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main.py
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main.py
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import os
from telebot import types
import config
import telebot
import json
import sqlite3
from yadisk import YaDisk
from dotenv import load_dotenv
import pandas as pd
from datetime import timedelta, datetime
from telebot.types import CallbackQuery
import plotly.graph_objects as go
from matplotlib import pyplot as plt
bot = telebot.TeleBot(config.token)
path_to_site = "../MSU_aerosol_site"
path_db = f"{path_to_site}/msu_aerosol/database.db"
load_dotenv(f"{path_to_site}/.env")
yadisk_token = os.getenv("YADISK_TOKEN")
disk = YaDisk(token=yadisk_token)
def execute_query(query: str, method="fetchall"):
conn = sqlite3.connect(path_db)
cursor = conn.cursor()
if method == "fetchall":
value = cursor.execute(query).fetchall()
else:
value = cursor.execute(query).fetchone()
conn.close()
return value
def upload_json(path, to_save):
with open(path, "w") as outfile:
json.dump(to_save, outfile)
def make_list_short_name_devices():
return list(
map(lambda x: x[0], execute_query("SELECT name FROM devices WHERE show=TRUE"))
)
def short_name_to_full_name_device(short_name):
return execute_query(
f'SELECT full_name FROM devices WHERE name="{short_name}"',
method="fetchone",
)[0]
def get_time_col(device):
device_id = execute_query(
f'SELECT id FROM devices WHERE full_name = "{device}"',
method="fetchone",
)[0]
return execute_query(
f'SELECT name FROM time_column WHERE device_id = "{device_id}" AND use=1',
method="fetchone",
)[0]
def make_list_cols(device):
device_id = execute_query(
f'SELECT id FROM devices WHERE full_name = "{device}"', method="fetchone"
)[0]
return list(
map(
lambda x: x[0],
execute_query(
f'SELECT name FROM column WHERE device_id = "{device_id}" AND use=1'
),
)
)
def get_color(col):
return execute_query(
f'SELECT color FROM column WHERE name = "{col}"', method="fetchone"
)[0]
def make_range(device):
list_files = os.listdir(f"{path_to_site}/msu_aerosol/proc_data/{device}")
last_record_date = pd.to_datetime(
pd.read_csv(f"{path_to_site}/msu_aerosol/proc_data/{device}/{max(list_files)}")[
get_time_col(device)
].iloc[-1]
)
first_record_date = pd.to_datetime(
pd.read_csv(f"{path_to_site}/msu_aerosol/proc_data/{device}/{min(list_files)}")[
get_time_col(device)
].iloc[0]
)
return first_record_date, last_record_date
def make_list_complexes():
return list(map(lambda x: x[0], execute_query("SELECT name FROM complexes")))
def get_devices_from_complex(complex):
conn = sqlite3.connect(path_db)
cursor = conn.cursor()
complex_id = execute_query(
f'SELECT id FROM complexes WHERE name = "{complex}"',
method="fetchone",
)[0]
return list(
map(
lambda x: x[0],
cursor.execute(
f'SELECT name FROM devices WHERE show=1 AND complex_id="{complex_id}"'
).fetchall(),
)
)
@bot.message_handler(commands=["start"])
def start(message):
id_user = str(message.from_user.id)
user_info_open = json.load(open("user_info.json", "r"))
if id_user not in user_info_open.keys():
user_info_open[id_user] = {}
user_info_open[id_user]["update_quick_access"] = False
user_info_open[id_user].pop("selected_columns", None)
user_info_open[id_user]["device_to_choose"] = []
upload_json("user_info.json", user_info_open)
markup = types.ReplyKeyboardMarkup(resize_keyboard=True)
markup.add(types.KeyboardButton("Просмотр данных с приборов"))
markup.add(types.KeyboardButton("Быстрый доступ"))
bot.send_message(
message.chat.id, text=f"Начните работу с приборами", reply_markup=markup
)
@bot.message_handler(func=lambda message: message.text == "Просмотр данных с приборов")
def choice_devices_or_complexes(message):
markup = types.ReplyKeyboardMarkup(resize_keyboard=True)
markup.add(types.KeyboardButton("Просмотр всех приборов"))
markup.add(types.KeyboardButton("Просмотр приборов по комплексам"))
bot.send_message(
message.chat.id, text=f"Каким образом выбрать прибор?", reply_markup=markup
