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natalia.py
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natalia.py
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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# A Simple way to send a message to telegram
import datetime
import json
import logging
import os
import random
import re
import sys
from functools import wraps
from pathlib import Path
from pprint import pprint
import matplotlib
import numpy as np
# For plotting messages / price charts
import pandas as pd
import requests
import telegram
import yaml
from PIL import Image
from dateutil.relativedelta import relativedelta
from pymongo import MongoClient
from telegram import MessageEntity
from telegram.ext import Updater, CommandHandler, MessageHandler, Filters
from wordcloud import WordCloud, STOPWORDS
matplotlib.use('Agg')
import matplotlib.pyplot as plt
import matplotlib.dates as mdates
from matplotlib.lines import Line2D
from matplotlib.patches import Rectangle
import talib as ta
PATH = os.path.dirname(os.path.abspath(__file__))
"""
# Configure Logging
"""
FORMAT = '%(asctime)s -- %(levelname)s -- %(module)s %(lineno)d -- %(message)s'
logging.basicConfig(level=logging.INFO, format=FORMAT)
logger = logging.getLogger('root')
logger.info("Running "+sys.argv[0])
"""
# Mongodb
"""
client = MongoClient('mongodb://localhost:27017')
db = client.natalia_tg_bot
"""
# Load the config file
# Set the Botname / Token
"""
config_file = PATH+'/config.yaml'
my_file = Path(config_file)
if my_file.is_file():
with open(config_file) as fp:
config = yaml.load(fp)
else:
pprint('config.yaml file does not exists. Please make from config.sample.yaml file')
sys.exit()
BOTNAME = config['NATALIA_BOT_USERNAME']
TELEGRAM_BOT_TOKEN = config['NATALIA_BOT_TOKEN']
FORWARD_PRIVATE_MESSAGES_TO = config['BOT_OWNER_ID']
ADMINS = config['ADMINS']
EXTRA_STOPWORDS = config['WORDCLOUD_STOPWORDS']
FORWARD_URLS = r""+config['FORWARD_URLS']
SHILL_DETECTOR = r""+config['SHILL_DETECTOR']
COUNTER_SHILL = []
for s in config['COUNTER_SHILL']:
COUNTER_SHILL.append({
'title': s['title'],
'regex': r""+s['match'],
'link' : s['link']
})
MESSAGES = {}
MESSAGES['welcome'] = config['MESSAGES']['welcome']
MESSAGES['welcomewomen'] = config['MESSAGES']['welcome_special']
MESSAGES['goodbye'] = config['MESSAGES']['goodbye']
MESSAGES['pmme'] = config['MESSAGES']['pmme']
MESSAGES['start'] = config['MESSAGES']['start']
MESSAGES['admin_start'] = config['MESSAGES']['admin_start']
MESSAGES['about'] = config['MESSAGES']['about']
MESSAGES['rules'] = config['MESSAGES']['rules']
MESSAGES['teamspeak'] = config['MESSAGES']['teamspeak']
MESSAGES['telegram'] = config['MESSAGES']['telegram']
MESSAGES['livestream'] = config['MESSAGES']['livestream']
MESSAGES['exchanges'] = config['MESSAGES']['exchanges']
MESSAGES['shill'] = config['MESSAGES']['shill']
MESSAGES['teamspeakbadges'] = config['MESSAGES']['teamspeakbadges']
MESSAGES['fomobot'] = config['MESSAGES']['fomobot']
MESSAGES['donate'] = config['MESSAGES']['donate']
ADMINS_JSON = config['MESSAGES']['admins_json']
# Rooms
WP_ROOM = -1001012147388 # Whalepool
SP_ROOM = -1001120581521 # Shitpool
WP_ADMIN = -238862165 # Whalepool Admin
MH_ROOM = -1001213548615 # Master Holder room
TEST_ROOM = -1001223115449 # Test room
WP_WOMENS = -1001248205448 # Whalepool Womens
WP_FEED = "@whalepoolbtcfeed" # Whalepool Feed
SP_FEED = "@shitcoincharts" # shitpool feed
ROOM_ID_TO_NAME = {
WP_ROOM : 'Whalepool',
SP_ROOM : 'Shitpool',
WP_ADMIN: 'Whalepool Mod room',
MH_ROOM : 'Whalepool Trading Dojo',
TEST_ROOM: 'Test room',
WP_WOMENS : 'Whalepool Womens',
WP_FEED : 'Whalepool Feed channel',
SP_FEED : 'Shitpool Feed channel'
}
# Rooms where chat/gifs/etc is logged for stats etc
LOG_ROOMS = [ WP_ROOM, SP_ROOM, TEST_ROOM ]
