filegroup(
    name = "test_utilities",
    testonly = True,
    data = [
        ":importer_test_min_max",
        ":test_schema.fbs",
        "//tensorflow/compiler/mlir:tf-opt",
        "//tensorflow/compiler/mlir/lite:flatbuffer_to_string",
        "//tensorflow/compiler/mlir/lite:flatbuffer_translate",
        "//tensorflow/compiler/mlir/lite:json_to_flatbuffer",

//
// +protobuf=true
// +protobuf.options.(gogoproto.goproto_stringer)=false
// +k8s:openapi-gen=true
type IntOrString struct {
	Type   Type   `protobuf:"varint,1,opt,name=type,casttype=Type"`
	IntVal int32  `protobuf:"varint,2,opt,name=intVal"`
	StrVal string `protobuf:"bytes,3,opt,name=strVal"`
}

// Type represents the stored type of IntOrString.
type Type int64

const (
	Int    Type = iota // The IntOrString holds an int.

#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
#   See the License for the specific language governing permissions and
#   limitations under the License.

FROM python:3.12.1-slim

WORKDIR /opt/microservices
COPY app.py ./
COPY requirements.txt ./

# install the dependencies and packages in the requirements file
RUN pip install --no-cache-dir --require-hashes -r requirements.txt

#include "llvm/Support/raw_ostream.h"
#include "tensorflow/compiler/mlir/lite/schema/schema_generated.h"
#include "tensorflow/compiler/mlir/lite/schema/schema_utils.h"
#include "tensorflow/lite/model.h"

using llvm::cl::opt;

// RUN: flatbuffer_translate -mlir-to-tflite-flatbuffer %s.mlir -o - \
// RUN:   | %p/importer_test_min_max - \
// RUN:   | flatbuffer_translate --tflite-flatbuffer-to-mlir - -o - \
// RUN:   | FileCheck %s

// RUN: tf-tfrt-opt -tf-to-tfrt %s | FileCheck %s --dump-input=fail

// CHECK-LABEL: func @string_tensor
func.func @string_tensor() -> (tensor<0x!tf_type.string>, tensor<7x!tf_type.string>) {
  // CHECK: {shape = [0], value = []}
  %0 = "tf.Const"() {value = dense<[]> : tensor<0x!tf_type.string>} : () -> tensor<0x!tf_type.string>

// RUN: tf-opt %s -split-input-file -tf-xla-broadcast | FileCheck %s

# as the Istio CNI plugin and config on
# each master and worker node in a Kubernetes cluster.
{{- $defaultBinDir :=
    (.Capabilities.KubeVersion.GitVersion | contains "-gke") | ternary
      "/home/kubernetes/bin"
      "/opt/cni/bin"
}}
kind: DaemonSet
apiVersion: apps/v1
metadata:
  name: {{ template "name" . }}-node
  namespace: {{ .Release.Namespace }}
  labels:
    k8s-app: {{ template "name" . }}-node

// embedded configs. Forcing consumers to use these defaults would be problematic
// as defaulting in the scheme is done as part of the conversion, and there would
// be no easy way to opt-out. Instead, if you want to use this defaulting method
// run it in your wrapper struct of this type in its `SetDefaults_` method.

        val startParameterProperties: Map<String, Any?>,
        /**
         * Whether the undeclared inputs accessed while serializing the task graph will be
         * excluded from input tracking. This is a temporary opt-out flag after a change
         * was made in that behavior.
         */
        val ignoreInputsInConfigurationCacheTaskGraphWriting: Boolean,
        /**

#include "mlir/Dialect/Tensor/IR/Tensor.h"  // from @llvm-project
#include "mlir/InitAllPasses.h"  // from @llvm-project
#include "mlir/Support/LogicalResult.h"  // from @llvm-project
#include "mlir/Tools/mlir-opt/MlirOptMain.h"  // from @llvm-project
#include "stablehlo/dialect/StablehloOps.h"  // from @stablehlo
#include "stablehlo/dialect/VhloOps.h"  // from @stablehlo
#include "stablehlo/transforms/Passes.h"  // from @stablehlo