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feat:

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- Replace Flask with FastAPI for improved performance and modern architecture
- Add exhaustive test coverage for language toggle, range settings, and functionality validations
- Ensure app instance uniqueness with process checking logic
- Update dependency management and improve repository state for FastAPI compatibility
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TzuWei 2026-01-24 04:33:27 +09:00
parent 713ad34afb
commit 7b3a221e48
Signed by: tzuwei-huang
GPG Key ID: 88A0D3DA7558EE01
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13
.gitignore vendored
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@ -1,3 +1,16 @@
# Python
__pycache__/
*.py[cod]
*$py.class
.venv/
venv/
ENV/
# PyInstaller
build/
dist/
*.spec
### JetBrains template
# Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider
# Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839

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README.md Normal file
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# Fair Random Number Generator | 公平隨機抽號器
[English](#english) | [繁體中文](#繁體中文)
---
## English
### Description
A web-based random number generator built with FastAPI. It ensures fairness by picking numbers from a pre-defined pool and removing them until the pool is empty. It features a large, easy-to-read UI suitable for presentations or events.
### Features
- **Fair Picking**: Each number is drawn only once from the specified range.
- **Bilingual Support**: Supports both English and Traditional Chinese.
- **Large UI**: Optimized font sizes for high visibility.
- **Session-based**: Keeps track of drawn numbers and remaining pool within the session.
- **Security**: Uses cryptographically strong random numbers (Python's `secrets` module).
- **Fairness Verification**: Includes a script to verify the uniform distribution of results.
### Fairness Mechanism
This app ensures fairness through two layers:
1. **Logical Fairness (Pool-based)**: Instead of just picking a random number, the app creates a "pool" containing all numbers in the specified range. When a number is picked, it is **removed** from the pool. This guarantees that every number is drawn exactly once, and no number is repeated or skipped.
2. **Statistical Fairness (Cryptographic Randomness)**: The app uses Python's `secrets` module (`secrets.randbelow`) to select the index from the pool. Unlike the standard `random` module, `secrets` is designed for cryptography and provides high-quality randomness that is resistant to prediction.
You can run the verification script yourself to see the distribution:
```bash
python tests/verify_fairness.py
```
### Quick Start (Executable)
If you don't want to install Python, you can download the latest version from [GitHub Releases](https://github.com/your-username/your-repo-name/releases).
1. Download `RandomPicker.exe`.
2. Double-click to run it.
3. Open your browser and navigate to `http://127.0.0.1`.
### Installation (From Source)
1. **Requirement**: Python 3.13+ and [uv](https://github.com/astral-sh/uv).
2. **Install dependencies**:
```bash
uv sync
```
### Usage (From Source)
1. **Run the application**:
