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Build interactive 3D terrain HTML scenes from DEMs, rasters, vectors, and configurable map styles.

Project description

Piece of Cake

PyPI package | GitHub release

Piece of Cake builds interactive 3D terrain scenes from DEMs, rasters, vectors, and configurable geospatial styles.

It is deliberately focused on the 3D model. Give it a DEM and optional layers, then export a clickable HTML file or display it in a Jupyter/Colab notebook.

What It Does

  • Builds Plotly-based 3D terrain from a DEM.
  • Drapes custom raster layers on the terrain.
  • Draws vector overlays from GeoPackages, shapefiles, GeoJSON, or other GeoPandas-readable formats.
  • Lets users toggle click-capture for latitude, longitude, and elevation.
  • Lets users change vertical exaggeration inside the HTML viewer.
  • Fetches and drapes ESA WorldCover land-cover classes for the selected extent.
  • Exports standalone HTML.
  • Supports custom style profiles for unknown layers.
  • Helps inspect unknown raster/vector layers before styling them.
  • Can fetch DEMs from configured provider sources such as OpenTopography.

Install

For the lightweight core:

pip install piece-of-cake-terrain

For geospatial raster/vector IO:

pip install "piece-of-cake-terrain[geo]"

For YAML source configs and provider-backed DEM download:

pip install "piece-of-cake-terrain[geo,providers]"

For notebook display:

pip install "piece-of-cake-terrain[geo,notebook]"

For place-name lookup:

pip install "piece-of-cake-terrain[geo,places]"

From GitHub source:

pip install "piece-of-cake-terrain[geo,places,providers] @ git+https://github.com/WhatsThisClint/piece-of-cake.git@v0.1.5"

For an isolated terminal command:

pipx install "piece-of-cake-terrain[geo,places]"

With uv:

uv tool install piece-of-cake-terrain --with rasterio --with geopandas --with pyproj --with shapely --with geopy --with PyYAML

Quick Start

from piece_of_cake import TerrainScene

scene = TerrainScene.from_dem(
    "data/dem.tif",
    bounds=(76.1, 18.0, 76.4, 18.3),
    title="Dharashiv Terrain",
)

scene.add_raster(
    "Tree Canopy",
    "data/tree_canopy.tif",
    style={
        "type": "continuous",
        "label": "Tree canopy (%)",
        "cmap": "Greens",
        "opacity": 0.65,
    },
)

scene.to_html("dharashiv_terrain.html")

From the terminal:

piece-of-cake render --dem data/dem.tif --out dharashiv_terrain.html --title "Dharashiv Terrain"

You can also start from a place name when the optional places extra is installed:

scene = TerrainScene.from_place("Dharashiv, Maharashtra, India")
scene.add_dem(path="data/dem.tif")
scene.to_html("dharashiv_terrain.html")

Unknown Custom Layers

Piece of Cake does not assume what a custom layer means. Inspect it first:

from piece_of_cake import inspect_raster, inspect_vector

inspect_raster("custom_tree_canopy.tif")
inspect_vector("villages.gpkg")

For a GeoPackage with many columns, choose the column explicitly:

scene.add_vector(
    "SC/ST share",
    "villages.gpkg",
    column="sc_st_pct",
    label_column="village_name",
    hover_fields=["village_name", "population", "sc_st_pct"],
    style={
        "type": "continuous",
        "cmap": "Reds",
        "opacity": 0.55,
    },
)

DEM Sources

Piece of Cake supports local DEM files, custom provider hooks, and configured provider sources such as OpenTopography.

scene = TerrainScene.from_bbox(76.1, 18.0, 76.4, 18.3)
scene.add_dem(path="/content/drive/MyDrive/DEM/India.tif")

Fetch a DEM automatically from OpenTopography:

scene = TerrainScene.from_bbox(76.1, 18.0, 76.4, 18.3)
scene.add_dem(source="opentopography", width=500)
scene.to_html("terrain.html")

In JupyterLab or Colab, prompt for the OpenTopography key without showing it:

from piece_of_cake import setup_opentopography_key

setup_opentopography_key()

The prompt includes a direct link to the MyOpenTopo dashboard, where users can sign in, click Get an API Key, and then click Request API key. This stores the key only in the current Python session.

Add ESA WorldCover land cover over the same extent:

scene.add_worldcover(opacity=0.55)
scene.show()

year="latest" currently resolves to ESA WorldCover 2021 v200, the newest WorldCover map release available from ESA.

Use an IHEWAcollect-style YAML config for accounts and named sources:

accounts:
  opentopography:
    api_key_env: OPENTOPOGRAPHY_API_KEY

default_dem: opentopography_cop30

sources:
  opentopography_cop30:
    provider: opentopography
    dem_type: COP30
    cache_dir: .piece-of-cake/cache
scene.add_dem(source="auto", config="sources.yml")

Or plug in your own provider:

scene.add_dem(provider=my_dem_provider)

See docs/providers.md.

Beginner Course

A self-contained Jupyter course is available in course/. It includes 15 beginner-friendly notebooks covering DEM terrain, HTML export, bounding boxes, DEM providers, raster drapes, custom styling, vector overlays, and a mini diagnosis dashboard. The notebooks use synthetic local data and do not require Drive files or public data downloads.

Terminal Commands

piece-of-cake --help
piece-of-cake render --dem data/dem.tif --out terrain.html
piece-of-cake inspect-raster custom_tree_canopy.tif
piece-of-cake inspect-vector villages.gpkg

If Windows cannot find piece-of-cake because Python's Scripts folder is not on PATH, use:

python -m piece_of_cake --help

See docs/cli.md.

PyPI Publishing

The package is published on PyPI as piece-of-cake-terrain. Publishing uses GitHub Actions and PyPI Trusted Publishing; see docs/publishing.md.

Citation

If you use Piece of Cake in research, reports, or public-facing tools, please cite it using the metadata in CITATION.cff.

License

MIT. See LICENSE.

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