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		Runtime error
		
	Update app.py
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        app.py
    CHANGED
    
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         @@ -1,5 +1,6 @@ 
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            import os
         
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            from queue import Queue
         
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            import gradio as gr
         
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            import argilla as rg
         
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            from argilla.webhooks import webhook_listener
         
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         @@ -16,12 +17,52 @@ server = rg.get_webhook_server() 
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            # Queue to store events for display
         
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            incoming_events = Queue()
         
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            # Set up the webhook listener for response creation
         
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            @webhook_listener(events=["response.created"])
         
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            async def update_validation_space_on_answer(response, type, timestamp):
         
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                """
         
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                Webhook listener that triggers when a new response is added to an answering space.
         
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            -
                It will automatically update the corresponding validation space with the new response 
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                """
         
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                try:
         
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                    # Store the event for display in the UI
         
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         @@ -58,8 +99,6 @@ async def update_validation_space_on_answer(response, type, timestamp): 
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                    original_user_id = str(response.user_id)
         
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                    # Create a validation record with the correct attribute
         
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                    # Instead of response.value, we need to find the correct attribute
         
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                    # Based on the error, let's try to get the value differently
         
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                    validation_record = {
         
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                        "question": record.fields["question"],
         
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                        "answer": answer,
         
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         @@ -73,6 +112,32 @@ async def update_validation_space_on_answer(response, type, timestamp): 
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                    validation_dataset.records.log(records=[validation_record])
         
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                    print(f"Added new response to validation space for {country}")
         
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                except Exception as e:
         
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                    print(f"Error in webhook handler: {e}")
         
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                    # Store the error in the queue for display
         
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         @@ -84,23 +149,303 @@ def read_next_event(): 
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                    return incoming_events.get()
         
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                return {}
         
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            # Create Gradio interface
         
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            with gr.Blocks() as demo:
         
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                argilla_server = client.http_client.base_url
         
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                gr. 
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            # Mount the Gradio app to the FastAPI server
         
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            gr.mount_gradio_app(server, demo, path="/")
         
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            # Start the FastAPI server
         
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            if __name__ == "__main__":
         
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                import uvicorn
         
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                uvicorn.run(server, host="0.0.0.0", port=7860)
         
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            import os
         
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            from queue import Queue
         
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            import json
         
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            import gradio as gr
         
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            import argilla as rg
         
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            from argilla.webhooks import webhook_listener
         
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            # Queue to store events for display
         
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            incoming_events = Queue()
         
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            # Dictionary to store annotation progress by country
         
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            annotation_progress = {
         
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                # Format will be:
         
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                # "country_code": {"count": 0, "percent": 0, "name": "Country Name"}
         
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            }
         
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            # Country mapping (ISO code to name)
         
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            COUNTRY_MAPPING = {
         
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                "MX": {"name": "Mexico", "target": 1000},
         
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                "AR": {"name": "Argentina", "target": 800},
         
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                "CO": {"name": "Colombia", "target": 700},
         
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                "CL": {"name": "Chile", "target": 600},
         
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                "PE": {"name": "Peru", "target": 600},
         
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                "ES": {"name": "Spain", "target": 1200},
         
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                "BR": {"name": "Brazil", "target": 1000},
         
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                "VE": {"name": "Venezuela", "target": 500},
         
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                "EC": {"name": "Ecuador", "target": 400},
         
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                "BO": {"name": "Bolivia", "target": 300},
         
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                "PY": {"name": "Paraguay", "target": 300},
         
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                "UY": {"name": "Uruguay", "target": 300},
         
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                "CR": {"name": "Costa Rica", "target": 250},
         
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                "PA": {"name": "Panama", "target": 250},
         
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                "DO": {"name": "Dominican Republic", "target": 300},
         
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                "GT": {"name": "Guatemala", "target": 250},
         
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                "HN": {"name": "Honduras", "target": 200},
         
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                "SV": {"name": "El Salvador", "target": 200},
         
