File: test-pattern-application.mlir

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// RUN: mlir-opt %s --transform-interpreter -allow-unregistered-dialect --split-input-file --verify-diagnostics | FileCheck %s

// CHECK-LABEL: func @update_tracked_op_mapping()
//       CHECK:   "test.container"() ({
//       CHECK:     %0 = "test.foo"() {annotated} : () -> i32
//       CHECK:   }) : () -> ()
func.func @update_tracked_op_mapping() {
  "test.container"() ({
    %0 = "test.foo"() {replace_with_new_op = "test.foo"} : () -> (i32)
  }) : () -> ()
  return
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    %1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_patterns to %0 {
      transform.apply_patterns.transform.test_patterns
    } : !transform.any_op
    // Add an attribute to %1, which is now mapped to a new op.
    transform.annotate %1 "annotated" : !transform.any_op
    transform.yield
  }
}

// -----

// CHECK-LABEL: @limited_updates
func.func @limited_updates() {
  "test.container"() ({
    // Only one is replaced.
    // CHECK: "test.foo"() {replace_with_new_op = "test.foo"}
    // CHECK: "test.foo"() : ()
    %0 = "test.foo"() {replace_with_new_op = "test.foo"} : () -> (i32)
    %1 = "test.foo"() {replace_with_new_op = "test.foo"} : () -> (i32)
  }) : () -> ()
  return
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg0: !transform.any_op) {
    // Pattern application will fail because of the upper limit, wrap in
    // sequence to suppress the error message.
    transform.sequence %arg0 : !transform.any_op failures(suppress) {
    ^bb0(%arg1: !transform.any_op):
      %0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
      %1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
      transform.apply_patterns to %0 {
        transform.apply_patterns.transform.test_patterns
      }  {max_num_rewrites = 1} : !transform.any_op
    }
    transform.yield
  }
}

// -----

func.func @replacement_op_not_found() {
  "test.container"() ({
    // expected-note @below {{[0] replaced op}}
    // expected-note @below {{[0] replacement value 0}}
    %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
  }) : () -> ()
  return
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    // expected-note @below {{replacement is required because this handle must be updated}}
    %1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    // expected-error @below {{tracking listener failed to find replacement op during application of this transform op}}
    // expected-note @below {{ran out of suitable replacement values}}
    transform.apply_patterns to %0 {
      transform.apply_patterns.transform.test_patterns
    } : !transform.any_op
    // %1 must be used in some way. If no replacement payload op could be found,
    // an error is thrown only if the handle is not dead.
    transform.annotate %1 "annotated" : !transform.any_op
    transform.yield
  }
}

// -----

// CHECK-LABEL: func @replacement_op_for_dead_handle_not_found()
//       CHECK:   "test.container"() ({
//       CHECK:     %0 = "test.bar"() : () -> i32
//       CHECK:   }) : () -> ()
func.func @replacement_op_for_dead_handle_not_found() {
  "test.container"() ({
    %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
  }) : () -> ()
  return
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    %1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    // No error because %1 is dead.
    transform.apply_patterns to %0 {
      transform.apply_patterns.transform.test_patterns
    } : !transform.any_op
    transform.yield
  }
}

// -----

// CHECK-LABEL: func @replacement_op_not_found_silenced()
//       CHECK:   "test.container"() ({
//       CHECK:     %0 = "test.bar"() : () -> i32
//       CHECK:   }) : () -> ()
func.func @replacement_op_not_found_silenced() {
  "test.container"() ({
    %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
  }) : () -> ()
  return
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    %1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_patterns to %0 {
      transform.apply_patterns.transform.test_patterns
    } {transform.silence_tracking_failures} : !transform.any_op
    transform.annotate %1 "annotated" : !transform.any_op
    transform.yield
  }
}

// -----

// CHECK-LABEL: func @patterns_apply_only_to_target_body()
//       CHECK:   %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> i32
func.func @patterns_apply_only_to_target_body() {
  %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
  return
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
  %0 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_patterns to %0 {
      transform.apply_patterns.transform.test_patterns
    } : !transform.any_op
    transform.yield
  }
}

// -----

// CHECK-LABEL: func @erase_tracked_op()
//       CHECK:   "test.container"() ({
//  CHECK-NEXT:   ^bb0:
//  CHECK-NEXT:   }) : () -> ()
func.func @erase_tracked_op() {
  "test.container"() ({
    // expected-remark @below {{matched op}}
    %0 = "test.erase_op"() {replace_with_new_op = "test.foo"} : () -> (i32)
  }) : () -> ()
  return
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    %1 = transform.structured.match ops{["test.erase_op"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.debug.emit_remark_at %1, "matched op" : !transform.any_op
    transform.apply_patterns to %0 {
      transform.apply_patterns.transform.test_patterns
    } : !transform.any_op
    // No marker should be printed.
    transform.debug.emit_remark_at %1, "op was deleted" : !transform.any_op
    transform.yield
  }
}

