def draw_tweets_detected(file):
# Tweet info draw
c = crs.Crs('EPSG:3857')
# wms = WebMapService('http://www.ign.es/wms-inspire/pnoa-ma', version='1.3.0')
box = 10000 # m?
x = 238814 # m?
y = 5069880 # m?
picsize = 2048
img1 = cv2.imread('fullmap.png')
img_fields = cv2.imread('circle.png')
overlay = img1.copy()
tweets = img1.copy()
final = img_fields.copy()
with open(file, 'r') as csv_file:
with open('locations.csv', 'r') as csv_locations:
loc_reader = csv.reader(csv_locations)
location_list = list(loc_reader)
print(location_list)
reader = csv.reader(csv_file, )
reader.__next__()
lat = []
lon = []
for row in reader:
# print(format(row).encode())
if location_is_near(row, location_list):
lat.append(row[2])
lon.append(row[3])
print('Csv finished')
n_tweets = len(lat)
alpha = 2 / n_tweets
colors, _ = color_palette(n_tweets)
for i in range(len(lat[:n_tweets])):
try:
# print('Writing...{}'.format(i))
proj = Proj(init='epsg:3857')
xm, ym = proj(lon[i], lat[i])
p1 = picsize / (2 * box) * (xm - (x - box))
p2 = picsize / (2 * box) * ((y + box) - ym)
# cv2.circle(overlay, (int(p1), int(p2)), 5, (int(colors[i][2] * 255), int(colors[i][1] * 255), int(colors[i][0] * 255)), -1)
# cv2.circle(tweets, (int(p1), int(p2)), 5, (int(colors[i][2] * 255), int(colors[i][1] * 255), int(colors[i][0] * 255)), -1)
cv2.circle(tweets, (int(p1), int(p2)), 5, (0, 200, 255), -1)
cv2.circle(final, (int(p1), int(p2)), 5, (0, 200, 255), -1)
# cv2.addWeighted(overlay, alpha,
# tweets, 1 - alpha,
# 0, tweets)
except Exception as e:
print(e)
cv2.imshow("Output", tweets)
cv2.imwrite('tweets.png', tweets)
cv2.imwrite('tweetsNfields.png', final)
def test_ows_bbox():
bbox_elem = etree.fromstring("""
<ows:BoundingBox xmlns:ows="{}" crs="EPSG:4326" dimensions="2">
<ows:LowerCorner>0.0 -90.0</ows:LowerCorner>
<ows:UpperCorner>180.0 90.0</ows:UpperCorner>
</ows:BoundingBox>""".format(DEFAULT_OWS_NAMESPACE))
bbox = BoundingBox(bbox_elem)
assert bbox.crs == crs.Crs('EPSG:4326')
assert bbox.crs.axisorder == 'yx'
assert bbox.dimensions == 2
assert bbox.minx == '-90.0'
assert bbox.miny == '0.0'
assert bbox.maxx == '90.0'
assert bbox.maxy == '180.0'
def test_ows_bbox_with_namespaces():
""" XML bounding box description as received from a wps request """
bbox_elem = etree.fromstring("""
<wps:BoundingBoxData xmlns:wps="{}" xmlns:ows="{}" ows:crs="EPSG:4326" ows:dimensions="2">
<ows:LowerCorner>0.0 -90.0</ows:LowerCorner>
<ows:UpperCorner>180.0 90.0</ows:UpperCorner>
</wps:BoundingBoxData>""".format(DEFAULT_WPS_NAMESPACE,
DEFAULT_OWS_NAMESPACE))
bbox = BoundingBox(bbox_elem)
assert bbox.crs == crs.Crs('EPSG:4326')
assert bbox.crs.axisorder == 'yx'
assert bbox.dimensions == 2
assert bbox.minx == '-90.0'
assert bbox.miny == '0.0'
assert bbox.maxx == '90.0'
assert bbox.maxy == '180.0'
def __init__(self, element, nsmap):
"""initialize geometry parser"""
self.nsmap = nsmap
self.type = None
self.wkt = None
self.crs = None
self._exml = element
# return OGC WKT for GML geometry
operand = element.xpath(
'|'.join(TYPES), namespaces={'gml':
'http://www.opengis.net/gml'})[0]
if 'srsName' in operand.attrib:
LOGGER.debug('geometry srsName detected')
self.crs = crs.Crs(operand.attrib['srsName'])
