[MLIR] Add unit test for tblgen Op build methods

[jurahul]

Summary

• Initiate the unit test with a test that tests various variants of build() methods generated for ops with variadic operands and results.
• The intent is to migrate unit .td tests in mlir/test/mlir-tblgen that check for generated C++ code to these unit tests which test both that the generated code compiles and also is functionally correct.

[jurahul]

Fix clamg-tidy warnings

[jpienaar]

mlir/unittests/TableGen/OpBuildGen.cpp

15

clang-tidy: warning: #includes are not sorted properly [llvm-include-order]

155

I couldn't quite follow the matrix being formed here

{single variadic arg} x {single variadic result, multiple variadic results, non variadic result} ?

I think you have a reason for this configuration, but it isn't clear just looking at the code why (for example) multiple variadic args need not be tested.

Perhaps a comment would help there.

[jurahul]

Address review comment

[jurahul]

I have added a comment explaining why I am testing these 3 combinations in particulat:

I think you have a reason for this configuration, but it isn't clear just looking at the code why (for example) multiple variadic args need not be tested.

In general, I'd expect that this test evolves to test all possible build methods, including for multiple variadic args, but it's not being done in this change.

mlir/test/lib/Dialect/Test/TestOps.td

let extraClassDeclaration = [{
     }
     Block::BlockArgListType getJoinArgs() {
       return getBody(2)->getArguments();
     }
     OperandRange getSuccessorEntryOperands(unsigned index);
   }];
 }
 
+//===----------------------------------------------------------------------===//
+// Test TableGen generated build() methods
+//===----------------------------------------------------------------------===//
+
+def TableGenConstant : TEST_Op<"tblgen_constant"> {
+  let results = (outs AnyType);
+}
+
+// No variadic args or results.
+def TableGenBuildOp0 : TEST_Op<"tblgen_build_0"> {
+  let arguments = (ins AnyType:$value);
+  let results = (outs AnyType:$result);
+}
+
+// Sigle variadic arg and single variadic results.
+def TableGenBuildOp1 : TEST_Op<"tblgen_build_1"> {
+  let arguments = (ins Variadic<AnyType>:$inputs);
+  let results = (outs Variadic<AnyType>:$results);
+}
+
+// Single variadic arg and non-variadic results.
+def TableGenBuildOp2 : TEST_Op<"tblgen_build_2"> {
+  let arguments = (ins Variadic<AnyType>:$inputs);
+  let results = (outs AnyType:$result);
+}
+
+// Single variadic arg and multiple variadic results.
+def TableGenBuildOp3 : TEST_Op<"tblgen_build_3", [SameVariadicResultSize]> {
+  let arguments = (ins Variadic<AnyType>:$inputs);
+  let results = (outs Variadic<AnyType>:$resultA, Variadic<AnyType>:$resultB);
+}
+
 #endif // TEST_OPS

mlir/unittests/TableGen/CMakeLists.txt

 set(LLVM_TARGET_DEFINITIONS enums.td)
 mlir_tablegen(EnumsGenTest.h.inc -gen-enum-decls)
 mlir_tablegen(EnumsGenTest.cpp.inc -gen-enum-defs)
 add_public_tablegen_target(MLIRTableGenEnumsIncGen)
 
 set(LLVM_TARGET_DEFINITIONS structs.td)
 mlir_tablegen(StructAttrGenTest.h.inc -gen-struct-attr-decls)
 mlir_tablegen(StructAttrGenTest.cpp.inc -gen-struct-attr-defs)
 add_public_tablegen_target(MLIRTableGenStructAttrIncGen)
 
 add_mlir_unittest(MLIRTableGenTests
   EnumsGenTest.cpp
   StructsGenTest.cpp
   FormatTest.cpp
+  OpBuildGen.cpp
 )
 
 add_dependencies(MLIRTableGenTests MLIRTableGenEnumsIncGen)
 add_dependencies(MLIRTableGenTests MLIRTableGenStructAttrIncGen)
+add_dependencies(MLIRTableGenTests MLIRTestDialect)
+
+include_directories(${CMAKE_CURRENT_SOURCE_DIR}/../../test/lib/Dialect/Test)
+include_directories(${CMAKE_CURRENT_BINARY_DIR}/../../test/lib/Dialect/Test)
 
 target_link_libraries(MLIRTableGenTests
-  PRIVATE MLIRTableGen MLIRIR)
+  PRIVATE MLIRTableGen MLIRIR
+  PUBLIC MLIRTestDialect
+)

