Element-Detect-box-qr-code-packhouse1-inline3 / .venv /lib /python3.13 /site-packages /sympy /utilities /tests /test_codegen.py
| from io import StringIO | |
| from sympy.core import symbols, Eq, pi, Catalan, Lambda, Dummy | |
| from sympy.core.relational import Equality | |
| from sympy.core.symbol import Symbol | |
| from sympy.functions.special.error_functions import erf | |
| from sympy.integrals.integrals import Integral | |
| from sympy.matrices import Matrix, MatrixSymbol | |
| from sympy.utilities.codegen import ( | |
| codegen, make_routine, CCodeGen, C89CodeGen, C99CodeGen, InputArgument, | |
| CodeGenError, FCodeGen, CodeGenArgumentListError, OutputArgument, | |
| InOutArgument) | |
| from sympy.testing.pytest import raises | |
| from sympy.utilities.lambdify import implemented_function | |
| #FIXME: Fails due to circular import in with core | |
| # from sympy import codegen | |
| def get_string(dump_fn, routines, prefix="file", header=False, empty=False): | |
| """Wrapper for dump_fn. dump_fn writes its results to a stream object and | |
| this wrapper returns the contents of that stream as a string. This | |
| auxiliary function is used by many tests below. | |
| The header and the empty lines are not generated to facilitate the | |
| testing of the output. | |
| """ | |
| output = StringIO() | |
| dump_fn(routines, output, prefix, header, empty) | |
| source = output.getvalue() | |
| output.close() | |
| return source | |
| def test_Routine_argument_order(): | |
| a, x, y, z = symbols('a x y z') | |
| expr = (x + y)*z | |
| raises(CodeGenArgumentListError, lambda: make_routine("test", expr, | |
| argument_sequence=[z, x])) | |
| raises(CodeGenArgumentListError, lambda: make_routine("test", Eq(a, | |
| expr), argument_sequence=[z, x, y])) | |
| r = make_routine('test', Eq(a, expr), argument_sequence=[z, x, a, y]) | |
| assert [ arg.name for arg in r.arguments ] == [z, x, a, y] | |
| assert [ type(arg) for arg in r.arguments ] == [ | |
| InputArgument, InputArgument, OutputArgument, InputArgument ] | |
| r = make_routine('test', Eq(z, expr), argument_sequence=[z, x, y]) | |
| assert [ type(arg) for arg in r.arguments ] == [ | |
| InOutArgument, InputArgument, InputArgument ] | |
| from sympy.tensor import IndexedBase, Idx | |
| A, B = map(IndexedBase, ['A', 'B']) | |
| m = symbols('m', integer=True) | |
| i = Idx('i', m) | |
| r = make_routine('test', Eq(A[i], B[i]), argument_sequence=[B, A, m]) | |
| assert [ arg.name for arg in r.arguments ] == [B.label, A.label, m] | |
| expr = Integral(x*y*z, (x, 1, 2), (y, 1, 3)) | |
| r = make_routine('test', Eq(a, expr), argument_sequence=[z, x, a, y]) | |
| assert [ arg.name for arg in r.arguments ] == [z, x, a, y] | |
| def test_empty_c_code(): | |
| code_gen = C89CodeGen() | |
| source = get_string(code_gen.dump_c, []) | |
| assert source == "#include \"file.h\"\n#include <math.h>\n" | |
| def test_empty_c_code_with_comment(): | |
| code_gen = C89CodeGen() | |
| source = get_string(code_gen.dump_c, [], header=True) | |
| assert source[:82] == ( | |
| "/******************************************************************************\n *" | |
| ) | |
| # " Code generated with SymPy 0.7.2-git " | |
| assert source[158:] == ( "*\n" | |
| " * *\n" | |
| " * See http://www.sympy.org/ for more information. *\n" | |
| " * *\n" | |
| " * This file is part of 'project' *\n" | |
| " ******************************************************************************/\n" | |
| "#include \"file.h\"\n" | |
| "#include <math.h>\n" | |
| ) | |
| def test_empty_c_header(): | |
| code_gen = C99CodeGen() | |
| source = get_string(code_gen.dump_h, []) | |
| assert source == "#ifndef PROJECT__FILE__H\n#define PROJECT__FILE__H\n#endif\n" | |
| def test_simple_c_code(): | |
| x, y, z = symbols('x,y,z') | |
| expr = (x + y)*z | |
| routine = make_routine("test", expr) | |
| code_gen = C89CodeGen() | |
| source = get_string(code_gen.dump_c, [routine]) | |
| expected = ( | |
| "#include \"file.h\"\n" | |
| "#include <math.h>\n" | |
| "double test(double x, double y, double z) {\n" | |
| " double test_result;\n" | |
| " test_result = z*(x + y);\n" | |
| " return test_result;\n" | |
| "}\n" | |
| ) | |
| assert source == expected | |
| def test_c_code_reserved_words(): | |
| x, y, z = symbols('if, typedef, while') | |
| expr = (x + y) * z | |
| routine = make_routine("test", expr) | |
| code_gen = C99CodeGen() | |
| source = get_string(code_gen.dump_c, [routine]) | |
| expected = ( | |
| "#include \"file.h\"\n" | |
| "#include <math.h>\n" | |
| "double test(double if_, double typedef_, double while_) {\n" | |
| " double test_result;\n" | |
| " test_result = while_*(if_ + typedef_);\n" | |
| " return test_result;\n" | |
| "}\n" | |
| ) | |
| assert source == expected | |
| def test_numbersymbol_c_code(): | |
| routine = make_routine("test", pi**Catalan) | |
| code_gen = C89CodeGen() | |
| source = get_string(code_gen.dump_c, [routine]) | |
| expected = ( | |
| "#include \"file.h\"\n" | |
| "#include <math.h>\n" | |
| "double test() {\n" | |
| " double test_result;\n" | |
| " double const Catalan = %s;\n" | |
| " test_result = pow(M_PI, Catalan);\n" | |
| " return test_result;\n" | |
| "}\n" | |
| ) % Catalan.evalf(17) | |
| assert source == expected | |
| def test_c_code_argument_order(): | |
| x, y, z = symbols('x,y,z') | |
| expr = x + y | |
| routine = make_routine("test", expr, argument_sequence=[z, x, y]) | |
| code_gen = C89CodeGen() | |
| source = get_string(code_gen.dump_c, [routine]) | |
| expected = ( | |
| "#include \"file.h\"\n" | |
| "#include <math.h>\n" | |
| "double test(double z, double x, double y) {\n" | |
| " double test_result;\n" | |
| " test_result = x + y;\n" | |
| " return test_result;\n" | |
| "}\n" | |
| ) | |
| assert source == expected | |
| def test_simple_c_header(): | |
| x, y, z = symbols('x,y,z') | |
| expr = (x + y)*z | |
| routine = make_routine("test", expr) | |
| code_gen = C89CodeGen() | |
| source = get_string(code_gen.dump_h, [routine]) | |
| expected = ( | |
| "#ifndef PROJECT__FILE__H\n" | |
| "#define PROJECT__FILE__H\n" | |
| "double test(double x, double y, double z);\n" | |
| "#endif\n" | |
| ) | |
| assert source == expected | |
| def test_simple_c_codegen(): | |
| x, y, z = symbols('x,y,z') | |
| expr = (x + y)*z | |
| expected = [ | |
| ("file.c", | |
| "#include \"file.h\"\n" | |
| "#include <math.h>\n" | |
| "double test(double x, double y, double z) {\n" | |
| " double test_result;\n" | |
| " test_result = z*(x + y);\n" | |
| " return test_result;\n" | |
| "}\n"), | |
