Create vector datasets from raster surfaces
Project description
makesurface ``cool-tools``
==========================
A few basic surface creation routines using (primarily) `rasterio <https://github.com/mapbox/rasterio>`_, `fiona <https://github.com/Toblerity/Fiona>`_, and `shapely <https://github.com/Toblerity/shapely>`_
.. role:: console(code)
:language: console
Installation
------------
1. Install dependencies:
- :console:`rasterio`
- :console:`fiona`
- :console:`shapely`
- :console:`scipy`
2. Clone this repo:
:console:`git clone git@github.com:mapbox/make-surface.git`
3. CD into :console:`make-surface` then `pip install -e .`
Alternatively, install straight from GitHub:
.. code-block:: bash
pip install -e git+git@github.com:mapbox/make-surface.git#egg=makesurface
Or, install from PyPI
.. code-block:: bash
pip install makesurface --pre
Usage - Vectorize
-----------------
:console:`makesurface vectorize <input raster> <output shapefile> [OPTIONS]`
Takes an input raster, and converts into a stacked shapefile. Sort of like :console:`gdal polygonize` with more control. Also prints out a cartocss template for stylizing (one style for each class).
Turns this:
.. image:: https://cloud.githubusercontent.com/assets/5084513/5039999/fb1a75f4-6b5b-11e4-9cf8-888ace189c8c.png
Into this:
.. image:: https://cloud.githubusercontent.com/assets/5084513/5040006/29fe36c6-6b5c-11e4-8ad5-07c3edb6c66c.png
Arguments
* :console:`<input raster>` Input single-band raster to class and vectorize
* :console:`<output shapefile>` Output shapefile to create - output will be "stacked", with lower values including areas of higher values
Options:
* :console:`-b, --band TEXT` Input band to vectorize. Can be a number, or a band name [default = 1]
* :console:`-cl, --classes TEXT` Number of output classes, OR "all" for rounded input values (ignored if class file specified) [default = 10]
* :console:`-cf, --classfile TEXT` One-line CSV of break values [default = None]
* :console:`-w, --weight INTEGER` Weighting between equal interval and quantile breaks [default = 1 / equal interval]
* :console:`-s, --smoothing INTEGER` Value by which to zoom and smooth the data [default = None]
* :console:`-nd, --nodata TEXT` Manually defined nodata value - can be any number or "min" [default = None]
* :console:`-set, --setnodata FLOAT` Value to set nodata to (eg, if nodata / masked, set pixel to this value) [default = None]
* :console:`-c, --carto`
* :console:`-n, --nibble` Expand mask by 1 pixel
* :console:`-g, --globewrap` Flag for processing of 0 - 360 grib2 rasters
* :console:`-rf, --rapfix TEXT Rap Mask - Use only for fixing RAP.grib2s
* :console:`--axonometrize FLOAT` EXPERIMENTAL
* :console:`-ns, --nosimple`
* :console:`--help` Show this message and exit.
Usage - Triangulate
-------------------
:console:`makesurface triangulate <zoom> [OPTIONS]`
Creates an empty triangular lattice:
.. image:: https://cloud.githubusercontent.com/assets/5084513/5363377/79925be8-7f90-11e4-8cd0-86705600b983.png
Arguments:
* :console: `<zoom>` Zoom level tile size to create triangular lattice at (where triangle size == tile size at zoom)
Options:
* :console:`--bbox TEXT` Bounding Box ("w s e n") to create lattice in
* :console:`--tile TEXT` Tile ("x y z") to create lattice in
* :console:`--output TEXT` File to write to (.geojson)
* :console:`--help` Show this message and exit.
Usage - fillfacets
------------------
.. code-block:: bash
makesurface fillfacets [OPTIONS] INFILE SAMPLERASTER
Use GeoJSON-like geometry to get raster values
Options:
--output TEXT Write output to .json [default - print to stdout]
--zooming INTEGER Manual upsampling of raster for sampling [Default =
upsampling by estimated polygon density]
-g, --globewrap Flag for processing of 0 - 360 grib2 rasters
--help Show this message and exit.
