import asyncio
from typing import List, Dict, Optional
import logging
# Configure ethereal logger
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger("EtherealPipeline")
class DataPipeline:
"""
A minimal, aesthetic asynchronous data processing pipeline.
Handles extraction, transformation, and elegant degradation.
"""
def __init__(self, batch_size: int = 100):
self.batch_size = batch_size
self._is_running: bool = False
async def extract_data(self, source: str) -> List[Dict]:
logger.info(f"Extracting from {source}...")
await asyncio.sleep(0.5) # Simulate I/O latency
return [{"id": i, "val": i * 3.14} for i in range(self.batch_size)]
async def process(self, target_uri: str) -> bool:
self._is_running = True
try:
raw_data = await self.extract_data(target_uri)
# Complex transformation logic here
processed = [d["val"] ** 2 for d in raw_data if d["id"] % 2 == 0]
logger.info(f"Successfully processed {len(processed)} records.")
return True
except Exception as e:
logger.error(f"Pipeline collapsed: {e}")
return False
finally:
self._is_running = False
use std::sync::{mpsc, Arc, Mutex};
use std::thread;
/// A beautiful, thread-safe Worker Pool for concurrent task execution.
pub struct ThreadPool {
workers: Vec<Worker>,
sender: mpsc::Sender<Message>,
}
type Job = Box<dyn FnOnce() + Send + 'static>;
enum Message {
NewJob(Job),
Terminate,
}
impl ThreadPool {
/// Creates a new ThreadPool with the specified number of threads.
pub fn new(size: usize) -> ThreadPool {
assert!(size > 0);
let (sender, receiver) = mpsc::channel();
let receiver = Arc::new(Mutex::new(receiver));
let mut workers = Vec::with_capacity(size);
for id in 0..size {
workers.push(Worker::new(id, Arc::clone(&receiver)));
}
ThreadPool { workers, sender }
}
pub fn execute<F>(&self, f: F)
where
F: FnOnce() + Send + 'static,
{
let job = Box::new(f);
self.sender.send(Message::NewJob(job)).unwrap();
}
}
import { useState, useEffect } from 'react';
/**
* Ethereal Custom Hook for resilient data fetching.
* Features automatic retries and elegant state management.
*/
export interface FetchState<T> {
data: T | null;
isLoading: boolean;
error: Error | null;
}
export function useEtherealFetch<T>(url: string): FetchState<T> {
const [data, setData] = useState<T | null>(null);
const [isLoading, setIsLoading] = useState<boolean>(true);
const [error, setError] = useState<Error | null>(null);
useEffect(() => {
const fetchData = async () => {
try {
setIsLoading(true);
const response = await fetch(url, {
headers: { 'X-Aesthetic': 'Ethereal-Slate' }
});
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
const result = await response.json();
setData(result);
} catch (err) {
setError(err instanceof Error ? err : new Error('Unknown'));
} finally {
setIsLoading(false);
}
};
fetchData();
}, [url]);
return { data, isLoading, error };
}