import os import leafmap import solara import ipywidgets as widgets import pandas as pd import geopandas as gpd import tempfile from shapely.geometry import Point event = 'Maui-Hawaii-fires-Aug-23' url = 'https://raw.githubusercontent.com/opengeos/maxar-open-data/master' repo = 'https://github.com/opengeos/maxar-open-data/blob/master/datasets' def get_datasets(): datasets = f'{url}/datasets.csv' df = pd.read_csv(datasets) return df def get_catalogs(name): dataset = f'{url}/datasets/{name}.tsv' basename = os.path.basename(dataset) tempdir = tempfile.gettempdir() tmp_dataset = os.path.join(tempdir, basename) if os.path.exists(tmp_dataset): dataset_df = pd.read_csv(tmp_dataset, sep='\t') else: dataset_df = pd.read_csv(dataset, sep='\t') dataset_df.to_csv(tmp_dataset, sep='\t', index=False) catalog_ids = dataset_df['catalog_id'].unique().tolist() catalog_ids.sort() return catalog_ids def add_widgets(m): datasets = get_datasets()['dataset'].tolist() setattr(m, 'zoom_to_layer', True) style = {"description_width": "initial"} padding = "0px 0px 0px 5px" dataset = widgets.Dropdown( options=datasets, description='Event:', value=event, style=style, layout=widgets.Layout(width="270px", padding=padding), ) catalog_ids = get_catalogs(dataset.value) setattr(m, 'catalog_ids', catalog_ids) image = widgets.Dropdown( value=None, options=m.catalog_ids, description='Image:', style=style, layout=widgets.Layout(width="270px", padding=padding), ) checkbox = widgets.Checkbox( value=True, description='Footprints', style=style, layout=widgets.Layout(width="90px", padding="0px"), ) split = widgets.Checkbox( value=False, description='Split map', style=style, layout=widgets.Layout(width="92px", padding=padding), ) reset = widgets.Checkbox( value=False, description='Reset', style=style, layout=widgets.Layout(width="75px", padding='0px'), ) def reset_map(change): if change.new: image.value = None image.options = m.catalog_ids m.layers = m.layers[:3] m.zoom_to_layer = True reset.value = False reset.observe(reset_map, names='value') def change_dataset(change): default_geojson = f'{url}/datasets/{change.new}_union.geojson' m.layers = m.layers[:2] m.controls = m.controls[:-1] basename = os.path.basename(default_geojson) tempdir = tempfile.gettempdir() tmp_geojson = os.path.join(tempdir, basename) if os.path.exists(tmp_geojson): default_geojson = tmp_geojson else: leafmap.download_file(default_geojson, tmp_geojson, quiet=True) m.add_geojson(default_geojson, layer_name='Footprint', zoom_to_layer=True) setattr(m, 'gdf', gpd.read_file(default_geojson)) image.options = get_catalogs(change.new) dataset.observe(change_dataset, names='value') def change_image(change): if change.new: mosaic = f'{url}/datasets/{dataset.value}/{image.value}.json' m.add_stac_layer(mosaic, name=image.value, fit_bounds=m.zoom_to_layer) image.observe(change_image, names='value') def change_footprint(change): geojson_layer = m.find_layer('Footprint') if change.new: geojson_layer.visible = True else: geojson_layer.visible = False checkbox.observe(change_footprint, names='value') def change_split(change): if change.new: if image.value is not None: left_layer = m.find_layer(image.value) right_layer = m.find_layer('Google Satellite') right_layer.visible = True footprint_layer = m.find_layer('Footprint') footprint_layer.visible = False checkbox.value = False m.split_map( left_layer=left_layer, right_layer=right_layer, add_close_button=True, left_label=image.value, right_label='Google Satellite', ) split.value = False else: left_layer = None split.observe(change_split, names='value') def handle_click(**kwargs): if kwargs.get('type') == 'click': latlon = kwargs.get('coordinates') geometry = Point(latlon[::-1]) selected = m.gdf[m.gdf.intersects(geometry)] setattr(m, 'zoom_to_layer', False) if len(selected) > 0: catalog_ids = selected['catalog_id'].values.tolist() if len(catalog_ids) > 1: image.options = catalog_ids image.value = catalog_ids[0] else: image.value = None m.on_interaction(handle_click) box = widgets.VBox([dataset, image, widgets.HBox([checkbox, split, reset])]) m.add_widget(box, position='topright', add_header=False) zoom = solara.reactive(2) center = solara.reactive((20, 0)) class Map(leafmap.Map): def __init__(self, **kwargs): kwargs['toolbar_control'] = False super().__init__(**kwargs) basemap = { "url": "https://mt1.google.com/vt/lyrs=s&x={x}&y={y}&z={z}", "attribution": "Google", "name": "Google Satellite", } self.add_tile_layer(**basemap, shown=False) self.add_layer_manager(opened=False) add_widgets(self) default_geojson = f'{url}/datasets/{event}_union.geojson' basename = os.path.basename(default_geojson) tempdir = tempfile.gettempdir() tmp_geojson = os.path.join(tempdir, basename) if os.path.exists(tmp_geojson): default_geojson = tmp_geojson else: leafmap.download_file(default_geojson, tmp_geojson, quiet=True) self.add_geojson(default_geojson, layer_name='Footprint', zoom_to_layer=True) setattr(self, 'gdf', gpd.read_file(default_geojson)) @solara.component def Page(): with solara.Column(style={"min-width": "500px"}): # solara components support reactive variables # solara.SliderInt(label="Zoom level", value=zoom, min=1, max=20) # using 3rd party widget library require wiring up the events manually # using zoom.value and zoom.set Map.element( # type: ignore zoom=zoom.value, on_zoom=zoom.set, center=center.value, on_center=center.set, scroll_wheel_zoom=True, toolbar_ctrl=False, data_ctrl=False, height="780px", ) solara.Text(f"Center: {center.value}") solara.Text(f"Zoom: {zoom.value}")