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main.py
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main.py
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from flask import (
Flask,
request,
render_template,
redirect,
url_for,
send_file,
session,
jsonify,
)
import random
from requests import get as GET
from flask_cors import CORS
import dns.resolver, dns.reversename
from bs4 import BeautifulSoup
import subprocess
import os
import yt_dlp
from json import load, dump, loads, dumps
import time
from bs4 import BeautifulSoup
from requests import get
from flask import request
from discord_webhook import DiscordWebhook, DiscordEmbed
import sqlite3
from typing import Optional, Tuple, List
from flask_sitemap import Sitemap
from urllib import parse
from urllib.parse import parse_qs
import scrapetube
from chat_downloader.sites import YouTubeChatDownloader
from chat_downloader import ChatDownloader
import logging
from datetime import datetime, timedelta
import cronitor
from string import ascii_letters, digits
from helper.util import *
from helper.Clip import Clip
# we are in /var/www/streamsnip
import os
try:
os.chdir("/var/www/streamsnip")
except FileNotFoundError:
print("Running locally as we couldn't find the folder")
local = True
# we are working locally
pass
else:
local = False
if __name__ != "__main__":
local = True
if not local:
logging.basicConfig(
filename="./record.log",
level=logging.ERROR,
format=f"%(asctime)s %(levelname)s %(name)s %(threadName)s : %(message)s",
)
try:
config = load(open("config.json", "r"))
except FileNotFoundError:
print("Config file not found")
exit(1)
try:
cronitor.api_key = config["cronitor_api_key"]
except FileNotFoundError:
cronitor.api_key = None
if not local:
monitor = cronitor.Monitor.put(key="Streamsnip-Clips-Performance", type="job")
else:
monitor = None
app = Flask(__name__)
app.secret_key = os.environ.get("WSGISecretKey", "supersecretkey") # if we are running on apache we have a WSGISecretKey, its not really secret.
CORS(app)
ext = Sitemap(app=app)
global download_lock
download_lock = True
conn = sqlite3.connect("queries.db", check_same_thread=False)
# cur = db.cursor() # this is not thread safe. we will create a new cursor for each thread
owner_icon = "👑"
mod_icon = "🔧"
regular_icon = "🧑🌾"
subscriber_icon = "⭐"
allowed_ip = [
"127.0.0.1",
"52.15.46.178",
] # store the nightbot ips here. or your own ip for testing purpose
show_fake_error = False # for blacklisted channel show fake error message or not
requested_myself = (
False # on startup we request ourself so that apache build the cache.
)
base_domain = (
"https://streamsnip.com" # just for the sake of it. store the base domain here
)
chat_id_video = {} # store chat_id: vid. to optimize clip command
downloader_base_url = "https://azure-internal-verse.glitch.me"
project_name = "StreamSnip"
project_logo = base_domain + "/static/logo.png"
project_repo_link = "https://github.com/SurajBhari/streamsnip"
project_logo_discord = "https://raw.githubusercontent.com/SurajBhari/streamsnip/main/static/256_discord_ss.png" # link to logo that is used in discord
if "cookies.txt" in os.listdir("./helper"):
cookies = "./helper/cookies.txt"
else:
cookies = None
if "youtubeemoji.json" in os.listdir("./helper"):
with open("./helper/youtubeemoji.json", "r") as f:
emoji_lookup_table = load(f)
else:
emoji_lookup_table = {}
def is_it_expired(t:int): # we add some randomness so that not all of the cache get invalidated and added back at same time.
