Improve memlet label and string initialization

dace/frontend/fortran/fortran_parser.py

@@ -536,8 +536,8 @@ def subroutine2sdfg(self, node: ast_internal_classes.Subroutine_Subprogram_Node,
                                                     for i, s in zip(all_indices, array.shape)])
                             smallsubset = subsets.Range([(0, s - 1, 1) for s in shape])
 
-                            memlet = Memlet(f'{array_name}[{subset}]->{smallsubset}')
-                            memlet2 = Memlet(f'{viewname}[{smallsubset}]->{subset}')
+                            memlet = Memlet(f'{array_name}[{subset}]->[{smallsubset}]')
+                            memlet2 = Memlet(f'{viewname}[{smallsubset}]->[{subset}]')
                             wv = None
                             rv = None
                             if local_name.name in read_names:

dace/frontend/python/replacements.py

@@ -453,7 +453,7 @@ def _numpy_flip(pv: ProgramVisitor, sdfg: SDFG, state: SDFGState, arr: str, axis
     # acpy, _ = sdfg.add_temp_transient(desc.shape, desc.dtype, desc.storage)
     # vnode = state.add_read(view)
     # anode = state.add_read(acpy)
-    # state.add_edge(vnode, None, anode, None, Memlet(f'{view}[{sset}] -> {dset}'))
+    # state.add_edge(vnode, None, anode, None, Memlet(f'{view}[{sset}] -> [{dset}]'))
 
     arr_copy, _ = sdfg.add_temp_transient_like(desc)
     inpidx = ','.join([f'__i{i}' for i in range(ndim)])
@@ -3934,7 +3934,7 @@ def implement_ufunc_accumulate(visitor: ProgramVisitor, ast_node: ast.Call, sdfg
     init_state = nested_sdfg.add_state(label="init")
     r = init_state.add_read(inpconn)
     w = init_state.add_write(outconn)
-    init_state.add_nedge(r, w, dace.Memlet("{a}[{i}] -> {oi}".format(a=inpconn, i='0', oi='0')))
+    init_state.add_nedge(r, w, dace.Memlet("{a}[{i}] -> [{oi}]".format(a=inpconn, i='0', oi='0')))
 
     body_state = nested_sdfg.add_state(label="body")
     r1 = body_state.add_read(inpconn)
@@ -4189,7 +4189,7 @@ def view(pv: ProgramVisitor, sdfg: SDFG, state: SDFGState, arr: str, dtype, type
                               find_new_name=True)
 
     # Register view with DaCe program visitor
-    # NOTE: We do not create here a Memlet of the form `A[subset] -> osubset`
+    # NOTE: We do not create here a Memlet of the form `A[subset] -> [osubset]`
     # because the View can be of a different dtype. Adding `other_subset` in
     # such cases will trigger validation error.
     pv.views[newarr] = (arr, Memlet.from_array(arr, desc))

dace/memlet.py

@@ -75,7 +75,9 @@ def __init__(self,
                      of use API. Must follow one of the following forms:
                      1. ``ARRAY``,
                      2. ``ARRAY[SUBSET]``,
-                     3. ``ARRAY[SUBSET] -> OTHER_SUBSET``.
+                     3. ``ARRAY[SUBSET] -> [OTHER_SUBSET]``,
+                     4. ``[OTHER_SUBSET] -> ARRAY[SUBSET]``,
+                     5. ``SRC_ARRAY[SRC_SUBSET] -> DST_ARRAY[DST_SUBSET]``.
         :param data: Data descriptor name attached to this memlet.
         :param subset: The subset to take from the data attached to the edge,
                        represented either as a string or a Subset object.
@@ -330,6 +332,10 @@ def _parse_from_subexpr(self, expr: str):
                 raise SyntaxError('Invalid memlet syntax "%s"' % expr)
             return expr, None
 
+        # [subset] syntax
+        if expr.startswith('['):
+            return None, SubsetProperty.from_string(expr[1:-1])
+
         # array[subset] syntax
         arrname, subset_str = expr[:-1].split('[')
         if not dtypes.validate_name(arrname):
@@ -342,27 +348,40 @@ def _parse_memlet_from_str(self, expr: str):
         or the _data,_subset fields.
 