==========================
A few basic surface creation routines using (primarily) `rasterio <https://github.com/mapbox/rasterio>`_, `fiona <https://github.com/Toblerity/Fiona>`_, and `shapely <https://github.com/Toblerity/shapely>`_
.. role:: console(code)
:language: console
Installation
------------
1. Install dependencies:
- :console:`rasterio`
- :console:`fiona`
- :console:`shapely`
- :console:`scipy`
2. Clone this repo:
:console:`git clone git@github.com:mapbox/make-surface.git`
3. CD into :console:`make-surface` then `pip install -e .`
Alternatively, install straight from GitHub:
.. code-block:: bash
pip install -e git+git@github.com:mapbox/make-surface.git#egg=makesurface
Or, install from PyPI
.. code-block:: bash
pip install makesurface --pre
Usage - Vectorize
-----------------
:console:`makesurface vectorize <input raster> <output shapefile> [OPTIONS]`
Takes an input raster, and converts into a stacked shapefile. Sort of like :console:`gdal polygonize` with more control. Also prints out a cartocss template for stylizing (one style for each class).
Turns this:
.. image:: https://cloud.githubusercontent.com/assets/5084513/5039999/fb1a75f4-6b5b-11e4-9cf8-888ace189c8c.png
Into this:
.. image:: https://cloud.githubusercontent.com/assets/5084513/5040006/29fe36c6-6b5c-11e4-8ad5-07c3edb6c66c.png
Arguments
* :console:`<input raster>` Input single-band raster to class and vectorize
* :console:`<output shapefile>` Output shapefile to create - output will be "stacked", with lower values including areas of higher values
Options:
* :console:`-b, --band TEXT` Input band to vectorize. Can be a number, or a band name [default = 1]
* :console:`-cl, --classes TEXT` Number of output classes, OR "all" for rounded input values (ignored if class file specified) [default = 10]
* :console:`-cf, --classfile TEXT` One-line CSV of break values [default = None]
* :console:`-w, --weight INTEGER` Weighting between equal interval and quantile breaks [default = 1 / equal interval]
* :console:`-s, --smoothing INTEGER` Value by which to zoom and smooth the data [default = None]
* :console:`-nd, --nodata TEXT` Manually defined nodata value - can be any number or "min" [default = None]
* :console:`-set, --setnodata FLOAT` Value to set nodata to (eg, if nodata / masked, set pixel to this value) [default = None]
* :console:`-c, --carto`
* :console:`-n, --nibble` Expand mask by 1 pixel
* :console:`-g, --globewrap` Flag for processing of 0 - 360 grib2 rasters
* :console:`-rf, --rapfix TEXT Rap Mask - Use only for fixing RAP.grib2s
* :console:`--axonometrize FLOAT` EXPERIMENTAL
* :console:`-ns, --nosimple`
* :console:`--help` Show this message and exit.
Usage - Triangulate
-------------------
:console:`makesurface triangulate <zoom> [OPTIONS]`
Creates an empty triangular lattice:
.. image:: https://cloud.githubusercontent.com/assets/5084513/5363377/79925be8-7f90-11e4-8cd0-86705600b983.png
Arguments:
* :console: `<zoom>` Zoom level tile size to create triangular lattice at (where triangle size == tile size at zoom)
Options:
* :console:`--bbox TEXT` Bounding Box ("w s e n") to create lattice in
* :console:`--tile TEXT` Tile ("x y z") to create lattice in
* :console:`--output TEXT` File to write to (.geojson)
* :console:`--help` Show this message and exit.
Usage - fillfacets
------------------
.. code-block:: bash
makesurface fillfacets [OPTIONS] INFILE SAMPLERASTER
Use GeoJSON-like geometry to get raster values
Options:
--output TEXT Write output to .json [default - print to stdout]
--zooming INTEGER Manual upsampling of raster for sampling [Default =
upsampling by estimated polygon density]
-g, --globewrap Flag for processing of 0 - 360 grib2 rasters
--help Show this message and exit.
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