24 lines
639 B
Python
24 lines
639 B
Python
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# app.py
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import lightning as L
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class TrainComponent(L.LightningWork):
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def run(self, x):
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print(f'train a model on {x}')
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class AnalyzeComponent(L.LightningWork):
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def run(self, x):
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print(f'analyze model on {x}')
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class WorkflowOrchestrator(L.LightningFlow):
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def __init__(self) -> None:
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super().__init__()
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self.train = TrainComponent(cloud_compute=L.CloudCompute('cpu'))
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self.analyze = AnalyzeComponent(cloud_compute=L.CloudCompute('gpu'))
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def run(self):
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self.train.run("GPU machine 1")
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self.analyze.run("CPU machine 2")
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app = L.LightningApp(WorkflowOrchestrator())
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