Developer Blog

Tipps und Tricks für Entwickler und IT-Interessierte

D3.js | Cookbook

Basic Tasks

Create Container

const svg = d3
	.select('#playground')
	.append('svg')
	.attr('width', width + margin.left + margin.right)
	.attr('height', height + margin.top + margin.bottom)
	.append('g')
	.attr('transform',
	      'translate(' + margin.left + ',' + margin.top + ')');

Axes: Create

const x = d3Scale.scaleLinear().domain([0, 100]).range([0, width]);
const y = d3Scale.scaleLinear().domain([0, 100]).range([height, 0]);

const xAxis = d3Axis.axisBottom(x).tickFormat(d3.timeFormat(
const yAxis = d3Axis.axisLeft(y).ticks(10);

Axes

Format

var axisTimeFormat = d3.time.format.multi([
    ["
    ["
    [
    [
    [
    [
    [
    [
 ]);

var xAxis = d3.svg.axis()
    .scale(x)
    .orient("bottom")
    .tickFormat(axisTimeFormat);

Installation

$ npm install -save d3
                    d3-scale
                    d3-array
                    d3-shape
                    d3-interpolate
                    d3-color
                    d3-time-format
                    d3-ease
                    d3-transition
                    d3-selection
                    d3-time
                    d3-path
                    d3-dispatch
                    d3-format
                    d3-timer
                    d3-drag
                    d3-geo
                    d3-brush
                    d3-dsv
                    d3-random

ClojureScript | Cookbook

UI: Common tasks

Loading spinner

index.html

<head>
	....
	<link href="lib/bootstrap/4.4.1/css/bootstrap.min.css" rel="stylesheet" type="text/css">
	<link href="lib/css/style.css" rel="stylesheet" type="text/css">
</head>

<body>
	<div id="app">
		<div class="d-flex justify-content-center">
			<div class="loader"></div>
		</div>
	</div>
	<script src="lib/jquery/3.4.1/jquery.min.js" type="text/javascript"></script>
	<script src="lib/bootstrap/4.4.1/js/bootstrap.bundle.min.js" type="text/javascript"></script>
	....

lib/css/style.css

.loader {
	position: fixed;
	z-index: 999;
	overflow: visible;
	margin: auto;

	border: 16px solid #f3f3f3;
	border-radius: 50%;
	border-top: 16px solid blue;

	width: 120px; height: 120px;
	top: 0; left: 0; bottom: 0; right: 0;

	-webkit-animation: spin 2s linear infinite;
	/* Safari */
	animation: spin 2s linear infinite;
}

/* Transparent Overlay */
.loader:before {
	content: '';
	display: block;
	position: fixed;
	top: 0; left: 0;
	width: 100%;
	height: 100%;
}

/* Safari */
@-webkit-keyframes spin {
	0%   { -webkit-transform: rotate(0deg); }
	100% { -webkit-transform: rotate(360deg); }
}

@keyframes spin {
	0%   { transform: rotate(0deg);  }
	100% { transform: rotate(360deg);}
}

Rendering

How to render content

(r/render-component [content]
  (.querySelector js/document "#app"))
(r/render-component [content])
  (.-body js/document)
(defn ^:export run []
  (r/render [simple-example]
  (js/document.getElementById "app"))
(defn home-page []
  [:div
    [:h2 "Homepage!"]])

;; -------------------------
;; Initialize app

(defn mount-root []
  (reagent/render [home-page] (.getElementById js/document "app")))

(defn init! []
  (mount-root))

Render several html tags as one

(defn content-row
    ""
    [col1 col2 col3]
    [:<>
        [:div.grid-item col1]
        [:div.grid-item col2]
        [:div.grid-item col3]])
rxjs

rxjs | Cookbook

Informations

NGRX – Reactive State for Angular

Original Post is here. Github repo has the code snippets at choopage’s GitHub repo.

Recipes


Chaining of observable

The below snippet would return 0, 1, 2, 3…, n until it is stopped. It would be returned at every 2 sec. See reference here.

import { Observable } <strong>from 'rxjs/Rx';

let obs = Observable.<em>interval</em>(2000);
let req = obs
    .flatMap(v => { return Observable.of(v) })
    .subscribe(
        v   => console.log(v),
        err => console.error(err),
        ()  => console.log(<strong>'done'</strong>)
    );

Response transformer

The below would return undefined at every 2 sec interval.

import { Observable } from 'rxjs/Rx';

let obs = Observable.interval(2000);

obs
    .let(responseTransformer)
    .subscribe(
        v  => console.log(v),
        err=> console.error(err)
    );

responseTransformer(input: Observable<any>) {
    return input.map(v => v.data);
}

Using RxJS composition over base class extension

export class MyAPI {
    constructor(private http: Http) {
    }

    get(url: string, options: any) {
        return this.http.get(url, options).let(responseTransformer);
    }
}

responseTransformer(input: Observable<any>) {
    return input.map(v => v.data);
}

Higher Order Observable

We create higher order observable using .map.

const numObservable = Rx.Observable.interval(1000).take(4);
const higherOrderObservable = numObservable.map(x => Rx.Observable.of(1, 2));

higherOrderObservable.subscribe(<br>x => x.subscribe(y => console.log(y)));

Further use of higher order observable

usingHigherOrderObservable() {
    Observable
        .interval(1000)
        .groupBy(n => n
}

Flatten a higher order observable with RxJS switch

const numObservable = Rx.Observable.interval(1000).take(2);
const higherOrderObservable = numObservable.map(x => Rx.Observable.of(1, 2)).switch();

/* 
------+--------+---------
       \        \
        1,2      1,2
        
        switch
        
------1-2-------1-2-------

Switch map flattens the higher order observable
*/

higherOrderObservable.subscribe(x => console.log(x));

switchMap: map and flatten higher order observables

const clickObservable = Rx.Observable.fromEvent(document, 'click');

function performRequest() {
  return fetch('<a href="http://jsonplaceholder.typicode.com/users/1'" target="_blank" rel="noreferrer noopener">http://jsonplaceholder.typicode.com/users/1'</a>)
  .then(res =>; res.json());
  //this returns a Promise
}
//Observabl<Event> --> Observable<Response><br>const responseObservable = clickObservable<br>  .switchMap(click => performRequest());//switchMap can convert Promise to Observable<br>//switchMap = map .... + ... switchresponseObservable.subscribe(x => console.log(x.email));

Use groupBy in real RxJS applications

See reference here.

const busObservable = Rx.Observable.of(
  {code: 'en-us', value: '-TEST-'},
  {code: 'en-us', value: 'hello'},
  {code: 'es', value: '-TEST-'},
  {code: 'en-us', value: 'amazing'},
  {code: 'pt-br', value: '-TEST-'},
  {code: 'pt-br', value: 'olá'},
  {code: 'es', value: 'hola'},
  {code: 'es', value: 'mundo'},
  {code: 'en-us', value: 'world'},
  {code: 'pt-br', value: 'mundo'},
  {code: 'es', value: 'asombroso'},
  {code: 'pt-br', value: 'maravilhoso'}
).concatMap(x => Rx.Observable.of(x).delay(500));const all = busObservable
  .groupBy(obj => obj.code);
  .mergeMap(innerObs => innerObs.skip(1).map(obj => obj.value));//Alternatively could using filter and map
/*
const enUS = busObservable
  .filter(obj => obj.code === 'en-us')
  .map(obj => obj.value);const es = busObservable
  .filter(obj => obj.code === 'es')
  .map(obj => obj.value);const all = Rx.Observable.merge(enUS, es);
*/all.subscribe(x => console.log(x));

Using .map versus .switchMap

The below code snippet we can view the result of using .map versus .switchMap

//user.service.ts
import { Injectable } from '@angular/core';
import { Http } from '@angular/http';
import { Observable } from "rxjs";
import 'rxjs/add/operator/map';
import 'rxjs/add/operator/do';
import 'rxjs/add/operator/switchMap';
import 'rxjs/add/operator/filter';
import 'rxjs/add/operator/catch';
import 'rxjs/add/operator/debounceTime';
import 'rxjs/add/operator/distinctUntilChanged';

@Injectable()
export class UserService {

  constructor(private http: Http) { }

  getUsers(): Observable<any> {
    return this.http.get('http://jsonplaceholder.typicode.com/users')
        //.map(v => v.json());
        .switchMap(v => v.json());
  }

}
//app.component.ts
import { Component } from '@angular/core';
import { UserService } from "./user.service";

@Component({
  selector: 'app-root',
  templateUrl: './app.component.html',
  styleUrls: ['./app.component.css']
})
export class AppComponent {
  title = 'app works!';

  constructor(private userService: UserService) {

  }

  search(term: string) {
    this.userService.getUsers()
        .subscribe(v => console.log(v));

    /*
    //we can do this with .switchMap
    this.userService.getUsers()
        .subscribe(v => {if (v.email != "Sincere@april.biz") {
          console.log(v.email);
        }});
     */
  }
}

