# test.py
# used to quickly test functionality of code
# requires orl_faces images to be saved in data folder
import utilities as utils
import pca
components = 400
rows = 112
columns = 92
M = utils.load_images('orl_faces')
img = utils.create_image(rows, columns, 2)
eigenvalues, W, mu = pca.create_subspace(M,components)
print W.shape, img.shape, mu.shape
x = pca.project_image(img,W,mu)
print x.shape
y = pca.reverse_projection(x,W,mu)
print y.shape
image = utils.normalize_image(utils.unflatten_image(y,rows,columns))
for i in range(1):
print 'eigenface ' + str(i) + ': ', utils.normalize_image(utils.unflatten_image(W[:,i],rows,columns)).shape
utils.display_image(utils.normalize_image(utils.unflatten_image(W[:,i],rows,columns)))
utils.display_image(image)
utils.display_image(utils.unflatten_image(img,rows,columns))
import utilities as ut import pca import os path = '../data/' database = 'orl_faces' subspace = 'orl_subspace.npz' components = 400 rows = 112 columns = 92 if not os.path.exists(path + subspace): M = ut.load_images(database) eigenvalues, W, mu = pca.create_subspace(M, components) pca.save_subspace(path + subspace, eigenvalues, W, mu) else: eigenvalues, W, mu = pca.load_subspace(path + subspace) img = ut.create_image(rows,columns, 3) x = pca.project_image(img,W,mu) y = pca.reverse_projection(x,W,mu) image = ut.normalize_image(ut.unflatten_image(y,rows,columns)) original = ut.unflatten_image(img,rows,columns) ut.display_image(image) ut.display_image(original)
semanasDiferencia = diasDiferencia // 7
semana = semanasDiferencia + 1
#Aumentamos unha semana: 1000 milisegundos * 60 segundos * 60 minutos * 24 horas * 7 días
segundos = 1 * 60 * 60 * 24 * 7
newTimestamp = timestamp + segundos
newDate = datetime.fromtimestamp(newTimestamp)
warDB.week.update_one({}, {"$set": {"date": newDate}})
print("Seleccionada a data e aumentada nunha semana")
print("Creada a colección para controlar o tempo")
##################### Crea a imaxe #######################################################
# Creamos a imaxe
utilities.create_image(conf.image, warDB)
print("Creada a imaxe")
###################### Construimos o texto que se vai publicar #############
#lenguage = conf.text.get("lenguage")
semanaString = leng.semanaString(semana)
textoB1 = leng.fraseB1()
mes = leng.monthString(week.get("date").month)
#textoB2 = utilities.fraseB2(lenguage)
textoB2 = leng.fraseB2()
anoString = str(ano)
