Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

No Output Requested while materializer should lead to error #810

Merged
merged 5 commits into from
Apr 9, 2024
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 2 additions & 0 deletions hamilton/driver.py
Original file line number Diff line number Diff line change
Expand Up @@ -1454,6 +1454,8 @@ def materialize(
materializer_vars = []
try:
materializer_factories, extractor_factories = self._process_materializers(materializers)
if len(materializer_factories) == len(final_vars) == 0:
raise ValueError("No output requested. Please either pass in materializers that will save data, or pass in `additional_vars` to compute.")
function_graph = materialization.modify_graph(
self.graph, materializer_factories, extractor_factories
)
Expand Down
77 changes: 77 additions & 0 deletions tests/test_end_to_end.py
Original file line number Diff line number Diff line change
Expand Up @@ -353,6 +353,83 @@ def processed_data(input_data: dict) -> dict:
assert json.load(f) == {"processed": True}


def test_materialize_and_loaders_end_to_end_without_additional_vars(tmp_path_factory):
def processed_data(input_data: dict) -> dict:
data = input_data.copy()
data["processed"] = True
return data

path_in = tmp_path_factory.mktemp("home") / "unprocessed_data.json"
path_out = tmp_path_factory.mktemp("home") / "processed_data.json"

with open(path_in, "w") as f:
json.dump({"processed": False}, f)

mod = ad_hoc_utils.create_temporary_module(processed_data)

dr = driver.Driver({}, mod)

materialization_result, result = dr.materialize(
from_.json(target="input_data", path=value(path_in)),
to.json(
id="materializer",
dependencies=["processed_data"],
path=source("output_path"),
combine=JoinBuilder(),
),
inputs={"output_path": str(path_out)},
)
assert "materializer" in materialization_result

with open(path_out) as f:
assert json.load(f) == {"processed": True}


def test_materialize_and_loaders_end_to_end_without_to(tmp_path_factory):
def processed_data(input_data: dict) -> dict:
data = input_data.copy()
data["processed"] = True
return data

path_in = tmp_path_factory.mktemp("home") / "unprocessed_data.json"

with open(path_in, "w") as f:
json.dump({"processed": False}, f)

mod = ad_hoc_utils.create_temporary_module(processed_data)

dr = driver.Driver({}, mod)

materialization_result, result = dr.materialize(
from_.json(target="input_data", path=value(path_in)), additional_vars=["processed_data"]
)
assert result["processed_data"] == {"processed": True}
assert "materializer" not in materialization_result


def test_no_materialize_failure(tmp_path_factory):
def processed_data(input_data: dict) -> dict:
data = input_data.copy()
data["processed"] = True
return data

path_in = tmp_path_factory.mktemp("home") / "unprocessed_data.json"
path_out = tmp_path_factory.mktemp("home") / "processed_data.json"

with open(path_in, "w") as f:
json.dump({"processed": False}, f)

mod = ad_hoc_utils.create_temporary_module(processed_data)

dr = driver.Driver({}, mod)

with pytest.raises(ValueError):
dr.materialize(
from_.json(target="input_data", path=value(path_in)),
inputs={"output_path": str(path_out)},
)


def test_driver_validate_with_overrides():
dr = (
driver.Builder()
Expand Down