Solving the multiple Async Pipe in Angular ≥ 2.0.0 with share operator

Remember to import import "rxjs/add/operator/share"; See reference here.

squareData$: Observable<string> = Observable.range(0, 10)
        .map(x => x * x)
        .do(x => console.log(`CalculationResult: ${x}`)
        .toArray()
        .map(squares => squares.join(", "))
        .share();  // remove this line: console will log every result 3 times instead of 1

Managing Cold and Hot Observables using publish().refCount() which is similar to .share()

ngOnInit() {
    // in angular 2 and above component.ts file add these    this.coldObservable();
    this.hotObservable();
}
/*
* cold observable is like a recast of video
* */
coldObservable() {
    let incrementalObs = Observable.interval(1000).take(10).map(x => x + 1);
    incrementalObs.subscribe(val => console.log('a: ' + val));
    setTimeout(function() {
        incrementalObs.subscribe(val => console.log('      b: ' + val));
    }, 4500);
}


/*
* hot observable is like watching a live video
* */
hotObservable() {
    let incrementalObs = Observable.interval(1000).take(10).map(x => x + 1).publish().refCount(); //can also use .share()
    incrementalObs.subscribe(val => console.log('a: ' + val));
    setTimeout(function() {
        incrementalObs.subscribe(val => console.log('      b: ' + val));
    }, 4500);
}

Observables Array Operations with flatMap

Reference Rangle.io article.

getLoadList(): void {
  this.shareService
      .fetchLoad()
      .take(1)
      .filter(response => {
        if ( response.status === 200 ) {
          return true;
        } else if ( response.status === 304 ) {
          // do something more
          return false;
        } else {
          this.gotoErrorPage();
          return false;
        }
      })
      .flatMap(response => response.data.loads as Load[])
      .filter(obj => obj.content.contentGrade === 'x')
      .subscribe(
          val => console.log(val),
          err => {
            console.error(err);
          });
}

Error Handling


Error handling in RxJS

Some learning points from RxJS lesson videos. This repo is available in my GitHub repo.

import { Component, OnInit } from '@angular/core';

import { Observable } from 'rxjs/Observable';
import { Subject } from 'rxjs/Subject';
import { BehaviorSubject } from "rxjs/BehaviorSubject";

import 'rxjs/add/observable/bindCallback';
import 'rxjs/add/observable/bindNodeCallback';
import 'rxjs/add/observable/combineLatest';
import 'rxjs/add/observable/concat';
import 'rxjs/add/observable/defer';
import 'rxjs/add/observable/empty';
import 'rxjs/add/observable/forkJoin';
import 'rxjs/add/observable/from';
import 'rxjs/add/observable/fromEvent';
import 'rxjs/add/observable/fromEventPattern';
import 'rxjs/add/observable/fromPromise';
import 'rxjs/add/observable/generate';
import 'rxjs/add/observable/if';
import 'rxjs/add/observable/interval';
import 'rxjs/add/observable/merge';
import 'rxjs/add/observable/race';
import 'rxjs/add/observable/never';
import 'rxjs/add/observable/of';
import 'rxjs/add/observable/onErrorResumeNext';
import 'rxjs/add/observable/pairs';
import 'rxjs/add/observable/range';
import 'rxjs/add/observable/using';
import 'rxjs/add/observable/throw';
import 'rxjs/add/observable/timer';
import 'rxjs/add/observable/zip';
import 'rxjs/add/observable/dom/ajax';
import 'rxjs/add/observable/dom/webSocket';
import 'rxjs/add/operator/buffer';
import 'rxjs/add/operator/bufferCount';
import 'rxjs/add/operator/bufferTime';
import 'rxjs/add/operator/bufferToggle';
import 'rxjs/add/operator/bufferWhen';
import 'rxjs/add/operator/catch';
import 'rxjs/add/operator/combineAll';
import 'rxjs/add/operator/combineLatest';
import 'rxjs/add/operator/concat';
import 'rxjs/add/operator/concatAll';
import 'rxjs/add/operator/concatMap';
import 'rxjs/add/operator/concatMapTo';
import 'rxjs/add/operator/count';
import 'rxjs/add/operator/dematerialize';
import 'rxjs/add/operator/debounce';
import 'rxjs/add/operator/debounceTime';
import 'rxjs/add/operator/defaultIfEmpty';
import 'rxjs/add/operator/delay';
import 'rxjs/add/operator/delayWhen';
import 'rxjs/add/operator/distinct';
import 'rxjs/add/operator/distinctUntilChanged';
import 'rxjs/add/operator/distinctUntilKeyChanged';
import 'rxjs/add/operator/do';
import 'rxjs/add/operator/exhaust';
import 'rxjs/add/operator/exhaustMap';
import 'rxjs/add/operator/expand';
import 'rxjs/add/operator/elementAt';
import 'rxjs/add/operator/filter';
import 'rxjs/add/operator/finally';
import 'rxjs/add/operator/find';
import 'rxjs/add/operator/findIndex';
import 'rxjs/add/operator/first';
import 'rxjs/add/operator/groupBy';
import 'rxjs/add/operator/ignoreElements';
import 'rxjs/add/operator/isEmpty';
import 'rxjs/add/operator/audit';
import 'rxjs/add/operator/auditTime';
import 'rxjs/add/operator/last';
import 'rxjs/add/operator/let';
import 'rxjs/add/operator/every';
import 'rxjs/add/operator/map';
import 'rxjs/add/operator/mapTo';
import 'rxjs/add/operator/materialize';
import 'rxjs/add/operator/max';
import 'rxjs/add/operator/merge';
import 'rxjs/add/operator/mergeAll';
import 'rxjs/add/operator/mergeMap';
import 'rxjs/add/operator/mergeMapTo';
import 'rxjs/add/operator/mergeScan';
import 'rxjs/add/operator/min';
import 'rxjs/add/operator/multicast';
import 'rxjs/add/operator/observeOn';
import 'rxjs/add/operator/onErrorResumeNext';
import 'rxjs/add/operator/pairwise';
import 'rxjs/add/operator/partition';
import 'rxjs/add/operator/pluck';
import 'rxjs/add/operator/publish';
import 'rxjs/add/operator/publishBehavior';
import 'rxjs/add/operator/publishReplay';
import 'rxjs/add/operator/publishLast';
import 'rxjs/add/operator/race';
import 'rxjs/add/operator/reduce';
import 'rxjs/add/operator/repeat';
import 'rxjs/add/operator/repeatWhen';
import 'rxjs/add/operator/retry';
import 'rxjs/add/operator/retryWhen';
import 'rxjs/add/operator/sample';
import 'rxjs/add/operator/sampleTime';
import 'rxjs/add/operator/scan';
import 'rxjs/add/operator/sequenceEqual';
import 'rxjs/add/operator/share';
import 'rxjs/add/operator/single';
import 'rxjs/add/operator/skip';
import 'rxjs/add/operator/skipUntil';
import 'rxjs/add/operator/skipWhile';
import 'rxjs/add/operator/startWith';
import 'rxjs/add/operator/subscribeOn';
import 'rxjs/add/operator/switch';
import 'rxjs/add/operator/switchMap';
import 'rxjs/add/operator/switchMapTo';
import 'rxjs/add/operator/take';
import 'rxjs/add/operator/takeLast';
import 'rxjs/add/operator/takeUntil';
import 'rxjs/add/operator/takeWhile';
import 'rxjs/add/operator/throttle';
import 'rxjs/add/operator/throttleTime';
import 'rxjs/add/operator/timeInterval';
import 'rxjs/add/operator/timeout';
import 'rxjs/add/operator/timeoutWith';
import 'rxjs/add/operator/timestamp';
import 'rxjs/add/operator/toArray';
import 'rxjs/add/operator/toPromise';
import 'rxjs/add/operator/window';
import 'rxjs/add/operator/windowCount';
import 'rxjs/add/operator/windowTime';
import 'rxjs/add/operator/windowToggle';
import 'rxjs/add/operator/windowWhen';
import 'rxjs/add/operator/withLatestFrom';
import 'rxjs/add/operator/zip';
import 'rxjs/add/operator/zipAll';
@Component({
    selector: 'app-root',
    templateUrl: './app.component.html',
    styleUrls: [ './app.component.css' ]
})
export class AppComponent implements OnInit {
    title = 'app works!';
    obs = Observable.of(1, 2, 3, 4);

    ngOnInit() {
        this.howToHandleErrorV1();
        this.howToHandleErrorV2();
        this.howToUseRetry();
        this.mergeObservableAndThrowError();
        this.mergeObservableAndErrorResumeNext();
        this.mergeObservableAndErrorCatch();    
    }

    
    
