL) {
+ strcat(start, replace);
+ c_identifiers_end = start + strlen(start) + 1;
+ } else {
+ assert(*(c_identifiers_end -1) == '\0');
+ *(c_identifiers_end -1) = c;
+ *c_identifiers_end++ = '\0';
+ }
+ }
+ return start;
+}
+
+char * c_identifier(jl_sym_t *s)
+{
+ char* identifier = sym_identifier[s];
+ if (identifier == NULL) {
+ identifier = c_identifier(s->name);
+ sym_identifier[s] = identifier;
+ }
+ return identifier;
+}
+
+// An AST node's result variable's string representation
+
+char *result_variable_string(ast_node_result_t* t)
+{
+ if (t->representative != NULL) {
+ return result_variable_string(t->representative);
+ }
+ jl_value_t * rv = t->result_var;
+ if (t->is_constant) {
+ ASSERT(t->constant != NULL, rv, "Unhandled constant");
+ return t->constant;
+ }
+
+ if (jl_is_symbol(rv)) {
+ return c_identifier((jl_sym_t *)rv);
+ }
+ ASSERT(false, rv, "Unhandled result var");
+ return NULL;
+}
+
+size_t element_type_id(jl_value_t *jt);
+
+// TODO: handle recurisvely defined types
+static bool equivalent_types(jl_value_t *jt, jl_value_t *jt1)
+{
+ if (jt == jt1) {
+ return true;
+ }
+
+ if (jl_is_array_type(jt) && jl_is_array_type(jt1)) {
+ return (element_type_id(jt) == element_type_id(jt1));
+ }
+
+ if ((jl_is_tuple(jt) && jl_is_tuple(jt1)) || (jl_is_structtype(jt) && jl_is_structtype(jt1))) {
+ bool is_tuple = jl_is_tuple(jt);
+ size_t ntypes = is_tuple ? jl_tuple_len((jl_tuple_t*)jt) : jl_tuple_len(((jl_datatype_t*)jt)->types);
+ size_t ntypes1 = is_tuple ? jl_tuple_len((jl_tuple_t*)jt1) : jl_tuple_len(((jl_datatype_t*)jt1)->types);
+ if (ntypes != ntypes1) {
+ return false;
+ }
+ for(size_t i = 0; i < ntypes; i++) {
+ jl_value_t *ty = is_tuple ? jl_tupleref((jl_tuple_t*)jt, i) : jl_tupleref(((jl_datatype_t*)jt)->types, i);
+ jl_value_t *ty1 = is_tuple ? jl_tupleref((jl_tuple_t*)jt1, i) : jl_tupleref(((jl_datatype_t*)jt1)->types, i);
+ if (!equivalent_types(ty, ty1)) {
+ return false;
+ }
+ }
+ return true;
+ }
+ return false;
+}
+
+static size_t type_id(jl_value_t * jt)
+{
+ assert(jt != NULL);
+ assert(jl_is_type(jt));
+
+ for (size_t i = 0; i < type_table.size(); i++) {
+ if (type_table[i].is_field) {
+ continue;
+ }
+ if (equivalent_types(jt, type_table[i].jt)) {
+ return i;
+ }
+ }
+ return -1;
+}
+
+inline static char* type_name(jl_value_t* jt)
+{
+ size_t id = type_id(jt);
+ if (id == -1) {
+ return NULL;
+ }
+ return type_table[id].c_name;
+}
+
+inline size_t element_type_id(jl_value_t *jt)
+{
+ ASSERT(jl_is_array_type(jt), jt, "Array type expected");
+ jl_value_t *t = jl_tupleref(((jl_datatype_t*)jt)->parameters,0);
+ return type_id(t);;
+}
+
+inline static char* element_type_name(jl_value_t* jt)
+{
+ ASSERT(jl_is_array_type(jt), jt, "Array type expected");
+ size_t id = element_type_id(jt);
+ if (id >= 0) {
+ return type_table[id].c_name;
+ }
+ return NULL;
+}
+
+// For each type appeared in the program, insert it into the above type table. return the entry id.
+// Modeled after julia_type_to_llvm()
+
+int create_leaf_type(jl_value_t * jt, const char* name, bool is_field = false, bool is_struct = false,
+bool is_array = false, bool is_ptr = false)
+{
+ type_table_t entry;
+
+ entry.is_field = is_field;
+ entry.is_struct = is_struct;
+ entry.is_array = is_array;
+ entry.declared = false;
+ entry.jt = jt;
+ if (is_array) {
+ NEW_C_CODE_3(entry.c_name, "%s*", name);
+ NEW_C_CODE_3(entry.array_prefix, "%s", c_identifier(name));
+ } else if (is_ptr) {
+ NEW_C_CODE_3(entry.c_name, "%s*", name);
+ } else {
+ NEW_C_CODE_3(entry.c_name, "%s", name);
+ }
+
+ type_table.push_back(entry);
+ return type_table.size() - 1;
+}
+
+size_t create_c_type(jl_value_t *v);
+
+size_t create_c_struct_type(jl_value_t *v)
+{
+ char * struct_name;
+ size_t ntypes;
+ std::vector<size_t> field_ids;
+ std::vector<char*> field_names;
+ if (jl_is_tuple(v)) {
+ NEW_C_CODE_3(struct_name, "struct tuple_%d", tmp_var_id++);
+ jl_tuple_t *t = (jl_tuple_t*)v;
+ ntypes = jl_tuple_len(t);
+ ASSERT(ntypes < 256, v, "Tuple is too long to create a struct type for it. Consider using an array instead of tuple");
+ //NEW_C_CODE_2(NULL, "int64_t len;\n");
+ //field_ids.push_back(create_c_type(jl_int64_type));
+ //NEW_C_CODE_2(str, "len");
+ //field_names.push_back(str);
+ for(size_t i = 0; i < ntypes; i++) {
+ jl_value_t *ty = jl_tupleref(t, i); //Note: for jl_tupleref(t, i), i starts from 0, not 1!
+ field_ids.push_back(create_c_type(ty));
+
+ char * str;
+ NEW_C_CODE_3(str, "f%d", i+1);
+ field_names.push_back(str);
+ }
+ //ntypes++; // account for the len field added
+ } else if (jl_is_structtype(v)) {
+ jl_datatype_t *dv = (jl_datatype_t*)v;
+ NEW_C_CODE_3(struct_name, "struct %s", dv->name->name->name);
+ /*if (dv->name->module != jl_core_module) {
+ strcat(struct_name, ((jl_module_t*)dv->name->module)->name->name);
+ strcat(struct_name, "_");
+ }*/
+
+ ntypes = jl_tuple_len(dv->types);
+ for(size_t i = 0; i < ntypes; i++) {
+ jl_value_t *ty = jl_tupleref(dv->types, i);
+ field_ids.push_back(create_c_type(ty));
+ field_names.push_back(((jl_sym_t*)jl_tupleref(dv->names, i))->name);
+ }
+ } else {
+ ASSERT(false, v, "Unknow struct type");
+ }
+
+ int id = create_leaf_type(v, struct_name, false /*is_field*/, true /*is_struct*/);
+ // add the field info
+ create_leaf_type((jl_value_t*)ntypes /*#fields*/, "", true /*is_field*/, false /*is_struct*/);
+ for(size_t i = 0; i < ntypes; i++) {
+ create_leaf_type((jl_value_t*)field_ids[i], field_names[i], true /*is_field*/, false /*is_struct*/);
+ }
+ return id;
+}
+
+// modeled after jl_static_show()
+size_t create_c_type(jl_value_t *v)
+{
+ if (v == NULL) {
+ return -1;
+ }
+
+ assert(jl_is_type(v));
+
+ int id = type_id(v);
+ if (id >= 0) {
+ return id; // already created
+ }
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ static int count=0;
+ count++;
+ JL_PRINTF(JL_STDOUT, "\n^^%d create a type:", count);
+ jl_static_show(JL_STDOUT, v);
+ }
+#endif
+
+ // basic types
+ if ((void*)v == (void*)jl_int64_type) {
+ return create_leaf_type(v, (const char*) "int64_t");
+ }
+ else if ((void*)v == (void*)jl_int32_type) {
+ return create_leaf_type(v, (const char*) "int32_t");
+ }
+ else if ((void*)v == (void*)jl_int16_type) {
+ return create_leaf_type(v, (const char*) "int16_t");
+ }
+ else if ((void*)v == (void*)jl_int8_type) {
+ return create_leaf_type(v, (const char*) "int8_t");
+ }
+ else if ((void*)v == (void*)jl_uint64_type) {
+ return create_leaf_type(v, (const char*) "uint64_t");
+ }
+ else if ((void*)v == (void*)jl_uint32_type) {
+ return create_leaf_type(v, (const char*) "uint32_t");
+ }
+ else if ((void*)v == (void*)jl_uint16_type) {
+ return create_leaf_type(v, (const char*) "uint16_t");
+ }
+ else if ((void*)v == (void*)jl_uint8_type) {
+ return create_leaf_type(v, (const char*) "uint8_t");
+ }
+ else if ((void*)v == (void*)jl_float64_type) {
+ return create_leaf_type(v, (const char*) "double");
+ }
+ else if ((void*)v == (void*)jl_float32_type) {
+ return create_leaf_type(v, (const char*) "float");
+ }
+ else if ((void*)v == (void*)jl_bottom_type) {
+ return create_leaf_type(v, (const char*) "void");
+ }
+ else if ((void*)v == (void*)(jl_nothing->type)) {
+ return create_leaf_type(v, (const char*) "void");
+ }
+
+ // below modeled after jl_is_type()
+ else if (jl_is_tuple(v)) {
+ // Handle tuple as a struct
+ if (jl_tuple_len(v) == 0)
+ return create_leaf_type(v, (const char*)"void");
+ else
+ return create_c_struct_type(v);
+ }
+ else if (jl_is_uniontype(v)) {
+ ASSERT(false, v, "Union not handled yet");
+ return -1;
+ }
+ else if (jl_is_datatype(v)) {
+ jl_datatype_t *dv = (jl_datatype_t*)v;
+ if (jl_is_array_type(dv)) {
+ jl_value_t *t = jl_tupleref(dv->parameters,0);
+ size_t id = create_c_type(t);
+ char * name = type_table[id].c_name;
+ return create_leaf_type(v, name, false, false, true);
+ }
+
+ if (jl_is_structtype(dv)) {
+ return create_c_struct_type(v);
+ }
+
+ if (!strcmp(dv->name->name->name, "Bool")) {
+ return create_leaf_type(v, "bool");
+ }
+
+ if (jl_is_cpointer_type(dv)) {
+ jl_value_t *ety = jl_tparam0(dv);
+ assert(!jl_is_typevar(ety));
+
+ size_t id = create_c_type(ety);
+ char * name = type_table[id].c_name;
+ return create_leaf_type(v, name, false, false, false, true);
+ }
+
+ // TODO: consider dv->parameters
+ WARN(false, v, "Create a data type without considering parameters");
+ return create_leaf_type(v, (const char*) dv->name->name->name);
+ }
+ else if (jl_is_typector(v)) {
+ ASSERT(false, v, "Type vector not handled yet");
+ return -1;
+ }
+
+ ASSERT(false, v, "Uhandled type");
+ return -1;
+}
+
+void j2c_create_type_table(jl_lambda_info_t *lam, jl_expr_t *ast)
+{
+ jl_value_t *jlrettype = jl_ast_rettype(lam, (jl_value_t*)ast);
+ create_c_type(jlrettype);
+
+ // arguments' types specialized for this function
+ for(size_t i=0; i < jl_tuple_len(lam->specTypes); i++) {
+ create_c_type(jl_tupleref(lam->specTypes, i));
+ }
+
+ // Local variables
+ // Modeled after jl_prepare_ast()
+ jl_array_t *vinfos = jl_lam_vinfo(ast);
+ size_t vinfoslen = jl_array_dim0(vinfos);
+ for(size_t i = 0; i < vinfoslen; i++) {
+ jl_array_t *vi = (jl_array_t*)jl_cellref(vinfos, i);
+ assert(jl_is_array(vi));
+ jl_value_t * declType = jl_cellref(vi,1);
+ create_c_type(declType);
+ }
+}
+
+// Generating C type declarations
+static inline void declare_type(size_t i)
+{
+ assert(i < type_table.size());
+
+ if (type_table[i].declared) return;
+
+ type_table[i].declared = true;
+
+ // First, make sure all types this type depends on have been produced.
+ if (type_table[i].is_struct) {
+ assert(i + 1 < type_table.size());
+
+ size_t total_fields = (size_t)(type_table[i + 1].jt);
+ for (size_t id = 0; id < total_fields; id++) {
+ assert(i + 2 + id < type_table.size());
+ assert(type_table[i + 2 + id].is_field);
+
+ declare_type((size_t)(type_table[i + 2 + id].jt));
+ }
+ }
+
+ if (type_table[i].is_struct) {
+ char *start, *str;
+ NEW_C_CODE_3(start, "%s {\n", type_table[i].c_name);
+ types_declaration.push_back(start);
+ size_t total_fields = (size_t)(type_table[i + 1].jt);
+ for (size_t id = 0; id < total_fields; id++) { ;
+ if (type_table[(size_t)(type_table[i + 2 + id].jt)].is_array) {
+ // We assume that no struct can be passed from Julia to C. To do that,
+ // it must pass element by element. And inside our generated code, all arrays
+ // are represented in our array structure.
+ CONTINUE_C_CODE_4(str, "%s_array %s;\n", type_table[(size_t)(type_table[i + 2 + id].jt)].array_prefix, type_table[i + 2 + id].c_name);
+ } else { ;
+ CONTINUE_C_CODE_4(str, "%s %s;\n", type_table[(size_t)(type_table[i + 2 + id].jt)].c_name, type_table[i + 2 + id].c_name);
+ }
+ }
+ CONTINUE_C_CODE_2(str, "};\n");
+ }
+
+ if (type_table[i].is_array) {
+ NEW_C_CODE_4(scratch_str, "DECL_C_ARRAY(%s, %s)\n", element_type_name(type_table[i].jt), type_table[i].array_prefix);
+ types_declaration.push_back(scratch_str);
+ NEW_C_CODE_4(scratch_str, "DEF_C_ARRAY(%s, %s)\n", element_type_name(type_table[i].jt), type_table[i].array_prefix);
+ types_declaration.push_back(scratch_str);
+ }
+}
+
+static void declare_types()
+{
+ for (size_t i = 0; i < type_table.size(); i++) {
+ if (!type_table[i].is_field) {
+ if ((jl_is_tuple(type_table[i].jt) || jl_is_structtype(type_table[i].jt)) || jl_is_array_type(type_table[i].jt)) {
+ declare_type(i);
+ }
+ }
+ }
+}
+
+static inline jl_value_t* local_var_type(jl_sym_t *s, jl_codectx_t *ctx)
+{
+ assert(!is_global(s, ctx));
+ jl_varinfo_t &vi = ctx->vars[s];
+ jl_value_t *jt = vi.declType;
+ return jt;
+}
+
+// Is the argement s of the function both in and out?
