Update app.py
Browse files
app.py
CHANGED
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@@ -24,7 +24,7 @@ scheduler = CommitScheduler(
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token=TOKEN
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)
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# --- 3. 数据加载逻辑 ---
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def load_data():
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groups = {}
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if not os.path.exists(DATA_FOLDER):
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@@ -34,13 +34,21 @@ def load_data():
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for filename in os.listdir(DATA_FOLDER):
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if filename.startswith('.'): continue
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file_path = os.path.join(DATA_FOLDER, filename)
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prefix = filename[:5]
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if prefix not in groups:
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-
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if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.webp')):
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elif filename.lower().endswith('.txt'):
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try:
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with open(file_path, "r", encoding="utf-8") as f:
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@@ -49,7 +57,12 @@ def load_data():
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with open(file_path, "r", encoding="gbk") as f:
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groups[prefix]["instruction"] = f.read()
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group_ids = list(valid_groups.keys())
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random.shuffle(group_ids)
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print(f"Loaded {len(group_ids)} groups.")
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@@ -83,43 +96,48 @@ def save_user_vote(user_id, group_id, choice_labels, method_names):
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# --- 5. 交互逻辑 ---
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def get_current_question_ui(user_state):
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"""
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current_idx = user_state["index"]
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# 1. 检查是否结束
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if current_idx >= len(ALL_GROUP_IDS):
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return (
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gr.update(visible=False),
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gr.update(visible=False),
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gr.update(visible=False),
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gr.update(value="## 🎉 测试结束!\n感谢您的参与,所有结果已保存。", visible=True),
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user_state,
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[],
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[]
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)
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# 2. 获取数据
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group_id = ALL_GROUP_IDS[current_idx]
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group_data = ALL_GROUPS[group_id]
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# 3. 准备文本
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instruction_text = f"### 任务 ({current_idx + 1} / {len(ALL_GROUP_IDS)})\n\n{group_data['instruction']}"
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#
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original_images = group_data["images"]
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shuffled_images = original_images.copy()
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random.shuffle(shuffled_images)
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# 构造显示列表
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display_list = []
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label = f"Option {chr(65+i)}"
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display_list.append((img_path, label))
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#
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return (
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gr.update(value=instruction_text, visible=True),
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@@ -128,29 +146,50 @@ def get_current_question_ui(user_state):
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gr.update(visible=True),
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gr.update(visible=False),
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user_state,
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-
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[]
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)
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def toggle_selection(evt: gr.SelectData, current_indices):
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clicked_idx = evt.index
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if clicked_idx in current_indices:
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current_indices.remove(clicked_idx)
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else:
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current_indices.append(clicked_idx)
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current_indices.sort()
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if not current_indices:
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status_text = "当前未选择任何图片"
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else:
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status_text = "已选中: " + ", ".join(labels)
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return current_indices, status_text
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def submit_vote(user_state, current_file_paths, current_indices, is_none=False):
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user_id = user_state["user_id"]
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current_idx = user_state["index"]
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@@ -159,33 +198,44 @@ def submit_vote(user_state, current_file_paths, current_indices, is_none=False):
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group_id = ALL_GROUP_IDS[current_idx]
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# 场景1: 都没有
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if is_none:
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save_user_vote(user_id, group_id, "Rejected All", "None_Satisfied")
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user_state["index"] += 1
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return get_current_question_ui(user_state)
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# 场景2: 提交多选
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if not current_indices:
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return (
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gr.update(), gr.update(),
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gr.update(value="❌
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gr.update(), gr.update(),
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user_state, current_file_paths, current_indices
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)
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selected_labels = []
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selected_methods = []
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for idx in current_indices:
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selected_labels.append(label)
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filename = os.path.basename(real_path)
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name_no_ext = os.path.splitext(filename)[0]
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selected_methods.append(method)
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str_labels = "; ".join(selected_labels)
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@@ -196,18 +246,20 @@ def submit_vote(user_state, current_file_paths, current_indices, is_none=False):
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user_state["index"] += 1
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return get_current_question_ui(user_state)
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# --- 6. 界面构建
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with gr.Blocks(title="
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state_user = gr.State(lambda: {"user_id": str(uuid.uuid4())[:8], "index": 0})
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state_files = gr.State([])
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state_indices = gr.State([])
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with gr.Column():
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instruction_md = gr.Markdown("Loading...")