    /*
     * This uses Catch for V1. This introduces Closure. It is effectively the same as V2.
     * */
    howToHandleErrorV1() {
        this.obs
            .map(x => {
                if ( x === 3 ) {
                    throw 'I hate threes'; // When it hitted error it actually unsubscribe itself at x === 3 of throw error
                }
                return x;
            })
            .catch(err => Observable.throw('Caught error here Observable.throw')) // continue go down the error path use Observable.throw
            .catch(err => Observable.of('Caught error here Observable.of')) // catch just use Observable.of
            .subscribe(
                x => console.log(x),
                err => console.error(err), // If not catch any where, the I hate threes errors will be propagated to here
                () => console.log('done completed')
            );
    }

    
    
    /*
     * There is a difference between V1 and V2. For V2 it is using onErrorResumeNext which
     * */
    howToHandleErrorV2() {
        let good = Observable.of('Caught error here Observable.of');

        this.obs
            .map(x => {
                if ( x === 3 ) {
                    throw 'I hate threes'; // When it hit error it actually unsubscribe itself at x === 3 of throw error
                }
                return x;
            })
            .onErrorResumeNext(good) // To catch just use Observable.of
            .subscribe(
                x => console.log(x),
                err => console.error(err), // If not catch any where, the I hate threes errors will be propagated to here
                () => console.log('done completed')
            );
    }

    
    
    /*
     * For this we use see it retries three times then console.error(err);
     * So retryWhen is for trying network connection websocket
     * */
    howToUseRetry() {
        this.obs
            .map(x => {
                if ( x === 3 ) {
                    throw 'I hate threes'; // When it hitted error it actually unsubscribe itself at x === 3 of throw error
                }
                return x;
            })
            .retry(3) // retry three times
            .retryWhen(err => err.delay(2000).take(3)) // similar but with 2 seconds delay and the error is not propagated.
            .retryWhen(err => err.delay(2000).take(3).concat(Observable.throw('bad'))) // this it would throw an error.
            .subscribe(
                x => console.log(x),
                err => console.error(err), // If not catch any where, the I hate threes errors will be propagated to here
                () => console.log('done completed')
            );
    }
/*
 * Using observable merge operator
 * */
mergeObservableAndThrowError() {
    let mergedObs = Observable.merge(
        this.obs, //1, 2, 3, 4
        Observable.throw('Stop Error'),
        Observable.from(this.array), //0, 1, 2, 3, 4, 5
        Observable.of(999) //999,
    );

    mergedObs.subscribe(
        val => console.log(val), //this should show 1, 2, 3, 4, Stop Error
        error => console.log(error),
        () => console.log("completed")
    );
}

/* Using observable onErrorResumeNext just like merge operator
 * */
mergeObservableAndErrorResumeNext() {
    let mergedObs = Observable.onErrorResumeNext(
        this.obs, //1, 2, 3, 4
        Observable.throw('Stop Error'),
        Observable.from(this.array), //0, 1, 2, 3, 4, 5
        Observable.of(999) //999,
    );

    mergedObs.subscribe(
        val => console.log(val), //this should show 1, 2, 3, 4, 0, 1, 2, 3, 4, 5, 999
        error => console.log(error),
        () => console.log("completed")
    );
}
/*
 * Using observable merge operator and catch
 * */
mergeObservableAndErrorCatch() {
    let mergedObs = Observable.merge(
        this.obs, //1, 2, 3, 4
        Observable.throw('Stop Error'),
        Observable.from(this.array), //0, 1, 2, 3, 4, 5
        Observable.of(999) //999,
    ).catch(e => {
        console.log(e);
        return Observable.of('catch error here');
    });

    mergedObs.subscribe(
        val => console.log(val), //this should show 1, 2, 3, 4, Stop Error, Catch Error Here
        error => console.log(error),
        () => console.log("completed")
    );
}
}

map vs flatMap in RxJS

Transform the items emitted by an Observable into Observables, then flatten the emissions from those into a single Observable. See my GitHub repo.

obs = Observable.of(1, 2, 3, 4);

ngOnInit() {
    this.usingMap();
    this.usingMapToMakeInnerObservable();
    this.usingMapAndMergeAll();
    this.usingFlatMap();
}usingMap() {
    this.obs
        .map(x => x * 2) // transform the input by multiple of 2
        .subscribe(
            x => console.log(x),
            err => console.error(err),
            () => console.log('done completed')
        );
}
usingMapToMakeInnerObservable() {
    this.obs
        .map(x => Observable.timer(500).map(() => x + 3)) // transform the input wrapping it with another observable and addition of 3
        //.map(x => Observable.timer(500).map((x) => x + 3)) // !!! REMEMBER Not the same as the immediate above
        .subscribe(
            x => console.log(x),
            err => console.error(err),
            () => console.log('done completed')
        );
}
// Map and Merge all is the same as just one FlatMap
usingMapAndMergeAll() {
    this.obs
        .map(x => Observable.timer(500).map(() => x + 3)) // transform the input wrapping it with another observable and addition of 3
        .mergeAll()
        .subscribe(
            x => console.log(x),
            err => console.error(err),
            () => console.log('done completed')
        );
}
// Flat map is the same as map then merge all
// transform the items emitted by an Observable into Observables, then flatten the emissions from those into a single Observable
usingFlatMap() {
    this.obs
        .flatMap(x => Observable.timer(500).map(() => x + 10)) // transform the input wrapping it with another observable and addition of 10
        .subscribe(
            x => console.log(x),
            err => console.error(err),
            () => console.log('done completed')
        );
}

Transforming pure Javascript array vs. Observable from array

See GitHub for source code

array = [0, 1, 2, 3, 4, 5];

ngOnInit() {
    this.setArrayToObservableThenTransform();
}/*
* This keeps creating new array. It is good that it creates new array of arr for immutability.
* But it's bad because there is clean up and resource intensive for mobile
* */
transformArray() {
    let result = this.array
        .filter(( x, i, arr ) => {
            console.log('filtering ' + x);
            console.log('is the source array ' + (arr === this.array));
            return x
        })
        .map(( x, i, arr ) => {
            console.log('mapping ' + x);
            console.log('is the source array ' + (arr === this.array));
            return x + '!';
        })
        .reduce(( r, x, i, arr ) => {
            console.log('reducing ' + x);
            return r + x;
        }, '--');

    console.log(result);
}

/*
* This is more efficient for resource management because it linearly scans and discard when not right
* */
setArrayToObservableThenTransform() {    let obsArray = Observable.from(this.array); // Use Observable.from() instead of Observable.of(). There is diff.    obsArray
        .filter(( x: any ) => {
            console.log('filtering ' + x);
            return x
        })
        .map(( x ) => {
            console.log('mapping ' + x);
            return x + '!';
        })
        .reduce(( r, x ) => {
            console.log('reducing ' + x);
            return r + x;
        }, '--')
        .subscribe(
            x => console.log(x)
        );
}

Using reduce and scan to aggregate RxJs data

See GitHub for source code

array = [0, 1, 2, 3, 4, 5];ngOnInit() {
    this.reduceArray();
    this.reduceObservableArray();
    this.reduceObservableArray_Abstract2();
    this.scanObservableArray();
}
/*
* This is the same as reduceObservableArray()
* */
reduceArray() {
    let result = this.array.reduce(
        (accumulator, currentValue) => accumulator + currentValue, 3
    ); // 3 is the init value.
    console.log('reduceArray ' + result); // output 18 => 3 + (0 ... 5)
}
/*
* This is the same as reduceArray()
* But this waits for all the arrays to finish emitting before reducing them to one single number
* See the next method to understand better
* */
reduceObservableArray() {
    let obsArray = Observable.from(this.array);
    obsArray.reduce(
        (accumulator, currentValue) => accumulator + currentValue, 3
    ).subscribe(
        val => console.log('reduceObservableArray ' + val)
    );
}
/*
* The exact same reduce function/method as of reduceObserableArray() above
* This proves that it waits for all 6 numbers to come in then reduce them
* */
reduceObservableArray_Abstract2() {
    let obsArray = Observable.interval(1000).take(6); //emits 6 times of 0, 1, 2, 3, 4, 5
    obsArray.reduce(
        (accumulator, currentValue) => accumulator + currentValue, 3
    ).subscribe(
        val => console.log('reduceObservableArray_Abstract2 ' + val)
    );
}
/*
* This is the same as the above reduceObserableArray_Abstract2()
* except this is using scan instead of reduce
* */
scanObservableArray() {
    let obsArray = Observable.interval(1000).take(6); //emits 6 times of 0, 1, 2, 3, 4, 5
    obsArray.scan(
        (accumulator, currentValue) => accumulator + currentValue, 3
    ).subscribe(
        val => console.log('scanObservableArray() ' + val)
    );
}

Create, next, and subscribe to Subject and BehaviorSubject

There is a Stack Overflow thread which discussed about the difference between Subject and BehaviorSubject. It’s worth understanding.