// -----

// CHECK-LABEL: func @erase_tracked_op_in_named_sequence()
//       CHECK:   "test.container"() ({
//  CHECK-NEXT:   ^bb0:
//  CHECK-NEXT:   }) : () -> ()
module attributes {transform.with_named_sequence} {
  func.func @erase_tracked_op_in_named_sequence() {
    "test.container"() ({
      // expected-remark @below {{matched op}}
      %0 = "test.erase_op"() {replace_with_new_op = "test.foo"} : () -> (i32)
    }) : () -> ()
    return
  }

  transform.named_sequence @foo(%arg0: !transform.any_op {transform.readonly}) -> () {
    transform.apply_patterns to %arg0 {
      transform.apply_patterns.transform.test_patterns
    } : !transform.any_op
    transform.yield
  }

  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    %1 = transform.structured.match ops{["test.erase_op"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.debug.emit_remark_at %1, "matched op" : !transform.any_op
    transform.include @foo failures(propagate) (%0) : (!transform.any_op) -> ()
    // No marker should be printed.
    transform.debug.emit_remark_at %1, "op was deleted" : !transform.any_op
    transform.yield
  }
}

// -----

// CHECK-LABEL: func @canonicalization(
//       CHECK:   %[[c5:.*]] = arith.constant 5 : index
//       CHECK:   return %[[c5]]
func.func @canonicalization(%t: tensor<5xf32>) -> index {
  %c0 = arith.constant 0 : index
  %dim = tensor.dim %t, %c0 : tensor<5xf32>
  return %dim : index
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["tensor.dim"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    %1 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_patterns to %1 {
      transform.apply_patterns.canonicalization
    } : !transform.any_op
    transform.yield
  }
}

// -----

// expected-note @below{{target payload op}}
module {
  func.func @invalid_pattern_application_to_transform_ir() {
    return
  }

  module attributes {transform.with_named_sequence} {
    transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
      // expected-error @below {{cannot apply transform to itself (or one of its ancestors)}}
      transform.apply_patterns to %arg1 {
        transform.apply_patterns.canonicalization
      } : !transform.any_op
      transform.yield
    }
  }
}

// -----

// CHECK-LABEL: func @canonicalization_and_cse(
//   CHECK-NOT:   memref.subview
//   CHECK-NOT:   memref.copy
func.func @canonicalization_and_cse(%m: memref<5xf32>) {
  %c2 = arith.constant 2 : index
  %s0 = memref.subview %m[1] [2] [1] : memref<5xf32> to memref<2xf32, strided<[1], offset: 1>>
  %s1 = memref.subview %m[1] [%c2] [1] : memref<5xf32> to memref<?xf32, strided<[1], offset: 1>>
  memref.copy %s0, %s1 : memref<2xf32, strided<[1], offset: 1>> to memref<?xf32, strided<[1], offset: 1>>
  return
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %1 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_patterns to %1 {
      transform.apply_patterns.canonicalization
    } {apply_cse} : !transform.any_op
    transform.yield
  }
}

// -----

// CHECK-LABEL: func @full_dialect_conversion
//  CHECK-NEXT:   %[[m:.*]] = "test.new_op"() : () -> memref<5xf32>
//  CHECK-NEXT:   %[[cast:.*]] = builtin.unrealized_conversion_cast %0 : memref<5xf32> to tensor<5xf32>
//  CHECK-NEXT:   return %[[cast]]
func.func @full_dialect_conversion() -> tensor<5xf32> {
  %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (tensor<5xf32>)
  return %0 : tensor<5xf32>
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_conversion_patterns to %0 {
      transform.apply_conversion_patterns.transform.test_conversion_patterns
    } with type_converter {
      transform.apply_conversion_patterns.transform.test_type_converter
    } {legal_ops = ["func.func", "func.return", "test.new_op"]}
        : !transform.any_op
    transform.yield
  }
}

// -----

// Full dialect conversion fails because test.bar is not replaced and not legal.

// expected-note @below{{target op}}
func.func @full_dialect_conversion_failed() -> tensor<5xf32> {
  %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (tensor<5xf32>)
  // expected-error @below{{failed to legalize operation 'test.bar'}}
  "test.bar"() : () -> ()
  return %0 : tensor<5xf32>
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    // expected-error @below{{dialect conversion failed}}
    transform.apply_conversion_patterns to %0 {
      transform.apply_conversion_patterns.transform.test_conversion_patterns
    } with type_converter {
      transform.apply_conversion_patterns.transform.test_type_converter
    } {legal_ops = ["func.func", "func.return", "test.new_op"]}
        : !transform.any_op
    transform.yield
  }
}

// -----

// Partial dialect conversion succeeds because test.bar is not explicitly
// illegal.

