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The Latest Data Engineering Topics

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Microservices in Practice: Deployment Shouldn't Be an Afterthought
Follow this article to learn more about the set of cloud-native abstractors in Ballerina’s built-in Kubernetes support for Microservices your deployment.
July 6, 2020
by Lakmal Warusawithana
· 13,790 Views · 10 Likes
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How to Check if A List Contains a Value in Clojure
This article goes over four different methods for determining whether a list has a specific value using Clojure.
July 6, 2020
by Yuri Mednikov
· 13,661 Views · 1 Like
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Old vs New: Approaches in Managing PostgreSQL Schemas
This article will present two different ways of managing a PostgreSQL schema. One is the classic way, using the Postgres shell and psql, the other one is a newer, more visual approach.
July 6, 2020
by Rafaelo Condret
· 10,506 Views · 1 Like
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Practical Microservices Development Patterns: Sync vs. Async
Let’s look at some of the best practices in microservice architecture in regards to communication, and implementation approaches using Ballerina programming language.
July 6, 2020
by Anjana Fernando
· 9,815 Views · 7 Likes
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AWS Auto Scaling With Hazelcast
In this blog post, I explain how to set up a Hazelcast cluster using the AWS EC2 Auto Scaling mechanism.
July 6, 2020
by Rafał Leszko
· 5,721 Views · 1 Like
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Sharing Data from Child to Parent in Angular 8 Using @viewchild
Struggling to understand Angular's bidirectional data-flow? See this easy-to-follow tutorial to understand how to share data from a child to parent component.
July 6, 2020
by Siddharth Gajbhiye
· 7,925 Views · 3 Likes
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Strategies in C to Avoid Common Buffer Overflow Errors
How can you avoid common buffer overflow errors in C? Check out this strategy to prevent future vulnerabilities and ensure better security.
July 6, 2020
by Thiago Nascimento DZone Core CORE
· 13,504 Views · 1 Like
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JFrog Artifactory vs AWS CodeArtifact: Promotion Pipelines
You can't promote artifacts without metadata and a set of repositories per environment. Pick your artifact service accordingly.
July 6, 2020
by Baruch Sadogursky
· 4,978 Views · 1 Like
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SVG-Path Animation in React Native
Program Statement: Designing mesmerizing, interactive timeline for the user’s weight loss journey. For the past few months, we are working on a health app that helps users in their weight loss journey. Here we call it more of a Wellness Journey. This app keeps track of your weight, your inches, water intake, and of course your calories. We are creating a platform that acts as a personal assistant in their journey. Lately, our users have been asking us for a feature in the app where they can view their entire journey i.e what was their weight when they started, and how things progressed along the weeks, their major achievements (things like the 1st pound lost, after a month and so on….). So we decided to give it a go. Read along to see what we came up with. Solution: After brainstorming with UX designer, UI designer, and fellow developers, and discussing multiple approaches from a simple listing to complex timelines we finally settled on the one which had maximum opportunity for micro-interactions, animation, and user engagement. The idea was to show the weight loss journey to a user, quite symbolic of the journey on the road which can have milestones in between based on the achievements the user has attained. A path that will be laid out in front of the user and then will be filled accordingly to the point where the user has reached a particular point in the duration of the program. Below is the final implementation of the feature in our app. I am only going to cover the animating path in this blog and other animation and interaction in the next one. Step 1 Drawing leader line Leader Line is the centerline (dotted line in the above video) which is equidistant from the inner and outer contour line. This is the simplest part of this animation. We have to draw a series of connected horizontal lines and semicircles. The above illustration explains how we draw in SVG. You can read more about SVG paths here. The negative sign in horizontal lines means we want our lines drawn from right to left. Arcs in SVG require extra attention. Arcs accept parameters as 'RX', 'ry', 'x-axis rotation', 'large arc flag', 'sweep flag', 'finalX', 'finalY'. As we are drawing a semicircle, we don’t need an 'x-axis rotation flag' and 'large arc flag'. 