| ("file.h", | |
| "#ifndef PROJECT__FILE__H\n" | |
| "#define PROJECT__FILE__H\n" | |
| "double test(double x, double y, double z);\n" | |
| "#endif\n") | |
| ] | |
| result = codegen(("test", expr), "C", "file", header=False, empty=False) | |
| assert result == expected | |
| def test_multiple_results_c(): | |
| x, y, z = symbols('x,y,z') | |
| expr1 = (x + y)*z | |
| expr2 = (x - y)*z | |
| routine = make_routine( | |
| "test", | |
| [expr1, expr2] | |
| ) | |
| code_gen = C99CodeGen() | |
| raises(CodeGenError, lambda: get_string(code_gen.dump_h, [routine])) | |
| def test_no_results_c(): | |
| raises(ValueError, lambda: make_routine("test", [])) | |
| def test_ansi_math1_codegen(): | |
| # not included: log10 | |
| from sympy.functions.elementary.complexes import Abs | |
| from sympy.functions.elementary.exponential import log | |
| from sympy.functions.elementary.hyperbolic import (cosh, sinh, tanh) | |
| from sympy.functions.elementary.integers import (ceiling, floor) | |
| from sympy.functions.elementary.miscellaneous import sqrt | |
| from sympy.functions.elementary.trigonometric import (acos, asin, atan, cos, sin, tan) | |
| x = symbols('x') | |
| name_expr = [ | |
| ("test_fabs", Abs(x)), | |
| ("test_acos", acos(x)), | |
| ("test_asin", asin(x)), | |
| ("test_atan", atan(x)), | |
| ("test_ceil", ceiling(x)), | |
| ("test_cos", cos(x)), | |
| ("test_cosh", cosh(x)), | |
| ("test_floor", floor(x)), | |
| ("test_log", log(x)), | |
| ("test_ln", log(x)), | |
| ("test_sin", sin(x)), | |
| ("test_sinh", sinh(x)), | |
| ("test_sqrt", sqrt(x)), | |
| ("test_tan", tan(x)), | |
| ("test_tanh", tanh(x)), | |
| ] | |
| result = codegen(name_expr, "C89", "file", header=False, empty=False) | |
| assert result[0][0] == "file.c" | |
| assert result[0][1] == ( | |
| '#include "file.h"\n#include <math.h>\n' | |
| 'double test_fabs(double x) {\n double test_fabs_result;\n test_fabs_result = fabs(x);\n return test_fabs_result;\n}\n' | |
| 'double test_acos(double x) {\n double test_acos_result;\n test_acos_result = acos(x);\n return test_acos_result;\n}\n' | |
| 'double test_asin(double x) {\n double test_asin_result;\n test_asin_result = asin(x);\n return test_asin_result;\n}\n' | |
| 'double test_atan(double x) {\n double test_atan_result;\n test_atan_result = atan(x);\n return test_atan_result;\n}\n' | |
| 'double test_ceil(double x) {\n double test_ceil_result;\n test_ceil_result = ceil(x);\n return test_ceil_result;\n}\n' | |
| 'double test_cos(double x) {\n double test_cos_result;\n test_cos_result = cos(x);\n return test_cos_result;\n}\n' | |
| 'double test_cosh(double x) {\n double test_cosh_result;\n test_cosh_result = cosh(x);\n return test_cosh_result;\n}\n' | |
| 'double test_floor(double x) {\n double test_floor_result;\n test_floor_result = floor(x);\n return test_floor_result;\n}\n' | |
| 'double test_log(double x) {\n double test_log_result;\n test_log_result = log(x);\n return test_log_result;\n}\n' | |
| 'double test_ln(double x) {\n double test_ln_result;\n test_ln_result = log(x);\n return test_ln_result;\n}\n' | |
| 'double test_sin(double x) {\n double test_sin_result;\n test_sin_result = sin(x);\n return test_sin_result;\n}\n' | |
| 'double test_sinh(double x) {\n double test_sinh_result;\n test_sinh_result = sinh(x);\n return test_sinh_result;\n}\n' | |
| 'double test_sqrt(double x) {\n double test_sqrt_result;\n test_sqrt_result = sqrt(x);\n return test_sqrt_result;\n}\n' | |
| 'double test_tan(double x) {\n double test_tan_result;\n test_tan_result = tan(x);\n return test_tan_result;\n}\n' | |
| 'double test_tanh(double x) {\n double test_tanh_result;\n test_tanh_result = tanh(x);\n return test_tanh_result;\n}\n' | |
| ) | |
| assert result[1][0] == "file.h" | |
| assert result[1][1] == ( | |
| '#ifndef PROJECT__FILE__H\n#define PROJECT__FILE__H\n' | |
| 'double test_fabs(double x);\ndouble test_acos(double x);\n' | |
| 'double test_asin(double x);\ndouble test_atan(double x);\n' | |
| 'double test_ceil(double x);\ndouble test_cos(double x);\n' | |
| 'double test_cosh(double x);\ndouble test_floor(double x);\n' | |
| 'double test_log(double x);\ndouble test_ln(double x);\n' | |
| 'double test_sin(double x);\ndouble test_sinh(double x);\n' | |
| 'double test_sqrt(double x);\ndouble test_tan(double x);\n' | |
| 'double test_tanh(double x);\n#endif\n' | |
| ) | |
| def test_ansi_math2_codegen(): | |
| # not included: frexp, ldexp, modf, fmod | |
| from sympy.functions.elementary.trigonometric import atan2 | |
| x, y = symbols('x,y') | |
| name_expr = [ | |
| ("test_atan2", atan2(x, y)), | |
| ("test_pow", x**y), | |
| ] | |
| result = codegen(name_expr, "C89", "file", header=False, empty=False) | |
| assert result[0][0] == "file.c" | |
| assert result[0][1] == ( | |
| '#include "file.h"\n#include <math.h>\n' | |
| 'double test_atan2(double x, double y) {\n double test_atan2_result;\n test_atan2_result = atan2(x, y);\n return test_atan2_result;\n}\n' | |
| 'double test_pow(double x, double y) {\n double test_pow_result;\n test_pow_result = pow(x, y);\n return test_pow_result;\n}\n' | |
| ) | |
| assert result[1][0] == "file.h" | |
| assert result[1][1] == ( | |
| '#ifndef PROJECT__FILE__H\n#define PROJECT__FILE__H\n' | |
| 'double test_atan2(double x, double y);\n' | |
| 'double test_pow(double x, double y);\n' | |
| '#endif\n' | |
| ) | |
| def test_complicated_codegen(): | |
| from sympy.functions.elementary.trigonometric import (cos, sin, tan) | |
| x, y, z = symbols('x,y,z') | |
| name_expr = [ | |
| ("test1", ((sin(x) + cos(y) + tan(z))**7).expand()), | |
| ("test2", cos(cos(cos(cos(cos(cos(cos(cos(x + y + z))))))))), | |
| ] | |
| result = codegen(name_expr, "C89", "file", header=False, empty=False) | |
| assert result[0][0] == "file.c" | |
| assert result[0][1] == ( | |
| '#include "file.h"\n#include <math.h>\n' | |
| 'double test1(double x, double y, double z) {\n' | |
| ' double test1_result;\n' | |
| ' test1_result = ' | |
| 'pow(sin(x), 7) + ' | |
| '7*pow(sin(x), 6)*cos(y) + ' | |
| '7*pow(sin(x), 6)*tan(z) + ' | |
| '21*pow(sin(x), 5)*pow(cos(y), 2) + ' | |
| '42*pow(sin(x), 5)*cos(y)*tan(z) + ' | |
| '21*pow(sin(x), 5)*pow(tan(z), 2) + ' | |
| '35*pow(sin(x), 4)*pow(cos(y), 3) + ' | |
| '105*pow(sin(x), 4)*pow(cos(y), 2)*tan(z) + ' | |
| '105*pow(sin(x), 4)*cos(y)*pow(tan(z), 2) + ' | |
| '35*pow(sin(x), 4)*pow(tan(z), 3) + ' | |
| '35*pow(sin(x), 3)*pow(cos(y), 4) + ' | |
| '140*pow(sin(x), 3)*pow(cos(y), 3)*tan(z) + ' | |
| '210*pow(sin(x), 3)*pow(cos(y), 2)*pow(tan(z), 2) + ' | |
| '140*pow(sin(x), 3)*cos(y)*pow(tan(z), 3) + ' | |
