diff --git a/ibis_substrait/compiler/translate.py b/ibis_substrait/compiler/translate.py
index ac620d54..ad4b6b0d 100644
--- a/ibis_substrait/compiler/translate.py
+++ b/ibis_substrait/compiler/translate.py
@@ -524,6 +524,9 @@ def value_op(
     )
 
 
+_bounds_enum = {"rows": 1, "range": 2}
+
+
 @translate.register(ops.WindowOp)  # type: ignore
 def window_op(
     op: ops.WindowOp,  # type: ignore
@@ -537,6 +540,9 @@ def window_op(
     end = op.end
     func = op.func
     func_args = op.func.args
+    how = op.how
+
+    bounds_type = _bounds_enum[how]
 
     lower_bound, upper_bound = _translate_window_bounds(start, end)
 
@@ -558,6 +564,7 @@ def window_op(
             ],
             lower_bound=lower_bound,
             upper_bound=upper_bound,
+            bounds_type=bounds_type,
         )
     )
 
diff --git a/ibis_substrait/tests/compiler/test_compiler.py b/ibis_substrait/tests/compiler/test_compiler.py
index df44bc5e..0ea38243 100644
--- a/ibis_substrait/tests/compiler/test_compiler.py
+++ b/ibis_substrait/tests/compiler/test_compiler.py
@@ -584,3 +584,35 @@ def test_join_chain_indexing_in_group_by(compiler):
         .selection.direct_reference.struct_field.field
         == 7
     )
+
+
+_window_hows = {
+    "unspecified": "BOUNDS_TYPE_UNSPECIFIED",
+    "range": "BOUNDS_TYPE_RANGE",
+    "rows": "BOUNDS_TYPE_ROWS",
+}
+
+
+@pytest.mark.parametrize(
+    "bounds",
+    [
+        (-4, 2),
+        (1, 5),
+        (None, None),
+        (2, 4),
+    ],
+)
+@pytest.mark.parametrize("how", ["range", "rows"])
+def test_aggregation_window_how(t, compiler, bounds, how):
+    how_arg = {how: bounds}
+    expr = t.projection(
+        [t.full_name.length().mean().over(ibis.window(group_by="age", **how_arg))]
+    )
+    result = translate(expr, compiler=compiler)
+
+    bounds_type_int = result.project.expressions[0].window_function.bounds_type
+
+    assert (
+        stalg.Expression.WindowFunction.BoundsType.Name(bounds_type_int)
+        == _window_hows[how]
+    )