1590846180
Apache Beam Architecture and Data Processing Workflows
Apache Beam is a product of Apache Software Foundation, which is in an open-source unified programming model and is used to define and execute data processing pipelines, which include ETL i.e., Extract, Transform, Load and both batch and stream data processing. This model was written using two programming languages, and that are Python and Java.
The initial version of Apache Beam was developed in June 2016, and its stable release (2.7.0) came into existence in October 2018. With the help of any open source Beam SDKs, we can build a program that can define a pipeline. After that, the pipeline would be executed by any of the Beam distributed processing back-ends which involve some of the beam runners like –
Apache Flink
Apache Spark
Apache Apex
Google Cloud Dataflow
#data processing workflows #apache beam architecture
What is GEEK
Buddha Community
1620466520
Your Data Architecture: Simple Best Practices for Your Data Strategy
If you accumulate data on which you base your decision-making as an organization, you should probably think about your data architecture and possible best practices.
If you accumulate data on which you base your decision-making as an organization, you most probably need to think about your data architecture and consider possible best practices. Gaining a competitive edge, remaining customer-centric to the greatest extent possible, and streamlining processes to get on-the-button outcomes can all be traced back to an organization’s capacity to build a future-ready data architecture.
In what follows, we offer a short overview of the overarching capabilities of data architecture. These include user-centricity, elasticity, robustness, and the capacity to ensure the seamless flow of data at all times. Added to these are automation enablement, plus security and data governance considerations. These points from our checklist for what we perceive to be an anticipatory analytics ecosystem.
#big data #data science #big data analytics #data analysis #data architecture #data transformation #data platform #data strategy #cloud data platform #data acquisition
1622608260
Making Sense of Unbounded Data & Real-Time Processing Systems
Unbounded data refers to continuous, never-ending data streams with no beginning or end. They are made available over time. Anyone who wishes to act upon them can do without downloading them first.
As Martin Kleppmann stated in his famous book, unbounded data will never “complete” in any meaningful way.
“In reality, a lot of data is unbounded because it arrives gradually over time: your users produced data yesterday and today, and they will continue to produce more data tomorrow. Unless you go out of business, this process never ends, and so the dataset is never “complete” in any meaningful way.”
— Martin Kleppmann, Designing Data-Intensive Applications
Processing unbounded data requires an entirely different approach than its counterpart, batch processing. This article summarises the value of unbounded data and how you can build systems to harness the power of real-time data.
#stream-processing #software-architecture #event-driven-architecture #data-processing #data-analysis #big-data-processing #real-time-processing #data-storage
1620629020
Getting Started With Data Lakes
Frameworks for Efficient Enterprise Analytics
The opportunities big data offers also come with very real challenges that many organizations are facing today. Often, it’s finding the most cost-effective, scalable way to store and process boundless volumes of data in multiple formats that come from a growing number of sources. Then organizations need the analytical capabilities and flexibility to turn this data into insights that can meet their specific business objectives.
This Refcard dives into how a data lake helps tackle these challenges at both ends — from its enhanced architecture that’s designed for efficient data ingestion, storage, and management to its advanced analytics functionality and performance flexibility. You’ll also explore key benefits and common use cases.
Introduction
As technology continues to evolve with new data sources, such as IoT sensors and social media churning out large volumes of data, there has never been a better time to discuss the possibilities and challenges of managing such data for varying analytical insights. In this Refcard, we dig deep into how data lakes solve the problem of storing and processing enormous amounts of data. While doing so, we also explore the benefits of data lakes, their use cases, and how they differ from data warehouses (DWHs).
This is a preview of the Getting Started With Data Lakes Refcard. To read the entire Refcard, please download the PDF from the link above.
#big data #data analytics #data analysis #business analytics #data warehouse #data storage #data lake #data lake architecture #data lake governance #data lake management
1685205672
Create Pagination Using jQuery
In this article, we will see how to create pagination using jquery. We will create jquery pagination using multiple ways. You can create pagination using different ways like creating pagination using simple HTML, you can create pagination in laravel using paginate() method. Also, create pagination laravel livewire, pagination using bootstrap.