)
@bot.message_handler(func=lambda message: message.text == "Просмотр всех приборов")
def all_devices(message):
list_short_name_devices = make_list_short_name_devices()
id_user = str(message.from_user.id)
user_info_open = json.load(open("user_info.json", "r"))
if not user_info_open[id_user]["device_to_choose"]:
user_info_open[id_user]["device_to_choose"] = list_short_name_devices
upload_json("user_info.json", user_info_open)
markup = types.ReplyKeyboardMarkup(row_width=1)
markup.add(
*list(
map(
lambda x: types.KeyboardButton(x),
user_info_open[id_user]["device_to_choose"],
)
)
)
bot.send_message(message.chat.id, "Выберите прибор", reply_markup=markup)
@bot.message_handler(
func=lambda message: message.text in make_list_short_name_devices()
)
def choose_device(message):
id_user = str(message.from_user.id)
user_info_open = json.load(open("user_info.json", "r"))
user_info_open[id_user]["device"] = short_name_to_full_name_device(message.text)
upload_json("user_info.json", user_info_open)
choose_time_delay(message)
def choose_time_delay(message):
markup = types.ReplyKeyboardMarkup(resize_keyboard=True)
markup.add(types.KeyboardButton("2 дня"), types.KeyboardButton("7 дней"))
markup.add(types.KeyboardButton("14 дней"), types.KeyboardButton("31 день"))
markup.add(types.KeyboardButton("Свой временной промежуток"))
bot.send_message(
message.chat.id, "Выберите временной промежуток", reply_markup=markup
)
@bot.message_handler(
func=lambda message: message.text in ["2 дня", "7 дней", "14 дней", "31 день"]
)
def choose_default_time_delay(message):
id_user = str(message.from_user.id)
delay = (
2
if message.text == "2 дня"
else 7 if message.text == "7 дней" else 14 if message.text == "14 дней" else 31
)
user_info_open = json.load(open("user_info.json", "r"))
device = user_info_open[id_user]["device"]
file_name = max(os.listdir(f"{path_to_site}/msu_aerosol/proc_data/{device}"))
end_record_date = pd.to_datetime(
pd.read_csv(f"proc_data/{device}/{file_name}")[get_time_col(device)].iloc[-1]
)
user_info_open[id_user]["begin_record_date"] = str(
end_record_date - timedelta(days=delay)
)
user_info_open[id_user]["end_record_date"] = str(end_record_date)
upload_json("user_info.json", user_info_open)
choose_columns(message)
def draw_inline_keyboard(selected_columns, ava_col):
markup = types.InlineKeyboardMarkup(row_width=1)
for i in ava_col:
emoji = " ✔️" if i in selected_columns else " ❌"
markup.add(
types.InlineKeyboardButton(
str(i) + emoji,
callback_data=f"feature_{str(i)}",
)
)
markup.add(types.InlineKeyboardButton("Выбрано", callback_data="next"))
return markup
@bot.callback_query_handler(func=lambda call: True)
def choose_columns(call):
id_user = str(call.from_user.id)
user_info_open = json.load(open("user_info.json", "r"))
ava_col = make_list_cols(user_info_open[str(call.from_user.id)]["device"])
if isinstance(call, CallbackQuery):
text = call.data
else:
text = call.text
if text.startswith("feature"):
feature = "_".join(call.data.split("feature")[1].split("_")[1::])
selected_features = user_info_open[id_user]["selected_columns"]
if feature in selected_features:
selected_features.remove(feature)
bot.answer_callback_query(call.id, "Вы убрали столбец " + feature)
else:
selected_features.append(feature)
bot.answer_callback_query(call.id, "Вы добавили столбец " + feature)
user_info_open[id_user]["selected_columns"] = selected_features
upload_json("user_info.json", user_info_open)
bot.answer_callback_query(call.id, "Вы выбрали Фичу " + feature)
selected_columns = user_info_open[str(call.from_user.id)]["selected_columns"]
bot.edit_message_text(
chat_id=call.message.chat.id,
message_id=call.message.message_id,
text="Нажми",
reply_markup=draw_inline_keyboard(selected_columns, ava_col),
)
elif text == "next":
if (
len(json.load(open("user_info.json", "r"))[id_user]["selected_columns"])
!= 0
):
concat_files(call)
else:
bot.answer_callback_query(call.id, "Ни один параметр не выбран!")