if local:
return False # we don't need to expire the cache we have for testing purposes
three_days_ago = int(time.time()) - 3 * 24 * 60 * 60
last_time = three_days_ago + random.randint(0, 48) * 60 * 60
if t < last_time:
return True
return False
def get_creds():
try:
with open("config.json", "r") as f:
jcreds = load(f)
creds = jcreds['creds']
creds['password'] = jcreds['password']
except (FileNotFoundError, KeyError):
creds = {}
return creds
def write_creds(new_creds:dict):
if not new_creds:
return
# load the config as whole and then update the creds
with open("config.json", "r") as f:
config = load(f)
config['creds'] = new_creds
with open("config.json", "w") as f:
dump(config, f, indent=4)
return True
if not project_logo_discord:
project_logo_discord = project_logo
with conn:
cur = conn.cursor()
cur.execute(
"CREATE TABLE IF NOT EXISTS QUERIES(channel_id VARCHAR(40), message_id VARCHAR(40), clip_desc VARCHAR(40), time int, time_in_seconds int, user_id VARCHAR(40), user_name VARCHAR(40), stream_link VARCHAR(40), webhook VARCHAR(40), delay int, userlevel VARCHAR(40), ss_id VARCHAR(40), ss_link VARCHAR(40), private VARCHAR(40), message_level int)"
)
conn.commit()
cur.execute("PRAGMA table_info(QUERIES)")
data = cur.fetchall()
colums = [xp[1] for xp in data]
if "webhook" not in colums:
cur.execute("ALTER TABLE QUERIES ADD COLUMN webhook VARCHAR(40)")
conn.commit()
print("Added webhook column to QUERIES table")
if "delay" not in colums:
cur.execute("ALTER TABLE QUERIES ADD COLUMN delay INT")
conn.commit()
print("Added delay column to QUERIES table")
if "userlevel" not in colums:
cur.execute("ALTER TABLE QUERIES ADD COLUMN userlevel VARCHAR(40)")
conn.commit()
print("Added userlevel column to QUERIES table")
if "ss_id" not in colums:
cur.execute("ALTER TABLE QUERIES ADD COLUMN ss_id VARCHAR(40)")
conn.commit()
print("Added ss_id column to QUERIES table")
if "ss_link" not in colums:
cur.execute("ALTER TABLE QUERIES ADD COLUMN ss_link VARCHAR(40)")
conn.commit()
print("Added ss_link column to QUERIES table")
if "private" not in colums:
cur.execute("ALTER TABLE QUERIES ADD COLUMN private VARCHAR(40)")
conn.commit()
print("Added private column to QUERIES table")
if "message_level" not in colums:
cur.execute(
"ALTER TABLE QUERIES ADD COLUMN message_level INT"
) # we store this for the sole purpose of rebuilding the message on !edit
conn.commit()
print("Added message_level column to QUERIES table")
# if there is no folder named clips then make one
if not os.path.exists("clips"):
os.makedirs("clips")
print("Created clips folder")
try:
creds = config['creds']
except KeyError:
creds = {}
config['creds'] = creds
def is_blacklisted(channel_id):
try:
with open("blacklisted.json", "r") as f:
data = load(f)
except FileNotFoundError:
data = []
return channel_id in data
def get_clip(clip_id, channel=None) -> Optional[Clip]:
with conn:
cur = conn.cursor()
if channel:
cur.execute(
"SELECT * FROM QUERIES WHERE channel_id=? AND message_id LIKE ? AND time_in_seconds >= ? AND time_in_seconds < ?",
(
channel,
f"%{clip_id[:3]}",
int(clip_id[3:]) - 1,
int(clip_id[3:]) + 1,
),
)
else:
cur.execute(
"SELECT * FROM QUERIES WHERE message_id LIKE ? AND time_in_seconds >= ? AND time_in_seconds < ?",
(f"%{clip_id[:3]}", int(clip_id[3:]) - 1, int(clip_id[3:]) + 1),
)
data = cur.fetchall()
if not data:
return None
x = Clip(data[0])
return x
def get_video_clips(video_id) -> List[Optional[Clip]]:
with conn:
cur = conn.cursor()
cur.execute(
"SELECT * FROM QUERIES WHERE stream_link like ?", (f"%{video_id}%",)
)
data = cur.fetchall()
if not data:
return []
l = []
for y in data:
x = Clip(y)
l.append(x)
return l
def get_channel_clips(channel_id=None) -> List[Clip]:
with conn:
cur = conn.cursor()
if channel_id:
cur.execute(f"select * from QUERIES where channel_id=?", (channel_id,))
else:
cur.execute(f"select * from QUERIES ORDER BY time ASC")
data = cur.fetchall()
l = []
for y in data:
x = Clip(y)
l.append(x)
l.reverse()
return l
def create_simplified(clips: list) -> str:
known_vid_id = []
string = ""
for clip in clips:
if clip["stream_id"] not in known_vid_id:
string += f"https://youtu.be/{clip['stream_id']}\n"
string += f"{clip['author']['name']} -> {clip['message']} -> {clip['hms']}\n"
string += f"Link: {clip['link']}\n\n\n"
known_vid_id.append(clip["stream_id"])
return string