| '35*pow(sin(x), 3)*pow(tan(z), 4) + ' | |
| '21*pow(sin(x), 2)*pow(cos(y), 5) + ' | |
| '105*pow(sin(x), 2)*pow(cos(y), 4)*tan(z) + ' | |
| '210*pow(sin(x), 2)*pow(cos(y), 3)*pow(tan(z), 2) + ' | |
| '210*pow(sin(x), 2)*pow(cos(y), 2)*pow(tan(z), 3) + ' | |
| '105*pow(sin(x), 2)*cos(y)*pow(tan(z), 4) + ' | |
| '21*pow(sin(x), 2)*pow(tan(z), 5) + ' | |
| '7*sin(x)*pow(cos(y), 6) + ' | |
| '42*sin(x)*pow(cos(y), 5)*tan(z) + ' | |
| '105*sin(x)*pow(cos(y), 4)*pow(tan(z), 2) + ' | |
| '140*sin(x)*pow(cos(y), 3)*pow(tan(z), 3) + ' | |
| '105*sin(x)*pow(cos(y), 2)*pow(tan(z), 4) + ' | |
| '42*sin(x)*cos(y)*pow(tan(z), 5) + ' | |
| '7*sin(x)*pow(tan(z), 6) + ' | |
| 'pow(cos(y), 7) + ' | |
| '7*pow(cos(y), 6)*tan(z) + ' | |
| '21*pow(cos(y), 5)*pow(tan(z), 2) + ' | |
| '35*pow(cos(y), 4)*pow(tan(z), 3) + ' | |
| '35*pow(cos(y), 3)*pow(tan(z), 4) + ' | |
| '21*pow(cos(y), 2)*pow(tan(z), 5) + ' | |
| '7*cos(y)*pow(tan(z), 6) + ' | |
| 'pow(tan(z), 7);\n' | |
| ' return test1_result;\n' | |
| '}\n' | |
| 'double test2(double x, double y, double z) {\n' | |
| ' double test2_result;\n' | |
| ' test2_result = cos(cos(cos(cos(cos(cos(cos(cos(x + y + z))))))));\n' | |
| ' return test2_result;\n' | |
| '}\n' | |
| ) | |
| assert result[1][0] == "file.h" | |
| assert result[1][1] == ( | |
| '#ifndef PROJECT__FILE__H\n' | |
| '#define PROJECT__FILE__H\n' | |
| 'double test1(double x, double y, double z);\n' | |
| 'double test2(double x, double y, double z);\n' | |
| '#endif\n' | |
| ) | |
| def test_loops_c(): | |
| from sympy.tensor import IndexedBase, Idx | |
| from sympy.core.symbol import symbols | |
| n, m = symbols('n m', integer=True) | |
| A = IndexedBase('A') | |
| x = IndexedBase('x') | |
| y = IndexedBase('y') | |
| i = Idx('i', m) | |
| j = Idx('j', n) | |
| (f1, code), (f2, interface) = codegen( | |
| ('matrix_vector', Eq(y[i], A[i, j]*x[j])), "C99", "file", header=False, empty=False) | |
| assert f1 == 'file.c' | |
| expected = ( | |
| '#include "file.h"\n' | |
| '#include <math.h>\n' | |
| 'void matrix_vector(double *A, int m, int n, double *x, double *y) {\n' | |
| ' for (int i=0; i<m; i++){\n' | |
| ' y[i] = 0;\n' | |
| ' }\n' | |
| ' for (int i=0; i<m; i++){\n' | |
| ' for (int j=0; j<n; j++){\n' | |
| ' y[i] = %(rhs)s + y[i];\n' | |
| ' }\n' | |
| ' }\n' | |
| '}\n' | |
| ) | |
| assert (code == expected % {'rhs': 'A[%s]*x[j]' % (i*n + j)} or | |
| code == expected % {'rhs': 'A[%s]*x[j]' % (j + i*n)} or | |
| code == expected % {'rhs': 'x[j]*A[%s]' % (i*n + j)} or | |
| code == expected % {'rhs': 'x[j]*A[%s]' % (j + i*n)}) | |
| assert f2 == 'file.h' | |
| assert interface == ( | |
| '#ifndef PROJECT__FILE__H\n' | |
| '#define PROJECT__FILE__H\n' | |
| 'void matrix_vector(double *A, int m, int n, double *x, double *y);\n' | |
| '#endif\n' | |
| ) | |
| def test_dummy_loops_c(): | |
| from sympy.tensor import IndexedBase, Idx | |
| i, m = symbols('i m', integer=True, cls=Dummy) | |
| x = IndexedBase('x') | |
| y = IndexedBase('y') | |
| i = Idx(i, m) | |
| expected = ( | |
| '#include "file.h"\n' | |
| '#include <math.h>\n' | |
| 'void test_dummies(int m_%(mno)i, double *x, double *y) {\n' | |
| ' for (int i_%(ino)i=0; i_%(ino)i<m_%(mno)i; i_%(ino)i++){\n' | |
| ' y[i_%(ino)i] = x[i_%(ino)i];\n' | |
| ' }\n' | |
| '}\n' | |
| ) % {'ino': i.label.dummy_index, 'mno': m.dummy_index} | |
| r = make_routine('test_dummies', Eq(y[i], x[i])) | |
| c89 = C89CodeGen() | |
| c99 = C99CodeGen() | |
| code = get_string(c99.dump_c, [r]) | |
| assert code == expected | |
| with raises(NotImplementedError): | |
| get_string(c89.dump_c, [r]) | |
| def test_partial_loops_c(): | |
| # check that loop boundaries are determined by Idx, and array strides | |
| # determined by shape of IndexedBase object. | |
| from sympy.tensor import IndexedBase, Idx | |
| from sympy.core.symbol import symbols | |
| n, m, o, p = symbols('n m o p', integer=True) | |
| A = IndexedBase('A', shape=(m, p)) | |
| x = IndexedBase('x') | |
| y = IndexedBase('y') | |
| i = Idx('i', (o, m - 5)) # Note: bounds are inclusive | |
| j = Idx('j', n) # dimension n corresponds to bounds (0, n - 1) | |
| (f1, code), (f2, interface) = codegen( | |
| ('matrix_vector', Eq(y[i], A[i, j]*x[j])), "C99", "file", header=False, empty=False) | |
| assert f1 == 'file.c' | |
| expected = ( | |
| '#include "file.h"\n' | |
| '#include <math.h>\n' | |
| 'void matrix_vector(double *A, int m, int n, int o, int p, double *x, double *y) {\n' | |
| ' for (int i=o; i<%(upperi)s; i++){\n' | |
| ' y[i] = 0;\n' | |
| ' }\n' | |
| ' for (int i=o; i<%(upperi)s; i++){\n' | |
| ' for (int j=0; j<n; j++){\n' | |
| ' y[i] = %(rhs)s + y[i];\n' | |
| ' }\n' | |
| ' }\n' | |
| '}\n' | |
| ) % {'upperi': m - 4, 'rhs': '%(rhs)s'} | |
| assert (code == expected % {'rhs': 'A[%s]*x[j]' % (i*p + j)} or | |
| code == expected % {'rhs': 'A[%s]*x[j]' % (j + i*p)} or | |
| code == expected % {'rhs': 'x[j]*A[%s]' % (i*p + j)} or | |
| code == expected % {'rhs': 'x[j]*A[%s]' % (j + i*p)}) | |
| assert f2 == 'file.h' | |
| assert interface == ( | |
| '#ifndef PROJECT__FILE__H\n' | |
| '#define PROJECT__FILE__H\n' | |
| 'void matrix_vector(double *A, int m, int n, int o, int p, double *x, double *y);\n' | |
| '#endif\n' | |
| ) | |
| def test_output_arg_c(): | |
| from sympy.core.relational import Equality | |
| from sympy.functions.elementary.trigonometric import (cos, sin) | |
| x, y, z = symbols("x,y,z") | |
| r = make_routine("foo", [Equality(y, sin(x)), cos(x)]) | |
| c = C89CodeGen() | |
| result = c.write([r], "test", header=False, empty=False) | |
| assert result[0][0] == "test.c" | |
| expected = ( | |
| '#include "test.h"\n' | |
| '#include <math.h>\n' | |
| 'double foo(double x, double *y) {\n' | |
| ' (*y) = sin(x);\n' | |
| ' double foo_result;\n' | |
| ' foo_result = cos(x);\n' | |
| ' return foo_result;\n' | |
| '}\n' | |
| ) | |
| assert result[0][1] == expected | |
| def test_output_arg_c_reserved_words(): | |
| from sympy.core.relational import Equality | |
| from sympy.functions.elementary.trigonometric import (cos, sin) | |
| x, y, z = symbols("if, while, z") | |
| r = make_routine("foo", [Equality(y, sin(x)), cos(x)]) | |
| c = C89CodeGen() | |
| result = c.write([r], "test", header=False, empty=False) | |
| assert result[0][0] == "test.c" | |
| expected = ( | |
| '#include "test.h"\n' | |
| '#include <math.h>\n' | |
| 'double foo(double if_, double *while_) {\n' | |
| ' (*while_) = sin(if_);\n' | |
| ' double foo_result;\n' | |
| ' foo_result = cos(if_);\n' | |
| ' return foo_result;\n' | |
| '}\n' | |
