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cmshoppe/app/gui/tabs/image_studio.py
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"""Tab 6: AI image studio UI."""
from __future__ import annotations
import os
from PySide6.QtCore import QMimeData
from PySide6.QtWidgets import QListWidget, QListWidgetItem
from ... import accounts, appconfig, db, image_studio, image_studio_export, prompts
from .. import file_manager
from ..widgets import *
from ..workers import (
ImageStudioDownloadOriginalWorker as _RealImageStudioDownloadOriginalWorker,
)
from ..workers import ImageStudioExportWorker as _RealImageStudioExportWorker
from ..workers import ImageStudioGenerateJobsWorker as _RealImageStudioGenerateJobsWorker
from ..workers import ImageStudioPullImagesWorker as _RealImageStudioPullImagesWorker
ASSET_MIME_TYPE = "application/x-cmshopee-image-studio-asset"
def ImageStudioPullImagesWorker(*args, **kwargs):
return _call_package_attr(
"ImageStudioPullImagesWorker",
_RealImageStudioPullImagesWorker,
*args,
**kwargs,
)
def ImageStudioDownloadOriginalWorker(*args, **kwargs):
return _call_package_attr(
"ImageStudioDownloadOriginalWorker",
_RealImageStudioDownloadOriginalWorker,
*args,
**kwargs,
)
def ImageStudioGenerateJobsWorker(*args, **kwargs):
return _call_package_attr(
"ImageStudioGenerateJobsWorker",
_RealImageStudioGenerateJobsWorker,
*args,
**kwargs,
)
def ImageStudioExportWorker(*args, **kwargs):
return _call_package_attr(
"ImageStudioExportWorker",
_RealImageStudioExportWorker,
*args,
**kwargs,
)
def _drop_event_position(event):
if hasattr(event, "position"):
return event.position().toPoint()
return event.pos()
def _mime_asset_id(mime_data):
if mime_data is None or not mime_data.hasFormat(ASSET_MIME_TYPE):
return None
raw = bytes(mime_data.data(ASSET_MIME_TYPE)).decode("utf-8", errors="ignore")
try:
return int(str(raw).strip())
except (TypeError, ValueError):
return None
class ImageStudioPoolTable(QTableWidget):
"""Photo pool table that can drag available asset IDs into final trays."""
def __init__(self, parent=None):
super().__init__(parent)
self.setDragEnabled(True)
self.setDragDropMode(QAbstractItemView.DragOnly)
self.setDefaultDropAction(Qt.CopyAction)
def mimeData(self, items):
mime = QMimeData()
if not items:
return mime
row = items[0].row()
item = self.item(row, 0)
if item is None:
return mime
data = item.data(Qt.UserRole) or {}
if data.get("type") != "asset" or not data.get("draggable"):
return mime
mime.setData(ASSET_MIME_TYPE, str(data.get("asset_id")).encode("utf-8"))
return mime
class ImageStudioSelectionList(QListWidget):
"""Ordered final tray for main/detail selected assets."""
def __init__(self, selection_type, tab, parent=None):
super().__init__(parent)
self.selection_type = selection_type
self.tab = tab
self.setAcceptDrops(True)
self.setDragEnabled(True)
self.setDefaultDropAction(Qt.MoveAction)
self.setDragDropMode(QAbstractItemView.DragDrop)
self.setSelectionMode(QAbstractItemView.SingleSelection)
self.setContextMenuPolicy(Qt.CustomContextMenu)
self.customContextMenuRequested.connect(self._show_context_menu)
def mimeData(self, items):
mime = QMimeData()
if not items:
return mime
asset_id = items[0].data(Qt.UserRole)
if asset_id is not None:
mime.setData(ASSET_MIME_TYPE, str(asset_id).encode("utf-8"))
return mime
def dragEnterEvent(self, event):
if _mime_asset_id(event.mimeData()) is not None:
event.acceptProposedAction()
return
super().dragEnterEvent(event)
def dragMoveEvent(self, event):
if _mime_asset_id(event.mimeData()) is not None:
event.acceptProposedAction()
return
super().dragMoveEvent(event)
def dropEvent(self, event):
asset_id = _mime_asset_id(event.mimeData())
if asset_id is None:
super().dropEvent(event)
return
index = self.indexAt(_drop_event_position(event))
insert_index = index.row() if index.isValid() else self.count()
if event.source() is self:
current_index = self._row_for_asset(asset_id)
if current_index is None:
event.ignore()
return
self.tab.move_selection_asset(self.selection_type, current_index, insert_index)
else:
self.tab.add_asset_to_selection(self.selection_type, asset_id, insert_index=insert_index)
event.acceptProposedAction()
def keyPressEvent(self, event):
if event.key() == Qt.Key_Delete:
self.remove_current_asset()
event.accept()
return
super().keyPressEvent(event)
def remove_current_asset(self):
item = self.currentItem()
if item is None:
return
asset_id = item.data(Qt.UserRole)
self.tab.remove_asset_from_selection(self.selection_type, asset_id)
def _show_context_menu(self, position):
item = self.itemAt(position)
if item is None:
return
menu = QMenu(self)
remove_action = menu.addAction("移出终选")
action = menu.exec(self.viewport().mapToGlobal(position))
if action is remove_action:
self.setCurrentItem(item)
self.remove_current_asset()
def _row_for_asset(self, asset_id):
for row in range(self.count()):
item = self.item(row)
if item is not None and int(item.data(Qt.UserRole)) == int(asset_id):
return row
return None
class ImageStudioPreviewDialog(QDialog):
"""Simple large image preview used by original and pool tables."""
def __init__(self, asset, parent=None):
super().__init__(parent)
self.asset = asset
self.setWindowTitle(self._title_for_asset(asset))
layout = QVBoxLayout(self)
scroll = QScrollArea()
scroll.setWidgetResizable(False)
image_label = QLabel()
image_label.setAlignment(Qt.AlignCenter)
path = str(getattr(asset, "local_path", "") or "")
image = QImage(path) if path and os.path.isfile(path) else QImage()
if image.isNull():
image_label.setText("图片尚未下载或读取失败")
image_label.setMinimumSize(420, 260)
else:
image_label.setPixmap(QPixmap.fromImage(image))
image_label.resize(image.size())
self.setWindowTitle(
f"{self._title_for_asset(asset)} · {image.width()}x{image.height()}"
)
scroll.setWidget(image_label)
layout.addWidget(scroll, 1)
buttons = QHBoxLayout()
buttons.addStretch(1)
close_button = QPushButton("关闭")
close_button.clicked.connect(self.reject)
buttons.addWidget(close_button)
layout.addLayout(buttons)
self.resize(720, 520)
def _title_for_asset(self, asset):
badge = _asset_badge(getattr(asset, "kind", ""))
asset_id = getattr(asset, "id", "")
return f"AI工场图片预览:{badge} #{asset_id}"
class ImageStudioTab(QWidget):
"""Sixth tab: project-based AI image studio."""
