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from dataclasses import dataclass
from typing import Any
from core.workspace import (
add_history_entry,
append_workspace_query,
clone_workspace,
empty_history,
merge_favorites,
merge_history,
merge_workspaces,
normalize_favorites,
sync_selected_entries,
workspace_signature,
)
from platform_utils import nsfw_allowed
from webui.helpers import sanitize_restored_config
def set_selection_meta(controller: Any, tag: str, origin: str, source: str = '') -> None:
"""记录标签的来源,供写入工作区时补齐可追溯信息。"""
controller._pending_selection_meta[tag] = {
'origin': origin,
'source': source,
}
def push_undo_snapshot(controller: Any, *, limit: int = 30) -> bool:
"""在工作区内容变化前保存快照;相同快照不重复入栈。"""
snapshot = clone_workspace(controller.workspace_state)
signature = workspace_signature(snapshot)
if controller._undo_stack and workspace_signature(controller._undo_stack[-1]) == signature:
return False
controller._undo_stack.append(snapshot)
controller._undo_stack = controller._undo_stack[-limit:]
controller._redo_stack.clear()
controller._update_undo_buttons()
return True
def selected_tags(controller: Any) -> list[str]:
"""合并结果表与工作区额外标签,稳定保留用户选择顺序。"""
table_tags = [row['tag'] for row in controller.result_table.selected] if controller.result_table else []
seen = set(table_tags)
extra_pool = set(controller.chip_extra_selected)
extra = [tag for tag in controller._selected_order if tag in extra_pool and tag not in seen]
seen.update(extra)
extra.extend(sorted(tag for tag in extra_pool if tag not in seen))
return table_tags + extra
def collect_config_state(controller: Any, config_version: int) -> dict:
"""从页面控件采集可持久化的工作区配置。"""
return {
'version': config_version,
'top_k': int(controller.input_top_k.value) if controller.input_top_k else 10,
'limit': int(controller.input_limit.value) if controller.input_limit else 80,
'popularity_weight': float(controller.input_weight.value) if controller.input_weight else 0.15,
'show_nsfw': bool(controller.input_nsfw.value) if controller.input_nsfw else False,
'use_segmentation': bool(controller.input_segment.value) if controller.input_segment else True,
'selected_layers': dict(controller.selected_layers),
'selected_cats': dict(controller.selected_cats),
'sw_semantic': bool(controller.sw_semantic.value) if controller.sw_semantic else False,
'sw_layer': bool(controller.sw_layer.value) if controller.sw_layer else False,
'sw_source': bool(controller.sw_source.value) if controller.sw_source else False,
'prompt_format': controller.prompt_format,
'rows_per_page': controller._get_rows_per_page(),
'search_query': controller.search_input.value if controller.search_input else '',
'dismissed_announcement_version': controller.dismissed_announcement_version,
'search_mode': controller.input_search_mode.value if controller.input_search_mode else '自定义',
'group_mode': controller.input_group_mode.value if controller.input_group_mode else 'off',
'max_per_group': int(controller.input_max_per_group.value) if controller.input_max_per_group else 2,
}
def apply_config_state(
controller: Any,
config: object,
announcement_version: str,
) -> None:
"""将已校验的配置按原有顺序同步回控件和工作区状态。"""
config = sanitize_restored_config(config if isinstance(config, dict) else {})
dismissed_version = config.get('dismissed_announcement_version', '')
controller.dismissed_announcement_version = dismissed_version
if controller.announcement_banner:
controller.announcement_banner.set_visibility(
dismissed_version != announcement_version
)
if controller.input_search_mode and 'search_mode' in config:
controller.input_search_mode.set_value(config['search_mode'])
if controller.input_top_k and 'top_k' in config:
controller.input_top_k.set_value(config['top_k'])
if controller.input_limit and 'limit' in config:
controller.input_limit.set_value(config['limit'])
if controller.input_weight and 'popularity_weight' in config:
controller.input_weight.set_value(config['popularity_weight'])
if controller.input_segment and 'use_segmentation' in config:
controller.input_segment.set_value(config['use_segmentation'])
if controller.input_group_mode and 'group_mode' in config:
controller.input_group_mode.set_value(config['group_mode'])
if controller.input_max_per_group and 'max_per_group' in config:
controller.input_max_per_group.set_value(config['max_per_group'])
if nsfw_allowed() and controller.input_nsfw and 'show_nsfw' in config:
controller.input_nsfw.set_value(config['show_nsfw'])
for layer, value in config.get('selected_layers', {}).items():
if layer in controller.selected_layers:
controller.selected_layers[layer] = bool(value)
if layer in controller._layer_checkboxes:
controller._layer_checkboxes[layer].set_value(bool(value))