```bash
uv run exec.py
```
2. Open your browser and navigate to `http://127.0.0.1`.
---
## 繁體中文
### 說明
一個基於 FastAPI 開發的網頁版隨機抽號器。它透過從預定義的池中抽取號碼並移除，直到所有號碼都被抽完，從而確保公平性。具備超大字體介面，非常適合在簡報、抽獎或各種活動中使用。
### 功能特點
- **公平抽籤**：在指定範圍內，每個數字只會被抽中一次。
- **雙語支持**：支援英文與繁體中文介面。
- **超大 UI**：針對高能見度優化的字體大小。
- **會話管理**：在瀏覽器會話中記錄已抽出的號碼與剩餘數量。
- **安全性**：使用密碼學等級的隨機數生成器（Python 的 `secrets` 模組）。
- **公平性驗證**：內建驗證腳本，可測試結果的均勻分佈。
### 公平性機制
本應用程式透過兩個層面確保公平性：
1. **邏輯公平（基於號碼池）**：程式並非單純隨機抽號，而是先建立一個包含範圍內所有號碼的「號碼池」。每當抽到一個號碼，就會將其從池中**移除**。這保證了每個號碼在一個循環內只會被抽中一次，不會重複也不會遺漏。
2. **統計公平（密碼學等級隨機性）**：程式使用 Python 的 `secrets` 模組 (`secrets.randbelow`) 來從池中挑選索引。與標準的 `random` 模組不同，`secrets` 模組是專為密碼學設計的，提供高品質且難以預測的隨機性。
您可以自行執行驗證腳本來查看分佈情況：
```bash
python tests/verify_fairness.py
```
### 快速開始 (執行檔)
如果您不想安裝 Python，可以從 [GitHub Releases](https://github.com/your-username/your-repo-name/releases) 下載最新版本。
1. 下載 `RandomPicker.exe`。
2. 雙擊執行該程式。
3. 開啟瀏覽器並造訪 `http://127.0.0.1`。
### 安裝步驟 (從原始碼)
1. **需求**：Python 3.13+ 以及 [uv](https://github.com/astral-sh/uv)。
2. **安裝依賴**：
```bash
uv sync
```
### 使用方式 (從原始碼)
1. **啟動應用程式**：
```bash
uv run exec.py
```
2. 開啟瀏覽器並造訪 `http://127.0.0.1`。

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exec.py
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from rng_app.app import rng_app
import webbrowser
import uvicorn
import sys
import ctypes
from threading import Timer
from rng_app.app import app
def open_browser():
webbrowser.open_new("http://127.0.0.1")
def is_already_running():
mutex_name = "Global\\RandomPickerMutex_Unique_ID_12345"
kernel32 = ctypes.windll.kernel32
mutex = kernel32.CreateMutexW(None, False, mutex_name)
last_error = kernel32.GetLastError()
if last_error == 183:
return True
return False
if __name__ == "__main__":
rng_app.run(debug=True)
if is_already_running():
open_browser()
sys.exit(0)
Timer(1, open_browser).start()
try:
uvicorn.run(app, host="127.0.0.1", port=80, log_config=None)
except Exception:
open_browser()
sys.exit(1)

5
number_generator/number_generator.py
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@ -1,12 +1,13 @@
import secrets
from typing import Optional
def random_generate_number(min_val: int = 1, max_val: int = 100) -> int:
return secrets.randbelow(max_val - min_val + 1) + min_val
def pick_and_remove(numbers: list[int]) -> tuple[int, list[int]]:
def pick_and_remove(numbers: list[int]) -> tuple[Optional[int], list[int]]:
if not numbers:
return None, []
idx = secrets.randbelow(len(numbers))
picked = numbers.pop(idx)
return picked, numbers

17
pyproject.toml
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@ -1,8 +1,19 @@
[project]
name = "random-number-generator"
version = "0.1.0"
description = "Add your description here"
version = "1.0.0"
description = "A fair random number generator"
requires-python = ">=3.13"
dependencies = [
"flask>=3.1.2",
"fastapi>=0.128.0",
"httpx>=0.28.1",
"itsdangerous>=2.2.0",
"jinja2>=3.1.6",
"pytest>=9.0.2",
"python-multipart>=0.0.21",
"uvicorn>=0.40.0",
]
[dependency-groups]
dev = [
"pyinstaller>=6.18.0",
]

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rng_app/app.py
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@ -1,6 +1,16 @@
import os
import sys
from typing import Optional
from flask import Flask, request, render_template, session, redirect, url_for
from fastapi import FastAPI, Request, Form
from fastapi.responses import RedirectResponse, HTMLResponse
from fastapi.templating import Jinja2Templates
from starlette.middleware.sessions import SessionMiddleware
def get_resource_path(relative_path):
if hasattr(sys, '_MEIPASS'):
return os.path.join(sys._MEIPASS, relative_path)
return os.path.join(os.path.abspath("."), relative_path)
TRANSLATIONS = {
"en": {