We will create simple jquery pagination. Also, create pagination using jquery without a plugin and create jquery pagination with next and previous buttons
So, let's see dynamic pagination in jquery and bootstrap pagination in jquery
Example:
In this example, we will create pagination using jquery without using a plugin. Also, you can customize the pagination.
<!DOCTYPE html>
<html lang="en">
<head>
<title>How To Create Pagination Using jQuery - Websolutionstuff</title>
<style>
.current {
color: green;
}
#pagin li {
display: inline-block;
font-weight: 500;
}
.prev {
cursor: pointer;
}
.next {
cursor: pointer;
}
.last {
cursor:pointer;
margin-left:10px;
}
.first {
cursor:pointer;
margin-right:10px;
}
.line-content, #pagin, h3 {
text-align:center;
}
.line-content {
margin-top:20px;
}
#pagin {
margin-top:10px;
padding-left:0;
}
h3 {
margin:50px 0;
}
</style>
</head>
<body>
<h3>How To Create Pagination Using jQuery - Websolutionstuff</h3>
<div class="line-content">This is Page 1 content example with next and prev.</div>
<div class="line-content">This is Page 2 content example with next and prev.</div>
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<ul id="pagin"></ul>
</body>
</html>
<script src="https://code.jquery.com/jquery-3.6.1.min.js" integrity="sha256-o88AwQnZB+VDvE9tvIXrMQaPlFFSUTR+nldQm1LuPXQ=" crossorigin="anonymous"></script>
<script>
pageSize = 5;
incremSlide = 5;
startPage = 0;
numberPage = 0;
var pageCount = $(".line-content").length / pageSize;
var totalSlidepPage = Math.floor(pageCount / incremSlide);
for(var i = 0 ; i<pageCount;i++){
$("#pagin").append('<li><a href="#">'+(i+1)+'</a></li> ');
if(i>pageSize){
$("#pagin li").eq(i).hide();
}
}
var prev = $("<li/>").addClass("prev").html("Prev").click(function(){
startPage-=5;
incremSlide-=5;
numberPage--;
slide();
});
prev.hide();
var next = $("<li/>").addClass("next").html("Next").click(function(){
startPage+=5;
incremSlide+=5;
numberPage++;
slide();
});
$("#pagin").prepend(prev).append(next);
$("#pagin li").first().find("a").addClass("current");
slide = function(sens){
$("#pagin li").hide();
for(t=startPage;t<incremSlide;t++){
$("#pagin li").eq(t+1).show();
}
if(startPage == 0){
next.show();
prev.hide();
}else if(numberPage == totalSlidepPage ){
next.hide();
prev.show();
}else{
next.show();
prev.show();
}
}
showPage = function(page) {
$(".line-content").hide();
$(".line-content").each(function(n) {
if (n >= pageSize * (page - 1) && n < pageSize * page){
$(this).show();
}
});
}
showPage(1);
$("#pagin li a").eq(0).addClass("current");
$("#pagin li a").click(function() {
$("#pagin li a").removeClass("current");
$(this).addClass("current");
showPage(parseInt($(this).text()));
});
</script>Output:
Example:
In this example, we will create bootstrap pagination with help of jquery.
