"""Check the app's figure without a browser: trace structure, palette, axes.""" import umap_app as app PALETTE = set(app.THEMES["light"]["series"] + app.THEMES["dark"]["series"] + [app.THEMES["light"]["other"], app.THEMES["dark"]["other"], app.THEMES["light"]["grid"], app.THEMES["dark"]["grid"]]) df = app.load_nodes() print(f"nodes {len(df):,} · coords x[{df.x.min():.1f},{df.x.max():.1f}] " f"y[{df.y.min():.1f},{df.y.max():.1f}]") CASES = { "top 3, light": dict(mode="light"), "top 3, dark": dict(mode="dark"), "highlight Homo sapiens": dict(highlight="Homo sapiens"), "restrict to 2 species": dict(shown=("Bos taurus", "Mus musculus")), "colour by tissue1": dict(group_by="tissue1"), } for name, kwargs in CASES.items(): fig, visible = app.build_figure(df, **kwargs) hues = {t.marker.color for t in fig.data} drawn = sum(len(t.x) for t in fig.data) coloured = sum(len(t.x) for t in fig.data if t.marker.color not in (app.THEMES["light"]["other"], app.THEMES["dark"]["other"], app.THEMES["light"]["grid"], app.THEMES["dark"]["grid"])) assert hues <= PALETTE, f"{name}: off-palette colour {hues - PALETTE}" assert drawn == len(df), f"{name}: {drawn} points drawn, expected {len(df)}" assert len([t for t in fig.data if t.showlegend is not False]) <= 4 assert fig.layout.xaxis.visible is False and fig.layout.yaxis.visible is False assert fig.layout.xaxis.scaleanchor == "y", "aspect ratio not locked" assert all("customdata" in t.hovertemplate for t in fig.data) print(f"\n{name}") print(f" traces {len(fig.data)} · all {drawn:,} nodes drawn · " f"{coloured:,} in a series hue") for t in fig.data: print(f" {(t.name or '—'):<34} {len(t.x):>7,} {t.marker.color}") print("\nall figure checks passed: palette clean, every node drawn, " "axes hidden, aspect locked, hover wired")