PROJECT_COLUMNS = ["项目", "账号", "商品ID", "更新时间"]
ORIGINAL_COLUMNS = ["序号", "状态", "远程地址"]
POOL_COLUMNS = ["类型", "比例", "状态", "来源", "本地文件"]
JOB_STATUS_LABELS = {
"pending": "排队中",
"submitted": "已提交",
"running": "生成中",
"succeeded": "成功",
"failed": "失败",
"expired": "已过期",
"cancelled": "已停止",
}
def __init__(
self,
parent=None,
db_path=None,
config=None,
config_path=None,
status_callback=None,
prompts_dir=None,
):
super().__init__(parent)
self.setObjectName("imageStudioTab")
self.config = appconfig.load_config(config_path or appconfig.CONFIG_PATH) if config is None else config
self.db_path = db_path or appconfig.db_path(self.config)
self.config_path = config_path or self.config.get("config_path") or appconfig.CONFIG_PATH
self.prompts_dir = prompts_dir or appconfig.image_studio_prompts_dir(self.config)
self.cmhub_config_path = self.config.get("cmhub_config_path") or appconfig.cmhub_config_file_path(self.config)
self.status_callback = status_callback
self.projects = []
self.accounts = []
self.current_project = None
self.assets = []
self.jobs = []
self.selections = []
self.selected_source_asset_id = None
self._running_worker = None
self._running_thread = None
self._download_open_after = {}
self._build_ui()
self._connect_signals()
self.refresh_accounts()
self.refresh_templates()
self.refresh_projects()
def _build_ui(self):
root = QVBoxLayout(self)
root.setContentsMargins(10, 8, 10, 8)
root.setSpacing(8)
splitter = QSplitter(Qt.Horizontal)
splitter.setObjectName("imageStudioMainSplitter")
splitter.addWidget(self._build_project_panel())
splitter.addWidget(self._build_pool_panel())
splitter.addWidget(self._build_generation_panel())
splitter.setStretchFactor(0, 1)
splitter.setStretchFactor(1, 3)
splitter.setStretchFactor(2, 2)
root.addWidget(splitter, 1)
root.addWidget(self._build_final_panel(), 0)
def _build_project_panel(self):
panel = QWidget()
panel.setObjectName("imageStudioProjectPanel")
layout = QVBoxLayout(panel)
layout.setContentsMargins(0, 0, 0, 0)
layout.setSpacing(8)
project_form = QFormLayout()
project_form.setLabelAlignment(Qt.AlignRight)
self.account_combo = QComboBox()
self.account_combo.setObjectName("imageStudioAccountCombo")
self.item_id_edit = QLineEdit()
self.item_id_edit.setObjectName("imageStudioItemIdEdit")
self.item_id_edit.setPlaceholderText("商品ID")
project_form.addRow("账号", self.account_combo)
project_form.addRow("商品ID", self.item_id_edit)
layout.addLayout(project_form)
toolbar = QHBoxLayout()
self.open_project_button = QPushButton("打开项目")
self.open_project_button.setObjectName("imageStudioOpenProjectButton")
self.pull_images_button = QPushButton("拉取主图")
self.pull_images_button.setObjectName("imageStudioPullImagesButton")
self.open_folder_button = QPushButton("打开项目文件夹")
self.open_folder_button.setObjectName("imageStudioOpenFolderButton")
toolbar.addWidget(self.open_project_button)
toolbar.addWidget(self.pull_images_button)
toolbar.addWidget(self.open_folder_button)
layout.addLayout(toolbar)
self.project_table = QTableWidget(0, len(self.PROJECT_COLUMNS))
self.project_table.setObjectName("imageStudioProjectList")
self.project_table.setHorizontalHeaderLabels(self.PROJECT_COLUMNS)
self.project_table.setSelectionBehavior(QAbstractItemView.SelectRows)
self.project_table.setSelectionMode(QAbstractItemView.SingleSelection)
self.project_table.setEditTriggers(QAbstractItemView.NoEditTriggers)
self.project_table.horizontalHeader().setStretchLastSection(True)
self.project_table.verticalHeader().setVisible(False)
layout.addWidget(self.project_table, 1)
return panel
def _build_pool_panel(self):
panel = QWidget()
panel.setObjectName("imageStudioPoolPanel")
layout = QVBoxLayout(panel)
layout.setContentsMargins(0, 0, 0, 0)
layout.setSpacing(8)
original_header = QHBoxLayout()
original_header.addWidget(QLabel("蝦皮原主图"))
original_header.addStretch(1)
self.original_hint_label = QLabel("单击下载并加入照片池,双击查看大图")
self.original_hint_label.setObjectName("imageStudioOriginalHintLabel")
original_header.addWidget(self.original_hint_label)
layout.addLayout(original_header)
self.original_table = QTableWidget(0, len(self.ORIGINAL_COLUMNS))
self.original_table.setObjectName("imageStudioOriginalTable")
self.original_table.setHorizontalHeaderLabels(self.ORIGINAL_COLUMNS)
self.original_table.setSelectionBehavior(QAbstractItemView.SelectRows)
self.original_table.setSelectionMode(QAbstractItemView.SingleSelection)
self.original_table.setEditTriggers(QAbstractItemView.NoEditTriggers)
self.original_table.horizontalHeader().setStretchLastSection(True)
self.original_table.verticalHeader().setVisible(False)
layout.addWidget(self.original_table, 1)
pool_header = QHBoxLayout()
pool_header.addWidget(QLabel("照片池"))
pool_header.addStretch(1)
self.source_label = QLabel("源图:未选择")
self.source_label.setObjectName("imageStudioSourceLabel")
pool_header.addWidget(self.source_label)
layout.addLayout(pool_header)
self.pool_table = ImageStudioPoolTable()
self.pool_table.setColumnCount(len(self.POOL_COLUMNS))
self.pool_table.setObjectName("imageStudioPoolTable")
self.pool_table.setHorizontalHeaderLabels(self.POOL_COLUMNS)
self.pool_table.setSelectionBehavior(QAbstractItemView.SelectRows)
self.pool_table.setSelectionMode(QAbstractItemView.SingleSelection)
self.pool_table.setEditTriggers(QAbstractItemView.NoEditTriggers)
self.pool_table.setContextMenuPolicy(Qt.CustomContextMenu)
self.pool_table.horizontalHeader().setStretchLastSection(True)
self.pool_table.verticalHeader().setVisible(False)
layout.addWidget(self.pool_table, 2)
return panel
def _build_generation_panel(self):
panel = QWidget()
panel.setObjectName("imageStudioGenerationPanel")
layout = QVBoxLayout(panel)
layout.setContentsMargins(0, 0, 0, 0)
