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Sleeping
mdkrasnow commited on
Commit ·
73fd9ce
1
Parent(s): b76f94b
Add gradio logging
Browse files
app.py
CHANGED
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@@ -4,7 +4,7 @@ import json
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import uuid
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import datetime
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import os
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from typing import Dict, List, Any, Tuple
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# Import our modules
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import data_utils
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@@ -32,7 +32,7 @@ def load_example(state):
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current_output = data_utils.all_outputs[state["current_example_index"]]
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# Return values in the same order as the outputs parameter in demo.load
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return current_output["low_inference_notes"], current_output["output"]["summary"]
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except (IndexError, KeyError) as e:
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# Handle errors by initializing a new cycle
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data_utils.initialize_cycle()
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@@ -40,11 +40,12 @@ def load_example(state):
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current_output = data_utils.all_outputs[0]
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# Return values in the same order as the outputs parameter in demo.load
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return current_output["low_inference_notes"], current_output["output"]["summary"]
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def select_choice(choice, state):
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"""
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state["current_choice"] = choice
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return {
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"good_btn": gr.update(variant="primary" if choice == "good" else "secondary",
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elem_classes=["good-button", "selected-button"] if choice == "good" else ["good-button"]),
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@@ -52,6 +53,7 @@ def select_choice(choice, state):
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elem_classes=["fine-button", "selected-button"] if choice == "fine" else ["fine-button"]),
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"bad_btn": gr.update(variant="primary" if choice == "bad" else "secondary",
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elem_classes=["bad-button", "selected-button"] if choice == "bad" else ["bad-button"]),
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"state": state
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}
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@@ -61,26 +63,39 @@ def stage1_submit(explanation, state):
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if not state["current_choice"]:
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return {
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"error_message": gr.update(value="Please select a rating (Good, Fine, or Bad).", visible=True),
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"state": state
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}
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if not explanation.strip():
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return {
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"error_message": gr.update(value="Please provide an explanation for your choice.", visible=True),
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"state": state
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}
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# Get current output
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current_output = data_utils.all_outputs[state["current_example_index"]]
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# Store feedback in Argilla
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data_utils.store_feedback(
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output_id=current_output["id"],
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choice=state["current_choice"],
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explanation=explanation,
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stage="individual"
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)
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# Increment counter
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state["examples_completed"] += 1
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@@ -106,10 +121,12 @@ def stage1_submit(explanation, state):
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return {
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"stage1_group": gr.update(visible=True),
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"stage2_group": gr.update(visible=False),
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"notes_display": current_output["low_inference_notes"],
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"output_display": current_output["output"]["summary"],
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"explanation_input": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"good_btn": gr.update(variant="secondary"),
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"fine_btn": gr.update(variant="secondary"),
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"bad_btn": gr.update(variant="secondary"),
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@@ -127,6 +144,7 @@ def stage1_submit(explanation, state):
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"explanation_input": gr.update(value=""),
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"comparison_explanation": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"good_btn": gr.update(variant="secondary"),
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"fine_btn": gr.update(variant="secondary"),
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"bad_btn": gr.update(variant="secondary"),
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@@ -140,10 +158,12 @@ def stage1_submit(explanation, state):
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return {
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"stage1_group": gr.update(visible=True),
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"stage2_group": gr.update(visible=False),
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"notes_display": current_output["low_inference_notes"],
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"output_display": current_output["output"]["summary"],
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"explanation_input": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"good_btn": gr.update(variant="secondary"),
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"fine_btn": gr.update(variant="secondary"),
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"bad_btn": gr.update(variant="secondary"),
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@@ -151,13 +171,15 @@ def stage1_submit(explanation, state):
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}
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def select_comparison_choice(choice, state):
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"""
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state["current_choice"] = choice
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return {