for category, value in config.get('selected_cats', {}).items():
if category in controller.selected_cats:
controller.selected_cats[category] = bool(value)
if category in controller._cat_checkboxes:
controller._cat_checkboxes[category].set_value(bool(value))
if controller.sw_semantic and 'sw_semantic' in config:
controller.sw_semantic.set_value(config['sw_semantic'])
if controller.sw_layer and 'sw_layer' in config:
controller.sw_layer.set_value(config['sw_layer'])
if controller.sw_source and 'sw_source' in config:
controller.sw_source.set_value(config['sw_source'])
if 'prompt_format' in config:
controller._apply_prompt_format(config['prompt_format'])
if 'rows_per_page' in config:
controller._set_rows_per_page(config['rows_per_page'])
if controller.search_input and config.get('search_query'):
controller.search_input.set_value(config['search_query'])
controller._update_table_columns()
def current_search_settings(controller: Any) -> dict:
"""采集一条历史记录所需的搜索设置。"""
return {
'search_mode': controller.input_search_mode.value if controller.input_search_mode else '自定义',
'top_k': int(controller.input_top_k.value) if controller.input_top_k else 10,
'limit': int(controller.input_limit.value) if controller.input_limit else 80,
'popularity_weight': float(controller.input_weight.value) if controller.input_weight else 0.15,
'show_nsfw': bool(controller.input_nsfw.value) if controller.input_nsfw else False,
'use_segmentation': bool(controller.input_segment.value) if controller.input_segment else True,
'target_layers': [key for key, value in controller.selected_layers.items() if value],
'target_categories': [key for key, value in controller.selected_cats.items() if value],
'group_mode': controller.input_group_mode.value if controller.input_group_mode else 'off',
'max_per_group': int(controller.input_max_per_group.value) if controller.input_max_per_group else 2,
}
def apply_search_settings(
controller: Any,
settings: object,
search_mode_options: tuple[str, ...],
) -> None:
"""恢复历史/收藏的搜索设置,并保留原有的最后保存动作。"""
if not isinstance(settings, dict):
return
controller._applying_preset = True
try:
mode = settings.get('search_mode')
if controller.input_search_mode and mode in search_mode_options:
controller.input_search_mode.set_value(mode)
if controller.input_top_k and isinstance(settings.get('top_k'), int):
controller.input_top_k.set_value(settings['top_k'])
if controller.input_limit and isinstance(settings.get('limit'), int):
controller.input_limit.set_value(settings['limit'])
if controller.input_weight and isinstance(settings.get('popularity_weight'), (int, float)):
controller.input_weight.set_value(settings['popularity_weight'])
if controller.input_segment and isinstance(settings.get('use_segmentation'), bool):
controller.input_segment.set_value(settings['use_segmentation'])
if controller.input_group_mode and settings.get('group_mode') in ('off', 'expand', 'diverse'):
controller.input_group_mode.set_value(settings['group_mode'])
if controller.input_max_per_group and isinstance(settings.get('max_per_group'), int):
controller.input_max_per_group.set_value(settings['max_per_group'])
if nsfw_allowed() and controller.input_nsfw and isinstance(settings.get('show_nsfw'), bool):
controller.input_nsfw.set_value(settings['show_nsfw'])
layers = settings.get('target_layers')
if isinstance(layers, list):
selected = set(layers)
for layer in controller.selected_layers:
value = layer in selected
controller.selected_layers[layer] = value
if layer in controller._layer_checkboxes:
controller._layer_checkboxes[layer].set_value(value)
categories = settings.get('target_categories')
if isinstance(categories, list):
selected = set(categories)
for category in controller.selected_cats:
value = category in selected
controller.selected_cats[category] = value
if category in controller._cat_checkboxes:
controller._cat_checkboxes[category].set_value(value)
finally:
controller._applying_preset = False
controller._save_config()
def apply_workspace_state(
controller: Any,
workspace: dict,
artist_origins: set[str],
*,
persist: bool = True,
refresh_recommendations: bool = True,
) -> None:
"""将版本化工作区同步至页面状态;渲染仍通过控制器回调完成。"""
controller.workspace_state = clone_workspace(workspace)
selected = controller.workspace_state['selected']
tags = [item['tag'] for item in selected]
tag_set = set(tags)
controller._selected_order = list(tags)
controller.tag_weights = {item['tag']: item.get('weight', 1.0) for item in selected}
controller._pending_selection_meta = {
item['tag']: {
'origin': item.get('origin', 'unknown'),
'source': item.get('source', ''),
}
for item in selected
}
controller._workspace_artist_tags = {
item['tag'] for item in selected
if item.get('origin') in artist_origins
}