| ) | |
| assert result[0][1] == expected | |
| def test_multidim_c_argument_cse(): | |
| A_sym = MatrixSymbol('A', 3, 3) | |
| b_sym = MatrixSymbol('b', 3, 1) | |
| A = Matrix(A_sym) | |
| b = Matrix(b_sym) | |
| c = A*b | |
| cgen = CCodeGen(project="test", cse=True) | |
| r = cgen.routine("c", c) | |
| r.arguments[-1].result_var = "out" | |
| r.arguments[-1]._name = "out" | |
| code = get_string(cgen.dump_c, [r], prefix="test") | |
| expected = ( | |
| '#include "test.h"\n' | |
| "#include <math.h>\n" | |
| "void c(double *A, double *b, double *out) {\n" | |
| " out[0] = A[0]*b[0] + A[1]*b[1] + A[2]*b[2];\n" | |
| " out[1] = A[3]*b[0] + A[4]*b[1] + A[5]*b[2];\n" | |
| " out[2] = A[6]*b[0] + A[7]*b[1] + A[8]*b[2];\n" | |
| "}\n" | |
| ) | |
| assert code == expected | |
| def test_ccode_results_named_ordered(): | |
| x, y, z = symbols('x,y,z') | |
| B, C = symbols('B,C') | |
| A = MatrixSymbol('A', 1, 3) | |
| expr1 = Equality(A, Matrix([[1, 2, x]])) | |
| expr2 = Equality(C, (x + y)*z) | |
| expr3 = Equality(B, 2*x) | |
| name_expr = ("test", [expr1, expr2, expr3]) | |
| expected = ( | |
| '#include "test.h"\n' | |
| '#include <math.h>\n' | |
| 'void test(double x, double *C, double z, double y, double *A, double *B) {\n' | |
| ' (*C) = z*(x + y);\n' | |
| ' A[0] = 1;\n' | |
| ' A[1] = 2;\n' | |
| ' A[2] = x;\n' | |
| ' (*B) = 2*x;\n' | |
| '}\n' | |
| ) | |
| result = codegen(name_expr, "c", "test", header=False, empty=False, | |
| argument_sequence=(x, C, z, y, A, B)) | |
| source = result[0][1] | |
| assert source == expected | |
| def test_ccode_matrixsymbol_slice(): | |
| A = MatrixSymbol('A', 5, 3) | |
| B = MatrixSymbol('B', 1, 3) | |
| C = MatrixSymbol('C', 1, 3) | |
| D = MatrixSymbol('D', 5, 1) | |
| name_expr = ("test", [Equality(B, A[0, :]), | |
| Equality(C, A[1, :]), | |
| Equality(D, A[:, 2])]) | |
| result = codegen(name_expr, "c99", "test", header=False, empty=False) | |
| source = result[0][1] | |
| expected = ( | |
| '#include "test.h"\n' | |
| '#include <math.h>\n' | |
| 'void test(double *A, double *B, double *C, double *D) {\n' | |
| ' B[0] = A[0];\n' | |
| ' B[1] = A[1];\n' | |
| ' B[2] = A[2];\n' | |
| ' C[0] = A[3];\n' | |
| ' C[1] = A[4];\n' | |
| ' C[2] = A[5];\n' | |
| ' D[0] = A[2];\n' | |
| ' D[1] = A[5];\n' | |
| ' D[2] = A[8];\n' | |
| ' D[3] = A[11];\n' | |
| ' D[4] = A[14];\n' | |
| '}\n' | |
| ) | |
| assert source == expected | |
| def test_ccode_cse(): | |
| a, b, c, d = symbols('a b c d') | |
| e = MatrixSymbol('e', 3, 1) | |
| name_expr = ("test", [Equality(e, Matrix([[a*b], [a*b + c*d], [a*b*c*d]]))]) | |
| generator = CCodeGen(cse=True) | |
| result = codegen(name_expr, code_gen=generator, header=False, empty=False) | |
| source = result[0][1] | |
| expected = ( | |
| '#include "test.h"\n' | |
| '#include <math.h>\n' | |
| 'void test(double a, double b, double c, double d, double *e) {\n' | |
| ' const double x0 = a*b;\n' | |
| ' const double x1 = c*d;\n' | |
| ' e[0] = x0;\n' | |
| ' e[1] = x0 + x1;\n' | |
| ' e[2] = x0*x1;\n' | |
| '}\n' | |
| ) | |
| assert source == expected | |
| def test_ccode_unused_array_arg(): | |
| x = MatrixSymbol('x', 2, 1) | |
| # x does not appear in output | |
| name_expr = ("test", 1.0) | |
| generator = CCodeGen() | |
| result = codegen(name_expr, code_gen=generator, header=False, empty=False, argument_sequence=(x,)) | |
| source = result[0][1] | |
| # note: x should appear as (double *) | |
| expected = ( | |
| '#include "test.h"\n' | |
| '#include <math.h>\n' | |
| 'double test(double *x) {\n' | |
| ' double test_result;\n' | |
| ' test_result = 1.0;\n' | |
| ' return test_result;\n' | |
| '}\n' | |
| ) | |
| assert source == expected | |
| def test_ccode_unused_array_arg_func(): | |
| # issue 16689 | |
| X = MatrixSymbol('X',3,1) | |
| Y = MatrixSymbol('Y',3,1) | |
| z = symbols('z',integer = True) | |
| name_expr = ('testBug', X[0] + X[1]) | |
| result = codegen(name_expr, language='C', header=False, empty=False, argument_sequence=(X, Y, z)) | |
| source = result[0][1] | |
| expected = ( | |
| '#include "testBug.h"\n' | |
| '#include <math.h>\n' | |
| 'double testBug(double *X, double *Y, int z) {\n' | |
| ' double testBug_result;\n' | |
| ' testBug_result = X[0] + X[1];\n' | |
| ' return testBug_result;\n' | |
| '}\n' | |
| ) | |
| assert source == expected | |
| def test_empty_f_code(): | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_f95, []) | |
| assert source == "" | |
| def test_empty_f_code_with_header(): | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_f95, [], header=True) | |
| assert source[:82] == ( | |
| "!******************************************************************************\n!*" | |
| ) | |
| # " Code generated with SymPy 0.7.2-git " | |
| assert source[158:] == ( "*\n" | |
| "!* *\n" | |
| "!* See http://www.sympy.org/ for more information. *\n" | |
| "!* *\n" | |
| "!* This file is part of 'project' *\n" | |
| "!******************************************************************************\n" | |
| ) | |
| def test_empty_f_header(): | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_h, []) | |
| assert source == "" | |
| def test_simple_f_code(): | |
| x, y, z = symbols('x,y,z') | |
| expr = (x + y)*z | |
| routine = make_routine("test", expr) | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_f95, [routine]) | |
| expected = ( | |
| "REAL*8 function test(x, y, z)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "REAL*8, intent(in) :: z\n" | |
| "test = z*(x + y)\n" | |
| "end function\n" | |
| ) | |
| assert source == expected | |
| def test_numbersymbol_f_code(): | |
| routine = make_routine("test", pi**Catalan) | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_f95, [routine]) | |
| expected = ( | |
| "REAL*8 function test()\n" | |
| "implicit none\n" | |
| "REAL*8, parameter :: Catalan = %sd0\n" | |
| "REAL*8, parameter :: pi = %sd0\n" | |
| "test = pi**Catalan\n" | |
| "end function\n" | |
| ) % (Catalan.evalf(17), pi.evalf(17)) | |
| assert source == expected | |
| def test_erf_f_code(): | |
| x = symbols('x') | |
| routine = make_routine("test", erf(x) - erf(-2 * x)) | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_f95, [routine]) | |
| expected = ( | |
| "REAL*8 function test(x)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "test = erf(x) + erf(2.0d0*x)\n" | |
| "end function\n" | |
| ) | |
| assert source == expected, source | |
| def test_f_code_argument_order(): | |
| x, y, z = symbols('x,y,z') | |
| expr = x + y | |
