def test_set_capture(repo):
@p.provenance()
def add(a, b):
return a + b
@p.provenance()
def mult(x, y):
return x * y
with p.capture_set(name='first'):
x1 = add(2, 2)
z1 = mult(x1, 10)
first_set = repo.get_set_by_name('first')
assert first_set.artifact_ids == {x1.artifact.id, z1.artifact.id}
with p.capture_set(name='second'):
_x = add(2, 2)
z2 = mult(_x, 20)
second_set = repo.get_set_by_name('second')
# note how we check to see if x1 is present!
assert second_set.artifact_ids == {x1.artifact.id, z2.artifact.id}
def test_set_capture_with_initial_artifacts(repo):
@p.provenance()
def add(a, b):
return a + b
@p.provenance()
def mult(x, y):
return x * y
x = add(3, 33)
with p.capture_set(initial_set={x.artifact.id}, labels='first'):
z1 = mult(x, 10)
first_set = repo.get_set_by_labels('first')
assert first_set.artifact_ids == {x.artifact.id, z1.artifact.id}
def test_set_capture_on_loads(repo):
@p.provenance()
def add(a, b):
return a + b
@p.provenance()
def mult(x, y):
return x * y
x = add(3, 33)
with p.capture_set(labels='first'):
x = repo.get_by_id(x.artifact.id).proxy()
z1 = mult(x, 10)
first_set = repo.get_set_by_labels('first')
assert first_set.artifact_ids == {x.artifact.id, z1.artifact.id}