def get_channel_name_image(channel_id: str) -> Tuple[str, str]:
if channel_id in channel_info:
if "last_updated" not in channel_info[channel_id]:
channel_info[channel_id]["last_updated"] = 0 # forcing to outdate the value so that it gets updated
if is_it_expired(channel_info[channel_id]["last_updated"]):
del channel_info[channel_id]
return get_channel_name_image(channel_id)
try:
return channel_info[channel_id]["name"], channel_info[channel_id]["image"]
except Exception as e:
logging.log(logging.ERROR, e)
channel_link = f"https://youtube.com/channel/{channel_id}"
response = get(channel_link)
if response.status_code != 200:
# don't store anything. just for this instance return the default values. can be youtube side issue too
return "<deleted channel>", "https://yt3.googleusercontent.com/a/default-user=s100-c-k-c0x00ffffff-no-rj"
html_data = response.text
# with open("youtube.html", "w", encoding="utf-8") as f:
# f.write(html_data)
yt_initial_data = loads(
get_json_from_html(html_data, "var ytInitialData = ", 0, "};") + "}"
)
# put this in a local file for test purposes
# with open("yt_initial_data.json", "w") as f:
# dump(yt_initial_data, f, indent=4)
soup = BeautifulSoup(html_data, "html.parser")
try:
channel_image = soup.find("meta", property="og:image")["content"]
channel_name = soup.find("meta", property="og:title")["content"]
try:
channel_username = yt_initial_data['metadata']['channelMetadataRenderer']['vanityChannelUrl'].split("/")[-1]
except KeyError:
return channel_name, channel_image # stop caring abot channel username and putting it to cache
except TypeError: # in case the channel is deleted or not found
channel_image = "https://yt3.googleusercontent.com/a/default-user=s100-c-k-c0x00ffffff-no-rj"
channel_name = "<deleted channel>"
channel_username = "@deleted"
last_updated = int(time.time())
channel_info[channel_id] = {
"name": channel_name,
"image": channel_image,
"username": channel_username,
"last_updated": last_updated
}
# write channel_info to channel_cache.json
write_channel_cache(channel_info)
return channel_name, channel_image
def take_screenshot(video_url: str, seconds: int) -> str:
# Get the video URL using yt-dlp
try:
video_info = subprocess.check_output(
["yt-dlp", "-f", "bestvideo", "--get-url", video_url],
universal_newlines=True,
)
except subprocess.CalledProcessError as e:
print("Error:", e)
exit(1)
# Remove leading/trailing whitespace and newline characters from the video URL
video_url = video_info.strip()
file_name = "ss.jpg"
# FFmpeg command
ffmpeg_command = [
"ffmpeg",
"-y", # say yes to prompts
"-ss",
str(seconds), # Start time
"-i",
video_url, # Input video URL
"-vframes",
"1", # Number of frames to extract (1)
"-q:v",
"2", # Video quality (2)
"-hide_banner", # Hide banner
"-loglevel",
"error", # Hide logs
file_name, # Output image file
]
try:
subprocess.run(ffmpeg_command, check=True)
except subprocess.CalledProcessError as e:
print("Error:", e)
exit(1)
return file_name
def get_clip_with_desc(clip_desc: str, channel_id: str) -> Optional[Clip]:
clips = get_channel_clips(channel_id)
for clip in clips:
if clip_desc.lower() in clip.desc.lower():
return clip
return None
def download_and_store(clip_id) -> str:
with conn:
cur = conn.cursor()
data = cur.execute(
"SELECT * FROM QUERIES WHERE message_id LIKE ? AND time_in_seconds >= ? AND time_in_seconds < ?",
(f"%{clip_id[:3]}", int(clip_id[3:]) - 1, int(clip_id[3:]) + 1),
)
data = cur.fetchall()
if not data:
return None
clip = Clip(data[0])
video_url = clip.stream_link
timestamp = clip.time_in_seconds
output_filename = f"./clips/{clip_id}"
# if there is a file that start with that clip in current directory then don't download it
files = [
os.path.join("clips", x) for x in os.listdir("./clips") if x.startswith(clip_id)
]
if files:
return files[0]
# real thing happened at 50. but we stored timestamp with delay. take back that delay
delay = clip.delay
timestamp += -1 * delay
if not delay:
delay = -60
l = [timestamp, timestamp + delay]
start_time = min(l)
end_time = max(l)
params = {
"download_ranges": yt_dlp.utils.download_range_func(
[], [[start_time, end_time]]
),
"match_filter": yt_dlp.utils.match_filter_func(
"!is_live & live_status!=is_upcoming & availability=public"
),
"no_warnings": True,
"noprogress": True,
"outtmpl": {"default": output_filename},