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                "NI": {"name": "Nicaragua", "target": 200},
         
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                "CU": {"name": "Cuba", "target": 300}
         
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            }
         
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            # Initialize the annotation progress data
         
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            for country_code, data in COUNTRY_MAPPING.items():
         
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                annotation_progress[country_code] = {
         
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                    "count": 0,
         
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                    "percent": 0,
         
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                    "name": data["name"],
         
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                    "target": data["target"]
         
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                }
         
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            # Set up the webhook listener for response creation
         
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            @webhook_listener(events=["response.created"])
         
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            async def update_validation_space_on_answer(response, type, timestamp):
         
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                """
         
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                Webhook listener that triggers when a new response is added to an answering space.
         
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            +
                It will automatically update the corresponding validation space with the new response
         
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            +
                and update the country's annotation progress.
         
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                """
         
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                try:
         
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                    # Store the event for display in the UI
         
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                    original_user_id = str(response.user_id)
         
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                    # Create a validation record with the correct attribute
         
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                    validation_record = {
         
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                        "question": record.fields["question"],
         
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                        "answer": answer,
         
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                    validation_dataset.records.log(records=[validation_record])
         
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                    print(f"Added new response to validation space for {country}")
         
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                    # Update the annotation progress
         
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                    # Get the country code from the country name or substring
         
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                    country_code = None
         
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                    for code, data in COUNTRY_MAPPING.items():
         
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                        if data["name"].lower() in country.lower():
         
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                            country_code = code
         
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                            break
         
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                    if country_code and country_code in annotation_progress:
         
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                        # Increment the count
         
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                        annotation_progress[country_code]["count"] += 1
         
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            +
                        
         
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                        # Update the percentage
         
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                        target = annotation_progress[country_code]["target"]
         
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                        count = annotation_progress[country_code]["count"]
         
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                        percent = min(100, int((count / target) * 100))
         
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                        annotation_progress[country_code]["percent"] = percent
         
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            +
                        
         
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                        # Update event queue with progress information
         
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                        incoming_events.put({
         
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                            "event": "progress_update", 
         
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                            "country": annotation_progress[country_code]["name"],
         
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                            "count": count,
         
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                            "percent": percent
         
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                        })
         
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            +
                        
         
     | 
| 141 | 
         
             
                except Exception as e:
         
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| 142 | 
         
             
                    print(f"Error in webhook handler: {e}")
         
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| 143 | 
         
             
                    # Store the error in the queue for display
         
     | 
| 
         | 
|
| 149 | 
         
             
                    return incoming_events.get()
         
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| 150 | 
         
             
                return {}
         
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| 152 | 
         
            +
            # Function to get the current annotation progress data
         
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            +
            def get_annotation_progress():
         
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            +
                return json.dumps(annotation_progress)
         
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            +
             
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            +
            # D3.js map visualization HTML template
         
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            +
            def create_map_html(progress_data):
         
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| 158 | 
         
            +
                return f"""
         
     | 
| 159 | 
         
            +
                <!DOCTYPE html>
         
     | 
| 160 | 
         
            +
                <html>
         
     | 
| 161 | 
         
            +
                <head>
         
     | 
| 162 | 
         
            +
                    <script src="https://d3js.org/d3.v7.min.js"></script>
         
     | 
| 163 | 
         
            +
                    <script src="https://d3js.org/d3-geo.v2.min.js"></script>
         
     | 
| 164 | 
         
            +
                    <script src="https://d3js.org/topojson.v3.min.js"></script>
         
     | 
| 165 | 
         
            +
                    <style>
         
     | 
| 166 | 
         
            +
                        .country {{
         
     | 
| 167 | 
         
            +
                            stroke: #f32b7b;
         
     | 
| 168 | 
         
            +
                            stroke-width: 1px;
         
     | 
| 169 | 
         
            +
                        }}
         
     | 
| 170 | 
         
            +
                        .country:hover {{
         
     | 
| 171 | 
         
            +
                            stroke: #4a1942;
         
