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optional geo support #33

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9 changes: 8 additions & 1 deletion census/__init__.py
Original file line number Diff line number Diff line change
@@ -1,2 +1,9 @@
from census.core import (Census, ALL, CensusException,
from census.core import (ALL, CensusException,
UnsupportedYearException, __version__)
try:
import esridump, shapely
except ImportError:
from census.core import Census
else:
from census.geo import Census

230 changes: 230 additions & 0 deletions census/geo.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,230 @@
import json
import sys
import logging

import esridump
import shapely.geometry
import shapely.geos

import .core as core
from .core import supported_years

try: # Python 2.7+
from logging import NullHandler
except ImportError:
class NullHandler(logging.Handler):
def emit(self, record):
pass

logging.getLogger(__name__).addHandler(NullHandler())

GEO_URLS = {
'tracts' : {
1990 : 'https://gis.uspatial.umn.edu/arcgis/rest/services/nhgis/Census_Tracts_1910_2014/MapServer/8',
2000 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/Census2010/tigerWMS_Census2000/MapServer/6',
2010 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/14',
2011 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/14',
2012 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/14',
2013 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2013/MapServer/8',
2014 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2014/MapServer/8',
2015 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2015/MapServer/8',
2016 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2015/MapServer/8'},
'block groups' : {
2000 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/Census2010/tigerWMS_Census2000/MapServer/8',
2010 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/16',
2011 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/16',
2012 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/16',
2013 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2013/MapServer/10',
2014 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2014/MapServer/10',
2015 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2015/MapServer/10',
2016 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2015/MapServer/10'},
'blocks' : {
2000 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/Census2010/tigerWMS_Census2000/MapServer/10',
2010 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Current/MapServer/12'},
'incorporated places' : {
1990 : 'https://gis.uspatial.umn.edu/arcgis/rest/services/nhgis/Places_1980_2014/MapServer/1',
2000 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/Census2010/tigerWMS_Census2000/MapServer/24',
2010 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/34',
2011 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/34',
2012 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_Census2010/MapServer/34',
2013 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2013/MapServer/26',
2014 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2014/MapServer/26',
2015 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2015/MapServer/26',
2016 : 'https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/tigerWMS_ACS2016/MapServer/26'}
}


class AreaFilter(object):
def __init__(self, geojson_geometry, sub_geography_url):
self.geo = shapely.geometry.shape(geojson_geometry)

geo_query_args = {'geometry': ','.join(str(x) for x in self.geo.bounds),
'geometryType': 'esriGeometryEnvelope',
'spatialRel': 'esriSpatialRelEnvelopeIntersects',
'inSR' : '4326',
'geometryPrecision' : 9,
'orderByFields': 'OID'}
self.area_dumper = esridump.EsriDumper(sub_geography_url,
extra_query_args = geo_query_args)

def __iter__(self):
for area in self.area_dumper:
area_geo = shapely.geometry.shape(area['geometry'])
if self.geo.intersects(area_geo):
try:
intersection = self.geo.intersection(area_geo)
except shapely.geos.TopologicalError:
intersection = self.geo.buffer(0).intersection(area_geo.buffer(0))
if intersection.area/area_geo.area > 0.1:
yield area

class GeoClient(core.Client):
@supported_years(2014, 2013, 2012, 2011, 2010, 2000)
def geo_tract(self, fields, geojson_geometry, year=None):
if year is None:
year = self.default_year

filtered_tracts = AreaFilter(geojson_geometry,
GEO_URLS['tracts'][self.default_year])

for tract in filtered_tracts:
context = {'state' : tract['properties']['STATE'],
'county' : tract['properties']['COUNTY']}
within = 'state:{state} county:{county}'.format(**context)

tract_id = tract['properties']['TRACT']
result = self.get(fields,
{'for': 'tract:{}'.format(tract_id),
'in' : within}, year)

if result:
result, = result
else:
result = {}

yield tract, result

@supported_years(2014, 2013, 2012, 2011, 2010, 2000)
def geo_blockgroup(self, fields, geojson_geometry, year=None):
if year is None:
year = self.default_year

filtered_block_groups = AreaFilter(geojson_geometry,
GEO_URLS['block groups'][year])

