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Fail registration if output isn't Optional when using map tasks with min_success_ratio < 1 #1709

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Jun 26, 2023
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8 changes: 8 additions & 0 deletions flytekit/core/map_task.py
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@
from flytekit.core.interface import transform_interface_to_list_interface
from flytekit.core.python_function_task import PythonFunctionTask, PythonInstanceTask
from flytekit.core.tracker import TrackedInstance
from flytekit.core.type_engine import UnionTransformer
from flytekit.core.utils import timeit
from flytekit.exceptions import scopes as exception_scopes
from flytekit.models.array_job import ArrayJob
Expand Down Expand Up @@ -73,6 +74,13 @@ def __init__(
if len(actual_task.python_interface.outputs.keys()) > 1:
raise ValueError("Map tasks only accept python function tasks with 0 or 1 outputs")

if (
min_success_ratio
and min_success_ratio != 1
and not UnionTransformer.is_optional_type(actual_task.python_interface.outputs["o0"])
):
raise ValueError("Map tasks with min_success_ratio < 1 must have an optional output")

self._bound_inputs: typing.Set[str] = set(bound_inputs) if bound_inputs else set()
if self._partial:
self._bound_inputs = set(self._partial.keywords.keys())
Expand Down
29 changes: 26 additions & 3 deletions tests/flytekit/unit/core/test_map_task.py
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ def serialization_settings():


@task
def t1(a: int) -> str:
def t1(a: int) -> typing.Optional[str]:
b = a + 2
return str(b)

Expand All @@ -46,11 +46,11 @@ def t3(a: int, b: str, c: float) -> str:
def test_map_docs():
# test_map_task_start
@task
def my_mappable_task(a: int) -> str:
def my_mappable_task(a: int) -> typing.Optional[str]:
return str(a)

@workflow
def my_wf(x: typing.List[int]) -> typing.List[str]:
def my_wf(x: typing.List[int]) -> typing.List[typing.Optional[str]]:
return map_task(my_mappable_task, metadata=TaskMetadata(retries=1), concurrency=10, min_success_ratio=0.75,)(
a=x
).with_overrides(cpu="10M")
Expand Down Expand Up @@ -262,3 +262,26 @@ def test_map_task_resolver(serialization_settings):
t = mtr.load_task(loader_args=args)
assert t.python_interface.inputs == mt.python_interface.inputs
assert t.python_interface.outputs == mt.python_interface.outputs


def test_map_task_min_success_ratio():
@task
def some_task1(inputs: int) -> int:
return inputs

@workflow
def my_wf1() -> typing.List[int]:
return map_task(some_task1, min_success_ratio=0.5)(inputs=[1, 2, 3, 4])

with pytest.raises(ValueError, match="Map tasks with min_success_ratio < 1 must have an optional output"):
my_wf1()

@task
def some_task2(inputs: int) -> typing.Optional[int]:
return inputs

@workflow
def my_wf2() -> typing.List[typing.Optional[int]]:
return map_task(some_task2, min_success_ratio=0.5)(inputs=[1, 2, 3, 4])

my_wf2()