Weather Integration

# Create a weather layer
weather_layer = client.layers.create_layer(
    name="My Weather Layer",
    type="wl:RasterLayer",  # or "wl:ParticleLayer", "wl:IsolineLayer"
    weather_model_id="ECMWF_IFS",  # See available models below
    variable="WindSpeed",  # See available variables below
    altitude=10,  # See available altitudes below
    run_hour=12,  # Required for forecast models
    run_day="2025-01-15",  # Required for forecast models
    deckgl_props={
        "opacity": 0.7
    }
)

# Create a historical weather layer (no run parameters needed)
historical_layer = client.layers.create_layer(
    name="Historical Wind Data",
    type="wl:RasterLayer",
    weather_model_id="ERA5",
    variable="WindSpeed",
    altitude=10,
    deckgl_props={
        "opacity": 0.6
    }
)

# Raster layer configuration
raster_layer = client.layers.create_layer(
    name="Wind Speed Raster",
    type="wl:RasterLayer",
    weather_model_id="ECMWF_IFS",
    variable="WindSpeed",
    altitude=10,
    run_hour=12,
    run_day="2025-01-15",
    deckgl_props={
        "opacity": 0.7
    }
)

# Isoline layer configuration
isoline_layer = client.layers.create_layer(
    name="Pressure Isolines",
    type="wl:IsolineLayer",
    weather_model_id="ECMWF_IFS",
    variable="Pressure",
    altitude=0,
    run_hour=12,
    run_day="2025-01-15",
    deckgl_props={
        "opacity": 0.8
    }
)

# Particle layer configuration
particle_layer = client.layers.create_layer(
    name="Wind Direction Particles",
    type="wl:ParticleLayer",
    weather_model_id="ECMWF_IFS",
    variable="WindSpeed",
    altitude=10,
    run_hour=12,
    run_day="2025-01-15",
    deckgl_props={
        "opacity": 0.6
    }
)

# Create a map component with weather layers
weather_map_component = client.components.create_map(
    name="Wind Speed Forecast",
    config=MapConfig(
        latitude=55.2,
        longitude=3.5,
        zoom=6,
        map_style="mapbox://styles/mapbox/satellite-v9"
    ),
    layer_ids=[wind_speed_layer.id]  # Unified layer_ids array
)

# Map component with multiple weather layers
multi_weather_map = client.components.create_map(
    name="Comprehensive Weather View",
    config=MapConfig(
        latitude=55.2,
        longitude=3.5,
        zoom=6,
        map_style="mapbox://styles/mapbox/satellite-v9"
    ),
    layer_ids=[
        wind_speed_layer.id,
        temperature_layer.id,
        precipitation_layer.id
    ]  # All layers in unified array
)

# Create map and weather layers
wind_turbines_layer = client.layers.create_layer(
    name="Wind Turbines",
    type="ScatterPlotLayer",
    dataset_id=geospatial_dataset.id,
    deckgl_props={"radiusScale": 1000, "getFillColor": [0, 255, 0]}
)

wind_speed_layer = client.layers.create_layer(
    name="Wind Speed",
    type="wl:RasterLayer",
    weather_model_id="ECMWF_IFS",
    variable="WindSpeed",
    altitude=10,
    run_hour=12,
    run_day="2025-01-15"
)

# Combine both in a single map component
combined_map = client.components.create_map(
    name="Wind Farm with Weather",
    config={"latitude": 55.2, "longitude": 3.5, "zoom": 6},
    layer_ids=[wind_turbines_layer.id, wind_speed_layer.id]  # Both types in one array
)

# Create a new weather layer
weather_layer = client.layers.create_layer(
    name="My Weather Layer",
    type="wl:RasterLayer",
    weather_model_id="ECMWF_IFS",
    variable="WindSpeed",
    altitude=10,
    run_hour=12,
    run_day="2025-01-15",
    deckgl_props={
        "opacity": 0.7
    }
)

# Update weather layer properties (all parameters required)
updated_layer = client.layers.update_layer(
    layer_id,
    name="Updated Weather Layer",
    type="wl:RasterLayer",  # Required
    weather_model_id="ECMWF_IFS",  # Required
    variable="WindSpeed",  # Required
    altitude=10,  # Required
    deckgl_props={
        "opacity": 0.8
    }
)

# Get all layers (both map and weather)
all_layers = client.layers.list_layers()

# Filter to get only weather layers
weather_layers = [layer for layer in all_layers if layer.type.startswith('wl:')]

# Get a specific layer
weather_layer = client.layers.get_layer(layer_id)

# Delete a weather layer (use with caution!)
client.layers.delete_layer(layer_id)