for block_group in filtered_block_groups:
context = {'state' : block_group['properties']['STATE'],
'county' : block_group['properties']['COUNTY'],
'tract' : block_group['properties']['TRACT']}
within = 'state:{state} county:{county} tract:{tract}'.format(**context)

block_group_id = block_group['properties']['BLKGRP']

result = self.get(fields,
{'for': 'block group:{}'.format(block_group_id),
'in' : within}, year)

if result:
result, = result
else:
result = {}

yield block_group, result


def _state_place_area(self, method, fields, state, place, year=None, return_geometry=False):
if year is None:
year = self.default_year

search_query = "PLACE='{}' AND STATE={}".format(place, state)
place_dumper = esridump.EsriDumper(GEO_URLS['incorporated places'][year],
extra_query_args = {'where' : search_query,
'orderByFields': 'OID'})

place = next(iter(place_dumper))
logging.info(place['properties']['NAME'])
place_geojson = place['geometry']

areas = method(fields, place_geojson, year)

features = []
for i, (feature, result) in enumerate(areas):
if return_geometry:
feature['properties'].update(result)
features.append(feature)
else:
features.append(result)
if i % 100 == 0:
logging.info('{} features'.format(i))

if return_geometry:
return {'type': "FeatureCollection", 'features': features}
else:
return features


class ACS5Client(core.ACS5Client, GeoClient):

@supported_years(2014, 2013, 2012, 2011, 2010)
def state_place_tract(self, *args, **kwargs):
return self._state_place_area(self.geo_tract, *args, **kwargs)

@supported_years(2014, 2013, 2012, 2011, 2010)
def state_place_blockgroup(self, *args, **kwargs):
return self._state_place_area(self.geo_blockgroup, *args, **kwargs)

class SF1Client(core.SF1Client, GeoClient):
@supported_years(2010, 2000, 1990)
def state_place_tract(self, *args, **kwargs):
return self._state_place_area(self.geo_tract, *args, **kwargs)

@supported_years(2010, 2000)
def state_place_blockgroup(self, *args, **kwargs):
return self._state_place_area(self.geo_blockgroup, *args, **kwargs)

@supported_years(2010, 2000)
def state_place_block(self, *args, **kwargs):
return self._state_place_area(self.geo_block, *args, **kwargs)

@supported_years(2010, 2000)
def geo_block(self, fields, geojson_geometry, year):
if year is None:
year = self.default_year

filtered_blocks = AreaFilter(geojson_geometry,
GEO_URLS['blocks'][year])

for block in filtered_blocks:
context = {'state' : block['properties']['STATE'],
'county' : block['properties']['COUNTY'],
'tract' : block['properties']['TRACT']}
within = 'state:{state} county:{county} tract:{tract}'.format(**context)

block_id = block['properties']['BLOCK']
result = self.get(fields,
{'for': 'block:{}'.format(block_id),
'in' : within}, year)

if result:
result, = result
else:
result = {}

yield block, result


class SF3Client(core.SF3Client, GeoClient):
@supported_years(2000, 1990)
def state_place_tract(self, *args, **kwargs):
return self._state_place_area(self.geo_tract, *args, **kwargs)

@supported_years(2000)
def state_place_blockgroup(self, *args, **kwargs):
return self._state_place_area(self.geo_blockgroup, *args, **kwargs)

class Census(core.Census):
def __init__(self, key, year=None, session=None):
super(Census, self).__init__(key, year, session)
self.acs5 = ACS5Client(key, year, session)
self.sf1 = SF1Client(key, year, session)
self.sf3 = SF3Client(key, year, session)
5 changes: 3 additions & 2 deletions census/tests/test_census.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,8 +5,9 @@

import requests

from census.core import (
Census, UnsupportedYearException, DEFINITIONS, __version__)
from census import (
Census, UnsupportedYearException, __version__)
from census.core import DEFINITIONS

KEY = os.environ.get('CENSUS_KEY', '')

Expand Down
1 change: 1 addition & 0 deletions setup.py
Original file line number Diff line number Diff line change
Expand Up @@ -24,4 +24,5 @@
"Programming Language :: Python",
],
install_requires=['requests>=1.1.0', 'us>=0.7'],
extras_require={'geo' : ['esridump', 'shapely'],
)