FIX: Pip pre

mne/io/bti/read.py

@@ -48,12 +48,12 @@ def read_int8(fid):
 
 def read_uint16(fid):
     """Read unsigned 16bit integer from bti file."""
-    return _unpack_simple(fid, ">u2", np.uint16)
+    return _unpack_simple(fid, ">u2", np.uint32)
 
 
 def read_int16(fid):
     """Read 16bit integer from bti file."""
-    return _unpack_simple(fid, ">i2", np.int16)
+    return _unpack_simple(fid, ">i2", np.int32)
 
 
 def read_uint32(fid):
@@ -88,7 +88,13 @@ def read_double(fid):
 
 def read_int16_matrix(fid, rows, cols):
     """Read 16bit integer matrix from bti file."""
-    return _unpack_matrix(fid, rows, cols, dtype=">i2", out_dtype=np.int16)
+    return _unpack_matrix(
+        fid,
+        rows,
+        cols,
+        dtype=">i2",
+        out_dtype=np.int32,
+    )
 
 
 def read_float_matrix(fid, rows, cols):

mne/io/ctf/res4.py

@@ -43,7 +43,7 @@ def _read_ustring(fid, n_bytes):
 
 def _read_int2(fid):
     """Read int from short."""
-    return np.fromfile(fid, ">i2", 1)[0]
+    return _auto_cast(np.fromfile(fid, ">i2", 1)[0])
 
 
 def _read_int(fid):
@@ -208,6 +208,9 @@ def _read_res4(dsdir):
             coil["area"] *= 1e-4
         # convert to dict
         chs = [dict(zip(chs.dtype.names, x)) for x in chs]
+        for ch in chs:
+            for key, val in ch.items():
+                ch[key] = _auto_cast(val)
         res["chs"] = chs
         for k in range(res["nchan"]):
             res["chs"][k]["ch_name"] = res["ch_names"][k]
@@ -216,3 +219,15 @@ def _read_res4(dsdir):
         _read_comp_coeff(fid, res)
     logger.info("    res4 data read.")
     return res
+
+
+def _auto_cast(x):
+    # Upcast scalars
+    if isinstance(x, np.ScalarType):
+        if x.dtype.kind == "i":
+            if x.dtype != np.int64:
+                x = x.astype(np.int64)
+        elif x.dtype.kind == "f":
+            if x.dtype != np.float64:
+                x = x.astype(np.float64)
+    return x

mne/surface.py

@@ -772,7 +772,7 @@ def _call_old(self, rr, n_jobs):
 
 def _fread3(fobj):
     """Read 3 bytes and adjust."""
-    b1, b2, b3 = np.fromfile(fobj, ">u1", 3)
+    b1, b2, b3 = np.fromfile(fobj, ">u1", 3).astype(np.int64)
     return (b1 << 16) + (b2 << 8) + b3