def emit(_):
for i in range(3):
yield DynamicOutput(value=i, mapping_key=str(i))
def dynamic_output_solid(_):
yield DynamicOutput(1, "1")
yield DynamicOutput(2, "2")
def dynamic():
for x in ["a", "b"]:
yield DynamicOutput(x, x)
def _step_output_error_checked_user_event_sequence(
step_context: StepExecutionContext, user_event_sequence: Iterator[SolidOutputUnion]
) -> Iterator[SolidOutputUnion]:
"""
Process the event sequence to check for invariant violations in the event
sequence related to Output events emitted from the compute_fn.
This consumes and emits an event sequence.
"""
check.inst_param(step_context, "step_context", StepExecutionContext)
check.generator_param(user_event_sequence, "user_event_sequence")
step = step_context.step
op_label = step_context.describe_op()
output_names = list([output_def.name for output_def in step.step_outputs])
for user_event in user_event_sequence:
if not isinstance(user_event, (Output, DynamicOutput)):
yield user_event
continue
# do additional processing on Outputs
output = user_event
if not step.has_step_output(cast(str, output.output_name)):
raise DagsterInvariantViolationError(
f'Core compute for {op_label} returned an output "{output.output_name}" that does '
f"not exist. The available outputs are {output_names}"
)
step_output = step.step_output_named(cast(str, output.output_name))
output_def = step_context.pipeline_def.get_solid(step_output.solid_handle).output_def_named(
step_output.name
)
if isinstance(output, Output):
if step_context.has_seen_output(output.output_name):
raise DagsterInvariantViolationError(
f'Compute for {op_label} returned an output "{output.output_name}" multiple '
"times"
)
if output_def.is_dynamic:
raise DagsterInvariantViolationError(
f'Compute for {op_label} for output "{output.output_name}" defined as dynamic '
"must yield DynamicOutput, got Output."
)
step_context.observe_output(output.output_name)
metadata = step_context.get_output_metadata(output.output_name)
output = Output(
value=output.value,
output_name=output.output_name,
metadata_entries=output.metadata_entries
+ normalize_metadata(cast(Dict[str, Any], metadata), []),
)
else:
if not output_def.is_dynamic:
raise DagsterInvariantViolationError(
f"Compute for {op_label} yielded a DynamicOutput, but did not use "
"DynamicOutputDefinition."
)
if step_context.has_seen_output(output.output_name, output.mapping_key):
raise DagsterInvariantViolationError(
f"Compute for {op_label} yielded a DynamicOutput with mapping_key "
f'"{output.mapping_key}" multiple times.'
)
step_context.observe_output(output.output_name, output.mapping_key)
metadata = step_context.get_output_metadata(
output.output_name, mapping_key=output.mapping_key
)
output = DynamicOutput(
value=output.value,
output_name=output.output_name,
metadata_entries=output.metadata_entries
+ normalize_metadata(cast(Dict[str, Any], metadata), []),
mapping_key=output.mapping_key,
)
yield output
for step_output in step.step_outputs:
step_output_def = step_context.solid_def.output_def_named(step_output.name)
if not step_context.has_seen_output(step_output_def.name) and not step_output_def.optional:
if step_output_def.dagster_type.kind == DagsterTypeKind.NOTHING:
step_context.log.info(
f'Emitting implicit Nothing for output "{step_output_def.name}" on {op_label}'
)
yield Output(output_name=step_output_def.name, value=None)
elif not step_output_def.is_dynamic:
raise DagsterStepOutputNotFoundError(
(
f"Core compute for {op_label} did not return an output for non-optional "
f'output "{step_output_def.name}"'
),
step_key=step.key,
output_name=step_output_def.name,
)
def dynamic_output_op():
for x in range(10):
yield DynamicOutput(x, str(x))