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@kms70847
Last active Oct 22, 2019
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import requests
import base64
import os
import pickle
import time
import re
import json
from bs4 import BeautifulSoup as BS
MIN_TIME_BETWEEN_REQUESTS = 10
CACHED_DATA_DIRECTORY = "res"
def filename_sanitize(s):
"""
Enocode `s` to a form that is (mostly) safe to use as a filename.
This may still fail, for example if the encoded form exceeds Windows' maximum allowable filename length of 255.
"""
return base64.urlsafe_b64encode(s.encode()).decode("ascii")
_last_request_time = 0
def rate_limited_get(url):
"""
get a response for the given url, but possibly sleep first so the server doesn't get flooded
"""
global _last_request_time
elapsed_time = time.time() - _last_request_time
if elapsed_time < MIN_TIME_BETWEEN_REQUESTS:
print(f"Rate-limiting request, since {elapsed_time} seconds have elapsed since the last one")
time.sleep(MIN_TIME_BETWEEN_REQUESTS - elapsed_time)
_last_request_time = time.time()
return requests.get(url)
def get_or_load(url):
"""
get the html of the given url, and store the data in the CACHED_DATA_DIRECTORY directory so we don't have to use bandwidth to fetch it again later.
"""
filename = filename_sanitize(url) + ".html"
filename = os.path.join(CACHED_DATA_DIRECTORY, filename)
if os.path.exists(filename):
with open(filename, "rb") as file:
return file.read()
else:
print(f"Requesting url {url}...")
response = rate_limited_get(url)
response.raise_for_status()
data = response.content
with open(filename, "wb") as file:
file.write(data)
return data
def get_active_rooms(num_pages=1):
"""
gets a list of the most active chat rooms.
Arguments:
num_pages - optional, with default value 1. Number of pages of room listings to scan. Each page contains at most 20 rooms
Returns:
a list of dicts with the keys "name" and "href". The href points to the chat room's info page, rather than the actual chatroom.
"""
results = []
for i in range(1, num_pages+1):
url = f"https://chat.stackoverflow.com/?tab=all&sort=active&page={i}"
html = get_or_load(url)
soup = BS(html, "html.parser")
for span in soup.find_all(class_ = "room-name"):
a = span.find("a")
results.append({
"name": a.text,
#the raw href looks like "/rooms/6/python", but we actually want "/rooms/info/6/python"
"href": a["href"].replace("/rooms/", "/rooms/info/"),
})
return results
def get_regulars(room):
"""
gets all of the regular users of the given room.
Arguments:
room - a string representing a relative url, for example "/rooms/info/7/c"
Returns:
a list of dicts with the keys "name" and "href"
"""
id = re.match(r"/rooms/info/(\d+)/", room).group(1)
url = f"https://chat.stackoverflow.com{room}?id={id}&tab=general&users=frequent"
html = get_or_load(url)
soup = BS(html, "html.parser")
results = []
for a in soup.find(id="room-usercards-container").find_all(class_="username"):
results.append({
"name": a.text,
"href": a["href"],
})
return results
def get_tag_badges(user):
"""
gets all of the tag badges of the given user.
Arguments:
user - a string representing a relative url, for example "/users/2764866/wietlol"
Returns:
a list of (tagname, grade) tuples. grade is either "bronze", "silver", or "gold".
"""
results = []
url = f"https://stackoverflow.com{user}/?tab=badges"
html = get_or_load(url)
soup = BS(html, "html.parser")
for badge in soup.find(class_="user-badges").find_all(class_="badge-tag"):
grade = badge["title"].partition(" ")[0]
assert grade in ("bronze", "silver", "gold")
tag = badge.text.strip()
results.append((tag, grade))
return results
def get_room_tags(room):
"""
gets all of the names of the tags in the room's description.