<!DOCTYPE html>
<html lang="en">
<head>
<title>How To Create Bootstrap Pagination Using jQuery - Websolutionstuff</title>
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css">
<style>
#data tr {
display: none;
}
.page {
margin: 30px;
}
table, th, td {
border: 1px solid black;
}
#data {
font-family: Arial, Helvetica, sans-serif;
border-collapse: collapse;
width: 100%;
}
#data td, #data th {
border: 1px solid #ddd;
padding: 8px;
}
#data tr:nth-child(even) {
background-color: #f2f2f2;
}
#data tr:hover {
background-color: #ddd;
}
#data th {
padding-top: 12px;
padding-bottom: 12px;
text-align: left;
background-color: #03aa96;
color: white;
}
#nav a {
color: #03aa96;
font-size: 20px;
margin-top: 22px;
font-weight: 600;
}
a:hover, a:visited, a:link, a:active {
text-decoration: none;
}
#nav {
margin-top: 20px;
}
</style>
</head>
<body>
<h2 align="center" class="mt-4">How To Create Bootstrap Pagination Using jQuery - Websolutionstuff</h2>
<div class="page" align="center">
<table id="data">
<tr>
<th>Id</th>
<th>Name</th>
<th>Country</th>
</tr>
<tr>
<td>1</td>
<td>Maria</td>
<td>Germany</td>
</tr>
<tr>
<td>2</td>
<td>Christina</td>
<td>Sweden</td>
</tr>
<tr>
<td>3</td>
<td>Chang</td>
<td>Mexico</td>
</tr>
<tr>
<td>4</td>
<td>Mendel</td>
<td>Austria</td>
</tr>
<tr>
<td>5</td>
<td>Helen</td>
<td>United Kingdom</td>
</tr>
<tr>
<td>6</td>
<td>Philip</td>
<td>Germany</td>
</tr>
<tr>
<td>7</td>
<td>Tannamuri</td>
<td>Canada</td>
</tr>
<tr>
<td>8</td>
<td>Rovelli</td>
<td>Italy</td>
</tr>
<tr>
<td>9</td>
<td>Dell</td>
<td>United Kingdom</td>
</tr>
<tr>
<td>10</td>
<td>Trump</td>
<td>France</td>
</tr>
</table>
</div>
</body>
</html>
<script src="https://code.jquery.com/jquery-3.6.1.min.js" integrity="sha256-o88AwQnZB+VDvE9tvIXrMQaPlFFSUTR+nldQm1LuPXQ=" crossorigin="anonymous"></script>
<script>
$(document).ready (function () {
$('#data').after ('<div id="nav"></div>');
var rowsShown = 5;
var rowsTotal = $('#data tbody tr').length;
var numPages = rowsTotal/rowsShown;
for (i = 0;i < numPages;i++) {
var pageNum = i + 1;
$('#nav').append ('<a href="#" rel="'+i+'">'+pageNum+'</a> ');
}
$('#data tbody tr').hide();
$('#data tbody tr').slice (0, rowsShown).show();
$('#nav a:first').addClass('active');
$('#nav a').bind('click', function() {
$('#nav a').removeClass('active');
$(this).addClass('active');
var currPage = $(this).attr('rel');
var startItem = currPage * rowsShown;
var endItem = startItem + rowsShown;
$('#data tbody tr').css('opacity','0.0').hide().slice(startItem, endItem).
css('display','table-row').animate({opacity:1}, 300);
});
});
</script>Output:
Example:
In this example, we will create pagination using the twbsPagination plugin. This jQuery plugin simplifies the usage of Bootstrap Pagination.
<!DOCTYPE html>
<html lang="en">
<head>
<title>jQuery Pagination Using Plugin - Websolutionstuff</title>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.0.0-alpha.6/css/bootstrap.min.css">
<style>
.wrapper{
margin: 60px auto;
text-align: center;
}
h2{
margin-bottom: 1.25em;
}
#pagination-demo{
display: inline-block;
margin-bottom: 1.75em;
}
#pagination-demo li{
display: inline-block;
}
.page-content{
background: #eee;
display: inline-block;
padding: 10px;
width: 100%;
max-width: 660px;
}
</style>
</head>
<body>
<div class="wrapper">
<div class="container">
<div class="row">
<div class="col-sm-12">
<h2>jQuery Pagination Using Plugin - Websolutionstuff</h2>
<p>Simple pagination using the TWBS pagination JS library.</p>
<ul id="pagination-demo" class="pagination-sm"></ul>
</div>
</div>
<div id="page-content" class="page-content">Page 1</div>
</div>
</div>
</body>
</html>