# Storing last 'welcome' message ids
PRIOR_WELCOME_MESSAGE_ID = {
WP_ROOM : 0,
SP_ROOM : 0,
MH_ROOM : 0,
TEST_ROOM : 0,
WP_WOMENS : 0
}
# Storing last 'removal' of uncompress images, message ids
LASTUNCOMPRESSED_IMAGES = {
WP_ROOM : 0,
SP_ROOM : 0,
MH_ROOM : 0,
TEST_ROOM : 0,
WP_WOMENS : 0
}
# Hashtags that forward messages to specific channels
forward_hashtags = {
'#communityfund' : WP_FEED,
'#community' : WP_FEED
}
#################################
# Begin bot..
bot = telegram.Bot(token=TELEGRAM_BOT_TOKEN)
# Bot error handler
def error(bot, update, error):
logger.warn('Update "%s" caused error "%s"' % (update, error))
# Restrict bot functions to admins
def restricted(func):
@wraps(func)
def wrapped(bot, update, *args, **kwargs):
user_id = update.effective_user.id
if user_id not in ADMINS:
print("Unauthorized access denied for {}.".format(user_id))
return
return func(bot, update, *args, **kwargs)
return wrapped
#################################
# UTILS
# Resolve message data to a readable name
def get_name(user):
try:
name = user.first_name
except (NameError, AttributeError):
try:
name = user.username
except (NameError, AttributeError):
logger.info("No username or first name.. wtf")
return ""
return name
#################################
# BEGIN BOT COMMANDS
# Returns the user their user id
def getid(bot, update):
pprint(update.message.chat.__dict__, indent=4)
update.message.reply_text(str(update.message.chat.first_name)+" :: "+str(update.message.chat.id))
# Welcome message
def start(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
user_id = update.message.from_user.id
name = get_name(update.message.from_user)
logger.info("/start - "+name)
pprint(update.message.chat.type)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['rules']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'start', 'timestamp': timestamp }
db.pm_requests.insert(info)
msg = bot.sendMessage(chat_id=chat_id, text=(MESSAGES['start'] % name),parse_mode="Markdown",disable_web_page_preview=1)
if user_id in ADMINS:
msg = bot.sendMessage(chat_id=chat_id, text=(MESSAGES['admin_start'] % name),parse_mode="Markdown",disable_web_page_preview=1)
def about(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/about - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['about']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'about', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
def rules(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/rules - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['rules']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'rules', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
def admins(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/admins - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = "*Whalepool Admins*\n\n"
keys = list(ADMINS_JSON.keys())
random.shuffle(keys)
for k in keys:
msg += ""+k+"\n"
msg += ADMINS_JSON[k]['adminOf']+"\n"
msg += "_"+ADMINS_JSON[k]['about']+"_"
msg += "\n\n"
msg += "/start - to go back to home"
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'admins', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
def teamspeak(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/teamspeak - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['teamspeak']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'teamspeak', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendSticker(chat_id=chat_id, sticker="CAADBAADqgIAAndCvAiTIPeFFHKWJQI", disable_notification=False)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
def teamspeakbadges(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/teamspeakbadges - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['teamspeakbadges']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'teamspeakbadges', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
def telegram(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/telegram - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['telegram']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'telegram', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