Also see my personal GitHub for source code.

app.component.ts

import { Subject } from 'rxjs/Subject';
import { BehaviorSubject } from "rxjs/BehaviorSubject";
// create subject
// there is no need for initial value
subject = new Subject<boolean>();

// create behaviorSubject which require initial value
// true is an initial value. if there is a subscription
// after this, it would get true value immediately
behaviorSubject = new BehaviorSubject<boolean>(true);
ngOnInit() {
    this.subject.next(false); /* Subject subscription wont get anything at this point before the subscribeSubject() */    this.subscribeSubject();
    this.subscribeBehaviorSubject();
}
/*
* Push the next val into the behavior subject
* */
nextSubject(val: boolean) {
    this.subject.next(val);
}

/*
* Any values push into the subject would not be can shown
* before this subscribeSubject() is called
* */
subscribeSubject() {
    this.subject
        //.take(1) //when we include .take(1) we will have a complete. Without this it will continue subscribing
        .subscribe(
            val => console.log(val),
            err => console.error(err),
            () => console.log('completed')
        );
}

/*
* This is the proper way to return a subject as observable
* */
getSubject(): Observable<boolean> {
    return this.subject.asObservable();
}

/*
 * Push the next val into the behavior subject
 * */
nextBehaviorSubject(val: boolean) {
    this.behaviorSubject.next(val);
}

/*
* For angular Behavior subject for a data service as a angular service often initializes
* before component and behavior subject ensures that the component consuming the
* service receives the last updated data even if there are no new
* updates since the component's subscription to this data.
* */
subscribeBehaviorSubject() {
    this.behaviorSubject
        // .first()
        .subscribe(
            val => console.log(val),
            err => console.error(err),
            () => console.log('completed')
        );
}

app.component.html

Subject:
<button (click)="nextSubject(true)">true</button>
<button (click)="nextSubject(false)">false</button>

<br>
BehaviorSubject:
<button (click)="nextBehaviorSubject(true)">true</button>
<button (click)="nextBehaviorSubject(false)">false</button>

Finally operator

usingFinallyOperator() {
    Observable
        .interval(500)
        .take(4)
        .finally(() => console.log('End of the observable, Hello World'))
        .subscribe(
            val => console.log('count taker ' + val)
        );
}

Stopping / Intercepting Observable

Imagine using Gmail where it allows you to undo email sent? We can produce similar experience with Observable

// subscription is created when an observable is being subscribed
subscription: Subscription;

// boolean variable for showing stop observable using takeWhile operator
isTrue: boolean = true;
/*
* basic interval can be used as delay too
* Imagine Gmail allows you to send and undo send within 4 seconds of sending
* Use Case: Perform an action 8 seconds later then intercept if user choose to undo the action
* */basicInterval() {
    let undoInSeconds: number = 8;
    this.subscription = Observable
            .interval(1000)
            .take(undoInSeconds)
            .takeWhile(() => this.isTrue)
            .subscribe(
                (val: number) => {
                    console.log(`${val + 1} seconds...         UNDO`);
                    ( val === (undoInSeconds - 1) ) ? console.log('Email sent / Action performed') : null;
                }
            );
}
/*
* This is to stop observable from continuing performance
* Use Case: Stop observable from running like how Gmail could undo email being sent
* */stopObservableUsingUnsubscribe() {
    if (!!this.subscription) {
        this.subscription.unsubscribe();
        console.log('subscription: Subscription is unsubscribed');
    }
}

/*
* This is also to stop observable from continuing performance
* This method is more preferable than subscribing method then unsubscribe
 * Use Case: Stop observable from running like how Gmail could undo email being sent
* */stopObservableUsingTakeWhile() {
    this.isTrue = false;
}

Perform conditional Reactive Form validation

This is my approach to performing conditional validation when using Angular. We will minimally manipulate the Observable of RxJS in this example. Let’s try by creating or using app.component.ts.

1 . Create a form that has two form controls reason and otherReason.

/* * Refer to angular official guide at https://angular.io/guide/reactive-forms on how to create reactive form with form controls * */createForm() {
    this.form = this.formBuilder.group({      reason: ['', Validators.required ],
      otherReason: [''],    });
}

2 . Create two methods addValidator and removeValidator.

/*  * For conditional form validation use  * */
private addValidator( control: AbstractControl, newValidator ){
    let existingValidators = control.validator;
    control.setValidators(Validators.compose([ existingValidators, newValidator ]));
    control.updateValueAndValidity();
}

/*  * For conditional form validation use  * */
private removeValidator( control: AbstractControl ){
    control.clearValidators();
    control.updateValueAndValidity();
}

3 . Create third method called conditionalFormValidation.

conditionalFormValidation( parentField, childField, matchValue = 'Others' )
{
    this.form
        .get(parentField)
        .valueChanges
        .forEach(( value: string ) => {
            const childFieldControl: AbstractControl = this.form.get(childField);
            if ( value === matchValue ) {
                this.addValidator(childFieldControl, Validators.required);
            } else {
                this.removeValidator(childFieldControl);
            }
        });
}

4 . Create or add to ngOnInit method

ngOnInit() {    
    this.createForm();
    this.conditionalFormValidation('reason', 'otherReason');
}

The outcome should illustrate that if we select ‘Others’ option in the dropdown list of reason, it should make otherReason form control field as required.

Drop-down selection for reason e.g. reason for absent from work
On selecting Others, the conditional form validation would make otherReason field turn into a required field

Perform manual operations after reading from Firebase database

When using AngularFire2 with Angular + Firebase, in getting a list of data from Firebase, we will get one observable instance but within that one observable is an array of N size. We can manually filter the array inside that one observable instance using arr.filter. It is different from RxJS .filter operator. Of course we can also flatten what is inside an array using .flatMap() operator. However, we’re going use JavaScript array filtering, instead of non-observable filtering, right after getting an observable object.

this.db.list(`/review`)
       .map(arr => arr.filter(item => item.rating > 3));

We can also reverse an array using JavaScript array reverse function. See reference. On a side note, using negative timestamp to reverse Firebase display is also another option.

this.db.list('/review')
       .map(arr => { return arr.reverse(); });

Besides those above, we can also use the response returned from AngularFire2 to perform “local filter/search”. This result can be valuable for autocomplete filtered list or searches. However, this approach below suffers severely in performance issue where at the magnitude of the size of the returned response from AngularFire2. E.g. if the list has N items. It has to iterate at least 1N. Perhaps an average of 2N.

getFilteredClientList(searchQuery: string): Observable<Client[]> {
    let query = searchQuery.trim().toLowerCase();

    return this.db.list(`/client`)
      .map((arr: Client[]) => {
        return arr.filter((item: Client) => {
          return item.email.toLowerCase().indexOf(query) === 0
            || item.given_name.toLowerCase().indexOf(query) === 0
            || item.family_name.toLowerCase().indexOf(query) === 0
        });
      });
  }

VS Code | Cookbook

Extensions

Copy installed extensions to another VS Code

code --list-extensions | xargs -I {} code_insiders --install-extension {}

Formatting

{
	"singleQuote": true,
	"trailingComma": "all",
	"tabWidth": 4,
	"semi": true
}

settings.json

"editor.formatOnSave": true,
"editor.tabCompletion": "on",
"files.exclude": {
	"resources": true,
	"package-lock.json": true,
	".editorconfig": true,
	"node_modules": true,
	"src/environments": true
}

Ionic | Cookbook

Routing and Navigation

Basic Angular Router configuration

Create a routing module that is ‘visible’ to all components in your app

With Angular CLI

ng generate module app-routing

With Ionic

ionic start my-app blank --type=angular

Match URL paths to Pages/Components

app-routing.modules.ts

const routes: Routes = [
    { path: '', redirectTo: '/home', pathMatch: 'full' },
    { path: '**', redirectTo: '/home', pathMatch: 'full' },
    { path: 'home',  loadChildren: './home/home.module#HomePageModule'    },
    { path: 'list',  loadChildren: './list/list.module#ListPageModule'    },
    { path: 'about', loadChildren: './about/about.module#AboutPageModule' }
]

Update routing module imports and exports

app-routing.modules.ts

imports { RouterModule, Routes } from '@angular/routes';
@NgModule({
    imports: [RouterModule.forRoot(routes)],
    exports: [RouterModule]
})

Do not forget to import the routing module to you main app module

app.module

import { AppRoutingModule } from './app-routing.module';
imports:[
    AppRoutingModule
]

Add a router-outlet to indicate where the pages will be rendered

app.component.html

<router-outlet></router-outlet>

Basics

src/app/app-routing.module.ts

const routes: Routes = [
   { path: 'hello', component: HelloPage }
];

app.component.html

<router-outlet></router-outlet>
  // Regular Route
  { path: 'eager', component: MyComponent },

  // Lazy Loaded Route (Page)
  { path: 'lazy', loadChildren: './lazy/lazy.module#LazyPageModule' },

