API for graphs and tasks in Ewoks
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Project description
ewokscore
ewokscore provides an API to define workflows and implement tasks in ewoks.
Install
pip install ewokscore[test]
Test
pytest --pyargs ewokscore.tests
Getting started
from ewokscore import Task
from ewokscore import execute_graph
# Implement a workflow task
class SumTask(
Task, input_names=["a"], optional_input_names=["b"], output_names=["result"]
):
def run(self):
result = self.inputs.a
if self.inputs.b:
result += self.inputs.b
self.outputs.result = result
# Define a workflow with default inputs
graph = {"id": "testworkflow", "schema_version": "1.1"}
nodes = [
{
"id": "task1",
"task_type": "class",
"task_identifier": "__main__.SumTask",
"default_inputs": [{"name": "a", "value": 1}],
},
{
"id": "task2",
"task_type": "class",
"task_identifier": "__main__.SumTask",
"default_inputs": [{"name": "b", "value": 1}],
},
{
"id": "task3",
"task_type": "class",
"task_identifier": "__main__.SumTask",
"default_inputs": [{"name": "b", "value": 1}],
},
]
links = [
{
"source": "task1",
"target": "task2",
"data_mapping": [{"source_output": "result", "target_input": "a"}],
},
{
"source": "task2",
"target": "task3",
"data_mapping": [{"source_output": "result", "target_input": "a"}],
},
]
workflow = {"graph": graph, "nodes": nodes, "links": links}
# Define task inputs
inputs = [{"id": "task1", "name": "a", "value": 10}]
# Execute a workflow (use a proper Ewoks task scheduler in production)
varinfo = {"root_uri": "/tmp/myresults"} # optionally save all task outputs
result = execute_graph(workflow, varinfo=varinfo, inputs=inputs)
print(result)
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