else:
user_info_open = json.load(open("user_info.json", "r"))
if "selected_columns" not in user_info_open[id_user].keys():
user_info_open[id_user]["selected_columns"] = []
upload_json("user_info.json", user_info_open)
selected_columns = user_info_open[id_user]["selected_columns"]
bot.send_message(
call.chat.id,
"Столбцы для выбора:",
reply_markup=draw_inline_keyboard(selected_columns, ava_col),
)
def concat_files(message):
id_user = str(message.from_user.id)
if isinstance(message, CallbackQuery):
text = message.data
else:
text = message.text
user_info_open = json.load(open("user_info.json", "r"))
if user_info_open[id_user]["update_quick_access"]:
user_info_open[id_user]["quick_access"] = user_info_open[id_user].copy()
user_info_open[id_user]["update_quick_access"] = False
upload_json("user_info.json", user_info_open)
bot.send_message(id_user, "Параметры для быстрого доступа выбраны. ")
if text == "Отрисовка графика":
user_info_open = json.load(open("user_info.json", "r"))
user_id = user_info_open[id_user]["quick_access"]
else:
user_info_open = json.load(open("user_info.json", "r"))
user_id = user_info_open[id_user]
device = user_id["device"]
begin_record_date = pd.to_datetime(user_id["begin_record_date"])
end_record_date = pd.to_datetime(user_id["end_record_date"])
current_date, combined_data = begin_record_date, pd.DataFrame()
while current_date <= end_record_date + timedelta(days=100):
try:
data = pd.read_csv(
f"{path_to_site}/msu_aerosol/proc_data/{device}/{current_date.strftime('%Y_%m')}.csv"
)
combined_data = pd.concat([combined_data, data], ignore_index=True)
current_date += timedelta(days=29)
except FileNotFoundError:
current_date += timedelta(days=29)
time_col = get_time_col(device)
combined_data[time_col] = pd.to_datetime(
combined_data[time_col],
format="%Y-%m-%d %H:%M:%S",
)
combined_data = combined_data[
(combined_data[time_col] >= begin_record_date)
& (combined_data[time_col] <= end_record_date + timedelta(days=1))
]
combined_data.set_index(time_col, inplace=True)
combined_data = combined_data.replace(",", ".", regex=True).astype(float)
if (end_record_date - begin_record_date).days > 2 and len(combined_data) >= 500:
combined_data = combined_data.resample("60min").mean()
cols_to_draw = user_id["selected_columns"]
combined_data.reset_index(inplace=True)
fig = go.Figure()
fig.update_layout(
title=str(device),
xaxis=dict(title="Time"),
plot_bgcolor="white",
paper_bgcolor="white",
showlegend=True,
)
fig.update_traces(line={"width": 2})
fig.update_xaxes(
gridcolor="grey",
showline=True,
linewidth=1,
linecolor="black",
mirror=True,
tickformat="%d.%m.%Y",
)
fig.update_yaxes(
gridcolor="grey",
showline=True,
linewidth=1,
linecolor="black",
mirror=True,
)
for col in cols_to_draw:
fig.add_trace(
go.Scatter(
x=combined_data[time_col],
y=combined_data[col],
mode="lines",
name=col,
line=go.scatter.Line(color=get_color(col)),
)
)
fig.write_image(f"graphs_photo/{id_user}.png")
bot.send_photo(id_user, photo=open(f"graphs_photo/{id_user}.png", "rb"))
plt.close()
@bot.message_handler(func=lambda message: message.text == "Свой временной промежуток")
def choose_not_default_delay(message):
choose_not_default_start_date(message)
def choose_not_default_start_date(message):
ID_user = str(message.from_user.id)
user_info_open = json.load(open("user_info.json", "r"))[ID_user]
device = user_info_open["device"]
first_record_date, last_record_date = make_range(device)
first_record_date = first_record_date.strftime("%d.%m.%Y")