    // Redirect
  { path: 'here', redirectTo: 'there', pathMatch: 'full' }
];
<ion-button href="/hello">Hello</ion-button>
<a routerLink="/hello">Hello</a>
<a [routerLink]="['/product',product.id]"></a>

Navigate Programmatically

import { Component } from '@angular/core';
import { Router } from '@angular/router';

@Component({ ... })
export class HomePage {
  constructor(private router: Router) {}

  go() {
    this.router.navigateByUrl('/animals');
  }
}

Navigate to Dynamic URLS

const routes: Routes = [
  // Regular Route
  { path: 'items/:id', component: MyComponent },
];
<ion-button href="/items/abc">ABC</ion-button>
<ion-button href="/items/xyz">XYZ</ion-button>

Passing parameter

Passing parameter with state service

export class ComponentA {
   constructor(private stateService: StateService) {}
   goToComponentB(): void {
        this.stateService.data = {...};
        this.router.navigate(['/b']);
    }
}
export class ComponentB implements OnInit {
    constructor(private stateService: StateService) {}
    ngOnInit(): void {
        this.data = this.stateService.data;
        this.stateService.data = undefined;
    }
}

Passing parameter in link

export class ComponentA {
   constructor(private router: Router) {}
   
   goToComponentB(): void {
      this.router.navigate(['/b'], {state: {data: {...}}});
   }
}
go() {
   this.router.navigate(['../list'], { relativeTo: this.route });
}

Passing parameter in routerlink directive

<a [routerLink]=”/b” [state]=”{ data: {...}}”>Go to B</a>

Extracting the data

The state property was added to Navigation which is available through Router.getCurrentNavigation().extras.state.

Problem is that getCurrentNavigation returns Navigation only during the navigation and returns null after the navigation ended. So the Navigationis no longer available in Component’s B onInit lifecycle hook. We need to read the data from browser’s history object:

history.state.data

Extract Data from Routes with ActivatedRoute

When working with dynamic data, you need to extract the params from the URL.

For example, you might want to read from the database when the user navigates to /items/:id, using the ID from the route to make a query.

Angular has an ActivatedRoute service that allows us to grab information from the current route as a plain object or Observable.

import { Component, OnInit } from '@angular/core';
import { ActivatedRoute } from '@angular/router';

@Component({ ... })
export class ProfileComponent implements OnInit {

  id: string;

  constructor(private route: ActivatedRoute) {}

  ngOnInit() {
    this.id = this.route.snapshot.paramMap.get('id');
  }
}

Or if we need to react to changes, we can subscribe to an Observable.

ngOnInit() {
   this.route.paramMap.subscribe(params => {
      this.products.forEach((p: Product) => {
        if (p.id == params.id) {
          this.product = p;
        }
      });
    });
}
ngOnInit() {
   this.products.forEach((p: Product) => {
      if (p.id == this.route.snapshot.params.id) {
         this.product = p;
      }
   });
}

Migrate from Ionic X to Ionic 4 Routing

Set Root

<ion-button href="/support" routerDirection="root">

or in class

this.navCtrl.navigateRoot('/support');

Push

<ion-button href="/products/12" routerDirection="forward">
this.navCtrl.navigateForward('/products/12');

Pop

<ion-button href="/products" routerDirection="backward">
<ion-back-button defaultHref="/products"></ion-back-button>

Navigate backwards programatically:

this.navCtrl.navigateBack('/products');

Routing in Tabs

{
  path: 'contact',
  outlet: 'modal',
  component: ContactModal
}
http://.../(modal:contact)

Lazy Loading

Code Snippets

// home.module.ts
@NgModule({
  imports: [
    IonicModule,
    RouterModule.forChild([{ path: '', component: HomePage }])
  ],
  declarations: [HomePage]
})
export class HomePageModule {}
// app.module.ts
@NgModule({
  declarations: [AppComponent],
  imports: [
    BrowserModule,
    IonicModule.forRoot(),
    RouterModule.forRoot([
      { path: 'home', loadChildren: './pages/home/home.module#HomePageModule' },
      { path: '', redirectTo: 'home', pathMatch: 'full' }
    ])
  ],
  bootstrap: [AppComponent]
})
export class AppModule {}

Code Snippet

app-routing.module.ts
const routes: Routes = [
  { path: 'about', loadChildren: './about/about.module#AboutPageModule' },
];
about/about.module.ts
const routes: Routes = [
  { path: '', component: AboutPage },
];

Using Guards

@Injectable({
  providedIn: 'root'
})
export class AuthGuard implements CanActivate {
  constructor(private router: Router) {}

  canActivate(
    next: ActivatedRouteSnapshot,
    state: RouterStateSnapshot
  ): boolean {

    const loggedIn = false; // replace with actual user auth checking logic

    if (!loggedIn) {
      this.router.navigate(['/']);
    }

    return loggedIn;
  }
}
const routes: Routes = [
  { path: 'special', component: SpecialPage, canActivate: [AuthGuard] },
];

Troubleshooting of Routing

Enable tracing

 @NgModule({
    imports: [
        RouterModule.forRoot(routes, 
            { enableTracing: true }
        )],
    exports: [RouterModule],
})
export class AppRoutingModule {}

Common Errors and mistakes

Placing global routing patterns at the front ot routing array

const routes: Routes = [
    { path: '', redirectTo: '/home', pathMatch: 'full' },
    { path: '**', redirectTo: '/home', pathMatch: 'full' },
    { path: 'home', component: HomePageComponent },

Finding the right path is a sequential process in search all entries in route[] and select the first with a matting path. So, in our wrong example, every path matches the common pattern ‘**’.

Solution: Put this matting pattenr at the end of the routes[] array

const routes: Routes = [
    { path: '', redirectTo: '/home', pathMatch: 'full' },
    { path: 'home', component: HomePageComponent },
    { path: '**', redirectTo: '/home', pathMatch: 'full' },

Storage

Configuration

import { IonicStorageModule } from '@ionic/storage';

@NgModule({
  declarations: [
    // ...
  ],
  imports: [
    BrowserModule,
    IonicModule.forRoot(MyApp),
    IonicStorageModule.forRoot()
  ],
  bootstrap: [IonicApp],
  entryComponents: [
    // ...
  ],
  providers: [
    // ...
  ]
})
export class AppModule {}
Finally, inject it into any of your components or pages:

import { Storage } from '@ionic/storage';

export class MyApp {
  constructor(private storage: Storage) {
      storage.set('name', 'Max');

      storage.get('age').then((val) => {
          console.log('Your age is',  val);
});
}
}

Code sample

class MyClass {
  constructor(public storage: Storage) {}

  async setData(key, value) {
    const res = await this.storage.set(key, value);
    console.log(res);
  }

  async getData(key) {
    const keyVal = await this.storage.get(key);
    console.log('Key is', keyVal);
  }
}

Storage with Capacitor

import { Plugins } from '@capacitor/core';

const { Storage } = Plugins;

async setObject() {
  await Storage.set({
    key: 'user',
    value: JSON.stringify({
      id: 1,
      name: 'Max'
    })
  });
}

async getObject() {
  const ret = await Storage.get({ key: 'user' });
  const user = JSON.parse(ret.value);
}

async setItem() {
  await Storage.set({
    key: 'name',
    value: 'Max'
  });
}

async getItem() {
  const value = await Storage.get({ key: 'name' });
  console.log('Got item: ', value);
}

async removeItem() {
  await Storage.remove({ key: 'name' });
}

async keys() {
  const keys = await Storage.keys();
  console.log('Got keys: ', keys);
}

async clear() {
  await Storage.clear();
}

Components

Alerts

Code Snippets

showAlert() {
  this.alertCtrl.create({
    message: "Hello There",
    subHeader: "I'm a subheader"
  }).then(alert => alert.present());
}

// Or using async/await

async showAlert() {
  const alert = await this.alertCtrl.create({
    message: "Hello There",
    subHeader: "I'm a subheader"
  });

  await alert.present();
}

Local Notifications

import { Plugins } from '@capacitor/core';
const { LocalNotifications } = Plugins;

LocalNotifications.schedule({
  notifications: [
    {
      title: "Title",
      body: "Body",
      id: 1,
      schedule: { at: new Date(Date.now() + 1000 * 5) },
      sound: null,
      attachments: null,
      actionTypeId: "",
      extra: null
    }
  ]
});

Custom Components

Create custom component

$ ionic generate component components/Sample
> ng generate component components/Sample
CREATE src/app/components/sample/sample.component.scss (0 bytes)
CREATE src/app/components/sample/sample.component.html (25 bytes)
CREATE src/app/components/sample/sample.component.spec.ts (628 bytes)
CREATE src/app/components/sample/sample.component.ts (270 bytes)
UPDATE src/app/components/components.module.ts (621 bytes)
[OK] Generated component!
$ ionic generate module components/Components --flat
> ng generate module components/Components --flat
CREATE src/app/components/components.module.ts (194 bytes)
[OK] Generated module!