| routine = make_routine("test", expr, argument_sequence=[z, x, y]) | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_f95, [routine]) | |
| expected = ( | |
| "REAL*8 function test(z, x, y)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: z\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "test = x + y\n" | |
| "end function\n" | |
| ) | |
| assert source == expected | |
| def test_simple_f_header(): | |
| x, y, z = symbols('x,y,z') | |
| expr = (x + y)*z | |
| routine = make_routine("test", expr) | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_h, [routine]) | |
| expected = ( | |
| "interface\n" | |
| "REAL*8 function test(x, y, z)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "REAL*8, intent(in) :: z\n" | |
| "end function\n" | |
| "end interface\n" | |
| ) | |
| assert source == expected | |
| def test_simple_f_codegen(): | |
| x, y, z = symbols('x,y,z') | |
| expr = (x + y)*z | |
| result = codegen( | |
| ("test", expr), "F95", "file", header=False, empty=False) | |
| expected = [ | |
| ("file.f90", | |
| "REAL*8 function test(x, y, z)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "REAL*8, intent(in) :: z\n" | |
| "test = z*(x + y)\n" | |
| "end function\n"), | |
| ("file.h", | |
| "interface\n" | |
| "REAL*8 function test(x, y, z)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "REAL*8, intent(in) :: z\n" | |
| "end function\n" | |
| "end interface\n") | |
| ] | |
| assert result == expected | |
| def test_multiple_results_f(): | |
| x, y, z = symbols('x,y,z') | |
| expr1 = (x + y)*z | |
| expr2 = (x - y)*z | |
| routine = make_routine( | |
| "test", | |
| [expr1, expr2] | |
| ) | |
| code_gen = FCodeGen() | |
| raises(CodeGenError, lambda: get_string(code_gen.dump_h, [routine])) | |
| def test_no_results_f(): | |
| raises(ValueError, lambda: make_routine("test", [])) | |
| def test_intrinsic_math_codegen(): | |
| # not included: log10 | |
| from sympy.functions.elementary.complexes import Abs | |
| from sympy.functions.elementary.exponential import log | |
| from sympy.functions.elementary.hyperbolic import (cosh, sinh, tanh) | |
| from sympy.functions.elementary.miscellaneous import sqrt | |
| from sympy.functions.elementary.trigonometric import (acos, asin, atan, cos, sin, tan) | |
| x = symbols('x') | |
| name_expr = [ | |
| ("test_abs", Abs(x)), | |
| ("test_acos", acos(x)), | |
| ("test_asin", asin(x)), | |
| ("test_atan", atan(x)), | |
| ("test_cos", cos(x)), | |
| ("test_cosh", cosh(x)), | |
| ("test_log", log(x)), | |
| ("test_ln", log(x)), | |
| ("test_sin", sin(x)), | |
| ("test_sinh", sinh(x)), | |
| ("test_sqrt", sqrt(x)), | |
| ("test_tan", tan(x)), | |
| ("test_tanh", tanh(x)), | |
| ] | |
| result = codegen(name_expr, "F95", "file", header=False, empty=False) | |
| assert result[0][0] == "file.f90" | |
| expected = ( | |
| 'REAL*8 function test_abs(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_abs = abs(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_acos(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_acos = acos(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_asin(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_asin = asin(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_atan(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_atan = atan(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_cos(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_cos = cos(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_cosh(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_cosh = cosh(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_log(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_log = log(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_ln(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_ln = log(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_sin(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_sin = sin(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_sinh(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_sinh = sinh(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_sqrt(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_sqrt = sqrt(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_tan(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_tan = tan(x)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_tanh(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'test_tanh = tanh(x)\n' | |
| 'end function\n' | |
| ) | |
| assert result[0][1] == expected | |
| assert result[1][0] == "file.h" | |
| expected = ( | |
| 'interface\n' | |
| 'REAL*8 function test_abs(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_acos(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_asin(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_atan(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_cos(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_cosh(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_log(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_ln(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_sin(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_sinh(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_sqrt(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_tan(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_tanh(x)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| ) | |
| assert result[1][1] == expected | |
| def test_intrinsic_math2_codegen(): | |
| # not included: frexp, ldexp, modf, fmod | |
| from sympy.functions.elementary.trigonometric import atan2 | |
| x, y = symbols('x,y') | |
| name_expr = [ | |
| ("test_atan2", atan2(x, y)), | |
| ("test_pow", x**y), | |
| ] | |
| result = codegen(name_expr, "F95", "file", header=False, empty=False) | |
| assert result[0][0] == "file.f90" | |
| expected = ( | |
| 'REAL*8 function test_atan2(x, y)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(in) :: y\n' | |
| 'test_atan2 = atan2(x, y)\n' | |
| 'end function\n' | |
| 'REAL*8 function test_pow(x, y)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(in) :: y\n' | |
| 'test_pow = x**y\n' | |
| 'end function\n' | |
| ) | |
| assert result[0][1] == expected | |
| assert result[1][0] == "file.h" | |
| expected = ( | |
| 'interface\n' | |
| 'REAL*8 function test_atan2(x, y)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(in) :: y\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test_pow(x, y)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(in) :: y\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| ) | |
| assert result[1][1] == expected | |
| def test_complicated_codegen_f95(): | |