layout.setSpacing(8)
template_layout = QGridLayout()
self.template_combo = QComboBox()
self.template_combo.setObjectName("imageStudioTemplateCombo")
self.template_new_button = QPushButton("新建")
self.template_new_button.setObjectName("imageStudioTemplateNewButton")
self.template_rename_button = QPushButton("重命名")
self.template_rename_button.setObjectName("imageStudioTemplateRenameButton")
self.template_save_button = QPushButton("保存")
self.template_save_button.setObjectName("imageStudioTemplateSaveButton")
self.template_delete_button = QPushButton("删除")
self.template_delete_button.setObjectName("imageStudioTemplateDeleteButton")
template_layout.addWidget(self.template_combo, 0, 0, 1, 2)
template_layout.addWidget(self.template_new_button, 0, 2)
template_layout.addWidget(self.template_rename_button, 1, 0)
template_layout.addWidget(self.template_save_button, 1, 1)
template_layout.addWidget(self.template_delete_button, 1, 2)
layout.addLayout(template_layout)
self.prompt_edit = QPlainTextEdit()
self.prompt_edit.setObjectName("imageStudioPromptEdit")
self.prompt_edit.setPlaceholderText("输入完整图片生成提示词")
self.prompt_edit.setMinimumHeight(160)
layout.addWidget(self.prompt_edit, 2)
form = QFormLayout()
self.job_type_combo = QComboBox()
self.job_type_combo.setObjectName("imageStudioJobTypeCombo")
self.job_type_combo.addItem("主图", "main")
self.job_type_combo.addItem("详情图", "detail")
self.count_spin = QSpinBox()
self.count_spin.setObjectName("imageStudioCountSpin")
self.count_spin.setRange(1, 12)
self.count_spin.setValue(4)
self.aspect_combo = QComboBox()
self.aspect_combo.setObjectName("imageStudioAspectCombo")
for value in ("1:1", "3:4", "4:3", "9:16", "16:9"):
self.aspect_combo.addItem(value, value)
form.addRow("类型", self.job_type_combo)
form.addRow("数量", self.count_spin)
form.addRow("比例", self.aspect_combo)
layout.addLayout(form)
self.billing_label = QLabel("cmhub 托管模型:扣点以返回结果为准")
self.billing_label.setObjectName("imageStudioBillingLabel")
self.billing_label.setWordWrap(True)
layout.addWidget(self.billing_label)
action_layout = QHBoxLayout()
self.start_button = QPushButton("开始生成")
self.start_button.setObjectName("imageStudioStartButton")
self.stop_button = QPushButton("停止")
self.stop_button.setObjectName("imageStudioStopButton")
self.stop_button.setEnabled(False)
action_layout.addWidget(self.start_button)
action_layout.addWidget(self.stop_button)
layout.addLayout(action_layout)
self.progress_bar = QProgressBar()
self.progress_bar.setObjectName("imageStudioProgressBar")
self.progress_bar.setRange(0, 1)
self.progress_bar.setValue(0)
layout.addWidget(self.progress_bar)
self.log_view = QPlainTextEdit()
self.log_view.setObjectName("imageStudioLogView")
self.log_view.setReadOnly(True)
self.log_view.setPlaceholderText("运行日志会在开始后显示")
layout.addWidget(self.log_view, 1)
return panel
def _build_final_panel(self):
panel = QWidget()
panel.setObjectName("imageStudioFinalPanel")
layout = QHBoxLayout(panel)
layout.setContentsMargins(0, 0, 0, 0)
layout.setSpacing(10)
main_panel = QWidget()
main_layout = QVBoxLayout(main_panel)
main_layout.setContentsMargins(0, 0, 0, 0)
self.main_selection_label = QLabel("主图终选 0/9")
self.main_selection_label.setObjectName("imageStudioMainSelectionLabel")
self.main_selection_list = ImageStudioSelectionList("main", self)
self.main_selection_list.setObjectName("imageStudioMainSelectionList")
self.main_selection_list.setMinimumHeight(96)
main_layout.addWidget(self.main_selection_label)
main_layout.addWidget(self.main_selection_list)
detail_panel = QWidget()
detail_layout = QVBoxLayout(detail_panel)
detail_layout.setContentsMargins(0, 0, 0, 0)
self.detail_selection_label = QLabel("详情图终选 0/12")
self.detail_selection_label.setObjectName("imageStudioDetailSelectionLabel")
self.detail_selection_list = ImageStudioSelectionList("detail", self)
self.detail_selection_list.setObjectName("imageStudioDetailSelectionList")
self.detail_selection_list.setMinimumHeight(96)
detail_layout.addWidget(self.detail_selection_label)
detail_layout.addWidget(self.detail_selection_list)
action_panel = QWidget()
action_layout = QVBoxLayout(action_panel)
action_layout.setContentsMargins(0, 0, 0, 0)
self.export_button = QPushButton("导出终选")
self.export_button.setObjectName("imageStudioExportButton")
self.export_hint_label = QLabel("可部分导出,不要求主图/详情图满额")
self.export_hint_label.setObjectName("imageStudioExportHintLabel")
self.export_hint_label.setWordWrap(True)
action_layout.addWidget(self.export_button)
action_layout.addWidget(self.export_hint_label)
action_layout.addStretch(1)
layout.addWidget(main_panel, 1)
layout.addWidget(detail_panel, 1)
layout.addWidget(action_panel, 0)
return panel
def _connect_signals(self):
self.open_project_button.clicked.connect(self.open_project)
self.pull_images_button.clicked.connect(self.pull_main_images)
self.open_folder_button.clicked.connect(self.open_project_folder)
self.project_table.itemSelectionChanged.connect(self._on_project_selection_changed)
self.original_table.cellClicked.connect(self._on_original_clicked)
self.original_table.cellDoubleClicked.connect(self._on_original_double_clicked)
self.pool_table.cellClicked.connect(self._on_pool_clicked)
self.pool_table.cellDoubleClicked.connect(self._on_pool_double_clicked)
self.pool_table.customContextMenuRequested.connect(self._show_pool_context_menu)
self.template_combo.currentIndexChanged.connect(self.load_selected_template)
self.template_new_button.clicked.connect(self.create_template)
self.template_rename_button.clicked.connect(self.rename_template)
self.template_save_button.clicked.connect(self.save_template)
self.template_delete_button.clicked.connect(self.delete_template)
self.prompt_edit.textChanged.connect(self._save_project_prompt)
