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Original file line number | Diff line number | Diff line change |
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@@ -1,17 +1,79 @@ | ||
import ast | ||
import itertools | ||
import logging | ||
from io import StringIO | ||
from tempfile import TemporaryDirectory | ||
from unittest import TestCase | ||
|
||
import cvxpy as cp | ||
import test_E2E_LP | ||
import test_E2E_QP | ||
import test_E2E_SOCP | ||
|
||
from cvxpygen.cpg import ( | ||
get_configuration, | ||
get_constraint_info, | ||
get_dual_variable_info, | ||
get_interface_class, | ||
get_parameter_info, | ||
get_variable_info, | ||
handle_sparsity, | ||
) | ||
from cvxpygen.utils import write_interface | ||
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||
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class test_stub_gen(TestCase): | ||
def setUp(self) -> None: | ||
self.all_problems = itertools.chain( | ||
test_E2E_LP.name_to_prob.items(), | ||
test_E2E_QP.name_to_prob.items(), | ||
test_E2E_SOCP.name_to_prob.items(), | ||
) | ||
self.tempdir = TemporaryDirectory() | ||
return super().setUp() | ||
|
||
def tearDown(self) -> None: | ||
self.tempdir.cleanup() | ||
return super().tearDown() | ||
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def get_codegen_context(self, problem: cp.Problem): | ||
# problem data | ||
data, solving_chain, inverse_data = problem.get_problem_data( | ||
solver=None, | ||
) | ||
param_prob = data['param_prob'] | ||
solver_name = solving_chain.solver.name() | ||
interface_class, cvxpy_interface_class = get_interface_class(solver_name) | ||
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# configuration | ||
configuration = get_configuration(self.tempdir, solver_name, False, "") | ||
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# cone problems check | ||
if hasattr(param_prob, 'cone_dims'): | ||
cone_dims = param_prob.cone_dims | ||
interface_class.check_unsupported_cones(cone_dims) | ||
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handle_sparsity(param_prob) | ||
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solver_interface = interface_class(data, param_prob, []) # noqa | ||
variable_info = get_variable_info(problem, inverse_data) | ||
dual_variable_info = get_dual_variable_info(inverse_data, solver_interface, cvxpy_interface_class) | ||
parameter_info = get_parameter_info(param_prob) | ||
constraint_info = get_constraint_info(solver_interface) | ||
return dict( | ||
configuration=configuration, | ||
solver_interface=solver_interface, | ||
variable_info=variable_info, | ||
dual_variable_info=dual_variable_info, | ||
parameter_info=parameter_info, | ||
) | ||
|
||
def test_stub_valid(self): | ||
... | ||
for name, problem in self.all_problems: | ||
with StringIO() as f: | ||
write_interface(f=f, **self.get_codegen_context(problem)) | ||
try: | ||
ast.parse(f.read()) | ||
except SyntaxError: | ||
logging.exception(f"Generated stub file for problem {name} has incoorect syntax") | ||
raise |