+static inline bool argument_inout(jl_sym_t *s, jl_codectx_t *ctx)
+{
+ assert(!is_global(s, ctx));
+ jl_varinfo_t &vi = ctx->vars[s];
+ assert(vi.isArgument);
+ return vi.escapes && vi.isAssigned;
+}
+
+Value *var_binding_pointer(jl_sym_t *s, jl_binding_t **pbnd, bool assign, jl_codectx_t *ctx);
+
+// modeled after emit_var()
+static inline jl_value_t* global_var_type(jl_sym_t *s, jl_codectx_t *ctx)
+{
+ assert(is_global(s, ctx));
+
+ // look for static parameter
+ for(size_t i = 0; i < jl_tuple_len(ctx->sp); i += 2) {
+ assert(jl_is_symbol(jl_tupleref(ctx->sp, i)));
+ if (s == (jl_sym_t*)jl_tupleref(ctx->sp, i)) {
+ return jl_typeof(jl_tupleref(ctx->sp, i+1));
+ }
+ }
+ jl_binding_t *jbp = NULL;
+ var_binding_pointer(s, &jbp, false, ctx);
+ assert(jbp != NULL);
+ return jbp->type;
+}
+
+static inline jl_value_t* var_type(jl_sym_t *s, jl_codectx_t *ctx)
+{
+ jl_value_t * jt;
+ if (is_global(s, ctx)) {
+ jt = global_var_type(s, ctx);
+ } else {
+ jt = local_var_type(s, ctx);
+ }
+ return jt;
+}
+
+#include "j2c-calls.cpp"
+
+static void declare_local_and_tmp_var(jl_sym_t* s, jl_value_t* jt, jl_codectx_t *ctx,
+ast_node_result_t *t, std::vector<char*>& local_vars_declaration,
+std::vector<char*>& arrays_initialization, bool is_argument,
+size_t& array_dims_index)
+{
+ char *s_id_name = c_identifier(s);
+ char *start = NULL, *str;
+ if (jl_is_array_type(jt)) {
+ jl_value_t *et = jl_tupleref(((jl_datatype_t*)jt)->parameters,0); // array elements' type
+ char * et_name = type_table[type_id(et)].c_name;
+ char * id_name = c_identifier(et_name);
+ if ((t != NULL) && t->made_scalar) {
+ NEW_C_CODE_4(start, "%s %s;\n", et_name, s_id_name);
+ local_vars_declaration.push_back(start);
+ } else {
+ NEW_C_CODE_4(start, "%s_array %s;\n", id_name, s_id_name);
+ local_vars_declaration.push_back(start);
+
+ if (is_argument) {
+ // encapsulate it in our array struct. Naming: remove the "_" in the argument.
+ jl_value_t *p1 = jl_tparam1(jt);
+ assert(jl_is_long(p1));
+ size_t nd = jl_unbox_long(p1);
+ NEW_C_CODE_6(start, "%s = new_%s_array_%dd(_%s", s_id_name, id_name, nd, s_id_name);
+ size_t j;
+ for (j = 1; j <= nd; j++) {
+ CONTINUE_C_CODE_3(str, ", __N%ld", array_dims_index++);
+ }
+// for (; j <= MAX_ARRAY_DIMS; j++) {
+// CONTINUE_C_CODE_2(str, ", 1");
+// }
+ CONTINUE_C_CODE_2(str, ");\n");
+ arrays_initialization.push_back(start);
+
+ } else {
+ // Local arrays will be allocated with jl_f_alloc_array_1/2/3d. Here just initialize.
+ // Initializationis needed as when the function returns, and we need to free some arrays,
+ // and their data pointers can not be random (but can be NULL).
+ NEW_C_CODE_3(start, "INITARRAY(%s);\n", s_id_name);
+ arrays_initialization.push_back(start);
+ }
+ }
+ } else {
+ char * tyname = type_name(jt);
+ assert(tyname != NULL);
+ NEW_C_CODE_4(start, "%s %s;\n", tyname, s_id_name);
+ local_vars_declaration.push_back(start);
+ }
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ static int count=0;
+ count++;
+ JL_PRINTF(JL_STDOUT, "***%d DEC %s\n", count, start);
+ }
+#endif
+}
+
+static void j2c_declare_local_and_tmp_vars(jl_expr_t *ast, jl_lambda_info_t *lam, jl_codectx_t *ctx)
+{
+ std::set<jl_sym_t*> declared_vars; // already declared variables
+ size_t array_dims_index = 1;
+
+ // Function arguments have already been declared. But for arrays, we need
+ // to encapsulate it in our array struct.
+ jl_array_t *largs = jl_lam_args(ast);
+ size_t largslen = jl_array_dim0(largs);
+ size_t i;
+ for(i=0; i < largslen; i++) {
+ jl_sym_t *s = jl_decl_var(jl_cellref(largs,i));
+ jl_value_t *jt = jl_tupleref(lam->specTypes,i);
+ bool is_array = jl_is_array_type(jt);
+ if (is_array && cur_func_result->is_root_func) {
+ declare_local_and_tmp_var(s, jt, ctx, NULL, cur_func_result->local_vars_declaration,
+ cur_func_result->arrays_initialization, true, array_dims_index);
+ }
+ declared_vars.insert(s);
+ }
+
+ std::map<jl_value_t*, ast_node_result_t*>::iterator itr;
+ for(itr = ctx->ast_node_results.begin(); itr != ctx->ast_node_results.end(); itr++) {
+ ast_node_result_t* t = itr->second;
+ assert(t != NULL);
+
+ if ((t->representative != NULL) || t->is_constant) {
+ continue;
+ }
+
+/* static int count=0;
+ count++;
+ JL_PRINTF(JL_STDOUT, "^^^ %d %s\n", count, result_variable_string(t));
+ jl_static_show(JL_STDOUT, t->result_var_type);
+ jl_static_show(JL_STDOUT, itr->first);
+ JL_PRINTF(JL_STDOUT, "\n");
+*/
+ jl_value_t* jt = t->result_var_type;
+ char *type_name_jt = type_name(jt);
+ if (type_name_jt == NULL || !strcmp(type_name_jt, "void")) {
+ // We use NULL to determine that a node is not a type, e.g. "goto" node
+ continue;
+ }
+
+ jl_sym_t* s = (jl_sym_t*)(t->result_var);
+ if (declared_vars.find(s) == declared_vars.end()) {
+ declare_local_and_tmp_var(s, jt, ctx, t, cur_func_result->local_vars_declaration,
+ cur_func_result->arrays_initialization, false, array_dims_index);
+ declared_vars.insert(s);
+ }
+ }
+}
+
+
+// A symbol is used as the result variable of an expression. Record related facts.
+static void symbol_as_result_var(jl_sym_t* s, jl_codectx_t *ctx, ast_node_result_t* result)
+{
+ result->result_var = (jl_value_t*)s;
+ jl_value_t *jt = var_type(s, ctx);
+ result->result_var_type = jt;
+}
+
+static ast_node_result_t* get_ast_node_result(jl_value_t* ast_node, jl_codectx_t *ctx)
+{
+#if 0 //def J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ static int count=0;
+ count++;
+ JL_PRINTF(JL_STDOUT, "^^^get_ast_node_result %d:\n", count);
+ jl_static_show(JL_STDOUT, ast_node);
+ JL_PRINTF(JL_STDOUT, "\n");
+ }
+#endif
+
+
+ ast_node_result_t* t = ctx->ast_node_results[ast_node];
+
+ if (t == NULL) {
+ t = new ast_node_result_t;
+ t->ast_node = ast_node;
+ t->return_result = false;
+ t->is_temporary = false;
+ t->is_constant = false;
+ t->made_scalar = false;
+ t->is_root_func = false;
+ t->result_var = NULL;
+ t->result_var_type = NULL;
+ t->parent = NULL;
+ t->representative = NULL;
+ t->constant = NULL;
+ t->prolog = NULL;
+ t->epilog = NULL;
+ t->return_statement = NULL;
+ t->num_dims_fused = 0;
+ ctx->ast_node_results[ast_node] = t;
+
+ // Now fill in info as much as possible from the ast node
+ if (jl_is_symbol(ast_node)) {
+ symbol_as_result_var((jl_sym_t*)ast_node, ctx, t);
+ }
+ else if (jl_is_symbolnode(ast_node)) {
+ symbol_as_result_var((jl_sym_t*)jl_symbolnode_sym(ast_node), ctx, t);
+ } else if (!jl_is_expr(ast_node)) {
+ // Some nodes like quotenode may get here
+ t->result_var_type = ast_node->type;
+
+ char* str = NULL;
+ if (jl_is_int64(ast_node)) {
+ int64_t val = (int64_t)(jl_unbox_int64(ast_node));
+ NEW_C_CODE_3(str, "%ld", val);
+ } else if (jl_is_int32(ast_node)) {
+ int32_t val = (int32_t)(jl_unbox_int32(ast_node));
+ NEW_C_CODE_3(str, "%d", val);
+ } else if (jl_typeis(ast_node,jl_int16_type)) {
+ int16_t val = (int16_t)(jl_unbox_int16(ast_node));
+ NEW_C_CODE_3(str, "%d", val);
+ } else if (jl_typeis(ast_node,jl_int8_type)) {
+ int8_t val = (int8_t)(jl_unbox_int8(ast_node));
+ NEW_C_CODE_3(str, "%d", val);
+ } else if (jl_is_uint64(ast_node)) {
+ uint64_t val = (uint64_t)(jl_unbox_uint64(ast_node));
+ NEW_C_CODE_3(str, "%lu", val);
+ } else if (jl_is_uint32(ast_node)) {
+ uint32_t val = (uint32_t)(jl_unbox_uint32(ast_node));
+ NEW_C_CODE_3(str, "%u", val);
+ } else if (jl_typeis(ast_node,jl_uint16_type)) {
+ uint16_t val = (uint16_t)(jl_unbox_uint16(ast_node));
+ NEW_C_CODE_3(str, "%u", val);
+ } else if (jl_typeis(ast_node,jl_uint8_type)) {
+ uint8_t val = (uint8_t)(jl_unbox_uint8(ast_node));
+ NEW_C_CODE_3(str, "%u", val);
+ } else if (jl_is_float32(ast_node)) {
+ float val = (float)(jl_unbox_float32(ast_node));
+ NEW_C_CODE_4(str, "%.*f", FLT_DIG, val);
+ } else if (jl_is_float64(ast_node)) {
+ double val = (double)(jl_unbox_float64(ast_node));
+ NEW_C_CODE_4(str, "%.*f", DBL_DIG, val);
+ } else if (ast_node == jl_true) {
+ NEW_C_CODE_2(str, "true");
+ } else if (ast_node == jl_false) {
+ NEW_C_CODE_2(str, "false");
+ } else if (jl_is_cpointer(ast_node)) {
+ NEW_C_CODE_3(str, "0x%16x", jl_unbox_voidpointer(ast_node));
+ } else if (jl_is_byte_string(ast_node)) {
+ NEW_C_CODE_3(str, "%s", jl_iostr_data(ast_node));
+ }
+
+#ifdef MIN_TEMPS
+ if (str != NULL) {
+ t->is_constant = true;
+ t->constant = str;
+ t->result_var = ast_node;
+ } else {
+ t->result_var = (jl_value_t*)new_tmp_var();
+ t->is_temporary = true;
+ }
+#else
+ t->result_var = (jl_value_t*)new_tmp_var();
+ t->is_temporary = true;
+ if (str != NULL) {
+ NEW_C_CODE_4(t->epilog, "%s = %s;\n", result_variable_string(t), str);
+ }
+#endif
+ } else {
+ jl_expr_t *ex = (jl_expr_t*)ast_node;
+ t->result_var = (jl_value_t*)new_tmp_var();
+ t->result_var_type = ex->etype;
+ t->is_temporary = true;
+ }
+ }
+ return t;
+}
+
+static void dump_ast_node(ast_node_result_t *t, FILE * fs, std::vector<jl_value_t*>* freeable_local_arrays)
+{
+ for(size_t i=0; i < t->precomputed_children.size(); i++) {
+ dump_ast_node(t->precomputed_children[i], fs, freeable_local_arrays);
+ }
+
+ if (t->prolog != NULL) {
+ fprintf(fs, "%s", t->prolog);
+ }
+
+ for(size_t i=0; i < t->children.size(); i++) {
+ dump_ast_node(t->children[i], fs, freeable_local_arrays);
+ }
+
+ if (t->epilog != NULL) {
+ fprintf(fs, "%s", t->epilog);
+ }
+
+ if (t->return_statement != NULL) {
+ if (freeable_local_arrays != NULL) {
+ for (size_t i = 0; i < freeable_local_arrays->size(); i++) {
+ jl_value_t* s = (*freeable_local_arrays)[i];
+ assert(jl_is_symbol(s));
+ fprintf(fs, "FREEARRAY(%s);\n", ((jl_sym_t*)s)->name);
+ }
+ }
+ fprintf(fs, "%s", t->return_statement);
+ }
+}
+
+static void find_freeable_local_arrays(std::vector<jl_value_t*> return_aliased_arrays,
+std::vector<jl_value_t*>& freeable_local_arrays)
+{
+ for (size_t i = 0; i < cur_func_result->local_arrays.size(); i++) {
+ jl_value_t * s = cur_func_result->local_arrays[i];
+ assert(jl_is_symbol(s));
+ bool aliased = false;
+ for (size_t j = 0; j < return_aliased_arrays.size(); j++) {
+ if (s == return_aliased_arrays[j]) {
+ aliased = true;
+ break;
+ }
+ }
+ if (!aliased) {
+ freeable_local_arrays.push_back(s);
+ }
+ }
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ JL_PRINTF(JL_STDOUT, "\n**** Find freeable local arrays:\n\tReturn alias arrays are:");
+ for (size_t i = 0; i < return_aliased_arrays.size(); i++){
+ jl_value_t *s = return_aliased_arrays[i];
+ JL_PRINTF(JL_STDOUT, " %s", ((jl_sym_t*)s)->name);
+ }
+ JL_PRINTF(JL_STDOUT, "\n\tLocal arrays are:");
+ for (size_t i = 0; i < cur_func_result->local_arrays.size(); i++){
+ jl_value_t *s = cur_func_result->local_arrays[i];
+ JL_PRINTF(JL_STDOUT, " %s", ((jl_sym_t*)s)->name);
+ }
+ JL_PRINTF(JL_STDOUT, "\n\tFreeable local arrays are:");
+ for (size_t i = 0; i < freeable_local_arrays.size(); i++){
+ jl_value_t *s = freeable_local_arrays[i];
+ JL_PRINTF(JL_STDOUT, " %s", ((jl_sym_t*)s)->name);
+ }
+ }
+#endif
+}
+
+static bool in_array(jl_value_t* t, std::vector<jl_value_t*>& a)
+{
+ for (size_t j = 0; j < a.size(); j++){
+ if (t == a[j]) {
+ return true;
+ }
+ }
+ return false;
+}
+
+static void find_return_aliased_array(std::vector<jl_value_t*>& return_aliased_arrays)
+{
+ // Do flow-insensitive alias analysis
+ std::vector<std::pair<jl_value_t*, jl_value_t*> >& aliased_arrays = cur_func_result->aliased_arrays;
+ return_aliased_arrays = cur_func_result->return_arrays;
+ bool changed = true;
+ while (changed) {
+ changed = false;
+ for (size_t i = 0; i < aliased_arrays.size(); i++){
+ jl_value_t *s = NULL;
+ if (in_array(aliased_arrays[i].first, return_aliased_arrays) &&
+ !in_array(aliased_arrays[i].second, return_aliased_arrays)) {
+ s = aliased_arrays[i].second;
+ }
+ if (!in_array(aliased_arrays[i].first, return_aliased_arrays) &&
+ in_array(aliased_arrays[i].second, return_aliased_arrays)) {
+ s = aliased_arrays[i].first;
+ }
+
+ if (s != NULL) {
+ changed = true;
+ return_aliased_arrays.push_back(s);
+ }
+ }
+ }
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ JL_PRINTF(JL_STDOUT, "\n**** Find return alias arrays:\n\tReturn arrays are:");
+ for (size_t i = 0; i < cur_func_result->return_arrays.size(); i++){
+ jl_value_t *s = cur_func_result->return_arrays[i];
+ JL_PRINTF(JL_STDOUT, " %s", ((jl_sym_t*)s)->name);
+ }
+ JL_PRINTF(JL_STDOUT, "\n\talias arrays are:");
+ for (size_t i = 0; i < cur_func_result->aliased_arrays.size(); i++){
+ jl_value_t *s1 = cur_func_result->aliased_arrays[i].first;
+ jl_value_t *s2 = cur_func_result->aliased_arrays[i].second;
+ JL_PRINTF(JL_STDOUT, " (%s, %s)", ((jl_sym_t*)s1)->name, ((jl_sym_t*)s2)->name);
+ }
+ JL_PRINTF(JL_STDOUT, "\n\tReturn alias arrays are:");
+ for (size_t i = 0; i < return_aliased_arrays.size(); i++){
+ jl_value_t *s = return_aliased_arrays[i];
+ JL_PRINTF(JL_STDOUT, " %s", ((jl_sym_t*)s)->name);
+ }
+ }
+#endif
+}
+
+static void dump_func(FILE* fs, ast_node_result_t *func_result)
+{
+ cur_func_result = func_result;
+
+ fprintf(fs, "%s\n{\n", func_result->signature);
+
+ for (size_t i = 0; i < func_result->local_vars_declaration.size(); i++) {
+ fprintf(fs, "%s", func_result->local_vars_declaration[i]);
+ }
+
+ fprintf(fs, "\n// Initializing arrays\n");
+ for (size_t i = 0; i < func_result->arrays_initialization.size(); i++) {
+ fprintf(fs, "%s", func_result->arrays_initialization[i]);
+ }
+
+ std::vector<jl_value_t*> return_aliased_arrays; // all the arrays that may aliased with the return arrays
+ find_return_aliased_array(return_aliased_arrays);
+
+ std::vector<jl_value_t*> freeable_local_arrays; // all the local arrays that can be freed at return
+ find_freeable_local_arrays(return_aliased_arrays, freeable_local_arrays);
+
+ dump_ast_node(func_result, fs, &freeable_local_arrays);
+
+ fprintf(fs, "}\n\n");
+}
+
+static void dump_a_call_to_root_func(FILE* fs)
+{
+ char *p;
+ for (p = cur_func_result->signature; !(*p == ' ' && *(p+1) == '('); p++);
+ for (p--; *p != ' '; p--);
+ for (; !(*p == ' ' && *(p+1) == '('); p++) {
+ fprintf(fs, "%c", *p);
+ }
+ p += 2;
+ fprintf(fs, "(");
+ for (; *p; p++) {
+ while (*p != ',' && *p != ')') { p++; }
+ p--; while (isblank(*p)) p--;
+ p--; while (!isblank(*p)) p--;
+ p++;
+ while (*p != ',' && *p != ')') { fprintf(fs, "%c", *p); p++; }
+ fprintf(fs, "%c", *p);
+ }
+
+ fprintf(fs, ";\n");
+}
+
+static void dump_entry_function(FILE* fs, ast_node_result_t *func_result)
+{
+ cur_func_result = func_result;
+
+ // Create a function that can be called externally, and it initiates offloading to Xeon Phi
+ fprintf(fs, "extern \"C\" ");
+
+ char *p;
+ for (p = cur_func_result->signature; !(*p == ' ' && *(p+1) == '('); p++) {
+ fprintf(fs, "%c", *p);
+ }
+ p++;
+
+ fprintf(fs, "_(int run_where");
+ p++;
+ if (*p != ')') {
+ fprintf(fs, ", ");
+ }
+ for (; *p != ')'; p++) {
+ fprintf(fs, "%c", *p);
+ }
+ fprintf(fs, ") {\n");
+
+ if (return_array_str != NULL && *return_array_str != 0) {
+ // if the return is an array, that array space must have been allocated in the Julia heap, and the pointer
+ // and the size of the array (# array elements) must be passed to C function so that we can fill contents into the space.