         :param expr: A string expression of the this memlet, given as an ease
-                of use API. Must follow one of the following forms:
-                1. ``ARRAY``,
-                2. ``ARRAY[SUBSET]``,
-                3. ``ARRAY[SUBSET] -> OTHER_SUBSET``.
-                Note that modes 2 and 3 are deprecated and will leave 
-                the memlet uninitialized until inserted into an SDFG.
+                     of use API. Must follow one of the following forms:
+                         1. ``ARRAY``,
+                         2. ``ARRAY[SUBSET]``,
+                         3. ``ARRAY[SUBSET] -> [OTHER_SUBSET]``,
+                         4. ``[OTHER_SUBSET] -> ARRAY[SUBSET]``,
+                         5. ``SRC_ARRAY[SRC_SUBSET] -> DST_ARRAY[DST_SUBSET]``.
+                     Note that options 1-2 will leave the memlet uninitialized
+                     until added into an SDFG.
         """
         expr = expr.strip()
         if '->' not in expr:  # Options 1 and 2
             self.data, self.subset = self._parse_from_subexpr(expr)
             return
 
-        # Option 3
+        # Options 3-5
         src_expr, dst_expr = expr.split('->')
         src_expr = src_expr.strip()
         dst_expr = dst_expr.strip()
-        if '[' not in src_expr and not dtypes.validate_name(src_expr):
-            raise SyntaxError('Expression without data name not yet allowed')
 
-        self.data, self.subset = self._parse_from_subexpr(src_expr)
-        self.other_subset = SubsetProperty.from_string(dst_expr)
+        src_data, src_subset = self._parse_from_subexpr(src_expr)
+        dst_data, dst_subset = self._parse_from_subexpr(dst_expr)
+        if src_data is None and dst_data is None:
+            raise SyntaxError('At least one data name needs to be given')
+
+        if src_data is not None:  # Prefer src[subset] -> [other_subset]
+            self.data = src_data
+            self.subset = src_subset
+            self.other_subset = dst_subset
+            self._is_data_src = True
+        else:
+            self.data = dst_data
+            self.subset = dst_subset
+            self.other_subset = src_subset
+            self._is_data_src = False
 
     def try_initialize(self, sdfg: 'dace.sdfg.SDFG', state: 'dace.sdfg.SDFGState',
                        edge: 'dace.sdfg.graph.MultiConnectorEdge'):
@@ -660,7 +679,7 @@ def _label(self, shape):
 
         if self.other_subset is not None:
             if self._is_data_src is False:
-                result += ' <- [%s]' % str(self.other_subset)
+                result = f'[{self.other_subset}] -> {result}'
             else:
                 result += ' -> [%s]' % str(self.other_subset)
         return result

dace/transformation/dataflow/bank_split.py

@@ -162,8 +162,8 @@ def apply(self, graph: SDFGState, sdfg: SDFG) -> Union[Any, None]:
         target_offset_str = ", ".join([f"({x}):({x}+{y})" for x, y in zip(target_offset, target_size)])
         if collect_src:
             copy_memlet = memlet.Memlet(f"{src.data}[{target_hbm_bank_str}, {target_size_str}]->"
-                                        f"{target_offset_str}")
+                                        f"[{target_offset_str}]")
         else:
-            copy_memlet = memlet.Memlet(f"{src.data}[{target_offset_str}]->{target_hbm_bank_str}, "
-                                        f"{target_size_str}")
+            copy_memlet = memlet.Memlet(f"{src.data}[{target_offset_str}]->[{target_hbm_bank_str}, "
+                                        f"{target_size_str}]")
         graph.add_edge(src, None, dst, None, copy_memlet)

tests/codegen/dependency_edge_test.py

@@ -38,12 +38,12 @@ def test_mapped_dependency_edge(reverse):
     state.add_edge(map_entry, "OUT_A", tmp_A, None, dace.Memlet("A[i]"))
     state.add_edge(map_entry, "OUT_B", tmp_B, None, dace.Memlet("B[i]"))
 