     | 
| 172 | 
         
            +
                            stroke-width: 2px;
         
     | 
| 173 | 
         
            +
                            cursor: pointer;
         
     | 
| 174 | 
         
            +
                        }}
         
     | 
| 175 | 
         
            +
                        .tooltip {{
         
     | 
| 176 | 
         
            +
                            position: absolute;
         
     | 
| 177 | 
         
            +
                            background-color: rgba(0, 0, 0, 0.8);
         
     | 
| 178 | 
         
            +
                            border-radius: 5px;
         
     | 
| 179 | 
         
            +
                            padding: 8px;
         
     | 
| 180 | 
         
            +
                            color: white;
         
     | 
| 181 | 
         
            +
                            font-size: 12px;
         
     | 
| 182 | 
         
            +
                            pointer-events: none;
         
     | 
| 183 | 
         
            +
                            opacity: 0;
         
     | 
| 184 | 
         
            +
                            transition: opacity 0.3s;
         
     | 
| 185 | 
         
            +
                        }}
         
     | 
| 186 | 
         
            +
                        text {{
         
     | 
| 187 | 
         
            +
                            fill: #f1f5f9;
         
     | 
| 188 | 
         
            +
                            font-family: sans-serif;
         
     | 
| 189 | 
         
            +
                        }}
         
     | 
| 190 | 
         
            +
                        .legend-text {{
         
     | 
| 191 | 
         
            +
                            fill: #94a3b8;
         
     | 
| 192 | 
         
            +
                            font-size: 10px;
         
     | 
| 193 | 
         
            +
                        }}
         
     | 
| 194 | 
         
            +
                    </style>
         
     | 
| 195 | 
         
            +
                </head>
         
     | 
| 196 | 
         
            +
                <body style="margin:0; background-color:#111;">
         
     | 
| 197 | 
         
            +
                    <div id="map-container" style="width:100%; height:600px; position:relative;"></div>
         
     | 
| 198 | 
         
            +
                    <div id="tooltip" class="tooltip"></div>
         
     | 
| 199 | 
         
            +
                    
         
     | 
| 200 | 
         
            +
                    <script>
         
     | 
| 201 | 
         
            +
                        // The progress data passed from Python
         
     | 
| 202 | 
         
            +
                        const progressData = {progress_data};
         
     | 
| 203 | 
         
            +
                        
         
     | 
| 204 | 
         
            +
                        // Set up the SVG container
         
     | 
| 205 | 
         
            +
                        const width = document.getElementById('map-container').clientWidth;
         
     | 
| 206 | 
         
            +
                        const height = 600;
         
     | 
| 207 | 
         
            +
                        
         
     | 
| 208 | 
         
            +
                        const svg = d3.select("#map-container")
         
     | 
| 209 | 
         
            +
                            .append("svg")
         
     | 
| 210 | 
         
            +
                            .attr("width", width)
         
     | 
| 211 | 
         
            +
                            .attr("height", height)
         
     | 
| 212 | 
         
            +
                            .attr("viewBox", `0 0 ${{width}} ${{height}}`)
         
     | 
| 213 | 
         
            +
                            .style("background-color", "#111");
         
     | 
| 214 | 
         
            +
                        
         
     | 
| 215 | 
         
            +
                        // Define color scale
         
     | 
| 216 | 
         
            +
                        const colorScale = d3.scaleLinear()
         
     | 
| 217 | 
         
            +
                            .domain([0, 100])
         
     | 
| 218 | 
         
            +
                            .range(["#4a1942", "#f32b7b"]);
         
     | 
| 219 | 
         
            +
                        
         
     | 
| 220 | 
         
            +
                        // Set up projection focused on Latin America and Spain
         
     | 
| 221 | 
         
            +
                        const projection = d3.geoMercator()
         
     | 
| 222 | 
         
            +
                            .center([-60, 0])
         
     | 
| 223 | 
         
            +
                            .scale(width / 5)
         