"quiet": True,
}
with yt_dlp.YoutubeDL(params) as ydl:
try:
ydl.download([video_url])
except yt_dlp.utils.DownloadError as e:
print(e)
return # this video is still live. we can't download it
files = [
os.path.join("clips", x) for x in os.listdir("./clips") if x.startswith(clip_id)
]
if files:
return files[0]
def mini_stats():
today = datetime.strptime(
datetime.now().strftime("%Y-%m-%d"), "%Y-%m-%d"
).timestamp()
with conn:
cur = conn.cursor()
todays_clips = cur.execute("SELECT * FROM QUERIES WHERE time >= ? AND private is not '1'", (today,))
todays_clips = todays_clips.fetchall()
today_count = len(todays_clips)
last_clip = None
if today_count:
last_clip = Clip(todays_clips[-1]).json()
return dict(today_count=today_count, last_clip=last_clip)
@app.before_request
def before_request():
# if request is for /clip or /delete or /edit then check if its from real
if "/clip" in request.path or "/delete" in request.path or "/edit" in request.path:
if "/extension/clips/" in request.path:
return
ip = request.remote_addr
if ip in allowed_ip:
# print(f"Request from {ip} is allowed, known ip")
return
addrs = dns.reversename.from_address(ip)
try:
if not str(dns.resolver.resolve(addrs, "PTR")[0]).endswith(
".nightbot.net."
):
raise ValueError("Not a nightbot request")
except (dns.resolver.NoAnswer, dns.resolver.NXDOMAIN, ValueError):
return f"You are not Nightbot. are you ?, your ip {ip}"
else:
# print(f"Request from {ip} is allowed")
allowed_ip.append(ip)
else:
pass
@app.route("/cache")
def cache():
return dumps(channel_info, indent=4)
@app.route("/mini_stats")
def mini_stats_r():
if request.args.get("home") == "true":
ms = mini_stats()
ms['data'] = generate_home_data()
return dict(ms)
return mini_stats()
# this function exists just because google chrome assumes that the favicon is at /favicon.ico
@app.route("/favicon.ico")
def favicon():
return send_file("static/logo.svg")
@app.route("/robots.txt")
def robots():
return send_file("static/robots.txt")
def generate_home_data():
with conn:
cur = conn.cursor()
cur.execute(f"SELECT * FROM QUERIES WHERE private is not '1' GROUP BY channel_id ORDER BY MAX(time) DESC;")
data = cur.fetchall()
returning = []
today_clips = get_channel_clips()
for clip in data:
ch = {}
channel_name, channel_image = get_channel_name_image(clip[0])
ch["image"] = channel_image
ch["name"] = channel_name
ch["id"] = clip[0]
ch["image"] = channel_image.replace(
"s900-c-k-c0x00ffffff-no-rj", "s300-c-k-c0x00ffffff-no-rj"
)
ch["last_clip"] = Clip(clip).json()
if request.is_secure:
htt = "https://"
else:
htt = "http://"
ch["link"] = f"{htt}{request.host}{url_for('exports', channel_id=get_channel_at(clip[0]))}"
ch['today_clip_count'] = 0
ch['deleted'] = True if "deleted channel" in channel_name else False
if ch['deleted']:
ch['link'] = f"{htt}{request.host}{url_for('exports', channel_id=get_channel_id_any(clip[0]))}" # we can't get channel @ as its a deleted channel
#ch["last_clip"] = get_channel_clips(ch_id[0])[0].json()
returning.append(ch)
return returning
@app.route("/channels")
def channels():
returning = generate_home_data()
return render_template("channels.html", data=returning)
@app.route("/")
def slash():
returning = generate_home_data()
return render_template("home.html", data=returning)
@app.route("/")
@app.route("/data")
def data():
return "Disabled"
clips = get_channel_clips()
clips = [x.json() for x in clips]
return clips
@app.route("/session", methods=["GET"])
def session_data():
if session:
return dumps(session, indent=4)
else:
return "No session data"
@app.route("/login", methods=["POST", "GET"])
def login():
if request.method == "POST":
# set cookies to this password
creds = get_creds()
for cred in creds:
if creds[cred] == request.form["password"]:
session["password"] = request.form["password"]
if cred == "password":
session["admin"] = True
session["username"] = "admin"
session["image"] = "https://images.freeimages.com/fic/images/icons/2526/bloggers/256/admin.png?fmt=webp&h=350"
else:
username, image = get_channel_name_image(cred)
session["username"] = username
session["image"] = image
session['logged_in'] = True
return redirect(url_for("slash"))
return render_template("login.html", msg="INVALID PASSWORD")
return render_template("login.html", msg="Password is the webhook URL that you are using for your channel.")
