Fix: Update function calls in pyabacus to align with new function signature in hpsi_func

python/pyabacus/src/py_diago_dav_subspace.hpp

@@ -110,11 +110,14 @@ class PyDiagoDavSubspace
         bool scf_type,
         hsolver::diag_comm_info comm_info
     ) {
-        auto hpsi_func = [mm_op] (std::complex<double> *hpsi_out,
-                    std::complex<double> *psi_in, const int nband_in,
-                    const int nbasis_in, const int band_index1,
-                    const int band_index2) 
-        {
+        auto hpsi_func = [mm_op] (
+            std::complex<double> *psi_in,
+            std::complex<double> *hpsi_out, 
+            const int nband_in,
+            const int nbasis_in, 
+            const int band_index1,
+            const int band_index2
+        ) {
             // Note: numpy's py::array_t is row-major, but
             //       our raw pointer-array is column-major
             py::array_t<std::complex<double>, py::array::f_style> psi({nbasis_in, band_index2 - band_index1 + 1});

python/pyabacus/src/py_diago_david.hpp

@@ -109,8 +109,8 @@ class PyDiagoDavid
         hsolver::diag_comm_info comm_info
     ) {
         auto hpsi_func = [mm_op] (
-            std::complex<double> *hpsi_out,
-            std::complex<double> *psi_in, 
+            std::complex<double> *psi_in,
+            std::complex<double> *hpsi_out, 
             const int nband_in, 
             const int nbasis_in, 
             const int band_index1, 

python/pyabacus/src/pyabacus/hsolver/_hsolver.py

@@ -16,7 +16,7 @@ def rank(self) -> int: ...
     def nproc(self) -> int: ...
 
 def dav_subspace(
-    mm_op: Callable[[NDArray[np.complex128]], NDArray[np.complex128]],
+    mvv_op: Callable[[NDArray[np.complex128]], NDArray[np.complex128]],
     init_v: NDArray[np.complex128],
     dim: int,
     num_eigs: int,
@@ -32,9 +32,10 @@ def dav_subspace(
 
     Parameters
     ----------
-    mm_op : Callable[[NDArray[np.complex128]], NDArray[np.complex128]],
-        The operator to be diagonalized, which is a function that takes a matrix as input
-        and returns a matrix mv_op(X) = H * X as output.
+    mvv_op : Callable[[NDArray[np.complex128]], NDArray[np.complex128]],
+        The operator to be diagonalized, which is a function that takes a set of 
+        vectors X = [x1, ..., xN] as input and returns a matrix(vector block)
+        mvv_op(X) = H * X ([Hx1, ..., HxN]) as output.
     init_v : NDArray[np.complex128]
         The initial guess for the eigenvectors.
     dim : int
@@ -68,8 +69,8 @@ def dav_subspace(
     v : NDArray[np.complex128]
         The eigenvectors corresponding to the eigenvalues.
     """
-    if not callable(mm_op):
-        raise TypeError("mm_op must be a callable object.")
+    if not callable(mvv_op):
+        raise TypeError("mvv_op must be a callable object.")
 
     if is_occupied is None:
         is_occupied = [True] * num_eigs
@@ -86,7 +87,7 @@ def dav_subspace(
     assert dav_ndim * num_eigs < dim * comm_info.nproc, "dav_ndim * num_eigs must be less than dim * comm_info.nproc."
 
     _ = _diago_obj_dav_subspace.diag(
-        mm_op,
+        mvv_op,
         pre_condition,
         dav_ndim,
         tol,
@@ -103,7 +104,7 @@ def dav_subspace(
     return e, v
 
 def davidson(
-    mm_op: Callable[[NDArray[np.complex128]], NDArray[np.complex128]],
+    mvv_op: Callable[[NDArray[np.complex128]], NDArray[np.complex128]],
     init_v: NDArray[np.complex128],
     dim: int,
     num_eigs: int,
@@ -119,9 +120,10 @@ def davidson(
 
     Parameters
     ----------
-    mm_op : Callable[[NDArray[np.complex128]], NDArray[np.complex128]],
-        The operator to be diagonalized, which is a function that takes a matrix as input
-        and returns a matrix mv_op(X) = H * X as output.
+    mvv_op : Callable[[NDArray[np.complex128]], NDArray[np.complex128]],
+        The operator to be diagonalized, which is a function that takes a set of 
+        vectors X = [x1, ..., xN] as input and returns a matrix(vector block)
+        mvv_op(X) = H * X ([Hx1, ..., HxN]) as output.
     init_v : NDArray[np.complex128]
         The initial guess for the eigenvectors.
     dim : int
@@ -146,8 +148,8 @@ def davidson(
     v : NDArray[np.complex128]
         The eigenvectors corresponding to the eigenvalues.
     """
-    if not callable(mm_op):
-        raise TypeError("mm_op must be a callable object.")
+    if not callable(mvv_op):
+        raise TypeError("mvv_op must be a callable object.")
 
     if init_v.ndim != 1 or init_v.dtype != np.complex128:
         init_v = init_v.flatten().astype(np.complex128, order='C')
@@ -159,7 +161,7 @@ def davidson(
     comm_info = hsolver.diag_comm_info(0, 1)
 
     _ = _diago_obj_dav_subspace.diag(
-        mm_op,
+        mvv_op,
         pre_condition,
         dav_ndim,
         tol,