def put_sample(json_data, population):
sample = {
'sample': json_data['sample'],
'sample_id': json_data['sample_id']
}
evospace = Population(population)
evospace.put_sample(sample)
def putback_sample(json_data, population):
sample = None
evospace = Population(population)
if not isinstance(json_data, dict):
sample = json.loads(json_data)
else:
sample = {
'sample': json_data['sample'],
'sample_id': json_data['sample_id']
}
evospace.putback_sample(sample)
def init_pop( populationSize, popName= "pop", rangemin = 0 ,rangemax = 11, listSize = 66):
server = Population(popName)
server.initialize()
for individual in range(populationSize):
chrome = [random.randint(rangemin,rangemax) for _ in range(listSize)]
individual = {"id":None,"fitness":{"DefaultContext":0.0 },"chromosome":chrome,"views":0}
server.put_individual(**individual)
class TestIndividual(TestCase):
def setUp(self):
self.population1 = Population("test_population1")
self.population2 = Population("test_population2")
self.population1.initialize()
self.population2.initialize()
def test_put(self):
key = self.population1.individual_next_key()
individual = Individual(id=key)
individual.another_property = "test"
self.assertEqual(individual.put(self.population1.name),True)
self.assertEqual(individual.id,key)
self.assertEqual(individual.another_property,"test")
def test_get(self):
key = self.population1.individual_next_key()
individual = Individual(id=key)
#No se puede hacer get sin guardar antes
try:
self.assertRaises(LookupError, individual.get())
except:
pass
individual.put(self.population1.name)
self.assertIsInstance(individual.get(),Individual)
self.assertIsInstance(individual.get(as_dict=True),dict)
def test_as_dict(self):
key = self.population1.individual_next_key()
individual = Individual(id=key)
self.assertIsInstance(individual.as_dict(),dict)
def test_two_populations(self):
key = self.population1.individual_next_key()
individual = Individual(id=key)
individual.put(self.population1.name)
individual.put(self.population2.name)
self.assertIsInstance(individual.get(),Individual)
self.assertIsInstance(individual.get(as_dict=True),dict)
class TestIndividual(TestCase):
def setUp(self):
self.population1 = Population("test_population1")
self.population2 = Population("test_population2")
self.population1.initialize()
self.population2.initialize()
def test_put(self):
key = self.population1.individual_next_key()
individual = Individual(id=key)
individual.another_property = "test"
self.assertEqual(individual.put(self.population1.name), True)
self.assertEqual(individual.id, key)
self.assertEqual(individual.another_property, "test")
def test_get(self):
key = self.population1.individual_next_key()
individual = Individual(id=key)
#No se puede hacer get sin guardar antes
try:
self.assertRaises(LookupError, individual.get())
except:
pass
individual.put(self.population1.name)
self.assertIsInstance(individual.get(), Individual)
self.assertIsInstance(individual.get(as_dict=True), dict)
def test_as_dict(self):
key = self.population1.individual_next_key()
individual = Individual(id=key)
self.assertIsInstance(individual.as_dict(), dict)
def test_two_populations(self):
key = self.population1.individual_next_key()
individual = Individual(id=key)
individual.put(self.population1.name)
individual.put(self.population2.name)
self.assertIsInstance(individual.get(), Individual)
self.assertIsInstance(individual.get(as_dict=True), dict)
def init_pop_crh(populationSize, popName= "pop"):
server = Population(popName)
server.initialize()
for individual in range(populationSize):
chrome = [random.randint(1,19),random.randint(10,30),random.randint(0,1),random.randint(0,1),random.randint(0,1),random.randint(0,1),random.randint(0,5),random.randint(0,1),random.randint(0,1),random.randint(0,1),random.randint(0,4),random.randint(0,1),random.randint(0,1),random.randint(0,2),random.randint(1,3)]
individual = {"id":None,"fitness":{"DefaultContext":0.0 },"chromosome":chrome,"views":0}
print individual
server.put_individual(**individual)
r = redis.StrictRedis(host='localhost', port=6379, db=0)
redis_data = [eval(r.get(ind)) for ind in r.keys("pop:individual:*")]
for ind in redis_data:
#print len(redis_data)
if ind["id"] != "":
individual_node = Nodo()
individual_node.create_nodo(element_type="individual",
id=ind["id"],
chromosome=ind["chromosome"],
views=ind["views"])
def initialize_population(population_name='pop', size=10, template=None):
evospace = Population(population_name)
#Delete population
evospace.initialize()
# Add 100 Individuals
# Chromosome Size determined by template
# GENE TYPE
# 0 number of styles
# 1 title
# 2 image
# 3 option 0
# N option N
# TODO: Generate individual chromosomes from template
for i in range(size):
individual = {
'chromosome': [
randint(0, 2), # number of styles
randint(0, 2), # titles
randint(0, 3), # images
randint(0, 2), # salutation
randint(0, 5), # name
randint(0, 4), # action
],
"fitness": {
"DefaultContext": 0.0
},
"score":
0,
"id":
None
}
evospace.put_individual(**individual)
def take_sample(population, size):
evospace = Population(population)
r = evospace.take_sample(size)
return r
def get_sample(population, size):
evospace = Population(population)
r = evospace.get_sample(size)
return r
def get_all_info_list(population):
evospace = Population(population)
all = evospace.get_all()
return get_info_list(all)
def setUp(self):
self.population1 = Population("test_population1")
self.population2 = Population("test_population2")
self.population1.initialize()
self.population2.initialize()
def setUp(self):
self.population1 = Population("test_population1")
self.population2 = Population("test_population2")
self.population1.initialize()
self.population2.initialize()
def put_sample(sample_id, sample, popName="pop"):
result = {'sample_id':sample_id , 'sample': sample}
server = Population(popName)
#server.put_sample(json.dumps(result))
server.put_sample(result)
def get_sample(sample_size, popName= "pop" ):
server = Population(popName)
sample = server.get_sample(sample_size)
return sample