     | 
| 224 | 
         
            +
                            .translate([width / 2, height / 2]);
         
     | 
| 225 | 
         
            +
                            
         
     | 
| 226 | 
         
            +
                        const path = d3.geoPath().projection(projection);
         
     | 
| 227 | 
         
            +
                        
         
     | 
| 228 | 
         
            +
                        // Tooltip setup
         
     | 
| 229 | 
         
            +
                        const tooltip = d3.select("#tooltip");
         
     | 
| 230 | 
         
            +
                        
         
     | 
| 231 | 
         
            +
                        // Load the world GeoJSON data
         
     | 
| 232 | 
         
            +
                        d3.json("https://raw.githubusercontent.com/holtzy/D3-graph-gallery/master/DATA/world.geojson")
         
     | 
| 233 | 
         
            +
                            .then(data => {{
         
     | 
| 234 | 
         
            +
                                // Filter for Latin American countries and Spain
         
     | 
| 235 | 
         
            +
                                const relevantCountryCodes = Object.keys(progressData);
         
     | 
| 236 | 
         
            +
                                
         
     | 
| 237 | 
         
            +
                                // Draw the map
         
     | 
| 238 | 
         
            +
                                svg.selectAll("path")
         
     | 
| 239 | 
         
            +
                                    .data(data.features)
         
     | 
| 240 | 
         
            +
                                    .enter()
         
     | 
| 241 | 
         
            +
                                    .append("path")
         
     | 
| 242 | 
         
            +
                                    .attr("d", path)
         
     | 
| 243 | 
         
            +
                                    .attr("class", "country")
         
     | 
| 244 | 
         
            +
                                    .attr("fill", d => {{
         
     | 
| 245 | 
         
            +
                                        // Get the ISO code from the properties
         
     | 
| 246 | 
         
            +
                                        const iso = d.properties.iso_a2;
         
     | 
| 247 | 
         
            +
                                        
         
     | 
| 248 | 
         
            +
                                        if (progressData[iso]) {{
         
     | 
| 249 | 
         
            +
                                            return colorScale(progressData[iso].percent);
         
     | 
| 250 | 
         
            +
                                        }}
         
     | 
| 251 | 
         
            +
                                        return "#2d3748"; // Default gray for non-tracked countries
         
     | 
| 252 | 
         
            +
                                    }})
         
     | 
| 253 | 
         
            +
                                    .on("mouseover", function(event, d) {{
         
     | 
| 254 | 
         
            +
                                        const iso = d.properties.iso_a2;
         
     | 
| 255 | 
         
            +
                                        
         
     | 
| 256 | 
         
            +
                                        if (progressData[iso]) {{
         
     | 
| 257 | 
         
            +
                                            tooltip.style("opacity", 1)
         
     | 
| 258 | 
         
            +
                                                .html(`
         
     | 
| 259 | 
         
            +
                                                    <strong>${{progressData[iso].name}}</strong><br/>
         
     | 
| 260 | 
         
            +
                                                    Documents: ${{progressData[iso].count.toLocaleString()}}/${{progressData[iso].target.toLocaleString()}}<br/>
         
     | 
| 261 | 
         
            +
                                                    Completion: ${{progressData[iso].percent}}%
         
     | 
| 262 | 
         
            +
                                                `);
         
     | 
| 263 | 
         
            +
                                        }}
         
     | 
| 264 | 
         
            +
                                    }})
         
     | 
| 265 | 
         
            +
                                    .on("mousemove", function(event) {{
         
     | 
| 266 | 
         
            +
                                        tooltip.style("left", (event.pageX + 15) + "px")
         
     | 
| 267 | 
         
            +
                                               .style("top", (event.pageY + 15) + "px");
         
     | 
| 268 | 
         
            +
                                    }})
         
     | 
| 269 | 
         
            +
                                    .on("mouseout", function() {{
         
     | 
| 270 | 
         
            +
                                        tooltip.style("opacity", 0);
         
