"$_builder.getI32IntegerAttr($0.cast<IntegerAttr>().getInt())">;

// Builds a constant bool attribute.
class GetBoolAttr<int value> :
    NativeCodeCall<"$_builder.getBoolAttr(" # value #")">;

// Converts an integer attribute $0 to 64-bit with builder.
def convertIntAttrTo64Bit : NativeCodeCall<
    "$_builder.getI64IntegerAttr($0.cast<IntegerAttr>().getInt())">;

// Extracts the single integer element from $_self.

            final Response response = checkMethodBase(requestBody).post("/api/admin/scheduler/" + schedulerId + "/start");
            if (response.getBody().jsonPath().getInt("response.status") == 0) {
                logger.info("Start scheduler \"{}\"", schedulerId);
                return;
            }
            ThreadUtil.sleep(1000L);
        }
        fail("could not start job.");

    fbb.Add(static_cast<int32_t>(
        mlir::dyn_cast<IntegerAttr>(*(hash_seed.getValue().data() + i))
            .getInt()));
  }
  fbb.EndVector(vector_start, /*typed=*/true, /*fixed=*/false);

  auto buckets = mlir::dyn_cast_or_null<IntegerAttr>(attrs.get("buckets"));
  fbb.Int("buckets", buckets.getInt());

  fbb.EndMap(start_map);
  fbb.Finish();

    return success();
  }
  return op->emitOpError() << "module already contains an attribute "
                           << attr_name << "=" << ex_attr_value.getInt()
                           << ", overwritting to a new value "
                           << attr_value.getInt() << " is not allowed.";
}

LogicalResult SetCollectiveInfo(IntegerAttr group_size, IntegerAttr group_key,
                                Operation* op) {

  ArrayAttr stride = mlir::dyn_cast<ArrayAttr>(identifier_to_attr["strides"]);
  const int stride_h = mlir::cast<IntegerAttr>(stride[1]).getInt();
  const int stride_w = mlir::cast<IntegerAttr>(stride[2]).getInt();
  return rewriter.getI64ArrayAttr({stride_h, stride_w});
}

Attribute GetLhsDilationValue(PatternRewriter& rewriter,

                    // create and wire the custom dependencies extension's dependencies to these global configurations
                    api.fromDependencyCollector(getRestricted().getDependencies().getApi());
                    implementation.fromDependencyCollector(getRestricted().getDependencies().getImplementation());
                }
            }
        """

    if (!main_func) continue;

    SymbolTable symbol_table(module_op);
    for (auto call_op : main_func.getOps<TF::PartitionedCallOp>()) {
      func_ops.push_back(dyn_cast_or_null<func::FuncOp>(symbol_table.lookup(
          mlir::cast<FlatSymbolRefAttr>(call_op.getFAttr()).getValue())));
    }
    for (auto call_op : main_func.getOps<TF::StatefulPartitionedCallOp>()) {
      func_ops.push_back(

	r.mu.Lock()
	defer r.mu.Unlock()
	getDst := func(n int) []byte {
		if cap(dst) < n {
			return make([]byte, n)
		}
		return dst[:n]
	}

	if r.w == r.r {
		if r.isFull {
			buf := getDst(r.size)
			copy(buf, r.buf[r.r:])
			copy(buf[r.size-r.r:], r.buf[:r.w])
			return buf
		}
		return nil
	}

	if r.w > r.r {
		buf := getDst(r.w - r.r)
		copy(buf, r.buf[r.r:r.w])

		PluginLogLevel:        istiolog.LevelToString(istiolog.FindScope(constants.CNIPluginLogScope).GetOutputLevel()),
		KubeconfigFilename:    viper.GetString(constants.KubeconfigFilename),
		KubeconfigMode:        viper.GetInt(constants.KubeconfigMode),
		KubeCAFile:            viper.GetString(constants.KubeCAFile),
		SkipTLSVerify:         viper.GetBool(constants.SkipTLSVerify),
		K8sServiceProtocol:    os.Getenv("KUBERNETES_SERVICE_PROTOCOL"),

      padding_nums.push_back(padding_elem.getInt());
    }
  } else if (conv_padding.strref() == "VALID") {
    padding_nums.resize(padding_nums_size, 0);
  } else {
    padding_nums.resize(padding_nums_size);
    for (int i = 0; i < dnums.input_spatial_dimensions_size(); ++i) {
      const int64_t stride =
          mlir::cast<IntegerAttr>(op.getWindowStridesAttr()[i]).getInt();
      const int64_t lhs_size_dilated =