table_tags = {row['tag'] for row in controller.result_table.rows} if controller.result_table else set()
controller.chip_extra_selected.clear()
controller.chip_extra_selected.update(tag for tag in tags if tag not in table_tags)
if controller.result_table is not None:
controller.result_table.selected = [
row for row in controller.result_table.rows if row.get('tag') in tag_set
]
controller._apply_prompt_format(controller.workspace_state.get('prompt_format', 'sdxl'))
controller._render_selected_chips()
controller._render_prompt_pending()
controller._render_concept_coverage()
if controller.selection_count_label is not None:
controller.selection_count_label.text = str(len(tags))
if controller.results_section is not None:
controller.results_section.set_visibility(bool(tags) or bool(controller.full_table_data))
if persist:
controller._save_staged_tags()
controller._save_config()
if refresh_recommendations:
show_nsfw = bool(controller.input_nsfw.value) if controller.input_nsfw else False
controller._last_recommendation_seed_tags = []
controller._refresh_recommendations_if_seed_changed(tags, show_nsfw)
def pop_undo_workspace(controller: Any) -> dict | None:
"""执行撤销栈的纯状态转移,返回需要应用的目标工作区。"""
if not controller._undo_stack:
return None
controller._redo_stack.append(clone_workspace(controller.workspace_state))
return controller._undo_stack.pop()
def pop_redo_workspace(controller: Any, *, limit: int = 30) -> dict | None:
"""执行重做栈的纯状态转移,返回需要应用的目标工作区。"""
if not controller._redo_stack:
return None
controller._undo_stack.append(clone_workspace(controller.workspace_state))
controller._undo_stack = controller._undo_stack[-limit:]
return controller._redo_stack.pop()
def sync_workspace_selection(controller: Any, artist_origins: set[str]) -> list[str]:
"""把当前选择、权重和来源元数据写入版本化工作区状态。"""
tags = controller._get_selected_tags()
controller._selected_order = list(tags)
cn_names = {tag: controller._get_cn_name_for_tag(tag) for tag in tags}
controller.workspace_state['prompt_format'] = controller.prompt_format
controller.workspace_state = sync_selected_entries(
controller.workspace_state,
tags,
controller.tag_weights,
cn_names,
controller._pending_selection_meta,
)
controller._workspace_artist_tags = {
item['tag'] for item in controller.workspace_state['selected']
if item.get('origin') in artist_origins
}
return tags
def record_search_history_state(controller: Any, query: str) -> None:
"""将当前查询追加到工作区和历史;持久化仍由页面调用方执行。"""
settings = controller._current_search_settings()
controller.workspace_state = append_workspace_query(
controller.workspace_state,
query,
settings,
)
controller._save_staged_tags()
controller.search_history = add_history_entry(
controller.search_history,
query,
settings,
controller.workspace_state,
)
def remove_history_entry(controller: Any, history_id: object) -> None:
"""按历史 ID 删除一条记录。"""
controller.search_history['items'] = [
entry for entry in controller.search_history.get('items', [])
if entry.get('history_id') != history_id
]
def clear_history(controller: Any) -> None:
"""重置搜索历史,不影响当前工作区或收藏。"""
controller.search_history = empty_history()
def replace_favorites_safely(controller: Any, favorites: dict) -> bool:
"""先尝试保存新收藏;失败时恢复内存中的旧收藏。"""
previous = controller.favorites
controller.favorites = favorites
if controller._save_favorites():
controller._update_workspace_counts()
return True
controller.favorites = previous
controller._storage_session_dirty.discard('favorites')
return False
@dataclass(frozen=True)
class BackupImportPlan:
"""规范化备份在页面应用前的纯状态变更计划。"""
favorites: dict
workspace: dict | None
history: dict | None
config: dict | None
message: str
def merge_imported_favorite(current_favorites: dict, favorite: object) -> tuple[dict, list[str]]:
"""将单收藏导出内容规范化后合并到当前收藏。"""
normalized, warnings = normalize_favorites({
'schema_version': 1,
'items': [favorite],
})
return merge_favorites(current_favorites, normalized), warnings
def build_backup_import_plan(
current_workspace: dict,
current_history: dict,
current_favorites: dict,
backup: dict,
mode: str,
) -> BackupImportPlan:
"""生成备份导入方案;合并模式不改变当前配置和同标签权重。"""
if mode == 'favorites_only':
return BackupImportPlan(
favorites=merge_favorites(current_favorites, backup['favorites']),
workspace=None,
history=None,
config=None,
message='收藏已合并导入',
)
if mode == 'overwrite':
return BackupImportPlan(
favorites=backup['favorites'],
workspace=backup['workspace'],
history=backup['history'],
config=backup['config'],
message='本地数据已由备份覆盖',
)
return BackupImportPlan(
favorites=merge_favorites(current_favorites, backup['favorites']),
workspace=merge_workspaces(current_workspace, backup['workspace']),
history=merge_history(current_history, backup['history']),
config=None,
message='备份已合并;当前标签权重和配置保持不变',
)
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