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

Add a new AssetExecutionType (Observable) and use it to omit materializations for observable source asset wrapping #16621

Merged
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
Original file line number Diff line number Diff line change
Expand Up @@ -26,12 +26,16 @@


class AssetExecutionType(Enum):
OBSERVATION = "OBSERVATION"
UNEXECUTABLE = "UNEXECUTABLE"
MATERIALIZATION = "MATERIALIZATION"

@staticmethod
def is_executable(varietal_str: Optional[str]) -> bool:
return AssetExecutionType.str_to_enum(varietal_str) in {AssetExecutionType.MATERIALIZATION}
return AssetExecutionType.str_to_enum(varietal_str) in {
AssetExecutionType.MATERIALIZATION,
AssetExecutionType.OBSERVATION,
}

@staticmethod
def str_to_enum(varietal_str: Optional[str]) -> "AssetExecutionType":
Expand Down
11 changes: 11 additions & 0 deletions python_modules/dagster/dagster/_core/definitions/assets.py
Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,7 @@
from dagster._annotations import experimental_param, public
from dagster._core.definitions.asset_check_spec import AssetCheckKey, AssetCheckSpec
from dagster._core.definitions.asset_layer import get_dep_node_handles_of_graph_backed_asset
from dagster._core.definitions.asset_spec import AssetExecutionType
from dagster._core.definitions.auto_materialize_policy import AutoMaterializePolicy
from dagster._core.definitions.backfill_policy import BackfillPolicy, BackfillPolicyType
from dagster._core.definitions.freshness_policy import FreshnessPolicy
Expand Down Expand Up @@ -905,6 +906,16 @@ def is_asset_executable(self, asset_key: AssetKey) -> bool:
self._metadata_by_key.get(asset_key, {}).get(SYSTEM_METADATA_KEY_ASSET_EXECUTION_TYPE)
)

def asset_execution_type_for_asset(self, asset_key: AssetKey) -> AssetExecutionType:
from dagster._core.definitions.asset_spec import (
SYSTEM_METADATA_KEY_ASSET_EXECUTION_TYPE,
AssetExecutionType,
)

return AssetExecutionType.str_to_enum(
self._metadata_by_key.get(asset_key, {}).get(SYSTEM_METADATA_KEY_ASSET_EXECUTION_TYPE)
)

def get_partition_mapping_for_input(self, input_name: str) -> Optional[PartitionMapping]:
return self._partition_mappings.get(self._keys_by_input_name[input_name])

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -138,6 +138,12 @@ def create_external_asset_from_source_asset(source_asset: SourceAsset) -> Assets
else {}
)

injected_metadata = (
{SYSTEM_METADATA_KEY_ASSET_EXECUTION_TYPE: AssetExecutionType.UNEXECUTABLE.value}
if source_asset.observe_fn is None
else {SYSTEM_METADATA_KEY_ASSET_EXECUTION_TYPE: AssetExecutionType.OBSERVATION.value}
)

kwargs = {
"key": source_asset.key,
"metadata": {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@
TypeCheck,
)
from dagster._core.definitions.asset_check_result import AssetCheckResult
from dagster._core.definitions.asset_spec import AssetExecutionType
from dagster._core.definitions.data_version import (
CODE_VERSION_TAG,
DATA_VERSION_IS_USER_PROVIDED_TAG,
Expand Down Expand Up @@ -779,15 +780,38 @@ def _gen_fn():

asset_key, partitions = _asset_key_and_partitions_for_output(output_context)
if asset_key:
for materialization in _get_output_asset_materializations(
asset_key,
partitions,
output,
output_def,
manager_metadata,
step_context,
):
yield DagsterEvent.asset_materialization(step_context, materialization)
asset_layer = step_context.job_def.asset_layer
execution_type = (
asset_layer.assets_def_for_asset(asset_key).asset_execution_type_for_asset(asset_key)
if asset_layer.has_assets_def_for_asset(asset_key)
else AssetExecutionType.MATERIALIZATION
)

check.invariant(
execution_type != AssetExecutionType.UNEXECUTABLE,
"There should never be unexecutable assets here",
)

check.invariant(
execution_type in {AssetExecutionType.MATERIALIZATION, AssetExecutionType.OBSERVATION},
f"Unexpected asset execution type {execution_type}",
)

yield from (
(
DagsterEvent.asset_materialization(step_context, materialization)
for materialization in _get_output_asset_materializations(
asset_key,
partitions,
output,
output_def,
manager_metadata,
step_context,
)
)
if execution_type == AssetExecutionType.MATERIALIZATION
else ()
)
Comment on lines +800 to +814
Copy link
Member Author

@schrockn schrockn Sep 22, 2023

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

@alangenfeld I think this is nicer put arguably a little overly clever as it's a little obscured that it is making a lazily computed geneator 🤷


yield DagsterEvent.handled_output(
step_context,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -211,7 +211,9 @@ def test_observable_source_asset_decorator() -> None:
def an_observable_source_asset() -> DataVersion:
return DataVersion("foo")

defs = Definitions(assets=[create_external_asset_from_source_asset(an_observable_source_asset)])
assets_def = create_external_asset_from_source_asset(an_observable_source_asset)
assert assets_def.is_asset_executable(an_observable_source_asset.key)
defs = Definitions(assets=[assets_def])

instance = DagsterInstance.ephemeral()
result = defs.get_implicit_global_asset_job_def().execute_in_process(instance=instance)
Expand All @@ -225,6 +227,4 @@ def an_observable_source_asset() -> DataVersion:
assert observation_event.asset_observation_data.asset_observation.data_version == "foo"

all_materializations = result.get_asset_materialization_events()
# Note this does not make sense. We need to make framework changes to allow for the omission of
# a materialzation event
assert len(all_materializations) == 1
assert len(all_materializations) == 0