adding live submission, definitely wont work at first go

app.py

@@ -7,22 +7,62 @@ from gradio_leaderboard import Leaderboard
 from evaluation import evaluate_problem
 
 from utils import read_submission_from_hub, write_results
-from about import ASSAY_LIST, ASSAY_RENAME, ASSAY_EMOJIS
-
-def evaluate_boundary(filename):
-    print(filename)
-    local_path = read_submission_from_hub(filename)
-    with Path(local_path).open("r") as f:
-        raw = f.read()
-        data_dict = json.loads(raw)
-
-    try:
-        result = evaluate_problem(data_dict['problem_type'], local_path)
-    except Exception as e:
-        raise gr.Error(f'Evaluation failed: {e}. No results written to results dataset.')
+from about import ASSAY_LIST, ASSAY_RENAME, ASSAY_EMOJIS, submissions_repo, API, results_repo
+from typing import BinaryIO, Literal
+from datetime import datetime
+import tempfile
+from datasets import load_dataset
+
+def make_submission(problem_type,
+    submitted_file: BinaryIO,
+    user_state):
+
+    if user_state is None:
+        raise gr.Error("You must submit your username to submit a file.")
     
-    write_results(data_dict, result)
-    return
+    file_path = submitted_file.name
+
+    if not file_path:
+        raise gr.Error("Uploaded file object does not have a valid file path.")
+    
+    path_obj = Path(file_path)
+    timestamp = datetime.utcnow().isoformat()
+
+    with (
+        path_obj.open("rb") as f_in,
+        tempfile.NamedTemporaryFile(delete=False, suffix=".json") as tmp_boundary,
+    ):
+        file_content = f_in.read()
+        tmp_boundary.write(file_content)
+        tmp_boundary_path = Path(tmp_boundary.name)
+
+        # write to dataset
+        filename = f"{problem_type}/{timestamp.replace(':', '-')}_{problem_type}.json"
+        record = {
+            "submission_filename": filename,
+            "submission_time": timestamp,
+            "problem_type": problem_type,
+            "csv_content": file_content,
+            "evaluated": False,
+            "user": user_state,
+        }
+        with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as tmp:
+            json.dump(record, tmp, indent=2)
+            tmp.flush()
+            tmp_name = tmp.name
+
+        API.upload_file(
+            path_or_fileobj=tmp_name, 
+            path_in_repo=filename,
+            repo_id=submissions_repo,
+            repo_type="dataset",
+            commit_message=f"Add submission for {problem_type} at {timestamp}"
+        )
+        Path(tmp_name).unlink()
+
+    tmp_boundary_path.unlink()
+
+    return "✅ Your submission has been received! Sit tight and your scores will appear on the leaderboard shortly."
 
 def get_leaderboard_table(assay: str | None = None):
     # ds = load_dataset(results_repo, split='train', download_mode="force_redownload")
@@ -37,7 +77,8 @@ def get_leaderboard_table(assay: str | None = None):
     
     # Previously hosted on HF hub, local for now (Can also pull directly from github backend)
     column_order = ["model", "property", "spearman", "spearman_abs"]  # "assay", 
-    df = pd.read_csv("data/metrics_all.csv").drop_duplicates(subset=["model", "assay"])
+    ds = load_dataset(results_repo, split='train', download_mode="force_redownload")
+    df = pd.DataFrame(ds).drop_duplicates(subset=["model", "assay"])
     df["property"] = df["assay"].map(ASSAY_RENAME)
     df = df.query("assay.isin(@ASSAY_RENAME.keys())")
     if assay is not None:
@@ -109,87 +150,50 @@ with gr.Blocks() as demo:
             """
             )
 