     | 
| 271 | 
         
            +
                                    }});
         
     | 
| 272 | 
         
            +
                                    
         
     | 
| 273 | 
         
            +
                                // Add legend
         
     | 
| 274 | 
         
            +
                                const legendWidth = Math.min(width - 40, 200);
         
     | 
| 275 | 
         
            +
                                const legendHeight = 15;
         
     | 
| 276 | 
         
            +
                                const legendX = width - legendWidth - 20;
         
     | 
| 277 | 
         
            +
                                
         
     | 
| 278 | 
         
            +
                                const legend = svg.append("g")
         
     | 
| 279 | 
         
            +
                                    .attr("class", "legend")
         
     | 
| 280 | 
         
            +
                                    .attr("transform", `translate(${{legendX}}, 30)`);
         
     | 
| 281 | 
         
            +
                                
         
     | 
| 282 | 
         
            +
                                // Create gradient for legend
         
     | 
| 283 | 
         
            +
                                const defs = svg.append("defs");
         
     | 
| 284 | 
         
            +
                                const gradient = defs.append("linearGradient")
         
     | 
| 285 | 
         
            +
                                    .attr("id", "dataGradient")
         
     | 
| 286 | 
         
            +
                                    .attr("x1", "0%")
         
     | 
| 287 | 
         
            +
                                    .attr("y1", "0%")
         
     | 
| 288 | 
         
            +
                                    .attr("x2", "100%")
         
     | 
| 289 | 
         
            +
                                    .attr("y2", "0%");
         
     | 
| 290 | 
         
            +
                                
         
     | 
| 291 | 
         
            +
                                gradient.append("stop")
         
     | 
| 292 | 
         
            +
                                    .attr("offset", "0%")
         
     | 
| 293 | 
         
            +
                                    .attr("stop-color", "#4a1942");
         
     | 
| 294 | 
         
            +
                                
         
     | 
| 295 | 
         
            +
                                gradient.append("stop")
         
     | 
| 296 | 
         
            +
                                    .attr("offset", "100%")
         
     | 
| 297 | 
         
            +
                                    .attr("stop-color", "#f32b7b");
         
     | 
| 298 | 
         
            +
                                
         
     | 
| 299 | 
         
            +
                                // Add legend title
         
     | 
| 300 | 
         
            +
                                legend.append("text")
         
     | 
| 301 | 
         
            +
                                    .attr("x", legendWidth / 2)
         
     | 
| 302 | 
         
            +
                                    .attr("y", -10)
         
     | 
| 303 | 
         
            +
                                    .attr("text-anchor", "middle")
         
     | 
| 304 | 
         
            +
                                    .attr("font-size", "12px")
         
     | 
| 305 | 
         
            +
                                    .text("Annotation Progress");
         
     | 
| 306 | 
         
            +
                                
         
     | 
| 307 | 
         
            +
                                // Add legend rectangle
         
     | 
| 308 | 
         
            +
                                legend.append("rect")
         
     | 
| 309 | 
         
            +
                                    .attr("width", legendWidth)
         
     | 
| 310 | 
         
            +
                                    .attr("height", legendHeight)
         
     | 
| 311 | 
         
            +
                                    .attr("rx", 2)
         
     | 
| 312 | 
         
            +
                                    .attr("ry", 2)
         
     | 
| 313 | 
         
            +
                                    .style("fill", "url(#dataGradient)");
         
     | 
| 314 | 
         
            +
                                
         
     | 
| 315 | 
         
            +
                                // Add legend labels
         
     | 
| 316 | 
         
            +
                                legend.append("text")
         
     | 
| 317 | 
         
            +
                                    .attr("class", "legend-text")
         
     | 
| 318 | 
         
            +
                                    .attr("x", 0)
         
     | 
| 319 | 
         
            +
                                    .attr("y", legendHeight + 15)
         
     | 
| 320 | 
         
            +
                                    .attr("text-anchor", "start")
         