else:
LOGGER.debug('setting default geometry srsName %s' % DEFAULT_SRS)
self.crs = DEFAULT_SRS
self.type = util.xmltag_split(operand.tag)
if self.type == 'Point':
self._get_point()
elif self.type == 'LineString':
self._get_linestring()
elif self.type == 'Polygon':
self._get_polygon()
elif self.type == 'Envelope':
self._get_envelope()
else:
raise RuntimeError(
'Unsupported geometry type (Must be one of %s)' %
','.join(TYPES))
# reproject data if needed
if self.crs is not None and self.crs.code != 4326:
LOGGER.debug('transforming geometry to 4326')
try:
self.wkt = self.transform(self.crs.code, DEFAULT_SRS.code)
except Exception, err:
raise RuntimeError('Reprojection error: Invalid srsName '
'"%s": %s' % (self.crs.id, str(err)))
def __init__(self, elem, namespace=DEFAULT_OWS_NAMESPACE):
self.minx = None
self.miny = None
self.maxx = None
self.maxy = None
self.crs = None
self.dimensions = 2
if elem is None:
return
val = elem.attrib.get('crs') or elem.attrib.get(
'{{{}}}crs'.format(namespace))
if val:
try:
self.crs = crs.Crs(val)
except (AttributeError, ValueError):
LOGGER.warning('Invalid CRS %r. Expected integer' % val)
else:
self.crs = None
val = elem.attrib.get('dimensions') or elem.attrib.get(
'{{{}}}dimensions'.format(namespace))
if val is not None:
self.dimensions = int(util.testXMLValue(val, True))
else: # assume 2
self.dimensions = 2
val = elem.find(util.nspath('LowerCorner', namespace))
tmp = util.testXMLValue(val)
if tmp is not None:
xy = tmp.split()
if len(xy) > 1:
if self.crs is not None and self.crs.axisorder == 'yx':
self.minx, self.miny = xy[1], xy[0]
else:
self.minx, self.miny = xy[0], xy[1]
val = elem.find(util.nspath('UpperCorner', namespace))
tmp = util.testXMLValue(val)
if tmp is not None:
xy = tmp.split()
if len(xy) > 1:
if self.crs is not None and self.crs.axisorder == 'yx':
self.maxx, self.maxy = xy[1], xy[0]
else:
self.maxx, self.maxy = xy[0], xy[1]
def __init__(self, element, nsmap):
''' initialize geometry parser '''
self.nsmap = nsmap
self.type = None
self.wkt = None
self.crs = None
self._exml = element
''' return OGC WKT for GML geometry '''
operand = element.xpath(
'|'.join(TYPES), namespaces={'gml':
'http://www.opengis.net/gml'})[0]
if operand.attrib.has_key('srsName'):
self.crs = crs.Crs(operand.attrib['srsName'])
else:
self.crs = DEFAULT_SRS
self.type = util.xmltag_split(operand.tag)
if util.xmltag_split(operand.tag) == 'Point':
self._get_point()
elif util.xmltag_split(operand.tag) == 'LineString':
self._get_linestring()
elif util.xmltag_split(operand.tag) == 'Polygon':
self._get_polygon()
elif util.xmltag_split(operand.tag) == 'Envelope':
self._get_envelope()
else:
raise RuntimeError, \
('Unsupported geometry type (Must be one of %s)' % ','.join(TYPES))
# reproject data if needed
if self.crs is not None and self.crs.code != 4326:
try:
self.wkt = self.transform(self.crs.code, DEFAULT_SRS.code)
except Exception, err:
raise RuntimeError, \
('Reprojection error: Invalid srsName "%s": %s' %
(self.crs.id, str(err)))
def draw_fields_detected():
c = crs.Crs('EPSG:3857')
#wms = WebMapService('http://www.ign.es/wms-inspire/pnoa-ma', version='1.3.0')
box = 10000 # m?