def livestream(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/livestream - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['livestream']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'livestream', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendSticker(chat_id=chat_id, sticker="CAADBAADcwIAAndCvAgUN488HGNlggI", disable_notification=False)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
def fomobot(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/fomobot - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['fomobot']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'fomobot', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
def exchanges(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/exchanges - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
msg = MESSAGES['exchanges']
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'exchanges', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendMessage(chat_id=chat_id,text=msg,parse_mode="Markdown",disable_web_page_preview=1)
# bot.forwardMessage(chat_id=WP_ADMIN, from_chat_id=chat_id, message_id=message_id)
def donation(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
message_id = update.message.message_id
name = get_name(update.message.from_user)
logger.info("/donation - "+name)
if (update.message.chat.type == 'group') or (update.message.chat.type == 'supergroup'):
msg = random.choice(MESSAGES['pmme']) % (name)
bot.sendMessage(chat_id=chat_id,text=msg,reply_to_message_id=message_id, parse_mode="Markdown",disable_web_page_preview=1)
else:
timestamp = datetime.datetime.utcnow()
info = { 'user_id': user_id, 'request': 'donation', 'timestamp': timestamp }
db.pm_requests.insert(info)
bot.sendPhoto(chat_id=chat_id, photo="AgADBAADlasxG4uhCVPAkVD5G4AaXgtKXhkABL8N5jNhPaj1-n8CAAEC",caption="Donations by bitcoin to: 175oRbKiLtdY7RVC8hSX7KD69WQs8PcRJA")
####################################################
# ADMIN FUNCTIONS
@restricted
def topstickers(bot,update):
user_id = update.message.from_user.id
chat_id = update.message.chat.id
start = datetime.datetime.today().replace(hour=0,minute=0,second=0)
start = start - relativedelta(days=3)
pipe = [
{ "$match": { 'timestamp': {'$gt': start } } },
{ "$group": { "_id": "$sticker_id", "total": { "$sum": 1 } } },
{ "$sort": { "total": -1 } },
{ "$limit": 3 }
]
gifs = list(db.natalia_stickers.aggregate(pipe))
bot.sendMessage(chat_id=update.message.chat_id, text="Posting... sometimes this can cause the telegram api to 'time out' ? so won't complete posting but trying anyway.." )
bot.sendMessage(chat_id=WP_ROOM, text="Whalepool most popular 3 stickers in the last 3 days are..." )
for g in gifs:
pprint(g)
bot.sendMessage(chat_id=WP_ROOM, text="with "+str(g['total'])+" posts..")
bot.sendSticker(chat_id=WP_ROOM, sticker=g['_id'], disable_notification=False)
time.sleep(5)
bot.sendMessage(chat_id=update.message.chat_id, text="message has been posted to "+ROOM_ID_TO_NAME[WP_ROOM] )
@restricted
def topgif(bot,update):
chat_id = update.message.chat.id
pipe = [ { "$group": { "_id": "$file_id", "total": { "$sum": 1 } } }, { "$sort": { "total": -1 } }, { "$limit": 5 } ]
gifs = list(db.natalia_gifs.aggregate(pipe))
bot.sendMessage(chat_id=WP_ROOM, text="Whalepool most popular gif ever with "+str(gifs[0]['total'])+" posts is..." )
bot.sendSticker(chat_id=WP_ROOM, sticker=gifs[0]['_id'], disable_notification=False)
bot.sendMessage(chat_id=chat_id, text="message has been posted to "+ROOM_ID_TO_NAME[WP_ROOM] )
@restricted
def topgifposters(bot, update):
chat_id = update.message.chat.id
pipe = [ { "$group": { "_id": "$user_id", "total": { "$sum": 1 } } }, { "$sort": { "total": -1 } }, { "$limit": 5 } ]
users = list(db.natalia_gifs.aggregate(pipe))
msg = "I'm naming and shaming the top 5 gif posters in "+ROOM_ID_TO_NAME[WP_ROOM]
for i,u in enumerate(users):
user = list(db.users.find({ 'user_id': u['_id'] }))
if len(user) > 0:
user = user[0]
msg += "\n#"+str(i+1)+" - "+user['name']+" with "+str(u['total'])+" gifs"
msg = bot.sendMessage(chat_id=WP_ROOM, text=msg )
bot.forwardMessage(chat_id=chat_id, from_chat_id=WP_ROOM, message_id=msg.message_id)
bot.sendMessage(chat_id=chat_id, text="message has been posted to "+ROOM_ID_TO_NAME[WP_ROOM] )
@restricted
def todayinwords(bot, update):
chat_id = update.message.chat.id
logger.info("Today in words..")