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"choose_a_btn": gr.update(variant="primary" if choice == "a" else "secondary",
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elem_classes=["selected-button"] if choice == "a" else []),
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"choose_b_btn": gr.update(variant="primary" if choice == "b" else "secondary",
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elem_classes=["selected-button"] if choice == "b" else []),
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"state": state
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}
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@@ -167,12 +189,14 @@ def stage2_submit(explanation, state):
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if not state["current_choice"]:
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return {
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"error_message": gr.update(value="Please select which output is better (A or B).", visible=True),
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"state": state
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}
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if not explanation.strip():
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return {
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"error_message": gr.update(value="Please provide an explanation for your choice.", visible=True),
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"state": state
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}
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@@ -183,17 +207,35 @@ def stage2_submit(explanation, state):
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# Determine which output was chosen
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a_wins = (state["current_choice"] == "a")
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# Update ELO ratings
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elo.update_ratings(output_a["id"], output_b["id"], a_wins)
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# Store feedback
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data_utils.store_feedback(
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output_id=output_a["id"] if a_wins else output_b["id"],
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choice=f"preferred_over_{output_b['id'] if a_wins else output_a['id']}",
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explanation=explanation,
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stage="comparison"
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)
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# Reset current choice
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state["current_choice"] = None
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@@ -210,11 +252,13 @@ def stage2_submit(explanation, state):
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return {
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"stage1_group": gr.update(visible=True),
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"stage2_group": gr.update(visible=False),
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"notes_display": current_output["low_inference_notes"],
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"output_display": current_output["output"]["summary"],
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"explanation_input": gr.update(value=""),
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"comparison_explanation": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"choose_a_btn": gr.update(variant="secondary"),
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"choose_b_btn": gr.update(variant="secondary"),
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"state": state
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@@ -232,11 +276,13 @@ def stage2_submit(explanation, state):
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return {
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"stage1_group": gr.update(visible=True),
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"stage2_group": gr.update(visible=False),
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"notes_display": current_output["low_inference_notes"],
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"output_display": current_output["output"]["summary"],
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"explanation_input": gr.update(value=""),
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"comparison_explanation": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"choose_a_btn": gr.update(variant="secondary"),
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"choose_b_btn": gr.update(variant="secondary"),
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"state": state
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@@ -252,6 +298,7 @@ def stage2_submit(explanation, state):
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"output_b": output_b["output"]["summary"],
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"comparison_explanation": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"choose_a_btn": gr.update(variant="secondary"),
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"choose_b_btn": gr.update(variant="secondary"),
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"state": state
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@@ -302,12 +349,20 @@ with gr.Blocks(theme=gr.themes.Soft(
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opacity: 0.8;
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box-shadow: 0 0 5px rgba(0,0,0,0.5);
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}
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""") as demo:
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# Initialize state
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state = gr.State(initialize_state())
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# Error message area
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error_message = gr.Markdown(visible=False)
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with gr.Tabs():
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with gr.TabItem("Data Labeling"):
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gr.Markdown("# Output Evaluation")
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gr.Markdown("### Please rate the quality of this output")
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with gr.Row():
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# Left column for notes - make it scrollable and smaller
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with gr.Column(scale=1):
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label="Output A",
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lines=8,
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interactive=False
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choose_a_btn = gr.Button("Output A is better", variant="secondary")
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with gr.Column():
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demo.load(
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fn=load_example,
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inputs=[state],
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outputs=[notes_display, output_display]
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)
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# Also load the leaderboard on startup
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inputs=[],
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outputs=[leaderboard_display]
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)
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# For Hugging Face Spaces deployment