self.start_button.clicked.connect(self.start_generation)
self.stop_button.clicked.connect(self.stop_generation)
self.export_button.clicked.connect(self.export_selections)
def refresh_accounts(self):
self.account_combo.clear()
try:
self.accounts = accounts.list_accounts(path=self.db_path, config=self.config)
except Exception as exc:
self.accounts = []
self._status(f"账号读取失败:{exc}", "danger")
for account in self.accounts:
self.account_combo.addItem(
f"{account.account_name}({account.alias})",
account.alias,
)
if not self.accounts:
self.account_combo.addItem("暂无账号,请先到④账号管理添加", "")
def refresh_projects(self):
try:
db.init_db(self.db_path)
self.projects = image_studio.list_projects(path=self.db_path)
except Exception as exc:
self.projects = []
self._status(f"AI工场项目读取失败:{exc}", "danger")
self._fill_project_table()
if self.current_project is None and self.projects:
self._select_project(self.projects[0].id)
elif self.current_project is not None:
self._select_project(self.current_project.id, quiet=True)
def _fill_project_table(self):
self.project_table.setRowCount(len(self.projects))
for row, project in enumerate(self.projects):
values = [
f"{project.account_alias} / {project.item_id}",
project.account_name or project.account_alias,
project.item_id,
project.updated_at,
]
for column, value in enumerate(values):
item = QTableWidgetItem(str(value or ""))
item.setData(Qt.UserRole, int(project.id))
self.project_table.setItem(row, column, item)
self.project_table.resizeColumnsToContents()
def open_project(self, checked=False):
alias = str(self.account_combo.currentData() or "").strip()
item_id = self.item_id_edit.text().strip()
if not alias:
self._message("账号未选择", "请先在④账号管理添加并选择账号。")
return
if not item_id:
self._message("商品ID不能为空", "请输入要打开的蝦皮商品ID。")
return
account = accounts.get_account(alias, path=self.db_path, config=self.config)
try:
project = image_studio.create_or_get_project(
account,
item_id=item_id,
path=self.db_path,
)
except Exception as exc:
self._message("打开项目失败", str(exc))
self._status(f"打开AI工场项目失败:{exc}", "danger")
return
self.current_project = project
self.item_id_edit.setText(project.item_id)
self._set_account_combo(project.account_alias)
self.refresh_projects()
self._select_project(project.id)
self._status("AI工场项目已打开", "success")
def pull_main_images(self, checked=False):
alias = str(self.account_combo.currentData() or "").strip()
item_id = self.item_id_edit.text().strip()
if self.current_project is not None:
alias = self.current_project.account_alias
item_id = self.current_project.item_id
if not alias or not item_id:
self._message("项目未打开", "请先选择账号和商品ID并打开项目。")
return
worker = ImageStudioPullImagesWorker(
alias,
item_id,
db_path=self.db_path,
config=self.config,
)
worker.log.connect(self._append_log)
worker.finished.connect(self._on_pull_finished)
worker.failed.connect(self._on_worker_failed)
self._start_worker(worker, "AI工场拉取主图")
self._append_log("[AI工场] 拉取主图开始")
def _on_pull_finished(self, summary):
if summary.get("ok") is False:
if self._running_worker is not None:
self._on_worker_failed(-1, summary.get("error") or "拉取主图失败")
return
project = summary.get("project")
if project is not None:
self.current_project = project
self._set_account_combo(project.account_alias)
self.item_id_edit.setText(project.item_id)
self._finish_worker()
self.refresh_projects()
if project is not None:
self._select_project(project.id)
self._status(f"已拉取 {summary.get('count', 0)} 张蝦皮原主图", "success")
def open_project_folder(self, checked=False):
if self.current_project is None:
self._message("项目未打开", "请先打开一个AI工场项目。")
return
dirs = image_studio.default_project_image_dirs(self.current_project, self.config)
try:
os.makedirs(dirs["root"], exist_ok=True)
opened = file_manager.open_in_file_manager(dirs["root"])
except Exception as exc:
self._message("打开项目文件夹失败", str(exc))
self._status(f"打开项目文件夹失败:{exc}", "warning")
return
self._status(f"已打开项目文件夹:{opened}", "success")
def _on_project_selection_changed(self):
items = self.project_table.selectedItems()
if not items:
return
project_id = items[0].data(Qt.UserRole)
if project_id is not None:
self._select_project(project_id)
def _select_project(self, project_id, quiet=False):
try:
project = image_studio.get_project(project_id, path=self.db_path)
except Exception as exc:
self._status(f"读取AI工场项目失败:{exc}", "danger")
return
if project is None:
return
self.current_project = project
self._set_account_combo(project.account_alias)
self.item_id_edit.setText(project.item_id)
self.prompt_edit.blockSignals(True)
try:
self.prompt_edit.setPlainText(project.draft_prompt or "")
finally:
self.prompt_edit.blockSignals(False)
self.selected_source_asset_id = None
self.refresh_project_assets()
self._sync_project_selection(project.id)
if not quiet:
self._status(f"当前AI工场项目:{project.account_alias} / {project.item_id}", "muted")
def _sync_project_selection(self, project_id):
for row in range(self.project_table.rowCount()):
item = self.project_table.item(row, 0)
if item is not None and item.data(Qt.UserRole) == int(project_id):
if not self.project_table.item(row, 0).isSelected():
self.project_table.selectRow(row)
break
def refresh_project_assets(self):
if self.current_project is None:
self.assets = []
self.jobs = []
self.selections = []
else:
self.assets = image_studio.list_assets(self.current_project.id, path=self.db_path)
self.jobs = self._list_project_jobs(self.current_project.id)
self.selections = image_studio.list_selections(self.current_project.id, path=self.db_path)
self._fill_original_table()
self._fill_pool_table()
self._refresh_selection_labels()
self._refresh_source_label()
def _fill_original_table(self):
