def _show_plotly()

in src/text_clustering.py [0:0]

• 32 lines of code
• 3 McCabe index (conditional complexity)

    def _show_plotly(self, df):
        fig = px.scatter(
            df,
            x="X",
            y="Y",
            color="labels",
            hover_data={"content_display": True, "X": False, "Y": False},
            width=1600,
            height=800,
            color_continuous_scale="HSV",
        )

        fig.update_traces(hovertemplate="%{customdata[0]}<extra></extra>")

        fig.update_traces(
            marker=dict(size=1, opacity=0.8),  # color="white"
            selector=dict(mode="markers"),
        )

        fig.update_layout(
            template="plotly_dark",
        )

        # show cluster summaries
        for label in self.cluster_summaries.keys():
            if label == -1:
                continue
            summary = self.cluster_summaries[label]
            position = self.cluster_centers[label]

            fig.add_annotation(
                x=position[0],
                y=position[1],
                text=summary,
                showarrow=False,
                yshift=0,
            )

        fig.show()