Add Gradio interface for viewing and uploading submissions

README.md

@@ -1,3 +1,6 @@
+---
+sdk: gradio
+---
 # MedVQA
 
 A CLI tool for MedVQA competition (https://github.com/simula/ImageCLEFmed-MEDVQA-GI-2025).

gradio_interface.py

@@ -0,0 +1,156 @@
+import gradio as gr
+from datetime import datetime, timedelta
+import json
+
+# Sample data structure to hold submission information
+submissions = [
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+         {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+         {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+         {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+         {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    {"user": "User1", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(hours=1)},
+    {"user": "User2", "task": "task2", "submitted_time": datetime.now() -
+     timedelta(days=1)},
+    {"user": "User3", "task": "task1", "submitted_time": datetime.now() -
+     timedelta(minutes=30)},
+    # ... add more sample data as needed ...
+]
+
+
+def time_ago(submitted_time):
+    delta = datetime.now() - submitted_time
+    if delta.days > 0:
+        return f"{delta.days} days ago"
+    elif delta.seconds // 3600 > 0:
+        return f"{delta.seconds // 3600} hours ago"
+    elif delta.seconds // 60 > 0:
+        return f"{delta.seconds // 60} minutes ago"
+    else:
+        return "just now"
+
+
+def filter_submissions(task_type, search_query):
+    if search_query == "":
+        filtered = [s for s in submissions if task_type ==
+                    "all" or s["task"] == task_type]
+    else:
+        filtered = [s for s in submissions if (
+            task_type == "all" or s["task"] == task_type) and search_query.lower() in s["user"].lower()]
+    return [{"user": s["user"], "task": s["task"], "submitted_time": time_ago(s["submitted_time"])} for s in filtered]
+
+
+def display_submissions(task_type="all", search_query=""):
+    filtered_submissions = filter_submissions(task_type, search_query)
+    return [[s["user"], s["task"], s["submitted_time"]] for s in filtered_submissions]
+
+
+def add_submission(file):
+    try:
+        new_submissions = json.load(file)
+        for submission in new_submissions:
+            submission["submitted_time"] = datetime.strptime(
+                submission["submitted_time"], "%Y-%m-%d %H:%M:%S")
+            submissions.append(submission)
+        return "Submissions added successfully!"
+    except Exception as e:
+        return f"Error: {str(e)}"
+
+
+# Define Gradio interface components
+output_table = gr.Dataframe(
+    headers=["User", "Task", "Submitted Time"], value=display_submissions(), scale=5,)
+task_type_dropdown = gr.Dropdown(
+    choices=["all", "task1", "task2"], value="all", label="Task Type")
+search_box = gr.Textbox(value="", label="Search User")
+upload_button = gr.File(label="Upload JSON", file_types=["json"])
+
+# Create a tabbed interface
+with gr.Blocks(title="ImageCLEFmed-MEDVQA-GI-2025 Submissions") as demo:
+    with gr.Tab("View Submissions"):
+        gr.Interface(
+            fn=display_submissions,
+            inputs=[task_type_dropdown, search_box],
+            outputs=output_table,
+            title="ImageCLEFmed-MEDVQA-GI-2025 Submissions",
+            description="Filter and search submissions by task type and user."
+        )
+    with gr.Tab("Upload Submission", visible=False):
+        gr.Interface(
+            api_name="UploadSubmission",
+            fn=add_submission,
+            inputs=upload_button,
+            outputs="text",
+            title="Upload Submissions",
+            description="Upload a JSON file to add new submissions."
+        )
+
+demo.launch()