originals = [asset for asset in self.assets if asset.kind == image_studio.ASSET_KIND_ORIGINAL]
self.original_table.setRowCount(len(originals))
for row, asset in enumerate(originals):
values = [
str(asset.source_order or row + 1),
_asset_status_text(asset),
asset.remote_url or "",
]
for column, value in enumerate(values):
item = QTableWidgetItem(str(value or ""))
item.setData(Qt.UserRole, {"type": "asset", "asset_id": int(asset.id)})
self.original_table.setItem(row, column, item)
self.original_table.resizeColumnsToContents()
def _fill_pool_table(self):
rows = []
for asset in self.assets:
if asset.status == image_studio.ASSET_STATUS_MISSING:
continue
if asset.kind not in {"original", "generated_main", "generated_detail"}:
continue
rows.append(("asset", asset))
for job in self.jobs:
if job.status in {"pending", "submitted", "running", "failed", "expired", "cancelled"}:
rows.append(("job", job))
self.pool_table.setRowCount(len(rows))
for row, (row_type, obj) in enumerate(rows):
if row_type == "asset":
draggable = _asset_is_usable(obj)
values = [
_asset_badge(obj.kind),
obj.aspect_ratio or "未知",
_asset_status_text(obj),
_source_text(obj, self.assets),
obj.local_path or "",
]
data = {"type": "asset", "asset_id": int(obj.id), "draggable": draggable}
else:
values = [
"任务",
"-",
self.JOB_STATUS_LABELS.get(obj.status, obj.status),
f"源图 #{obj.source_asset_id or '-'}",
obj.error or "",
]
data = {"type": "job", "job_id": int(obj.id)}
for column, value in enumerate(values):
item = QTableWidgetItem(str(value or ""))
item.setData(Qt.UserRole, data)
self.pool_table.setItem(row, column, item)
self.pool_table.resizeColumnsToContents()
def _selection_asset_ids(self, selection_type):
return [
int(selection.asset_id)
for selection in self.selections
if selection.selection_type == selection_type
]
def add_asset_to_selection(self, selection_type, asset_id, insert_index=None):
if self.current_project is None:
return False
asset = self._asset_by_id(asset_id)
if asset is None:
self._message("不能加入终选", "照片不存在。")
return False
if not _asset_is_usable(asset):
self._message("不能加入终选", "照片尚未下载或本地文件缺失。")
return False
ids = self._selection_asset_ids(selection_type)
if int(asset.id) in ids:
self._message("不能重复加入", "同一张照片在同一类终选中只能出现一次。")
return False
target = self._selection_target_count(selection_type)
if len(ids) >= target:
self._message("终选已满", f"{_selection_label(selection_type)}最多 {target} 张。")
return False
index = _clamp_insert_index(insert_index, len(ids))
ids.insert(index, int(asset.id))
return self._persist_selection(selection_type, ids, success_message="已加入终选")
def move_selection_asset(self, selection_type, from_index, to_index):
ids = self._selection_asset_ids(selection_type)
if not ids:
return False
from_index = int(from_index)
if from_index < 0 or from_index >= len(ids):
return False
asset_id = ids.pop(from_index)
target_index = _clamp_insert_index(to_index, len(ids))
ids.insert(target_index, asset_id)
return self._persist_selection(selection_type, ids, success_message="终选顺序已更新")
def remove_asset_from_selection(self, selection_type, asset_id):
ids = self._selection_asset_ids(selection_type)
filtered = [value for value in ids if int(value) != int(asset_id)]
if len(filtered) == len(ids):
return False
return self._persist_selection(selection_type, filtered, success_message="已移出终选")
def _persist_selection(self, selection_type, asset_ids, success_message):
try:
image_studio.replace_selections(
self.current_project.id,
selection_type,
asset_ids,
path=self.db_path,
)
except Exception as exc:
self._message("终选保存失败", str(exc))
self.refresh_project_assets()
return False
self.refresh_project_assets()
self._status(success_message, "success")
return True
def _selection_target_count(self, selection_type):
if self.current_project is None:
return 0
if selection_type == "detail":
return int(self.current_project.target_detail_count or 12)
return int(self.current_project.target_main_count or 9)
def _on_original_clicked(self, row, column):
asset = self._asset_from_table_row(self.original_table, row)
if asset is not None:
self._ensure_original_in_pool(asset, open_after=False)
def _on_original_double_clicked(self, row, column):
asset = self._asset_from_table_row(self.original_table, row)
if asset is not None:
self._ensure_original_in_pool(asset, open_after=True)
def _on_pool_clicked(self, row, column):
data = self._row_data(self.pool_table, row)
if not data or data.get("type") != "asset":
return
asset = self._asset_by_id(data.get("asset_id"))
if asset is not None:
self._select_source_asset(asset)
def _on_pool_double_clicked(self, row, column):
data = self._row_data(self.pool_table, row)
if not data or data.get("type") != "asset":
return
asset = self._asset_by_id(data.get("asset_id"))
if asset is not None:
self._open_preview(asset)
def _ensure_original_in_pool(self, asset, open_after=False):
if str(asset.local_path or "").strip() and os.path.isfile(asset.local_path):
self._select_source_asset(asset)
if open_after:
self._open_preview(asset)
return
worker = ImageStudioDownloadOriginalWorker(
asset.id,
db_path=self.db_path,
config=self.config,
open_after=open_after,
)
worker.log.connect(self._append_log)
worker.finished.connect(self._on_download_finished)
worker.failed.connect(self._on_worker_failed)
self._start_worker(worker, "AI工场下载原图")
def _on_download_finished(self, summary):
if summary.get("ok") is False:
if self._running_worker is not None:
self._on_worker_failed(-1, summary.get("error") or "下载原图失败")
return
asset = summary.get("asset")
self._finish_worker()
self.refresh_project_assets()
if asset is not None:
refreshed = self._asset_by_id(asset.id) or asset
self._select_source_asset(refreshed)
if summary.get("open_after"):