+
+ fprintf(fs, "if (run_where >= 0) {\n");
+ fprintf(fs, "%s ret_return;\n", return_array_str);
+ fprintf(fs, "%s ret_temp;\n", return_array_str);
+#ifndef ICC13
+ fprintf(fs, "%s ret_temp2;\n", return_array_str);
+#endif
+ fprintf(fs, "int prod_index;\n");
+ fprintf(fs, "int outsize;\n");
+
+ fprintf(fs, "#pragma offload %s inout(out_ret_dims:length(num_dims)) nocopy(ret_temp)\n{\n", offload_clauses);
+ fprintf(fs, "ret_temp = ", return_array_str);
+ dump_a_call_to_root_func(fs);
+ fprintf(fs, "}\n");
+ fprintf(fs, "outsize = out_ret_dims[0];\n");
+ fprintf(fs, "for(prod_index = 1; prod_index < num_dims; ++prod_index) outsize *= out_ret_dims[prod_index];\n");
+ fprintf(fs, "%s just_for_size;\n",return_array_str);
+ fprintf(fs, "int array_elem_size = sizeof(*just_for_size);\n");
+ fprintf(fs, "ret_return = (%s)malloc(outsize * array_elem_size);\n",return_array_str);
+#ifdef ICC13
+ fprintf(fs, "#pragma offload in(outsize) out(ret_return[0:outsize]) nocopy(ret_temp)\n{\n");
+ fprintf(fs, "memcpy(ret_return,ret_temp,outsize * array_elem_size);\n");
+ //fprintf(fs, "free(ret_temp);\n");
+ fprintf(fs, "}\n");
+#else
+ fprintf(fs, "#pragma offload out(ret_temp2[0:outsize] : into(ret_return[0:outsize]) alloc_if(1) preallocated targetptr) nocopy(ret_temp)\n{\n");
+ fprintf(fs, "ret_temp2 = ret_temp;\n");
+ //fprintf(fs, "free(ret_temp);\n");
+ fprintf(fs, "}\n");
+#endif
+ fprintf(fs, "return ret_return;\n");
+
+ fprintf(fs, "} else {\n");
+ fprintf(fs, "return ");
+ dump_a_call_to_root_func(fs);
+ fprintf(fs, "}\n");
+ }
+ else {
+ assert(return_non_array_str != NULL && *return_non_array_str != 0);
+
+ fprintf(fs, "if (run_where >= 0) {\n");
+ fprintf(fs, "%s ret_return;\n", return_non_array_str);
+ fprintf(fs, "#pragma offload target(mic) %s out(ret_return)\n{\n", offload_clauses);
+ fprintf(fs, "ret_return = ");
+ dump_a_call_to_root_func(fs);
+ fprintf(fs, "}\n");
+ fprintf(fs, "return ret_return;\n");
+ fprintf(fs, "} else {\n");
+ fprintf(fs, "return ");
+ dump_a_call_to_root_func(fs);
+ fprintf(fs, "}\n");
+ }
+ fprintf(fs, "}\n");
+}
+
+// Find out what header files to include
+static void find_includes()
+{
+ // For simplicity, just include the several commonly used ones.
+ // TODO: find out headers based on functions.
+ // Alternative: build a precompile header file that includes all the possible headers
+ char* str;
+ NEW_C_CODE_2(str, "<omp.h>");
+ includes.push_back(str);
+
+// NEW_C_CODE_2(str, "<mkl.h>");
+// includes.push_back(str);
+
+ NEW_C_CODE_2(str, "<stdint.h>");
+ includes.push_back(str);
+
+// NEW_C_CODE_2(str, "\"offload.h\"");
+// includes.push_back(str);
+
+ NEW_C_CODE_2(str, "<math.h>");
+ includes.push_back(str);
+
+ char *home = getenv("JULIA_ROOT");
+
+ NEW_C_CODE_3(str, "\"%s/test/j2c/pse-types.h\"", home);
+ includes.push_back(str);
+
+ NEW_C_CODE_3(str, "\"%s/test/j2c/pse-types.c\"", home);
+ includes.push_back(str);
+}
+
+static void dump_includes_types(FILE* fs)
+{
+ for (size_t i = 0; i < includes.size(); i++) {
+ fprintf(fs, "#include %s\n", includes[i]);
+ }
+
+ fprintf(fs, "\n#ifdef DEBUGJ2C\n#include <stdio.h>\n#endif\n\n");
+
+ for (size_t i = 0; i < types_declaration.size(); i++) {
+ fprintf(fs, "%s", types_declaration[i]);
+ }
+}
+
+static void j2c_copy(ast_node_result_t* l, char *r)
+{
+#ifdef MIN_TEMPS
+ l->is_constant = true;
+ l->constant = r;
+#else
+ NEW_C_CODE_4(l->epilog, "%s = %s;\n", result_variable_string(l), r);
+#endif
+}
+
+static void j2c_create_func_signature(jl_lambda_info_t *lam, jl_expr_t *ast, jl_codectx_t *ctx)
+{
+ std::string funcName = lam->name->name;
+ char *func_id_name = c_identifier(funcName.c_str());
+ char *module_name = lam->module->name->name;
+
+ // For arrays: for the root func, prepend a _ in its name
+ // For non-root funcs, arrays have already been wrapped into *_array.
+ char *str, *offload;
+ std::stringstream extra_dimension_args;
+ ast_node_result_t* result = get_ast_node_result((jl_value_t *)ast, ctx);
+ bool is_root_func = result->is_root_func;
+ jl_value_t *jlrettype = jl_ast_rettype(lam, (jl_value_t*)ast);
+ bool return_array = jl_is_array_type(jlrettype);
+ if (is_root_func) {
+ if (return_array) { sprintf(return_array_str, "%s", type_name(jlrettype)); *return_non_array_str = '\0'; }
+ else { *return_array_str = '\0'; sprintf(return_non_array_str, "%s", type_name(jlrettype)); }
+ NEW_C_CODE_4(result->signature, "%s %s (", type_name(jlrettype), func_id_name);
+ offload = offload_clauses;
+ } else {
+ if (return_array) {
+ NEW_C_CODE_5(result->signature, "%s_array julia_%s_%s(",
+ c_identifier(element_type_name(jlrettype)), module_name, func_id_name);
+
+ } else {
+ NEW_C_CODE_5(result->signature, "%s julia_%s_%s(",
+ type_name(jlrettype), module_name, func_id_name);
+ }
+ }
+
+ jl_array_t *largs = jl_lam_args(ast);
+ size_t largslen = jl_array_dim0(largs);
+ size_t array_dims_index = 1;
+ for(size_t i=0; i < largslen; i++) {
+ jl_value_t *jt = jl_tupleref(lam->specTypes,i);
+ bool is_array = jl_is_array_type(jt);
+ jl_sym_t *s = jl_decl_var(jl_cellref(largs,i));
+ if (i > 0) {
+ CONTINUE_C_CODE_2(str, ", ");
+ }
+ if (!is_root_func && is_array) {
+ CONTINUE_C_CODE_4(str, "%s_array %s", element_type_name(jt), c_identifier(s->name));
+ } else {
+ CONTINUE_C_CODE_5(str, "%s %s%s", type_name(jt), is_array ? "_" : "", c_identifier(s->name));
+ }
+
+ if (is_root_func && is_array) {
+ // Add the dimensions of the array
+ jl_value_t *p1 = jl_tparam1(jt);
+ assert(jl_is_long(p1));
+
+ size_t nd = jl_unbox_long(p1);
+ if (argument_inout(s, ctx)) {
+ sprintf(offload, "inout(_%s:length(", c_identifier(s->name));
+ } else {
+ sprintf(offload, "in(_%s:length(", c_identifier(s->name));
+ }
+ offload += strlen(offload);
+
+ for (size_t j = 0; j < nd; j++) {
+ if (j == 0) {
+ sprintf(offload, "__N%ld", array_dims_index);
+ } else {
+ sprintf(offload, "*__N%ld", array_dims_index);
+ }
+ offload += strlen(offload);
+ extra_dimension_args << ", int64_t __N" << array_dims_index++;
+ //CONTINUE_C_CODE_3(str, ", int64_t __N%ld", array_dims_index++);
+ }
+ sprintf(offload, ")) ");
+ offload += strlen(offload);
+ assert(offload - offload_clauses + 2 <= MAX_OFFLOAD_CLAUSES_LEN);
+ }
+ }
+ CONTINUE_C_CODE_3(str,"%s", extra_dimension_args.str().c_str());
+ if(return_array && is_root_func) {
+ CONTINUE_C_CODE_2(str,", int32_t num_dims, int32_t * out_ret_dims");
+ }
+ CONTINUE_C_CODE_3(str,"%s", ")");
+}
+
+static void j2c_unary_scalar_op(jl_value_t *ast_node, const char* op, jl_value_t *x, jl_codectx_t *ctx, type_conversion_t TC)
+{
+ // TODO: handle TC
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* x1 = get_ast_node_result(x, ctx);
+ CONNECT_PARENT_CHILD(result, x1);
+
+ if (!strcmp(op, "not_int")) {
+ // bitwise negation. But if it is for boolean, just do !
+ if (x1->result_var_type == (jl_value_t*)jl_bool_type) {
+ NEW_C_CODE_3(scratch_str, "!(%s)", result_variable_string(x1));
+ } else {
+ NEW_C_CODE_3(scratch_str, "(uint32_t)(%s) ^ (uint32_t)(-1)", result_variable_string(x1));
+ }
+ } else {
+ NEW_C_CODE_4(scratch_str, "%s (%s)", op, result_variable_string(x1));
+ }
+ j2c_copy(result, scratch_str);
+}
+
+static void j2c_binary_scalar_op(jl_value_t *ast_node, jl_value_t *x, const char* op, jl_value_t* y,
+jl_codectx_t *ctx, type_conversion_t TC)
+{
+ // TODO: handle TC
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* x1 = get_ast_node_result(x, ctx);
+ ast_node_result_t* y1 = get_ast_node_result(y, ctx);
+ CONNECT_PARENT_CHILD(result, x1);
+ CONNECT_PARENT_CHILD(result, y1);
+
+ NEW_C_CODE_5(scratch_str, "(%s) %s (%s)", result_variable_string(x1), op, result_variable_string(y1));
+ j2c_copy(result, scratch_str);
+}
+
+static void j2c_checked_add_sub_mul(const char *intrinsic_name, jl_value_t *ast_node, jl_value_t *x, jl_value_t* y,
+jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* x1 = get_ast_node_result(x, ctx);
+ ast_node_result_t* y1 = get_ast_node_result(y, ctx);
+ CONNECT_PARENT_CHILD(result, x1);
+ CONNECT_PARENT_CHILD(result, y1);
+
+ NEW_C_CODE_5(scratch_str, "%s(%s, %s)", intrinsic_name, result_variable_string(x1), result_variable_string(y1));
+ j2c_copy(result, scratch_str);
+}
+
+static void j2c_sitofp(jl_value_t *ast_node, jl_value_t *f, jl_value_t* i, jl_codectx_t *ctx, type_conversion_t TC)
+{
+ // f is a type like "Float64". i is an integer value.
+
+ // TODO: handle TC and fp precision indicated by f
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* f1 = get_ast_node_result(f, ctx);
+ ast_node_result_t* i1 = get_ast_node_result(i, ctx);
+ CONNECT_PARENT_CHILD(result, f1);
+ CONNECT_PARENT_CHILD(result, i1);
+
+ NEW_C_CODE_3(scratch_str, "(double)(%s)", result_variable_string(i1));
+ j2c_copy(result, scratch_str);
+}
+
+static void j2c_fpext(jl_value_t *ast_node, jl_value_t *d, jl_value_t* f, jl_codectx_t *ctx, type_conversion_t TC)
+{
+ // d is a type like "Float64". f is a value.
+
+ // TODO: handle TC and fp precision indicated by f
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* f1 = get_ast_node_result(f, ctx);
+ ast_node_result_t* d1 = get_ast_node_result(d, ctx);
+ CONNECT_PARENT_CHILD(result, f1);
+ CONNECT_PARENT_CHILD(result, d1);
+
+ NEW_C_CODE_3(scratch_str, "(double)(%s)", result_variable_string(f1));
+ j2c_copy(result, scratch_str);
+}
+
+// select_value(c, u, v) is translated to c ? u : v;
+static void j2c_select_value(jl_value_t *ast_node, jl_value_t *c, jl_value_t* u, jl_value_t* v, jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* c1 = get_ast_node_result(c, ctx);
+ ast_node_result_t* u1 = get_ast_node_result(u, ctx);
+ ast_node_result_t* v1 = get_ast_node_result(v, ctx);
+ CONNECT_PARENT_CHILD(result, c1);
+ CONNECT_PARENT_CHILD(result, u1);
+ CONNECT_PARENT_CHILD(result, v1);
+
+ NEW_C_CODE_5(scratch_str, "(%s)?(%s):(%s)", result_variable_string(c1), result_variable_string(u1), result_variable_string(v1));
+ j2c_copy(result, scratch_str);
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ JL_PRINTF(JL_STDOUT, "** select_value: %s\n", scratch_str);
+ }
+#endif
+}
+
+// TODO: merge this func with fpext, as they are basically the same structure
+static void j2c_fptrunc(jl_value_t *ast_node, jl_value_t *f, jl_value_t* d, jl_codectx_t *ctx, type_conversion_t TC)
+{
+ // d is a type like "Float64". f is a value.
