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online serving V7

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This commit is contained in:
lzh222333
2021-04-16 05:37:13 +00:00
parent 5095b2a470
commit cec318fbfe
12 changed files with 370 additions and 225 deletions
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13
examples/online_srv/task_manager_rolling_with_updating.py
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@@ -123,7 +123,8 @@ class RollingOnlineExample:
return tasks
def task_training(self, tasks):
self.trainer.train(tasks)
# self.trainer.train(tasks)
self.rolling_online_manager.prepare_new_models(tasks, tag=RollingOnlineManager.ONLINE_TAG)
# This part corresponds to "Task Collecting" in the document
def task_collecting(self):
@@ -165,10 +166,8 @@ class RollingOnlineExample:
self.task_training(tasks)
self.task_collecting()
latest_rec, _ = self.rolling_online_manager.list_latest_recorders()
self.rolling_online_manager.reset_online_tag(list(latest_rec.values()))
self.routine()
# latest_rec, _ = self.rolling_online_manager.list_latest_recorders()
# self.rolling_online_manager.reset_online_tag(list(latest_rec.values()))
def routine(self):
print("========== routine ==========")
@@ -177,6 +176,10 @@ class RollingOnlineExample:
self.print_online_model()
self.task_collecting()
def main(self):
self.first_run()
self.routine()
if __name__ == "__main__":
####### to train the first version's models, use the command below