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if __name__ == "__main__":
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data_utils.init_argilla()
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# Launch the app
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demo.launch()
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import uuid
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import datetime
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import os
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from typing import Dict, List, Any, Tuple, Optional
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# Import our modules
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import data_utils
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current_output = data_utils.all_outputs[state["current_example_index"]]
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# Return values in the same order as the outputs parameter in demo.load
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return current_output["component_id"], current_output["low_inference_notes"], current_output["output"]["summary"]
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except (IndexError, KeyError) as e:
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# Handle errors by initializing a new cycle
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data_utils.initialize_cycle()
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current_output = data_utils.all_outputs[0]
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# Return values in the same order as the outputs parameter in demo.load
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return current_output["component_id"], current_output["low_inference_notes"], current_output["output"]["summary"]
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def select_choice(choice, state):
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"""Set the choice in the state and provide visual feedback"""
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state["current_choice"] = choice
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print(f"User selected: {choice}")
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return {
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"good_btn": gr.update(variant="primary" if choice == "good" else "secondary",
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elem_classes=["good-button", "selected-button"] if choice == "good" else ["good-button"]),
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elem_classes=["fine-button", "selected-button"] if choice == "fine" else ["fine-button"]),
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"bad_btn": gr.update(variant="primary" if choice == "bad" else "secondary",
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elem_classes=["bad-button", "selected-button"] if choice == "bad" else ["bad-button"]),
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"log_message": gr.update(value=f"Selected rating: {choice.upper()}", visible=True),
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"state": state
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}
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if not state["current_choice"]:
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return {
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"error_message": gr.update(value="Please select a rating (Good, Fine, or Bad).", visible=True),
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"log_message": gr.update(value="Submission failed: No rating selected", visible=True),
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"state": state
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}
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if not explanation.strip():
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return {
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"error_message": gr.update(value="Please provide an explanation for your choice.", visible=True),
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"log_message": gr.update(value="Submission failed: No explanation provided", visible=True),
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"state": state
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}
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# Get current output
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current_output = data_utils.all_outputs[state["current_example_index"]]
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# Log the action
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print(f"Submitting feedback for output ID: {current_output['id']}")
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print(f"Choice: {state['current_choice']}, Explanation: {explanation}")
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# Store feedback in Argilla
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success = data_utils.store_feedback(
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output_id=current_output["id"],
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choice=state["current_choice"],
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explanation=explanation,
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stage="individual"
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)
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if not success:
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return {
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"error_message": gr.update(value="Failed to store feedback in Argilla.", visible=True),
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"log_message": gr.update(value="Submission failed: Error storing in Argilla", visible=True),
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"state": state
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}
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# Increment counter
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state["examples_completed"] += 1
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return {
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"stage1_group": gr.update(visible=True),
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"stage2_group": gr.update(visible=False),
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"component_id_display": current_output["component_id"],
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"notes_display": current_output["low_inference_notes"],
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"output_display": current_output["output"]["summary"],
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"explanation_input": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"log_message": gr.update(value="Started new cycle - not enough rated outputs for comparison", visible=True),
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"good_btn": gr.update(variant="secondary"),
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"fine_btn": gr.update(variant="secondary"),
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"bad_btn": gr.update(variant="secondary"),
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"explanation_input": gr.update(value=""),
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"comparison_explanation": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"log_message": gr.update(value="Moving to comparison stage", visible=True),
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"good_btn": gr.update(variant="secondary"),
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"fine_btn": gr.update(variant="secondary"),
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"bad_btn": gr.update(variant="secondary"),
