def tag():
"""Endpoint for saving tags"""
data = request.get_json()
cite = data['cite']
fnid = data['fnid']
tags = data['tags']
type = data['type']
data = data['data']
if data in db[fnid]:
# Update tags
# Assume the type hasn't changed
if tags:
db[fnid][data]['tags'] = tags
# If no tags, delete this
else:
del db[fnid][data]
elif tags:
# Add new entry
db[fnid][data] = {'type': type, 'tags': tags}
db.sources[fnid] = cite
db.save()
return jsonify(ok=True)
def url2hash():
url = request.values.get('url')
if url is None:
return ''
else:
if not url.startswith('http://'):
url = 'http://' + url
return db.save(url)
def test_save(set, get):
db.save(url)
set.assert_called()
get.assert_called()
def save_stats(event):
population = event.data['population']
best_genome = population.get_best_genome()
# average_fitness = reduce(lambda avg, g: avg + g.fitness, population.genomes, 0) / len(population.genomes)
fitness_values = [g.fitness for g in population.genomes]
average_fitness = average(fitness_values)
std_fitness = std(fitness_values)
genomes = [{"serial": g.serial, "fitness": g.fitness, "pngPath": g.pngPath} for g in population.genomes]
duration_run = int(time() - _time_run)
global _time_generation
if _time_generation:
duration_generation = int(time() - _time_generation)
else:
duration_generation = 0
_time_generation = time()
db.save('generation', population.generation)
db.save('best_genome', best_genome.serial)
db.save('best_fitness', best_genome.fitness)
db.save('average_fitness', average_fitness)
db.save('std_fitness', std_fitness)
db.save('genomes', json.dumps(genomes))
db.save('duration_run', duration_run)
db.save('duration_generation', duration_generation)
