map_visualization.py

"""
map_visualization.py - Interactive Map Visualization with Folium
"""

import folium
from folium import plugins
import pandas as pd
from typing import List, Dict, Optional
from datetime import datetime


class DogMapVisualizer:
    def __init__(self, default_location: List[float] = [38.9637, 35.2433]):
        self.default_location = default_location
        self.default_zoom = 13
        
        print(f"✅ Map Visualizer initialized")
        print(f"   Default location: {default_location}")
    
    def create_map(self, dogs_data: List[Dict]) -> Optional[str]:
        if not dogs_data:
            return self._create_empty_map()
        
        center_lat = sum(dog['latitude'] for dog in dogs_data) / len(dogs_data)
        center_lon = sum(dog['longitude'] for dog in dogs_data) / len(dogs_data)
        
        map_obj = folium.Map(
            location=[center_lat, center_lon],
            zoom_start=self.default_zoom,
            tiles='OpenStreetMap'
        )
        
        self.add_markers(map_obj, dogs_data)
        self._add_plugins(map_obj)
        
        map_html = map_obj._repr_html_()
        
        return map_html
    
    def _create_empty_map(self) -> str:
        map_obj = folium.Map(
            location=self.default_location,
            zoom_start=self.default_zoom,
            tiles='OpenStreetMap'
        )
        
        folium.Marker(
            location=self.default_location,
            popup="No dogs with location data yet",
            icon=folium.Icon(color='gray', icon='info-sign')
        ).add_to(map_obj)
        
        return map_obj._repr_html_()
    
    def add_markers(self, map_obj: folium.Map, dogs: List[Dict]):
        for dog in dogs:
            lat = dog['latitude']
            lon = dog['longitude']
            
            color = self.get_marker_color(dog.get('health_score'))
            popup_content = self.create_popup(dog)
            
            folium.Marker(
                location=[lat, lon],
                popup=folium.Popup(popup_content, max_width=300),
                tooltip=dog['name'],
                icon=folium.Icon(
                    color=color,
                    icon='info-sign',
                    prefix='glyphicon'
                )
            ).add_to(map_obj)
    
    def create_popup(self, dog_info: Dict) -> str:
        dog_id = dog_info['dog_id']
        name = dog_info['name']
        last_seen = dog_info.get('last_seen', 'Unknown')
        sightings = dog_info.get('total_sightings', 0)
        health_score = dog_info.get('health_score')
        health_status = dog_info.get('health_status')
        
        html = f"""
        <div style='font-family: Arial, sans-serif; min-width: 200px;'>
            <h4 style='margin: 0 0 10px 0; color: #228be6;'>{name}</h4>
            <table style='width: 100%; border-collapse: collapse;'>
                <tr>
                    <td style='padding: 3px 0;'><b>ID:</b></td>
                    <td style='padding: 3px 0;'>#{dog_id}</td>
                </tr>
                <tr>
                    <td style='padding: 3px 0;'><b>Last Seen:</b></td>
                    <td style='padding: 3px 0;'>{last_seen}</td>
                </tr>
                <tr>
                    <td style='padding: 3px 0;'><b>Sightings:</b></td>
                    <td style='padding: 3px 0;'>{sightings}</td>
                </tr>
        """
        
        if health_score is not None:
            html += f"""
                <tr>
                    <td style='padding: 3px 0;'><b>Health Score:</b></td>
                    <td style='padding: 3px 0;'>{health_score:.1f}/10</td>
                </tr>
            """
        
        if health_status:
            status_color = {
                'Healthy': '#51cf66',
                'Monitor': '#ffd43b',
                'Concern': '#ff6b6b'
            }.get(health_status, '#868e96')
            
            html += f"""
                <tr>
                    <td style='padding: 3px 0;'><b>Status:</b></td>
                    <td style='padding: 3px 0; color: {status_color}; font-weight: bold;'>
                        {health_status}
                    </td>
                </tr>
            """
        
        html += """
            </table>
        </div>
        """
        
        return html
    
    def get_marker_color(self, health_score: Optional[float] = None) -> str:
        return 'blue'
    
    def _add_plugins(self, map_obj: folium.Map):
        plugins.Fullscreen(
            position='topright',
            title='Expand map',
            title_cancel='Exit fullscreen',
            force_separate_button=True
        ).add_to(map_obj)
        
        plugins.MeasureControl(
            position='topleft',
            primary_length_unit='meters',
            secondary_length_unit='kilometers',
            primary_area_unit='sqmeters',
            secondary_area_unit='hectares'
        ).add_to(map_obj)
    
    def create_heatmap(self, dogs_data: List[Dict]) -> Optional[str]:
        if not dogs_data:
            return self._create_empty_map()
        
        center_lat = sum(dog['latitude'] for dog in dogs_data) / len(dogs_data)
        center_lon = sum(dog['longitude'] for dog in dogs_data) / len(dogs_data)
        
        map_obj = folium.Map(
            location=[center_lat, center_lon],
            zoom_start=self.default_zoom,
            tiles='OpenStreetMap'
        )
        
        heat_data = [[dog['latitude'], dog['longitude']] for dog in dogs_data]
        
        plugins.HeatMap(heat_data).add_to(map_obj)
        self._add_plugins(map_obj)
        
        return map_obj._repr_html_()
    
    def create_cluster_map(self, dogs_data: List[Dict]) -> Optional[str]:
        if not dogs_data:
            return self._create_empty_map()
        
        center_lat = sum(dog['latitude'] for dog in dogs_data) / len(dogs_data)
        center_lon = sum(dog['longitude'] for dog in dogs_data) / len(dogs_data)
        
        map_obj = folium.Map(
            location=[center_lat, center_lon],
            zoom_start=self.default_zoom,
            tiles='OpenStreetMap'
        )
        
        marker_cluster = plugins.MarkerCluster().add_to(map_obj)
        
        for dog in dogs_data:
            lat = dog['latitude']
            lon = dog['longitude']
            popup_content = self.create_popup(dog)
            
            folium.Marker(
                location=[lat, lon],
                popup=folium.Popup(popup_content, max_width=300),
                tooltip=dog['name']
            ).add_to(marker_cluster)
        
        self._add_plugins(map_obj)
        
        return map_obj._repr_html_()