From 568e381bb59388e8ec149b88f863ffa549b146e0 Mon Sep 17 00:00:00 2001
From: Avinash Anand <36325275+anand-avinash@users.noreply.github.com>
Date: Mon, 4 Aug 2025 14:52:32 +0530
Subject: [PATCH 1/3] updated the call to
 scipy.sparse.linalg._isolve.utils.make_system according to its updated
 interface

---
 brahmap/math/linalg.py           | 18 ++++++++++++++----
 tests/test_noise_ops_toeplitz.py |  4 ++--
 2 files changed, 16 insertions(+), 6 deletions(-)

diff --git a/brahmap/math/linalg.py b/brahmap/math/linalg.py
index a6ab3e9..a4f2c5a 100644
--- a/brahmap/math/linalg.py
+++ b/brahmap/math/linalg.py
@@ -69,13 +69,23 @@ def cg(
     _type_
         _description_
     """
-    A, M, x, b, postprocess = scipy.sparse.linalg._isolve.utils.make_system(
+    temp_tuple = scipy.sparse.linalg._isolve.utils.make_system(
         A,
         M,
         x0,
         b,
     )
 
+    # Starting from SciPy 1.16.0, `make_system` returns 4 objects instead of 5.
+    # Even in earlier versions, only the first 4 objects were needed for our
+    # use. The following unpacking ensures compatibility across all versions.
+    # This logic can be simplified once support for versions below 1.16.0 is
+    # dropped.
+    A = temp_tuple[0]
+    M = temp_tuple[1]
+    x = temp_tuple[2]
+    b = temp_tuple[3]
+
     if parallel:
         norm_function: Callable = parallel_norm
     else:
@@ -91,7 +101,7 @@ def cg(
     )
 
     if b_norm == 0:
-        return postprocess(b), 0
+        return b, 0
 
     dotprod = np.vdot if np.iscomplexobj(x) else np.dot
 
@@ -105,7 +115,7 @@ def cg(
 
     for iteration in range(maxiter):
         if norm_residual < atol:
-            return postprocess(x), 0
+            return x, 0
 
         z = M * r
         rho_cur = dotprod(r, z)
@@ -129,4 +139,4 @@ def cg(
             callback(x, r, norm_residual)
 
     else:
-        return postprocess(x), maxiter
+        return x, maxiter
diff --git a/tests/test_noise_ops_toeplitz.py b/tests/test_noise_ops_toeplitz.py
index a69c0ea..a08cc88 100644
--- a/tests/test_noise_ops_toeplitz.py
+++ b/tests/test_noise_ops_toeplitz.py
@@ -142,8 +142,8 @@ def test_Strang_precond(self, precond_type):
 
 class TestNoiseOps_Toeplitz_F32(NoiseOps_Toeplitz):
     dtype = np.float32
-    rtol = 1.0e-4
-    atol = 1.0e-5
+    rtol = 1.0e-3
+    atol = 1.0e-4
 
 
 class TestNoiseOps_Toeplitz_F64(NoiseOps_Toeplitz):

From c877034058ff27781abda3c1f842f6587241e38e Mon Sep 17 00:00:00 2001
From: Avinash Anand <36325275+anand-avinash@users.noreply.github.com>
Date: Mon, 4 Aug 2025 15:07:44 +0530
Subject: [PATCH 2/3] fixed github action workflow to install latest copy of
 litebird_sim for test

---
 .github/workflows/tests.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml
index 88324dc..4775e3d 100644
--- a/.github/workflows/tests.yaml
+++ b/.github/workflows/tests.yaml
@@ -41,7 +41,7 @@ jobs:
         if: ${{ matrix.python-version == '3.12' }}
         run: |
           python -m pip install --upgrade pip
-          pip install git+https://github.com/litebird/litebird_sim.git@b7144f8
+          pip install git+https://github.com/litebird/litebird_sim.git
 
       - name: Install BrahMap
         run: |

From ebe1b485db3a5e6c29e25af6a04ce833da903a81 Mon Sep 17 00:00:00 2001
From: Avinash Anand <36325275+anand-avinash@users.noreply.github.com>
Date: Mon, 4 Aug 2025 15:22:13 +0530
Subject: [PATCH 3/3] updated workflow to install the python package deprecated
 to make litebird_sim work as expected

---
 .github/workflows/tests.yaml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml
index 4775e3d..0ef00e2 100644
--- a/.github/workflows/tests.yaml
+++ b/.github/workflows/tests.yaml
@@ -42,6 +42,7 @@ jobs:
         run: |
           python -m pip install --upgrade pip
           pip install git+https://github.com/litebird/litebird_sim.git
+          pip install deprecated
 
       - name: Install BrahMap
         run: |