makesurface 0.2.5dev

makesurface ``cool-tools``
==========================

Raster --> vector surface creation tools in python

Installation
------------

From GitHub:
~~~~~~~~~~~~

``pip install -e git+git@github.com:mapbox/make-surface.git#egg=makesurface``

From PyPI
~~~~~~~~~

``pip install makesurface --pre``

Manual
~~~~~~

1. Install dependencies:

'click>=3.0', 'fiona', 'numpy', 'rasterio', 'shapely', 'scipy',
'mercantile', 'pyproj'

2. Clone this repo:

:console:``git clone git@github.com:mapbox/make-surface.git``

3. cd into :console:``make-surface`` then ``pip install -e .``

Usage - Vectorize
-----------------

``makesurface vectorize <input raster> <output shapefile> [OPTIONS]``

Takes an input raster, and converts into a stacked shapefile. Sort of
like ``gdal polygonize`` with more control, optimized for vector tiles.
Also can print out a CartoCSS template for stylizing (one style for each
class).

Arguments

``<input raster>`` \| Input single-band raster to class and vectorize

``<output shapefile>`` \| Output shapefile to create - output will be
"stacked", with lower values including areas of higher values

Options:

+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| Shortcode | Option | Type | Description | Default |
+==================+===============+===============================+=================================================================================================+======================+
| -b | --bidx | INTEGER | Input band to vectorize. | 1 |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -cl | --classes | TEXT | Number of output classes, OR "all" for rounded input values (ignored if class file specified) | 10 |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -cf | --classfile | TEXT | One-line CSV of break values | None |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -w | --weight | FLOAT | Weighting between equal interval and quantile breaks | 1 / equal interval |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -s | --smoothing | INTEGER | Value by which to zoom and smooth the data | None |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -n | --nodata | TEXT | Manually defined nodata value - can be any number or "min" | None |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -ov | --outvar | TEXT | Name of output variable | 'value' |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -set | --setnodata | FLOAT | Value to set nodata to (eg, if nodata / masked, set pixel to this value) | None |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -c | --carto | BOOLEAN | Flag to print out cartocss | False |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -ni | --nibble | BOOLEAN | Expand mask by 1 pixel | False |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| --axonometrize | FLOAT | EXPERIMENTAL | False |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| -ns | --nosimple | BOOLEAN | Don't simplify polygons | False |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+
| --help | | Show this message and exit. |
+------------------+---------------+-------------------------------+-------------------------------------------------------------------------------------------------+----------------------+

Usage - Triangulate
-------------------

``makesurface triangulate <ZOOM> [OPTIONS]``

Creates an empty triangular lattice: |image0|

Arguments: ``<ZOOM>`` Zoom level tile size to create triangular lattice
at (where triangle size == tile size at zoom)

+------------+--------+-------------------------------------------------+
| Option | Type | Description |
+============+========+=================================================+
| --bbox | TEXT | Bounding Box ("w s e n") to create lattice in |
+------------+--------+-------------------------------------------------+
| --tile | TEXT | Tile ("x y z") to create lattice in |
+------------+--------+-------------------------------------------------+
| --output | TEXT | File to write to (.geojson) |
+------------+--------+-------------------------------------------------+
| --help | | Show this message and exit. |
+------------+--------+-------------------------------------------------+

Usage - fillfacets
------------------

``makesurface fillfacets [OPTIONS] <INFILE> <SAMPLERASTER>``

Use GeoJSON-like triangle geometry to get average regional raster value
for that geometry

+-------------+-----------+------------------------------------------------------------------------------------------------+
| Option | Type | Description |
+=============+===========+================================================================================================+
| --output | TEXT | Write output to .json [default - print to stdout] |
+-------------+-----------+------------------------------------------------------------------------------------------------+
| --zooming | INTEGER | Manual upsampling of raster for sampling [Default = upsampling by estimated polygon density] |
+-------------+-----------+------------------------------------------------------------------------------------------------+
| --help | | Show this message and exit. |
+-------------+-----------+------------------------------------------------------------------------------------------------+

.. |image0| image:: https://cloud.githubusercontent.com/assets/5084513/5363377/79925be8-7f90-11e4-8cd0-86705600b983.png