Modify selector for component in app/components/sample/sample.component.ts

@Component({
    selector: 'c-sample',
    templateUrl: './c-sample.component.html',
    styleUrls: [ './c-sample.component.scss' ]
})

Rename files for component

cd src/app/components/sample
mv sample.component.html c-sample.component.scss
mv sample.component.html c-sample.component.html
mv sample.component.html c-sample.component.spec.ts
mv sample.component.html c-sample.component.ts

Export created component in app/components/components.module.ts

import { NgModule } from '@angular/core';
import { CommonModule } from '@angular/common';
import { IonicModule } from '@ionic/angular';

import { SampleComponent } from './sample/sample.component';

@NgModule({
    imports: [ CommonModule, IonicModule.forRoot(), ],
    declarations: [ SampleComponent ],
    exports: [ SampleComponent ],
    entryComponents: [],
})
export class ComponentsModule { }

Add page to display the component

$ ionic generate page pages/Sample
> ng generate page pages/Sample
CREATE src/app/pages/sample/sample.module.ts (543 bytes)
CREATE src/app/pages/sample/sample.page.scss (0 bytes)
CREATE src/app/pages/sample/sample.page.html (133 bytes)
CREATE src/app/pages/sample/sample.page.spec.ts (691 bytes)
CREATE src/app/pages/sample/sample.page.ts (256 bytes)
UPDATE src/app/app-routing.module.ts (539 bytes)
[OK] Generated page!

Add custom component to new page sample.page.html

<ion-content padding>
    <c-sample></c-sample>
</ion-content>

Register components module in sample.module.ts

import { NgModule, CUSTOM_ELEMENTS_SCHEMA } from '@angular/core';
import { CommonModule } from '@angular/common';
import { FormsModule } from '@angular/forms';
import { Routes, RouterModule } from '@angular/router';
import { IonicModule } from '@ionic/angular';

import { ComponentsModule } from 'src/app/components/components.module';
import { SamplePage } from './sample.page';

const routes: Routes = [ { path: '', component: SamplePage } ];

@NgModule({
    declarations: [SamplePage],
    imports: [
        CommonModule,  IonicModule,
        RouterModule.forChild(routes),
        ComponentsModule
    ],
    schemas: [CUSTOM_ELEMENTS_SCHEMA]
})
export class SamplePageModule {}

Check Routing in app-routing.modules.ts

const routes: Routes = [
  { path: '', redirectTo: 'home', pathMatch: 'full' },
  { path: 'home',   loadChildren: './pages/home/home.module#HomePageModule' },
  { path: 'list',   loadChildren: './pages/list/list.module#ListPageModule' },
  { path: 'sample', loadChildren: './pages/sample/sample.module#SamplePageModule' }
];

Add new page to sidemenu in app.components.ts

  public appPages = [
    { title: 'Home', url: '/home', icon: 'home' },
    { title: 'List', url: '/list', icon: 'list' },
    { title: 'Sample Component', url: '/sample', icon: 'list' }
  ];

Directives

Pipes

HTML Elements

Access HTML Element from Page Class

<div #box></div>
@ViewChild('box', {static: false}) el_box:ElementRef;
box: any;

constructor() {
    this.box = this.el_box.nativeElement;
}

Grabbing Ionic Components with ViewChild

Let’s imagine we have a HomePage component that looks like this and we want to close the menu when an item is clicked.

<ion-menu>
</ion-menu>

Our goal is to access the ion-menu from the TypeScript code so we can call its API methods, like open() and close().

import { Component, ViewChild } from '@angular/core';
import { Menu } from '@ionic/angular';

@Component(...)
export class HomePage {

  @ViewChild(Menu, {static: false})) menu: Menu;

  onDrag() {
    this.menu.close();
  }
}

Explanation:

{ static: false }

If you set static false, the component ALWAYS gets initialized after the view initialization in time for the ngAfterViewInit/ngAfterContentInit callback functions.

{ static: true}

If you set static true, the initialization will take place at the view initialization at ngOnInit

Shortcut: Use Template Variables

There’s actually a very convenient shortcut to using ViewChild in a component. We never have to leave the HTML by setting a template variable in Angular. In this example we reference the menu component with a hashtag and variable name #mymenu.

<ion-menu #mymenu>
  <ion-item (click)="mymenu.close()"></ion-item>

Grabbing Multiple Components with ViewChildren

You might also run into a situation where there are multiple components of the same type on the page, such as multiple FABs:

<ion-fab></ion-fab>
<ion-fab></ion-fab>
<ion-fab></ion-fab>

ViewChildren is almost the same, but it will grab all elements that match this component and return them as an Array.

import { Component, ViewChildren } from '@angular/core';
import { Fab } from '@ionic/angular';

@Component(...)
export class HomePage {

  @ViewChildren(Fab, {static: false})) fabs: Fab[];


  closeFirst() {
    this.fabs[0].close();
  }
}

Now that you know about ViewChild, you should have no problem accessing the API methods found on Ionic’s web components.

Loops in HTML Elements

<ul>
   <li *ngFor="let number of [0,1,2,3,4]">
      {{number}}
   </li>
</ul>
<ul>
  <li *ngFor='#key of [1,2]'>
    {{key}}
  </li>
</ul>
<ul>
  <li *ngFor='#val of "0123".split("")'>{{val}}</li>
</ul>
<ul>
  <li *ngFor='#val of counter(5) ;#i= index'>{{i}}</li>
</ul>

export class AppComponent {
  demoNumber = 5 ;

  counter = Array;

  numberReturn(length){
    return new Array(length);
  }
}

Display Array

<ion-grid class="board">
  <ion-row *ngFor="let r of [0,1,2]">
    <ion-col col-4 class="cell" *ngFor="let c of [0,1,2]" (click)="handle(c+r*3)">
            {{squares[c+r*3]}}
    </ion-col>
  </ion-row>
</ion-grid>

Add function to Button click

<ion-item (click)="onClick($event)">
onClick(ev: any){
	this.log('onClick', 'event=' + ev);
}

Change CSS class on click

Add handler to html element

<a class="btn" (click)='toggleClass($event)'>
    <ion-icon class="icon" name="bluetooth"></ion-icon>
</a>

Import Render2 in page.ts

import { Component, OnInit, Renderer2 } from '@angular/core';
...

constructor(private renderer: Renderer2) { }

Write handler to toggle class

toggleClass(event: any) {
    const classname = 'active';

    if (event.target.classList.contains(classname)) {
        this.renderer.removeClass(event.target, classname);
    } else {
        this.renderer.addClass(event.target, classname);
    }
}

Migrating to Ionic 4

Replace Http Module with HttpClient

Changes in app.module.ts

import { HttpClientModule } from '@angular/common/http';
@NgModule({
    declarations: [AppComponent],
    entryComponents: [],
    imports: [
        ...
        HttpClientModule
        ...
    ],

Changes in service.ts

import { Http } from '@angular/http';
import { HttpClient } from '@angular/common/http';
constructor(public http: Http) { }
constructor(public httpClient: HttpClient) { }

Troubleshooting

ERROR: Unexpected end of JSON input while parsing near

npm cache clean --force
npm install -g @angular/cli

Angular | Working with Projects

TL;DR

Live Demo or Source Code

Create base application

Main ideas comes from here: Combining Multiple Angular Applications into a Single One

Generate base app and workspace

In the following steps, we will create a main application and 2 sub-applications.

Each Sub-Application consists of 2 Views (Pages) and a common navigation bar.

As a result, we will get the following directory structure:

$ ng new workspace --routing --style scss
$ cd workspace

Create additional apps

$ ng generate application --routing app1 --style scss
$ ng generate application --routing app2 --style scss

Generate a component

For each application, we create the 3 components: View 1, View 2 and a NavBar.

