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support for local time #5

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support for local time #5

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19 changes: 18 additions & 1 deletion tempmon/utils/preprocess_data.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,9 +6,21 @@

import numpy as np
import pandas as pd
import pendulum
import pytz
from definitions import PROJECT_ROOT


def convert_utc_to_local_time(utc_time):
cet = pytz.timezone('CET')
tz_abbreviation = utc_time.astimezone(cet).tzname()

if tz_abbreviation == 'CET':
print("The time is in Central European Time (CET).")
elif tz_abbreviation == 'CEST':
print("The time is in Central European Summer Time (CEST).")


class BaseLineReader:
def __init__(self):
self.per_line_dict = {
Expand Down Expand Up @@ -72,10 +84,15 @@ def read_line(self, line):
# Format 3: outdoor temp: 27, GPU jobs: 16, CPU jobs: 0, CPU on GPU jobs: 0, total jobs: 16, server room temp: 22.81, date: Fri Jul 28 17:00:02 CEST 2023
time_format = "%a %b %d %H:%M:%S %Z %Y"
record = line.strip().split(", ")

utc_time = datetime.strptime(record[6].split(": ")[1], time_format)
pendulum_time = pendulum.instance(utc_time)
local_time = pendulum_time.in_tz("Europe/Vienna")

my_line = copy.deepcopy(self.per_line_dict)
my_line.update({"outdoor temp": float(record[0].split(": ")[1]), "GPU jobs": int(record[1].split(": ")[1]), "CPU jobs": int(record[2].split(": ")[1]),
"CPU on GPU jobs": int(record[3].split(": ")[1]), "total jobs": int(record[4].split(": ")[1]), "server room temp": float(record[5].split(": ")[1]),
"date": datetime.strptime(record[6].split(": ")[1], time_format)})
"date": local_time})
return my_line

class BufferReader:
Expand Down