<script src="https://code.jquery.com/jquery-3.6.1.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.0.0-alpha.6/js/bootstrap.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/twbs-pagination/1.4.1/jquery.twbsPagination.min.js"></script>
<script>
$(document).ready (function () {
$('#pagination-demo').twbsPagination({
totalPages: 16,
visiblePages: 6,
next: 'Next',
prev: 'Prev',
onPageClick: function (event, page) {
$('#page-content').text('Page ' + page) + ' content here';
}
});
});
</script>Output:
Original article source at: https://websolutionstuff.com/
1685213040
使用 jQuery 创建分页
在本文中，我们将看到如何使用 jquery 创建分页。我们将使用多种方式创建 jquery 分页。您可以使用不同的方式创建分页，例如使用简单的 HTML 创建分页，您可以使用 paginate() 方法在 laravel 中创建分页。另外，创建分页 laravel livewire，使用 bootstrap 进行分页。
我们将创建简单的 jquery 分页。此外，使用不带插件的 jquery 创建分页，并使用下一个和上一个按钮创建 jquery 分页
那么，让我们看看jquery中的动态分页和jquery中的bootstrap分页
例子：
在这个例子中，我们将使用 jquery 创建分页而不使用插件。此外，您可以自定义分页。
<!DOCTYPE html>
<html lang="en">
<head>
<title>How To Create Pagination Using jQuery - Websolutionstuff</title>
<style>
.current {
color: green;
}
#pagin li {
display: inline-block;
font-weight: 500;
}
.prev {
cursor: pointer;
}
.next {
cursor: pointer;
}
.last {
cursor:pointer;
margin-left:10px;
}
.first {
cursor:pointer;
margin-right:10px;
}
.line-content, #pagin, h3 {
text-align:center;
}
.line-content {
margin-top:20px;
}
#pagin {
margin-top:10px;
padding-left:0;
}
h3 {
margin:50px 0;
}
</style>
</head>
<body>
<h3>How To Create Pagination Using jQuery - Websolutionstuff</h3>
<div class="line-content">This is Page 1 content example with next and prev.</div>
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<ul id="pagin"></ul>
</body>
</html>
<script src="https://code.jquery.com/jquery-3.6.1.min.js" integrity="sha256-o88AwQnZB+VDvE9tvIXrMQaPlFFSUTR+nldQm1LuPXQ=" crossorigin="anonymous"></script>
<script>
pageSize = 5;
incremSlide = 5;
startPage = 0;
numberPage = 0;
var pageCount = $(".line-content").length / pageSize;
var totalSlidepPage = Math.floor(pageCount / incremSlide);
for(var i = 0 ; i<pageCount;i++){
$("#pagin").append('<li><a href="#">'+(i+1)+'</a></li> ');
if(i>pageSize){
$("#pagin li").eq(i).hide();
}
}
var prev = $("<li/>").addClass("prev").html("Prev").click(function(){
startPage-=5;
incremSlide-=5;
numberPage--;
slide();
});
prev.hide();
var next = $("<li/>").addClass("next").html("Next").click(function(){
startPage+=5;
incremSlide+=5;
numberPage++;
slide();
});
$("#pagin").prepend(prev).append(next);
$("#pagin li").first().find("a").addClass("current");
slide = function(sens){
$("#pagin li").hide();
for(t=startPage;t<incremSlide;t++){
$("#pagin li").eq(t+1).show();
}
if(startPage == 0){
next.show();
prev.hide();
}else if(numberPage == totalSlidepPage ){
next.hide();
prev.show();
}else{
next.show();
prev.show();
}
}
showPage = function(page) {
$(".line-content").hide();
$(".line-content").each(function(n) {
if (n >= pageSize * (page - 1) && n < pageSize * page){
$(this).show();
}
});
}
showPage(1);
$("#pagin li a").eq(0).addClass("current");
$("#pagin li a").click(function() {
$("#pagin li a").removeClass("current");
$(this).addClass("current");
showPage(parseInt($(this).text()));
});
</script>输出：
例子：
在这个例子中，我们将在 jquery 的帮助下创建引导分页。
<!DOCTYPE html>
<html lang="en">
<head>
<title>How To Create Bootstrap Pagination Using jQuery - Websolutionstuff</title>
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css">
<style>
#data tr {
display: none;
}
.page {
margin: 30px;
}
table, th, td {
border: 1px solid black;
}
#data {
font-family: Arial, Helvetica, sans-serif;
border-collapse: collapse;
width: 100%;
}
#data td, #data th {
border: 1px solid #ddd;
padding: 8px;
}
