diff --git a/ohsome_quality_api/indicators/building_comparison/indicator.py b/ohsome_quality_api/indicators/building_comparison/indicator.py index c1efee7df..b21a8b1a4 100644 --- a/ohsome_quality_api/indicators/building_comparison/indicator.py +++ b/ohsome_quality_api/indicators/building_comparison/indicator.py @@ -2,7 +2,8 @@ from string import Template import geojson -import plotly.graph_objects as pgo +import plotly.express as px +import plotly.subplots as sp from dateutil import parser from geojson import Feature, MultiPolygon, Polygon from numpy import mean @@ -111,33 +112,90 @@ def calculate(self) -> None: def create_figure(self) -> None: if self.result.label == "undefined" and self.check_major_edge_cases(): - logging.info("Result is undefined. Skipping figure creation.") - return - fig = pgo.Figure() - fig.add_trace( - pgo.Bar( - name="OSM", - x=["OSM"], - y=[round(self.area_osm, 2)], - marker_color=Color.GREEN.value, + logging.info( + "Result is undefined and major edge case is present. " + + "Skipping figure creation." ) + return + + fig = sp.make_subplots( + rows=1, + cols=2, + subplot_titles=("Area", "Coverage"), + specs=[[{"type": "xy"}, {"type": "mapbox"}]], ) - for name, area in self.area_references.items(): - fig.add_trace( - pgo.Bar( - name=name, - x=[name], - y=[round(area, 2)], - marker_color=Color.PURPLE.value, - ) - ) - fig.update_layout(title_text=("Building Comparison"), showlegend=True) - fig.update_yaxes(title_text="Building Area [km²]") - fig.update_xaxes(title_text="Datasets") + x_list = ["OSM"] + y_list = [round(self.area_osm, 2)] + for reference_set in ["EUBUCCO"]: + x_list.append(reference_set) + y_list.append(round(self.area_references[reference_set], 2)) + + color_list = [Color.RED.value, Color.BLUE.value] + trace1 = px.bar( + x=x_list, + y=y_list, + color=x_list, + color_discrete_sequence=color_list, + ) + + coords = self.feature["geometry"]["coordinates"] + if self.feature["geometry"]["type"] == "Polygon": + coords = [coords] + lon = [ + innermost[0] + for outermost in coords + for inner in outermost + for innermost in inner + ] + lat = [ + innermost[1] + for outermost in coords + for inner in outermost + for innermost in inner + ] + trace2 = px.choropleth_mapbox( + {"name": [self.feature["properties"]["name"]], "area": self.area_osm}, + geojson=self.feature, + locations="name", + featureidkey="properties.name", + color=[self.coverage["EUBUCCO"]], + color_continuous_scale="Viridis", + range_color=(0, 1), + ) + # Create a custom hover template + hover_template = "Name: %{location}
EUBUCCO Coverage: %{z}
" + trace2.update_traces(hovertemplate=hover_template) + + # + for trace, col in zip([trace1, trace2], range(1, 3)): + for data in trace.data: + fig.add_trace(data, row=1, col=col) + + fig.update_layout( + mapbox_style="open-street-map", + mapbox_bounds={ + "west": min(lon) - 0.5, + "east": max(lon) + 0.5, + "south": min(lat) - 0.5, + "north": max(lat) + 0.5, + }, + showlegend=False, + coloraxis=dict(showscale=False), + ) + fig.update( + layout_coloraxis_showscale=False, + ) raw = fig.to_dict() raw["layout"].pop("template") # remove boilerplate + for i in range(len(raw["data"])): + if i < (len(raw["data"]) - 1): + raw["data"][i]["x"] = raw["data"][i]["x"].tolist() + raw["data"][i]["y"] = raw["data"][i]["y"].tolist() + else: + raw["data"][i]["z"] = raw["data"][i]["z"].tolist() + raw["data"][i]["locations"] = raw["data"][i]["locations"].tolist() self.result.figure = raw def check_major_edge_cases(self) -> bool: diff --git a/poetry.lock b/poetry.lock index c8cdbe6b5..b0e3f3452 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. 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