'Sweep flag' determines which side we want to draw. 1 means the positive side and 0 mean the negative side. To know more about SVG arc check this link. Java x 27 1 export function getPath(month, line) { 2 let fullPath = 'M90 100'; 3 const forwardLine = 'l${line.width} 0'; 4 const backwardLine = 'l${-line.width} 0'; 5 const leftCurve = 'a${line.radius} ${line.radius} 0 0 0 0 ${line.radius * 2}'; 6 const rightCurve = 'a${line.radius} ${line.radius} 0 0 1 0 ${ 7 line.radius * 2 8 }'; 9 10 for (let i = 0; i < month; ++i) { 11 if (i % 2 == 0) { 12 fullPath += '${forwardLine} ${rightCurve}'; 13 } else { 14 fullPath += '${backwardLine} ${leftCurve}'; 15 } 16 } 17 18 return fullPath; 19 } 20 . 21 . App.js 22 . 23 this.granularity = 5;this.leaderLineProperty = { 24 lineWidth: width - 180, 25 radius: 50, 26 }; 27 this.path = PathHelper.getPath(this.month, PathHelper.LeaderPathProperty); From the above line of code, we have our leader line ready. Step 2 For this step, I want you to stop and have a look at the animation video above. Our ultimate goal is to animate the path. For smooth animation, we have to break down into smaller segments and then attach them piece by piece. To divide the leader line into smaller chunks we will use the SVG-path-properties library. Java xxxxxxxxxx 1 40 1 // path is our leader line svg, totalDays is the no of segments we have divided our lines into radius is distance between leader line and outer, inner line 2 getPathProperty(path, totalDays, radius) { 3 const pathProperty = new svgPathProperties(path); 4 const pathSegmentArray = []; 5 6 let { 7 x: 8 previousX, y:previousY 9 } = pathProperty.getPropertiesAtLength(0); 10 11 for (let i = 1; i <= totalDays; ++i) { 12 const leaderSegment = (i / totalDays) * 13 pathProperty.getTotalLength(); 14 15 const{ x:lx, y:ly 16 } =pathProperty.getPropertiesAtLength(leaderSegment); 17 18 const diffX = lx - previousX; 19 const diffY = ly - previousY; 20 previousX = lx; 21 previousY = ly; 22 23 const angleForOuterContourLine = Math.atan2(diffY, diffX); 24 const angleForInnerContourLine = Math.PI - 25 angleForOuterContourLine; 26 27 const ox = lx + radius * Math.sin(angleForOuterContourLine); 28 const oy = ly - radius * Math.cos(angleForOuterContourLine); 29 const ix = lx - radius * Math.sin(angleForInnerContourLine); 30 const iy = ly - radius * Math.cos(angleForInnerContourLine); 31 32 const point = { 33 outer: {x: ox, y:oy }, 34 leader:{x: lx, y:ly }, 35 inner: {x: ix, y:iy }, 36 }; pathSegmentArray.push(point); 37 } 38 39 return pathSegmentArray; 40 } Suppose the height of the road is 20pt. Then to make a close path from a single line we need an outer and inner line having 10 points distance from the leader line each. In the above lines of codes, we get points for the leader line directly. Now we have to calculate the same for the inner and outer line. Another point of significance that I would like to mention here is that we just can’t subtract or add 10 to the leader lines to get our outer and the inner path without considering direction. Just like vectors, we will also use direction here and for this, we will use our old friend ‘Trigonometry’. We will get two points on the leader line and find the angle between the line formed by the last two points and the x-axis. If you have two points, (x0, y0) and (x1, y1), then the angle of the line joining them (relative to the X-axis) is given by: theta = atan2((y1 – y0), (x1 – x0)) We know tanθ = Perpendicular / Base = (Difference in height)/(Difference in width). We can calculate θ by using the formula for the tan inverse. After calculating angle we calculate x and y position as: Δx = radius * sin(θ) Δy = radius * cos(θ) Step 3 Now since we have coordinates for the inner and outer path, we need to translate them into a closed SVG path to form our road. Here D3 library comes to our rescue. We use the d3-shapes’ “area” method to get our path. Java xxxxxxxxxx 1 45 1 // progress is a no. between 0 to totalDays and 'pathSegment' is an object containing our inner and outer path segmentsexport const calculateProgressArea = (progress, pathSegment) => { 2 const forwardArray = []; 3 const backwardArray = []; 4 5 let point = pathSegment[0]; 6 forwardArray.push(point.outer); 7 backwardArray.push(point.inner); 8 9 for (let i = 1; i < progress; ++i) { 10 point = pathSegment[i]; 11 forwardArray.push(point.outer); 12 backwardArray.push(point.inner); 13 } 14 15 backwardArray.reverse(); 16 const allPoint = [...forwardArray, ...backwardArray, forwardArray[0]]; 17 18 const area = d3 19 .area() 20 .x1((x) => { 21 return x.x; 22 }) 23 .y1((y) => { 24 return y.y; 25 }) 26 .y0(allPoint[0].y) 27 .x0(allPoint[0].x); 28 29 return area(allPoint); 30 };. 