result_content.reserve(1);
    result_content.push_back(ParallelTensor::FromTensorHandles(
        parallel_device, std::move(components), status));
    if (TF_GetCode(status) != TF_OK) return result;
    result.emplace(std::move(result_content));
    return result;
  } else if (operation_name == std::string("TPUReplicatedOutput")) {
    // Special-cased operation for un-packing one parallel tensor into
    // per-device tensors.

    } else {
      per_device_outputs.push_back(ParallelTensor::FromTensorHandles(
          *this, std::move(components), status));
    }
    if (TF_GetCode(status) != TF_OK) return result;
  }
  result.emplace(std::move(per_device_outputs));
  return result;
}

std::vector<std::string> ParallelDevice::SummarizeDeviceNames() const {
  std::vector<DeviceNameUtils::ParsedName> parsed_components(

    if (strcmp(attr_name, tensorflow::kColocationAttrName) == 0) {
      op_->colocation_constraints.clear();
      for (int i = 0; i < num_values; ++i) {
        op_->colocation_constraints.emplace(static_cast<const char*>(values[i]),
                                            lengths[i]);
      }
    } else {
      std::vector<tensorflow::StringPiece> v;
      v.reserve(num_values);

  desc->node_builder.ControlInput(&input->node);
}

void TF_ColocateWith(TF_OperationDescription* desc, TF_Operation* op) {
  desc->colocation_constraints.emplace(
      StrCat(tensorflow::kColocationGroupPrefix, op->node.name()));
}

void TF_SetAttrString(TF_OperationDescription* desc, const char* attr_name,
                      const void* value, size_t length) {

Ben Leggett <******@****.***> 1716316321 -0400

  // selector is specified).
  // The only allowed template.spec.restartPolicy value is "Always".
  // More info: https://kubernetes.io/docs/concepts/workloads/controllers/replicationcontroller#pod-template
  optional k8s.io.api.core.v1.PodTemplateSpec template = 2;

  // An update strategy to replace existing DaemonSet pods with new pods.
  // +optional

            target = evaluateValue(scriptType, template, paramMap);
        }
        if (key != null && target != null) {
            putResultDataBody(dataMap, key, target);
        }
    }

    default Object evaluateValue(final String scriptType, final String template, final Map<String, Object> paramMap) {
        if (StringUtil.isEmpty(template)) {
            return StringUtil.EMPTY;
        }

  // selector is specified).
  // The only allowed template.spec.restartPolicy value is "Always".
  // More info: https://kubernetes.io/docs/concepts/workloads/controllers/replicationcontroller#pod-template
  optional k8s.io.api.core.v1.PodTemplateSpec template = 2;

  // An update strategy to replace existing DaemonSet pods with new pods.
  // +optional

        if (StringUtil.isEmpty(template)) {
            return StringUtil.EMPTY;
        }

        if (paramMap.containsKey(template)) {
            return paramMap.get(template);
        }

        return ComponentUtil.getScriptEngineFactory().getScriptEngine(scriptType).evaluate(template, paramMap);
    }

            return (u, m) -> DocumentUtil.encodeUrl(u);
        }
        if (!replacement.startsWith(GROOVY_MATCHER)) {
            return (u, m) -> m.replaceAll(replacement);
        }
        final String template = replacement.substring(GROOVY_MATCHER.length());
        return (u, m) -> {
            final Map<String, Object> paramMap = new HashMap<>();
            paramMap.put("url", u);
            paramMap.put("matcher", m);