See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/

// This file defines the op traits used in the MLIR TensorFlow Lite dialect.

#ifndef TENSORFLOW_COMPILER_MLIR_QUANTIZATION_COMMON_QUANTIZATION_LIB_QUANTIZATION_TRAITS_H_
#define TENSORFLOW_COMPILER_MLIR_QUANTIZATION_COMMON_QUANTIZATION_LIB_QUANTIZATION_TRAITS_H_

#ifndef TENSORFLOW_COMPILER_MLIR_TENSORFLOW_IR_TF_ARITH_OPS_FOLDER_H_
#define TENSORFLOW_COMPILER_MLIR_TENSORFLOW_IR_TF_ARITH_OPS_FOLDER_H_

#include <utility>

#include "llvm/ADT/StringRef.h"
#include "mlir/Dialect/Traits.h"  // from @llvm-project
#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/BuiltinAttributes.h"  // from @llvm-project
#include "mlir/IR/BuiltinTypes.h"  // from @llvm-project

#include "tensorflow/compiler/mlir/tensorflow/ir/tf_ops.h"

namespace mlir {
namespace quant {

// TODO - b/296503614: [Converter Component][TF-Quantizer] Reflect custom traits
// from TF-Quantizer to stableHLO quantization
bool IsOpWithDataMovementTrait(Operation* op) {
  // Supported data movement ops. These ops do not perform any computations and
  // has one result operand.

limitations under the License.
==============================================================================*/

#include "tensorflow/compiler/mlir/lite/utils/validators.h"

#include <algorithm>

#include "mlir/Dialect/Traits.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "mlir/IR/BuiltinAttributeInterfaces.h"  // from @llvm-project
#include "mlir/Support/LLVM.h"  // from @llvm-project

namespace mlir {

#include "llvm/ADT/StringSwitch.h"
#include "llvm/ADT/iterator_range.h"
#include "llvm/Support/Casting.h"
#include "llvm/Support/FormatVariadic.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/Dialect/Traits.h"  // from @llvm-project
#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "mlir/IR/BuiltinOps.h"  // from @llvm-project

limitations under the License.
==============================================================================*/

#include "tensorflow/compiler/mlir/tensorflow/ir/tf_ops_tensor_helper.h"

#include "mlir/Dialect/Traits.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "mlir/IR/Matchers.h"  // from @llvm-project
#include "mlir/IR/TypeUtilities.h"  // from @llvm-project

#include "absl/memory/memory.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/Support/Casting.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/Dialect/Traits.h"  // from @llvm-project
#include "mlir/IR/BuiltinOps.h"  // from @llvm-project
#include "mlir/IR/BuiltinTypes.h"  // from @llvm-project
#include "mlir/IR/Operation.h"  // from @llvm-project

#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallVector.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/Dialect/Shape/IR/Shape.h"  // from @llvm-project
#include "mlir/Dialect/Traits.h"  // from @llvm-project
#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "mlir/IR/BuiltinAttributes.h"  // from @llvm-project

func DeleteTaint(taints []v1.Taint, taintToDelete *v1.Taint) ([]v1.Taint, bool) {
	newTaints := []v1.Taint{}
	deleted := false
	for i := range taints {
		if taintToDelete.MatchTaint(&taints[i]) {
			deleted = true
			continue
		}
		newTaints = append(newTaints, taints[i])
	}
	return newTaints, deleted
}

## Introduction

Returns a set of temporary security credentials for applications/clients who have been authenticated through client credential grants provided by identity provider. Example providers include KeyCloak, Okta etc.