# RUN: %PYTHON %s | FileCheck %s import gc from mlir.ir import * def run(f): print("\nTEST:", f.__name__) f() gc.collect() assert Context._get_live_count() == 0 # CHECK-LABEL: TEST: testDialectDescriptor def testDialectDescriptor(): ctx = Context() d = ctx.get_dialect_descriptor("std") # CHECK: print(d) # CHECK: std print(d.namespace) try: _ = ctx.get_dialect_descriptor("not_existing") except ValueError: pass else: assert False, "Expected exception" run(testDialectDescriptor) # CHECK-LABEL: TEST: testUserDialectClass def testUserDialectClass(): ctx = Context() # Access using attribute. d = ctx.dialects.std # Note that the standard dialect namespace prints as ''. Others will print # as " print(d) try: _ = ctx.dialects.not_existing except AttributeError: pass else: assert False, "Expected exception" # Access using index. d = ctx.dialects["std"] # CHECK: print(d) try: _ = ctx.dialects["not_existing"] except IndexError: pass else: assert False, "Expected exception" # Using the 'd' alias. d = ctx.d["std"] # CHECK: print(d) run(testUserDialectClass) # CHECK-LABEL: TEST: testCustomOpView # This test uses the standard dialect AddFOp as an example of a user op. # TODO: Op creation and access is still quite verbose: simplify this test as # additional capabilities come online. def testCustomOpView(): def createInput(): op = Operation.create("pytest_dummy.intinput", results=[f32]) # TODO: Auto result cast from operation return op.results[0] with Context() as ctx, Location.unknown(): ctx.allow_unregistered_dialects = True m = Module.create() with InsertionPoint.at_block_terminator(m.body): f32 = F32Type.get() # Create via dialects context collection. input1 = createInput() input2 = createInput() op1 = ctx.dialects.std.AddFOp(input1.type, input1, input2) # Create via an import from mlir.dialects.std import AddFOp AddFOp(input1.type, input1, op1.result) # CHECK: %[[INPUT0:.*]] = "pytest_dummy.intinput" # CHECK: %[[INPUT1:.*]] = "pytest_dummy.intinput" # CHECK: %[[R0:.*]] = addf %[[INPUT0]], %[[INPUT1]] : f32 # CHECK: %[[R1:.*]] = addf %[[INPUT0]], %[[R0]] : f32 m.operation.print() run(testCustomOpView)