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reuse pool workers
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parent
0cb1aedf5b
commit
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@ -308,13 +308,12 @@ class Hyperopt(Backtesting):
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'result': result_explanation,
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'result': result_explanation,
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}
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}
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)
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)
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return loss
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# return {
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return {
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# 'loss': loss,
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'loss': loss,
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# 'status': STATUS_OK,
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'status': STATUS_OK,
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# 'result': result_explanation,
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'result': result_explanation,
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# }
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}
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def format_results(self, results: DataFrame) -> str:
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def format_results(self, results: DataFrame) -> str:
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"""
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"""
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@ -374,13 +373,14 @@ class Hyperopt(Backtesting):
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opt = Optimizer(self.hyperopt_space(), "ET", acq_optimizer="sampling")
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opt = Optimizer(self.hyperopt_space(), "ET", acq_optimizer="sampling")
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for i in range(self.total_tries//cpus):
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with Parallel(n_jobs=-1) as parallel:
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asked = opt.ask(n_points=cpus)
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for i in range(self.total_tries//cpus):
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#asked = opt.ask()
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asked = opt.ask(n_points=cpus)
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#f_val = self.generate_optimizer(asked)
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#asked = opt.ask()
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f_val = Parallel(n_jobs=-1)(delayed(self.generate_optimizer)(v) for v in asked)
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#f_val = self.generate_optimizer(asked)
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opt.tell(asked, f_val)
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f_val = parallel(delayed(self.generate_optimizer)(v) for v in asked)
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print(f'got value {f_val}')
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opt.tell(asked, [i['loss'] for i in f_val])
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print(f'got value {f_val}')
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except ValueError:
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except ValueError:
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