     | 
| 321 | 
         
            +
                                    .text("0%");
         
     | 
| 322 | 
         
            +
                                
         
     | 
| 323 | 
         
            +
                                legend.append("text")
         
     | 
| 324 | 
         
            +
                                    .attr("class", "legend-text")
         
     | 
| 325 | 
         
            +
                                    .attr("x", legendWidth / 2)
         
     | 
| 326 | 
         
            +
                                    .attr("y", legendHeight + 15)
         
     | 
| 327 | 
         
            +
                                    .attr("text-anchor", "middle")
         
     | 
| 328 | 
         
            +
                                    .text("50%");
         
     | 
| 329 | 
         
            +
                                
         
     | 
| 330 | 
         
            +
                                legend.append("text")
         
     | 
| 331 | 
         
            +
                                    .attr("class", "legend-text")
         
     | 
| 332 | 
         
            +
                                    .attr("x", legendWidth)
         
     | 
| 333 | 
         
            +
                                    .attr("y", legendHeight + 15)
         
     | 
| 334 | 
         
            +
                                    .attr("text-anchor", "end")
         
     | 
| 335 | 
         
            +
                                    .text("100%");
         
     | 
| 336 | 
         
            +
                            }});
         
     | 
| 337 | 
         
            +
                            
         
     | 
| 338 | 
         
            +
                        // Handle window resize
         
     | 
| 339 | 
         
            +
                        window.addEventListener('resize', () => {{
         
     | 
| 340 | 
         
            +
                            const width = document.getElementById('map-container').clientWidth;
         
     | 
| 341 | 
         
            +
                            
         
     | 
| 342 | 
         
            +
                            // Update SVG dimensions
         
     | 
| 343 | 
         
            +
                            d3.select("svg")
         
     | 
| 344 | 
         
            +
                                .attr("width", width)
         
     | 
| 345 | 
         
            +
                                .attr("viewBox", `0 0 ${{width}} ${{height}}`);
         
     | 
| 346 | 
         
            +
                            
         
     | 
| 347 | 
         
            +
                            // Update projection
         
     | 
| 348 | 
         
            +
                            projection.scale(width / 5)
         
     | 
| 349 | 
         
            +
                                .translate([width / 2, height / 2]);
         
     | 
| 350 | 
         
            +
                            
         
     | 
| 351 | 
         
            +
                            // Update paths
         
     | 
| 352 | 
         
            +
                            d3.selectAll("path").attr("d", path);
         
     | 
| 353 | 
         
            +
                            
         
     | 
| 354 | 
         
            +
                            // Update legend position
         
     | 
| 355 | 
         
            +
                            const legendWidth = Math.min(width - 40, 200);
         
     | 
| 356 | 
         
            +
                            const legendX = width - legendWidth - 20;
         
     | 
| 357 | 
         
            +
                            
         
     | 
| 358 | 
         
            +
                            d3.select(".legend")
         
     | 
| 359 | 
         
            +
                                .attr("transform", `translate(${{legendX}}, 30)`);
         
     | 
| 360 | 
         
            +
                        }});
         
     | 
| 361 | 
         
            +
                    </script>
         
     | 
| 362 | 
         
            +
                </body>
         
     | 
| 363 | 
         
            +
                </html>
         
     | 
| 364 | 
         
            +
                """
         
     | 
| 365 | 
         
            +
             
     | 
| 366 | 
         
             
            # Create Gradio interface
         
     | 
| 367 | 
         
            +
            with gr.Blocks(theme=gr.themes.Soft(primary_hue="pink", secondary_hue="purple")) as demo:
         
     | 
| 368 | 
         
            +
                argilla_server = client.http_client.base_url if hasattr(client, 'http_client') else "Not connected"
         
     | 
| 369 | 
         
            +
                
         
     | 
| 370 | 
         
            +
                with gr.Row():
         
     | 
| 371 | 
         
            +
                    gr.Markdown(f"""
         
     | 
| 372 | 
         
            +
                    # Argilla Annotation Progress Map
         
     | 
| 373 | 
         
            +
                    
         
     | 
| 374 | 
         
            +
                    ### Connected to Argilla server: {argilla_server}
         
     | 
| 375 | 
         | 
| 376 | 
         
            +
                    This dashboard visualizes annotation progress across Latin America and Spain.
         