| from sympy.functions.elementary.trigonometric import (cos, sin, tan) | |
| x, y, z = symbols('x,y,z') | |
| name_expr = [ | |
| ("test1", ((sin(x) + cos(y) + tan(z))**7).expand()), | |
| ("test2", cos(cos(cos(cos(cos(cos(cos(cos(x + y + z))))))))), | |
| ] | |
| result = codegen(name_expr, "F95", "file", header=False, empty=False) | |
| assert result[0][0] == "file.f90" | |
| expected = ( | |
| 'REAL*8 function test1(x, y, z)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(in) :: y\n' | |
| 'REAL*8, intent(in) :: z\n' | |
| 'test1 = sin(x)**7 + 7*sin(x)**6*cos(y) + 7*sin(x)**6*tan(z) + 21*sin(x) &\n' | |
| ' **5*cos(y)**2 + 42*sin(x)**5*cos(y)*tan(z) + 21*sin(x)**5*tan(z) &\n' | |
| ' **2 + 35*sin(x)**4*cos(y)**3 + 105*sin(x)**4*cos(y)**2*tan(z) + &\n' | |
| ' 105*sin(x)**4*cos(y)*tan(z)**2 + 35*sin(x)**4*tan(z)**3 + 35*sin( &\n' | |
| ' x)**3*cos(y)**4 + 140*sin(x)**3*cos(y)**3*tan(z) + 210*sin(x)**3* &\n' | |
| ' cos(y)**2*tan(z)**2 + 140*sin(x)**3*cos(y)*tan(z)**3 + 35*sin(x) &\n' | |
| ' **3*tan(z)**4 + 21*sin(x)**2*cos(y)**5 + 105*sin(x)**2*cos(y)**4* &\n' | |
| ' tan(z) + 210*sin(x)**2*cos(y)**3*tan(z)**2 + 210*sin(x)**2*cos(y) &\n' | |
| ' **2*tan(z)**3 + 105*sin(x)**2*cos(y)*tan(z)**4 + 21*sin(x)**2*tan &\n' | |
| ' (z)**5 + 7*sin(x)*cos(y)**6 + 42*sin(x)*cos(y)**5*tan(z) + 105* &\n' | |
| ' sin(x)*cos(y)**4*tan(z)**2 + 140*sin(x)*cos(y)**3*tan(z)**3 + 105 &\n' | |
| ' *sin(x)*cos(y)**2*tan(z)**4 + 42*sin(x)*cos(y)*tan(z)**5 + 7*sin( &\n' | |
| ' x)*tan(z)**6 + cos(y)**7 + 7*cos(y)**6*tan(z) + 21*cos(y)**5*tan( &\n' | |
| ' z)**2 + 35*cos(y)**4*tan(z)**3 + 35*cos(y)**3*tan(z)**4 + 21*cos( &\n' | |
| ' y)**2*tan(z)**5 + 7*cos(y)*tan(z)**6 + tan(z)**7\n' | |
| 'end function\n' | |
| 'REAL*8 function test2(x, y, z)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(in) :: y\n' | |
| 'REAL*8, intent(in) :: z\n' | |
| 'test2 = cos(cos(cos(cos(cos(cos(cos(cos(x + y + z))))))))\n' | |
| 'end function\n' | |
| ) | |
| assert result[0][1] == expected | |
| assert result[1][0] == "file.h" | |
| expected = ( | |
| 'interface\n' | |
| 'REAL*8 function test1(x, y, z)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(in) :: y\n' | |
| 'REAL*8, intent(in) :: z\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| 'interface\n' | |
| 'REAL*8 function test2(x, y, z)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(in) :: y\n' | |
| 'REAL*8, intent(in) :: z\n' | |
| 'end function\n' | |
| 'end interface\n' | |
| ) | |
| assert result[1][1] == expected | |
| def test_loops(): | |
| from sympy.tensor import IndexedBase, Idx | |
| from sympy.core.symbol import symbols | |
| n, m = symbols('n,m', integer=True) | |
| A, x, y = map(IndexedBase, 'Axy') | |
| i = Idx('i', m) | |
| j = Idx('j', n) | |
| (f1, code), (f2, interface) = codegen( | |
| ('matrix_vector', Eq(y[i], A[i, j]*x[j])), "F95", "file", header=False, empty=False) | |
| assert f1 == 'file.f90' | |
| expected = ( | |
| 'subroutine matrix_vector(A, m, n, x, y)\n' | |
| 'implicit none\n' | |
| 'INTEGER*4, intent(in) :: m\n' | |
| 'INTEGER*4, intent(in) :: n\n' | |
| 'REAL*8, intent(in), dimension(1:m, 1:n) :: A\n' | |
| 'REAL*8, intent(in), dimension(1:n) :: x\n' | |
| 'REAL*8, intent(out), dimension(1:m) :: y\n' | |
| 'INTEGER*4 :: i\n' | |
| 'INTEGER*4 :: j\n' | |
| 'do i = 1, m\n' | |
| ' y(i) = 0\n' | |
| 'end do\n' | |
| 'do i = 1, m\n' | |
| ' do j = 1, n\n' | |
| ' y(i) = %(rhs)s + y(i)\n' | |
| ' end do\n' | |
| 'end do\n' | |
| 'end subroutine\n' | |
| ) | |
| assert code == expected % {'rhs': 'A(i, j)*x(j)'} or\ | |
| code == expected % {'rhs': 'x(j)*A(i, j)'} | |
| assert f2 == 'file.h' | |
| assert interface == ( | |
| 'interface\n' | |
| 'subroutine matrix_vector(A, m, n, x, y)\n' | |
| 'implicit none\n' | |
| 'INTEGER*4, intent(in) :: m\n' | |
| 'INTEGER*4, intent(in) :: n\n' | |
| 'REAL*8, intent(in), dimension(1:m, 1:n) :: A\n' | |
| 'REAL*8, intent(in), dimension(1:n) :: x\n' | |
| 'REAL*8, intent(out), dimension(1:m) :: y\n' | |
| 'end subroutine\n' | |
| 'end interface\n' | |
| ) | |
| def test_dummy_loops_f95(): | |
| from sympy.tensor import IndexedBase, Idx | |
| i, m = symbols('i m', integer=True, cls=Dummy) | |
| x = IndexedBase('x') | |
| y = IndexedBase('y') | |
| i = Idx(i, m) | |
| expected = ( | |
| 'subroutine test_dummies(m_%(mcount)i, x, y)\n' | |
| 'implicit none\n' | |
| 'INTEGER*4, intent(in) :: m_%(mcount)i\n' | |
| 'REAL*8, intent(in), dimension(1:m_%(mcount)i) :: x\n' | |
| 'REAL*8, intent(out), dimension(1:m_%(mcount)i) :: y\n' | |
| 'INTEGER*4 :: i_%(icount)i\n' | |
| 'do i_%(icount)i = 1, m_%(mcount)i\n' | |
| ' y(i_%(icount)i) = x(i_%(icount)i)\n' | |
| 'end do\n' | |
| 'end subroutine\n' | |
| ) % {'icount': i.label.dummy_index, 'mcount': m.dummy_index} | |
| r = make_routine('test_dummies', Eq(y[i], x[i])) | |
| c = FCodeGen() | |
| code = get_string(c.dump_f95, [r]) | |
| assert code == expected | |
| def test_loops_InOut(): | |
| from sympy.tensor import IndexedBase, Idx | |
| from sympy.core.symbol import symbols | |
| i, j, n, m = symbols('i,j,n,m', integer=True) | |
| A, x, y = symbols('A,x,y') | |
| A = IndexedBase(A)[Idx(i, m), Idx(j, n)] | |
| x = IndexedBase(x)[Idx(j, n)] | |
| y = IndexedBase(y)[Idx(i, m)] | |
| (f1, code), (f2, interface) = codegen( | |
| ('matrix_vector', Eq(y, y + A*x)), "F95", "file", header=False, empty=False) | |
| assert f1 == 'file.f90' | |
| expected = ( | |
| 'subroutine matrix_vector(A, m, n, x, y)\n' | |
| 'implicit none\n' | |
| 'INTEGER*4, intent(in) :: m\n' | |
| 'INTEGER*4, intent(in) :: n\n' | |
| 'REAL*8, intent(in), dimension(1:m, 1:n) :: A\n' | |
| 'REAL*8, intent(in), dimension(1:n) :: x\n' | |
| 'REAL*8, intent(inout), dimension(1:m) :: y\n' | |
| 'INTEGER*4 :: i\n' | |
| 'INTEGER*4 :: j\n' | |
| 'do i = 1, m\n' | |
| ' do j = 1, n\n' | |
| ' y(i) = %(rhs)s + y(i)\n' | |
| ' end do\n' | |
| 'end do\n' | |
| 'end subroutine\n' | |
| ) | |
| assert (code == expected % {'rhs': 'A(i, j)*x(j)'} or | |
| code == expected % {'rhs': 'x(j)*A(i, j)'}) | |
| assert f2 == 'file.h' | |
| assert interface == ( | |
| 'interface\n' | |
| 'subroutine matrix_vector(A, m, n, x, y)\n' | |
| 'implicit none\n' | |
| 'INTEGER*4, intent(in) :: m\n' | |
| 'INTEGER*4, intent(in) :: n\n' | |
| 'REAL*8, intent(in), dimension(1:m, 1:n) :: A\n' | |
| 'REAL*8, intent(in), dimension(1:n) :: x\n' | |
| 'REAL*8, intent(inout), dimension(1:m) :: y\n' | |
| 'end subroutine\n' | |
| 'end interface\n' | |
| ) | |
| def test_partial_loops_f(): | |
| # check that loop boundaries are determined by Idx, and array strides | |
| # determined by shape of IndexedBase object. | |