@ -38,102 +48,109 @@ TRANSLATIONS = {
}
from number_generator.number_generator import pick_and_remove
MAX_RANGE_SIZE = 10000
BASE_DIR = os.path.dirname(os.path.abspath(__file__))
rng_app = Flask("Random Number Generator", template_folder=os.path.join(BASE_DIR, "templates"))
rng_app.secret_key = os.urandom(24)
def initialize_pool(request: Request, min_val: int, max_val: int):
if min_val > max_val:
return
if (max_val - min_val + 1) > MAX_RANGE_SIZE:
return
@rng_app.route("/", methods=["GET", "POST"])
def index():
if "lang" not in session:
session["lang"] = "en"
pool = list(range(min_val, max_val + 1))
request.session["current_range"] = [min_val, max_val]
request.session["is_active"] = True
number = session.get("last_number")
remaining_count = 0
number, updated_pool = pick_and_remove(pool)
request.session["pool"] = updated_pool
request.session["last_number"] = number
request.session["drawn"] = [number]
template_dir = get_resource_path(os.path.join("rng_app", "templates"))
templates = Jinja2Templates(directory=template_dir)
app = FastAPI()
app.add_middleware(SessionMiddleware, secret_key=os.getenv("SESSION_SECRET_KEY", os.urandom(24)))
@app.get("/", response_class=HTMLResponse)
async def index(request: Request):
if "lang" not in request.session:
request.session["lang"] = "zh"
if request.method == "POST":
if "min" in request.form and "max" in request.form:
try:
min_val = int(request.form["min"])
max_val = int(request.form["max"])
if min_val <= max_val:
pool = list(range(min_val, max_val + 1))
session["current_range"] = [min_val, max_val]
session["is_active"] = True
session["drawn"] = []
number, updated_pool = pick_and_remove(pool)
session["pool"] = updated_pool
session["last_number"] = number
session["drawn"].insert(0, number)
session.modified = True
except ValueError:
pass
number = request.session.get("last_number")
pool = request.session.get("pool", [])
remaining_count = len(pool)
lang = request.session["lang"]
elif "pool" in session and session["pool"]:
pool = session["pool"]
number, updated_pool = pick_and_remove(pool)
session["pool"] = updated_pool
session["last_number"] = number
if "drawn" not in session:
session["drawn"] = []
session["drawn"].insert(0, number)
session.modified = True
remaining_count = len(session.get("pool", []))
return render_template("index.html",
number=number,
remaining_count=remaining_count,
has_range=session.get("is_active", False),
range_vals=session.get("current_range"),
drawn=session.get("drawn", []),
t=TRANSLATIONS[session["lang"]],
current_lang=session["lang"])
@rng_app.route("/set_lang/<lang>")
def set_lang(lang):
if lang in TRANSLATIONS:
session["lang"] = lang
return redirect(request.referrer or url_for("index"))
@rng_app.route("/restart")
def restart():
lang = session.get("lang", "en")
current_range = session.get("current_range")
current_range = request.session.get("current_range")
formatted_number = None
formatted_drawn = []
if current_range:
min_val, max_val = current_range
pool = list(range(min_val, max_val + 1))
session["is_active"] = True
session["drawn"] = []
max_val = current_range[1]
padding = len(str(max_val))
if number is not None:
formatted_number = f"{number:0{padding}d}"
drawn = request.session.get("drawn", [])
formatted_drawn = [f"{n:0{padding}d}" for n in drawn]
else:
if number is not None:
formatted_number = str(number)
formatted_drawn = [str(n) for n in request.session.get("drawn", [])]
return templates.TemplateResponse("index.html", {
"request": request,
"number": formatted_number,
"remaining_count": remaining_count,
"has_range": request.session.get("is_active", False),
"range_vals": current_range,
"drawn": formatted_drawn,
"t": TRANSLATIONS.get(lang, TRANSLATIONS["en"]),