logger.info("Fetching from db...")
start = datetime.datetime.today().replace(hour=0,minute=0,second=0)
pipe = { '_id': 0, 'message': 1 }
msgs = list(db.natalia_textmessages.find({ 'timestamp': {'$gt': start } }, pipe ))
words = []
for w in msgs:
results = re.findall(r"(.*(?=:)): (.*)", w['message'])[0]
words.append(results[1].strip())
extra_stopwords = EXTRA_STOPWORDS
for e in extra_stopwords:
STOPWORDS.add(e)
stopwords = set(STOPWORDS)
logger.info("Building comments pic...")
# Happening today
wc = WordCloud(background_color="white", max_words=2000, stopwords=stopwords, relative_scaling=0.2,scale=3)
# generate word cloud
wc.generate(' '.join(words))
# store to file
PATH_WORDCLOUD = PATH+"talkingabout_wordcloud.png"
wc.to_file(PATH_WORDCLOUD)
msg = bot.sendPhoto(chat_id=WP_ROOM, photo=open(PATH_WORDCLOUD,'rb'), caption="Today in a picture" )
bot.sendMessage(chat_id=chat_id, text="Posted today in pictures to "+ROOM_ID_TO_NAME[WP_ROOM] )
os.remove(PATH_WORDCLOUD)
@restricted
def todaysusers(bot, update):
chat_id = update.message.chat.id
bot.sendMessage(chat_id=chat_id, text="Okay gimme a second for this one.. it takes some resources.." )
logger.info("Today in words..")
logger.info("Fetching from db...")
start = datetime.datetime.today().replace(hour=0,minute=0,second=0)
pipe = { '_id': 0, 'message': 1 }
msgs = list(db.natalia_textmessages.find({ 'timestamp': {'$gt': start } }, pipe ))
usernames = []
for w in msgs:
results = re.findall(r"(.*(?=:)): (.*)", w['message'])[0]
usernames.append(results[0].strip())
extra_stopwords = EXTRA_STOPWORDS
for e in extra_stopwords:
STOPWORDS.add(e)
stopwords = set(STOPWORDS)
logger.info("Building usernames pic...")
PATH_MASK = PATH+"media/wp_background_mask2.png"
PATH_BG = PATH+"media/wp_background.png"
PATH_USERNAMES = PATH+"telegram-usernames.png"
# Usernames
d = os.path.dirname('__file__')
mask = np.array(Image.open(PATH_MASK))
wc = WordCloud(background_color=None, max_words=2000,mask=mask,colormap='BuPu',
stopwords=stopwords,mode="RGBA", width=800, height=400)
wc.generate(' '.join(usernames))
wc.to_file(PATH_USERNAMES)
layer1 = Image.open(PATH_BG).convert("RGBA")
layer2 = Image.open(PATH_USERNAMES).convert("RGBA")
Image.alpha_composite(layer1, layer2).save(PATH_USERNAMES)
msg = bot.sendPhoto(chat_id=WP_ROOM, photo=open("telegram-usernames.png",'rb'), caption="Todays Users" )
bot.sendMessage(chat_id=chat_id, text="Posted today in pictures to "+ROOM_ID_TO_NAME[WP_ROOM] )
os.remove(PATH_USERNAMES)
@restricted
def promotets(bot, update):
pprint('promotets...')