31 . In App.js 32 .this.area = PathHelper.calculateProgressArea( 33 this.totalDays, 34 this.pathSegmentArray, 35 );. 36 . In render function 37 . 38 45 Please note that I am appending the Inner path point at the end of the Outer path point. Step 4 Till now we have only laid down the solid block of the path. Now we have to animate the path as well. As I said earlier, for animating the path we will render pieces after pieces. By pieces, I meant we will take a small subset from the outer and inner path segment array and convert it into a path and render it. Java xxxxxxxxxx 1 15 1 addAnimationListener = () => { 2 this.state.animation.addListener(({value}) => { 3 const progress = value * this.totalDays; 4 const path = PathHelper.calculateProgressArea( 5 progress, 6 this.pathSegmentArray, 7 ); 8 9 if (this.progressPath) { 10 this.progressPath.setNativeProps({ 11 d: path, 12 }); 13 } 14 }); 15 }; Final output:-
Updated July 6, 2020
by Nitish Prasad
· 9,913 Views · 1 Like
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Extract Information From PDF Invoice
In this writing, I will explain the way I used to parse PDF invoice files using regex and PDFBox
Updated July 6, 2020
by Tho Luong
· 9,284 Views · 3 Likes
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How to Monitor MySQL Deployments With Prometheus and Grafana at ScaleGrid
In this article, see how to monitor MySQL deployments with Prometheus and Grafana at ScaleGrid.
Updated July 6, 2020
by Swaroop Jagadeesh
· 24,318 Views · 5 Likes
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High-Performance Real-Time Processing With Snowflake
Until recently, the standard solution to capture, analyze, and store data in near real-time involved using the Hadoop toolset. See a simpler solution here.
July 6, 2020
by John Ryan
· 6,998 Views · 3 Likes
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Google Calendar Integration with Ruby on Rails Development
Integrate your Ruby on Rails application with the Google Calendar API and add tasks. Follow these steps during ROR development to integrate Google Calendar.
July 2, 2020
by Shardul Bhatt
· 11,825 Views · 4 Likes
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OAuth API Testing With JMeter
This article talks about how to test OAuth API's using JMeter 5.1. There are two major steps involved in OAuth testing. Find out more!
July 2, 2020
by Bhaskar Gara
· 17,913 Views · 2 Likes
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A Review of Graph Databases
There are many ideas and considerations behind graph databases. This includes their use cases, advantages, and the trends behind this database model.
July 2, 2020
by Jamie Liu
· 141,325 Views · 7 Likes
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Spring Cloud Stream: A Brief Guide
Learn how to create a Spring Cloud Stream app that works with a messaging service.
July 2, 2020
by Andrew Hughes
· 13,701 Views · 3 Likes
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How to Use EFS With AWS Lambda
How to utilize the old/new feature with Lambda to empower your Serverless application/architecture.
July 1, 2020
by Mohamed Latfalla
· 9,159 Views · 2 Likes
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How to Scale Out Milvus — Vector Similarity Search Engine
This article will briefly introduce components of the Mishards architecture.
July 1, 2020
by Jun Gu
· 8,416 Views · 5 Likes
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Recurrent Neural Networks (RNN): Deep Learning for Sequential Data
In this article, take a look at RNN vs autoregressive models see the vanishing gradient problem, see long-short term memory models, and more!
July 1, 2020
by Kevin Vu
· 11,492 Views · 6 Likes
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Simple Text Summarizer Using Extractive Method
In this article, we will build a text summarizer with an extracted method that is super easy to build and very reliable when it comes to results.
July 1, 2020
by Pushkara Sharma
· 7,363 Views · 4 Likes
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