@app.route("/logout", methods=["POST", "GET"])
def logout():
session.clear()
return redirect(url_for("slash"))
@app.route("/webedit", methods=["POST"])
def webedit():
try:
new_message = request.json["message"]
clip_id = request.json["clip_id"]
except KeyError:
return "Invalid request", 400
if not session.get("logged_in"):
print("Not logged in")
return "Not logged in", 401
clip = get_clip(clip_id=clip_id)
if not clip:
return "Clip not found", 404
# compare the password of the session against the creds to verify legitmacy of the request
creds = get_creds()
try:
if creds["password"] == session["password"]: # for admin
pass
elif creds[clip.channel] == session["password"]:
pass
else:
return "Invalid password" , 401
except KeyError:
return "Invalid Key" , 401
clip.edit(new_message, conn)
return clip.desc, 200
@app.route("/webdelete", methods=["POST"])
def webdelete():
try:
clip_id = request.json["clip_id"]
except KeyError:
return "Invalid request", 400
if not session.get("logged_in"):
print("Not logged in")
return "Not logged in", 401
clip = get_clip(clip_id=clip_id)
if not clip:
return "Clip not found", 404
# compare the password of the session against the creds to verify legitmacy of the request
creds = get_creds()
try:
if creds["password"] == session["password"]: # for admin
pass
elif creds[clip.channel] == session["password"]:
pass
else:
return "Invalid password" , 401
except KeyError:
return "Invalid Key" , 401
clip.delete(conn)
return "Deleted", 200
def get_video_id(video_link):
x = parse.urlparse(video_link)
to_return = ""
if x.path == "/watch":
to_return = x.query.replace("v=", "")
if "/live/" in x.path:
to_return = x.path.replace("/live/", "")
if "youtu.be" in x.netloc:
to_return = x.path.replace("/", "")
return to_return.split("&")[0]
@app.route("/ip")
def get_ip():
return request.remote_addr
# this is for nightbot to give back export link
@app.route("/export")
def export():
try:
channel = parse_qs(request.headers["Nightbot-Channel"])
except KeyError:
return "Not able to auth"
channel_id = channel.get("providerId")[0]
if request.is_secure:
htt = "https://"
else:
htt = "http://"
return f"You can see all the clips at {htt}{request.host}{url_for('exports', channel_id=get_channel_at(channel_id))}"
# this is for ALL CLIPS
@app.route("/e")
@app.route("/exports")
@app.route("/e/")
@app.route("/exports/")
def clips():
data = get_channel_clips()
data = [x.json() for x in data if not x.private]
for clip in data:
"""
if clip['discord']['webhook']:
if clip['channel'] in prefix_webhook:
clip['discord_url'] = f"{prefix_webhook[clip['channel']]}/{clip['discord']['webhook']}"
else:
webhook_url = creds.get(clip['channel'])
if not webhook_url:
continue
response = get(webhook_url)
if response.status_code != 200:
prefix_webhook[clip['channel']] = None
continue
j = response.json()
prefix_webhook[clip['channel']] = f"https://discord.com/channels/{j['guild_id']}/{j['channel_id']}"
clip['discord_url'] = f"{prefix_webhook[clip['channel']]}/{clip['discord']['webhook']}"""
clip['discord_url'] = "#a" # we don't want to do it for all clips. cuz its slowwwww
return render_template(
"export.html",
data=data,
clips_string=create_simplified(data),
channel_name="All channels",
channel_image="https://streamsnip.com/static/logo-grey.png",
owner_icon=owner_icon,
mod_icon=mod_icon,
regular_icon=regular_icon,
subscriber_icon=subscriber_icon,
channel_id="all",
emoji_lookup_table=emoji_lookup_table
)
def get_channel_id_any(channel_id): # returns the UC id of the channel
if channel_id.startswith("UC"):
return channel_id
elif channel_id.startswith("@"):
found_flag = False
for x in channel_info:
