diff --git a/predict_demo.py b/predict_demo.py new file mode 100644 index 0000000..5daeda0 --- /dev/null +++ b/predict_demo.py @@ -0,0 +1,36 @@ +''' +用于测试预测逻辑 +@Author: QST520 +''' +import numpy as np + +import datetime +import matplotlib.pyplot as plt + + +def datetime_to_number(date: str): # 格式化日期转换为 integer + date_number = datetime.datetime.strptime(date, "%Y-%m-%d") + base_number = datetime.datetime.strptime("2024-1-1", "%Y-%m-%d") + return date_number.__sub__(base_number).days + + +if __name__ == '__main__': # 预测 demo + xs = [ + '2024-6-4', '2024-6-5', '2024-6-6', '2024-6-7', '2024-6-8', '2024-6-9', + '2024-6-10', '2024-6-11', '2024-6-12', '2024-6-13' + ] + ys = [15, 14, 16, 15, 16, 13, 12, 11, 9, 8] + xs = np.array(list(map(datetime_to_number, xs))) + ys = np.array(ys) + fit = np.polyfit(xs, ys, 1) + fn = np.poly1d(fit) + print('2024-6-14 PREDICTION: ' + + str(int(fn(datetime_to_number('2024-6-14'))))) + print('2024-6-15 PREDICTION: ' + + str(int(fn(datetime_to_number('2024-6-15'))))) + print('2024-6-16 PREDICTION: ' + + str(int(fn(datetime_to_number('2024-6-16'))))) + print('2024-6-17 PREDICTION: ' + + str(int(fn(datetime_to_number('2024-6-17'))))) + print('2024-6-18 PREDICTION: ' + + str(int(fn(datetime_to_number('2024-6-18')))))