chat_id = update.message.chat_id
name = get_name(update.message.from_user)
fmsg = re.findall( r"\"(.*?)\"", update.message.text)
if len(fmsg) > 0:
# rooms = [WP_ROOM]
rooms = [WP_ROOM, SP_ROOM, MH_ROOM, WP_FEED, SP_FEED]
for r in rooms:
message = fmsg[0]
bot.sendSticker(chat_id=r, sticker="CAADBAADcwIAAndCvAgUN488HGNlggI", disable_notification=False)
msg = bot.sendMessage(chat_id=r, parse_mode="Markdown", text=fmsg[0]+"\n-------------------\n*/announcement from "+name+"*" )
if r in [WP_ROOM, SP_ROOM, MH_ROOM]:
bot.pin_chat_message(r, msg.message_id, disable_notification=True)
bot.sendMessage(chat_id=r, parse_mode="Markdown", text="Message me ("+BOTNAME.replace('_','\_')+") - to see details on how to connect to [teamspeak](https://whalepool.io/connect/teamspeak) also listen in to the listream here: livestream.whalepool.io", disable_web_page_preview=True )
bot.sendMessage(chat_id=chat_id, parse_mode="Markdown", text="Broadcast sent to "+ROOM_ID_TO_NAME[r])
else:
bot.sendMessage(chat_id=chat_id, text="Please incldue a message in quotes to spam/shill the teamspeak message" )
@restricted
def shill(bot, update):
chat_id = update.message.chat_id
name = get_name(update.message.from_user)
bot.sendMessage(chat_id=WP_ADMIN, parse_mode="Markdown", text=name+" just shilled")
rooms = [WP_ROOM, SP_ROOM, WP_FEED, SP_FEED]
for r in rooms:
bot.sendMessage(chat_id=r, parse_mode="Markdown", text=MESSAGES['shill'],disable_web_page_preview=1)
bot.sendMessage(chat_id=chat_id, parse_mode="Markdown", text="Shilled in "+ROOM_ID_TO_NAME[r])
@restricted
def commandstats(bot, update):
chat_id = update.message.chat_id
start = datetime.datetime.today().replace(day=1,hour=0,minute=0,second=0)
# start = start - relativedelta(days=30)
pipe = [
{ "$match": { 'timestamp': {'$gt': start } } },
{ "$group": {
"_id": {
"year" : { "$year" : "$timestamp" },
"month" : { "$month" : "$timestamp" },
"day" : { "$dayOfMonth" : "$timestamp" },
"request": "$request"
},
"total": { "$sum": 1 }
}
},
{ "$sort": { "total": -1 } },
# { "$limit": 3 }
]
res = list(db.pm_requests.aggregate(pipe))
output = {}
totals = {}
for r in res:
key = r['_id']['day']
if not(key in output):
output[key] = {}
request = r['_id']['request']
if not(request in output[key]):
output[key][r['_id']['request']] = 0
if not(request in totals):
totals[request] = 0
output[key][r['_id']['request']] += r['total']
totals[request] += r['total']
reply = "*Natalia requests since the start of the month...*\n"
for day in sorted(output.keys()):
reply += "--------------------\n"
reply += "*"+str(day)+"*\n"
for request, count in output[day].items():
reply += request+" - "+str(count)+"\n"
reply += "--------------------\n"
reply += "*Totals*\n"
for request in totals:
reply += request+" - "+str(totals[request])+"\n"
bot.sendMessage(chat_id=chat_id, text=reply, parse_mode="Markdown" )
@restricted
def joinstats(bot,update):
chat_id = update.message.chat_id
start = datetime.datetime.today().replace(day=1,hour=0,minute=0,second=0)
# start = start - relativedelta(days=30)
pipe = [
{ "$match": { 'timestamp': {'$gt': start } } },
{ "$group": {
"_id": {
"day" : { "$dayOfMonth" : "$timestamp" },
"chat_id": "$chat_id"
},
"total": { "$sum": 1 }
}
},
{ "$sort": { "total": -1 } },
# { "$limit": 3 }
]
res = list(db.room_joins.aggregate(pipe))
output = {}
totals = {}
for r in res:
key = r['_id']['day']
if not(key in output):
output[key] = {}