self._open_preview(refreshed)
self._status("原图已加入照片池", "success")
def _select_source_asset(self, asset):
self.selected_source_asset_id = int(asset.id)
self._refresh_source_label()
self._status(f"已选择源图:{_asset_badge(asset.kind)} #{asset.id}", "success")
def _refresh_source_label(self):
asset = self._asset_by_id(self.selected_source_asset_id)
if asset is None:
self.source_label.setText("源图:未选择")
return
self.source_label.setText(f"源图:{_asset_badge(asset.kind)} #{asset.id}")
def _open_preview(self, asset):
dialog = ImageStudioPreviewDialog(asset, self)
dialog.exec()
def _show_pool_context_menu(self, position):
row = self.pool_table.rowAt(position.y())
data = self._row_data(self.pool_table, row)
if not data or data.get("type") != "asset":
return
asset_id = data.get("asset_id")
menu = QMenu(self)
try:
counts = image_studio.asset_reference_counts(asset_id, path=self.db_path)
referenced = bool(counts.get("total"))
except Exception:
referenced = True
remove_action = menu.addAction(
"移除照片" if not referenced else "移除照片(已被任务或终选引用)"
)
remove_action.setEnabled(not referenced)
action = menu.exec(self.pool_table.viewport().mapToGlobal(position))
if action is remove_action and not referenced:
self.remove_asset(asset_id)
def remove_asset(self, asset_id):
if not self._confirm("移除照片", "只从AI工场照片池移除记录,不删除本地图片文件。"):
return
try:
image_studio.remove_asset_if_unused(asset_id, path=self.db_path)
except Exception as exc:
self._message("不能移除照片", str(exc))
return
if self.selected_source_asset_id == int(asset_id):
self.selected_source_asset_id = None
self.refresh_project_assets()
self._status("照片已从池中移除", "success")
def refresh_templates(self, selected=None):
current = selected or self.template_combo.currentData()
self.template_combo.blockSignals(True)
try:
self.template_combo.clear()
self.template_combo.addItem("选择模板", "")
for name in prompts.list_image_studio_templates(self.prompts_dir):
self.template_combo.addItem(name, name)
if current:
index = self.template_combo.findData(current)
if index >= 0:
self.template_combo.setCurrentIndex(index)
finally:
self.template_combo.blockSignals(False)
def load_selected_template(self, index=None):
name = self.template_combo.currentData()
if not name:
return
try:
self.prompt_edit.setPlainText(prompts.load_image_studio_template(name, self.prompts_dir))
except Exception as exc:
self._message("加载模板失败", str(exc))
def create_template(self, checked=False):
name, ok = QInputDialog.getText(self, "新建模板", "模板名称")
if not ok:
return
try:
prompts.save_image_studio_template(name, self.prompt_edit.toPlainText(), self.prompts_dir)
except Exception as exc:
self._message("新建模板失败", str(exc))
return
self.refresh_templates(selected=name)
self._status("AI工场模板已新建", "success")
def rename_template(self, checked=False):
old = self.template_combo.currentData()
if not old:
self._message("未选择模板", "请先选择要重命名的模板。")
return
new, ok = QInputDialog.getText(self, "重命名模板", "新模板名称", text=old)
if not ok:
return
try:
prompts.rename_image_studio_template(old, new, self.prompts_dir)
except Exception as exc:
self._message("重命名模板失败", str(exc))
return
self.refresh_templates(selected=new)
self._status("AI工场模板已重命名", "success")
def save_template(self, checked=False):
name = self.template_combo.currentData()
if not name:
name, ok = QInputDialog.getText(self, "保存模板", "模板名称")
if not ok:
return
try:
prompts.save_image_studio_template(name, self.prompt_edit.toPlainText(), self.prompts_dir)
except Exception as exc:
self._message("保存模板失败", str(exc))
return
self.refresh_templates(selected=name)
self._status("AI工场模板已保存", "success")
def delete_template(self, checked=False):
name = self.template_combo.currentData()
if not name:
self._message("未选择模板", "请先选择要删除的模板。")
return
if not self._confirm("删除模板", f"确定删除模板「{name}」吗?"):
return
try:
prompts.delete_image_studio_template(name, self.prompts_dir)
except Exception as exc:
self._message("删除模板失败", str(exc))
return
self.refresh_templates()
self._status("AI工场模板已删除", "success")
def _save_project_prompt(self):
if self.current_project is None:
return
try:
self.current_project = image_studio.update_project_prompt(
self.current_project.id,
self.prompt_edit.toPlainText(),
path=self.db_path,
)
except Exception as exc:
self._status(f"保存AI工场草稿提示词失败:{exc}", "warning")
def start_generation(self, checked=False):
if self.current_project is None:
self._message("项目未打开", "请先打开一个AI工场项目。")
return
source = self._asset_by_id(self.selected_source_asset_id)
if source is None:
self._message("未选择源图", "请先在照片池单击选择一张源图。")
return
if not str(source.local_path or "").strip() or not os.path.isfile(source.local_path):
self._message("源图不可用", "请先单击蝦皮原主图下载到本地后再生成。")
return
prompt_text = self.prompt_edit.toPlainText().strip()
if not prompt_text:
self._message("提示词不能为空", "请输入完整图片生成提示词。")
return
count = self.count_spin.value()
self.progress_bar.setRange(0, count)
self.progress_bar.setValue(0)
self.log_view.clear()
self._append_log(f"[AI工场] 本轮生图开始:{count} 张,来源 cmhub 托管模型")
worker = ImageStudioGenerateJobsWorker(
self.current_project.id,
source.id,
prompt_text,
count,
job_type=self.job_type_combo.currentData(),
aspect_ratio=self.aspect_combo.currentData(),
db_path=self.db_path,
config=self.config,
cmhub_config_path=self.cmhub_config_path,
)
worker.progress.connect(self._on_generate_progress)
worker.log.connect(self._append_log)
worker.finished.connect(self._on_generation_finished)
worker.failed.connect(self._on_worker_failed)
self._start_worker(worker, "AI工场生成图片")
def stop_generation(self, checked=False):
if self._running_worker is not None and hasattr(self._running_worker, "cancel"):
self._running_worker.cancel()
self._append_log("[AI工场] 已请求停止,正在等待安全边界")
self._status("AI工场生成已请求停止", "warning")
def export_selections(self, checked=False):