| from sympy.tensor import IndexedBase, Idx | |
| from sympy.core.symbol import symbols | |
| n, m, o, p = symbols('n m o p', integer=True) | |
| A = IndexedBase('A', shape=(m, p)) | |
| x = IndexedBase('x') | |
| y = IndexedBase('y') | |
| i = Idx('i', (o, m - 5)) # Note: bounds are inclusive | |
| j = Idx('j', n) # dimension n corresponds to bounds (0, n - 1) | |
| (f1, code), (f2, interface) = codegen( | |
| ('matrix_vector', Eq(y[i], A[i, j]*x[j])), "F95", "file", header=False, empty=False) | |
| expected = ( | |
| 'subroutine matrix_vector(A, m, n, o, p, x, y)\n' | |
| 'implicit none\n' | |
| 'INTEGER*4, intent(in) :: m\n' | |
| 'INTEGER*4, intent(in) :: n\n' | |
| 'INTEGER*4, intent(in) :: o\n' | |
| 'INTEGER*4, intent(in) :: p\n' | |
| 'REAL*8, intent(in), dimension(1:m, 1:p) :: A\n' | |
| 'REAL*8, intent(in), dimension(1:n) :: x\n' | |
| 'REAL*8, intent(out), dimension(1:%(iup-ilow)s) :: y\n' | |
| 'INTEGER*4 :: i\n' | |
| 'INTEGER*4 :: j\n' | |
| 'do i = %(ilow)s, %(iup)s\n' | |
| ' y(i) = 0\n' | |
| 'end do\n' | |
| 'do i = %(ilow)s, %(iup)s\n' | |
| ' do j = 1, n\n' | |
| ' y(i) = %(rhs)s + y(i)\n' | |
| ' end do\n' | |
| 'end do\n' | |
| 'end subroutine\n' | |
| ) % { | |
| 'rhs': '%(rhs)s', | |
| 'iup': str(m - 4), | |
| 'ilow': str(1 + o), | |
| 'iup-ilow': str(m - 4 - o) | |
| } | |
| assert code == expected % {'rhs': 'A(i, j)*x(j)'} or\ | |
| code == expected % {'rhs': 'x(j)*A(i, j)'} | |
| def test_output_arg_f(): | |
| from sympy.core.relational import Equality | |
| from sympy.functions.elementary.trigonometric import (cos, sin) | |
| x, y, z = symbols("x,y,z") | |
| r = make_routine("foo", [Equality(y, sin(x)), cos(x)]) | |
| c = FCodeGen() | |
| result = c.write([r], "test", header=False, empty=False) | |
| assert result[0][0] == "test.f90" | |
| assert result[0][1] == ( | |
| 'REAL*8 function foo(x, y)\n' | |
| 'implicit none\n' | |
| 'REAL*8, intent(in) :: x\n' | |
| 'REAL*8, intent(out) :: y\n' | |
| 'y = sin(x)\n' | |
| 'foo = cos(x)\n' | |
| 'end function\n' | |
| ) | |
| def test_inline_function(): | |
| from sympy.tensor import IndexedBase, Idx | |
| from sympy.core.symbol import symbols | |
| n, m = symbols('n m', integer=True) | |
| A, x, y = map(IndexedBase, 'Axy') | |
| i = Idx('i', m) | |
| p = FCodeGen() | |
| func = implemented_function('func', Lambda(n, n*(n + 1))) | |
| routine = make_routine('test_inline', Eq(y[i], func(x[i]))) | |
| code = get_string(p.dump_f95, [routine]) | |
| expected = ( | |
| 'subroutine test_inline(m, x, y)\n' | |
| 'implicit none\n' | |
| 'INTEGER*4, intent(in) :: m\n' | |
| 'REAL*8, intent(in), dimension(1:m) :: x\n' | |
| 'REAL*8, intent(out), dimension(1:m) :: y\n' | |
| 'INTEGER*4 :: i\n' | |
| 'do i = 1, m\n' | |
| ' y(i) = %s*%s\n' | |
| 'end do\n' | |
| 'end subroutine\n' | |
| ) | |
| args = ('x(i)', '(x(i) + 1)') | |
| assert code == expected % args or\ | |
| code == expected % args[::-1] | |
| def test_f_code_call_signature_wrap(): | |
| # Issue #7934 | |
| x = symbols('x:20') | |
| expr = 0 | |
| for sym in x: | |
| expr += sym | |
| routine = make_routine("test", expr) | |
| code_gen = FCodeGen() | |
| source = get_string(code_gen.dump_f95, [routine]) | |
| expected = """\ | |
| REAL*8 function test(x0, x1, x10, x11, x12, x13, x14, x15, x16, x17, x18, & | |
| x19, x2, x3, x4, x5, x6, x7, x8, x9) | |
| implicit none | |
| REAL*8, intent(in) :: x0 | |
| REAL*8, intent(in) :: x1 | |
| REAL*8, intent(in) :: x10 | |
| REAL*8, intent(in) :: x11 | |
| REAL*8, intent(in) :: x12 | |
| REAL*8, intent(in) :: x13 | |
| REAL*8, intent(in) :: x14 | |
| REAL*8, intent(in) :: x15 | |
| REAL*8, intent(in) :: x16 | |
| REAL*8, intent(in) :: x17 | |
| REAL*8, intent(in) :: x18 | |
| REAL*8, intent(in) :: x19 | |
| REAL*8, intent(in) :: x2 | |
| REAL*8, intent(in) :: x3 | |
| REAL*8, intent(in) :: x4 | |
| REAL*8, intent(in) :: x5 | |
| REAL*8, intent(in) :: x6 | |
| REAL*8, intent(in) :: x7 | |
| REAL*8, intent(in) :: x8 | |
| REAL*8, intent(in) :: x9 | |
| test = x0 + x1 + x10 + x11 + x12 + x13 + x14 + x15 + x16 + x17 + x18 + & | |
| x19 + x2 + x3 + x4 + x5 + x6 + x7 + x8 + x9 | |
| end function | |
| """ | |
| assert source == expected | |
| def test_check_case(): | |
| x, X = symbols('x,X') | |
| raises(CodeGenError, lambda: codegen(('test', x*X), 'f95', 'prefix')) | |
| def test_check_case_false_positive(): | |
| # The upper case/lower case exception should not be triggered by SymPy | |
| # objects that differ only because of assumptions. (It may be useful to | |
| # have a check for that as well, but here we only want to test against | |
| # false positives with respect to case checking.) | |
| x1 = symbols('x') | |
| x2 = symbols('x', my_assumption=True) | |
| try: | |
| codegen(('test', x1*x2), 'f95', 'prefix') | |
| except CodeGenError as e: | |
| if e.args[0].startswith("Fortran ignores case."): | |
| raise AssertionError("This exception should not be raised!") | |
| def test_c_fortran_omit_routine_name(): | |
| x, y = symbols("x,y") | |
| name_expr = [("foo", 2*x)] | |
| result = codegen(name_expr, "F95", header=False, empty=False) | |
| expresult = codegen(name_expr, "F95", "foo", header=False, empty=False) | |
| assert result[0][1] == expresult[0][1] | |
| name_expr = ("foo", x*y) | |
| result = codegen(name_expr, "F95", header=False, empty=False) | |
| expresult = codegen(name_expr, "F95", "foo", header=False, empty=False) | |
| assert result[0][1] == expresult[0][1] | |
| name_expr = ("foo", Matrix([[x, y], [x+y, x-y]])) | |
| result = codegen(name_expr, "C89", header=False, empty=False) | |
| expresult = codegen(name_expr, "C89", "foo", header=False, empty=False) | |
| assert result[0][1] == expresult[0][1] | |
| def test_fcode_matrix_output(): | |
| x, y, z = symbols('x,y,z') | |
| e1 = x + y | |
| e2 = Matrix([[x, y], [z, 16]]) | |
| name_expr = ("test", (e1, e2)) | |
| result = codegen(name_expr, "f95", "test", header=False, empty=False) | |
| source = result[0][1] | |
| expected = ( | |
| "REAL*8 function test(x, y, z, out_%(hash)s)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "REAL*8, intent(in) :: z\n" | |
| "REAL*8, intent(out), dimension(1:2, 1:2) :: out_%(hash)s\n" | |
| "out_%(hash)s(1, 1) = x\n" | |
| "out_%(hash)s(2, 1) = z\n" | |
| "out_%(hash)s(1, 2) = y\n" | |
| "out_%(hash)s(2, 2) = 16\n" | |
| "test = x + y\n" | |
| "end function\n" | |
| ) | |
| # look for the magic number | |
| a = source.splitlines()[5] | |
| b = a.split('_') | |
| out = b[1] | |
| expected = expected % {'hash': out} | |
| assert source == expected | |