  • The parameter --project defines the application, where we will add the component.
  • The Parameter --module defines the application module class, where we add the definition the the newly creates components, in this case app#/src/app/app.modules.ts
ng generate component components/view1 --project=app1 --module=app.module.ts
ng generate component components/view2 --project=app1 --module=app.module.ts
ng generate component components/nav   --project=app1 --module=app.module.ts

ng generate component components/view1 --project=app2 --module=app.module.ts
ng generate component components/view2 --project=app2 --module=app.module.ts
ng generate component components/nav   --project=app2 --module=app.module.ts

ng generate component components/nav

Customize Components: Main App

Edit src/app/app.module.ts

import { BrowserModule } from '@angular/platform-browser';
import { NgModule } from '@angular/core';

import { AppRoutingModule } from './app-routing.module';
import { AppComponent } from './app.component';

import { App1SharedModule } from 'projects/app1/src/app/app.shared.module';
import { App2SharedModule } from 'projects/app2/src/app/app.shared.module';
import { NavComponent } from './components/nav/nav.component';

@NgModule({
    declarations: [AppComponent, NavComponent],
    imports: [
        BrowserModule,
        AppRoutingModule,
        App1SharedModule.forRoot(),
        App2SharedModule.forRoot()
    ],
    providers: [],
    bootstrap: [AppComponent]
})
export class AppModule {}

Edit src/app/app-routing.module.ts

import { NgModule } from '@angular/core';
import { Routes, RouterModule } from '@angular/router';

import { App1SharedModule } from 'projects/app1/src/app/app.shared.module';
import { App2SharedModule } from 'projects/app2/src/app/app.shared.module';

const routes: Routes = [
    { path: 'app1', component: App1SharedModule },
    { path: 'app2', component: App2SharedModule },
    { path: '**', redirectTo: 'app1/view1' }
];

@NgModule({
    imports: [
        RouterModule.forRoot(routes),
        App1SharedModule.forRoot(),
        App2SharedModule.forRoot()
    ],
    exports: [RouterModule]
})
export class AppRoutingModule {}

Edit src/app/app.component.ts

export class AppComponent {
    title = 'base-app';
}

Replace src/app/app.component.html

The main app page consists of two areas:

  • the header part with the welcome text, an image and the navigation bar to the 2 apps
  • the application part, depending of the selected application
<div style="text-align:center">
    <h1>Welcome to {{ title | uppercase }}</h1>
    <img width="300" alt="Angular Logo"
        src="https://upload.wikimedia.org/wikipedia/commons/c/cf/Angular_full_color_logo.svg">
</div>

<app-nav></app-nav>
<hr />
<router-outlet></router-outlet>

Replace src/app/components/nav/nav.component.html

<div style="text-align:center">
    <a routerLink="/app1">App 1</a> | <a routerLink="/app2">App 2</a>
</div>

Customize Components: App1

Edit projects/app1/src/app/app.module.ts

import { View1Component } from './components/view1/view1.component';
import { View2Component } from './components/view2/view2.component';
import { NavComponent }   from './components/nav/nav.component';

@NgModule({
    declarations: [AppComponent, View1Component, View2Component, NavComponent],
    ...

Edit projects/app1/src/app/app-routing.module.ts

import { View1Component } from './components/view1/view1.component';
import { View2Component } from './components/view2/view2.component';

const routes: Routes = [
        { path: 'app1/view1', component: View1Component },
        { path: 'app1/view2', component: View2Component },
        { path: 'app1', redirectTo: 'app1/view1' }
    ];

Create projects/app1/src/app/app.shared.module.ts

import { NgModule, ModuleWithProviders } from '@angular/core';
import { AppModule } from './app.module';

const providers = [];

@NgModule({})
export class App1SharedModule {
    static forRoot(): ModuleWithProviders {
        return {
            ngModule: AppModule,
            providers
        };
    }
}

Replace projects/app1/src/app/app.component.html

<router-outlet></router-outlet>

Replace projects/app1/src/app/components/nav/nav.component.html

<a routerLink="/app1/view1">View 1</a> | <a routerLink="/app1/view2">View 2</a>

Add to projects/app1/src/app/components/view2/view2.component.ts

export class View1Component implements OnInit {
    title = 'App1: View 1';
    ...

Replace projects/app1/src/app/components/view1/view1.component.html

<app-nav></app-nav>
<p>{{ title }}</p>

Replace projects/app1/src/app/components/view2/view2.component.html

<app-nav></app-nav>
<p>{{ title }}</p>

Customize Components: App2

Do the same as for App1, but replace every App1 with App2and every app1 with app2

Bootstrap | Coobook

Layout and Positioning

From here.

Now that Bootstrap 4 is flexbox by default, vertical alignment gets a little easier. In general, there are 3 different approaches to vertical alignment…

  1. Auto-margins
  2. Flexbox utilities
  3. Display utilities along with the Vertical Align utilities.

At first, the “Vertical Align” utilities would seem an obvious choice, but these only work with inline and table display elements. Consider the following vertical alignment options and scenarios.

In general, there are 2 types of vertical alignment scenarios you’ll encounter…

  1. vertical centering within a parent container.
  2. or, vertical centering relative to adjacent elements.

1. Vertical Center Using Auto Margins

One way to vertically center is to use my-auto. This will center the element within it’s flexbox container (The Bootstrap 4 .row is display:flex). For example, h-100 makes the row full height, and my-auto will vertically center the col-sm-12 column.

<div class="row h-100">
   <div class="col-sm-12 my-auto">
     <div class="card card-block w-25">Card</div>
   </div>
</div>

my-auto represents margins on the vertical y-axis, and is equivalent to:

margin-top: auto;
margin-bottom: auto;

Demo — Vertical Center Using Auto Margins

2. Vertical Center with Flexbox

Since the Bootstrap 4 .row class is now display:flex you can simply use the new align-self-center flexbox utility on any column to vertically center it:

<div class=”row”>
   <div class=”col-6 align-self-center”>
      <div class=”card card-block”>
      Center
      </div>
   </div>
   <div class=”col-6">
      <div class=”card card-inverse card-danger”>
      Taller
      </div>
   </div>
</div>

or, use align-items-center on the entire .row to vertically center align allcol-* (columns) in the row…

<div class=”row align-items-center”>
  <div class=”col-6”>
     <div class=”card card-block”>
     Center
     </div>
  </div>
  <div class=”col-6”>
     <div class=”card card-inverse card-danger”>
     Taller
     </div>
  </div>
</div>

Demo — Vertical Center Different Height Adjacent Columns

3. Vertical Center Using Display Utils

Bootstrap 4 has now has display utils that are used a wrapper for the CSS display propery such asdisplay:blockdisplay:inlinedisplay:table-cell, display:none, etc.. These can be used with the vertical alignment utilsto align inline, inline-block or table cell elements.

<div class="row h-50">
  <div class="col-sm-12 h-100 d-table">
    <div class="card card-block d-table-cell align-middle">
    I am groot
    </div>
  </div>
</div>

Demo — Vertical Center Using Display Utils

More Vertical Center Examples

Bootstrap 4 Vertical Center in Equal Height Cards
Bootstrap 4 Vertical Centering with Cards

Test-Driven Development with Python

Python | Test-Driven Development

  • Part 1: Create a TDD Python Project
  • Part 2: Use Jenkins to automatically test your App

Part 1: Create a TDD Python Project

Final source code is on Github.

Introduction

The task of creating an error free program is not easy. And, if your program runs free of errors, keeping it error-free after an update or change is even more complicated. You don’t want to insert new errors or change correct code with wrong parts.

The answer to this situation (directly from the Oracle of Delphi) is: Testing, Testing, Testing

And the best way to test is to start with tests.

This means: think about what the result should be and then create a Test that checks this. Imagine, you have to write a function for adding two values, and you should describe the functionality.

So, maybe, your description contains one or two examples:

My functions add’s two numbers, e.g 5 plus 7 is 12 (or at least should be 12 :))

The procedure with the TDD is:

  • think and define, what the function should to
  • write a stub for the function, e.g. only function parameters and return type
  • write a function, that tests you function with defines parameters and know result

For our example above, this means:

Write the python script with the desired functionality: src/main.py

def add(val1,val2):
    return 0 # this is only a dummy return value

Write the Python Testscript: tst/main.p

def_test_add():
    result = add(5,7)

    if (result = 12):
        print("everything fine")
    else:
        printf("ups, problems with base arithmetics")

Now, with these in your toolbox, you can always verify your code by running the tests.

$ python test_add.py
ups, problems with base arithmetics

dfdf

Setup virtual environment

Mostly, tests are repeated after every change. So, to be sure, that each test is running the same way and with the same environment, we will use pythons virtual environment feature to create a new fresh python environment for the tests.