mlir/unittests/TableGen/OpBuildGen.cpp

+//===- OpBuildGen.cpp - TableGen OpBuildGen Tests -------------------------===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+//
+// Test TableGen generated build() methods on Operations.
+//
+//===----------------------------------------------------------------------===//
+
+#include "TestDialect.h"
+#include "mlir/IR/Attributes.h"
+#include "mlir/IR/Builders.h"
+#include "mlir/IR/Dialect.h"
+#include "mlir/IR/Identifier.h"
+#include "mlir/IR/StandardTypes.h"
+#include "gmock/gmock.h"
+#include <vector>
+
+namespace mlir {
+
+//===----------------------------------------------------------------------===//
+// Test Fixture
+//===----------------------------------------------------------------------===//
+
+/// Test fixture for providing basic utilities for testing.
+class OpBuildGenTest : public ::testing::Test {
+protected:
+  OpBuildGenTest()
+      : ctx{}, builder(&ctx), loc(builder.getUnknownLoc()),
+        i32Ty(builder.getI32Type()), f32Ty(builder.getF32Type()),
+        cstI32(builder.create<TableGenConstant>(loc, i32Ty)),
+        cstF32(builder.create<TableGenConstant>(loc, f32Ty)),
+        noAttrs(), attrStorage{builder.getNamedAttr("attr0",
+                                                    builder.getBoolAttr(true)),
+                               builder.getNamedAttr(
+                                   "attr1", builder.getI32IntegerAttr(33))},
+        attrs(attrStorage) {}
+
+  // Verify that `op` has the given set of result types, operands, and
+  // attributes.
+  template <typename OpTy>
+  void VerifyOp(OpTy &&concrete_op, std::vector<Type> resultTypes,
+                std::vector<Value> operands,
+                std::vector<NamedAttribute> attrs) {
+    ASSERT_NE(concrete_op, nullptr);
+    Operation *op = concrete_op.getOperation();
+
+    EXPECT_EQ(op->getNumResults(), resultTypes.size());
+    for (unsigned idx : llvm::seq(0U, op->getNumResults()))
+      EXPECT_EQ(op->getResult(idx).getType(), resultTypes[idx]);
+
+    EXPECT_EQ(op->getNumOperands(), operands.size());
+    for (unsigned idx : llvm::seq(0U, op->getNumOperands()))
+      EXPECT_EQ(op->getOperand(idx), operands[idx]);
+
+    EXPECT_EQ(op->getAttrs().size(), attrs.size());
+    for (unsigned idx : llvm::seq<unsigned>(0U, attrs.size()))
+      EXPECT_EQ(op->getAttr(attrs[idx].first.strref()), attrs[idx].second);
+
+    concrete_op.erase();
+  }
+
+protected:
+  MLIRContext ctx;
+  OpBuilder builder;
+  Location loc;
+  Type i32Ty;
+  Type f32Ty;
+  TableGenConstant cstI32;
+  TableGenConstant cstF32;
+
+  ArrayRef<NamedAttribute> noAttrs;
+  std::vector<NamedAttribute> attrStorage;
+  ArrayRef<NamedAttribute> attrs;
+};
+
+/// Test basic build methods.
+TEST_F(OpBuildGenTest, BasicBuildMethods) {
+  // Test separate args, separate results build method.
+  auto op = builder.create<TableGenBuildOp0>(loc, i32Ty, cstI32);
+  VerifyOp(op, {i32Ty}, {cstI32}, noAttrs);
+
+  // Test separate args, collective results build method.
+  op = builder.create<TableGenBuildOp0>(loc, ArrayRef<Type>{i32Ty}, cstI32);
+  VerifyOp(op, {i32Ty}, {cstI32}, noAttrs);
+
+  // Test collective args, collective params build method.
+  op = builder.create<TableGenBuildOp0>(loc, ArrayRef<Type>{i32Ty},
+                                        ArrayRef<Value>{cstI32});
+  VerifyOp(op, {i32Ty}, {cstI32}, noAttrs);
+
+  // Test collective args, collective results, non-empty attributes
+  op = builder.create<TableGenBuildOp0>(loc, ArrayRef<Type>{i32Ty},
+                                        ArrayRef<Value>{cstI32}, attrs);
+  VerifyOp(op, {i32Ty}, {cstI32}, attrs);
+}
+
