From 64946bebb703e97bfb81570e616481791bd0f048 Mon Sep 17 00:00:00 2001 From: Roman Krivonos Date: Thu, 9 Oct 2025 19:57:47 +0300 Subject: [PATCH] final --- data/flare1.csv | 795 ++++++++++++++++++++++ data/flare2.csv | 1229 +++++++++++++++++++++++++++++++++++ scripts/00_dyear_to_date.py | 32 + scripts/02_plot_zoom.py | 124 ++++ scripts/03_gti.py | 7 + 5 files changed, 2187 insertions(+) create mode 100644 data/flare1.csv create mode 100644 data/flare2.csv create mode 100755 scripts/00_dyear_to_date.py create mode 100755 scripts/02_plot_zoom.py diff --git a/data/flare1.csv b/data/flare1.csv new file mode 100644 index 0000000..e34013c --- /dev/null +++ b/data/flare1.csv @@ -0,0 +1,795 @@ +timestamp,value_60.0-120.0,error_60.0-120.0 +2020-11-18 18:33:13,4.161123,0.081573 +2020-11-18 19:33:13,4.157399,0.081528 +2020-11-18 20:33:13,4.151878,0.081480 +2020-11-18 21:33:13,4.128764,0.081242 +2020-11-18 22:33:13,4.154678,0.081509 +2020-11-18 23:33:13,4.172094,0.081676 +2020-11-19 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10:46:19,3.947944,0.079523 +2021-12-16 13:46:19,3.960357,0.079645 +2021-12-16 16:46:19,3.952477,0.079564 +2021-12-16 19:46:19,3.950854,0.079543 +2021-12-16 22:46:19,3.972412,0.079762 +2021-12-17 01:46:19,3.989236,0.079928 +2021-12-17 04:46:19,3.967325,0.079705 +2021-12-17 07:46:19,3.961724,0.079651 +2021-12-17 10:46:19,3.975961,0.079794 +2021-12-17 13:46:19,3.981063,0.079845 +2021-12-17 16:46:19,3.984864,0.079880 +2021-12-17 19:46:19,3.963863,0.079668 +2021-12-17 22:46:19,3.997453,0.080000 +2021-12-18 01:46:19,3.979433,0.079821 +2021-12-18 04:46:19,3.981266,0.079842 +2021-12-18 07:46:19,3.966237,0.079698 +2021-12-18 10:46:19,3.980464,0.079836 +2021-12-18 13:46:19,3.994975,0.079978 +2021-12-18 16:46:19,3.991827,0.079944 +2021-12-18 19:46:19,3.979844,0.079825 +2021-12-18 22:46:19,3.988815,0.079917 +2021-12-19 01:46:19,3.990458,0.079934 +2021-12-19 04:46:19,3.978793,0.079820 +2021-12-19 07:46:19,3.982988,0.079862 +2021-12-19 10:46:19,3.985469,0.079885 +2021-12-19 13:46:19,3.992865,0.079956 +2021-12-19 16:46:19,3.991818,0.079947 +2021-12-19 19:46:19,3.969727,0.079726 +2021-12-19 22:46:19,3.955369,0.079603 +2021-12-20 01:46:19,3.948321,0.079538 +2021-12-20 04:46:19,3.945734,0.079509 +2021-12-20 07:46:19,3.927280,0.079329 +2021-12-20 10:46:19,3.944679,0.079499 +2021-12-20 13:46:19,3.948407,0.079539 +2021-12-20 16:46:19,3.920716,0.079262 +2021-12-20 19:46:19,3.916564,0.079217 +2021-12-20 22:46:19,3.934546,0.079405 +2021-12-21 01:46:19,3.938463,0.079433 +2021-12-21 04:46:19,3.919350,0.079253 +2021-12-21 07:46:19,3.921239,0.079275 +2021-12-21 10:46:19,3.917433,0.079233 +2021-12-21 13:46:19,3.921518,0.079272 +2021-12-21 16:46:19,3.927060,0.079331 +2021-12-21 19:46:19,3.905148,0.079106 +2021-12-21 22:46:19,3.905043,0.079115 +2021-12-22 01:46:19,3.918529,0.079256 +2021-12-22 04:46:19,3.911902,0.079194 +2021-12-22 07:46:19,3.891823,0.078989 +2021-12-22 10:46:19,3.904309,0.079106 +2021-12-22 13:46:19,3.923635,0.079303 +2021-12-22 16:46:19,3.900697,0.079081 +2021-12-22 19:46:19,3.878435,0.078846 +2021-12-22 22:46:19,3.915967,0.079222 +2021-12-23 01:46:19,3.907497,0.079142 +2021-12-23 04:46:19,3.896436,0.079030 +2021-12-23 07:46:19,3.892762,0.078999 +2021-12-23 10:46:19,3.892711,0.078994 +2021-12-23 13:46:19,3.922135,0.079288 +2021-12-23 16:46:19,3.915753,0.079225 +2021-12-23 19:46:19,3.887560,0.078936 +2021-12-23 22:46:19,3.902538,0.079093 +2021-12-24 01:46:19,3.894729,0.079016 +2021-12-24 04:46:19,3.885075,0.078926 +2021-12-24 07:46:19,3.879131,0.078869 +2021-12-24 10:46:19,3.889195,0.078966 +2021-12-24 13:46:19,3.887690,0.078946 +2021-12-24 16:46:19,3.898202,0.079056 +2021-12-24 19:46:19,3.897512,0.079037 +2021-12-24 22:46:19,3.917175,0.079242 +2021-12-25 01:46:19,3.917606,0.079249 +2021-12-25 04:46:19,3.914393,0.079214 +2021-12-25 07:46:19,3.904225,0.079113 +2021-12-25 10:46:19,3.902521,0.079078 +2021-12-25 13:46:19,3.918889,0.079244 +2021-12-25 16:46:19,3.921453,0.079268 +2021-12-25 19:46:19,3.905441,0.079104 +2021-12-25 22:46:19,3.921657,0.079270 +2021-12-26 01:46:19,3.936397,0.079413 +2021-12-26 04:46:19,3.930012,0.079352 +2021-12-26 07:46:19,3.916189,0.079213 +2021-12-26 10:46:19,3.934422,0.079388 +2021-12-26 13:46:19,3.952409,0.079564 +2021-12-26 16:46:19,3.944210,0.079483 +2021-12-26 19:46:19,3.939014,0.079428 +2021-12-26 22:46:19,3.962584,0.079664 +2021-12-27 01:46:19,3.961774,0.079656 +2021-12-27 04:46:19,3.970715,0.079747 +2021-12-27 07:46:19,3.968543,0.079724 +2021-12-27 10:46:19,3.969108,0.079724 +2021-12-27 13:46:19,3.979907,0.079833 +2021-12-27 16:46:19,3.966543,0.079702 +2021-12-27 19:46:19,3.950428,0.079540 +2021-12-27 22:46:19,3.962520,0.079667 +2021-12-28 01:46:19,3.948735,0.079521 +2021-12-28 04:46:19,3.939062,0.079432 +2021-12-28 07:46:19,3.954052,0.079580 +2021-12-28 10:46:19,3.945565,0.079498 +2021-12-28 13:46:19,3.939391,0.079438 +2021-12-28 16:46:19,3.937514,0.079416 +2021-12-28 19:46:19,3.923193,0.079271 +2021-12-28 22:46:19,3.942893,0.079474 +2021-12-29 01:46:19,3.953351,0.079578 +2021-12-29 04:46:19,3.940865,0.079455 +2021-12-29 07:46:19,3.945568,0.079503 +2021-12-29 10:46:19,3.950117,0.079542 +2021-12-29 13:46:19,3.945417,0.079500 +2021-12-29 16:46:19,3.944458,0.079488 +2021-12-29 19:46:19,3.939900,0.079431 +2021-12-29 22:46:19,3.966084,0.079699 +2021-12-30 01:46:19,3.962710,0.079670 +2021-12-30 04:46:19,3.948951,0.079529 +2021-12-30 07:46:19,3.948232,0.079521 +2021-12-30 10:46:19,3.948186,0.079518 +2021-12-30 13:46:19,3.955516,0.079588 +2021-12-30 16:46:19,3.970399,0.079731 +2021-12-30 19:46:19,3.949605,0.079520 +2021-12-30 22:46:19,3.976158,0.079792 +2021-12-31 01:46:19,3.982004,0.079841 +2021-12-31 04:46:19,3.976616,0.079798 +2021-12-31 07:46:19,3.958520,0.079612 +2021-12-31 10:46:19,3.979413,0.079826 +2021-12-31 13:46:19,3.982514,0.079850 +2021-12-31 16:46:19,3.984743,0.079873 +2021-12-31 19:46:19,3.967200,0.079693 +2021-12-31 22:46:19,3.984984,0.079870 +2022-01-01 01:46:19,3.977353,0.079805 +2022-01-01 04:46:19,3.958965,0.079627 +2022-01-01 07:46:19,3.950150,0.079543 +2022-01-01 10:46:19,3.953742,0.079578 +2022-01-01 13:46:19,3.939327,0.079446 +2022-01-01 16:46:19,3.936322,0.079419 +2022-01-01 19:46:19,3.929466,0.079339 +2022-01-01 22:46:19,3.961055,0.079659 +2022-01-02 01:46:19,3.940550,0.079457 +2022-01-02 04:46:19,3.931438,0.079371 +2022-01-02 07:46:19,3.923415,0.079290 +2022-01-02 10:46:19,3.925820,0.079307 +2022-01-02 13:46:19,3.939616,0.079445 +2022-01-02 16:46:19,3.919658,0.079253 +2022-01-02 19:46:19,3.928084,0.079329 +2022-01-02 22:46:19,3.934196,0.079392 +2022-01-03 01:46:19,3.944714,0.079485 +2022-01-03 04:46:19,3.937374,0.079430 +2022-01-03 07:46:19,3.942944,0.079485 +2022-01-03 10:46:19,3.944618,0.079493 +2022-01-03 13:46:19,3.945054,0.079499 +2022-01-03 16:46:19,3.933066,0.079383 +2022-01-03 19:46:19,3.930668,0.079352 +2022-01-03 22:46:19,3.956719,0.079607 +2022-01-04 01:46:19,3.959167,0.079636 +2022-01-04 04:46:19,3.930691,0.079361 +2022-01-04 07:46:19,3.949340,0.079540 +2022-01-04 10:46:19,3.970390,0.079749 +2022-01-04 13:46:19,3.958956,0.079634 +2022-01-04 16:46:19,3.960595,0.079655 +2022-01-04 19:46:19,3.943858,0.079471 +2022-01-04 22:46:19,3.958280,0.079622 +2022-01-05 01:46:19,3.966384,0.079704 +2022-01-05 04:46:19,3.974432,0.079782 +2022-01-05 07:46:19,3.957769,0.079614 +2022-01-05 10:46:19,3.966391,0.079699 +2022-01-05 13:46:19,3.983129,0.079870 +2022-01-05 16:46:19,3.962254,0.079659 +2022-01-05 19:46:19,3.970672,0.079738 +2022-01-05 22:46:19,3.984866,0.079880 +2022-01-06 01:46:19,3.974545,0.079779 +2022-01-06 04:46:19,3.984748,0.079881 +2022-01-06 07:46:19,3.976658,0.079800 +2022-01-06 10:46:19,3.999002,0.080018 +2022-01-06 13:46:19,3.986027,0.079887 +2022-01-06 16:46:19,3.975135,0.079790 +2022-01-06 19:46:19,3.958862,0.079625 +2022-01-06 22:46:19,3.986331,0.079896 +2022-01-07 01:46:19,3.982782,0.079855 +2022-01-07 04:46:19,3.976167,0.079798 +2022-01-07 07:46:19,3.993927,0.079976 +2022-01-07 10:46:19,3.984982,0.079882 +2022-01-07 13:46:19,3.991382,0.079947 +2022-01-07 16:46:19,3.987380,0.079903 +2022-01-07 19:46:19,3.983179,0.079856 +2022-01-07 22:46:19,4.010310,0.080125 +2022-01-08 01:46:19,4.002341,0.080047 +2022-01-08 04:46:19,3.995597,0.079988 +2022-01-08 07:46:19,4.034711,0.080357 +2022-01-08 10:46:19,4.033286,0.080332 +2022-01-08 13:46:19,4.026266,0.080267 +2022-01-08 16:46:19,4.049201,0.080495 +2022-01-08 19:46:19,4.019939,0.080188 +2022-01-08 22:46:19,3.985707,0.079867 +2022-01-09 01:46:19,3.966838,0.079705 +2022-01-09 04:46:19,3.922843,0.079285 +2022-01-09 07:46:19,3.906014,0.079120 +2022-01-09 10:46:19,3.908447,0.079141 diff --git a/scripts/00_dyear_to_date.py b/scripts/00_dyear_to_date.py new file mode 100755 index 0000000..366341a --- /dev/null +++ b/scripts/00_dyear_to_date.py @@ -0,0 +1,32 @@ +from datetime import datetime, timedelta + +def decimal_year_to_date(decimal_year): + """ + Converts a decimal year (e.g., 2024.5) to a datetime object. + """ + year = int(decimal_year) + fractional_year = decimal_year - year + + # Determine if it's a leap year to get the correct number of days + is_leap_year = (year % 4 == 0 and year % 100 != 0) or (year % 400 == 0) + days_in_year = 366 if is_leap_year else 365 + + # Calculate the day of the year (1-indexed) + day_of_year = int(fractional_year * days_in_year) + 1 + + # Create a datetime object for January 1st of the given year + start_of_year = datetime(year, 1, 1) + + # Add the calculated number of days to get the final date + result_date = start_of_year + timedelta(days=day_of_year - 1) + + return result_date + +# Example usage: +decimal_year_example = 2020.9181 +date_result = decimal_year_to_date(decimal_year_example) +print(f"Decimal year {decimal_year_example} converts to: {date_result}") + +decimal_year_example_2 = 2021.8271 +date_result_2 = decimal_year_to_date(decimal_year_example_2) +print(f"Decimal year {decimal_year_example_2} converts to: {date_result_2}") diff --git a/scripts/02_plot_zoom.py b/scripts/02_plot_zoom.py new file mode 100755 index 0000000..aaf4e88 --- /dev/null +++ b/scripts/02_plot_zoom.py @@ -0,0 +1,124 @@ +#!