// Adds `attrs` to all the operations between `begin` and `end`. Does not
// include `end`. The operations might be across multiple  blocks.
void AddAttributes(Block::iterator begin, Block::iterator end,
                   const NamedAttrList& attrs) {
  if (begin->getBlock() == end->getBlock()) {
    AddAttributesInSameBlock(begin, end, attrs);
  } else {
    Region::iterator begin_block = Region::iterator(begin->getBlock());

func ExampleTx_Prepare() {
	projects := []struct {
		mascot  string
		release int
	}{
		{"tux", 1991},
		{"duke", 1996},
		{"gopher", 2009},
		{"moby dock", 2013},
	}

	tx, err := db.Begin()
	if err != nil {
		log.Fatal(err)
	}
	defer tx.Rollback() // The rollback will be ignored if the tx has been committed later in the function.

}

func (S Tracer) Error(ctx context.Context, s string, i ...interface{}) {
	S.Logger.Error(ctx, s, i...)
}

func (S Tracer) Trace(ctx context.Context, begin time.Time, fc func() (sql string, rowsAffected int64), err error) {
	S.Logger.Trace(ctx, begin, fc, err)
	S.Test(ctx, begin, fc, err)

  mlir::Block& body = func.front();
  // Find region of interest and ReturnOp.
  auto copy_range = body.without_terminator();
  if (copy_range.begin() != copy_range.end() &&
      std::next(copy_range.begin()) == copy_range.end() &&
      isa<tf_executor::GraphOp>(*copy_range.begin())) {
    // Already a graph.
    return;
  }

  auto return_op = dyn_cast<func::ReturnOp>(body.getTerminator());
  if (!return_op) {

// and holds raw certificates for the imagepolicy webhook tests.

//lint:file-ignore U1000 Ignore all unused code, it's generated

package imagepolicy

var caCert = []byte(`-----BEGIN CERTIFICATE-----
MIIDFzCCAf+gAwIBAgIJAJlL10mfdZraMA0GCSqGSIb3DQEBCwUAMCExHzAdBgNV
BAMMFndlYmhvb2tfaW1hZ2Vwb2xpY3lfY2EwIBcNMTYwODEyMjAyMjUwWhgPMjI5
MDA1MjgyMDIyNTBaMCExHzAdBgNVBAMMFndlYmhvb2tfaW1hZ2Vwb2xpY3lfY2Ew

limitations under the License.
*/

// This file is an exact copy of
// plugin/pkg/auth/authorizer/webhook/certs_test.go

package webhook

var caCert = []byte(`-----BEGIN CERTIFICATE-----
MIIDCzCCAfOgAwIBAgIJAKK9m2Cfg5uhMA0GCSqGSIb3DQEBCwUAMBsxGTAXBgNV
BAMMEHdlYmhvb2tfYXV0aHpfY2EwIBcNMTYwMjE2MjM0NDI4WhgPMjI4OTEyMDEy
MzQ0MjhaMBsxGTAXBgNVBAMMEHdlYmhvb2tfYXV0aHpfY2EwggEiMA0GCSqGSIb3

      : $for j, [[g$(j)_(g$j)]] {}
  virtual ~CartesianProductGenerator$i() {}

  virtual ParamIteratorInterface<ParamType>* Begin() const {
    return new Iterator(this, $for j, [[g$(j)_, g$(j)_.begin()]]);
  }
  virtual ParamIteratorInterface<ParamType>* End() const {
    return new Iterator(this, $for j, [[g$(j)_, g$(j)_.end()]]);
  }

 private:

limitations under the License.
*/

// This file was generated using openssl by the gencerts.sh script
// and holds raw certificates for the webhook tests.

package webhook

var caCert = []byte(`-----BEGIN CERTIFICATE-----
MIIDCzCCAfOgAwIBAgIJAKK9m2Cfg5uhMA0GCSqGSIb3DQEBCwUAMBsxGTAXBgNV
BAMMEHdlYmhvb2tfYXV0aHpfY2EwIBcNMTYwMjE2MjM0NDI4WhgPMjI4OTEyMDEy
MzQ0MjhaMBsxGTAXBgNVBAMMEHdlYmhvb2tfYXV0aHpfY2EwggEiMA0GCSqGSIb3

// the TensorFlow graph.  This pass does the following rewrites:
//
// Slice
// -----
//
//   Slice(op, begin, size <must be constant>) =>
//     Slice(op, begin, actual_size(op.shape(), size, begin));
//       _XlaCompileTimeConstantInputs={2}
//
// where
//
//   actual_size(op_shape, size, begin)[i] =
//     size[i] == -1 ? (op_shape[i] - size[i])
//                   : size[i]
//

include "mhlo/IR/hlo_ops.td"


// See the function doc in the header file.
def GetPadOpType : NativeCodeCall<
  "GetPadOpType((*$0.begin()).getDefiningOp<mhlo::CompositeOp>())">;

// See the function doc in the header file.
def GetAvgPoolOpPadAttr: 
  NativeCodeCall<"GetAvgPoolOpPadAttr($_builder, (*$0.begin()).getDefiningOp<mhlo::CompositeOp>())">;

// Returns true if the provided padding in the composite op can *not* be