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Changes:完整窗口均值计算以及对应测试代码完成

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孙凯文
2022-05-23 09:39:54 +08:00
parent 79bc30ea79
commit 20bcd73cac
2 changed files with 10 additions and 4 deletions
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8
average.py
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@@ -26,12 +26,16 @@ class average(algorithm):
self.present_number_ = len(self.window_1_) self.present_number_ = len(self.window_1_)
if self.present_number_ < self.average_number_: if self.present_number_ < self.average_number_:
self.window_1_.append(value) self.window_1_.append(value)
return
else:
self.sum = 0 self.sum = 0
for i in self.window_1_: for i in self.window_1_:
self.sum = self.sum + i self.sum = self.sum + i
self.average = self.sum / len(self.window_1_) self.average = self.sum / len(self.window_1_)
return self.average
else:
self.sum = 0
del self.window_1_[0] del self.window_1_[0]
self.window_1_.append(value) self.window_1_.append(value)
for i in self.window_1_:
self.sum = self.sum + i
self.average = self.sum / len(self.window_1_)
return self.average return self.average

6
average_test_csv.py
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@@ -3,6 +3,8 @@ from average import average
import ray import ray
ray.init() ray.init()
ray.RAY_DISABLE_MEMORY_MONITOR=1
filepath = "D:/python_project_data/1.csv" filepath = "D:/python_project_data/1.csv"
origin_data = pd.read_csv(filepath) origin_data = pd.read_csv(filepath)
row_len = origin_data.shape[0] row_len = origin_data.shape[0]
@@ -17,9 +19,9 @@ algorithm_average.set_config.remote('{"AVERAGE_NUMBER": 5 }')
# algorithm_step.set_config('{"CYCLE_TIME_BASE": 5 }') # algorithm_step.set_config('{"CYCLE_TIME_BASE": 5 }')
for i in range(0,row_len): for i in range(0,row_len):
futures=algorithm_average.eval.remote(origin_data.loc[i,cow_name]) futures=algorithm_average.eval.remote(origin_data.loc[i,cow_name])
average_data.loc[i,cow_name]=ray.get(futures) average_data.loc[i, cow_name]=ray.get(futures)
print(average_data.loc[:,cow_name]) print(average_data.loc[:, cow_name])
contrast_data[cow_name+'_average'] = average_data[cow_name] contrast_data[cow_name+'_average'] = average_data[cow_name]
# average_data.to_csv("D:/python_project_data/1_disturb.csv", index=False) # average_data.to_csv("D:/python_project_data/1_disturb.csv", index=False)
contrast_data.to_csv("D:/python_project_data/average_data.csv", index=False) contrast_data.to_csv("D:/python_project_data/average_data.csv", index=False)