// CHECK-LABEL: func @partial_dialect_conversion
//  CHECK-NEXT:   %[[m:.*]] = "test.new_op"() : () -> memref<5xf32>
//  CHECK-NEXT:   %[[cast:.*]] = builtin.unrealized_conversion_cast %0 : memref<5xf32> to tensor<5xf32>
//  CHECK-NEXT:   "test.bar"
//  CHECK-NEXT:   return %[[cast]]
func.func @partial_dialect_conversion() -> tensor<5xf32> {
  %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (tensor<5xf32>)
  "test.bar"() : () -> ()
  return %0 : tensor<5xf32>
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_conversion_patterns to %0 {
      transform.apply_conversion_patterns.transform.test_conversion_patterns
    } with type_converter {
      transform.apply_conversion_patterns.transform.test_type_converter
    } {legal_ops = ["func.func", "func.return", "test.new_op"],
       partial_conversion} : !transform.any_op
    transform.yield
  }
}

// -----

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    // expected-error @below{{pattern descriptor does not specify type converter and apply_conversion_patterns op has no default type converter}}
    transform.apply_conversion_patterns to %0 {
      // expected-note @below{{pattern descriptor op}}
      transform.apply_conversion_patterns.transform.test_conversion_patterns
    } {illegal_ops = ["test.foo"]} : !transform.any_op
    transform.yield
  }
}

// -----

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_conversion_patterns to %0 {
      // expected-error @below{{expected LLVMTypeConverter}}
      transform.apply_conversion_patterns.dialect_to_llvm "test"
    } with type_converter {
      transform.apply_conversion_patterns.transform.test_type_converter
    } {illegal_ops = ["test.foo"],
       legal_ops = ["func.func", "func.return", "test.new_op"]}
        : !transform.any_op
    transform.yield
  }
}

// -----

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_conversion_patterns to %0 {
      // expected-error @below{{unknown dialect or dialect not loaded: this_dialect_does_not_exist}}
      transform.apply_conversion_patterns.dialect_to_llvm "this_dialect_does_not_exist"
    } with type_converter {
      transform.apply_conversion_patterns.memref.memref_to_llvm_type_converter
    } {illegal_ops = ["test.foo"],
       legal_ops = ["func.func", "func.return", "test.new_op"]}
        : !transform.any_op
    transform.yield
  }
}

// -----

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.apply_conversion_patterns to %0 {
      // expected-error @below{{dialect does not implement ConvertToLLVMPatternInterface or extension was not loaded: transform}}
      transform.apply_conversion_patterns.dialect_to_llvm "transform"
    } with type_converter {
      transform.apply_conversion_patterns.memref.memref_to_llvm_type_converter
    } {illegal_ops = ["test.foo"],
       legal_ops = ["func.func", "func.return", "test.new_op"]}
        : !transform.any_op
    transform.yield
  }
}

// -----

module attributes { transform.with_named_sequence } {
  func.func @replacement_op_not_found() {
    // No op replacement can be found, but there are no handles that must be
    // updated. No error should be reported.
    "test.container"() ({
      %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (i32)
    }) : () -> ()
    return
  }

  transform.named_sequence @patterns(%container: !transform.any_op {transform.readonly}) {
    transform.apply_patterns to %container {
      transform.apply_patterns.transform.test_patterns
    } : !transform.any_op
    transform.yield
  }

  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["test.container"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    %1 = transform.structured.match ops{["test.foo"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    transform.annotate %1 "annotated" : !transform.any_op
    transform.include @patterns failures(propagate) (%0) : (!transform.any_op) -> ()
    transform.yield
  }
}

// -----

// "test.foo" is tracked and replaced with "test.new_op" during a dialect
// conversion. Make sure that the handle is updated accordingly.

// CHECK-LABEL: func @dialect_conversion_tracking
//  CHECK-NEXT:   %[[m:.*]] = "test.new_op"() {annotated} : () -> memref<5xf32>
//  CHECK-NEXT:   %[[cast:.*]] = builtin.unrealized_conversion_cast %0 : memref<5xf32> to tensor<5xf32>
//  CHECK-NEXT:   return %[[cast]]
func.func @dialect_conversion_tracking() -> tensor<5xf32> {
  %0 = "test.foo"() {replace_with_new_op = "test.bar"} : () -> (tensor<5xf32>)
  return %0 : tensor<5xf32>
}

module attributes {transform.with_named_sequence} {
  transform.named_sequence @__transform_main(%arg1: !transform.any_op) {
    %0 = transform.structured.match ops{["func.func"]} in %arg1 : (!transform.any_op) -> !transform.any_op
    %1 = transform.structured.match ops{["test.foo"]} in %0 : (!transform.any_op) -> !transform.any_op
    transform.apply_conversion_patterns to %0 {
      transform.apply_conversion_patterns.transform.test_conversion_patterns
    } with type_converter {
      transform.apply_conversion_patterns.transform.test_type_converter
    } {legal_ops = ["func.func", "func.return", "test.new_op"], preserve_handles}
        : !transform.any_op
    // Add an attribute to %1, which is now mapped to a new op.
    transform.annotate %1 "annotated" : !transform.any_op
    transform.yield
  }
}