+
+ // TODO: handle TC and fp precision indicated by f
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* f1 = get_ast_node_result(f, ctx);
+ ast_node_result_t* d1 = get_ast_node_result(d, ctx);
+ CONNECT_PARENT_CHILD(result, f1);
+ CONNECT_PARENT_CHILD(result, d1);
+
+ NEW_C_CODE_3(scratch_str, "(float)(%s)", result_variable_string(d1));
+ j2c_copy(result, scratch_str);
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ JL_PRINTF(JL_STDOUT, "** fptrunc: %s\n", scratch_str);
+ }
+#endif
+}
+
+static void j2c_box_unbox(jl_value_t *ast_node, jl_value_t *targ, jl_value_t *x, jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* x1 = get_ast_node_result(x, ctx);
+ CONNECT_PARENT_CHILD(result, x1);
+
+ jl_value_t* et = expr_type(targ, ctx);
+ ASSERT(!jl_is_array_type(et), ast_node, "box of array not handled");
+
+ if (jl_is_type_type(et)) {
+ jl_value_t *p = jl_tparam0(et);
+ if (jl_is_leaf_type(p)) {
+ // in case the corresponding c type has not been created
+ create_c_type(p);
+ NEW_C_CODE_4(scratch_str, "(%s)(%s)", type_name(p), result_variable_string(x1));
+ j2c_copy(result, scratch_str);
+ goto end_box_unbox;
+ }
+ }
+ ASSERT(false, et, "box-unbox: unhandled type");
+
+end_box_unbox: ;
+}
+
+static void j2c_nan_dom_err(jl_value_t *ast_node, jl_value_t *x, jl_value_t *y, jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* x1 = get_ast_node_result(x, ctx);
+ CONNECT_PARENT_CHILD(result, x1);
+ ast_node_result_t* y1 = get_ast_node_result(y, ctx);
+
+ // x and y must be float scalar. So directly copy
+ ASSERT(!jl_is_array_type(result->result_var_type), ast_node, "nan_dom_err: result must be scalar");
+ ASSERT(!jl_is_array_type(x1->result_var_type), ast_node, "nan_dom_err: input must be scalar");
+
+ // Rather than throw, we can use assert, which enables us to generate a release and test version of C code
+/* NEW_C_CODE_6(result->epilog, "if (isnan(%s) && !isnan(%s)) {\nthrow domain_error(\"Nan domain error\");\n}%s = %s;\n",
+ result_variable_string(x1),
+ result_variable_string(y1),
+ result_variable_string(result),
+ result_variable_string(x1)
+ ); */
+ NEW_C_CODE_6(result->epilog, "assert(!isnan(%s) || isnan(%s));\n%s = %s;\n",
+ result_variable_string(x1),
+ result_variable_string(y1),
+ result_variable_string(result),
+ result_variable_string(x1)
+ );
+
+ // TODO: In AST, move any exception inlcuding nan_dom_err
+ // to a wrapper function, so that this function can be optimized aggressively. Question: if
+ // instead, we put these statements into try catch in this function, can this function still be
+ // be optimized aggressively?
+}
+
+static bool j2c_special_ccall(char *f_name, char *f_lib, jl_value_t **args, size_t nargs, jl_codectx_t *ctx, jl_value_t* ast_node)
+{
+ if (f_lib==NULL && f_name && !strcmp(f_name,"jl_alloc_array_1d")) {
+ assert(nargs == 7);
+ jl_value_t *array_type = args[4];
+ jl_value_t *array_size = args[6];
+
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* size = get_ast_node_result(array_size, ctx);
+ CONNECT_PARENT_CHILD(result, size);
+
+ char* etype_name = element_type_name(array_type);
+ NEW_C_CODE_5(result->epilog, "%s = new_%s_array_1d(NULL, %s);\n",
+ result_variable_string(result), c_identifier(etype_name), result_variable_string(size));
+
+ cur_func_result->local_arrays.push_back(result->result_var);
+ return true;
+ }
+
+ if (f_lib==NULL && f_name && !strcmp(f_name,"jl_alloc_array_2d")) {
+ assert(nargs == 9);
+ jl_value_t *array_type = args[4];
+ jl_value_t *array_size1 = args[6];
+ jl_value_t *array_size2 = args[8];
+
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* size1 = get_ast_node_result(array_size1, ctx);
+ ast_node_result_t* size2 = get_ast_node_result(array_size2, ctx);
+ CONNECT_PARENT_CHILD(result, size1);
+ CONNECT_PARENT_CHILD(result, size2);
+
+ char* etype_name = element_type_name(array_type);
+ NEW_C_CODE_6(result->epilog, "%s = new_%s_array_2d(NULL, %s, %s);\n",
+ result_variable_string(result), c_identifier(etype_name), result_variable_string(size1), result_variable_string(size2));
+
+ cur_func_result->local_arrays.push_back(result->result_var);
+ return true;
+ }
+
+ if (f_lib==NULL && f_name && !strcmp(f_name,"jl_new_array")) {
+ assert(nargs == 7);
+ jl_value_t *array_type_data = expr_type(args[2], ctx);
+ assert(jl_is_datatype(array_type_data));
+
+ jl_datatype_t *dv = (jl_datatype_t*)array_type_data;
+ assert(!strcmp(dv->name->name->name, "Type"));
+ assert(dv->parameters);
+ assert(jl_tuple_len(dv->parameters) == 1);
+
+ jl_value_t *array_type = jl_tupleref(dv->parameters, 0);
+
+ jl_value_t *array_size = args[6];
+
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* size = get_ast_node_result(array_size, ctx);
+ CONNECT_PARENT_CHILD(result, size);
+
+ jl_value_t* size_type = size->result_var_type;
+ ASSERT(jl_is_tuple(size_type), size_type, "Tuple expected for the size in jl_new_array");
+
+ char* etype_name = element_type_name(array_type);
+ size_t nd = jl_tuple_len(size_type);
+ NEW_C_CODE_5(result->epilog, "%s = new_%s_array_%dd(NULL", result_variable_string(result), c_identifier(etype_name), nd);
+ size_t i;
+ for (i = 0; i < nd; i++) {
+ CONTINUE_C_CODE_4(scratch_str, ", %s.f%d", result_variable_string(size), i+1);
+ }
+// for (; i < MAX_ARRAY_DIMS; i++) {
+// CONTINUE_C_CODE_2(scratch_str, ", 1");
+// }
+
+ CONTINUE_C_CODE_2(scratch_str, ");\n");
+ cur_func_result->local_arrays.push_back(result->result_var);
+ return true;
+ }
+
+ return false;
+}
+
+static void j2c_ccall(char *f_name, char *f_lib, Value *jl_ptr, void *fptr, jl_value_t **args, size_t nargs, jl_codectx_t *ctx, jl_value_t* ast_node)
+{
+ // TODO: handle jl_ptr and fptr case.
+ assert(jl_ptr == NULL);
+ assert(fptr == NULL);
+
+ // Handle some special calls separately
+ if (j2c_special_ccall(f_name, f_lib, args, nargs, ctx, ast_node)) return;
+
+ // TODO: use f_lib to add link directives like "-lm" for linking.
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ char *func_id_name = c_identifier(f_name);
+ NEW_C_CODE_4(result->epilog, "%s = %s(", result_variable_string(result), func_id_name);
+ char* str;
+ for(size_t i=4; i < nargs+1; i+=2) {
+ jl_value_t *argi = args[i];
+ if (jl_is_expr(argi) && ((jl_expr_t*)argi)->head == amp_sym) {
+ argi = jl_exprarg(argi,0);
+ }
+ ast_node_result_t* a = get_ast_node_result(argi, ctx);
+ CONNECT_PARENT_CHILD(result, a);
+
+ PREPARE_TO_CONTINUE_C_CODE;
+ if (i == 4) {
+ NEW_C_CODE_3(str, "%s", result_variable_string(a));
+ } else {
+ NEW_C_CODE_3(str, ", %s", result_variable_string(a));
+ }
+ }
+ PREPARE_TO_CONTINUE_C_CODE;
+ NEW_C_CODE_2(str, ");\n");
+}
+
+static void j2c_known_call(jl_function_t *ff, jl_value_t **args, size_t nargs, jl_codectx_t *ctx, jl_value_t *expr)
+{
+ if (!jl_is_symbol(args[0])) {
+ WARN(false, args[0], "j2c_known_call: args[0] is not a symbol. NOT handled. Check if IR is correct.");
+ } else {
+ jl_sym_t *sym = (jl_sym_t*)args[0];
+ if (!strcmp(sym->name, "colon")) {
+ if (nargs == 2) {
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ ast_node_result_t* start = get_ast_node_result(args[1], ctx);
+ ast_node_result_t* stop = get_ast_node_result(args[2], ctx);
+ CONNECT_PARENT_CHILD(result, start);
+ CONNECT_PARENT_CHILD(result, stop);
+
+ char *str;
+ NEW_C_CODE_5(str, "(%s) {%s, %s}", type_name(result->result_var_type), result_variable_string(start), result_variable_string(stop));
+ j2c_copy(result, str);
+ return;
+ }
+ }
+ if (!strcmp(sym->name, "promote_shape")) {
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ ast_node_result_t* shape1 = get_ast_node_result(args[1], ctx);
+ ast_node_result_t* shape2 = get_ast_node_result(args[2], ctx);
+ CONNECT_PARENT_CHILD(result, shape1);
+ CONNECT_PARENT_CHILD(result, shape2);
+ ast_node_result_t* shape_a = shape1;
+
+ // TODO: This has to be a runtime function. Leave for future.
+ /*
+ jl_value_t *a = args[1];
+ jl_value_t *b = args[2];
+ size_t len_a = jl_tuple_len(a);
+ size_t len_b = jl_tuple_len(b);
+ if (len_a < len_b) {
+ a = args[2];
+ b = args[1];
+ len_a = jl_tuple_len(a);
+ len_b = jl_tuple_len(b);
+ shape_a = shape2;
+ }
+ assert(len_a > 0);
+ for (size_t i = 0; i < len_b; i++) {
+ if (i == 0) {
+ NEW_C_CODE_6(result->epilog, "assert(%s.f%d == %s.f%d);\n", jl_tupleref(a, i), i, jl_tupleref(b, i), i);
+ } else {
+ char *str;
+ CONTINUE_C_CODE_6(str, "assert(%s.f%d == %s.f%d);\n", jl_tupleref(a, i), i, jl_tupleref(b, i), i);
+ }
+ }
+ for (size_t i = len_b; i < len_a; i++) {
+ if (i == 0) {
+ NEW_C_CODE_4(result->epilog, "assert(%s.f%d == 1);\n", jl_tupleref(a, i), i);
+ } else {
+ char *str;
+ CONTINUE_C_CODE_4(str, "assert(%s.f%d == 1);\n", jl_tupleref(a, i), i);
+ }
+ }
+ */
+
+ char *str;
+ NEW_C_CODE_3(str, "%s", result_variable_string(shape_a));
+ j2c_copy(result, str);
+ return;
+ }
+ else {
+ // We should have generated these functions
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ std::vector<char*> strs;
+ //std::vector<jl_value_t*> types;
+ for (size_t i = 1; i <= nargs; i++) {
+ ast_node_result_t* a = get_ast_node_result(args[i], ctx);
+ strs.push_back(result_variable_string(a)); //result_variable_string may modify c code buffer, that is why we have to get all arguments strings beforehand
+ }
+
+ char *start, *str;
+ NEW_C_CODE_4(start, "julia_%s_%s(", ff->linfo->module->name->name, c_identifier(sym->name));
+ for (size_t i = 1; i <= nargs; i++) {
+ ast_node_result_t* a = get_ast_node_result(args[i], ctx);
+ CONNECT_PARENT_CHILD(result, a);
+ if (i > 1) {
+ CONTINUE_C_CODE_2(str, ",");
+ }
+ CONTINUE_C_CODE_3(str, " %s", strs[i - 1]);
+ }
+ CONTINUE_C_CODE_2(str, ")");
+ j2c_copy(result, start);
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+// JL_PRINTF(JL_STDOUT, "** other known call: %s\n", start);
+ }
+#endif
+ return;
+ }
+ }
+}
+
+static void j2c_throw(jl_codectx_t *ctx, jl_value_t* ast_node)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ NEW_C_CODE_2(result->epilog, "assert(false);\n");
+}
+
+static void j2c_is(jl_value_t *arg1, jl_value_t *arg2, jl_codectx_t *ctx, jl_value_t* ast_node)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* a1 = get_ast_node_result(arg1, ctx);
+ ast_node_result_t* a2 = get_ast_node_result(arg2, ctx);
+ CONNECT_PARENT_CHILD(result, a1);
+ CONNECT_PARENT_CHILD(result, a2);
+
+ char *str;
+ NEW_C_CODE_4(str, "%s == %s", result_variable_string(a1), result_variable_string(a2));
+ j2c_copy(result, str);
+}
+
+static void j2c_assignment(jl_value_t *l, jl_value_t *r, jl_codectx_t *ctx, jl_value_t *ast_node)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* left = get_ast_node_result(l, ctx);
+ ast_node_result_t* right = get_ast_node_result(r, ctx);
+ CONNECT_PARENT_CHILD(result, left);
+ CONNECT_PARENT_CHILD(result, right);
+
+ j2c_copy(result, left, right, ctx);
+}
+
+// return a tuple containing the dimensions of the array
+static void j2c_arraysize(jl_value_t *a, uint32_t index, jl_codectx_t *ctx, jl_value_t *ast_node)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* a1 = get_ast_node_result(a, ctx);
+ CONNECT_PARENT_CHILD(result, a1);
+
+ NEW_C_CODE_4(scratch_str, "ARRAYSIZE(%s, %d)", result_variable_string(a1), index);
+ j2c_copy(result, scratch_str);
+}
+
+// return the number of elements in an array
+static void j2c_arraylen(jl_value_t *a, jl_codectx_t *ctx, jl_value_t *ast_node)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* a1 = get_ast_node_result(a, ctx);
+ CONNECT_PARENT_CHILD(result, a1);
+
+ NEW_C_CODE_3(scratch_str, "ARRAYLEN(%s)", result_variable_string(a1));
+ j2c_copy(result, scratch_str);
+}
+
+static void j2c_tuple(jl_value_t *e, size_t n, jl_codectx_t *ctx, jl_value_t *type)
+{
+ ast_node_result_t* result = get_ast_node_result(e, ctx);
+ char *start, *str;
+ NEW_C_CODE_4(result->epilog, "%s = (%s) {", result_variable_string(result), type_name(type));
+ for (size_t i = 0; i < n; i++) {
+ jl_value_t* arg = jl_exprarg(e,i+1);
+ ast_node_result_t* arg1 = get_ast_node_result(arg, ctx);
+ CONNECT_PARENT_CHILD(result, arg1);
+ if (i == 0) CONTINUE_C_CODE_3(str, "%s", result_variable_string(arg1))
+ else CONTINUE_C_CODE_3(str, ", %s", result_variable_string(arg1))
+ }
+ CONTINUE_C_CODE_2(str, "};\n");
+ //j2c_copy(result, start);
+}
+
+static void j2c_tupleref(jl_value_t *arg1, jl_value_t *arg2, jl_codectx_t *ctx, jl_value_t *ast_node)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* a1 = get_ast_node_result(arg1, ctx);
+ ast_node_result_t* a2 = get_ast_node_result(arg2, ctx);
+ CONNECT_PARENT_CHILD(result, a1);
+ CONNECT_PARENT_CHILD(result, a2);
+
+ char *str;
+ NEW_C_CODE_4(str, "%s.f%s", result_variable_string(a1), result_variable_string(a2));
+ j2c_copy(result, str);
+}
+
+// TODO: looks this function is not necessary
+static void j2c_condition(jl_value_t *cond, int value, jl_codectx_t *ctx)
+{
+ ast_node_result_t* cond1 = get_ast_node_result(cond, ctx);
+ NEW_C_CODE_4(cond1->epilog, "%s = %d;\n", result_variable_string(cond1), value);
+}
+
+static void j2c_gotoifnot(jl_value_t *cond, int labelname, jl_codectx_t *ctx, jl_value_t *ast_node)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* cond1 = get_ast_node_result(cond, ctx);
+ CONNECT_PARENT_CHILD(result, cond1);
+
+ NEW_C_CODE_4(result->epilog, "if (!(%s)) goto label%d;\n", result_variable_string(cond1), labelname);
+}
+
+static void j2c_labelnode(jl_value_t *expr, jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ int labelname = jl_labelnode_label(expr);
+ NEW_C_CODE_3(result->prolog, "label%d:\n", labelname);
+}
+
+static void j2c_body(jl_value_t *body, jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(body, ctx);
+
+ for (size_t j = 0; j < jl_array_len(body); j++) {
+ jl_value_t *stmt;
+ if (((jl_array_t*)body)->ptrarray)
+ stmt = jl_cellref(body, j);
+ else
+ stmt = jl_arrayref((jl_array_t*)body,j);
+
+ ast_node_result_t* stmt1 = get_ast_node_result(stmt, ctx);
+ CONNECT_PARENT_CHILD(result, stmt1);
+ }
+}
+
+static void j2c_array_ptr(jl_value_t *ast_node, jl_value_t **args, jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* array = get_ast_node_result(args[4], ctx);
+ CONNECT_PARENT_CHILD(result, array);
+
+ NEW_C_CODE_3(scratch_str, "(%s).data", result_variable_string(array));
+ j2c_copy(result, scratch_str);
+}
+
+static void j2c_linenode(jl_value_t *expr, jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ int lno = jl_linenode_line(expr);
+ if (cur_source_file != NULL) {
+ NEW_C_CODE_4(result->prolog, "\n# %d \"%s\"\n", lno, cur_source_file->name);
+ } else {
+ NEW_C_CODE_3(result->prolog, "\n# %d \n", lno);
+ }
+}
+
+// Note: line sym is not line node
+static void j2c_linesym(jl_value_t *expr, jl_codectx_t *ctx)
+{
+ int32_t line = jl_unbox_long(jl_exprarg(expr, 0));
+ jl_sym_t *file = (jl_sym_t*)jl_exprarg(expr, 1);
+ cur_source_file = file;
+
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ NEW_C_CODE_4(result->prolog, "\n# %d \"%s\"\n", line, file->name);
+}
+
+static char* get_subscript(ast_node_result_t* a, size_t nd, jl_value_t **args, size_t nidxs, jl_codectx_t *ctx)
+{
+ assert(nidxs > 0);
+ assert(nidxs <= 2); //so far, pse-types.h defines up to 2D array, but it can extended to arbitrary dimensions.
