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GEOALCHEMYhttp://erilem.net/talks/foss4g2013/geoalchemy.html
USE SQL SPATIAL DATABASES
FROM PYTHON
We have PostGIS. Hooray!
We have Python. Horray!
We need good ways/tools to
use PostGIS from Python.
That's the reason we're
developing GeoAlchemy
Wait! There's Django, and
GeoDjango!
YES (it's great), BUT...
There's a life outside Web and
Django!
Has anyone heard about Flask,
Bottle, Pyramid?
They're great frameworks, with lots of users.
They all love the SQLAlchemy
toolkit.
For good reasons!
SQLALCHEMY
The Database Toolkit for Python
SQLALCHEMY PHILOSOPHY
It's not about abstracting the DB
Abstracting is Hiding
It's about Automation
Instruct SQLA to do the grunt work we give it
Relational form of data is preserved
SQLA provides a rich vocabulary to express decisions
made by the developer
SQLALCHEMY CORE / ORM
SQLAlchemy has two distinct areas:
Core (SQL expression system)
Object Relational Mapper (ORM)
SQLALCHEMY QUERY EXAMPLE
The user whose email address is jack@google.com.
user = session.query(User).join(Address).
filter(Address.email_address=='jack@google.com').
one()
GEOALCHEMY
Thin layer above SQLAlchemy
With the same philosophy
GEOALCHEMY QUERY EXAMPLE
The lakes whose buffers have areas greater than 33.
It looks like SQLA!
It looks like PostGIS SQL!
lakes = session.query(Lake).filter(
Lake.geom.ST_Buffer(2).ST_Area() > 33).all()
SHAPELY INTEGRATION
to_shapeand from_shapefunctions
lake = session.query(Lake).filter(
Lake.geom.ST_Buffer(2).ST_Area() > 33).first()
lake_shape = to_shape(lake.geom)
lake_shape.representative_point().wkt
STATUS
Version 2 released 6 months ago (03/17/2013)
Benefits from SQLALchemy's latest advances
Improved API
Works both with SQLA Core and ORM
PostGIS 2 support (Raster included)
Fully documented and tested
https://geoalchemy-2.readthedocs.org
EXPOSURE
Used in production
Many client projects by Camptocamp
The SkyLines project ( )
By Tobias Bieniek (@Turbo87)
https://www.skylines-project.org)
THANKS!

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Geoalchemy