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gallery = gr.Gallery(
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label="
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allow_preview=True,
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object_fit="contain",
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height="auto",
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@@ -217,33 +269,37 @@ with gr.Blocks(title="Multi-Select User Study") as demo:
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status_box = gr.Textbox(value="当前未选择任何图片", label="当前选中状态", interactive=False)
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with gr.Row():
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btn_submit = gr.Button("✅ 提交选择
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btn_none = gr.Button("🚫 都不满意
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end_msg = gr.Markdown(visible=False)
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demo.load(
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fn=get_current_question_ui,
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inputs=[state_user],
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outputs=[instruction_md, gallery, status_box, btn_submit, end_msg, state_user, state_files, state_indices]
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)
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gallery.select(
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fn=toggle_selection,
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inputs=[state_indices],
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outputs=[state_indices, status_box]
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)
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btn_submit.click(
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fn=lambda s, f, i: submit_vote(s, f, i, is_none=False),
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inputs=[state_user, state_files, state_indices],
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outputs=[instruction_md, gallery, status_box, btn_submit, end_msg, state_user, state_files, state_indices]
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)
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btn_none.click(
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fn=lambda s, f, i: submit_vote(s, f, i, is_none=True),
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inputs=[state_user, state_files, state_indices],
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outputs=[instruction_md, gallery, status_box, btn_submit, end_msg, state_user, state_files, state_indices]
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)
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if __name__ == "__main__":
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token=TOKEN
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)
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# --- 3. 数据加载逻辑 (区分原图和候选图) ---
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def load_data():
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groups = {}
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if not os.path.exists(DATA_FOLDER):
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for filename in os.listdir(DATA_FOLDER):
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if filename.startswith('.'): continue
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file_path = os.path.join(DATA_FOLDER, filename)
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prefix = filename[:5] # 以前5个字符作为组ID
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if prefix not in groups:
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# origin 存原图路径,candidates 存其他方法的图
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groups[prefix] = {"origin": None, "candidates": [], "instruction": "暂无说明"}
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# 图片处理
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if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.webp')):
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# 判断是否是原图 (文件名包含 _origin)
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if "_origin" in filename.lower():
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groups[prefix]["origin"] = file_path
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else:
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groups[prefix]["candidates"].append(file_path)
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# 文本处理
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elif filename.lower().endswith('.txt'):
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try:
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with open(file_path, "r", encoding="utf-8") as f:
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with open(file_path, "r", encoding="gbk") as f:
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groups[prefix]["instruction"] = f.read()
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# 过滤掉既没有原图也没有候选图的组
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valid_groups = {}
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for k, v in groups.items():
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if v["origin"] is not None or len(v["candidates"]) > 0:
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valid_groups[k] = v
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group_ids = list(valid_groups.keys())
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random.shuffle(group_ids)
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print(f"Loaded {len(group_ids)} groups.")
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# --- 5. 交互逻辑 ---
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def get_current_question_ui(user_state):
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"""刷新界面:原图置顶 + 候选图乱序"""
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current_idx = user_state["index"]
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if current_idx >= len(ALL_GROUP_IDS):
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return (
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gr.update(visible=False), gr.update(visible=False), gr.update(visible=False),
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gr.update(visible=False), gr.update(value="## 🎉 测试结束!\n感谢您的参与。", visible=True),
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user_state, [], [], False # False表示当前没有原图显示
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)
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group_id = ALL_GROUP_IDS[current_idx]
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group_data = ALL_GROUPS[group_id]
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instruction_text = f"### 任务 ({current_idx + 1} / {len(ALL_GROUP_IDS)})\n\n{group_data['instruction']}"
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# --- 构建显示列表 ---
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display_list = []
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real_paths = [] # 记录真实的路径顺序
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# 1. 先放原图 (如果有)
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has_origin = False
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if group_data["origin"]:
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display_list.append((group_data["origin"], "Reference (原图)"))
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real_paths.append(group_data["origin"])
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has_origin = True
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# 2. 再放候选图 (打乱顺序)
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candidates = group_data["candidates"].copy()
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random.shuffle(candidates)
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for i, img_path in enumerate(candidates):
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# 标签从 Option A 开始
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label = f"Option {chr(65+i)}"
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display_list.append((img_path, label))
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real_paths.append(img_path)
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# 动态计算列数 (原图+候选图的总数)
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total_imgs = len(display_list)
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# 如果总数是2(1原图+1候选),显示2列
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# 如果总数是3,显示3列
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# 如果总数是4或以上,显示3列换行,或者你可以改成 4
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cols = min(total_imgs, 3)
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return (
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gr.update(value=instruction_text, visible=True),
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gr.update(visible=True),
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gr.update(visible=False),
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user_state,
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real_paths, # 存下当前界面所有图片的真实路径
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[], # 清空选中项
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has_origin # 告诉前端第一张是不是原图
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)
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def toggle_selection(evt: gr.SelectData, current_indices, has_origin):
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"""
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处理点击。
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has_origin: 如果为 True,说明 Index 0 是原图,禁止选中。
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"""
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clicked_idx = evt.index
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# --- 保护机制:如果第一张是原图,点击无效 ---
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if has_origin and clicked_idx == 0:
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# 你可以去掉这个if,允许选原图,但通常 User Study 不需要选 Reference
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# 这里我们返回原样,不更新选中状态
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return current_indices, "⚠️ 您点击的是参考原图 (Reference),请选择后面的选项。"
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# 切换选中状态
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if clicked_idx in current_indices:
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current_indices.remove(clicked_idx)
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else:
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current_indices.append(clicked_idx)
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current_indices.sort()
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# 生成状态文本
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if not current_indices:
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status_text = "当前未选择任何图片"
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else:
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# 计算显示的 Label
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labels = []
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for idx in current_indices:
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# 如果有原图,index 1 才是 Option A
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if has_origin:
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option_char = chr(65 + (idx - 1)) # idx=1 -> A, idx=2 -> B
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else:
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option_char = chr(65 + idx)
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labels.append(f"Option {option_char}")
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status_text = "已选中: " + ", ".join(labels)
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return current_indices, status_text
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def submit_vote(user_state, current_file_paths, current_indices, is_none=False, has_origin=False):
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user_id = user_state["user_id"]
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current_idx = user_state["index"]
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group_id = ALL_GROUP_IDS[current_idx]
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if is_none:
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save_user_vote(user_id, group_id, "Rejected All", "None_Satisfied")
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user_state["index"] += 1
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return get_current_question_ui(user_state)
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if not current_indices:
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return (
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gr.update(), gr.update(),
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gr.update(value="❌ 请至少选择一张图片"),
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gr.update(), gr.update(),
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user_state, current_file_paths, current_indices, has_origin
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)
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selected_labels = []
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selected_methods = []
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for idx in current_indices:
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# 获取真实路径
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real_path = current_file_paths[idx]
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# 计算 Label (Option A/B...)
