"""Configure the restoration ("расцензурить") engine. inpaint — no setup. deepmosaics — the network code is vendored (built-in); the user picks a clean model from a dropdown of the bundled ``models/deepmosaics`` weights (or browses to another ``clean_*.pth``). ``mosaic_position.pth`` must sit beside the chosen model. A CUDA GPU is strongly recommended (GPU id, -1 = CPU/slow). """ from __future__ import annotations from pathlib import Path from PySide6.QtWidgets import ( QComboBox, QDialog, QDialogButtonBox, QFileDialog, QFormLayout, QHBoxLayout, QLabel, QLineEdit, QPushButton, QWidget, ) from ..config import AppConfig from ..core.restore.deepmosaics import discover_models class RestoreDialog(QDialog): def __init__(self, config: AppConfig, parent: QWidget | None = None) -> None: super().__init__(parent) self._cfg = config self.setWindowTitle("Движок восстановления") self.setMinimumWidth(560) self.engine = QComboBox() self.engine.addItem("Инпейнт (быстро, замазывает — без модели)", "inpaint") self.engine.addItem("DeepMosaics (реальное расцензуривание, нужна модель+GPU)", "deepmosaics") self.engine.setCurrentIndex(1 if config.restorer == "deepmosaics" else 0) self.engine.currentIndexChanged.connect(self._sync) # Model dropdown — bundled clean models, plus the configured one if external. self.model_combo = QComboBox() self._populate_models(config.dm_model) self.dm_gpu = QLineEdit(config.dm_gpu or "0") self.dm_gpu.setPlaceholderText("0 = первая CUDA-карта, -1 = CPU (медленно)") form = QFormLayout(self) form.addRow("Движок:", self.engine) form.addRow("Модель:", self._with_browse(self.model_combo, self._browse_model)) form.addRow("GPU id:", self.dm_gpu) hint = QLabel( "Модели берутся из models/deepmosaics. Нужны clean_youknow_resnet_9blocks.pth " "и mosaic_position.pth (рядом). Видеомодель clean_*_video.pth покадрово не " "работает и в списке не показывается. На CPU медленно — лучше GPU. См. README." ) hint.setWordWrap(True) form.addRow(hint) buttons = QDialogButtonBox(QDialogButtonBox.Ok | QDialogButtonBox.Cancel) buttons.accepted.connect(self.accept) buttons.rejected.connect(self.reject) form.addRow(buttons) self._sync() def _populate_models(self, current: str | None) -> None: self.model_combo.clear() for name, path in discover_models(): self.model_combo.addItem(name, path) # Keep an externally-configured model selectable even if it's outside the folder. if current and self.model_combo.findData(current) < 0: self.model_combo.addItem(Path(current).stem + " (внешняя)", current) if self.model_combo.count() == 0: self.model_combo.addItem("(модели не найдены — положите в models/deepmosaics)", None) idx = self.model_combo.findData(current) if current else 0 self.model_combo.setCurrentIndex(max(0, idx)) def _with_browse(self, widget: QWidget, slot) -> QWidget: w = QWidget() h = QHBoxLayout(w) h.setContentsMargins(0, 0, 0, 0) h.addWidget(widget, 1) btn = QPushButton("Обзор…") btn.clicked.connect(slot) h.addWidget(btn) return w def _sync(self) -> None: is_dm = self.engine.currentData() == "deepmosaics" self.model_combo.setEnabled(is_dm) self.dm_gpu.setEnabled(is_dm) def _browse_model(self) -> None: p, _ = QFileDialog.getOpenFileName(self, "Веса DeepMosaics", "", "Веса (*.pth);;Все файлы (*.*)") if p: if self.model_combo.findData(p) < 0: self.model_combo.addItem(Path(p).stem, p) self.model_combo.setCurrentIndex(self.model_combo.findData(p)) def apply_to_config(self) -> None: self._cfg.restorer = self.engine.currentData() self._cfg.dm_model = self.model_combo.currentData() self._cfg.dm_gpu = self.dm_gpu.text().strip() or "0"