Arguments:
room - a stting representing a relative url, for example "/rooms/info/7/c"
Returns:
a list of strings, for example `['.net', 'asp.net', 'asp.net-mvc', 'c#', 'coreclr', 'entity-framework', 'linq', 'visual-studio', 'wcf', 'wpf', 'xamarin']`
"""
url = "https://chat.stackoverflow.com" + room
html = get_or_load(url)
soup = BS(html, "html.parser")
return [tag.text.strip() for tag in soup.find_all(class_="tag")]
def get_all_room_data():
data = {"rooms": []}
print("Fetching active rooms...")
rooms = get_active_rooms(4)
room = rooms[0]
print(f"Fetched.")
for room_idx, room in enumerate(rooms, 1):
print(f"Examining room {room['name']} ({room_idx}/{len(rooms)}).")
tags = get_room_tags(room['href'])
room["tags"] = tags
users = get_regulars(room['href'])
room["users"] = []
for user_idx, user in enumerate(users, 1):
print(f" Examining user {user['name']} ({user_idx}/{len(users)}).")
tags = get_tag_badges(user['href'])
user["tag_badges"] = tags
room["users"].append(user)
data["rooms"].append(room)
return data
if not os.path.exists(CACHED_DATA_DIRECTORY):
os.mkdir(CACHED_DATA_DIRECTORY)
data = get_all_room_data()
print("Saving data...")
with open("result.json", "w") as file:
json.dump(data, file, indent=4)
print("Saved.")
with open("result.json") as file:
data = json.load(file)
for room in data["rooms"]:
gold_users = 0
for user in room["users"]:
gold_badges = [name for name, grade in user["tag_badges"] if grade == "gold"]
if any(name in room["tags"] for name in gold_badges):
gold_users += 1
room["gold_count"] = gold_users
room["gold_percentage"] = 100 * gold_users / len(room["users"]) if room["users"] else 0.0
data["rooms"].sort(key=lambda room: (room["gold_percentage"], len(room["users"]), room["name"]), reverse=True)
print("# of users frequently in room -- # of regulars with a relevant gold badge -- % of regulars with gold badge -- Room name")
for room in data["rooms"]:
print(f'{len(room["users"])} \t {room["gold_count"]} \t {room["gold_percentage"]: 6.1f}% \t {room["name"]}')
1 1 100.0% Docker
10 7 70.0% Python
10 6 60.0% Android
10 5 50.0% PHP
5 2 40.0% Ruby :: Sometimes on Rails
9 3 33.3% CHATLAB and Talktave
3 1 33.3% HTML / CSS / WebDesign
8 2 25.0% JavaScript
4 1 25.0% C
9 2 22.2% Rust
5 1 20.0% C#
10 1 10.0% WPF
10 1 10.0% WPF
10 0 0.0% SOBotics
10 0 0.0% SO Close Vote Reviewers
10 0 0.0% Java
10 0 0.0% GMTs
6 0 0.0% SQL
6 0 0.0% SQL
6 0 0.0% Duck Overflow
6 0 0.0% ASP.NET MVC
5 0 0.0% [Rebol*]
5 0 0.0% SOCVR /dev/null
5 0 0.0% KCG
5 0 0.0% Jeeves' Playground...
5 0 0.0% C++ Questions and Answers
4 0 0.0% iOS, Android and PHP Dev
4 0 0.0% Dawg's Waffle Haus
3 0 0.0% friendly bin
3 0 0.0% friendly bin
3 0 0.0% [iOS][Android][ChaosOverFlow]
3 0 0.0% Tamil iOS, Web and Phonegap Developers
3 0 0.0% Sandbox
3 0 0.0% Sandbox
3 0 0.0% SOCVR Testing Facility
3 0 0.0% Meta Stack Overflow Comment Archive W…
2 0 0.0% Web app with MVC
2 0 0.0% Trash can
2 0 0.0% SPA vs MPA
2 0 0.0% Python Ouroboros - The Rotating Knives
2 0 0.0% MPI help
2 0 0.0% Laravel