"current_lang": lang
})
@app.post("/")
async def handle_post(request: Request, min: Optional[int] = Form(None), max: Optional[int] = Form(None)):
if min is not None and max is not None:
initialize_pool(request, min, max)
elif "pool" in request.session and request.session["pool"]:
pool = request.session["pool"]
number, updated_pool = pick_and_remove(pool)
session["pool"] = updated_pool
session["last_number"] = number
session["drawn"].insert(0, number)
session.modified = True
session["lang"] = lang
return redirect(url_for("index"))
@rng_app.route("/reset")
def reset():
lang = session.get("lang", "en")
current_range = session.get("current_range")
session.clear()
session["lang"] = lang
session["last_number"] = None
session["is_active"] = False
if current_range:
session["current_range"] = current_range
request.session["pool"] = updated_pool
request.session["last_number"] = number
return redirect(url_for("index"))
drawn = request.session.get("drawn", [])
if number is not None:
drawn.insert(0, number)
request.session["drawn"] = drawn
return RedirectResponse(url="/", status_code=303)
@app.get("/set_lang/{lang}")
async def set_lang(request: Request, lang: str):
if lang in TRANSLATIONS:
request.session["lang"] = lang
return RedirectResponse(url="/", status_code=303)
@app.get("/restart")
async def restart(request: Request):
current_range = request.session.get("current_range")
if current_range:
initialize_pool(request, current_range[0], current_range[1])
return RedirectResponse(url="/", status_code=303)
@app.get("/reset")
async def reset(request: Request):
lang = request.session.get("lang", "zh")
current_range = request.session.get("current_range")
request.session.clear()
request.session["lang"] = lang
request.session["is_active"] = False
if current_range:
request.session["current_range"] = current_range
return RedirectResponse(url="/", status_code=303)

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rng_app/templates/index.html
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@ -3,25 +3,25 @@
<head>
<title>Fair Random Number Generator</title>
<style>
body { font-family: sans-serif; text-align: center; margin-top: 50px; background-color: #f4f7f6; }
.container { max-width: 600px; margin: 0 auto; padding: 40px; background: white; border: 1px solid #eee; border-radius: 15px; box-shadow: 0 10px 25px rgba(0,0,0,0.05); position: relative; }
body { font-family: sans-serif; text-align: center; margin: 20px 0; background-color: #f4f7f6; font-size: 1.2em; }
.container { width: 98%; max-width: 98%; margin: 0 auto; padding: 40px 20px; background: white; border: 1px solid #eee; border-radius: 15px; box-shadow: 0 10px 25px rgba(0,0,0,0.05); position: relative; box-sizing: border-box; }
.lang-switch { position: absolute; top: 20px; right: 20px; }
.lang-link { text-decoration: none; color: #3498db; font-size: 1.1em; font-weight: bold; }
h1 { color: #2c3e50; margin-bottom: 30px; font-size: 2.5em; }
.result { font-size: 8em; font-weight: bold; color: #e74c3c; margin: 30px 0; text-shadow: 2px 2px 4px rgba(0,0,0,0.1); }
.info { font-size: 1.5em; color: #7f8c8d; margin-bottom: 30px; }
button { padding: 15px 30px; font-size: 1.5em; cursor: pointer; transition: all 0.2s; }
.lang-link { text-decoration: none; color: #3498db; font-size: 1.2em; font-weight: bold; }
h1 { color: #2c3e50; margin-bottom: 30px; font-size: 3em; }
.result { font-size: 16em; font-weight: bold; color: #e74c3c; margin: 30px 0; text-shadow: 2px 2px 4px rgba(0,0,0,0.1); }
.info { font-size: 2em; color: #7f8c8d; margin-bottom: 30px; }
button { padding: 20px 40px; font-size: 2em; cursor: pointer; transition: all 0.2s; }
