Created
July 18, 2020 00:40
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import prefect | |
from prefect import Flow, task, Task, case, Parameter | |
from prefect.environments import LocalEnvironment | |
from prefect.environments.storage import S3 | |
from prefect.tasks.prefect import FlowRunTask | |
from prefect.tasks.control_flow import merge | |
from prefect.engine.results import PrefectResult | |
with Flow('subflow-one') as subflow_one: | |
x = Parameter('x') | |
@task(slug='result', result=PrefectResult()) | |
def result(x): | |
return x ** 2 | |
result(x) | |
subflow_one.register(project_name='mattk') | |
with Flow('subflow-two') as subflow_two: | |
x = Parameter('x') | |
@task(slug='result', result=PrefectResult()) | |
def result(x): | |
return x ** 3 + 46 | |
result(x) | |
subflow_two.register(project_name='mattk') | |
with Flow('super-flow') as flow: | |
@task | |
def format_params(n): | |
return dict(x=n) | |
@task | |
def get_result_from_subflow(flow_run_id): | |
c = prefect.Client() | |
info = c.get_flow_run_info(flow_run_id) | |
res = None | |
for x in info.task_runs.to_list(): | |
if x.task_slug == 'result' : | |
x.state.load_result() | |
if isinstance(x.state._result, PrefectResult) : | |
res = x.state.result | |
else: | |
raise ValueError('expected PrefectResult') | |
return res | |
n = Parameter('input', default=1) | |
group = Parameter('flow_group') | |
name = Parameter('flow_name') | |
formatted_parameters = format_params(n) | |
subflow_run = FlowRunTask(wait=True)(flow_name=name, project_name=group, parameters=formatted_parameters) | |
result = get_result_from_subflow(subflow_run) | |
flow.register(project_name='mattk') | |
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This looks really neat. Thank you again