-    state.add_edge(tmp_A, None, A2, None, dace.Memlet("tmp_A[0] -> ((i+1)%2)"))
+    state.add_edge(tmp_A, None, A2, None, dace.Memlet("tmp_A[0] -> [((i+1)%2)]"))
     if not reverse:
       state.add_edge(A2, None, tmp_B, None, dace.Memlet()) # Dependency Edge
     state.add_edge(A2, None, map_exit, "IN_A", dace.Memlet("A[0:2]"))
 
-    state.add_edge(tmp_B, None, A3, None, dace.Memlet("tmp_B[0] -> ((i+1)%2)"))
+    state.add_edge(tmp_B, None, A3, None, dace.Memlet("tmp_B[0] -> [((i+1)%2)]"))
     if reverse:
       state.add_edge(A3, None, tmp_A, None, dace.Memlet()) # Dependency Edge
     state.add_edge(A3, None, map_exit, "IN_A", dace.Memlet("A[0:2]"))

tests/fpga/multibank_copy_fpga_test.py

@@ -75,9 +75,9 @@ def copy_multibank_1_mem_type(mem_type):
     s, a, _ = mkc(sdfg, None, "a", "x", StorageType.Default, StorageType.FPGA_Global, [3, 4, 4], [3, 4, 4], "a", None,
                   (mem_type, "0:3"))
     s, _, _ = mkc(sdfg, s, "x", "y", None, StorageType.FPGA_Global, None, [2, 4, 4, 4],
-                  "x[1, 1:4, 1:4]->1, 1:4, 1:4, 1", None, (mem_type, "3:5"))
+                  "x[1, 1:4, 1:4]->[1, 1:4, 1:4, 1]", None, (mem_type, "3:5"))
     s, _, _ = mkc(sdfg, s, "y", "z", None, StorageType.FPGA_Global, None, [1, 4, 4, 4],
-                  "y[1, 0:4, 0:4, 0:4]->0, 0:4, 0:4, 0:4", None, (mem_type, "5:6"))
+                  "y[1, 0:4, 0:4, 0:4]->[0, 0:4, 0:4, 0:4]", None, (mem_type, "5:6"))
     s, _, _ = mkc(sdfg, s, "z", "w", None, StorageType.FPGA_Global, None, [1, 4, 4, 4], "z", None, (mem_type, "6:7"))
     s, _, c = mkc(sdfg, s, "w", "c", None, StorageType.Default, None, [1, 4, 4, 4], "w")
 
@@ -97,9 +97,9 @@ def copy_multibank_2_mem_type(mem_type_1, mem_type_2):
     sdfg = dace.SDFG("copy_multibank_2_mem_type_" + mem_type_1 + "_" + mem_type_2)
     s, a, _ = mkc(sdfg, None, "a", "x", StorageType.Default, StorageType.FPGA_Global, [3, 5, 5], [3, 5, 5], "a", None,
                   (mem_type_1, "0:3"))
-    s, _, _ = mkc(sdfg, s, "x", "d1", None, StorageType.FPGA_Global, None, [3, 5, 5], "x[2, 0:5, 0:5]->1, 0:5, 0:5",
+    s, _, _ = mkc(sdfg, s, "x", "d1", None, StorageType.FPGA_Global, None, [3, 5, 5], "x[2, 0:5, 0:5]->[1, 0:5, 0:5]",
                   None, (mem_type_2, "1:4"))
-    s, _, _ = mkc(sdfg, s, "d1", "y", None, StorageType.FPGA_Global, None, [1, 7, 7], "d1[1, 0:5,0:5]->0, 2:7, 2:7",
+    s, _, _ = mkc(sdfg, s, "d1", "y", None, StorageType.FPGA_Global, None, [1, 7, 7], "d1[1, 0:5,0:5]->[0, 2:7, 2:7]",
                   None, (mem_type_1, "3:4"))
     s, _, c = mkc(sdfg, s, "y", "c", None, StorageType.Default, None, [1, 7, 7], "y")
 

tests/inlining_test.py

@@ -54,8 +54,8 @@ def test_regression_reshape_unsqueeze():
     A = nstate.add_access("view")
     W = nstate.add_write("output")
 