if self.current_project is None:
self._message("项目未打开", "请先打开一个AI工场项目。")
return
main_count = len(self._selection_asset_ids("main"))
detail_count = len(self._selection_asset_ids("detail"))
if main_count + detail_count <= 0:
self._message("没有可导出图片", "主图和详情图终选都为空。")
return
parent_dir = QFileDialog.getExistingDirectory(self, "选择导出父目录")
if not parent_dir:
return
mode = self._export_existing_mode(parent_dir, main_count, detail_count)
if mode is None:
return
worker = ImageStudioExportWorker(
self.current_project.id,
parent_dir,
existing_mode=mode,
db_path=self.db_path,
config=self.config,
)
worker.log.connect(self._append_log)
worker.finished.connect(self._on_export_finished)
worker.failed.connect(self._on_worker_failed)
self._start_worker(worker, "AI工场导出终选")
def _export_existing_mode(self, parent_dir, main_count, detail_count):
try:
target = image_studio_export.target_dir_for_project(self.current_project, parent_dir)
except Exception as exc:
self._message("导出目录不可用", str(exc))
return None
if not os.path.exists(target):
return image_studio_export.EXISTING_FAIL
box = QMessageBox(self)
box.setWindowTitle("商品目录已存在")
box.setText(
f"目标目录已存在:{target}\n"
f"本次将导出主图 {main_count} 张、详情图 {detail_count} 张。请选择处理方式。"
)
overwrite_button = box.addButton("覆盖本软件导出的图片", QMessageBox.AcceptRole)
timestamp_button = box.addButton("新建带时间目录", QMessageBox.ActionRole)
box.addButton("取消", QMessageBox.RejectRole)
box.setDefaultButton(timestamp_button)
box.exec()
clicked = box.clickedButton()
if clicked is overwrite_button:
return image_studio_export.EXISTING_OVERWRITE_MANAGED
if clicked is timestamp_button:
return image_studio_export.EXISTING_TIMESTAMP
return None
def _on_export_finished(self, summary):
if summary.get("ok") is False:
if self._running_worker is not None:
self._on_worker_failed(-1, summary.get("error") or "导出终选失败")
return
self._finish_worker()
target_dir = summary.get("target_dir") or ""
main_count = int(summary.get("main_count") or 0)
detail_count = int(summary.get("detail_count") or 0)
file_count = int(summary.get("file_count") or 0)
self._append_log(f"[AI工场] 导出完成:主图{main_count},详情图{detail_count},文件{file_count}")
self._status(f"AI工场终选已导出:{file_count} 个文件", "success")
self._show_export_success(target_dir, main_count, detail_count, file_count)
def _show_export_success(self, target_dir, main_count, detail_count, file_count):
box = QMessageBox(self)
box.setWindowTitle("导出完成")
box.setText(
f"已导出 {file_count} 个 JPEG 文件。\n"
f"主图 {main_count} 张,详情图 {detail_count} 张。\n"
f"目录:{target_dir}"
)
open_button = box.addButton("打开目录", QMessageBox.AcceptRole)
box.addButton("确定", QMessageBox.RejectRole)
box.setDefaultButton(open_button)
box.exec()
if box.clickedButton() is open_button:
try:
file_manager.open_in_file_manager(target_dir)
except Exception as exc:
self._message("打开目录失败", str(exc))
def _on_generate_progress(self, payload):
total = max(1, int(payload.get("total") or self.progress_bar.maximum() or 1))
done = min(total, int(payload.get("done") or 0))
self.progress_bar.setRange(0, total)
self.progress_bar.setValue(done)
if payload.get("points_balance") is not None:
text = f"cmhub 托管模型:余额 {payload.get('points_balance')}"
if payload.get("points_cost") is not None:
text += f",本张扣点 {payload.get('points_cost')}"
self.billing_label.setText(text)
def _on_generation_finished(self, summary):
if summary.get("ok") is False:
if self._running_worker is not None:
self._on_worker_failed(-1, summary.get("error") or "AI工场生成失败")
return
self._finish_worker()
self.refresh_project_assets()
total = int(summary.get("total") or 0)
success = int(summary.get("success") or 0)
failed = int(summary.get("failed") or 0)
cancelled = int(summary.get("cancelled") or 0)
self._append_log(f"[AI工场] 本轮完成:总数{total},成功{success},失败{failed},停止{cancelled}")
level = "warning" if failed or cancelled else "success"
self._status(f"AI工场生成完成:成功{success},失败{failed},停止{cancelled}", level)
def _on_worker_failed(self, row, error):
self._finish_worker()
message = diagnostics.redact_log_text(str(error or "未知错误"))
self._append_log(f"[AI工场] 失败:{message}")
self._status(f"AI工场任务失败:{message}", "danger")
self._message("AI工场任务失败", message)
self.refresh_project_assets()
def _start_worker(self, worker, thread_name):
self._set_running(True)
self._running_worker = worker
self._running_thread = run_worker(worker, thread_name)
def _finish_worker(self):
self._running_worker = None
self._running_thread = None
self._set_running(False)
def _set_running(self, running):
self.open_project_button.setEnabled(not running)
self.pull_images_button.setEnabled(not running)
self.open_folder_button.setEnabled(not running)
self.project_table.setEnabled(not running)
self.original_table.setEnabled(not running)
self.pool_table.setEnabled(not running)
self.main_selection_list.setEnabled(not running)
self.detail_selection_list.setEnabled(not running)
self.template_combo.setEnabled(not running)
self.template_new_button.setEnabled(not running)
self.template_rename_button.setEnabled(not running)
self.template_save_button.setEnabled(not running)
self.template_delete_button.setEnabled(not running)
self.prompt_edit.setEnabled(not running)
self.job_type_combo.setEnabled(not running)
self.count_spin.setEnabled(not running)
self.aspect_combo.setEnabled(not running)
self.start_button.setEnabled(not running)
self.stop_button.setEnabled(running)
self.export_button.setEnabled(not running)
def _set_account_combo(self, alias):
index = self.account_combo.findData(alias)
if index >= 0:
self.account_combo.setCurrentIndex(index)
def _list_project_jobs(self, project_id):
conn = db.connect(self.db_path)
try:
rows = conn.execute(
"""
SELECT * FROM image_studio_jobs
WHERE project_id = ?