x = 238814 #m?
y = 5069880 #m?
picsize = 2048
"""
img = wms.getmap(
layers=['OI.OrthoimageCoverage'],
styles=[],
srs='EPSG:3857',
bbox=(x - box, y - box, x + box, y + box),
size=(picsize,picsize), #W,H px
format='image/png',
transparent=False
)
with open('fullmap.png','wb') as out:
out.write(img.read())
"""
img1 = cv2.imread('fullmap.png')
circles = img1.copy()
xydict = getmap()
for element in xydict.values():
for value in element:
lon = value[0]
lat = value[1]
try:
proj = Proj(init='epsg:3857')
xm, ym = proj(lon, lat)
p1 = picsize / (2 * box) * (xm - (x - box))
p2 = picsize / (2 * box) * ((y + box) - ym)
cv2.circle(img1, (int(p1), int(p2)), 5, (0, 0, 255), -1)
plt.imshow()
except Exception as e:
print(e)
cv2.imwrite('circle.png', circles)
def __init__(self, elem, namespace=DEFAULT_OWS_NAMESPACE):
self.minx = None
self.miny = None
self.maxx = None
self.maxy = None
val = elem.attrib.get('crs')
if val is not None:
self.crs = crs.Crs(val)
else:
self.crs = None
val = elem.attrib.get('dimensions')
if val is not None:
self.dimensions = int(util.testXMLValue(val, True))
else: # assume 2
self.dimensions = 2
val = elem.find(util.nspath('LowerCorner', namespace))
tmp = util.testXMLValue(val)
if tmp is not None:
xy = tmp.split()
if len(xy) > 1:
if self.crs is not None and self.crs.axisorder == 'yx':
self.minx, self.miny = xy[1], xy[0]
else:
self.minx, self.miny = xy[0], xy[1]
val = elem.find(util.nspath('UpperCorner', namespace))
tmp = util.testXMLValue(val)
if tmp is not None:
xy = tmp.split()
if len(xy) > 1:
if self.crs is not None and self.crs.axisorder == 'yx':
self.maxx, self.maxy = xy[1], xy[0]
else:
self.maxx, self.maxy = xy[0], xy[1]
def __init__(self, elem, namespace=DEFAULT_OWS_NAMESPACE):
BoundingBox.__init__(self, elem, namespace)
self.dimensions = 2
self.crs = crs.Crs('urn:ogc:def:crs:OGC:2:84')
# HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
# WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
# OTHER DEALINGS IN THE SOFTWARE.
#
# =================================================================
import logging
from pycsw import util
from owslib import crs
LOGGER = logging.getLogger(__name__)
TYPES = ['gml:Point', 'gml:LineString', 'gml:Polygon', 'gml:Envelope']
DEFAULT_SRS = crs.Crs('urn:x-ogc:def:crs:EPSG:6.11:4326')
def _poslist2wkt(poslist, axisorder):
"""Repurpose gml:posList into WKT aware list"""
tmp = poslist.split()
poslist2 = []
xlist = tmp[1::2]
ylist = tmp[::2]
if axisorder == 'yx':
for i, j in zip(ylist, xlist):
poslist2.append('%s %s' % (i, j))
else:
from owslib.wms import WebMapService
from owslib import crs
from PIL import Image, ImageEnhance, ImageFilter
import cv2
import numpy as np
from pyspark import SparkContext
from pyproj import Proj
c = crs.Crs('EPSG:3857')
wms = WebMapService('http://www.ign.es/wms-inspire/pnoa-ma', version='1.3.0')
box = 1000 # m?
x = 236814 #m?
y = 5068880 #m?
picsize = 512
img = wms.getmap(
layers=['OI.OrthoimageCoverage'],
styles=[],
srs='EPSG:3857',
bbox=(x - box, y - box, x + box, y + box),
size=(picsize, picsize), #W,H px
format='image/png',
transparent=False)
with open('image.png', 'wb') as out:
out.write(img.read())
def green_detection():
img = cv2.imread('image.png')
# Green fields detection
