def __init__(self, pgenerator, project_name, experiment_name):
jobsDB = JobsDB(project_name, experiment_name)
self.params = []
self.pgenerator = pgenerator
# Go through all the parameters that pgenerator would make
# and take out the ones which are already in JobsDB.
for params in pgenerator:
if jobsDB.search_by_param(params) is None:
self.params.append(params)
