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vector_generator.py
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import
argparse
import
regex
import
string
import
type_private_generator
as
tpg
parser
=
argparse
.
ArgumentParser
(
"MLX C vector code generator"
,
add_help
=
False
)
parser
.
add_argument
(
"--implementation"
,
default
=
False
,
action
=
"store_true"
)
parser
.
add_argument
(
"--private"
,
default
=
False
,
action
=
"store_true"
)
args
=
parser
.
parse_args
()
def
replace_match_parenthesis
(
string
,
keyword
,
fun
):
pattern
=
regex
.
compile
(
keyword
+
r"(\((?:[^()]++|(?1))++\))"
)
res
=
[]
pos
=
0
for
m
in
pattern
.
finditer
(
string
):
res
.
append
(
string
[
pos
:
m
.
start
()])
res
.
append
(
fun
(
m
[
1
][
1
:
-
1
]))
pos
=
m
.
end
()
res
.
append
(
string
[
pos
:])
return
""
.
join
(
res
)
decl_code
=
r"""
/**
* A vector of SCTYPE.
*/
typedef struct mlx_vector_SCTYPE_ {
void* ctx;
} mlx_vector_SCTYPE;
mlx_vector_SCTYPE mlx_vector_SCTYPE_new(void);
int mlx_vector_SCTYPE_set(mlx_vector_SCTYPE* vec, const mlx_vector_SCTYPE src);
int mlx_vector_SCTYPE_free(mlx_vector_SCTYPE vec);
mlx_vector_SCTYPE mlx_vector_SCTYPE_new_data(CTYPE* data, size_t size);
mlx_vector_SCTYPE mlx_vector_SCTYPE_new_value(CTYPE val);
int mlx_vector_SCTYPE_set_data(
mlx_vector_SCTYPE* vec,
CTYPE* data,
size_t size);
int mlx_vector_SCTYPE_set_value(mlx_vector_SCTYPE* vec, CTYPE val);
int mlx_vector_SCTYPE_append_data(
mlx_vector_SCTYPE vec,
CTYPE* data,
size_t size);
int mlx_vector_SCTYPE_append_value(mlx_vector_SCTYPE vec, CTYPE val);
size_t mlx_vector_SCTYPE_size(mlx_vector_SCTYPE vec);
int mlx_vector_SCTYPE_get(
RETURN_CTYPE res,
const mlx_vector_SCTYPE vec,
size_t idx);
"""
impl_code
=
r"""
extern "C" mlx_vector_SCTYPE mlx_vector_SCTYPE_new(void) {
try {
return mlx_vector_SCTYPE_new_({});
} catch (std::exception& e) {
mlx_error(e.what());
return mlx_vector_SCTYPE_new_();
}
}
extern "C" int mlx_vector_SCTYPE_set(
mlx_vector_SCTYPE* vec,
const mlx_vector_SCTYPE src) {
try {
mlx_vector_SCTYPE_set_(*vec, mlx_vector_SCTYPE_get_(src));
} catch (std::exception& e) {
mlx_error(e.what());
return 1;
}
return 0;
}
extern "C" int mlx_vector_SCTYPE_free(mlx_vector_SCTYPE vec) {
try {
mlx_vector_SCTYPE_free_(vec);
} catch (std::exception& e) {
mlx_error(e.what());
return 1;
}
return 0;
}
extern "C" mlx_vector_SCTYPE mlx_vector_SCTYPE_new_data(
CTYPE* data,
size_t size) {
try {
auto vec = mlx_vector_SCTYPE_new();
for (size_t i = 0; i < size; i++) {
mlx_vector_SCTYPE_get_(vec).push_back(C_TO_CPP(data[i]));
}
return vec;
} catch (std::exception& e) {
mlx_error(e.what());
return mlx_vector_SCTYPE_new_();
}
}
extern "C" mlx_vector_SCTYPE mlx_vector_SCTYPE_new_value(CTYPE val) {
try {
return mlx_vector_SCTYPE_new_({C_TO_CPP(val)});
} catch (std::exception& e) {
mlx_error(e.what());
return mlx_vector_SCTYPE_new_();
}
}
extern "C" int
mlx_vector_SCTYPE_set_data(mlx_vector_SCTYPE* vec_, CTYPE* data, size_t size) {
try {
std::vector<CPPTYPE> cpp_arrs;
for (size_t i = 0; i < size; i++) {
cpp_arrs.push_back(C_TO_CPP(data[i]));
}
mlx_vector_SCTYPE_set_(*vec_, cpp_arrs);
} catch (std::exception& e) {
mlx_error(e.what());
return 1;
}
return 0;
}
extern "C" int mlx_vector_SCTYPE_set_value(mlx_vector_SCTYPE* vec_, CTYPE val) {
try {
mlx_vector_SCTYPE_set_(*vec_, std::vector<CPPTYPE>({C_TO_CPP(val)}));
} catch (std::exception& e) {
mlx_error(e.what());
return 1;
}
return 0;
}
extern "C" int
mlx_vector_SCTYPE_append_data(mlx_vector_SCTYPE vec, CTYPE* data, size_t size) {
try {
for (size_t i = 0; i < size; i++) {
mlx_vector_SCTYPE_get_(vec).push_back(C_TO_CPP(data[i]));
}
} catch (std::exception& e) {
mlx_error(e.what());
return 1;
}
return 0;
}
extern "C" int mlx_vector_SCTYPE_append_value(
mlx_vector_SCTYPE vec,
CTYPE value) {
try {
mlx_vector_SCTYPE_get_(vec).push_back(C_TO_CPP(value));
} catch (std::exception& e) {
mlx_error(e.what());
return 1;
}
return 0;
}
extern "C" int mlx_vector_SCTYPE_get(
RETURN_CTYPE res,
const mlx_vector_SCTYPE vec,
size_t index) {
try {
C_ASSIGN(res, mlx_vector_SCTYPE_get_(vec).at(index));
} catch (std::exception& e) {
mlx_error(e.what());
return 1;
}
return 0;
}
extern "C" size_t mlx_vector_SCTYPE_size(mlx_vector_SCTYPE vec) {
try {
return mlx_vector_SCTYPE_get_(vec).size();
} catch (std::exception& e) {
mlx_error(e.what());
return 0;
}
}
"""
def
generate
(
code
,
cpptype
,
ctype
,
sctype
,
rctype
=
None
,
c_to_cpp
=
lambda
s
:
s
+
"->ctx"
,
c_assign
=
lambda
d
,
s
:
"(*"
+
d
+
")->ctx = "
+
s
,
):
if
code
is
None
:
return
tpg
.