try:
if channel_info[x]["username"].lower() == channel_id.lower():
return x
except KeyError:
del channel_info[x]
try:
get_channel_name_image(x)
except Exception as e:
continue
if channel_info[x]["username"].lower() == channel_id.lower():
return x
except AttributeError: # None
continue
if not found_flag:
try:
get_channel_name_image(channel_id)
except Exception as e:
return None
try:
return channel_info[channel_id]["id"]
except KeyError:
return None
else:
for x in channel_info:
if channel_info[x]["name"].lower() == channel_id.lower():
return x
return None
def get_channel_at(channel_id): # returns the @username of the channel
if channel_id.startswith("@"):
return channel_id
for x in channel_info:
if x == channel_id:
if channel_info[x]['username']:
return channel_info[x]["username"]
else:
get_channel_name_image(x)
return x # we don't have the username in cache, we return id as of now. but we will get the username and update the cache
for x in channel_info:
if channel_info[x]["name"].lower() == channel_id.lower():
return channel_info[x]["username"]
print(f"Channel id {channel_id} not found returning to {channel_id}")
return channel_id
# this is for specific channel
@app.route("/exports/<channel_id>")
@app.route("/e/<channel_id>")
def exports(channel_id=None):
channel_id = get_channel_id_any(channel_id)
if not channel_id:
return redirect(url_for("slash")) # not found
try:
channel_name, channel_image = get_channel_name_image(channel_id)
except Exception as e:
print(e)
return redirect(url_for("slash"))
data = get_channel_clips(channel_id)
data = [x.json() for x in data if not x.private]
print(prefix_webhook)
for clip in data:
if clip['discord']['webhook']:
if clip['channel'] in prefix_webhook and prefix_webhook.get(clip['channel']) is not None:
clip['discord_url'] = f"{prefix_webhook[clip['channel']]}/{clip['discord']['webhook']}"
else:
webhook_url = creds.get(clip['channel'])
if not webhook_url:
continue
response = get(webhook_url)
if response.status_code != 200:
prefix_webhook[clip['channel']] = None
continue
j = response.json()
prefix_webhook[clip['channel']] = f"https://discord.com/channels/{j['guild_id']}/{j['channel_id']}"
clip['discord_url'] = f"{prefix_webhook[clip['channel']]}/{clip['discord']['webhook']}"
else:
clip['discord_url'] = "#"
return render_template(
"export.html",
data=data,
clips_string=create_simplified(data),
channel_name=channel_name,
channel_image=channel_image,
owner_icon=owner_icon,
mod_icon=mod_icon,
regular_icon=regular_icon,
subscriber_icon=subscriber_icon,
channel_id=get_channel_at(channel_id),
emoji_lookup_table=emoji_lookup_table
)
@app.route("/channelstats/<channel_id>")
@app.route("/cs/<channel_id>")
@app.route("/channelstats")
def channel_stats(channel_id=None):
if not channel_id:
return redirect(url_for("slash"))
if channel_id == "all":
return redirect(url_for("stats"))
channel_id = get_channel_id_any(channel_id)
if not channel_id:
return redirect(url_for("slash"))
with conn:
cur = conn.cursor()
cur.execute(
"SELECT * FROM QUERIES WHERE channel_id=? AND private is not '1'",
(channel_id,),
)
data = cur.fetchall()
if not data:
return redirect(url_for("slash"))
clips = []
for x in data:
clips.append(Clip(x))
clip_count = len(clips)
user_count = len(set([clip.user_id for clip in clips]))
# "Name": no of clips
user_clips = {}
top_clippers = {}
notes = {}
for clip in clips:
if clip.user_id not in user_clips:
user_clips[clip.user_id] = 0
user_clips[clip.user_id] += 1
if clip.desc and clip.desc != "None":
for word in clip.desc.lower().split():
if word not in notes:
notes[word] = 0
notes[word] += 1
if clip.user_id not in top_clippers:
