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Commit c824b92a authored by raoul.dupuis's avatar raoul.dupuis
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add Dockerfile

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Dockerfile 0 → 100644
+ 7
− 0
View file @ c824b92a
FROM python:3.10
ADD /app/ .
RUN pip install -r requirements.txt
CMD ["python", "main.py"]
\ No newline at end of file
app/159_2022-12-12_2w.csv 0 → 100644
+ 20161
− 0
View file @ c824b92a
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app/159_2023-01-08_1d.csv 0 → 100644
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timestamp,p_l1,p_l2,p_l3,p
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159_2023-01-11_1d.csv → app/159_2023-01-11_1d.csv
+ 0
− 0
View file @ c824b92a
File moved
main.py → app/main.py
+ 3
− 0
View file @ c824b92a
...@@ -46,10 +46,13 @@ def predict(df, reg = None): ...@@ -46,10 +46,13 @@ def predict(df, reg = None):
error = round(mean_absolute_percentage_error([y.iloc[i]], predictions), 3) error = round(mean_absolute_percentage_error([y.iloc[i]], predictions), 3)
if error > 0.2: if error > 0.2:
print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.FAIL}{error}{bcolors.ENDC}') print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.FAIL}{error}{bcolors.ENDC}')
# TODO
# send bad prediction and real value to cloud
elif error > 0.1: elif error > 0.1:
print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.WARNING}{error}{bcolors.ENDC}') print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.WARNING}{error}{bcolors.ENDC}')
else: else:
print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.OKGREEN}{error}{bcolors.ENDC}') print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.OKGREEN}{error}{bcolors.ENDC}')
time.sleep(0.1) time.sleep(0.1)
......
model_xgboost.json → app/model_xgboost.json
+ 0
− 0
View file @ c824b92a
File moved
app/requirements.txt 0 → 100644
+ 9
− 0
View file @ c824b92a
pandas
matplotlib
xgboost
scikit-learn
exoscale
importlib-metadata
bson
#matplotlib gui :
pyqt5
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