generate
(
"mlx_vector_"
+
sctype
,
"std::vector<"
+
cpptype
+
">"
)
if
rctype
is
None
:
rctype
=
ctype
.
replace
(
"const "
,
""
)
+
"*"
def
c_assign_wrap
(
s
):
d
,
s
=
s
.
split
(
","
)
return
c_assign
(
d
,
s
)
code
=
replace_match_parenthesis
(
code
,
"C_ASSIGN"
,
c_assign_wrap
)
code
=
replace_match_parenthesis
(
code
,
"C_TO_CPP"
,
c_to_cpp
)
code
=
code
.
replace
(
"RETURN_CTYPE"
,
rctype
)
code
=
code
.
replace
(
"SCTYPE"
,
sctype
)
code
=
code
.
replace
(
"CPPTYPE"
,
cpptype
)
code
=
code
.
replace
(
"CTYPE"
,
ctype
)
return
code
decl_begin
=
r"""/* Copyright © 2023-2024 Apple Inc. */
/* */
/* This file is auto-generated. Do not edit manually. */
/* */
#ifndef MLX_VECTOR_H
#define MLX_VECTOR_H
#include "mlx/c/array.h"
#include "mlx/c/string.h"
#ifdef __cplusplus
extern "C" {
#endif
/**
* \defgroup mlx_vector Vectors
* MLX vector objects.
*/
/**@{*/
"""
decl_end
=
"""
/**@}*/
#ifdef __cplusplus
}
#endif
#endif
"""
impl_begin
=
r"""/* Copyright © 2023-2024 Apple Inc. */
/* */
/* This file is auto-generated. Do not edit manually. */
/* */
#include "mlx/c/error.h"
#include "mlx/c/private/mlx.h"
#include "mlx/c/vector.h"
"""
impl_end
=
"""
"""
priv_begin
=
r"""/* Copyright © 2023-2024 Apple Inc. */
/* */
/* This file is auto-generated. Do not edit manually. */
/* */
#ifndef MLX_VECTOR_PRIVATE_H
#define MLX_VECTOR_PRIVATE_H
#include "mlx/c/vector.h"
#include "mlx/mlx.h"
"""
priv_end
=
r"""
#endif
"""
if
args
.
implementation
:
code
=
impl_code
begin
=
impl_begin
end
=
impl_end
elif
args
.
private
:
code
=
None
begin
=
priv_begin
end
=
priv_end
else
:
code
=
decl_code
begin
=
decl_begin
end
=
decl_end
print
(
begin
)
print
(
generate
(
code
,
"mlx::core::array"
,
"const mlx_array"
,
"array"
,
"mlx_array*"
,
lambda
s
:
"mlx_array_get_("
+
s
+
")"
,
lambda
d
,
s
:
"mlx_array_set_(*"
+
d
+
", "
+
s
+
")"
,
)
)
print
(
generate
(
code
,
"std::vector<mlx::core::array>"
,
"const mlx_vector_array"
,
"vector_array"
,
"mlx_vector_array*"
,
lambda
s
:
"mlx_vector_array_get_("
+
s
+
")"
,
lambda
d
,
s
:
"mlx_vector_array_set_(*"
+
d
+
", "
+
s
+
")"
,
)
)
print
(
generate
(
code
,
"int"
,
"int"
,
"int"
,
"int*"
,
lambda
s
:
s
,
lambda
d
,
s
:
"*"
+
d
+
" = "
+
s
,
)
)
# print(
# generate(
# code,
# "std::vector<int>",
# "const mlx_vector_int",
# "vector_int",
# )
# )
print
(
generate
(
code
,
"std::string"
,
"const char*"
,
"string"
,
"char**"
,
lambda
s
:
s
,
lambda
d
,
s
:
"*"
+
d
+
" = "
+
s
+
".data()"
,
)
)
print
(
end
)
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