-    mm1 = dace.Memlet("input[0:3, 0:3] -> 0:3, 0:3")
-    mm2 = dace.Memlet("view[0:3, 0:2] -> 3:9")
+    mm1 = dace.Memlet("input[0:3, 0:3] -> [0:3, 0:3]")
+    mm2 = dace.Memlet("view[0:3, 0:2] -> [3:9]")
 
     nstate.add_edge(R, None, A, None, mm1)
     nstate.add_edge(A, None, W, None, mm2)
@@ -405,7 +405,7 @@ def test_regression_inline_subset():
     nsdfg.add_array("input", [96, 32], dace.float64)
     nsdfg.add_array("output", [32, 32], dace.float64)
     nstate.add_edge(nstate.add_read("input"), None, nstate.add_write("output"), None,
-                    dace.Memlet("input[32:64, 0:32] -> 0:32, 0:32"))
+                    dace.Memlet("input[32:64, 0:32] -> [0:32, 0:32]"))
 
     @dace.program
     def test(A: dace.float64[96, 32]):

tests/passes/access_ranges_test.py

@@ -47,7 +47,7 @@ def tester(A: dace.float64[N, N], B: dace.float64[20, 20]):
     # Construct read/write memlets
     memlet1 = dace.Memlet('A[0:N, 0:N]')
     memlet1._is_data_src = False
-    memlet2 = dace.Memlet('A[1:21, 1:21] -> 0:20, 0:20')
+    memlet2 = dace.Memlet('A[1:21, 1:21] -> [0:20, 0:20]')
     memlet2._is_data_src = False
     memlet3 = dace.Memlet('A[0, 0]')
     memlet4 = dace.Memlet('A[0, 0]')

tests/sdfg/reference_test.py

@@ -158,7 +158,7 @@ def _create_scoped_sdfg():
     inp = state.add_read('B')
     t = state.add_tasklet('doit', {'r'}, {'w'}, 'w = r + 1')
     out = state.add_write('A')
-    state.add_memlet_path(inp, me, ref, memlet=dace.Memlet('B[1, i] -> i'))
+    state.add_memlet_path(inp, me, ref, memlet=dace.Memlet('B[1, i] -> [i]'))
     state.add_edge(ref, None, t, 'r', dace.Memlet('ref[i]'))
     state.add_edge_pair(mx, t, out, internal_connector='w', internal_memlet=dace.Memlet('A[10, i]'))
 
@@ -249,7 +249,7 @@ def _create_loop_nonfree_symbols_sdfg():
     sdfg.add_loop(istate, state, after, 'i', '0', 'i < 20', 'i + 1')
 
     # Reference set inside loop
-    state.add_edge(state.add_read('A'), None, state.add_write('ref'), 'set', dace.Memlet('A[i] -> 0'))
+    state.add_edge(state.add_read('A'), None, state.add_write('ref'), 'set', dace.Memlet('A[i] -> [0]'))
 
     # Use outisde loop
     t = after.add_tasklet('setone', {}, {'out'}, 'out = 1')
@@ -518,7 +518,7 @@ def test_reference_loop_nonfree():
     assert len(sources) == 1  # There is only one SDFG
     sources = sources[0]
     assert len(sources) == 1
-    assert sources['ref'] == {dace.Memlet('A[i] -> 0')}
+    assert sources['ref'] == {dace.Memlet('A[i] -> [0]')}
 
     # Test loop-to-map - should fail to apply
     from dace.transformation.interstate import LoopToMap

tests/transformations/prune_connectors_test.py

@@ -207,7 +207,7 @@ def _make_read_write_sdfg(
         istate.add_nedge(
             inner_A,
             inner_B,
-            dace.Memlet("inner_A[0:4, 0:4] -> 0:4, 0:4"),
+            dace.Memlet("inner_A[0:4, 0:4] -> [0:4, 0:4]"),
         )
     else:
         # Because the `data` filed of the involved memlets differs the read to
@@ -216,7 +216,7 @@ def _make_read_write_sdfg(
         istate.add_nedge(
             inner_A,
             inner_B,
-            dace.Memlet("inner_B[0:4, 0:4] -> 0:4, 0:4"),
+            dace.Memlet("inner_B[0:4, 0:4] -> [0:4, 0:4]"),
         )
 
     # Add the nested SDFG