2 0 0.0% Haskell (and other functional languages)
2 0 0.0% Gtk+
2 0 0.0% F#
2 0 0.0% Erlang/OTP
2 0 0.0% Computer Graphics Articles
2 0 0.0% Burnination progress for the [relativ…
2 0 0.0% Android & Kotlin Experts
2 0 0.0% #!/bin/bash
2 0 0.0% #!/bin/bash
1 0 0.0% help with question
1 0 0.0% featherwaver_Abra
1 0 0.0% event hub trigger
1 0 0.0% _chat
1 0 0.0% Security / Privacy
1 0 0.0% R Public
1 0 0.0% New Answers to Old Questions Headquar…
1 0 0.0% Meta Stack Overflow Comment Archive
1 0 0.0% Discussion from comment thread in "Th…
1 0 0.0% Developer Relations
1 0 0.0% Apache Spark
1 0 0.0% Angular - Quiz - Routing
1 0 0.0% Activity tracker
1 0 0.0% ADHD
0 0 0.0% websocket authentication and authoriz…
0 0 0.0% v_head_aconcagua_i
0 0 0.0% talk
0 0 0.0% symfony-help
0 0 0.0% k8s using kube spray
0 0 0.0% iOS Developer Family (iOS,Android,Flu…
0 0 0.0% Parsing a JSON array item one by one …
0 0 0.0% Laravel Notifications with custom aut…
0 0 0.0% Kotlin
0 0 0.0% Java, Spring,JPA, PHP, jQuery & Javas…
0 0 0.0% How can I add scrollbar vertical in t…
0 0 0.0% Chat with Tedinoz
0 0 0.0% Angular Newbies
0 0 0.0% 58441786
0 0 0.0% 58427568
{
"rooms": [
{
"name": "Android",
"href": "/rooms/info/15/android",
"tags": [
"android",
"cats",
"circleavatars",
"cyanavatars",
"java",
"kotlin",
"o/",
"xkcd"
],
"users": [
{
"name": "ColdFire",
"href": "/users/5148907/coldfire",
"tag_badges": [
[
"android",
"silver"
],
[
"android",
"bronze"
]
]
},
{
"name": "Raghav Sood",
"href": "/users/1069068/raghav-sood",
"tag_badges": [
[
"java",
"silver"
],
[
"java",
"bronze"
],
[
"android-activity",
"bronze"
],
[
"android-layout",
"bronze"
],
[
"android",
"silver"
],
[
"google-play",
"silver"
],
[
"google-play",
"bronze"
],
[
"eclipse",
"bronze"
],
[
"android-manifest",
"bronze"
],
[
"android-intent",
"bronze"
],
[
"android",
"gold"
]
]
},
{
"name": "Ahmad",
"href": "/users/1333975/ahmad",
"tag_badges": [
[
"java",
"silver"
],
[
"actionbarsherlock",
"bronze"
],
[
"android",
"gold"
],
[
"java",
"bronze"
],
[
"android-actionbar",
"bronze"
],
[
"android-layout",
"bronze"
],
[
"android-theme",
"bronze"
],
[
"android",
"bronze"
],
[
"android",
"silver"
]
]
},
{
"name": "codeMagic",
"href": "/users/1380752/codemagic",
"tag_badges": [
[
"android",
"gold"
],
[
"android-activity",
"bronze"
],
[
"android-asynctask",
"bronze"
],
[
"java",
"silver"
],
[
"layout",
"bronze"
],
[
"android-layout",
"bronze"
],
[
"android",
"silver"
],
[
"java",
"bronze"
],
[
"xml",
"bronze"
],
[
"android-intent",
"bronze"
]
]
},
{
"name": "Tim Castelijns",
"href": "/users/1843331/tim-castelijns",
"tag_badges": [
[
"python",
"bronze"
],
[
"android",
"bronze"
],
[
"android",
"gold"
],
[
"git",
"bronze"
],
[
"java",
"bronze"
],
[
"android-studio",
"bronze"
],
[
"android",
"silver"
],
[
"python-2.7",
"bronze"
]
]
},
{
"name": "AdamMc331",
"href": "/users/3131147/adammc331",
"tag_badges": [
[
"java",
"bronze"
],
[
"android",
"bronze"
],
[
"mysql",
"bronze"
],
[
"sql",
"bronze"
]
]
},
{
"name": "WarrenFaith",
"href": "/users/180538/warrenfaith",
"tag_badges": [