roomid = r['_id']['chat_id']
if not(roomid in output[key]):
output[key][roomid] = 0
if not(roomid in totals):
totals[roomid] = 0
output[key][roomid] += r['total']
totals[roomid] += r['total']
reply = "*Channel Joins since the start of the month...*\n"
for day in sorted(output.keys()):
reply += "--------------------\n"
reply += "*"+str(day)+"*\n"
for room, count in output[day].items():
reply += ROOM_ID_TO_NAME[room]+" - "+str(count)+"\n"
reply += "--------------------\n"
reply += "*Totals*\n"
for roomid in totals:
reply += ROOM_ID_TO_NAME[roomid]+" - "+str(totals[roomid])+"\n"
bot.sendMessage(chat_id=chat_id, text=reply, parse_mode="Markdown" )
def fooCandlestick(ax, quotes, width=0.029, colorup='#FFA500', colordown='#222', alpha=1.0):
OFFSET = width/2.0
lines = []
boxes = []
for q in quotes:
timestamp, op, hi, lo, close = q[:5]
box_h = max(op, close)
box_l = min(op, close)
height = box_h - box_l
if close>=op:
color = '#3fd624'
else:
color = '#e83e2c'
vline_lo = Line2D( xdata=(timestamp, timestamp), ydata=(lo, box_l), color = 'k', linewidth=0.5, antialiased=True, zorder=10 )
vline_hi = Line2D( xdata=(timestamp, timestamp), ydata=(box_h, hi), color = 'k', linewidth=0.5, antialiased=True, zorder=10 )
rect = Rectangle( xy = (timestamp-OFFSET, box_l), width = width, height = height, facecolor = color, edgecolor = color, zorder=10)
rect.set_alpha(alpha)
lines.append(vline_lo)
lines.append(vline_hi)
boxes.append(rect)
ax.add_line(vline_lo)
ax.add_line(vline_hi)
ax.add_patch(rect)
ax.autoscale_view()
return lines, boxes
# Special function for testing purposes
@restricted
def whalepooloverprice(bot, update):
user_id = update.message.from_user.id
chat_id = update.message.chat_id
bot.sendMessage(chat_id=61697695, text="Processing data" )
# Room only
mongo_match = { "$match": { 'chat_id': WP_ROOM } }
do = 'hourly'
if do == 'daily':
bar_width = 0.864
api_timeframe = '1D'
date_group_format = "%Y-%m-%d"
if do == 'hourly':
bar_width = 0.029
api_timeframe = '1h'
date_group_format = "%Y-%m-%dT%H"
# Get the candles
url = 'https://api.bitfinex.com/v2/candles/trade:'+api_timeframe+':tBTCUSD/hist?limit=200'
request = json.loads(requests.get(url).text)
candles = pd.read_json(json.dumps(request))
candles.rename(columns={0:'date', 1:'open', 2:'close', 3:'high', 4:'low', 5:'volume'}, inplace=True)
candles['date'] = pd.to_datetime( candles['date'], unit='ms' )
candles.set_index(candles['date'], inplace=True)
candles.sort_index(inplace=True)
first_candlestick_date = candles.index[0].to_pydatetime()
del candles['date']
candles = candles.reset_index()[['date','open','high','low','close','volume']]
candles['date'] = candles['date'].map(mdates.date2num)
# Users joins
pipe = [
mongo_match,
{ "$group": {
"_id": { "$dateToString": { "format": date_group_format, "date": "$timestamp" } },
"count": { "$sum": 1 }
}
},
]
rows = list(db.room_joins.aggregate(pipe))
userjoins = pd.DataFrame(rows)
userjoins['date'] = pd.to_datetime( userjoins['_id'], format=date_group_format)
# msgs['date'] = pd.to_datetime( msgs['_id'], format='%Y-%m-%d')
del userjoins['_id']
userjoins.set_index(userjoins['date'], inplace=True)
userjoins.sort_index(inplace=True)
userjoins['date'] = userjoins['date'].map(mdates.date2num)
userjoins = userjoins.loc[first_candlestick_date:]
# Get the messages
pipe = [
mongo_match,
{ "$group": {
"_id": { "$dateToString": { "format": date_group_format, "date": "$timestamp" } },
