status.ForEachPayload(
      [tf_status](absl::string_view key, const absl::Cord& value) {
        std::string key_str(key);
        std::string value_str(value);
        TF_SetPayload(tf_status, key_str.c_str(), value_str.c_str());
      });
}

absl::Status StatusFromTF_Status(const TF_Status* tf_status) {
  absl::Status status(StatusCodeFromTSLCode(TF_GetCode(tf_status)),

  // Caller is responsible to call `TF_DeleteBuffer` to release the buffer.
  TF_Buffer* result = TF_NewBuffer();
  const std::string& value_str = *value;
  void* data = malloc(value_str.length());
  value_str.copy(static_cast<char*>(data), value_str.length(), 0);
  result->data = data;
  result->length = value_str.length();
  result->data_deallocator = [](void* data, size_t length) { free(data); };
  return result;
}

  if (is_float) {
    mhlo::OrOp value_or = llvm::dyn_cast_or_null<mhlo::OrOp>(
        value_select.getOperand(0).getDefiningOp());
    if (!value_or) return failure();

    mhlo::CompareOp value_gt = llvm::dyn_cast_or_null<mhlo::CompareOp>(
        value_or.getLhs().getDefiningOp());
    if (!value_gt || value_gt.getComparisonDirection() != compare_direction ||
        value_gt.getLhs() != body.getArgument(0) ||

      Iterator<V> valueItr = Iterators.emptyIterator();

      @Override
      public boolean hasNext() {
        return valueItr.hasNext() || valueCollectionItr.hasNext();
      }

      @Override
      public V next() {
        if (!valueItr.hasNext()) {
          valueItr = valueCollectionItr.next().iterator();
        }
        return valueItr.next();
      }
    };
  }

      Iterator<V> valueItr = Iterators.emptyIterator();

      @Override
      public boolean hasNext() {
        return valueItr.hasNext() || valueCollectionItr.hasNext();
      }

      @Override
      public V next() {
        if (!valueItr.hasNext()) {
          valueItr = valueCollectionItr.next().iterator();
        }
        return valueItr.next();
      }
    };
  }

}

// ParseValue parses string into a value
func ParseValue(valueStr string) any {
	var value any
	if v, err := strconv.Atoi(valueStr); err == nil {
		value = v
	} else if v, err := strconv.ParseFloat(valueStr, 64); err == nil {
		value = v
	} else if v, err := strconv.ParseBool(valueStr); err == nil {
		value = v
	} else {
		value = strings.ReplaceAll(valueStr, "\\,", ",")
	}
	return value
}

  // Read variable.
  tensorflow::AbstractTensorHandlePtr value;
  {
    AbstractTensorHandle* value_ptr = nullptr;
    TF_EXPECT_OK(tensorflow::ops::ReadVariableOp(ctx_.get(), var.get(),
                                                 &value_ptr, DT_FLOAT));
    value.reset(value_ptr);
  }
  ExpectEquals(value.get(), 2.0f);
  // Destroy variable.

  }

  @CollectionFeature.Require(SUPPORTS_ITERATOR_REMOVE)
  @CollectionSize.Require(ONE)
  public void testValuesIteratorRemove() {
    Iterator<V> valuesItr = multimap().values().iterator();
    valuesItr.next();
    valuesItr.remove();
    assertTrue(multimap().isEmpty());
  }

    }

    private static <T> boolean isIncubatingAttributeValue(Class<T> type, @Nullable T value) {
        String valueStr = value != null ? value.toString() : null;
        return getIncubatingFields(type).stream().map(IncubatingAttributesChecker::getFieldValue).anyMatch(Predicate.isEqual(valueStr));
    }

    private static Object getFieldValue(Field f) {
        try {
            return f.get(null);

  if constexpr (std::is_integral_v<T>) {
    DenseIntElementsAttr value_attr;
    if (!matchPattern(value, m_Constant(&value_attr)) ||
        !value_attr.isSplat()) {
      return false;
    }
    splat_value = value_attr.getSplatValue<T>();
    return true;
  }

  DenseFPElementsAttr value_attr;
  if (!matchPattern(value, m_Constant(&value_attr)) || !value_attr.isSplat()) {
    return false;
  }