+
+ size_t k;
+ for(k=0; k < nidxs; k++) {
+ ast_node_result_t* argk = get_ast_node_result(args[k], ctx);
+ if(k == 0) {
+ NEW_C_CODE_3(scratch_str, "%s", result_variable_string(argk));
+ } else {
+ CONTINUE_C_CODE_3(scratch_str1, ", %s", result_variable_string(argk));
+ }
+ }
+/* for(; k < 2; k++) {
+ CONTINUE_C_CODE_2(scratch_str1, ", 1");
+ } */
+ return scratch_str;
+}
+
+static void j2c_arrayset(jl_value_t *a, jl_value_t *v, size_t nd, jl_value_t **args,
+size_t nidxs, jl_codectx_t *ctx, jl_value_t *ast_node, bool inbounds)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* a1 = get_ast_node_result(a, ctx);
+ ast_node_result_t* v1 = get_ast_node_result(v, ctx);
+ CONNECT_PARENT_CHILD(result, a1);
+ CONNECT_PARENT_CHILD(result, v1);
+ char* subscript = get_subscript(a1, nd, args, nidxs, ctx);
+#if CHECK_BOUNDS==1
+ bool bc = !inbounds && (ctx->boundsCheck.empty() || ctx->boundsCheck.back()==true);
+ if (bc) {
+ NEW_C_CODE_4(result->epilog, "ARRAYBOUNDSCHECK(%s, %s);\n",
+ result_variable_string(a1), subscript);
+ CONTINUE_C_CODE_5(scratch_str, "ARRAYELEM(%s, %s) = %s;\n",
+ result_variable_string(a1), subscript, result_variable_string(v1));
+ goto end_arrayset;
+ }
+#endif
+
+ NEW_C_CODE_5(result->epilog, "ARRAYELEM(%s, %s) = %s;\n",
+ result_variable_string(a1), subscript, result_variable_string(v1));
+
+end_arrayset: ;
+// JL_PRINTF(JL_STDOUT, "** arrayset: %s\n", result->epilog);
+}
+
+static void j2c_arrayref(jl_value_t *a, size_t nd, jl_value_t **args,
+size_t nidxs, jl_codectx_t *ctx, jl_value_t *ast_node, bool inbounds)
+{
+ ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* a1 = get_ast_node_result(a, ctx);
+ CONNECT_PARENT_CHILD(result, a1);
+ char* subscript = get_subscript(a1, nd, args, nidxs, ctx);
+#if CHECK_BOUNDS==1
+ bool bc = !inbounds && (ctx->boundsCheck.empty() || ctx->boundsCheck.back()==true);
+ if (bc) {
+ NEW_C_CODE_4(result->epilog, "ARRAYBOUNDSCHECK(%s, %s);\n",
+ result_variable_string(a1), subscript);
+ CONTINUE_C_CODE_5(scratch_str, "%s = ARRAYELEM(%s, %s);\n", result_variable_string(result),
+ result_variable_string(a1), subscript);
+ goto end_arrayref;
+ }
+#endif
+ NEW_C_CODE_4(scratch_str, "ARRAYELEM(%s, %s)", result_variable_string(a1), subscript);
+ j2c_copy(result, scratch_str);
+
+end_arrayref: ;
+// JL_PRINTF(JL_STDOUT, "** arrayref: %s\n", scratch_str);
+}
+
+static void j2c_goto(jl_value_t *expr, jl_codectx_t *ctx)
+{
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ int labelname = jl_gotonode_label(expr);
+ NEW_C_CODE_3(result->prolog, "goto label%d;\n", labelname);
+
+// JL_PRINTF(JL_STDOUT, "** goto: %s\n", result->prolog);
+}
+
+static void j2c_return(jl_value_t *stmt, jl_codectx_t *ctx, bool is_root_func)
+{
+ ast_node_result_t *t = get_ast_node_result(stmt, ctx);
+ jl_expr_t *ex = (jl_expr_t*)stmt;
+ jl_value_t *arg = jl_exprarg(ex,0);
+ ast_node_result_t *t1 = get_ast_node_result(arg, ctx);
+ CONNECT_PARENT_CHILD(t, t1);
+ bool is_null_return = t1->ast_node != NULL && jl_is_tuple(t1->ast_node) && jl_tuple_len(t1->ast_node)==0;
+ char * return_var_name = is_null_return ? (char*)"" : result_variable_string(t1);
+ bool is_array = (jl_is_array_type(t1->result_var_type) && !t1->made_scalar);
+
+ char * str;
+ NEW_C_CODE_2(t->return_statement, "\n#ifdef DEBUGJ2C\n");
+ if (jl_is_array_type(t1->result_var_type)) {
+ if (t1->made_scalar) {
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ CONTINUE_C_CODE_3(str, "printf(\"Return is: %%e\\n\",%s);\n", return_var_name);
+ }
+#endif
+ } else {
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ CONTINUE_C_CODE_4(str, "printf(\"Return is: %%e\\n\", sum_%s_array(%s));\n",
+ c_identifier(element_type_name(t1->result_var_type)), return_var_name);
+ }
+#endif
+ }
+ } else {
+ //CONTINUE_C_CODE_3(str, "printf(\"Return is: %%e\\n\",%s);\n", return_var_name);
+ }
+ CONTINUE_C_CODE_2(str, "#endif\n\n");
+ if (is_array && is_root_func) {
+ CONTINUE_C_CODE_2(str, "{ \n");
+ CONTINUE_C_CODE_2(str, "int i;\n");
+ CONTINUE_C_CODE_3(str, "for(i=0;i<%s.num_dim;++i)\n",return_var_name);
+ CONTINUE_C_CODE_3(str, "out_ret_dims[i] = %s.dims[i];\n",return_var_name);
+ CONTINUE_C_CODE_2(str, "} \n");
+ CONTINUE_C_CODE_3(str, "return %s.data;\n", return_var_name);
+ } else {
+ CONTINUE_C_CODE_3(str, "return %s;\n", return_var_name);
+ }
+ if (is_array) {
+ cur_func_result->return_arrays.push_back(t1->result_var);
+ }
+}
+
+static void j2c_getfield(jl_value_t *data, jl_binding_t **pbnd, jl_codectx_t *ctx, jl_value_t* ast_node)
+{
+ // we cannot handle unknown binding.
+ ASSERT(pbnd != NULL, ast_node, "Getfield: binding pointer must be known");
+ ast_node_result_t *result = get_ast_node_result(ast_node, ctx);
+ char *str;
+ NEW_C_CODE_3(str, "%s", (*pbnd)->name->name);
+ j2c_copy(result, str);
+}
+
+static void j2c_jlcall(jl_codectx_t *ctx, jl_value_t *expr)
+{
+ // we are compiling jl functions. So just call them
+ jl_expr_t *ex = (jl_expr_t*)expr;
+ jl_value_t **args = &jl_cellref(ex->args,0);
+ size_t nargs = jl_array_len(ex->args);
+ char *module_name = "Base"; // default module where symbol should resolve to
+
+ if (jl_is_symbol(args[0])) {
+ jl_sym_t * sym = (jl_sym_t*)args[0];
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ if (!strcmp(sym->name, "broadcast!")) {
+ ast_node_result_t* a1 = get_ast_node_result(args[1], ctx);
+ CONNECT_PARENT_CHILD(result, a1);
+ ast_node_result_t* a2 = get_ast_node_result(args[2], ctx);
+ CONNECT_PARENT_CHILD(result, a2);
+ NEW_C_CODE_4(result->epilog, "%s(%s", c_identifier(result_variable_string(a1)), result_variable_string(a2));
+ for (size_t i = 3; i < nargs; i++) {
+ ast_node_result_t* a = get_ast_node_result(args[i], ctx);
+ CONNECT_PARENT_CHILD(result, a);
+ CONTINUE_C_CODE_3(scratch_str, ", %s", result_variable_string(a));
+ }
+ CONTINUE_C_CODE_2(scratch_str, ");\n");
+ CONTINUE_C_CODE_4(scratch_str, "%s = %s;\n", result_variable_string(result), result_variable_string(a2));
+ return;
+
+ } else {
+ char *start, *str;
+ NEW_C_CODE_4(start, "julia_%s_%s(", module_name, c_identifier(sym));
+ for (size_t i = 1; i < nargs; i++) {
+ ast_node_result_t* a = get_ast_node_result(args[i], ctx);
+ CONNECT_PARENT_CHILD(result, a);
+ if (i == 1) {
+ CONTINUE_C_CODE_3(str, "%s", result_variable_string(a));
+ } else {
+ CONTINUE_C_CODE_3(str, ", %s", result_variable_string(a));
+ }
+ }
+
+ CONTINUE_C_CODE_2(str, ")");
+ j2c_copy(result, start);
+ return;
+ }
+ } else if (jl_is_getfieldnode(args[0])) {
+ // TODO: turn on the test of the modules of broadcast_shape
+ //if (!strcmp(jl_getfieldnode_val(args[0]), "Base.Broadcast")) {
+ if (!strcmp(jl_getfieldnode_name(args[0])->name, "broadcast_shape")) {
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ ast_node_result_t* shape1 = get_ast_node_result(args[1], ctx);
+ ast_node_result_t* shape2 = get_ast_node_result(args[2], ctx);
+ CONNECT_PARENT_CHILD(result, shape1);
+ CONNECT_PARENT_CHILD(result, shape2);
+ // TODO: generate assertions that the two input arrays of this function have
+ // exactly the same dimensions
+
+ // ISSUE: Somehow, if you jl_is_array(shape1->result_var), you get a different answer
+ // from jl_is_array_type(shape1->result_var_type). The latter is correct.
+ if (jl_is_array_type(shape1->result_var_type)) {
+ jl_value_t* result_type = result->result_var_type; //expr_type(expr, ctx);
+ JL_PRINTF(JL_STDOUT, "&&& here is\n");
+ jl_static_show(JL_STDOUT, result_type);
+ JL_PRINTF(JL_STDOUT, "&&& tttt is\n");
+ jl_static_show(JL_STDOUT, expr_type(expr, ctx));
+ // in case the corresponding c type has not been created
+ create_c_type(result_type);
+ ASSERT(jl_is_tuple(result_type), result_type, "Tuple type is expected to return from broadcast_shape");
+
+ NEW_C_CODE_4(result->epilog, "%s = (%s) {", result_variable_string(result), type_name(result_type));
+ size_t nd = jl_tuple_len(result_type);
+ for (size_t i = 0; i < nd; i++) {
+ if (i > 0) CONTINUE_C_CODE_2(scratch_str, ",");
+ CONTINUE_C_CODE_4(scratch_str, " ARRAYSIZE(%s, %d)", result_variable_string(shape1), i + 1)
+ }
+ CONTINUE_C_CODE_2(scratch_str, "};\n");
+ return;
+ }
+ }
+ //}
+ }
+
+ J2C_UNIMPL("emit jlcall: others");
+}
+
+static void dump_func_signatures(FILE* fs)
+{
+
+ fprintf(fs, "\n// Pre-declare all functions in case of recursive calls\n");
+ for (size_t i = 0; i < functions.size(); i++) {
+ fprintf(fs, "%s;\n", functions[i]->signature);
+ }
+ fprintf(fs, "\n");
+}
+
+static void j2c_getfield(jl_value_t *data, jl_sym_t *name, jl_codectx_t *ctx, jl_value_t* ast_node)
+{
+ ast_node_result_t *result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t *d = get_ast_node_result(data, ctx);
+ char *str;
+ NEW_C_CODE_4(str, "%s.%s", result_variable_string(d), name->name);
+ j2c_copy(result, str);
+}
+
+static void j2c_new_sym(jl_value_t *ty, size_t na, jl_value_t **args, jl_codectx_t *ctx, jl_value_t* ast_node)
+{
+ ast_node_result_t *result = get_ast_node_result(ast_node, ctx);
+ NEW_C_CODE_3(scratch_str, "(%s) {", type_name(ty));
+ for(size_t i=0; i < na; i++) {
+ ast_node_result_t *a = get_ast_node_result(args[i+1], ctx);
+ CONNECT_PARENT_CHILD(result, a);
+ if (i == 0) {
+ CONTINUE_C_CODE_3(scratch_str1, "%s", result_variable_string(a));
+ } else {
+ CONTINUE_C_CODE_3(scratch_str1, ", %s", result_variable_string(a));
+ }
+ }
+ CONTINUE_C_CODE_2(scratch_str1, "}");
+ j2c_copy(result, scratch_str);
+
+#ifdef J2C_VERBOSE
+ if (enable_j2c_verbose) {
+ JL_PRINTF(JL_STDOUT, "** new_sym: %s\n", scratch_str);
+ }
+#endif
+}
+
+int intel_j2c_mode = 1;
+extern "C" DLLEXPORT
+void set_j2c_mode(int value) {
+ printf("set_j2c_mode is deprecated!!!!!!!!!!!!\n");
+ intel_j2c_mode = value;
+}
+
+static void j2c_dump_all_funcs()
+{
+ // First, gather includes, and global types
+ find_includes();
+ declare_types();
+
+ FILE* fs = fopen("temporary", "w");
+ dump_includes_types(fs);
+
+ dump_func_signatures(fs);
+
+ for (size_t i = 0; i < functions.size(); i++) {
+ if (functions[i]->is_root_func) {
+ dump_entry_function(fs, functions[i]);
+ }
+ dump_func(fs, functions[i]);
+ }
+
+ fclose(fs);
+
+ char *home = getenv("JULIA_ROOT");
+
+ // We generate everything in C, but there is a problem: there can be polmorphic definitions
+ // of the functions with the same name. To handle this issue, we output the file as C++,
+ // to make use of its function overloading functionality. However, must guarantee that
+ // all the structs we generate are Plain Old Data (POD), so that we do not have offload issue
+ // to Xeon Phi.
+ char command[1000];
+ sprintf(command,"bcpp temporary > %s/j2c/out.cpp 2> /dev/null", home);
+ if (system(command) == -1) {
+ JL_PRINTF(JL_STDOUT, "Beautifying output failed\n");
+ sprintf(command,"mv temporary %s/j2c/out.cpp", home);
+ system(command);
+ }
+ system("rm -f temporary");
+
+ // Remove the output library so that if compilation fails it wno't silently run a previous version.