-            # dropdown = gr.Dropdown(choices=filenames, label="Choose a file")
-            # plot_output = gr.Plot()
-
-        # with gr.TabItem("🔍 Visualize", elem_id="boundary-benchmark-tab-table"):
-        #     ds = load_dataset(results_repo, split='train', download_mode="force_redownload")
-        #     full_df = pd.DataFrame(ds)
-        #     filenames = full_df['result_filename'].to_list()
-        #     with gr.Row():
-        #         with gr.Column():
-        #             dropdown = gr.Dropdown(choices=filenames, label="Choose a leaderboard entry", value=filenames[0])
-        #             rld_btn = gr.Button(value="Reload")
-
-        #         with gr.Column():
-        #             plot = gr.Plot()
-
-        #     def get_boundary_vis(selected_file):
-        #         local_path = read_result_from_hub(selected_file)
-        #         with Path(local_path).open("r") as f:
-        #             raw = f.read()
-        #             data_dict = json.loads(raw)
-        #             boundary_json = data_dict['boundary_json']
-
-        #         if data_dict['problem_type'] == 'mhd_stable':
-        #             raise gr.Error("Sorry this isn't implemented for mhd_stable submissions yet!")
-        #         else:
-        #             boundary = load_boundary(boundary_json)
-
-        #         vis = make_visual(boundary)
-        #         return vis
-
-        #     demo.load(get_boundary_vis, dropdown, plot)
-        #     rld_btn.click(get_boundary_vis, dropdown, plot)
-
-        # with gr.TabItem("✉️ Submit", elem_id="boundary-benchmark-tab-table"):
-        #     gr.Markdown(
-        #         """
-        #     # Plasma Boundary Evaluation Submission
-        #     Upload your plasma boundary JSON and select the problem type to get your score.
-        #     """
-        #     )
-        #     filename = gr.State(value=None) 
-        #     eval_state = gr.State(value=None) 
-        #     user_state = gr.State(value=None)
-
-        #     # gr.LoginButton()
-
-        #     with gr.Row():
-        #         with gr.Column():
-        #             problem_type = gr.Dropdown(PROBLEM_TYPES, label="Problem Type")
-        #             username_input = gr.Textbox(
-        #                 label="Username", 
-        #                 placeholder="Enter your Hugging Face username",
-        #                 info="This will be displayed on the leaderboard."
-        #             )
-        #         with gr.Column():
-        #             boundary_file = gr.File(label="Boundary JSON File (.json)")
-
-        #     username_input.change(
-        #         fn=lambda x: x if x.strip() else None,
-        #         inputs=username_input,
-        #         outputs=user_state
-        #     )                       
-
-        #     submit_btn = gr.Button("Evaluate")
-        #     message = gr.Textbox(label="Status", lines=1, visible=False)
-        #     # help message
-        #     gr.Markdown("If you have issues with submission or using the leaderboard, please start a discussion in the Community tab of this Space.")
-            
-        #     submit_btn.click(
-        #         submit_boundary,
-        #         inputs=[problem_type, boundary_file, user_state],
-        #         outputs=[message, filename],
-        #     ).then(
-        #         fn=show_output_box,
-        #         inputs=[message],
-        #         outputs=[message],
-        #     ).then(
-        #         fn=evaluate_boundary,
-        #         inputs=[filename],
-        #         outputs=[eval_state]
-        #     )
+        with gr.TabItem("✉️ Submit", elem_id="boundary-benchmark-tab-table"):
+                gr.Markdown(
+                    """
+                # Antibody Developability Submission
+                Upload a CSV to get a score!
+                """
+                )
+                filename = gr.State(value=None) 
+                eval_state = gr.State(value=None) 
+                user_state = gr.State(value=None)
+
+                # gr.LoginButton()
+
+                with gr.Row():
+                    with gr.Column():
+                        problem_type = gr.Dropdown(ASSAY_LIST, label="Problem Type")
+                        username_input = gr.Textbox(
+                            label="Username", 
+                            placeholder="Enter your Hugging Face username",
+                            info="This will be displayed on the leaderboard."
+                        )
+                    with gr.Column():
+                        boundary_file = gr.File(label="Boundary JSON File (.json)")
+
+                username_input.change(
+                    fn=lambda x: x if x.strip() else None,
+                    inputs=username_input,
+                    outputs=user_state
+                )                       
+
+                submit_btn = gr.Button("Evaluate")
+                message = gr.Textbox(label="Status", lines=1, visible=False)
+                # help message
+                gr.Markdown("If you have issues with submission or using the leaderboard, please start a discussion in the Community tab of this Space.")
+                
+                submit_btn.click(
+                    make_submission,
+                    inputs=[problem_type, boundary_file, user_state],
+                    outputs=[message, filename],
+                ).then(
+                    fn=show_output_box,
+                    inputs=[message],
+                    outputs=[message],
+                )
 
 
 if __name__ == "__main__":