| def test_fcode_results_named_ordered(): | |
| x, y, z = symbols('x,y,z') | |
| B, C = symbols('B,C') | |
| A = MatrixSymbol('A', 1, 3) | |
| expr1 = Equality(A, Matrix([[1, 2, x]])) | |
| expr2 = Equality(C, (x + y)*z) | |
| expr3 = Equality(B, 2*x) | |
| name_expr = ("test", [expr1, expr2, expr3]) | |
| result = codegen(name_expr, "f95", "test", header=False, empty=False, | |
| argument_sequence=(x, z, y, C, A, B)) | |
| source = result[0][1] | |
| expected = ( | |
| "subroutine test(x, z, y, C, A, B)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: z\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "REAL*8, intent(out) :: C\n" | |
| "REAL*8, intent(out) :: B\n" | |
| "REAL*8, intent(out), dimension(1:1, 1:3) :: A\n" | |
| "C = z*(x + y)\n" | |
| "A(1, 1) = 1\n" | |
| "A(1, 2) = 2\n" | |
| "A(1, 3) = x\n" | |
| "B = 2*x\n" | |
| "end subroutine\n" | |
| ) | |
| assert source == expected | |
| def test_fcode_matrixsymbol_slice(): | |
| A = MatrixSymbol('A', 2, 3) | |
| B = MatrixSymbol('B', 1, 3) | |
| C = MatrixSymbol('C', 1, 3) | |
| D = MatrixSymbol('D', 2, 1) | |
| name_expr = ("test", [Equality(B, A[0, :]), | |
| Equality(C, A[1, :]), | |
| Equality(D, A[:, 2])]) | |
| result = codegen(name_expr, "f95", "test", header=False, empty=False) | |
| source = result[0][1] | |
| expected = ( | |
| "subroutine test(A, B, C, D)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in), dimension(1:2, 1:3) :: A\n" | |
| "REAL*8, intent(out), dimension(1:1, 1:3) :: B\n" | |
| "REAL*8, intent(out), dimension(1:1, 1:3) :: C\n" | |
| "REAL*8, intent(out), dimension(1:2, 1:1) :: D\n" | |
| "B(1, 1) = A(1, 1)\n" | |
| "B(1, 2) = A(1, 2)\n" | |
| "B(1, 3) = A(1, 3)\n" | |
| "C(1, 1) = A(2, 1)\n" | |
| "C(1, 2) = A(2, 2)\n" | |
| "C(1, 3) = A(2, 3)\n" | |
| "D(1, 1) = A(1, 3)\n" | |
| "D(2, 1) = A(2, 3)\n" | |
| "end subroutine\n" | |
| ) | |
| assert source == expected | |
| def test_fcode_matrixsymbol_slice_autoname(): | |
| # see issue #8093 | |
| A = MatrixSymbol('A', 2, 3) | |
| name_expr = ("test", A[:, 1]) | |
| result = codegen(name_expr, "f95", "test", header=False, empty=False) | |
| source = result[0][1] | |
| expected = ( | |
| "subroutine test(A, out_%(hash)s)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in), dimension(1:2, 1:3) :: A\n" | |
| "REAL*8, intent(out), dimension(1:2, 1:1) :: out_%(hash)s\n" | |
| "out_%(hash)s(1, 1) = A(1, 2)\n" | |
| "out_%(hash)s(2, 1) = A(2, 2)\n" | |
| "end subroutine\n" | |
| ) | |
| # look for the magic number | |
| a = source.splitlines()[3] | |
| b = a.split('_') | |
| out = b[1] | |
| expected = expected % {'hash': out} | |
| assert source == expected | |
| def test_global_vars(): | |
| x, y, z, t = symbols("x y z t") | |
| result = codegen(('f', x*y), "F95", header=False, empty=False, | |
| global_vars=(y,)) | |
| source = result[0][1] | |
| expected = ( | |
| "REAL*8 function f(x)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "f = x*y\n" | |
| "end function\n" | |
| ) | |
| assert source == expected | |
| expected = ( | |
| '#include "f.h"\n' | |
| '#include <math.h>\n' | |
| 'double f(double x, double y) {\n' | |
| ' double f_result;\n' | |
| ' f_result = x*y + z;\n' | |
| ' return f_result;\n' | |
| '}\n' | |
| ) | |
| result = codegen(('f', x*y+z), "C", header=False, empty=False, | |
| global_vars=(z, t)) | |
| source = result[0][1] | |
| assert source == expected | |
| def test_custom_codegen(): | |
| from sympy.printing.c import C99CodePrinter | |
| from sympy.functions.elementary.exponential import exp | |
| printer = C99CodePrinter(settings={'user_functions': {'exp': 'fastexp'}}) | |
| x, y = symbols('x y') | |
| expr = exp(x + y) | |
| # replace math.h with a different header | |
| gen = C99CodeGen(printer=printer, | |
| preprocessor_statements=['#include "fastexp.h"']) | |
| expected = ( | |
| '#include "expr.h"\n' | |
| '#include "fastexp.h"\n' | |
| 'double expr(double x, double y) {\n' | |
| ' double expr_result;\n' | |
| ' expr_result = fastexp(x + y);\n' | |
| ' return expr_result;\n' | |
| '}\n' | |
| ) | |
| result = codegen(('expr', expr), header=False, empty=False, code_gen=gen) | |
| source = result[0][1] | |
| assert source == expected | |
| # use both math.h and an external header | |
| gen = C99CodeGen(printer=printer) | |
| gen.preprocessor_statements.append('#include "fastexp.h"') | |
| expected = ( | |
| '#include "expr.h"\n' | |
| '#include <math.h>\n' | |
| '#include "fastexp.h"\n' | |
| 'double expr(double x, double y) {\n' | |
| ' double expr_result;\n' | |
| ' expr_result = fastexp(x + y);\n' | |
| ' return expr_result;\n' | |
| '}\n' | |
| ) | |
| result = codegen(('expr', expr), header=False, empty=False, code_gen=gen) | |
| source = result[0][1] | |
| assert source == expected | |
| def test_c_with_printer(): | |
| # issue 13586 | |
| from sympy.printing.c import C99CodePrinter | |
| class CustomPrinter(C99CodePrinter): | |
| def _print_Pow(self, expr): | |
| return "fastpow({}, {})".format(self._print(expr.base), | |
| self._print(expr.exp)) | |
| x = symbols('x') | |
| expr = x**3 | |
| expected =[ | |
| ("file.c", | |
| "#include \"file.h\"\n" | |
| "#include <math.h>\n" | |
| "double test(double x) {\n" | |
| " double test_result;\n" | |
| " test_result = fastpow(x, 3);\n" | |
| " return test_result;\n" | |
| "}\n"), | |
| ("file.h", | |
| "#ifndef PROJECT__FILE__H\n" | |
| "#define PROJECT__FILE__H\n" | |
| "double test(double x);\n" | |
| "#endif\n") | |
| ] | |
| result = codegen(("test", expr), "C","file", header=False, empty=False, printer = CustomPrinter()) | |
| assert result == expected | |
| def test_fcode_complex(): | |
| import sympy.utilities.codegen | |
| sympy.utilities.codegen.COMPLEX_ALLOWED = True | |
| x = Symbol('x', real=True) | |
| y = Symbol('y',real=True) | |
| result = codegen(('test',x+y), 'f95', 'test', header=False, empty=False) | |
| source = (result[0][1]) | |
| expected = ( | |
| "REAL*8 function test(x, y)\n" | |
| "implicit none\n" | |
| "REAL*8, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "test = x + y\n" | |
| "end function\n") | |
| assert source == expected | |
| x = Symbol('x') | |
| y = Symbol('y',real=True) | |
| result = codegen(('test',x+y), 'f95', 'test', header=False, empty=False) | |
| source = (result[0][1]) | |
| expected = ( | |
| "COMPLEX*16 function test(x, y)\n" | |
| "implicit none\n" | |
| "COMPLEX*16, intent(in) :: x\n" | |
| "REAL*8, intent(in) :: y\n" | |
| "test = x + y\n" | |
| "end function\n" | |
| ) | |
| assert source==expected | |
| sympy.utilities.codegen.COMPLEX_ALLOWED = False | |