/usr/bin/env python +""" +НАЗВАНИЕ: + + plot.py + + +НАЗНАЧЕНИЕ: + + Простой скрипт для отрисовки файла, выгруженного с СРГ L2 монитора https://monitor.srg.cosmos.ru/ + +ВЫЗОВ: + + conda activate + ./plot.py + + +УПРАВЛЕНИЕ: + + Название файла надо вставить внутрь скрипта (ищите default.csv) + +ПАРАМЕТРЫ: + + N/A + + +ВЫВОД: + + Файл monitor.png записывается в текущую директорию + + +ИСТОРИЯ: + Роман Кривонос, ИКИ РАН, krivonos@cosmos.ru + Декабрь 2024 + +""" + +import matplotlib.pyplot as plt +import numpy as np +from matplotlib import ticker +import pandas as pd +import datetime +import dateutil +from os.path import dirname +import inspect + +import monitor +from monitor.config import * +from monitor.utils import * + +""" find root dir """ +root_path=dirname(dirname(dirname(inspect.getfile(monitor)))) +print("Monitor root path: {}".format(root_path)) + + +products_dir=root_path+'/products/' +data_dir=root_path+'/data/' + +create_folder(products_dir) + +fig, ax = plt.subplots(figsize=(9, 5), dpi=100) + + +#ax.set(xlabel='time (s)', ylabel='voltage (mV)', +# title='About as simple as it gets, folks') + +ax.grid(visible=True,linestyle='dotted', ) +ax.xaxis.set_minor_locator(ticker.MultipleLocator(1/12)) +ax.yaxis.set_minor_locator(ticker.MultipleLocator(0.2)) +ax.tick_params(axis="both", width=1, labelsize=14) + +#ax.grid() +#plt.xlim([2020,2025]) +#plt.ylim([2,12]) +ax.xaxis.set_minor_locator(ticker.MultipleLocator(1/12)) +ax.yaxis.set_minor_locator(ticker.MultipleLocator(0.2)) +ax.tick_params(axis="both", width=1, labelsize=14) + +for axis in ['top','bottom','left','right']: + ax.spines[axis].set_linewidth(1) + +cl='black' + +input_file='flare2.csv' + +# Сюда надо вставить название файла, скачанного с https://monitor.srg.cosmos.ru/ +df = pd.read_csv(data_dir+input_file) + + +tm=[] +rate=[] + +# first flare (weak) +#year=2020 +#tstart=2020.8365-year +#tstop=2020.9916-year + +# second flare (strong) +year=2021 +tstart=2021.800-year +tstop=2021.88-year + +for index, row in df.iterrows(): + dt = dateutil.parser.parse(row['timestamp']) + dyear = get_decimal_year(dt)-year + + if(dyear < tstart or dyear > tstop): + continue + tm.append(dyear) + rate.append(float(row['value_60.0-120.0'])) + +plt.plot(tm, rate, color=cl, linewidth=2, linestyle='solid') + +#geminga_dt = datetime.date.fromisoformat('2023-04-16') +#day_of_year = geminga_dt.timetuple().tm_yday # returns 1 for January 1st +#geminga_tm=geminga_dt.year+(day_of_year/365) +#plt.axvline(x = geminga_tm, color = 'b', linewidth=3 , linestyle='dashed', label = 'Geminga scan') + +plt.ylabel('Count rate (counts s$^{-1}$)',fontsize=14, fontweight='normal') +plt.xlabel(f'Year {year}',fontsize=14, fontweight='normal') + +fout_png=input_file.replace(".csv",".png") +fig.savefig(products_dir+fout_png, bbox_inches='tight') +plt.show() diff --git a/scripts/03_gti.py b/scripts/03_gti.py index c6a6de1..ff5c67a 100755 --- a/scripts/03_gti.py +++ b/scripts/03_gti.py @@ -73,6 +73,13 @@ ax.xaxis.set_minor_locator(ticker.MultipleLocator(1/12)) ax.yaxis.set_minor_locator(ticker.MultipleLocator(0.2)) ax.tick_params(axis="both", width=1, labelsize=14) +#geminga_dt = datetime.date.fromisoformat('2023-04-16') +#day_of_year = geminga_dt.timetuple().tm_yday # returns 1 for January 1st +#geminga_tm=geminga_dt.year+(day_of_year/365) +#plt.axvline(x = geminga_tm, color = 'b', linewidth=3 , linestyle='dashed', label = 'Geminga scan') + + + #plt.xlim([2020,2025]) #plt.ylim([2,12]) plt.ylabel('Count rate (counts s$^{-1}$)',fontsize=14, fontweight='normal')