     | 
| 377 | 
         
            +
                    The webhook listens for `response.created` events from datasets ending with `_responder_preguntas`.
         
     | 
| 378 | 
         
            +
                    """)
         
     | 
| 379 | 
         
            +
                
         
     | 
| 380 | 
         
            +
                with gr.Row():
         
     | 
| 381 | 
         
            +
                    with gr.Column(scale=2):
         
     | 
| 382 | 
         
            +
                        # Map visualization
         
     | 
| 383 | 
         
            +
                        map_html = gr.HTML(create_map_html(json.dumps(annotation_progress)), label="Annotation Progress Map")
         
     | 
| 384 | 
         
            +
                        
         
     | 
| 385 | 
         
            +
                        # Stats section
         
     | 
| 386 | 
         
            +
                        with gr.Accordion("Overall Statistics", open=False):
         
     | 
| 387 | 
         
            +
                            total_docs = gr.Number(value=0, label="Total Documents Collected")
         
     | 
| 388 | 
         
            +
                            avg_completion = gr.Number(value=0, label="Average Completion (%)")
         
     | 
| 389 | 
         
            +
                            countries_over_50 = gr.Number(value=0, label="Countries Over 50% Complete")
         
     | 
| 390 | 
         | 
| 391 | 
         
            +
                    with gr.Column(scale=1):
         
     | 
| 392 | 
         
            +
                        # Recent events log
         
     | 
| 393 | 
         
            +
                        events_json = gr.JSON(label="Recent Events", value={})
         
     | 
| 394 | 
         
            +
                        
         
     | 
| 395 | 
         
            +
                        # Country details
         
     | 
| 396 | 
         
            +
                        with gr.Accordion("Country Details", open=True):
         
     | 
| 397 | 
         
            +
                            country_selector = gr.Dropdown(
         
     | 
| 398 | 
         
            +
                                choices=[f"{data['name']} ({code})" for code, data in COUNTRY_MAPPING.items()],
         
     | 
| 399 | 
         
            +
                                label="Select Country"
         
     | 
| 400 | 
         
            +
                            )
         
     | 
| 401 | 
         
            +
                            country_progress = gr.JSON(label="Country Progress", value={})
         
     | 
| 402 | 
         
            +
                
         
     | 
| 403 | 
         
            +
                # Functions to update the UI
         
     | 
| 404 | 
         
            +
                def update_map():
         
     | 
| 405 | 
         
            +
                    progress_json = json.dumps(annotation_progress)
         
     | 
| 406 | 
         
            +
                    return create_map_html(progress_json)
         
     | 
| 407 | 
         
            +
                
         
     | 
| 408 | 
         
            +
                def update_stats():
         
     | 
| 409 | 
         
            +
                    total = sum(data["count"] for data in annotation_progress.values())
         
     | 
| 410 | 
         
            +
                    percentages = [data["percent"] for data in annotation_progress.values()]
         
     | 
| 411 | 
         
            +
                    avg = sum(percentages) / len(percentages) if percentages else 0
         
     | 
| 412 | 
         
            +
                    countries_50_plus = sum(1 for p in percentages if p >= 50)
         
     | 
| 413 | 
         | 
| 414 | 
         
            +
                    return total, avg, countries_50_plus
         
     | 
| 415 | 
         
            +
                
         
     | 
| 416 | 
         
            +
                def update_country_details(country_selection):
         
     | 
| 417 | 
         
            +
                    if not country_selection:
         
     | 
| 418 | 
         
            +
                        return {}
         
     | 
| 419 | 
         
            +
                    
         
     | 
| 420 | 
         
            +
                    # Extract the country code from the selection (format: "Country Name (CODE)")
         