[
"sqlite",
"bronze"
],
[
"database",
"bronze"
],
[
"android",
"silver"
],
[
"eclipse",
"bronze"
],
[
"android",
"gold"
],
[
"java",
"bronze"
],
[
"android-layout",
"bronze"
]
]
},
{
"name": "Mauker",
"href": "/users/4070469/mauker",
"tag_badges": [
[
"android",
"silver"
],
[
"java",
"bronze"
],
[
"android",
"bronze"
]
]
},
{
"name": "Graeme",
"href": "/users/726954/graeme",
"tag_badges": [
[
"android",
"gold"
],
[
"android-layout",
"bronze"
],
[
"android",
"silver"
],
[
"android",
"bronze"
]
]
},
{
"name": "Dave S",
"href": "/users/2680506/dave-s",
"tag_badges": [
[
"android",
"bronze"
]
]
}
]
},
{
"name": "Laravel",
"href": "/rooms/info/193158/laravel",
"tags": [],
"users": [
{
"name": "Hasnain Kahn",
"href": "/users/9893974/hasnain-kahn",
"tag_badges": []
},
{
"name": "Zakaria Acharki",
"href": "/users/4281779/zakaria-acharki",
"tag_badges": [
[
"php",
"silver"
],
[
"html",
"silver"
],
[
"json",
"bronze"
],
[
"php",
"bronze"
],
[
"laravel-5.1",
"bronze"
],
[
"css",
"bronze"
],
[
"eloquent",
"bronze"
],
[
"html",
"gold"
],
[
"jquery",
"silver"
],
[
"css",
"silver"
],
[
"jquery",
"gold"
],
[
"javascript",
"silver"
],
[
"ajax",
"bronze"
],
[
"arrays",
"bronze"
],
[
"twitter-bootstrap",
"bronze"
],
[
"laravel",
"bronze"
],
[
"javascript",
"gold"
]
]
}
]
},
{
"name": "C#",
"href": "/rooms/info/7/c",
"tags": [
".net",
"asp.net",
"asp.net-mvc",
"c#",
"coreclr",
"entity-framework",
"linq",
"visual-studio",
"wcf",
"wpf",
"xamarin"
],
"users": [
{
"name": "Wietlol",
"href": "/users/2764866/wietlol",
"tag_badges": []
},
{
"name": "Avner Shahar-Kashtan",
"href": "/users/701054/avner-shahar-kashtan",
"tag_badges": [
[
"c#",
"silver"
],
[
"c#",
"bronze"
],
[
".net",
"bronze"
]
]
},
{
"name": "MikeTheLiar",
"href": "/users/1015495/miketheliar",
"tag_badges": []
},
{
"name": "Amy",
"href": "/users/47589/amy",
"tag_badges": [
[
"c#",
"gold"
],
[
"javascript",
"bronze"
],
[
"asp.net",
"bronze"
],
[
"c#",
"silver"
],
[
"c#",
"bronze"
],
[
".net",
"bronze"
]
]
},
{
"name": "Roel van Uden",
"href": "/users/472015/roel-van-uden",
"tag_badges": [
[
"javascript",
"bronze"
],
[
"node.js",
"bronze"
]
]
}
]
},
{
"name": "Rust",
"href": "/rooms/info/62927/rust",
"tags": [
"fearless-concurrency",
"generic-associated-types",
"kirby-dream-land",
"rust",
"shepmaster-fanclub"
],
"users": [
{
"name": "Shepmaster",
"href": "/users/155423/shepmaster",
"tag_badges": [
[
"iterator",
"silver"
],
[
"rust-cargo",
"silver"
],
[
"future",
"bronze"
],
[
"struct",
"bronze"
],
[
"borrow-checker",
"silver"
],
[
"borrowing",
"bronze"
],
[
"serde",
"bronze"
],
[
"traits",
"silver"
],
[
"pointers",
"bronze"
],
[
"macros",
"bronze"
],
[
"reference",
"bronze"
],
[
"syntax",
"bronze"
],
[
"enums",
"bronze"
],
[
"ffi",
"bronze"
],
[
"types",
"bronze"
],
[
"multithreading",
"bronze"
],
[
"rust-tokio",
"bronze"
],
[
"closures",
"bronze"
],
[
"lifetime",
"silver"
],
[
"vector",
"bronze"
],
[
"arrays",
"bronze"
]
]
},
{
"name": "Stargateur",
"href": "/users/7076153/stargateur",
"tag_badges": [
[
"rust",
"bronze"
],
[
"rust",