button:hover { transform: translateY(-2px); box-shadow: 0 5px 15px rgba(0,0,0,0.1); }
button:active { transform: translateY(0); }
.reset-btn { background-color: #f8f9fa; border: 1px solid #dee2e6; color: #6c757d; text-decoration: none; padding: 12px 25px; border-radius: 6px; display: inline-block; margin-top: 20px; font-size: 1.1em; }
.reset-btn { background-color: #f8f9fa; border: 1px solid #dee2e6; color: #6c757d; text-decoration: none; padding: 15px 30px; border-radius: 6px; display: inline-block; margin-top: 20px; font-size: 1.3em; }
.reset-btn:hover { background-color: #e9ecef; }
.generate-btn { background-color: #2ecc71; border: none; color: white; border-radius: 6px; font-weight: bold; }
.generate-btn:hover { background-color: #27ae60; }
input[type="number"] { padding: 10px; border: 2px solid #edeff2; border-radius: 8px; width: 100px; outline: none; font-size: 1.5em; text-align: center; }
input[type="number"] { padding: 15px; border: 2px solid #edeff2; border-radius: 8px; width: 150px; outline: none; font-size: 2em; text-align: center; }
input[type="number"]:focus { border-color: #3498db; }
label { font-size: 1.5em; color: #34495e; margin-right: 5px; }
label { font-size: 2em; color: #34495e; margin-right: 10px; }
.drawn-list { margin-top: 40px; text-align: left; background: #fdfdfd; padding: 25px; border: 1px dashed #dcdde1; border-radius: 10px; }
.drawn-numbers { font-size: 1.4em; font-weight: bold; color: #34495e; word-wrap: break-word; line-height: 1.6; margin-top: 10px; }
.drawn-numbers { font-size: 3em; font-weight: bold; color: #34495e; word-wrap: break-word; line-height: 1.2; margin-top: 10px; }
</style>
</head>
<body>
@ -37,11 +37,11 @@
{% if not has_range %}
<form method="post">
<p style="font-size: 1.5em; color: #34495e;">{{ t.enter_range }}</p>
<p style="font-size: 2em; color: #34495e;">{{ t.enter_range }}</p>
<label>{{ t.min }}</label>
<input type="number" name="min" value="{{ range_vals[0] if range_vals else 1 }}" required>
<input type="number" name="min" value="{{ range_vals[0] if range_vals else 1 }}" min="0" required>
<label>{{ t.max }}</label>
<input type="number" name="max" value="{{ range_vals[1] if range_vals else 100 }}" required>
<input type="number" name="max" value="{{ range_vals[1] if range_vals else 100 }}" min="0" required>
<br><br>
<button type="submit" class="generate-btn">{{ t.start }}</button>
</form>
@ -61,8 +61,8 @@
{% if remaining_count > 0 %}
<button type="submit" class="generate-btn">{{ t.pick_one }}</button>
{% else %}
<p style="font-size: 1.5em; color: #2ecc71; font-weight: bold;">{{ t.all_picked }}</p>
<a href="/restart" class="generate-btn" style="text-decoration: none; display: inline-block; padding: 15px 30px;">{{ t.restart }}</a>
<p style="font-size: 2em; color: #2ecc71; font-weight: bold;">{{ t.all_picked }}</p>
<a href="/restart" class="generate-btn" style="text-decoration: none; display: inline-block; padding: 20px 40px;">{{ t.restart }}</a>
{% endif %}
</form>
@ -74,7 +74,7 @@
{% if drawn %}
<div class="drawn-list">
<strong style="font-size: 1.2em;">{{ t.drawn_numbers }}</strong>
<strong style="font-size: 2em;">{{ t.drawn_numbers }}</strong>
<div class="drawn-numbers">{{ drawn | join(', ') }}</div>
</div>
{% endif %}

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tests/test_app.py Normal file
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@ -0,0 +1,82 @@
from fastapi.testclient import TestClient
from rng_app.app import app
import pytest
import re
client = TestClient(app)
def test_index_default_lang():
response = client.get("/")
assert response.status_code == 200
# 預設應為繁體中文
assert "隨機抽號器" in response.text
assert "輸入範圍" in response.text
def test_language_toggle():
