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UPDATE: I have baked the ideas in this file inside a Python CLI tool called pyds-cli. Please find it here: https://github.com/ericmjl/pyds-cli

How to organize your Python data science project

Having done a number of data projects over the years, and having seen a number of them up on GitHub, I've come to see that there's a wide range in terms of how "readable" a project is. I'd like to share some practices that I have come to adopt in my projects, which I hope will bring some organization to your projects.

Disclaimer: I'm hoping nobody takes this to be "the definitive guide" to organizing a data project; rather, I hope you, the reader, find useful tips that you can adapt to your own projects.

Disclaimer 2: What I’m writing below is primarily geared towards Python language users. Some ideas may be transferable to other languages; others may not be so. Please feel free to remix whatever you see here!

	<?php

	$data_final = new DateTime($data->data_inicial);
	$data_final->add(new DateInterval('PT20M'));
	$data->$data_final = $data_final->format('Y-m-d H:i:s');

	<?php

	TScript::create('
	$("#btn_salvar").css({
	"background-color": "#00304A",
	"color": "#FFFFFF"
	});
	');

	<?php

	$this->form->getField('cidade_id')->setEditable(false);


	TDBUniqueSearch::disableField(self::$formName, 'cidade_id');

	# AGRADECIMENTO: JOYCE

	<?php

	ini_set('max_execution_time', 0); # ILIMITADO

	ini_set('max_execution_time', 300); # 5 MINUTOS

	set_time_limit(0); # ILIMITADO

	set_time_limit(0); # 5 MINUTOS

	<?php

	public function onReload($param = NULL)
	{

	$total_registros = (int) $repository->count();
	$html_registros = "<p style='font-size:16px ;display: inline-flex !important; padding-left: 15px !important'><strong>{$total_registros} </strong>  Total de Registros</p>";
	$this->form->addFooterWidget($html_registros);
	}


	<!-- EDITE O ARQUIVO app/resources/system_welcome_pt.html -->

	<!--[main]-->

	<style>
	.imagem {
	position: absolute;
	margin : auto;
	height : 200px;

	<?php

	# 1 - SALVA O VALOR NO localStorage
	$nome = 'Fabricio';
	TScript::create("localStorage.setItem('nome', '{$nome}')");

	# 2 - PEGA O VALOR E ENVIAR PARA O CAMPO OCULTO "THidden" DO FORMULÁRIO
	TScript::create("
	var nome = localStorage.getItem('nome');
	if (nome != 'undefined') {document.getElementById('nome').value = nome; }

	Pieces for Developers
	https://pieces.app/

	EXTENSÃO VSCODE:
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	SALVAR SNIPPET: SHIFT + CTRL + V

	BUSCAR SNIPPET: CTRL + K

	#! /bin/sh
	set -e

	# Save the $timeout and $timeout_style values set by /etc/grub.d/00_header
	# before /etc/grub.d/30_os-prober messes them up.

	cat << EOF
	set timeout_bak=\${timeout}
	set timeout_style_bak=\${timeout_style}
	EOF