"count": { "$sum": 1 }
}
},
]
rows = list(db.natalia_textmessages.aggregate(pipe))
msgs = pd.DataFrame(rows)
msgs['date'] = pd.to_datetime( msgs['_id'], format=date_group_format)
# msgs['date'] = pd.to_datetime( msgs['_id'], format='%Y-%m-%d')
del msgs['_id']
msgs.set_index(msgs['date'], inplace=True)
msgs.sort_index(inplace=True)
msgs['date'] = msgs['date'].map(mdates.date2num)
msgs = msgs.loc[first_candlestick_date:]
# Stickers
pipe = [
mongo_match,
{ "$group": {
"_id": { "$dateToString": { "format": date_group_format, "date": "$timestamp" } },
"count": { "$sum": 1 }
}
},
]
rows = list(db.natalia_stickers.aggregate(pipe))
gifs = pd.DataFrame(rows)
gifs['date'] = pd.to_datetime( gifs['_id'], format='%Y-%m-%dT%H')
# msgs['date'] = pd.to_datetime( msgs['_id'], format='%Y-%m-%d')
del gifs['_id']
gifs.set_index(gifs['date'], inplace=True)
gifs.sort_index(inplace=True)
gifs['date'] = gifs['date'].map(mdates.date2num)
gifs = gifs.loc[first_candlestick_date:]
# Enable a Grid
plt.rc('axes', grid=True)
# Set Grid preferences
plt.rc('grid', color='0.75', linestyle='-', linewidth=0.5)
# Create a figure, 16 inches by 12 inches
fig = plt.figure(facecolor='white', figsize=(22, 12), dpi=100)
# Draw 3 rectangles
# left, bottom, width, height
left, width = 0.1, 1
rect1 = [left, 0.7, width, 0.5]
rect2 = [left, 0.5, width, 0.2]
rect3 = [left, 0.3, width, 0.2]
rect4 = [left, 0.1, width, 0.2]
ax1 = fig.add_axes(rect1, facecolor='#f6f6f6')
ax2 = fig.add_axes(rect2, facecolor='#f6f6f6', sharex=ax1)
ax3 = fig.add_axes(rect3, facecolor='#f6f6f6', sharex=ax1)
ax4 = fig.add_axes(rect4, facecolor='#f6f6f6', sharex=ax1)
ax1 = fig.add_axes(rect1, facecolor='#f6f6f6')
ax1.set_xlabel('date')
ax1.set_title('Whalepool Messages, Gif & User joins per hour over price', fontsize=20, fontweight='bold')
ax1.xaxis_date()
fooCandlestick(ax1, candles.values, width=bar_width, colorup='g', colordown='k',alpha=0.9)
# fooCandlestick(ax2, candles.values, width=0.864, colorup='g', colordown='k',alpha=0.9)
ax1.set_ylabel('Bitcoin Price', color='g', size='large')
fig.autofmt_xdate()
# STICKERS
gifs['count'] = gifs['count'].astype(float)
gifvals = gifs['count'].values
vmax = gifvals.max()
upper, middle, lower = ta.BBANDS(gifvals, timeperiod=20, nbdevup=2.05, nbdevdn=2, matype=0)
gifs['upper'] = upper
mask = gifs['count'] > gifs['upper']
ax2.set_ylabel('Gifs', color='g', size='large')
ax2.bar(gifs['date'].values, gifvals,color='#7f7f7f',width=bar_width,align='center')
ax2.plot( gifs['date'].values, upper, color='#FFA500', alpha=0.3 )
ax2.bar(gifs[mask]['date'].values, gifs[mask]['count'].values,color='#e53ce8',width=bar_width,align='center')
# MESSAGES
msgs['count'] = msgs['count'].astype(float)
messages = msgs['count'].values
vmax = messages.max()
upper, middle, lower = ta.BBANDS(messages, timeperiod=20, nbdevup=2.05, nbdevdn=2, matype=0)
msgs['upper'] = upper
mask = msgs['count'] > msgs['upper']
ax3.set_ylabel('Messages', color='g', size='large')
ax3.bar(msgs['date'].values, messages,color='#7f7f7f',width=bar_width,align='center')
ax3.plot( msgs['date'].values, upper, color='#FFA500', alpha=0.3 )
ax3.bar(msgs[mask]['date'].values, msgs[mask]['count'].values,color='#4286f4',width=bar_width,align='center')
# User joins
userjoins['count'] = userjoins['count'].astype(float)
macd, macdsignal, macdhist = ta.MACD(userjoins['count'].values, fastperiod=12, slowperiod=26, signalperiod=9)
np.nan_to_num(macdhist)