top_clippers[clip.user_id] = 0
top_clippers[clip.user_id] += 1
# sort
user_clips = {
k: v
for k, v in sorted(user_clips.items(), key=lambda item: item[1], reverse=True)
}
notes = {
k: 5 + 5 * v
for k, v in sorted(notes.items(), key=lambda item: item[1], reverse=True)
}
notes = dict(list(notes.items())[:150])
new_dict = {}
# replace dict_keys with actual channel
max_count = 0
streamer_name, streamer_image = get_channel_name_image(channel_id)
# sort and get k top clippers
user_clips = {
k: v
for k, v in sorted(user_clips.items(), key=lambda item: item[1], reverse=True)
}
for k, v in user_clips.items():
max_count += 1
if max_count > 12:
break
channel_name, image = get_channel_name_image(k)
new_dict[channel_name] = v
new_dict["Others"] = sum(list(user_clips.values())[max_count:])
if new_dict["Others"] == 0:
new_dict.pop("Others")
user_clips = new_dict
top_clippers = {
k: v
for k, v in sorted(top_clippers.items(), key=lambda item: item[1], reverse=True)
}
new = []
count = 0
for k, v in top_clippers.items():
count += 1
if count > 12:
break
channel_name, image = get_channel_name_image(k)
new.append(
{
"name": channel_name,
"image": image,
"count": v,
"link": f"https://youtube.com/channel/{k}",
"otherlink": url_for("user_stats", channel_id=k),
}
)
top_clippers = new
new_dict = {}
# time trend
# day : no_of_clips
best_days = {}
for clip in clips:
day = (clip.time + timedelta(hours=5, minutes=30)).strftime("%Y-%m-%d")
if day not in new_dict:
new_dict[day] = 0
new_dict[day] += 1
if day not in best_days:
best_days[day] = 1
else:
best_days[day] += 1
time_trend = new_dict
best_days = {
k: v
for k, v in sorted(best_days.items(), key=lambda item: item[1], reverse=True)
}
best_days = dict(list(best_days.items())[:12])
streamer_trend_data = {}
# "clipper" : {day: no_of_clips}
streamers_trend_days = []
max_count = 0
for clip in clips:
day = (clip.time + timedelta(hours=5, minutes=30)).strftime("%Y-%m-%d")
if clip.user_id not in streamer_trend_data:
streamer_trend_data[clip.user_id] = {}
if day not in streamer_trend_data[clip.user_id]:
streamer_trend_data[clip.user_id][day] = 0
streamer_trend_data[clip.user_id][day] += 1
if day not in streamers_trend_days:
streamers_trend_days.append(day)
streamers_trend_days.sort()
# replace channel id with channel name
new_dict = {}
known_k = []
max_count = 0
# sort
streamer_trend_data = {
k: v
for k, v in sorted(
streamer_trend_data.items(),
key=lambda item: sum(item[1].values()),
reverse=True,
)
}
for k, v in streamer_trend_data.items():
max_count += 1
if max_count > 12:
break
channel_name, image = get_channel_name_image(k)
new_dict[channel_name] = v
known_k.append(k)
new_dict["Others"] = {}
for k, v in streamer_trend_data.items():
if k in known_k:
continue
for day, count in v.items():
if day not in new_dict["Others"]:
new_dict["Others"][day] = 0
new_dict["Others"][day] += count
if new_dict["Others"] == {}:
new_dict.pop("Others")
streamer_trend_data = new_dict
time_distribution = {}
for x in range(24):
time_distribution[x] = 0
for clip in clips:
hm = int((clip.time + timedelta(hours=5, minutes=30)).strftime("%H"))
time_distribution[hm] += 1
# get the top most clipped streams
cur.execute(
"""
SELECT stream_link, COUNT(message_id) AS occurrence_count
FROM QUERIES
WHERE channel_id=?
GROUP BY message_id
ORDER BY occurrence_count DESC
LIMIT 12;
""",
(channel_id,),
)
mcs = cur.fetchall()
most_clipped_streams = {} # stream_link: count
for x in mcs:
most_clipped_streams[get_video_id(x[0])] = x[1]
message = f"Channel Stats for {streamer_name}. {user_count} users clipped\n{clip_count} clips till now. \nand counting."
return render_template(
"stats.html",