def delete_all(dbname):
# TODO: replace this with an input() y/n type thing
y, n = 'y', 'n'
db = 'mongo://localhost:44556/%s/jobs' % dbname
print 'Are you sure you want to delete ALL trials from %s?' % db
if input() != y:
return
trials = MongoTrials(db)
B = main_lfw_driver(trials)
B.delete_all()
def lfw_suggest(dbname, port=44556, **kwargs):
"""
This class presents the entire LFW experiment as a BanditAlgo
so that it can be started up with
hyperopt-mongo-search --exp_key='' eccv12.lfw.MultiBandit \
eccv12.eccv12.WholeExperiment
fab lfw_suggest:test_hyperopt,port=22334,random=.5,TPE=.5
"""
port = int(port)
if len(kwargs) > 0:
priorities = {}
for k in kwargs:
priorities[k] = float(kwargs[k])
else:
priorities = None
trials = MongoTrials('mongo://localhost:%d/%s/jobs' % (port, dbname))
B = main_lfw_driver(trials)
B.run(priorities=priorities)
def test_main_lfw_driver():
trials = hyperopt.Trials(exp_key='ek_base')
B = exps.main_lfw_driver(trials)
B.pretty_info()