+ sprintf(command,"rm -f %s/j2c/libout.so.1.0", home);
+ system(command);
+
+ //To debug the generate code, uncomment the following
+ bool debug_j2c = true;
+ // compile out.cpp
+ sprintf(command, "gcc -O3 -openmp -fpic -c -o %s/j2c/out.o %s/j2c/out.cpp %s", home, home, debug_j2c ? "-DDEBUGJ2C" : "", home);
+ system(command);
+ sprintf(command,"gcc -shared -Wl,-soname,libout.so.1 -o %s/j2c/libout.so.1.0 %s/j2c/out.o -lc", home, home);
+ system(command);
+}
+
+// Boundscheck: this seems needed only by get_field. To do in future for emit_bounds_check()
diff --git a/src/j2c.h b/src/j2c.h
new file mode 100644
index 0000000000000..5753e1c3d162c
--- /dev/null
+++ b/src/j2c.h
@@ -0,0 +1,98 @@
+#ifndef J2C_H
+#define J2C_H
+
+// Minimize the temporaries generated in C
+#define MIN_TEMPS
+
+// Verbose output during generating C
+#define J2C_VERBOSE
+
+// Build a table mapping a type to its name string.
+// Later we can generate C declarations of the types based on this table.
+
+/* Example:
+ * type struct1
+ * a::Array{Float64, 2}
+ * b::Int64
+ * end
+ * ==>
+ * entry is_field jt c_name
+ * 0 0 Float64 "double"
+ * 1 0 Array{Float64,2} "double*"
+ * 2 0 Int64 "int64"
+ * 3 0 struct1 "struct struct1"
+ * 4 1 2 (#fields of struct1) ""
+ * 5 1 1 (entry 1: first field) "a"
+ * 6 1 2 (entry 2: 2nd field) "b"
+ */
+
+// Type in C. For an array, it is wrapped to the "*_array" struct defined in pse-types.h.
+// If the array element type is "struct x", then array is "structx_array". So we also remember
+// that prefix "structx" here.
+typedef struct {
+ int is_field : 1;
+ int is_struct: 1;
+ int is_array : 1;
+ int declared : 1; // This type has already been written into a C file.
+ jl_value_t * jt;
+ char * c_name; // points to some position in the c_code buffer
+ char * array_prefix; // if is_array
+} type_table_t;
+
+
+typedef enum type_conversion { TC_FT, TC_FP, TC_INTT, TC_INT } type_conversion_t;
+
+// Every AST node has the folloowing struct to record its result, the
+// C statements generated for it and its children nodes. We
+// walk the AST tree, and gather all the info from this struct to compose
+// the final C program.
+
+typedef struct _ast_node_result_t ast_node_result_t;
+struct _ast_node_result_t{
+ jl_value_t* ast_node; // the AST node this data structure is for
+ bool return_result; // if the result will be returned from the function
+ bool is_temporary; // it is a temporary variable if it is used exactly once
+ bool is_constant;
+ bool made_scalar; // make it a scalar variable if it is an array temporary var but can be a scalar after fusion
+ bool is_root_func; // if this is the ast node for a root function
+ jl_value_t* result_var; // result variable of this node. It must be either a symbol, or a constant
+ jl_value_t* result_var_type;
+
+ // ast_node_results is a tree
+ ast_node_result_t* parent;
+ std::vector<ast_node_result_t*> precomputed_children; // the children that are not fused and must be pre-computed before this node
+ std::vector<ast_node_result_t*> children; // the other children
+
+ ast_node_result_t* representative;
+ char* constant; // if is_constant
+
+ char * prolog; // C statments before the children, but after the precomputed_children
+ char * epilog; // C statements after the children
+ char * return_statement; // C statement for return only
+
+ // Only for a function AST node
+ char * signature;
+ std::vector<char*> local_vars_declaration;
+ std::vector<char*> arrays_initialization;
+ std::vector<jl_value_t*> return_arrays;
+ std::vector<jl_value_t*> local_arrays; // Remember this since all but one of the local arrays need to free their memory before the function returns
+ std::vector<std::pair<jl_value_t*, jl_value_t*> > aliased_arrays; // If A=B, then A and B are aliased
+
+ std::string private_vars;
+
+ // Below are info for fusion.
+ size_t num_dims_fused; // the number of dimensions fused, starting from the outermost dimension.
+};
+
+#define CONNECT_PARENT_CHILD(p, c) { \
+ p->children.push_back(c); \
+ c->parent = p; \
+}
+
+#define CONNECT_PARENT_PRECOMPUTED_CHILD(p, c) { \
+ p->precomputed_children.push_back(c); \
+ c->parent = p; \
+}
+
+extern bool j2c_arena_allocation;
+#endif
diff --git a/src/jltypes.c b/src/jltypes.c
index b2b61cb53a491..ca353dc47bc21 100644
--- a/src/jltypes.c
+++ b/src/jltypes.c
@@ -2718,7 +2718,7 @@ extern void jl_init_int32_int64_cache(void);
void jl_init_types(void)
{
// create base objects
- jl_datatype_type = jl_new_uninitialized_datatype(14);
+ jl_datatype_type = jl_new_uninitialized_datatype(15);
jl_datatype_type->type = (jl_value_t*)jl_datatype_type;
jl_typename_type = jl_new_uninitialized_datatype(4);
jl_sym_type = jl_new_uninitialized_datatype(0);
@@ -2993,7 +2993,7 @@ void jl_init_types(void)
jl_lambda_info_type =
jl_new_datatype(jl_symbol("LambdaStaticData"),
jl_any_type, jl_null,
- jl_tuple(14, jl_symbol("ast"), jl_symbol("sparams"),
+ jl_tuple(15, jl_symbol("ast"), jl_symbol("sparams"),
jl_symbol("tfunc"), jl_symbol("name"),
jl_symbol("roots"),
/* jl_symbol("specTypes"),
@@ -3003,14 +3003,16 @@ void jl_init_types(void)
jl_symbol("module"), jl_symbol("def"),
jl_symbol("capt"),
jl_symbol("file"), jl_symbol("line"),
+ jl_symbol("j2cflag"),
jl_symbol("inferred")),
- jl_tuple(14, jl_any_type, jl_tuple_type,
+ jl_tuple(15, jl_any_type, jl_tuple_type,
jl_any_type, jl_sym_type,
jl_any_type, jl_tuple_type,
jl_any_type, jl_array_any_type,
jl_module_type, jl_any_type,
jl_any_type,
jl_sym_type, jl_int32_type,
+ jl_int32_type,
jl_bool_type),
0, 1);
jl_lambda_info_type->fptr = jl_f_no_function;
diff --git a/src/julia.expmap b/src/julia.expmap
index 9cc43859c2c26..be35c1004e924 100644
--- a/src/julia.expmap
+++ b/src/julia.expmap
@@ -1,5 +1,6 @@
{
global:
+ set_j2c_verbose;
alloc_*w;
allocobj;
asprintf;
diff --git a/src/julia.h b/src/julia.h
index 6985d8bbd328a..de808e48944f3 100644
--- a/src/julia.h
+++ b/src/julia.h
@@ -146,6 +146,7 @@ typedef struct _jl_lambda_info_t {
jl_value_t *capt; // captured var info
jl_sym_t *file;
int32_t line;
+ int32_t j2cflag; // high-to-low [j2c?][inline?]
int8_t inferred;
// hidden fields:
@@ -160,6 +161,8 @@ typedef struct _jl_lambda_info_t {
int32_t cFunctionID; // index that this cFunction will have in the codegen table
} jl_lambda_info_t;
+#define J2C_FLAG_J2C(flag) (((flag) & 0x2) == 0x2)
+
#define LAMBDA_INFO_NW (NWORDS(sizeof(jl_lambda_info_t))-1)
#define JL_FUNC_FIELDS \
@@ -714,6 +717,7 @@ DLLEXPORT void *jl_unbox_voidpointer(jl_value_t *v);
// structs
DLLEXPORT int jl_field_index(jl_datatype_t *t, jl_sym_t *fld, int err);
+DLLEXPORT jl_value_t *jl_get_field(jl_value_t *v, char *fld);
DLLEXPORT jl_value_t *jl_get_nth_field(jl_value_t *v, size_t i);
DLLEXPORT jl_value_t *jl_get_nth_field_checked(jl_value_t *v, size_t i);
DLLEXPORT void jl_set_nth_field(jl_value_t *v, size_t i, jl_value_t *rhs);
diff --git a/test/j2c.jl b/test/j2c.jl
new file mode 100644
index 0000000000000..e7665a9b6bca7
--- /dev/null
+++ b/test/j2c.jl
@@ -0,0 +1,56 @@
+function getenv(var::String)
+ val = ccall( (:getenv, "libc"), Ptr{Uint8}, (Ptr{Uint8},), bytestring(var))
+ if val == C_NULL
+ error("getenv: undefined variable: ", var)
+ end
+ bytestring(val)
+end
+
+function inline(function_name, signature)
+ m = methods(function_name, signature)
+ if length(m) < 1
+ error("Method for ", function_name, " with signature ", signature, " is not found")
+ end
+ def = m[1].func.code
+ if def.j2cflag & 2 == 2
+ error("method for ", function_name, " with signature ", signature, " cannot be inlined because it requires J2C compilation")
+ end
+ def.j2cflag = convert(Int32, 1)
+end
+
+function offload(function_name, signature)
+ m = methods(function_name, signature)
+ def = m[1].func.code
+ def.j2cflag = convert(Int32, 2)
+end
+
+julia_root = getenv("JULIA_ROOT")
+libname = string(julia_root, "/j2c/libout.so.1.0")
+println(libname)
+
+function sumOfThree(N::Int)
+ a=[ (i*N+j)*11.0 for i=1:N, j=1:N]
+ b=[ (i*N+j)*22.0 for i=1:N, j=1:N]
+ c=[ (i*N+j)*33.0 for i=1:N, j=1:N]
+ d=a+b+c
+ return d
+end
+
+offload(sumOfThree, (Int,))
+# warm up, will trigger j2c compilation, but will not run
+sumOfThree(1)
+
+@eval function j2c_sumOfThree(N::Int)
+ ret_out_dims = zeros(Cint, 1)
+ result = ccall((:sumOfThree_, $(libname)), Ptr{Float64}, (Int, Int, Int, Ptr{Cint},), -1, N, 1, ret_out_dims)
+ rod64 = convert(Array{Int,1}, ret_out_dims)
+ reshape(pointer_to_array(result,prod(ret_out_dims),true),tuple(rod64...))
+end
+
+for sizea = 1:1 #100
+ N = sizea * 1000
+ println("\n****Matrix size: ", N, "*", N)
+ d=j2c_sumOfThree(N)
+ println("sum=", sum(d))
+end
+
diff --git a/test/j2c/pse-types.c b/test/j2c/pse-types.c
new file mode 100644
index 0000000000000..b5df8fc361a6a
--- /dev/null
+++ b/test/j2c/pse-types.c
@@ -0,0 +1,148 @@
+#define DEF_C_ARRAY(ELEMENT_TYPE, TYPENAME) \
+TYPENAME##_array inline new_##TYPENAME##_array_1d(ELEMENT_TYPE* _data, unsigned _N1) { \
+ TYPENAME##_array a; \
+ if (_data == NULL) a.data = (ELEMENT_TYPE*)malloc(sizeof(ELEMENT_TYPE)*_N1); \
+ else a.data = _data; \
+ a.num_dim = 1; \
+ a.dims[0] = _N1; \
+ return a; \
+} \
+TYPENAME##_array inline new_##TYPENAME##_array_2d(ELEMENT_TYPE* _data, unsigned _N1, unsigned _N2) { \
+ TYPENAME##_array a; \
+ if (_data == NULL) a.data = (ELEMENT_TYPE*)malloc(sizeof(ELEMENT_TYPE)*_N1*_N2); \
+ else a.data = _data; \
+ a.num_dim = 2; \
+ a.dims[0] = _N1; \
+ a.dims[1] = _N2; \
+ return a; \
+} \
+TYPENAME##_array inline new_##TYPENAME##_array_3d(ELEMENT_TYPE* _data, unsigned _N1, unsigned _N2, unsigned _N3) { \
+ TYPENAME##_array a; \
+ if (_data == NULL) a.data = (ELEMENT_TYPE*)malloc(sizeof(ELEMENT_TYPE)*_N1*_N2*_N3); \
+ else a.data = _data; \
+ a.num_dim = 3; \
+ a.dims[0] = _N1; \
+ a.dims[1] = _N2; \
+ a.dims[2] = _N3; \
+ return a; \
+} \
+TYPENAME##_array inline new_##TYPENAME##_array_4d(ELEMENT_TYPE* _data, unsigned _N1, unsigned _N2, unsigned _N3, unsigned _N4) { \
+ TYPENAME##_array a; \
+ if (_data == NULL) a.data = (ELEMENT_TYPE*)malloc(sizeof(ELEMENT_TYPE)*_N1*_N2*_N3*_N4); \
+ else a.data = _data; \
+ a.num_dim = 4; \
+ a.dims[0] = _N1; \
+ a.dims[1] = _N2; \
+ a.dims[2] = _N3; \
+ a.dims[3] = _N4; \
+ return a; \
+} \
+ELEMENT_TYPE inline sum_##TYPENAME##_array(TYPENAME##_array a) { \
+ unsigned i; \
+ ELEMENT_TYPE sum = 0; \
+ ELEMENT_TYPE *cur = a.data; \
+ unsigned len = ARRAYLEN(a); \
+ for(i = 0; i < len; ++i) { \
+ sum += *(cur++); \
+ } \
+ return sum; \
+}\
+ELEMENT_TYPE inline print_##TYPENAME##_array(TYPENAME##_array a) { \
+ unsigned i; \
+ ELEMENT_TYPE sum = 0; \
+ ELEMENT_TYPE *cur = a.data; \
+ unsigned len = ARRAYLEN(a); \
+ for(i = 0; i < len; ++i) { \
+ printf("%f ", *(cur++)); \
+ } \
+ printf("\n");\
+}\
+ELEMENT_TYPE inline fillex_##TYPENAME##_array(TYPENAME##_array a, TYPENAME x) { \
+ unsigned i; \
+ ELEMENT_TYPE sum = 0; \
+ ELEMENT_TYPE *cur = a.data; \
+ unsigned len = ARRAYLEN(a); \
+ for(i = 0; i < len; ++i) { \
+ *(cur++) = x; \
+ } \
+}\
+void add(TYPENAME##_array& c, TYPENAME##_array& a, TYPENAME##_array& b) {\
+ unsigned i; \
+ ELEMENT_TYPE sum = 0; \
+ ELEMENT_TYPE *cura = a.data; \
+ ELEMENT_TYPE *curb = b.data; \
+ ELEMENT_TYPE *curc = c.data; \
+ unsigned len = ARRAYLEN(a); \
+ assert(ARRAYLEN(b) == len); \
+ assert(ARRAYLEN(c) == len); \
+ for(i = 0; i < len; ++i) { \
+ *(curc++) = *(cura++) + *(curb++); \
+ } \
+}\
+void sub(TYPENAME##_array& c, TYPENAME##_array& a, TYPENAME##_array& b) {\
+ unsigned i; \
+ ELEMENT_TYPE sum = 0; \
+ ELEMENT_TYPE *cura = a.data; \
+ ELEMENT_TYPE *curb = b.data; \
+ ELEMENT_TYPE *curc = c.data; \
+ unsigned len = ARRAYLEN(a); \
+ assert(ARRAYLEN(b) == len); \
+ assert(ARRAYLEN(c) == len); \
+ for(i = 0; i < len; ++i) { \
+ *(curc++) = *(cura++) - *(curb++); \
+ } \
+}\
+void mul(TYPENAME##_array& c, TYPENAME##_array& a, TYPENAME##_array& b) {\
+ unsigned i; \
+ ELEMENT_TYPE sum = 0; \
+ ELEMENT_TYPE *cura = a.data; \
+ ELEMENT_TYPE *curb = b.data; \
+ ELEMENT_TYPE *curc = c.data; \
+ unsigned len = ARRAYLEN(a); \
+ assert(ARRAYLEN(b) == len); \
+ assert(ARRAYLEN(c) == len); \
+ for(i = 0; i < len; ++i) { \
+ *(curc++) = *(cura++) * *(curb++); \
+ } \
+}
+
+int64_t inline sub(int64_t a, int64_t b)
+{
+ return a - b;
+}
+
+// Int operations with overflow check.
+// TODO: implement overlflow check.
