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62 lines
1.3 KiB
62 lines
1.3 KiB
#!/usr/bin/python3
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from sklearn.linear_model import LinearRegression
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import pandas as pd
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import numpy as np
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import logging
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import json
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from fonction import getUserWithData,generateJsonModel,generateModele,sendJsonToApi
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# ---------------- Main ------------------- #
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urlGetAllData = "https://codefirst.iut.uca.fr/containers/SmartFit-smartfit_api/ai/data"
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# --- Call Api
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dataUser = getUserWithData(url=urlGetAllData)
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'''
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dataUser = [{
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"uuid": "xxxx",
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"categories": [
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{
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"name": "walking",
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"infos": [
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{
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"json": {"BpmAvg":100,"TimeOfActivity":225,"StartTime":1234}
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}
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]
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},
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{
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"name": "cycling",
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"infos": [
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{
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"json": {"BpmAvg":110,"TimeOfActivity":225,"StartTime":12345}
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}
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]
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}
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]
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}
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]'''
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logging.error("Nombre de User : "+str(len(dataUser)))
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i = 0
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for user in dataUser:
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userUUID = user["uuid"]
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for category in user["categories"]:
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jsonTmp = {}
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model = generateModele(category["infos"])
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jsonTmp["uuid"] = userUUID
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jsonTmp["category"] = category["name"]
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jsonTmp["model"] = json.dumps(generateJsonModel(model))
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print(json.dumps(generateJsonModel(model)))
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sendJsonToApi(urlGetAllData,json.dumps(jsonTmp))
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i+=1
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logging.error("User nb "+str(i)+" finis")
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logging.error("Exec Fini")
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