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30 changes: 30 additions & 0 deletions src/qoco/interface.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@
# This source code is licensed under the BSD 3-Clause License

import importlib
import os
import numpy as np
from scipy import sparse
from types import SimpleNamespace
Expand Down Expand Up @@ -163,7 +164,33 @@ def update_matrix_data(self, P=None, A=None, G=None):

return self._solver.update_matrix_data(P, A, G)

def _dump(self, filename):
Psc = sparse.triu(self.Psp, format="csc") if self.Psp is not None else sparse.csc_matrix((self.n, self.n))
Asc = self.Asp.tocsc() if self.Asp is not None else sparse.csc_matrix((self.p, self.n))
Gsc = self.Gsp.tocsc() if self.Gsp is not None else sparse.csc_matrix((self.m, self.n))

dirname = os.path.dirname(filename)
if dirname:
os.makedirs(dirname, exist_ok=True)

with open(filename, "wb") as f:
np.array([self.n, self.m, self.p, self.l, self.nsoc, Psc.nnz, Asc.nnz, Gsc.nnz], dtype=np.int32).tofile(f)
self.c.tofile(f)
self.b.tofile(f)
self.h.tofile(f)
self.q.tofile(f)

def dump_csc(M):
M.data.astype(np.float64).tofile(f)
M.indices.astype(np.int32).tofile(f)
M.indptr.astype(np.int32).tofile(f)

dump_csc(Psc)
dump_csc(Asc)
dump_csc(Gsc)

def setup(self, n, m, p, P, c, A, b, G, h, l, nsoc, q, **settings):
dump_problem = settings.pop("dump_problem", None)
self.m = m
self.n = n
self.p = p
Expand Down Expand Up @@ -228,6 +255,9 @@ def setup(self, n, m, p, P, c, A, b, G, h, l, nsoc, q, **settings):
self.settings,
)

if dump_problem:
self._dump(dump_problem if isinstance(dump_problem, str) else "problem.bin")

def solve(self):
self._solver.solve()

Expand Down
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