# -*- coding: utf-8 -*-
# enpheeph - Neural Fault Injection Framework
# Copyright (C) 2020-2023 Alessio "Alexei95" Colucci
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU Affero General Public License for more details.
#
# You should have received a copy of the GNU Affero General Public License
# along with this program.  If not, see <https://www.gnu.org/licenses/>.

# enpheeph - Neural Fault Injection Framework
# Copyright (C) 2020-2022 Alessio "Alexei95" Colucci
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU Affero General Public License for more details.
#
# You should have received a copy of the GNU Affero General Public License
# along with this program.  If not, see <https://www.gnu.org/licenses/>.

import torchinfo

import enpheeph.helpers.summaries.abc.modelsummaryabc


class ModelSummaryTorchinfo(
    enpheeph.helpers.summaries.abc.modelsummaryabc.ModelSummaryABC
):
    def __init__(self, sensitivity_analysis_plugin=None):
        self.sensitivity_analysis_plugin = sensitivity_analysis_plugin

    def gather_summary(self, model, input_size):
        self.summary = torchinfo.summary(
            model=model, input_size=input_size, batch_dim=1, verbose=0
        )

    def compute_layer_set(self):
        pass
