awg commit algorithm components

data_processing/data_operation/data_join.py

@@ -1,6 +1,5 @@
 import pandas as pd
 from pymongo import MongoClient
-from sqlalchemy import create_engine
 from flask import Flask,request,jsonify
 import time
 import logging

data_processing/data_operation/mysql_to_mongo.py

@@ -5,7 +5,6 @@ from flask import Flask,request,jsonify
 import time
 import logging
 import traceback
-from functools import reduce
 
 app = Flask('mysql_to_mongo——service')
 

data_processing/processing_limit_power/processing_limit_power_by_statistics_wind.py

@@ -4,9 +4,7 @@ from flask import Flask,request,jsonify
 import time
 import logging
 import traceback
-from sklearn.linear_model import LinearRegression
 import numpy as np
-from bson.decimal128 import Decimal128
 from sklearn.preprocessing import StandardScaler
 from sklearn.cluster import DBSCAN
 

requirements.txt

@@ -11,3 +11,7 @@ numpy== 1.19.5
 scikit-learn== 1.0.2
 plotly==5.18.0
 lightgbm==4.5.0
+joblib==1.3.2
+tensorflow==2.2.0
+matplotlib==3.5.3
+Keras==2.3.1