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+---
+tags:
+  - taskflow
+  - "#openstack"
+references:
+  - https://github.com/openstack/taskflow/blob/master/taskflow/examples/resume_from_backend.py
+---
+```python
+import time
+import contextlib
+
+from taskflow.patterns import linear_flow as lf
+from taskflow import task, engines
+from taskflow.persistence import backends, models
+from taskflow.exceptions import NotFound
+
+
+class PrintAndWait(task.Task):
+    def execute(self, *args, **kwargs):
+        print(self.name)
+        time.sleep(10)
+        return self.name
+
+
+def logbook_and_flow_detail(backend, id):
+    conn = backend.get_connection()
+
+    try:
+        logbook = conn.get_logbook(id)
+        flow_detail = logbook.find(id)
+    except NotFound:
+        logbook = models.LogBook("printer_log", uuid=id)
+        flow_detail = models.FlowDetail("cool flow", uuid=id)
+        logbook.add(flow_detail)
+
+        with contextlib.closing(backend.get_connection()) as conn:
+            conn.upgrade()
+            conn.save_logbook(logbook)
+
+    return logbook, flow_detail
+
+
+def create_flow():
+    main_flow = lf.Flow("main_flow")
+
+    for i in range(10):
+        main_flow.add(PrintAndWait(name=f"print_n_wait_{i}"))
+
+    return main_flow
+
+
+def main():
+    backend = backends.fetch(conf=dict(connection="sqlite:///test.db"))
+    logbook, flow_detail = logbook_and_flow_detail(backend, "1")
+
+    flow = create_flow()
+    eng = engines.load(flow, flow_detail=flow_detail, backend=backend, book=logbook)
+
+    eng.run()
+
+
+if __name__ == "__main__":
+    main()
+```
+\ No newline at end of file