+/// Test build methods for an Op with a single varadic arg and a single
+/// variadic result.
+TEST_F(OpBuildGenTest, BuildMethodsSingleVariadicArgAndResult) {
+  // Test collective args, collective results method, building a unary op.
+  auto op = builder.create<TableGenBuildOp1>(loc, ArrayRef<Type>{i32Ty},
+                                             ArrayRef<Value>{cstI32});
+  VerifyOp(std::move(op), {i32Ty}, {cstI32}, noAttrs);
+
+  // Test collective args, collective results method, building a unary op with
+  // named attributes.
+  op = builder.create<TableGenBuildOp1>(loc, ArrayRef<Type>{i32Ty},
+                                        ArrayRef<Value>{cstI32}, attrs);
+  VerifyOp(std::move(op), {i32Ty}, {cstI32}, attrs);
+
+  // Test collective args, collective results method, building a binary op.
+  op = builder.create<TableGenBuildOp1>(loc, ArrayRef<Type>{i32Ty, f32Ty},
+                                        ArrayRef<Value>{cstI32, cstF32});
+  VerifyOp(std::move(op), {i32Ty, f32Ty}, {cstI32, cstF32}, noAttrs);
+
+  // Test collective args, collective results method, building a binary op with
+  // named attributes.
+  op = builder.create<TableGenBuildOp1>(loc, ArrayRef<Type>{i32Ty, f32Ty},
+                                        ArrayRef<Value>{cstI32, cstF32}, attrs);
+  VerifyOp(std::move(op), {i32Ty, f32Ty}, {cstI32, cstF32}, attrs);
+}
+
+/// Test build methods for an Op with a single varadic arg and a non-variadic
+/// result.
+TEST_F(OpBuildGenTest, BuildMethodsSingleVariadicArgNonVariadicResults) {
+  // Test separate arg, separate param build method.
+  auto op =
+      builder.create<TableGenBuildOp1>(loc, i32Ty, ArrayRef<Value>{cstI32});
+  VerifyOp(std::move(op), {i32Ty}, {cstI32}, noAttrs);
+
+  // Test collective params build method, no attributes.
+  op = builder.create<TableGenBuildOp1>(loc, ArrayRef<Type>{i32Ty},
+                                        ArrayRef<Value>{cstI32});
+  VerifyOp(std::move(op), {i32Ty}, {cstI32}, noAttrs);
+
+  // Test collective params build method no attributes, 2 inputs.
+  op = builder.create<TableGenBuildOp1>(loc, ArrayRef<Type>{i32Ty},
+                                        ArrayRef<Value>{cstI32, cstF32});
+  VerifyOp(std::move(op), {i32Ty}, {cstI32, cstF32}, noAttrs);
+
+  // Test collective params build method, non-empty attributes.
+  op = builder.create<TableGenBuildOp1>(loc, ArrayRef<Type>{i32Ty},
+                                        ArrayRef<Value>{cstI32, cstF32}, attrs);
+  VerifyOp(std::move(op), {i32Ty}, {cstI32, cstF32}, attrs);
+}
+
+/// Test build methods for an Op with a single varadic arg and multiple variadic
+/// result.
+TEST_F(OpBuildGenTest,
+       BuildMethodsSingleVariadicArgAndMultipleVariadicResults) {
+  // Test separate arg, separate param build method.
+  auto op = builder.create<TableGenBuildOp3>(loc, ArrayRef<Type>{i32Ty},
+                                             ArrayRef<Type>{f32Ty},
+                                             ArrayRef<Value>{cstI32});
+  VerifyOp(std::move(op), {i32Ty, f32Ty}, {cstI32}, noAttrs);
+
+  // Test collective params build method, no attributes.
+  op = builder.create<TableGenBuildOp3>(loc, ArrayRef<Type>{i32Ty, f32Ty},
+                                        ArrayRef<Value>{cstI32});
+  VerifyOp(std::move(op), {i32Ty, f32Ty}, {cstI32}, noAttrs);
+
+  // Test collective params build method, with attributes.
+  op = builder.create<TableGenBuildOp3>(loc, ArrayRef<Type>{i32Ty, f32Ty},
+                                        ArrayRef<Value>{cstI32}, attrs);
+  VerifyOp(std::move(op), {i32Ty, f32Ty}, {cstI32}, attrs);
+}
+
+} // namespace mlir