Kaenova Mahendra Auditama kaenova

Markov Chain Learning

So i just learn Markov Chain by usecases. The use case are, we want to know what the next product and user's space will be used. In here i encode the state as [current_balance, age_category, product_1, product_2, product_3, product_4]. So if i have [1, 2, 1, 3, 2, 0] It means, the users have low balance (elm 0), he's a teenager (elm 1), have savings as his first product (elm 2), have credit card as his second product (elm 4), have mobile banking as his third product (elm 3), and doesn't have any deposits (elm 5).

I creaete 3 files

generator.py to create random users timeline that the product used
markov.py create markov chain table
interact to interact with the table

Inject Next Js Environment Variable in Github Action and Docker

So you're wondering how can i inject my environment variable easily without hardcoding it into a file? Easy use Github Action Environment Variables and also Docker Args.

Github Action

# Web service in development branch (main)

name: LMNTS - Dev - web

	text
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	Phasellus in felis. Donec semper sapien a libero. Nam dui.
	Phasellus sit amet erat. Nulla tempus. Vivamus in felis eu sapien cursus vestibulum. Proin eu mi. Nulla ac enim. In tempor, turpis nec euismod scelerisque, quam turpis adipiscing lorem, vitae mattis nibh ligula nec sem.
	Duis bibendum. Morbi non quam nec dui luctus rutrum. Nulla tellus.
	Pellentesque at nulla. Suspendisse potenti. Cras in purus eu magna vulputate luctus.
	Proin interdum mauris non ligula pellentesque ultrices. Phasellus id sapien in sapien iaculis congue. Vivamus metus arcu, adipiscing molestie, hendrerit at, vulputate vitae, nisl.
	Aenean lectus. Pellentesque eget nunc. Donec quis orci eget orci vehicula condimentum.

How to install K3s without built in traefik?

# source: https://www.suse.com/support/kb/doc/?id=000020082
curl -sfL https://get.k3s.io | INSTALL_K3S_EXEC="--no-deploy traefik" sh -s -

	import { unlinkSync } from "node:fs"
	import { Request, Response, NextFunction } from "express"

	async function temporaryFileRemoverMiddleware(
	req: Request,
	res: Response,
	next: NextFunction,
	) {
	async function asyncUnlink(path: string) {
	unlinkSync(path);

	Job Title,Company,Location
	Freelance Trade Finance Professional,Trdfin Support Service Pvt Ltd,"Kejaksan, Cirebon, Jawa Barat, Indonesia"
	Freelance Trade Finance Professional,Trdfin Support Service Pvt Ltd,"Bumi Raya, Kab. Morowali, Sulawesi Tengah, Indonesia"
	Freelance Trade Finance Professional,Trdfin Support Service Pvt Ltd,"Taman Sari, Pangkal Pinang, Kepulauan Bangka Belitung, Indonesia"
	Freelance Trade Finance Professional,Trdfin Support Service Pvt Ltd,"Rumbai, Pekanbaru, Riau, Indonesia"
	Freelance Trade Finance Professional,Trdfin Support Service Pvt Ltd,"Tatanga, Palu, Sulawesi Tengah, Indonesia"
	Freelance Trade Finance Professional,Trdfin Support Service Pvt Ltd,"Semarang Tengah, Semarang, Jawa Tengah, Indonesia"
	Translation Mandarin Specialist,Pt Qinfa Mining Industri,"Banjarmasin Barat, Banjarmasin, Kalimantan Selatan, Indonesia"
	Senior Software Engineer (Remote),EarnAha,"Rungkut, Surabaya, Jawa Timur, Indonesia"
	Marketing Staff,PT VPlus Platinum 8 Indonesia,"Setiabudi, Jakarta Selatan, DKI Jakart

	import csv
	import requests
	from bs4 import BeautifulSoup

	csv_file_path = 'jobs.csv'

	num_data = 500
	page_number = 1
	job_data = []

	# For compiling to c
	python -m grpc_tools.protoc \
	-I./proto \
	--python_out=./py-script/rpc \
	--pyi_out=./py-script/rpc \
	--grpc_python_out=./py-script/rpc \
	./proto/*.proto
	# For changing into relative import
	sed -i 's/import \(\w\+\)_pb2 as \(\w\+\)__pb2/from . import \1_pb2 as \2__pb2/' \
	py-script/rpc/*_grpc.py

	// These are custom component, you can change it to your liking
	import MainButton from '@/components/button/MainButton';
	import InputText from '@/components/input/InputText';
	import React, { useEffect, useState } from 'react';

	function Test() {
	return (
	<div className="flex flex-col w-screen h-screen items-center justify-center">
	<div className="w-5/12 rounded-md p-3 border border-neutral-500/20 shadow-md bg-white">
	<Headers onChange={(data) => console.log(data)} />