+uint64_t inline checked_uadd(uint64_t a, uint64_t b)
+{
+ return a + b;
+}
+
+uint64_t inline checked_usub(uint64_t a, uint64_t b)
+{
+ return a - b;
+}
+
+uint64_t inline checked_umul(uint64_t a, uint64_t b)
+{
+ return a * b;
+}
+
+int64_t inline checked_sadd(int64_t a, int64_t b)
+{
+ return a + b;
+}
+
+int64_t inline checked_ssub(int64_t a, int64_t b)
+{
+ return a - b;
+}
+
+int64_t inline checked_smul(int64_t a, int64_t b)
+{
+ return a * b;
+}
+
+#define ALLOC alloc_if(1) free_if(0)
+#define FREE alloc_if(0) free_if(1)
+#define REUSE alloc_if(0) free_if(0)
diff --git a/test/j2c/pse-types.h b/test/j2c/pse-types.h
new file mode 100644
index 0000000000000..32132edc08197
--- /dev/null
+++ b/test/j2c/pse-types.h
@@ -0,0 +1,56 @@
+#ifndef PSE_ARRAY_H_
+#define PSE_ARRAY_H_
+
+#include <stdlib.h>
+#include <assert.h>
+#include <string.h>
+#include <stdio.h>
+
+#define MAX_DIM 4
+
+// In the C file generated by J2C, some types are hand-written like array here.
+// The others are coverted from Julia types by compiler.
+
+// We have to define Array as a C struct instead of a C++ class, because
+// C++ class cannot be offloaded to MIC
+
+#define DECL_C_ARRAY(ELEMENT_TYPE,TYPENAME) \
+typedef struct { \
+ ELEMENT_TYPE* data; \
+ unsigned num_dim; \
+ unsigned dims[MAX_DIM]; \
+} TYPENAME##_array; \
+TYPENAME##_array inline new_##TYPENAME##_array_1d(ELEMENT_TYPE* _data, unsigned _N1); \
+TYPENAME##_array inline new_##TYPENAME##_array_2d(ELEMENT_TYPE* _data, unsigned _N1, unsigned _N2); \
+TYPENAME##_array inline new_##TYPENAME##_array_3d(ELEMENT_TYPE* _data, unsigned _N1, unsigned _N2, unsigned _N3); \
+TYPENAME##_array inline new_##TYPENAME##_array_4d(ELEMENT_TYPE* _data, unsigned _N1, unsigned _N2, unsigned _N3, unsigned _N4); \
+ELEMENT_TYPE inline sum_##TYPENAME##_array(TYPENAME##_array a);
+
+template <class T>
+unsigned ARRAYLEN(T a) {
+ unsigned ret = a.dims[0];
+ int i;
+ for(i = 1; i < a.num_dim; ++i) {
+ ret *= a.dims[1];
+ }
+ return ret;
+}
+//#define ARRAYLEN(a) (a.N1 * a.N2)
+#define ARRAYSIZE(a, i) (a.dims[i-1])
+#define ARRAYBOUNDSCHECK(a, i) assert(i <= ARRAYLEN(a))
+
+// It seems that the index has been normalized to 1 dimension in jl_f_arrayset/ref
+#define FREEARRAY(a) if (a.data != NULL) { free(a.data); }
+#define INITARRAY(a) a.data = NULL
+
+#define ARRAYELEM1(a, i) (a.data[i - 1])
+#define ARRAYELEM2(a, i, j) (a.data[(i - 1)*a.dims[1] + j - 1])
+
+#define GET_MACRO(_1,_2,_3,NAME,...) NAME
+#define ARRAYELEM(...) GET_MACRO(__VA_ARGS__, ARRAYELEM2, ARRAYELEM1)(__VA_ARGS__)
+
+//#define false 0
+//#define true 1
+//typedef int bool; // or #define bool int
+
+#endif /* PSE_ARRAY_H_ */
From 0c4af121eab6e8fa2e3ec52123606a3711d9b2d2 Mon Sep 17 00:00:00 2001
From: "Paul H. Liu" <hai.liu@intel.com>
Date: Wed, 15 Oct 2014 14:07:55 -0700
Subject: [PATCH 02/11] Add license terms to new files
---
src/j2c-calls.cpp | 23 +++++++++++++++++++++++
src/j2c.cpp | 23 +++++++++++++++++++++++
src/j2c.h | 23 +++++++++++++++++++++++
test/j2c.jl | 20 ++++++++++++++++++++
test/j2c/pse-types.c | 23 +++++++++++++++++++++++
test/j2c/pse-types.h | 23 +++++++++++++++++++++++
6 files changed, 135 insertions(+)
diff --git a/src/j2c-calls.cpp b/src/j2c-calls.cpp
index 8a1cd35ea52fb..46d6726c8a9fc 100644
--- a/src/j2c-calls.cpp
+++ b/src/j2c-calls.cpp
@@ -1,3 +1,26 @@
+/*
+ * Copyright (c) 2014 Intel Corporation
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in
+ * all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ * THE SOFTWARE.
+ *
+ */
+
static char* for_loops_begin(ast_node_result_t* result, size_t from_level, size_t to_level, jl_codectx_t *ctx, bool generate_omp = true)
{
assert(from_level <= to_level);
diff --git a/src/j2c.cpp b/src/j2c.cpp
index 45078d9a7e549..7b695003eaa22 100644
--- a/src/j2c.cpp
+++ b/src/j2c.cpp
@@ -1,3 +1,26 @@
+/*
+ * Copyright (c) 2014 Intel Corporation
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in
+ * all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ * THE SOFTWARE.
+ *
+ */
+
#include <sstream>
#include <float.h>
diff --git a/src/j2c.h b/src/j2c.h
index 5753e1c3d162c..5fcdd92be8e42 100644
--- a/src/j2c.h
+++ b/src/j2c.h
@@ -1,3 +1,26 @@
+/*
+ * Copyright (c) 2014 Intel Corporation
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in
+ * all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ * THE SOFTWARE.
+ *
+ */
+
#ifndef J2C_H
#define J2C_H
diff --git a/test/j2c.jl b/test/j2c.jl
index e7665a9b6bca7..2e1721f02f060 100644
--- a/test/j2c.jl
+++ b/test/j2c.jl
@@ -1,3 +1,23 @@
+# Copyright (c) 2014 Intel Corporation
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in
+# all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+
function getenv(var::String)
val = ccall( (:getenv, "libc"), Ptr{Uint8}, (Ptr{Uint8},), bytestring(var))
if val == C_NULL
diff --git a/test/j2c/pse-types.c b/test/j2c/pse-types.c
index b5df8fc361a6a..6a1741831c5c5 100644
--- a/test/j2c/pse-types.c
+++ b/test/j2c/pse-types.c
@@ -1,3 +1,26 @@
+/*
+ * Copyright (c) 2014 Intel Corporation
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in
+ * all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ * THE SOFTWARE.
+ *
+ */
+
#define DEF_C_ARRAY(ELEMENT_TYPE, TYPENAME) \
TYPENAME##_array inline new_##TYPENAME##_array_1d(ELEMENT_TYPE* _data, unsigned _N1) { \
TYPENAME##_array a; \
diff --git a/test/j2c/pse-types.h b/test/j2c/pse-types.h
index 32132edc08197..d577d262f69d0 100644
--- a/test/j2c/pse-types.h
+++ b/test/j2c/pse-types.h
@@ -1,3 +1,26 @@
+/*
+ * Copyright (c) 2014 Intel Corporation
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in
+ * all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ * THE SOFTWARE.
+ *
+ */
+
#ifndef PSE_ARRAY_H_
#define PSE_ARRAY_H_
From 74c4c85116c87c78a897a59695ab5861ac01f983 Mon Sep 17 00:00:00 2001
From: Hongbo Rong <hongbo.rong@intel.com>
Date: Fri, 5 Dec 2014 20:07:35 -0800
Subject: [PATCH 03/11] revise README. fix the call to bcpp error when bcpp is
not installed
---
j2c/README | 49 +++++++++++++++++++++++++++++++++++++++++++------
src/j2c.cpp | 2 +-
2 files changed, 44 insertions(+), 7 deletions(-)
diff --git a/j2c/README b/j2c/README
index e4ee867f94c96..689799f25e56f 100644
--- a/j2c/README
+++ b/j2c/README
@@ -1,10 +1,47 @@
-First, you need to set JULIA_ROOT environment to the full path to this
-directory. This is where j2c output file, and object file will be stored.
+Julia2C is a source-to-source translator from Julia to C. This initial version converts basic Julia types and expressions into corresponding C types and statements.
-To run J2C example, go to the julia/test directory, run:
+By translating Julia to C, we leverage the high-level abstractions (matrix, vector, ..), which are easier to analyze, and can potentially add the rich extensions of C (like openmp, tbb, ...). The tool may also extend Julia to new architectures where the only available tool chain is for C.
- ../julia j2c.jl
+Usage:
+ User specifies 1 Julia function to be translated into native C.
+ In the Julia code generation phase, J2C recursively compiles this function
+ and all its direct and indirect callees into C. That is, the whole
+ call graph is translated.
+ A C compiler is invoked to translate the C code into a shared library.
+ The original call to the user Julia function is replaced by a call to
+ this shared library.
-It should finish without any error. Check julia/j2c directory for the
-intermediate files during J2C compilation.
+Code Structure:
+ There are two main parts of the code:
+ 1. Traverse the AST tree of a function.
+ This is embedded into codegen.cpp and a few other files to minimize
+ our coding efforts. It is better to make it a self-contained
+ module or external package, though.
+ 2. Map Julia types and AST nodes to C types and statements.
+ This is in j2c.cpp.
+
+An example:
+ 1. (Optional) Install bcpp, a C beautifier
+ sudo apt-get install bcpp // this works on Ubuntu
+
+ 2. Checkout the source.
+ git clone -b j2c https://github.com/IntelLabs/julia.git j2c
+
+ 3. Build
+ cd j2c
+ make
+
+ 4. Run
+ export JULIA_ROOT=$PWD
+ cd test
+ ../julia j2c.jl
+
+ 5. Look at the output file
+ vi ../j2c/out.cpp
+
+ Some notes:
+ (1) offload(sumOfThree, (Int,)) turns J2C flag on for function sumOfthree.
+ (2) sumOfThree(1) invokes code generation for sumOfThree once, where the
+ J2C flag is checked, and the function is J2C'ed.
+ (3) j2c_sumOfThree calls the J2C'ed sumOfThree().
diff --git a/src/j2c.cpp b/src/j2c.cpp
index 7b695003eaa22..ea2479d0f8121 100644
--- a/src/j2c.cpp
+++ b/src/j2c.cpp
@@ -2153,7 +2153,7 @@ static void j2c_dump_all_funcs()
// to Xeon Phi.
char command[1000];
sprintf(command,"bcpp temporary > %s/j2c/out.cpp 2> /dev/null", home);
- if (system(command) == -1) {
+ if (system(command) != 0) {
JL_PRINTF(JL_STDOUT, "Beautifying output failed\n");
sprintf(command,"mv temporary %s/j2c/out.cpp", home);
system(command);
From 8a661ed5b9b93a7414ebcaf2f255ab544f999e97 Mon Sep 17 00:00:00 2001
From: Hongbo Rong <hongbo.rong@intel.com>
Date: Fri, 5 Dec 2014 23:12:26 -0800
Subject: [PATCH 04/11] fix j2c.jl j2c_sumOfThree return array dimension
---
test/j2c.jl | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/test/j2c.jl b/test/j2c.jl
index 2e1721f02f060..8f65a69e7cb90 100644
--- a/test/j2c.jl
+++ b/test/j2c.jl
@@ -61,7 +61,7 @@ offload(sumOfThree, (Int,))
sumOfThree(1)
@eval function j2c_sumOfThree(N::Int)
- ret_out_dims = zeros(Cint, 1)
+ ret_out_dims = zeros(Cint, 2)
result = ccall((:sumOfThree_, $(libname)), Ptr{Float64}, (Int, Int, Int, Ptr{Cint},), -1, N, 1, ret_out_dims)
rod64 = convert(Array{Int,1}, ret_out_dims)
reshape(pointer_to_array(result,prod(ret_out_dims),true),tuple(rod64...))
From 2f5716aefca660c335ab990511b295c9b38b09ac Mon Sep 17 00:00:00 2001
From: h <hongbo.rong@intel.com>
Date: Sun, 7 Dec 2014 11:29:11 -0800
Subject: [PATCH 05/11] Document the current status of J2C
---
j2c/README | 61 ++++++++++++++++++++++++++++++++++++++++++++++++++++--
1 file changed, 59 insertions(+), 2 deletions(-)
diff --git a/j2c/README b/j2c/README
index 689799f25e56f..f6a855844a914 100644
--- a/j2c/README
+++ b/j2c/README
@@ -15,8 +15,7 @@ Code Structure:
There are two main parts of the code:
1. Traverse the AST tree of a function.
This is embedded into codegen.cpp and a few other files to minimize
- our coding efforts. It is better to make it a self-contained
- module or external package, though.
+ our coding efforts.
2. Map Julia types and AST nodes to C types and statements.
This is in j2c.cpp.
@@ -45,3 +44,61 @@ An example:
(2) sumOfThree(1) invokes code generation for sumOfThree once, where the
J2C flag is checked, and the function is J2C'ed.
(3) j2c_sumOfThree calls the J2C'ed sumOfThree().
+
+Current Status:
+ C is a static typed language. Therefore, One must make sure the Julia function
+ to be converted to C is fully typed. We do not have a checker that checks
+ that condition before translation.
+
+ The current release handles only common cases. Search J2C_UNIMPL in src/*.cpp
+ for unimplemented cases.
+
+ However, with the framework provided, it should be easy for you to add new cases.
+ Follow the example of handling arraysize (Other cases are handled in
+ the same way):
+ 1. After the normal LLVM IR codegen is done, add a call to j2c
+
+ Codegen.cpp line 1859:
+ if (in_j2c) j2c_arraysize(args[1], idx, ctx, expr);
+
+ 2. j2c.cpp: add a function for the case.
+ This function builds a result tree, and attaches to it C statements,
+
+ static void j2c_arraysize(jl_value_t *a, uint32_t index, jl_codectx_t *ctx,
+ jl_value_t *expr)
+ {
+ // Build a "result tree", whose structure mimics the AST.
+ // In this case, expr is the expression arraysize(a, index),
+ // and a is the array, which may be an expresssion itself.
+ // The result tree of a has been built before: this is guanranteed
+ // since we have followed the code generation process of LLVM IR, which
+ // handles the argument (a) first before handling arraysize;
+ // during its handling of a, J2C has already been invoked to build
+ // up the result tree for a.
+
+ // We get the result node for each of expr and a, and
+ // connect them as parent-child. The parent-child relationship
+ // is to be used for dumping out the cpp file: all chilldren
+ // must be dumped out before the parent. For example, in this
+ // case, since we must evaluate a first before evaluating
+ // arraysize(a), we will dump the result node of a first.
+
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
+ ast_node_result_t* a1 = get_ast_node_result(a, ctx);
+ CONNECT_PARENT_CHILD(result, a1);
+
+ // Generate a string "t=ARRAYSIZE(a, index)" for the output c file.
+ // Here t is a temporary symbol representing the result of the expression.
+ // To avoid verbose code generation full of such t's, we actually
+ // propagate constants (the string "ARRAYSIZE(a, index)") on the
+ // fly in j2c_copy() and other places.
+
+ NEW_C_CODE_4(scratch_str, "ARRAYSIZE(%s, %d)", result_variable_string(a1), index);
+ j2c_copy(result, scratch_str);
+ }
+
+ J2C is reusing the process of LLVM IR code gneration, and thus Step 1 in the above
+ example is embedded in the LLVM IR code generator (in codegen.cpp).
+ It is better to separate J2C into a self-contained module or external package. In
+ that way, J2C can be invoked anywhere in Julia, not only in the LLVM IR code generation
+ phase.
