def test_validate_year(meta_df):
obs = meta_df.validate({'Primary Energy': {'up': 5.0, 'year': 2005}},
exclude_on_fail=False)
assert obs is None
obs = meta_df.validate({'Primary Energy': {'up': 5.0, 'year': 2010}},
exclude_on_fail=False)
assert len(obs) == 2
def test_validate_up(meta_df):
obs = meta_df.validate({'Primary Energy': {'up': 6.5}},
exclude_on_fail=False)
assert len(obs) == 1
assert obs['year'].values[0] == 2010
assert list(meta_df['exclude']) == [False, False] # assert none excluded
def test_validate_nonexisting(meta_df):
obs = meta_df.validate({'Primary Energy|Coal': {'up': 2}},
exclude_on_fail=True)
assert len(obs) == 1
assert obs['scenario'].values[0] == 'a_scenario'
assert list(meta_df['exclude']) == [True, False] # scenario with failed
def test_validate_all_pass(meta_df):
obs = meta_df.validate(
{'Primary Energy': {'up': 10}}, exclude_on_fail=True)
assert obs is None
assert len(meta_df.data) == 6 # data unchanged
assert list(meta_df['exclude']) == [False, False] # none excluded
def test_validate_exclude(meta_df):
meta_df.validate({'Primary Energy': {'up': 6.0}}, exclude_on_fail=True)
assert list(meta_df['exclude']) == [False, True]
def test_validate_both(meta_df):
obs = meta_df.validate({'Primary Energy': {'up': 6.5, 'lo': 2.0}})
assert len(obs) == 2
assert list(obs['year'].values) == [2005, 2010]
assert list(obs['scenario'].values) == ['a_scenario', 'a_scenario2']
def test_validate_lo(meta_df):
obs = meta_df.validate({'Primary Energy': {'up': 8, 'lo': 2.0}})
assert len(obs) == 1
assert obs['year'].values[0] == 2005
assert list(obs['scenario'].values) == ['a_scenario']