def test_check_fail_3():
# Missing required attribute (arg requirement-ness defaults to True)
f = check(REQUIRE, data=['red', 'nir'])(func_sig)
with pytest.raises(PipelineConfigurationError) as exc:
f({}, {'record': []}, {})
assert 'KeyError' in str(exc)
assert 'not passed to function' in str(exc)
def test_check_fail_4():
# Wrong number of arguments
f = check(REQUIRE, data=[str, str])(func_sig)
with pytest.raises(PipelineConfigurationError) as exc:
f({}, {'data': ['asdf', 'red', 'nir']}, {})
assert 'ValueError' in str(exc)
assert 'Specification requires' in str(exc)
def test_check_curry_1():
# Ensure the decorator works when curried
_func_sig = check(REQUIRE, data=[str, str])(func_sig)
fc = toolz.curry(
_func_sig, **{
REQUIRE: {
'data': ['nir', 'red']
},
OUTPUT: {
'data': ['ndvi']
}
})
fc({})
def test_check_fail_5():
# Argument not in function signature
f = check('asdf', data=[])(func_sig)
with pytest.raises(PipelineConfigurationError) as exc:
f({}, {'data': ['asdf']}, {})
assert "Argument specified, 'asdf', does not" in str(exc)
def test_check_fail_2():
# Invalid 'require' argument
f = check(REQUIRE, data=(True, ['red', 'nir']))(func_sig)
with pytest.raises(PipelineConfigurationError) as exc:
f({}, 'not a dict', {})
assert 'should be a dictionary' in str(exc)
def test_check_fail_1():
# Invalid requirement signature
with pytest.raises(PipelineConfigurationError) as exc:
check(REQUIRE, data='asdf')(func_sig)
assert 'invalid signature' in str(exc).lower()
def test_check_pass_3():
# Two checks -- a require and output
f = check(REQUIRE, data=(True, [str, str]), record=(True, [str]))(func_sig)
f({}, {'data': ['red', 'nir'], 'record': ['ccdc']}, {})
def test_check_pass_2():
# Partially specified -- assume 'data' isn't required
f = check(REQUIRE, data=(False, [str, str]))(func_sig)
f({}, {'data': ['red', 'nir']}, {})
def test_check_pass_1():
# Fully specified
f = check(REQUIRE, data=(True, [str, str]))(func_sig)
f({}, {'data': ['red', 'nir']}, {})