#data tr:nth-child(even) {
background-color: #f2f2f2;
}
#data tr:hover {
background-color: #ddd;
}
#data th {
padding-top: 12px;
padding-bottom: 12px;
text-align: left;
background-color: #03aa96;
color: white;
}
#nav a {
color: #03aa96;
font-size: 20px;
margin-top: 22px;
font-weight: 600;
}
a:hover, a:visited, a:link, a:active {
text-decoration: none;
}
#nav {
margin-top: 20px;
}
</style>
</head>
<body>
<h2 align="center" class="mt-4">How To Create Bootstrap Pagination Using jQuery - Websolutionstuff</h2>
<div class="page" align="center">
<table id="data">
<tr>
<th>Id</th>
<th>Name</th>
<th>Country</th>
</tr>
<tr>
<td>1</td>
<td>Maria</td>
<td>Germany</td>
</tr>
<tr>
<td>2</td>
<td>Christina</td>
<td>Sweden</td>
</tr>
<tr>
<td>3</td>
<td>Chang</td>
<td>Mexico</td>
</tr>
<tr>
<td>4</td>
<td>Mendel</td>
<td>Austria</td>
</tr>
<tr>
<td>5</td>
<td>Helen</td>
<td>United Kingdom</td>
</tr>
<tr>
<td>6</td>
<td>Philip</td>
<td>Germany</td>
</tr>
<tr>
<td>7</td>
<td>Tannamuri</td>
<td>Canada</td>
</tr>
<tr>
<td>8</td>
<td>Rovelli</td>
<td>Italy</td>
</tr>
<tr>
<td>9</td>
<td>Dell</td>
<td>United Kingdom</td>
</tr>
<tr>
<td>10</td>
<td>Trump</td>
<td>France</td>
</tr>
</table>
</div>
</body>
</html>
<script src="https://code.jquery.com/jquery-3.6.1.min.js" integrity="sha256-o88AwQnZB+VDvE9tvIXrMQaPlFFSUTR+nldQm1LuPXQ=" crossorigin="anonymous"></script>
<script>
$(document).ready (function () {
$('#data').after ('<div id="nav"></div>');
var rowsShown = 5;
var rowsTotal = $('#data tbody tr').length;
var numPages = rowsTotal/rowsShown;
for (i = 0;i < numPages;i++) {
var pageNum = i + 1;
$('#nav').append ('<a href="#" rel="'+i+'">'+pageNum+'</a> ');
}
$('#data tbody tr').hide();
$('#data tbody tr').slice (0, rowsShown).show();
$('#nav a:first').addClass('active');
$('#nav a').bind('click', function() {
$('#nav a').removeClass('active');
$(this).addClass('active');
var currPage = $(this).attr('rel');
var startItem = currPage * rowsShown;
var endItem = startItem + rowsShown;
$('#data tbody tr').css('opacity','0.0').hide().slice(startItem, endItem).
css('display','table-row').animate({opacity:1}, 300);
});
});
</script>输出：
例子：
在此示例中，我们将使用twbsPagination插件创建分页。这个 jQuery 插件简化了 Bootstrap 分页的使用。
<!DOCTYPE html>
<html lang="en">
<head>
<title>jQuery Pagination Using Plugin - Websolutionstuff</title>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.0.0-alpha.6/css/bootstrap.min.css">
<style>
.wrapper{
margin: 60px auto;
text-align: center;
}
h2{
margin-bottom: 1.25em;
}
#pagination-demo{
display: inline-block;
margin-bottom: 1.75em;
}
#pagination-demo li{
display: inline-block;
}
.page-content{
background: #eee;
display: inline-block;
padding: 10px;
width: 100%;
max-width: 660px;
}
</style>
</head>
<body>
<div class="wrapper">
<div class="container">
<div class="row">
<div class="col-sm-12">
<h2>jQuery Pagination Using Plugin - Websolutionstuff</h2>
<p>Simple pagination using the TWBS pagination JS library.</p>
<ul id="pagination-demo" class="pagination-sm"></ul>
</div>
</div>
<div id="page-content" class="page-content">Page 1</div>
</div>
</div>
</body>
</html>
<script src="https://code.jquery.com/jquery-3.6.1.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.0.0-alpha.6/js/bootstrap.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/twbs-pagination/1.4.1/jquery.twbsPagination.min.js"></script>
<script>
$(document).ready (function () {
$('#pagination-demo').twbsPagination({
totalPages: 16,
visiblePages: 6,
next: 'Next',
prev: 'Prev',
onPageClick: function (event, page) {
$('#page-content').text('Page ' + page) + ' content here';
}
});
});
</script>输出：
原文出处：https: //websolutionstuff.com/