ORDER BY updated_at DESC, id DESC
""",
(int(project_id),),
).fetchall()
return [image_studio.ImageStudioJob(**dict(row)) for row in rows]
finally:
conn.close()
def _refresh_selection_labels(self):
main_count = sum(1 for item in self.selections if item.selection_type == "main")
detail_count = sum(1 for item in self.selections if item.selection_type == "detail")
main_target = getattr(self.current_project, "target_main_count", 9) if self.current_project else 9
detail_target = getattr(self.current_project, "target_detail_count", 12) if self.current_project else 12
self.main_selection_label.setText(f"主图终选 {main_count}/{main_target}")
self.detail_selection_label.setText(f"详情图终选 {detail_count}/{detail_target}")
self._fill_selection_list(self.main_selection_list, "main")
self._fill_selection_list(self.detail_selection_list, "detail")
def _fill_selection_list(self, widget, selection_type):
widget.clear()
for index, selection in enumerate(
[item for item in self.selections if item.selection_type == selection_type],
start=1,
):
asset = self._asset_by_id(selection.asset_id)
if asset is None:
text = f"{index}. 缺失照片 #{selection.asset_id}"
item = QListWidgetItem(text)
item.setData(Qt.UserRole, int(selection.asset_id))
item.setToolTip("终选引用的照片记录不存在")
item.setForeground(_qcolor(COLOR_DANGER))
widget.addItem(item)
continue
text = f"{index}. {_asset_badge(asset.kind)} #{asset.id} · {asset.aspect_ratio or '未知比例'}"
item = QListWidgetItem(text)
item.setData(Qt.UserRole, int(asset.id))
tooltip = _selection_tooltip(selection_type, asset)
item.setToolTip(tooltip)
if _selection_ratio_warning(selection_type, asset):
item.setBackground(QColor("#fff8c5"))
item.setToolTip(tooltip + "\n比例与主图推荐比例不一致,仅提示,不阻止导出。")
if not _asset_is_usable(asset):
item.setForeground(_qcolor(COLOR_MUTED))
item.setToolTip(tooltip + "\n本地文件缺失,不能用于导出。")
widget.addItem(item)
def _asset_from_table_row(self, table, row):
data = self._row_data(table, row)
if not data or data.get("type") != "asset":
return None
return self._asset_by_id(data.get("asset_id"))
def _row_data(self, table, row):
if row < 0 or row >= table.rowCount():
return None
item = table.item(row, 0)
if item is None:
return None
return item.data(Qt.UserRole)
def _asset_by_id(self, asset_id):
if asset_id is None:
return None
for asset in self.assets:
if int(asset.id) == int(asset_id):
return asset
try:
return image_studio.get_asset(asset_id, path=self.db_path)
except Exception:
return None
def _append_log(self, message):
text = diagnostics.redact_log_text(str(message or ""))
self.log_view.appendPlainText(text)
scrollbar = self.log_view.verticalScrollBar()
scrollbar.setValue(scrollbar.maximum())
def _message(self, title, text):
box = QMessageBox(self)
box.setWindowTitle(str(title or "提示"))
box.setText(str(text or ""))
ok_button = box.addButton("确定", QMessageBox.AcceptRole)
box.setDefaultButton(ok_button)
box.exec()
def _confirm(self, title, text):
box = QMessageBox(self)
box.setWindowTitle(str(title or "确认"))
box.setText(str(text or ""))
yes_button = box.addButton("确定", QMessageBox.AcceptRole)
box.addButton("取消", QMessageBox.RejectRole)
box.setDefaultButton(yes_button)
box.exec()
return box.clickedButton() is yes_button
def _status(self, message, level="muted"):
_emit_status(self.status_callback, message, level=level)
def _asset_badge(kind):
return {
"original": "原图",
"generated_main": "主图",
"generated_detail": "详情图",
}.get(str(kind or ""), str(kind or "图片"))
def _asset_status_text(asset):
status = str(getattr(asset, "status", "") or "")
local_path = str(getattr(asset, "local_path", "") or "")
if status == image_studio.ASSET_STATUS_MISSING:
return "文件缺失"
if local_path and os.path.isfile(local_path):
return "可用"
if getattr(asset, "remote_url", None):
return "远程待下载"
return "待生成"
def _asset_is_usable(asset):
if asset is None:
return False
if str(getattr(asset, "status", "") or "") == image_studio.ASSET_STATUS_MISSING:
return False
local_path = str(getattr(asset, "local_path", "") or "")
return bool(local_path and os.path.isfile(local_path))
def _source_text(asset, assets):
parent_id = getattr(asset, "parent_asset_id", None)
if not parent_id:
return "原始来源"
for item in assets:
if int(item.id) == int(parent_id):
return f"{_asset_badge(item.kind)} #{item.id}"
return f"源图 #{parent_id}"
def _selection_label(selection_type):
return "详情图终选" if selection_type == "detail" else "主图终选"
def _clamp_insert_index(value, length):
try:
index = int(value)
except (TypeError, ValueError):
index = length
return max(0, min(index, int(length)))
def _selection_ratio_warning(selection_type, asset):
if selection_type != "main":
return False
ratio = str(getattr(asset, "aspect_ratio", "") or "").strip()
return bool(ratio and ratio != "1:1")
def _selection_tooltip(selection_type, asset):
return (
f"{_selection_label(selection_type)}:{_asset_badge(getattr(asset, 'kind', ''))} "
f"#{getattr(asset, 'id', '')},比例 {getattr(asset, 'aspect_ratio', None) or '未知'}"
)