def test_get_depth(es):
es = make_ecommerce_entityset()
f = Feature(es['log']['value'])
g = Feature(es['log']['value'])
agg1 = Last(f, es['sessions'])
agg2 = Last(agg1, es['customers'])
d1 = Feature(agg2, es['sessions'])
d2 = Feature(d1, es['log'])
assert d2.get_depth() == 4
# Make sure this works if we pass in two of the same
# feature. This came up when user supplied duplicates
# in the seed_features of DFS.
assert d2.get_depth(stop_at=[f, g]) == 4
assert d2.get_depth(stop_at=[f, g, agg1]) == 3
assert d2.get_depth(stop_at=[f, g, agg1]) == 3
assert d2.get_depth(stop_at=[f, g, agg2]) == 2
assert d2.get_depth(stop_at=[f, g, d1]) == 1
assert d2.get_depth(stop_at=[f, g, d2]) == 0
def test_get_depth(es):
es = make_ecommerce_entityset()
f = Feature(es['log']['value'])
g = Feature(es['log']['value'])
agg1 = Last(f, es['sessions'])
agg2 = Last(agg1, es['customers'])
d1 = Feature(agg2, es['sessions'])
d2 = Feature(d1, es['log'])
assert d2.get_depth() == 4
# Make sure this works if we pass in two of the same
# feature. This came up when user supplied duplicates
# in the seed_features of DFS.
assert d2.get_depth(stop_at=[f, g]) == 4
assert d2.get_depth(stop_at=[f, g, agg1]) == 3
assert d2.get_depth(stop_at=[f, g, agg1]) == 3
assert d2.get_depth(stop_at=[f, g, agg2]) == 2
assert d2.get_depth(stop_at=[f, g, d1]) == 1
assert d2.get_depth(stop_at=[f, g, d2]) == 0
def test_get_depth(es):
log_id_feat = es['log']['id']
customer_id_feat = es['customers']['id']
count_logs = Count(log_id_feat, parent_entity=es['sessions'])
sum_count_logs = Sum(count_logs, parent_entity=es['customers'])
num_logs_greater_than_5 = sum_count_logs > 5
count_customers = Count(customer_id_feat,
parent_entity=es[u'régions'],
where=num_logs_greater_than_5)
num_customers_region = Feature(count_customers, es["customers"])
depth = num_customers_region.get_depth()
assert depth == 5
def test_get_depth(es):
log_id_feat = es['log']['id']
customer_id_feat = es['customers']['id']
count_logs = Count(log_id_feat,
parent_entity=es['sessions'])
sum_count_logs = Sum(count_logs,
parent_entity=es['customers'])
num_logs_greater_than_5 = sum_count_logs > 5
count_customers = Count(customer_id_feat,
parent_entity=es['regions'],
where=num_logs_greater_than_5)
num_customers_region = Feature(count_customers, es["customers"])
depth = num_customers_region.get_depth()
assert depth == 5