# Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# 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.
from collections import Callable
from typing import Any

from torch.optim import Optimizer

import pytorch_lightning as pl
from pytorch_lightning.accelerators.accelerator import Accelerator
from pytorch_lightning.utilities.exceptions import MisconfigurationException


class IPUAccelerator(Accelerator):
    """ Accelerator for IPUs. """

    def setup_optimizers(self, trainer: 'pl.Trainer') -> None:
        super().setup_optimizers(trainer)

        if len(self.optimizers) > 1:
            raise MisconfigurationException("IPUs currently only support one optimizer.")

    def optimizer_step(self, optimizer: Optimizer, opt_idx: int, lambda_closure: Callable, **kwargs: Any) -> None:
        # Optimizer step is handled by the IPU accelerator.
        lambda_closure()