"silver"
],
[
"c",
"bronze"
]
]
},
{
"name": "French Boiethios",
"href": "/users/4498831/french-boiethios",
"tag_badges": [
[
"rust",
"silver"
],
[
"rust",
"bronze"
]
]
},
{
"name": "Denys S\u00e9guret",
"href": "/users/263525/denys-seguret",
"tag_badges": [
[
"parsing",
"bronze"
],
[
"eclipse",
"bronze"
],
[
"promise",
"bronze"
],
[
"node.js",
"silver"
],
[
"regex",
"gold"
],
[
"css3",
"bronze"
],
[
"ajax",
"silver"
],
[
"variables",
"bronze"
],
[
"multithreading",
"bronze"
],
[
"scope",
"bronze"
],
[
"php",
"silver"
],
[
"git",
"bronze"
],
[
"arrays",
"gold"
],
[
"sql",
"bronze"
],
[
"sorting",
"bronze"
],
[
"rust",
"bronze"
],
[
"jquery-selectors",
"silver"
],
[
"css",
"gold"
],
[
"google-chrome",
"bronze"
],
[
"internet-explorer",
"bronze"
],
[
"replace",
"bronze"
],
[
"class",
"bronze"
],
[
"date",
"bronze"
]
]
},
{
"name": "S\u00e9bastien Renauld",
"href": "/users/2167834/sebastien-renauld",
"tag_badges": [
[
"javascript",
"bronze"
],
[
"rust",
"bronze"
],
[
"javascript",
"silver"
],
[
"php",
"silver"
],
[
"php",
"bronze"
],
[
"jquery",
"bronze"
]
]
},
{
"name": "Peter Varo",
"href": "/users/2188562/peter-varo",
"tag_badges": [
[
"python",
"bronze"
],
[
"python",
"silver"
]
]
},
{
"name": "E_net4 is still on strike",
"href": "/users/1233251/e-net4-is-still-on-strike",
"tag_badges": [
[
"rust",
"bronze"
],
[
"node.js",
"bronze"
],
[
"rust",
"silver"
]
]
},
{
"name": "Peter Hall",
"href": "/users/493729/peter-hall",
"tag_badges": [
[
"traits",
"bronze"
],
[
"generics",
"bronze"
],
[
"syntax",
"bronze"
],
[
"borrowing",
"bronze"
],
[
"lifetime",
"bronze"
],
[
"rust",
"gold"
],
[
"rust",
"bronze"
],
[
"haskell",
"bronze"
],
[
"reference",
"bronze"
],
[
"rust",
"silver"
]
]
},
{
"name": "Matthieu M.",
"href": "/users/147192/matthieu-m",
"tag_badges": [
[
"struct",
"bronze"
],
[
"reference",
"bronze"
],
[
"std",
"bronze"
],
[
"g++",
"bronze"
],
[
"lifetime",
"bronze"
],
[
"polymorphism",
"bronze"
],
[
"rust",
"silver"
],
[
"rust",
"gold"
],
[
"function",
"bronze"
],
[
"static",
"bronze"
],
[
"traits",
"bronze"
],
[
"namespaces",
"bronze"
],
[
"types",
"bronze"
],
[
"class",
"bronze"
],
[
"const",
"bronze"
],
[
"initialization",
"bronze"
]
]
}
]
},
{
"name": "New Answers to Old Questions Headquar\u2026",
"href": "/rooms/info/126814/new-answers-to-old-questions-headquarters",
"tags": [
"new-answers"
],
"users": [
{
"name": "Natty",
"href": "/users/6817005/natty",
"tag_badges": []
}
]
},
{
"name": "Python",
"href": "/rooms/info/6/python",
"tags": [
"python",
"python-2.x",
"python-3.x"
],
"users": [
{
"name": "Kevin",
"href": "/users/953482/kevin",
"tag_badges": [
[
"python-3.x",
"silver"
],
[
"tkinter",
"silver"
],
[
"list",
"bronze"
],
[
"tkinter",
"bronze"
],
[
"math",
"bronze"
],
[
"python",
"silver"
],
[
"c++",
"bronze"
],
[
"python-3.x",
"bronze"
],
[
"function",
"bronze"
],
[
"dictionary",
"bronze"
],
[
"python",
"gold"
],
[
"string",
"bronze"
],
[
"python-2.7",
"bronze"
],
[
"python-2.7",
"silver"
],
[
"python",
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