def test3b():
init_loc = [40.74844, -73.985664]
centroids = get_centroids_timescore_sql(con, init_loc, 10)
nearby_locs = [[cent['lat'], cent['lng']] for cent in centroids]
distance_matrix, duration_matrix = get_google_direction_matrix_extended(
nearby_locs, origin=init_loc, pairwise=False)
print distance_matrix, duration_matrix
def test2():
# get a bunch of locations from sql
init_loc = [40.74844,-73.985664]
centroids = get_centroids_timescore_sql(con,init_loc,9)
nearby_locs = [[cent['lat'],cent['lng']] for cent in centroids]
# try querying google api
t0 = time.time()
jsonResponse = get_google_direction_matrix(nearby_locs,init_loc)
rows = jsonResponse['rows']
distance_matrix,duration_matrix = get_distance_matrix(rows)
print 'querying and building distance matrix for %s nearby locations: %s s' % (len(nearby_locs), time.time()-t0)
print distance_matrix
# image
plt.imshow(distance_matrix, interpolation='nearest')
#plt.imshow(duration_matrix, interpolation='nearest')
plt.show()
def test2():
# get a bunch of locations from sql
init_loc = [40.74844, -73.985664]
centroids = get_centroids_timescore_sql(con, init_loc, 9)
nearby_locs = [[cent['lat'], cent['lng']] for cent in centroids]
# try querying google api
t0 = time.time()
jsonResponse = get_google_direction_matrix(nearby_locs, init_loc)
rows = jsonResponse['rows']
distance_matrix, duration_matrix = get_distance_matrix(rows)
print 'querying and building distance matrix for %s nearby locations: %s s' % (
len(nearby_locs), time.time() - t0)
print distance_matrix
# image
plt.imshow(distance_matrix, interpolation='nearest')
#plt.imshow(duration_matrix, interpolation='nearest')
plt.show()
def test3b():
init_loc = [40.74844,-73.985664]
centroids = get_centroids_timescore_sql(con,init_loc,10)
nearby_locs = [[cent['lat'],cent['lng']] for cent in centroids]
distance_matrix, duration_matrix = get_google_direction_matrix_extended(nearby_locs,origin=init_loc,pairwise=False)
print distance_matrix, duration_matrix