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if has_origin:
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label = f"Option {chr(65 + (idx - 1))}"
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else:
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label = f"Option {chr(65 + idx)}"
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selected_labels.append(label)
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# 提取方法名
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filename = os.path.basename(real_path)
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name_no_ext = os.path.splitext(filename)[0]
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# 如果是原图被选中了(假设你去掉了保护机制),方法名就是 origin
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if "_origin" in name_no_ext:
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method = "reference_origin"
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| 235 |
+
else:
|
| 236 |
+
parts = name_no_ext.split('_', 1)
|
| 237 |
+
method = parts[1] if len(parts) > 1 else name_no_ext
|
| 238 |
+
|
| 239 |
selected_methods.append(method)
|
| 240 |
|
| 241 |
str_labels = "; ".join(selected_labels)
|
|
|
|
| 246 |
user_state["index"] += 1
|
| 247 |
return get_current_question_ui(user_state)
|
| 248 |
|
| 249 |
+
# --- 6. 界面构建 ---
|
| 250 |
+
with gr.Blocks(title="User Study") as demo:
|
| 251 |
|
| 252 |
state_user = gr.State(lambda: {"user_id": str(uuid.uuid4())[:8], "index": 0})
|
| 253 |
state_files = gr.State([])
|
| 254 |
+
state_indices = gr.State([])
|
| 255 |
+
state_has_origin = gr.State(False) # 记录当前页面是否有原图
|
| 256 |
|
| 257 |
with gr.Column():
|
| 258 |
instruction_md = gr.Markdown("Loading...")
|
| 259 |
|
| 260 |
+
# 图片显示
|
| 261 |
gallery = gr.Gallery(
|
| 262 |
+
label="请参考第一张原图,选择后面最好的结果(可多选)",
|
| 263 |
allow_preview=True,
|
| 264 |
object_fit="contain",
|
| 265 |
height="auto",
|
|
|
|
| 269 |
status_box = gr.Textbox(value="当前未选择任何图片", label="当前选中状态", interactive=False)
|
| 270 |
|
| 271 |
with gr.Row():
|
| 272 |
+
btn_submit = gr.Button("✅ 提交选择", variant="primary", scale=2)
|
| 273 |
+
btn_none = gr.Button("🚫 都不满意", variant="stop", scale=1)
|
| 274 |
|
| 275 |
end_msg = gr.Markdown(visible=False)
|
| 276 |
|
| 277 |
+
# 加载第一题
|
| 278 |
demo.load(
|
| 279 |
fn=get_current_question_ui,
|
| 280 |
inputs=[state_user],
|
| 281 |
+
outputs=[instruction_md, gallery, status_box, btn_submit, end_msg, state_user, state_files, state_indices, state_has_origin]
|
| 282 |
)
|
| 283 |
|
| 284 |
+
# 点击图片
|
| 285 |
gallery.select(
|
| 286 |
fn=toggle_selection,
|
| 287 |
+
inputs=[state_indices, state_has_origin],
|
| 288 |
outputs=[state_indices, status_box]
|
| 289 |
)
|
| 290 |
|
| 291 |
+
# 提交按钮
|
| 292 |
btn_submit.click(
|
| 293 |
+
fn=lambda s, f, i, h: submit_vote(s, f, i, is_none=False, has_origin=h),
|
| 294 |
+
inputs=[state_user, state_files, state_indices, state_has_origin],
|
| 295 |
+
outputs=[instruction_md, gallery, status_box, btn_submit, end_msg, state_user, state_files, state_indices, state_has_origin]
|
| 296 |
)
|
| 297 |
|
| 298 |
+
# 都不满意按钮
|
| 299 |
btn_none.click(
|
| 300 |
+
fn=lambda s, f, i, h: submit_vote(s, f, i, is_none=True, has_origin=h),
|
| 301 |
+
inputs=[state_user, state_files, state_indices, state_has_origin],
|
| 302 |
+
outputs=[instruction_md, gallery, status_box, btn_submit, end_msg, state_user, state_files, state_indices, state_has_origin]
|
| 303 |
)
|
| 304 |
|
| 305 |
if __name__ == "__main__":
|