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return {
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"stage1_group": gr.update(visible=True),
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"stage2_group": gr.update(visible=False),
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"component_id_display": current_output["component_id"],
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"notes_display": current_output["low_inference_notes"],
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"output_display": current_output["output"]["summary"],
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"explanation_input": gr.update(value=""),
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"error_message": gr.update(value="", visible=False),
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"log_message": gr.update(value=f"Submission successful! Moving to next example ({state['examples_completed']+1}/{len(data_utils.all_outputs)})", visible=True),
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"good_btn": gr.update(variant="secondary"),
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"fine_btn": gr.update(variant="secondary"),
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"bad_btn": gr.update(variant="secondary"),
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}
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def select_comparison_choice(choice, state):
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"""Set the comparison choice in the state and provide visual feedback"""
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state["current_choice"] = choice
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print(f"User selected output: {choice}")
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return {
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"choose_a_btn": gr.update(variant="primary" if choice == "a" else "secondary",
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elem_classes=["selected-button"] if choice == "a" else []),
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"choose_b_btn": gr.update(variant="primary" if choice == "b" else "secondary",
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elem_classes=["selected-button"] if choice == "b" else []),
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"log_message": gr.update(value=f"Selected output: {choice.upper()}", visible=True),
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"state": state
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}
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if not state["current_choice"]:
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return {
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"error_message": gr.update(value="Please select which output is better (A or B).", visible=True),
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"log_message": gr.update(value="Submission failed: No output selected", visible=True),
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"state": state
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}
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if not explanation.strip():
|
| 197 |
return {
|
| 198 |
"error_message": gr.update(value="Please provide an explanation for your choice.", visible=True),
|
| 199 |
+
"log_message": gr.update(value="Submission failed: No explanation provided", visible=True),
|
| 200 |
"state": state
|
| 201 |
}
|
| 202 |
|
|
|
|
| 207 |
# Determine which output was chosen
|
| 208 |
a_wins = (state["current_choice"] == "a")
|
| 209 |
|
| 210 |
+
# Log the action
|
| 211 |
+
print(f"Comparing outputs: {output_a['id']} vs {output_b['id']}")
|
| 212 |
+
print(f"User chose: {'A' if a_wins else 'B'}, Explanation: {explanation}")
|
| 213 |
+
|
| 214 |
# Update ELO ratings
|
| 215 |
+
new_rating_a, new_rating_b = elo.update_ratings(output_a["id"], output_b["id"], a_wins)
|
| 216 |
+
|
| 217 |
+
if new_rating_a is None or new_rating_b is None:
|
| 218 |
+
return {
|
| 219 |
+
"error_message": gr.update(value="Failed to update ELO ratings.", visible=True),
|
| 220 |
+
"log_message": gr.update(value="Submission failed: Error updating ELO ratings", visible=True),
|
| 221 |
+
"state": state
|
| 222 |
+
}
|
| 223 |
|
| 224 |
# Store feedback
|
| 225 |
+
success = data_utils.store_feedback(
|
| 226 |
output_id=output_a["id"] if a_wins else output_b["id"],
|
| 227 |
choice=f"preferred_over_{output_b['id'] if a_wins else output_a['id']}",
|
| 228 |
explanation=explanation,
|
| 229 |
stage="comparison"
|
| 230 |
)
|
| 231 |
|
| 232 |
+
if not success:
|
| 233 |
+
return {
|
| 234 |
+
"error_message": gr.update(value="Failed to store comparison feedback in Argilla.", visible=True),
|
| 235 |
+
"log_message": gr.update(value="Submission failed: Error storing comparison in Argilla", visible=True),
|
| 236 |
+
"state": state
|
| 237 |
+
}
|
| 238 |
+
|
| 239 |
# Reset current choice
|
| 240 |
state["current_choice"] = None
|
| 241 |
|
|
|
|
| 252 |
return {
|
| 253 |
"stage1_group": gr.update(visible=True),
|
| 254 |
"stage2_group": gr.update(visible=False),
|
| 255 |
+
"component_id_display": current_output["component_id"],
|
| 256 |
"notes_display": current_output["low_inference_notes"],
|
| 257 |
"output_display": current_output["output"]["summary"],
|
| 258 |
"explanation_input": gr.update(value=""),
|
| 259 |
"comparison_explanation": gr.update(value=""),
|
| 260 |
"error_message": gr.update(value="", visible=False),
|
| 261 |
+
"log_message": gr.update(value="Completed comparison cycle. Starting new evaluation cycle.", visible=True),
|
| 262 |
"choose_a_btn": gr.update(variant="secondary"),
|
| 263 |
"choose_b_btn": gr.update(variant="secondary"),
|
| 264 |
"state": state
|
|
|
|
| 276 |
return {
|
| 277 |
"stage1_group": gr.update(visible=True),
|
| 278 |
"stage2_group": gr.update(visible=False),
|
| 279 |
+
"component_id_display": current_output["component_id"],
|
| 280 |
"notes_display": current_output["low_inference_notes"],
|
| 281 |
"output_display": current_output["output"]["summary"],
|
| 282 |
"explanation_input": gr.update(value=""),
|
| 283 |
"comparison_explanation": gr.update(value=""),
|
| 284 |
"error_message": gr.update(value="", visible=False),
|
| 285 |
+
"log_message": gr.update(value="Not enough rated outputs for comparison. Starting new cycle.", visible=True),
|
| 286 |
"choose_a_btn": gr.update(variant="secondary"),
|
| 287 |
"choose_b_btn": gr.update(variant="secondary"),
|
| 288 |
"state": state
|
|
|
|
| 298 |
"output_b": output_b["output"]["summary"],
|
| 299 |
"comparison_explanation": gr.update(value=""),
|
| 300 |
"error_message": gr.update(value="", visible=False),
|
| 301 |
+
"log_message": gr.update(value=f"Comparison submitted successfully! Moving to next comparison ({state['elo_comparisons_done']+1}/5)", visible=True),
|
| 302 |
"choose_a_btn": gr.update(variant="secondary"),
|
| 303 |
"choose_b_btn": gr.update(variant="secondary"),
|
| 304 |
"state": state
|
|
|
|
| 349 |
opacity: 0.8;
|
| 350 |
box-shadow: 0 0 5px rgba(0,0,0,0.5);
|
| 351 |
}
|
| 352 |
+
.log-message {
|
| 353 |
+
padding: 8px;
|
| 354 |
+
margin-top: 10px;
|
| 355 |
+
border-radius: 4px;
|
| 356 |
+
background-color: #f0f0f0;
|
| 357 |
+
font-size: 14px;
|
| 358 |
+
}
|
| 359 |
""") as demo:
|
| 360 |
# Initialize state
|
| 361 |
state = gr.State(initialize_state())
|
| 362 |
|
| 363 |
# Error message area
|
| 364 |
error_message = gr.Markdown(visible=False)
|
| 365 |
+
log_message = gr.Markdown(visible=False, elem_classes=["log-message"])
|
| 366 |
|
| 367 |
with gr.Tabs():
|
| 368 |
with gr.TabItem("Data Labeling"):
|
|
|
|
| 371 |
gr.Markdown("# Output Evaluation")
|
| 372 |
gr.Markdown("### Please rate the quality of this output")
|
| 373 |
|
| 374 |
+
# Component ID display
|
| 375 |
+
component_id_display = gr.Markdown("### Component ID: Loading...")
