Converts a TensorFlow SavedModel into StableHLO bytecode.

        * input-path: The path to the input TensorFlow SavedModel.
        * exported-model-signatures: Comma-separated list of exported model
          signatures to convert.
        * tag_names: Comma-separated list of tags for loading SavedModel.
        * input-arg-shapes: A string representation of input argument shapes for

// RUN: odml-to-stablehlo-opt %s --transpose-commute-ops | FileCheck %s
// CHECK-LABEL:   func.func @commute_transpose_pad(
// CHECK-SAME:          %[[INPUT:.*]]: tensor<1x112x112x64xf32>,
// CHECK-SAME:          %[[PAD_VAL:.*]]: tensor<f32>) -> tensor<1x64x114x114xf32> {
// CHECK:           %[[PAD:.*]] = stablehlo.pad %[[INPUT]], %[[PAD_VAL]],
// CHECK:               low = [0, 1, 1, 0], high = [0, 1, 1, 0], interior = [0, 0, 0, 0]

        // So if the input is analysis metadata we merge it and output it, otherwise it's original artifact, and we output that.
        File input = getInput().get().getAsFile();
        InstrumentationInputType inputType = getInputType(input);
        switch (inputType) {
            case DEPENDENCY_ANALYSIS_DATA:
                doMergeAndOutputAnalysis(input, outputs);
                return;

  return RankedTensorType::get(ranked_type.getShape(), builder->getI1Type());
}

Type InferReductionOpType(Value input, Value reduction_indices,
                          BoolAttr keep_dims) {
  Type input_ty = input.getType();
  Type element_ty = getElementTypeOrSelf(input_ty);

  // Output type is unranked if input type is not ranked.
  auto ranked_ty = mlir::dyn_cast<RankedTensorType>(input_ty);

    public InstrumentationArtifactMetadata readMetadataOnly(File input) {
        try {
            return dependencyAnalysisCache.get(input, () -> delegate.readDependencyAnalysis(input)).getMetadata();
        } catch (ExecutionException e) {
            throw new RuntimeException(e);
        }
    }

    @Override
    public Map<String, Set<String>> readTypeHierarchyAnalysis(File input) {
        try {

	"istio.io/istio/istioctl/pkg/util/configdump"
)

func TestNewAnalyzer(t *testing.T) {
	tests := []struct {
		name    string
		input   *configdump.Wrapper
		wantErr error
	}{
		{
			name: "Test1",
			input: &configdump.Wrapper{
				ConfigDump: &envoy_admin.ConfigDump{
					Configs: []*anypb.Any{
						{
							TypeUrl: "type.googleapis.com/envoy.admin.v3.ListenersConfigDump",

 * 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.
 */

package org.gradle.internal.cc.impl.inputs.undeclared

import org.gradle.api.Action
import org.gradle.api.Plugin
import org.gradle.api.Project
import org.gradle.api.Task
import org.gradle.test.fixtures.file.TestFile

trait JavaPluginImplementation {

// RUN: tf-opt %s -tf-shape-inference=input-arg-shapes=1 -verify-diagnostics -split-input-file | FileCheck %s
// RUN: not tf-opt %s -tf-shape-inference=input-arg-shapes=* 2>&1 | FileCheck --check-prefix=INPUT_ARG_SHAPES_ERROR %s
// INPUT_ARG_SHAPES_ERROR: Missing input argument shapes

module attributes {tf.versions = {bad_consumers = [], min_consumer = 0 : i32, producer = 268 : i32}} {
    // CHECK-LABEL: func.func @main

	sig, err := SignASN1(rand, priv, hash)
	if err != nil {
		return nil, nil, err
	}

	r, s = new(big.Int), new(big.Int)
	var inner cryptobyte.String
	input := cryptobyte.String(sig)
	if !input.ReadASN1(&inner, asn1.SEQUENCE) ||
		!input.Empty() ||
		!inner.ReadASN1Integer(r) ||
		!inner.ReadASN1Integer(s) ||
		!inner.Empty() {
		return nil, nil, errors.New("invalid ASN.1 from SignASN1")
	}
	return r, s, nil

                    "msg": "Field required",
                    "input": None,
                },
                {
                    "type": "int_parsing",
                    "loc": ["query", "skip"],
                    "msg": "Input should be a valid integer, unable to parse string as an integer",
                    "input": "a",
                },
                {
                    "type": "int_parsing",