last_record_date = last_record_date.strftime("%d.%m.%Y")
bot.send_message(
message.chat.id, f"Данные досупны с {first_record_date} по {last_record_date}"
)
msg = bot.send_message(
message.chat.id,
"Дата начала отрезка данных (в формате 'день.месяц.год')",
reply_markup=types.ReplyKeyboardRemove(),
)
bot.register_next_step_handler(msg, begin_record_date_choose)
def begin_record_date_choose(message):
id_user = str(message.from_user.id)
user_info_open = json.load(open("user_info.json", "r"))
device = user_info_open[id_user]["device"]
first_record_date, last_record_date = make_range(device)
try:
begin_record_date = datetime.strptime(message.text, "%d.%m.%Y").date()
if not last_record_date.date() >= begin_record_date >= first_record_date.date():
raise ValueError
user_info_open[id_user]["begin_record_date"] = str(begin_record_date)
upload_json("user_info.json", user_info_open)
choose_not_default_finish_date(message)
except ValueError:
bot.send_message(message.chat.id, "Введена некорректная дата")
choose_not_default_start_date(message)
def choose_not_default_finish_date(message):
msg = bot.send_message(
message.chat.id,
"Дата конца отрезка данных (в формате 'день.месяц.год')",
)
bot.register_next_step_handler(msg, end_record_date_choose)
def end_record_date_choose(message):
id_user = str(message.from_user.id)
user_info_open = json.load(open("user_info.json", "r"))
device = user_info_open[id_user]["device"]
first_record_date, last_record_date = make_range(device)
try:
end_record_date = datetime.strptime(message.text, "%d.%m.%Y").date()
if not (last_record_date.date() >= end_record_date >= first_record_date.date()):
raise ValueError
user_info_open[id_user]["end_record_date"] = str(end_record_date)
upload_json("user_info.json", user_info_open)
choose_columns(message)
except ValueError:
bot.send_message(message.chat.id, "Введена некорректная дата")
choose_not_default_finish_date(message)
@bot.message_handler(
func=lambda message: message.text == "Просмотр приборов по комплексам"
)
def all_complexes(message):
markup = types.ReplyKeyboardMarkup(row_width=1)
markup.add(*list(map(lambda x: types.KeyboardButton(x), make_list_complexes())))
bot.send_message(message.chat.id, "Выберите комплекс", reply_markup=markup)
@bot.message_handler(func=lambda message: message.text in make_list_complexes())
def choose_one_complex(message):
id_user = str(message.from_user.id)
user_info_open = json.load(open("user_info.json", "r"))
user_info_open[id_user]["device_to_choose"] = get_devices_from_complex(message.text)
upload_json("user_info.json", user_info_open)
all_devices(message)
@bot.message_handler(func=lambda message: message.text == "Быстрый доступ")
def quick_access(message):
id_user = str(message.from_user.id)
markup = types.ReplyKeyboardMarkup(row_width=1)
markup.add("Настроить быстрый доступ")
if "quick_access" in json.load(open("user_info.json", "r"))[id_user].keys():
markup.add("Отрисовка графика")
bot.send_message(message.chat.id, "Выберите действие", reply_markup=markup)
@bot.message_handler(func=lambda message: message.text == "Отрисовка графика")
def logic_draw_plot(message):
concat_files(message)
@bot.message_handler(func=lambda message: message.text == "Настроить быстрый доступ")
def update_quick_access(message):
id_user = str(message.from_user.id)
d = json.load(open("user_info.json", "r")).copy()
d[id_user]["update_quick_access"] = True
upload_json("user_info.json", d)
choice_devices_or_complexes(message)
bot.polling(none_stop=True)