Ulan Sametov usametov

When scraping websites using Playwright in headless mode, you might get blocked due to anti-bot measures implemented by the target website. These measures often detect automated browsers and block them to prevent scraping. Below are several strategies to help you avoid being blocked, along with implementation tips using Playwright in Python or JavaScript.

Why You're Getting Blocked

Websites use various techniques to detect headless browsers, such as:

User-Agent Detection: Your browser's user-agent might indicate a headless browser.
Browser Fingerprinting: Websites analyze browser properties (e.g., screen resolution, WebGL, plugins) to detect automation.
Behavior Analysis: Websites may track mouse movements, click patterns, or other human-like behavior.
IP Blocking: Frequent requests from the same IP can trigger rate-limiting or blocking.

A/B testing is a powerful method to compare two versions of a user experience (UX) design to determine which performs better. Below is a quickstart guide for conducting A/B testing for UX, with a focus on using R for statistical analysis.

Quickstart Guide to A/B Testing for UX with R

1. Define Your Goal and Metrics

Goal: Identify the specific UX improvement you want to test (e.g., increase button click-through rate, reduce bounce rate, improve form completion).
Metrics:
- Primary Metric: The key performance indicator (KPI) tied to your goal (e.g., conversion rate, time on page).
- Secondary Metrics: Additional metrics to monitor for unintended consequences (e.g., user satisfaction, page load time).
Example: If testing a new button design, your primary metric might be the click-through rate (CTR).

Angular's EventEmitter is a class in the @angular/core module that facilitates event-driven communication between components, particularly in a parent-child component relationship. It’s built on top of Angular’s reactive programming model and is commonly used to emit custom events that other parts of the application can listen to and respond to. Essentially, it’s a way to send data or signals from one component (usually a child) to another (usually a parent).

What is `EventEmitter`?

EventEmitter extends RxJS’s Subject, making it an observable that can emit values to subscribers.
It’s designed specifically for Angular’s component interaction, allowing you to define custom events with the @Output() decorator.
You can emit any type of data (e.g., strings, objects, numbers) through an EventEmitter.

How Does It Work?

Define an EventEmitter in the Child Component: Use the @Output() decorator to mark it as an event that the parent can bind to.
Emit an Event: Call the `em

	from together import Together
	client = Together(api_key = TOGETHER_API_KEY)

	question = "Which is larger 9.9 or 9.11?"

	thought = client.chat.completions.create(
	model="deepseek-ai/DeepSeek-R1",
	messages=[{"role": "user", "content": question}],
	stop = ['</think>']
	)

	// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
	// ©jdehorty

	// @version=5
	indicator('Machine Learning: Lorentzian Classification', 'Lorentzian Classification', true, precision=4, max_labels_count=500)

	import jdehorty/MLExtensions/2 as ml
	import jdehorty/KernelFunctions/2 as kernels

	// ====================

	(ns simba
	(:require [clojure.java.jdbc :as j])
	(:import (com.simba.googlebigquery.jdbc42 Driver)))

	(def conn {:classname "com.simba.googlebigquery.jdbc42.Driver"
	:subprotocol "bigquery"
	:subname "//https://www.googleapis.com/bigquery/v2:443;ProjectId=MY-PROJECT-ID;OAuthServiceAcctEmail=USERNAME@PROJECT.iam.gserviceaccount.com;OAuthPvtKeyPath=PATH-TO-P12-FILE"})

	(defn run-query [query] (j/query conn [query]))

	#![allow(unused)] // silence unused warnings while exploring (to comment out)

	use std::{error::Error, str};

	use s3::bucket::Bucket;
	use s3::creds::Credentials;
	use s3::region::Region;
	use s3::BucketConfiguration;

	// Youtube Walkthrough - https://youtu.be/uQKBW8ZgYB8

	;; usage:
	;;
	;; (-> (rsa-keypair 2048)
	;; (generate-secret-key "alice@example.org" "hello")
	;; (export-keypair "alice.pub" "alice.sec" true))

	(import
	'[java.util Date]
	'[java.security SecureRandom KeyPair KeyPairGenerator]
	'[org.bouncycastle.jce.provider BouncyCastleProvider]

	#!/bin/bash
	#HITRON=10.10.2.1
	HITRON=192.168.100.1
	USER=app
	PASSWORD="com8&#wDs2*1er"
	OPTIONS="-o StrictHostKeyChecking=no -o ConnectTimeout=10 -o ServerAliveInterval=5 -o ServerAliveCountMax=1"
	echo Password of $USER $PASSWORD
	while [ 1 ]
	do
	echo connect...