# 切換到英文
response = client.get("/set_lang/en", follow_redirects=True)
assert "Random Picker" in response.text
assert "Enter the range:" in response.text
# 切換回中文
response = client.get("/set_lang/zh", follow_redirects=True)
assert "隨機抽號器" in response.text
def test_set_range_with_padding():
# 設定範圍 1-100 (補足 3 位)
response = client.post("/", data={"min": 1, "max": 100}, follow_redirects=True)
assert response.status_code == 200
assert "範圍： 1 ~ 100" in response.text
# 第一個號碼應該補足 3 位
match = re.search(r'<div class="result">\s*(\d{3})\s*</div>', response.text)
assert match is not None
print(f"Padded number: {match.group(1)}")
def test_drawn_list_padding():
client.post("/", data={"min": 1, "max": 10}, follow_redirects=True)
response = client.post("/", follow_redirects=True)
match = re.search(r'<div class="drawn-numbers">([\d, ]+)</div>', response.text)
assert match is not None
drawn_str = match.group(1)
numbers = [n.strip() for n in drawn_str.split(',')]
assert len(numbers) >= 2
for n in numbers:
assert len(n) == 2
def test_full_cycle_and_all_picked():
client.post("/", data={"min": 1, "max": 2}, follow_redirects=True)
response = client.post("/", follow_redirects=True)
assert "剩餘數量： 0" in response.text
assert "全部抽完啦！" in response.text
response = client.post("/", follow_redirects=True)
assert "全部抽完啦！" in response.text
def test_restart_functionality():
client.post("/", data={"min": 1, "max": 10}, follow_redirects=True)
client.post("/", follow_redirects=True)
client.post("/", follow_redirects=True)
response = client.get("/restart", follow_redirects=True)
assert "剩餘數量： 9" in response.text # 重新初始化後抽出第 1 個
assert "範圍： 1 ~ 10" in response.text
def test_reset_functionality():
client.post("/", data={"min": 1, "max": 10}, follow_redirects=True)
response = client.get("/reset", follow_redirects=True)
assert "輸入範圍：" in response.text
assert 'class="info"' not in response.text
def test_invalid_range():
response = client.post("/", data={"min": 10, "max": 1}, follow_redirects=True)
assert 'class="info"' not in response.text
def test_max_range_limit():
response = client.post("/", data={"min": 1, "max": 10001}, follow_redirects=True)
assert 'class="info"' not in response.text
if __name__ == "__main__":
import sys
pytest.main([__file__])

39
tests/verify_fairness.py Normal file
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@ -0,0 +1,39 @@
import secrets
from collections import Counter
import math
def pick_and_remove(numbers: list[int]) -> tuple[int, list[int]]:
if not numbers:
return None, []
idx = secrets.randbelow(len(numbers))
picked = numbers.pop(idx)
return picked, numbers
def test_fairness(range_size=10, iterations=100000):
print(f"Testing fairness over {iterations} iterations with range 1-{range_size}...")
# We want to check if the first number picked in each session is uniformly distributed
first_picks = []
for _ in range(iterations):
pool = list(range(1, range_size + 1))
picked, _ = pick_and_remove(pool)
first_picks.append(picked)
counts = Counter(first_picks)
expected = iterations / range_size
print(f"{'Number':<10} | {'Count':<10} | {'Deviation':<10}")
print("-" * 35)
for i in range(1, range_size + 1):
count = counts[i]
deviation = (count - expected) / expected * 100
print(f"{i:<10} | {count:<10} | {deviation:>8.2f}%")
# Chi-squared test for goodness of fit
chi_sq = sum((counts[i] - expected)**2 / expected for i in range(1, range_size + 1))
print(f"\nChi-squared statistic: {chi_sq:.4f}")
# For df = 9, p=0.05, critical value is 16.919
print("For 10 categories, a value below 16.92 suggests the distribution is uniform (95% confidence).")
if __name__ == "__main__":
test_fairness()

396
uv.lock generated
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