}

		pmap := params
		if baseName, _, ok := strings.Cut(key, "*"); ok {
			if continuation == nil {
				continuation = make(map[string]map[string]string)
			}
			var ok bool
			if pmap, ok = continuation[baseName]; !ok {
				continuation[baseName] = make(map[string]string)
				pmap = continuation[baseName]
			}
		}
		if v, exists := pmap[key]; exists && v != value {

				otherIPFamily = v1.IPv4Protocol
			}

			ipMap := MapIPsByIPFamily(testcase.ipString)

			var ipStr []string
			for _, ip := range ipMap[ipFamily] {
				ipStr = append(ipStr, ip.String())
			}
			if !reflect.DeepEqual(testcase.expectCorrect, ipStr) {
				t.Errorf("Test %v failed: expected %v, got %v", testcase.desc, testcase.expectCorrect, ipMap[ipFamily])
			}
			ipStr = nil

}

func getPortMap(pod *v1.Pod) map[string]uint32 {
	pmap := map[string]uint32{}
	for _, c := range pod.Spec.Containers {
		for _, port := range c.Ports {
			if port.Name == "" || port.Protocol != v1.ProtocolTCP {
				continue
			}
			// First port wins, per Kubernetes (https://github.com/kubernetes/kubernetes/issues/54213)
			if _, f := pmap[port.Name]; !f {
				pmap[port.Name] = uint32(port.ContainerPort)
			}
		}
	}

    TF_Tensor:$tensor
  );
}

def TFMapFnOp : TensorflowMlrt_Op<"tf_map_fn", [AttrSizedOperandSegments, Pure]> {
  let summary = "The Parallel Map for tf_mlrt dialect";
  let description = [{
    The Pmap executes body function in parallel for all ranges up to $max_iterations.

    The pseudo code:
      for(int i = 0; i < $max_iterations; i++) {
        body_fn(MlrtFture($tensor_list_or_flow_in[i]),

  }];
}

def MapFnOp : TensorflowMlrt_Op<"map_fn", [AttrSizedOperandSegments, Pure]> {
  let summary = "The Parallel Map for tf_mlrt dialect";
  let description = [{
    The Pmap executes body function in parallel for all ranges up to $max_iterations.

    The pseudo code:
      for(int i = 0; i < $max_iterations; i++) {
        body_fn(MlrtFture($tensor_list_or_flow_in[i]),

}

// resolveEmbed resolves //go:embed patterns to precise file lists.
// It sets files to the list of unique files matched (for go list),
// and it sets pmap to the more precise mapping from
// patterns to files.
func resolveEmbed(pkgdir string, patterns []string) (files []string, pmap map[string][]string, err error) {
	var pattern string
	defer func() {
		if err != nil {
			err = &EmbedError{
				Pattern: pattern,

			headerMap[hkey] = hvalueMatch
		}

		// set QueryParams
		QPMap := make(map[string]string)
		for qpkey, qpvalue := range match.QueryParams {
			qpvalueExact := qpvalue.GetExact()
			qpvaluePrefix := qpvalue.GetPrefix()
			qpvalueMatch := assignExactOrPrefix(qpvalueExact, qpvaluePrefix)
			QPMap[qpkey] = qpvalueMatch
		}

		// set WithoutHeaders
		noHeaderMap := make(map[string]string)