     | 
| 421 | 
         
            +
                    code = country_selection.split("(")[-1].replace(")", "").strip()
         
     | 
| 422 | 
         
            +
                    
         
     | 
| 423 | 
         
            +
                    if code in annotation_progress:
         
     | 
| 424 | 
         
            +
                        return annotation_progress[code]
         
     | 
| 425 | 
         
            +
                    return {}
         
     | 
| 426 | 
         
            +
             
     | 
| 427 | 
         
            +
                # Set up event handlers
         
     | 
| 428 | 
         
            +
                event_update = gr.on(
         
     | 
| 429 | 
         
            +
                    triggers=[read_next_event],
         
     | 
| 430 | 
         
            +
                    fn=lambda event: (
         
     | 
| 431 | 
         
            +
                        event,  # Update events JSON
         
     | 
| 432 | 
         
            +
                        update_map() if event.get("event") == "progress_update" else None,  # Update map
         
     | 
| 433 | 
         
            +
                        update_stats() if event.get("event") == "progress_update" else (None, None, None),  # Update stats
         
     | 
| 434 | 
         
            +
                    ),
         
     | 
| 435 | 
         
            +
                    outputs=[events_json, map_html, total_docs, avg_completion, countries_over_50]
         
     | 
| 436 | 
         
            +
                )
         
     | 
| 437 | 
         
            +
                
         
     | 
| 438 | 
         
            +
                country_selector.change(
         
     | 
| 439 | 
         
            +
                    fn=update_country_details,
         
     | 
| 440 | 
         
            +
                    inputs=[country_selector],
         
     | 
| 441 | 
         
            +
                    outputs=[country_progress]
         
     | 
| 442 | 
         
            +
                )
         
     | 
| 443 | 
         
            +
                
         
     | 
| 444 | 
         
            +
                # Update everything every 10 seconds
         
     | 
| 445 | 
         
            +
                gr.Timer(10, active=True).tick(
         
     | 
| 446 | 
         
            +
                    update_map,
         
     | 
| 447 | 
         
            +
                    outputs=[map_html]
         
     | 
| 448 | 
         
            +
                )
         
     | 
| 449 | 
         | 
| 450 | 
         
             
            # Mount the Gradio app to the FastAPI server
         
     | 
| 451 | 
         
             
            gr.mount_gradio_app(server, demo, path="/")
         
     | 
| 
         | 
|
| 453 | 
         
             
            # Start the FastAPI server
         
     | 
| 454 | 
         
             
            if __name__ == "__main__":
         
     | 
| 455 | 
         
             
                import uvicorn
         
     | 
| 456 | 
         
            +
                
         
     | 
| 457 | 
         
            +
                # Initialize with some sample data
         
     | 
| 458 | 
         
            +
                for code in ["MX", "AR", "CO", "ES"]:
         
     | 
| 459 | 
         
            +
                    annotation_progress[code]["count"] = int(annotation_progress[code]["target"] * 0.3)
         
     | 
| 460 | 
         
            +
                    annotation_progress[code]["percent"] = 30
         
     | 
| 461 | 
         
            +
                
         
     | 
| 462 | 
         
            +
                annotation_progress["BR"]["count"] = int(annotation_progress["BR"]["target"] * 0.5)
         
     | 
| 463 | 
         
            +
                annotation_progress["BR"]["percent"] = 50
         
     | 
| 464 | 
         
            +
                
         
     | 
| 465 | 
         
            +
                annotation_progress["CL"]["count"] = int(annotation_progress["CL"]["target"] * 0.7)
         
     | 
| 466 | 
         
            +
                annotation_progress["CL"]["percent"] = 70
         
     | 
| 467 | 
         
            +
                
         
     | 
| 468 | 
         
            +
                # Start the server
         
     | 
| 469 | 
         
             
                uvicorn.run(server, host="0.0.0.0", port=7860)
         
     |