|
| 376 |
+
|
| 377 |
with gr.Row():
|
| 378 |
# Left column for notes - make it scrollable and smaller
|
| 379 |
with gr.Column(scale=1):
|
|
|
|
| 432 |
label="Output A",
|
| 433 |
lines=8,
|
| 434 |
interactive=False
|
| 435 |
+
)
|
| 436 |
choose_a_btn = gr.Button("Output A is better", variant="secondary")
|
| 437 |
|
| 438 |
with gr.Column():
|
|
|
|
| 460 |
demo.load(
|
| 461 |
fn=load_example,
|
| 462 |
inputs=[state],
|
| 463 |
+
outputs=[component_id_display, notes_display, output_display]
|
| 464 |
)
|
| 465 |
|
| 466 |
# Also load the leaderboard on startup
|
|
|
|
| 469 |
inputs=[],
|
| 470 |
outputs=[leaderboard_display]
|
| 471 |
)
|
| 472 |
+
|
| 473 |
+
# Connect the buttons to their functions
|
| 474 |
+
good_btn.click(
|
| 475 |
+
fn=select_choice,
|
| 476 |
+
inputs=["good", state],
|
| 477 |
+
outputs=[good_btn, fine_btn, bad_btn, log_message, state]
|
| 478 |
+
)
|
| 479 |
+
|
| 480 |
+
fine_btn.click(
|
| 481 |
+
fn=select_choice,
|
| 482 |
+
inputs=["fine", state],
|
| 483 |
+
outputs=[good_btn, fine_btn, bad_btn, log_message, state]
|
| 484 |
+
)
|
| 485 |
+
|
| 486 |
+
bad_btn.click(
|
| 487 |
+
fn=select_choice,
|
| 488 |
+
inputs=["bad", state],
|
| 489 |
+
outputs=[good_btn, fine_btn, bad_btn, log_message, state]
|
| 490 |
+
)
|
| 491 |
+
|
| 492 |
+
submit_btn.click(
|
| 493 |
+
fn=stage1_submit,
|
| 494 |
+
inputs=[explanation_input, state],
|
| 495 |
+
outputs=[
|
| 496 |
+
stage1_group, stage2_group, component_id_display, notes_display, output_display,
|
| 497 |
+
explanation_input, error_message, log_message, good_btn, fine_btn, bad_btn, state
|
| 498 |
+
]
|
| 499 |
+
)
|
| 500 |
+
|
| 501 |
+
choose_a_btn.click(
|
| 502 |
+
fn=select_comparison_choice,
|
| 503 |
+
inputs=["a", state],
|
| 504 |
+
outputs=[choose_a_btn, choose_b_btn, log_message, state]
|
| 505 |
+
)
|
| 506 |
+
|
| 507 |
+
choose_b_btn.click(
|
| 508 |
+
fn=select_comparison_choice,
|
| 509 |
+
inputs=["b", state],
|
| 510 |
+
outputs=[choose_a_btn, choose_b_btn, log_message, state]
|
| 511 |
+
)
|
| 512 |
+
|
| 513 |
+
compare_submit_btn.click(
|
| 514 |
+
fn=stage2_submit,
|
| 515 |
+
inputs=[comparison_explanation, state],
|
| 516 |
+
outputs=[
|
| 517 |
+
stage1_group, stage2_group, component_id_display, notes_display, output_display,
|
| 518 |
+
notes_display_elo, output_a, output_b, comparison_explanation,
|
| 519 |
+
error_message, log_message, choose_a_btn, choose_b_btn, state
|
| 520 |
+
]
|
| 521 |
+
)
|
| 522 |
+
|
| 523 |
+
refresh_btn.click(
|
| 524 |
+
fn=get_leaderboard_display,
|
| 525 |
+
inputs=[],
|
| 526 |
+
outputs=[leaderboard_display]
|
| 527 |
+
)
|
| 528 |
|
| 529 |
# For Hugging Face Spaces deployment
|
| 530 |
if __name__ == "__main__":
|
|
|
|
| 532 |
data_utils.init_argilla()
|
| 533 |
|
| 534 |
# Launch the app
|
| 535 |
+
demo.launch()
|
| 536 |
+
|