From 3925a4fb1700a25aeb30f098ddcee3400cd41090 Mon Sep 17 00:00:00 2001
From: h <hongbo.rong@intel.com>
Date: Sun, 7 Dec 2014 11:35:08 -0800
Subject: [PATCH 06/11] minor renaming to align j2c_arraysize with README
---
src/j2c.cpp | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/src/j2c.cpp b/src/j2c.cpp
index ea2479d0f8121..746ea634e7e0a 100644
--- a/src/j2c.cpp
+++ b/src/j2c.cpp
@@ -1734,9 +1734,9 @@ static void j2c_assignment(jl_value_t *l, jl_value_t *r, jl_codectx_t *ctx, jl_v
}
// return a tuple containing the dimensions of the array
-static void j2c_arraysize(jl_value_t *a, uint32_t index, jl_codectx_t *ctx, jl_value_t *ast_node)
+static void j2c_arraysize(jl_value_t *a, uint32_t index, jl_codectx_t *ctx, jl_value_t *expr)
{
- ast_node_result_t* result = get_ast_node_result(ast_node, ctx);
+ ast_node_result_t* result = get_ast_node_result(expr, ctx);
ast_node_result_t* a1 = get_ast_node_result(a, ctx);
CONNECT_PARENT_CHILD(result, a1);
From 36047b7ba1feedbfbb8dabbdf53580218b8fe4a1 Mon Sep 17 00:00:00 2001
From: "Paul H. Liu" <hai.liu@intel.com>
Date: Tue, 6 Jan 2015 21:18:41 -0800
Subject: [PATCH 07/11] Remove run_where in j2c generated output
---
src/j2c.cpp | 52 ++++++----------------------------------------------
1 file changed, 6 insertions(+), 46 deletions(-)
diff --git a/src/j2c.cpp b/src/j2c.cpp
index 746ea634e7e0a..5287644fbdf6c 100644
--- a/src/j2c.cpp
+++ b/src/j2c.cpp
@@ -1115,9 +1115,11 @@ static void dump_entry_function(FILE* fs, ast_node_result_t *func_result)
}
p++;
- fprintf(fs, "_(int run_where");
+ fprintf(fs, "_(");
p++;
- if (*p != ')') {
+ bool first = true;
+ if (*p != ')' && !first) {
+ first = false;
fprintf(fs, ", ");
}
for (; *p != ')'; p++) {
@@ -1128,57 +1130,13 @@ static void dump_entry_function(FILE* fs, ast_node_result_t *func_result)
if (return_array_str != NULL && *return_array_str != 0) {
// if the return is an array, that array space must have been allocated in the Julia heap, and the pointer
// and the size of the array (# array elements) must be passed to C function so that we can fill contents into the space.
-
- fprintf(fs, "if (run_where >= 0) {\n");
- fprintf(fs, "%s ret_return;\n", return_array_str);
- fprintf(fs, "%s ret_temp;\n", return_array_str);
-#ifndef ICC13
- fprintf(fs, "%s ret_temp2;\n", return_array_str);
-#endif
- fprintf(fs, "int prod_index;\n");
- fprintf(fs, "int outsize;\n");
-
- fprintf(fs, "#pragma offload %s inout(out_ret_dims:length(num_dims)) nocopy(ret_temp)\n{\n", offload_clauses);
- fprintf(fs, "ret_temp = ", return_array_str);
- dump_a_call_to_root_func(fs);
- fprintf(fs, "}\n");
- fprintf(fs, "outsize = out_ret_dims[0];\n");
- fprintf(fs, "for(prod_index = 1; prod_index < num_dims; ++prod_index) outsize *= out_ret_dims[prod_index];\n");
- fprintf(fs, "%s just_for_size;\n",return_array_str);
- fprintf(fs, "int array_elem_size = sizeof(*just_for_size);\n");
- fprintf(fs, "ret_return = (%s)malloc(outsize * array_elem_size);\n",return_array_str);
-#ifdef ICC13
- fprintf(fs, "#pragma offload in(outsize) out(ret_return[0:outsize]) nocopy(ret_temp)\n{\n");
- fprintf(fs, "memcpy(ret_return,ret_temp,outsize * array_elem_size);\n");
- //fprintf(fs, "free(ret_temp);\n");
- fprintf(fs, "}\n");
-#else
- fprintf(fs, "#pragma offload out(ret_temp2[0:outsize] : into(ret_return[0:outsize]) alloc_if(1) preallocated targetptr) nocopy(ret_temp)\n{\n");
- fprintf(fs, "ret_temp2 = ret_temp;\n");
- //fprintf(fs, "free(ret_temp);\n");
- fprintf(fs, "}\n");
-#endif
- fprintf(fs, "return ret_return;\n");
-
- fprintf(fs, "} else {\n");
fprintf(fs, "return ");
dump_a_call_to_root_func(fs);
- fprintf(fs, "}\n");
}
else {
assert(return_non_array_str != NULL && *return_non_array_str != 0);
-
- fprintf(fs, "if (run_where >= 0) {\n");
- fprintf(fs, "%s ret_return;\n", return_non_array_str);
- fprintf(fs, "#pragma offload target(mic) %s out(ret_return)\n{\n", offload_clauses);
- fprintf(fs, "ret_return = ");
- dump_a_call_to_root_func(fs);
- fprintf(fs, "}\n");
- fprintf(fs, "return ret_return;\n");
- fprintf(fs, "} else {\n");
fprintf(fs, "return ");
dump_a_call_to_root_func(fs);
- fprintf(fs, "}\n");
}
fprintf(fs, "}\n");
}
@@ -2051,10 +2009,12 @@ static void j2c_jlcall(jl_codectx_t *ctx, jl_value_t *expr)
// from jl_is_array_type(shape1->result_var_type). The latter is correct.
if (jl_is_array_type(shape1->result_var_type)) {
jl_value_t* result_type = result->result_var_type; //expr_type(expr, ctx);
+ /*
JL_PRINTF(JL_STDOUT, "&&& here is\n");
jl_static_show(JL_STDOUT, result_type);
JL_PRINTF(JL_STDOUT, "&&& tttt is\n");
jl_static_show(JL_STDOUT, expr_type(expr, ctx));
+ */
// in case the corresponding c type has not been created
create_c_type(result_type);
ASSERT(jl_is_tuple(result_type), result_type, "Tuple type is expected to return from broadcast_shape");
From ae7d857ea4e2b34e51ef284ab81eeb42620bf326 Mon Sep 17 00:00:00 2001
From: "Paul H. Liu" <hai.liu@intel.com>
Date: Tue, 6 Jan 2015 21:19:28 -0800
Subject: [PATCH 08/11] Fix the problem of being included twice
---
test/j2c/pse-types.c | 3 +++
1 file changed, 3 insertions(+)
diff --git a/test/j2c/pse-types.c b/test/j2c/pse-types.c
index 6a1741831c5c5..241a9db9625ca 100644
--- a/test/j2c/pse-types.c
+++ b/test/j2c/pse-types.c
@@ -20,6 +20,8 @@
* THE SOFTWARE.
*
*/
+#ifndef PSE_TYPES
+#define PSE_TYPES
#define DEF_C_ARRAY(ELEMENT_TYPE, TYPENAME) \
TYPENAME##_array inline new_##TYPENAME##_array_1d(ELEMENT_TYPE* _data, unsigned _N1) { \
@@ -169,3 +171,4 @@ int64_t inline checked_smul(int64_t a, int64_t b)
#define ALLOC alloc_if(1) free_if(0)
#define FREE alloc_if(0) free_if(1)
#define REUSE alloc_if(0) free_if(0)
+#endif
From f3f454032a0b2aff44b70e9b8a7860f112d5d796 Mon Sep 17 00:00:00 2001
From: "Paul H. Liu" <hai.liu@intel.com>
Date: Tue, 6 Jan 2015 21:20:57 -0800
Subject: [PATCH 09/11] Produce a wrapper to j2c function; better examples
---
test/j2c.jl | 147 +++++++++++++++++++++++++++++++++++++++++++++-------
1 file changed, 129 insertions(+), 18 deletions(-)
diff --git a/test/j2c.jl b/test/j2c.jl
index 8f65a69e7cb90..0c8b15a0a3650 100644
--- a/test/j2c.jl
+++ b/test/j2c.jl
@@ -26,6 +26,9 @@ function getenv(var::String)
bytestring(val)
end
+julia_root = getenv("JULIA_ROOT")
+
+# Force inline a function
function inline(function_name, signature)
m = methods(function_name, signature)
if length(m) < 1
@@ -38,15 +41,112 @@ function inline(function_name, signature)
def.j2cflag = convert(Int32, 1)
end
+function typeOfOpr(x)
+ if isa(x, Expr) x.typ
+ elseif isa(x, SymbolNode) x.typ
+ else typeof(x)
+ end
+end
+
+# Convert regular Julia types to make them appropriate for calling C code.
+function convert_to_ccall_typ(typ)
+ # if there a better way to check for typ being an array DataType?
+ if isa(typ, DataType) && typ.name == Array.name
+ # If it is an Array type then convert to Ptr type.
+ return (Ptr{eltype(typ)},ndims(typ))
+ elseif is(typ, ())
+ return (Void, 0)
+ else
+ # Else no conversion needed.
+ return (typ,0)
+ end
+end
+
+# dims is array of arrays from converting the datatype signature
+# ret_dims is an array of dimensions for the reurn type
+function sig_dims_to_args(dims)
+ # add an Int64 argument for each array dimension we have
+ ret = DataType[]
+ for i = 1:length(dims)
+ for j = 1:dims[i]
+ push!(ret, Int64)
+ end
+ end
+ ret
+end
+
+# Convert a whole function signature in a form of a tuple to something appropriate for calling C code.
+function convert_sig(sig)
+ assert(isa(typeof(sig),Tuple)) # make sure we got a tuple
+ new_tuple = Expr(:tuple) # declare the new tuple
+ # fill in the new_tuple args/elements by converting the individual elements of the incoming signature
+ new_tuple.args = [ convert_to_ccall_typ(sig[i])[1] for i = 1:length(sig) ]
+ sig_ndims = [ convert_to_ccall_typ(sig[i])[2] for i = 1:length(sig) ]
+ append!(new_tuple.args,sig_dims_to_args(sig_ndims))
+ return (eval(new_tuple), sig_ndims)
+end
+
function offload(function_name, signature)
+ # get information about code for the given function and signature
+ ct = code_typed(function_name, signature)
+ code = ct[1]
+ # set j2cflag properly
m = methods(function_name, signature)
def = m[1].func.code
def.j2cflag = convert(Int32, 2)
-end
+ # Same the number of statements so we can get the last one.
+ num_stmts = length(ct[1].args[3].args)
+ # Get the return type of the function by looking at the last statement
+ last_stmt = ct[1].args[3].args[num_stmts]
+ if isa(last_stmt, Expr) && is(last_stmt.head, :return)
+ typ = typeOfOpr(last_stmt.args[1])
+ (ret_type,ret_dims) = convert_to_ccall_typ(typ)
+ else
+ error("Last statement is not a return: ", last_stmt)
+ end
-julia_root = getenv("JULIA_ROOT")
-libname = string(julia_root, "/j2c/libout.so.1.0")
-println(libname)
+ proxy_name = string(function_name,"_j2c_proxy")
+ proxy_sym = symbol(proxy_name)
+ j2c_name = string(function_name,"_")
+ dyn_lib = string(julia_root, "/j2c/libout.so.1.0")
+
+ # Convert Arrays in signature to Ptr and add extra arguments for array dimensions
+ (modified_sig, sig_dims) = convert_sig(signature)
+
+ # Create a set of expressions to pass as arguments to specify the array dimension sizes.
+ extra_args = Any[]
+ for(i = 1:length(sig_dims))
+ for(j = 1:sig_dims[i])
+ push!(extra_args, quote size($(code.args[1][i]),$(j)) end)
+ end
+ end
+
+ # Are we returning an array?
+ if (ret_dims > 0)
+ tuple_sig_expr = Expr(:tuple,modified_sig...,Cint,Ptr{Cint})
+ func = @eval function ($proxy_sym)($(code.args[1]...))
+ ret_out_dims = zeros(Cint,$ret_dims)
+ result = ccall(($j2c_name, $dyn_lib), $ret_type, $tuple_sig_expr,
+ $(code.args[1]...), $(extra_args...), $ret_dims, ret_out_dims)
+ if(prod(ret_out_dims) == 0)
+ throw(string("j2c code did not fill in at least one dimension for proxy ", $proxy_name))
+ end
+ rod64 = convert(Array{Int64,1},ret_out_dims)
+ # Convert the result we get back from a pointer to an array.
+ # The total size is the prod of the dimensions in ret_out_dims.
+ # "true" says that Julia owns the returned memory and can free it with regular GC.
+ # After getting array the right size we then reshape it again using ret_out_dims.
+ reshape(pointer_to_array(result,prod(ret_out_dims),true),tuple(rod64...))
+ end
+ else
+ tuple_sig_expr = Expr(:tuple,Cint,modified_sig...)
+ func = @eval function ($proxy_sym)($(code.args[1]...))
+ ccall(($j2c_name, $dyn_lib), $ret_type, $tuple_sig_expr,
+ $(code.args[1]...), $(extra_args...))
+ end
+ end
+ return func
+end
function sumOfThree(N::Int)
a=[ (i*N+j)*11.0 for i=1:N, j=1:N]
@@ -56,21 +156,32 @@ function sumOfThree(N::Int)
return d
end
-offload(sumOfThree, (Int,))
-# warm up, will trigger j2c compilation, but will not run
-sumOfThree(1)
-
-@eval function j2c_sumOfThree(N::Int)
- ret_out_dims = zeros(Cint, 2)
- result = ccall((:sumOfThree_, $(libname)), Ptr{Float64}, (Int, Int, Int, Ptr{Cint},), -1, N, 1, ret_out_dims)
- rod64 = convert(Array{Int,1}, ret_out_dims)
- reshape(pointer_to_array(result,prod(ret_out_dims),true),tuple(rod64...))
+function powOfTwo(a::Array{Float64,2})
+ return a .* a
end
-for sizea = 1:1 #100
- N = sizea * 1000
+# Here is a sample of calling j2c functions directly.
+# libname = string(julia_root, "/j2c/libout.so.1.0")
+# println(libname)
+# @eval function j2c_sumOfThree(N::Int)
+# ret_out_dims = zeros(Cint, 2)
+# result = ccall((:sumOfThree_, $(libname)), Ptr{Float64}, (Int, Int, Ptr{Cint},), N, 1, ret_out_dims)
+# rod64 = convert(Array{Int,1}, ret_out_dims)
+# reshape(pointer_to_array(result,prod(ret_out_dims),true),tuple(rod64...))
+# end
+
+# Alternatively, we may use the offload function to automatically
+# generate the above wrapper.
+j2c_sumOfThree = offload(sumOfThree, (Int,))
+j2c_powOfTwo = offload(powOfTwo, (Array{Float64,2},))
+
+# Warm up, will trigger j2c compilation
+powOfTwo(sumOfThree(1))
+
+for sizea = 1:10 #100
+ N = sizea * 100
println("\n****Matrix size: ", N, "*", N)
- d=j2c_sumOfThree(N)
- println("sum=", sum(d))
+ a=j2c_sumOfThree(N)
+ b=j2c_powOfTwo(a)
+ println("checksum =", sum(a), " ", sum(b))
end
-
From c2286541e954e46ba4a2d2d416afb75f14858d1b Mon Sep 17 00:00:00 2001
From: h <hongbo.rong@intel.com>
Date: Sun, 11 Jan 2015 19:53:18 -0800
Subject: [PATCH 10/11] Add a short tech memo
---
j2c/Julia2C.pdf | Bin 0 -> 171065 bytes
1 file changed, 0 insertions(+), 0 deletions(-)
create mode 100644 j2c/Julia2C.pdf
diff --git a/j2c/Julia2C.pdf b/j2c/Julia2C.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..cd6df7633727caed1fac62c05c394b858e605c74
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HcmV?d00001
From 77c5f13b0193ef8b1942f8d329a05f2a2727d334 Mon Sep 17 00:00:00 2001
From: Hongbo Rong <hongbo.rong@intel.com>
Date: Sun, 11 Jan 2015 20:14:28 -0800
Subject: [PATCH 11/11] check in tech memo again (the last checkin does not
seem to succeed)
---
j2c/Julia2C.pdf | Bin 171065 -> 171065 bytes
1 file changed, 0 insertions(+), 0 deletions(-)
mode change 100644 => 100755 j2c/Julia2C.pdf
diff --git a/j2c/Julia2C.pdf b/j2c/Julia2C.pdf
old mode 100644
new mode 100755
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