test push indirections

Author: kaushikcfd

test/test_codegen.py

@@ -44,7 +44,7 @@
 from loopy.version import LOOPY_USE_LANGUAGE_VERSION_2018_2  # noqa
 
 import pytato as pt
-from testlib import assert_allclose_to_numpy, get_random_pt_dag
+from testlib import assert_allclose_to_numpy, get_random_pt_dag, auto_test_vs_ref
 import pymbolic.primitives as p
 
 
@@ -1854,6 +1854,147 @@ def test_pad(ctx_factory):
         np.testing.assert_allclose(np_out * mask_array, pt_out * mask_array)
 
 
+def _evaluator_for_indirection_folding(cl_ctx, dictofarys):
+    from immutables import Map
+    cq = cl.CommandQueue(cl_ctx)
+    _, out_dict = pt.generate_loopy(dictofarys)(cq)
+    return Map({k: pt.make_data_wrapper(v) for k, v in out_dict.items()})
+
+
+@pytest.mark.parametrize("fold_constant_idxs", (False, True))
+def test_push_indirections_0(ctx_factory, fold_constant_idxs):
+    from testlib import (are_all_indexees_materialized_nodes,
+                         are_all_indexer_arrays_datawrappers)
+
+    cl_ctx = cl.create_some_context()
+    rng = np.random.default_rng(0)
+    x_np = rng.random((10, 4))
+    map1_np = rng.integers(0, 10, size=17)
+    map2_np = rng.integers(0, 17, size=29)
+
+    x = pt.make_data_wrapper(x_np)
+    map1 = pt.make_data_wrapper(map1_np)
+    map2 = pt.make_data_wrapper(map2_np)
+
+    y = 3.14 * ((42*((2*x)[map1]))[map2])
+    y_transformed = pt.push_axis_indirections_towards_materialized_nodes(
+        pt.decouple_multi_axis_indirections_into_single_axis_indirections(y)
+    )
+
+    if fold_constant_idxs:
+        assert not are_all_indexer_arrays_datawrappers(y_transformed)
+        y_transformed = pt.fold_constant_indirections(
+            y_transformed,
+            lambda doa: _evaluator_for_indirection_folding(cl_ctx,
+                                                           doa)
+        )
+        assert are_all_indexer_arrays_datawrappers(y_transformed)
+
+    auto_test_vs_ref(cl_ctx, y, y_transformed)
+    assert are_all_indexees_materialized_nodes(y_transformed)
+
+
+@pytest.mark.parametrize("fold_constant_idxs", (False, True))
+def test_push_indirections_1(ctx_factory, fold_constant_idxs):
+    from testlib import (are_all_indexees_materialized_nodes,
+                         are_all_indexer_arrays_datawrappers)
+
+    cl_ctx = cl.create_some_context()
+    rng = np.random.default_rng(0)
+    x_np = rng.random((100, 4))
+    map1_np = rng.integers(0, 20, size=17)
+
+    x = pt.make_data_wrapper(x_np)
+    map1 = pt.make_data_wrapper(map1_np)
+
+    y = 3.14 * ((42*((2*x)[2:92:3, :3]))[map1])
+    y_transformed = pt.push_axis_indirections_towards_materialized_nodes(
+        pt.decouple_multi_axis_indirections_into_single_axis_indirections(y)
+    )
+
+    if fold_constant_idxs:
+        assert not are_all_indexer_arrays_datawrappers(y_transformed)
+        y_transformed = pt.fold_constant_indirections(
+            y_transformed,
+            lambda doa: _evaluator_for_indirection_folding(cl_ctx,
+                                                           doa)
+        )
+        assert are_all_indexer_arrays_datawrappers(y_transformed)
+
+    auto_test_vs_ref(cl_ctx, y, y_transformed)
+    assert are_all_indexees_materialized_nodes(y_transformed)
+
+
+@pytest.mark.parametrize("fold_constant_idxs", (False, True))
+def test_push_indirections_2(ctx_factory, fold_constant_idxs):
+    from testlib import (are_all_indexees_materialized_nodes,
+                         are_all_indexer_arrays_datawrappers)
+
+    cl_ctx = cl.create_some_context()
+    rng = np.random.default_rng(0)
+    x_np = rng.random((100, 10))
+    map1_np = rng.integers(0, 20, size=17)
+    map2_np = rng.integers(0, 4, size=29)
+
+    x = pt.make_data_wrapper(x_np)
+    map1 = pt.make_data_wrapper(map1_np)
+    map2 = pt.make_data_wrapper(map2_np)
+
+    y = (1729*((3.14*((42*((2*x)[2:92:3, ::2]))[map1]))[map2]))[1:-3:2, 1:-2:7]
+    y_transformed = pt.push_axis_indirections_towards_materialized_nodes(
+        pt.decouple_multi_axis_indirections_into_single_axis_indirections(y)
+    )
+
+    if fold_constant_idxs:
+        assert not are_all_indexer_arrays_datawrappers(y_transformed)
+        y_transformed = pt.fold_constant_indirections(
+            y_transformed,
+            lambda doa: _evaluator_for_indirection_folding(cl_ctx,
+                                                           doa)
+        )
+        assert are_all_indexer_arrays_datawrappers(y_transformed)
+
+    auto_test_vs_ref(cl_ctx, y, y_transformed)
+    assert are_all_indexees_materialized_nodes(y_transformed)
+
+
+@pytest.mark.parametrize("fold_constant_idxs", (False, True))
+def test_push_indirections_3(ctx_factory, fold_constant_idxs):
+    from testlib import (are_all_indexees_materialized_nodes,
+                         are_all_indexer_arrays_datawrappers)
+
+    cl_ctx = cl.create_some_context()
+    rng = np.random.default_rng(0)
+    x_np = rng.random((10, 4))
+    map1_np = rng.integers(0, 10, size=17)
+    map2_np = rng.integers(0, 17, size=29)
+    map3_np = rng.integers(0, 4, size=60)
+    map4_np = rng.integers(0, 60, size=22)
+
+    x = pt.make_data_wrapper(x_np)
+    map1 = pt.make_data_wrapper(map1_np)
+    map2 = pt.make_data_wrapper(map2_np)
+    map3 = pt.make_data_wrapper(map3_np)
+    map4 = pt.make_data_wrapper(map4_np)
+
+    y = 3.14 * ((42*((2*x)[map1.reshape(-1, 1), map3]))[map2.reshape(-1, 1), map4])
+    y_transformed = pt.push_axis_indirections_towards_materialized_nodes(
+        pt.decouple_multi_axis_indirections_into_single_axis_indirections(y)
+    )
+
+    if fold_constant_idxs:
+        assert not are_all_indexer_arrays_datawrappers(y_transformed)
+        y_transformed = pt.fold_constant_indirections(
+            y_transformed,
+            lambda doa: _evaluator_for_indirection_folding(cl_ctx,
+                                                           doa)
+        )
+        assert are_all_indexer_arrays_datawrappers(y_transformed)
+
+    auto_test_vs_ref(cl_ctx, y, y_transformed)
+    assert are_all_indexees_materialized_nodes(y_transformed)
+
+
 if __name__ == "__main__":
     if len(sys.argv) > 1:
         exec(sys.argv[1])