Create virtual environment

$ python3 -m venv .env/python

Activate environment

Add the following line to .bashrc (or .envrc if you are using direnv)

$ . .env/python/bin/activate

Install required packages

$ pip install pytest

Create a sample Application

Prepare folder

Create folder for sources

$ mkdir src

Create sample package

$ mkdir src/CalculatorLib
$ touch src/CalculatorLib/__init__.py
$ touch src/CalculatorLib/Calculator.py

At least, create a simple Calculator: src/CalculatorLib/Calculator.py

class Calculator:
    def __init__(self):
        print("Init Calculator")

    def add(self, a, b):
        return a + b

    def subtract(self, a, b):
        return a - b

    def multiply(self, a, b):
        return a * b

    def divide(self, a, b):
        return a / b

    def power(self, base, exp):
        return base ** exp

Create the Main App for your Calculator: src/main.py

from CalculatorLib.Calculator import Calculator

class Main(object):

    def run(self):
        c = Calculator()

        print("5 + 3 =
        print("8 - 4 =
        print("5 * 3 =
        print("8 / 4 =

        print("8 ^ 4 =

if __name__ == '__main__':
    Main().run()

Yur done with the fist development step. Try your app:

$ python src/main.py
Init Calculator
5 + 3 =     8
8 - 4 =     4
5 * 3 =    15
8 / 4 =     2
8 ^ 4 =  4096

Add Unit Tests

We will start with our first test. Create folder for tests and a file tst/main.py

$ mkdir tst
$ touch tst/main.py

Use the following for your test script tst/main.py

from CalculatorLib.Calculator import Calculator
import unittest

class CalculatorTest(unittest.TestCase):

    @classmethod
    def setUpClass(self):
        self.c = Calculator()

    def test_add(self):
        self.assertEqual(8, self.c.add(5, 3))

    def test_subtract(self):
        self.assertEqual(4, self.c.subtract(8, 4))

    def test_multiply(self):
        self.assertEqual(32, self.c.multiply(8, 4))

    def test_divide(self):
        self.assertEqual(2, self.c.divide(8, 4))
            
    def test_power(self):
        self.assertEqual(16, self.c.power(2, 4))
                                    
if __name__ == '__main__':
    unittest.main()

Finally try your test script:

$ PYTHONPATH=./src python -m pytest tst/main.py  --verbose
================================= test session starts ================================
platform darwin -- Python 3.7.4, pytest-4.4.1, py-1.8.0, pluggy-0.9.0 -- <Testproject_Python-Calculator/.env/python/bin/python>
cachedir: .pytest_cache
rootdir: <Testproject_Python-Calculator>
plugins: cov-2.6.1
collected 5 items

tst/main.py::CalculatorTest::test_add PASSED             [ 20%]
tst/main.py::CalculatorTest::test_divide PASSED          [ 40%]
tst/main.py::CalculatorTest::test_multiply PASSED        [ 60%]
tst/main.py::CalculatorTest::test_power PASSED           [ 80%]
tst/main.py::CalculatorTest::test_subtract PASSED        [100%]

The command to run the test is python -m pytest tst/main.py, but why the lead Variable PYTHONPATH?

Try it without:

$ python -m pytest tst/main.py
=================================== test session starts ==================================
platform darwin -- Python 3.7.4, pytest-4.4.1, py-1.8.0, pluggy-0.9.0 -- ##/Testproject_Python-Calculator/.env/python/bin/python
cachedir: .pytest_cache
rootdir: ##/Testproject_Python-Calculator
plugins: cov-2.6.1
collected 0 items / 1 errors

========================================= ERRORS =========================================
____________________________________ ERROR collecting tst/main.py ________________________
ImportError while importing test module '##/Testproject_Python-Calculator/tst/main.py'.
Hint: make sure your test modules/packages have valid Python names.
Traceback:
tst/main.py:2: in <module>
    from CalculatorLib.Calculator import Calculator
E   ModuleNotFoundError: No module named 'CalculatorLib'
!!!!!!!!!!!!!!!!!!!!!!!!! Interrupted: 1 errors during collection !!!!!!!!!!!!!!!!!!!!!!!!
================================== 1 error in 1.84 secon==================================

Recognize the ModuleNotFoundError in line 16! This means, that Python could not find the desired CalculatorLib.

Look at your folder structure:

$ tree .
.
├── src
│   ├── CalculatorLib
│   │   ├── Calculator.py
│   │   ├── init__.py
│   └── main.py
└── tst
    └── main.py

.

In your Testscript, we import the CalculatorLib whit this statement:

from CalculatorLib.Calculator import Calculator

Python is interpreting this in the following way:

  • Look in the folder of the test script for a subfolder with the name CalculatorLib
  • There, look for a file Calculator.py
  • And in this file, use the class Calculator

Obviously, the folder CalculatorLib is NOT in the same folder as the test script: it is part of the src folder.

So, using the environment variable PYTHONPATH, we inform python where to search python scripts and folders.

Add additional functionality

Add a function at the end of your Calculator: src/CalculatorLib/Calculator.py

    ....
    def factorial(self, n):
        return 0

Add a call of the new function to your main app: src/main.py

    ...
    def run(self):
        ...
        print("4!    =



Add a test for the new function to your test script: tst/main.py

    ...
    def test_factorial(self):
        self.assertEqual(24, self.c.factorial(4))

Try it:

$ python src/main.py
Init Calculator
5 + 3 =     8
8 - 4 =     4
5 * 3 =    15
8 / 4 =     2
8 ^ 4 =  4096
$ PYTHONPATH=./src python -m pytest tst/main.py
==================================== test session starts =====================================
platform darwin -- Python 3.7.4, pytest-4.4.1, py-1.8.0, pluggy-0.9.0
rootdir: ##/Testproject_Python-Calculator
plugins: cov-2.6.1
collected 6 items

tst/main.py ..F...                                                                      [100%]

========================================== FAILURES ==========================================
_______________________________ CalculatorTest.test_factorial ________________________________

self = <main.CalculatorTest testMethod=test_factorial>

    def test_factorial(self):
>       self.assertEqual(24, self.c.factorial(4))
E       AssertionError: 24 != 0

tst/main.py:31: AssertionError
============================= 1 failed, 5 passed in 0.14 seconds =============================

Test failed, was we expect it.

Now, implement the function correctly and startover the test:

Add a function at the end of your Calculator: src/CalculatorLib/Calculator.py

import math

class Calculator:
    ...
    def factorial(self, n):
       if not n >= 0:
            raise ValueError("n must be >= 0")

        if math.floor(n) != n:
            raise ValueError("n must be exact integer")

        if n+1 == n:  # catch a value like 1e300
            raise OverflowError("n too large")

        result, factor = 1, 2
        
        while factor <= n:
            result *= factor
            factor += 1

        return result
$ PYTHONPATH=./src python -m pytest tst/main.py  --verbose
==================================== test session starts =====================================
platform darwin -- Python 3.7.4, pytest-4.4.1, py-1.8.0, pluggy-0.9.0 -- ##/Testproject_Python-Calculator/.env/python/bin/python
cachedir: .pytest_cache
rootdir: ##/Testproject_Python-Calculator
plugins: cov-2.6.1
collected 6 items

tst/main.py::CalculatorTest::test_add PASSED                                             [ 16%]
tst/main.py::CalculatorTest::test_divide PASSED                                          [ 33%]
tst/main.py::CalculatorTest::test_factorial PASSED                                       [ 50%]
tst/main.py::CalculatorTest::test_multiply PASSED                                        [ 66%]
tst/main.py::CalculatorTest::test_power PASSED                                           [ 83%]
tst/main.py::CalculatorTest::test_subtract PASSED                                        [100%]

================================== 6 passed in 0.01 seconds ==================================

Testing Frameworks

https://wiki.python.org/moin/PythonTestingToolsTaxonomy

Unit testing framework

import unittest

class TestStringMethods(unittest.TestCase):

    def test_upper(self):
        self.assertEqual('foo'.upper(), 'FOO')

    def test_isupper(self):
        self.assertTrue('FOO'.isupper())
        self.assertFalse('Foo'.isupper())

    def test_split(self):
        s = 'hello world'
        self.assertEqual(s.split(), ['hello', 'world'])
        
        with self.assertRaises(TypeError):
            s.split(2)

if __name__ == '__main__':
    unittest.main()

pytest – helps you write better programms

# content of test_sample.py
def inc(x):
    return x + 1

def test_answer():
    assert inc(3) == 5
$ pytest

nose – is nicer testing for python

def test_numbers_3_4():
    assert multiply(3,4) == 12 
 
def test_strings_a_3():
    assert multiply('a',3) == 'aaa

Python BDD Pattern

class MangoUseCase(TestCase):
  def setUp(self):
    self.user = 'placeholder'

  @mango.given('I am logged-in')
  def test_profile(self):
    self.given.profile = 'profile'
    self.given.photo = 'photo'

    self.given.notifications = 3
    self.given.notifications_unread = 1

    @mango.when('I click profile')
    def when_click_profile():
      print('click')

      @mango.then('I see profile')
      def then_profile():
        self.assertEqual(self.given.profile, 'profile')

      @mango.then('I see my photo')
        def then_photo():
          self.assertEqual(self.given.photo, 'photo')

radsh is not just another BDD tool …THE ROOT FROM RED TO GREEN

from radish import given, when, then

@given("I have the numbers {number1:g} and {number2:g}")
def have_numbers(step, number1, number2):
    step.context.number1 = number1
    step.context.number2 = number2

@when("I sum them")
def sum_numbers(step):
    step.context.result = step.context.number1 + \
        step.context.number2

@then("I expect the result to be {result:g}")
def expect_result(step, result):
    assert step.context.result == result

doctest

"""
The example module supplies one function, factorial().  For example,

>>> factorial(5)
120
"""

def factorial(n):
    """Return the factorial of n, an exact integer >= 0.

    >>> [factorial(n) for n in range(6)]
    [1, 1, 2, 6, 24, 120]
    >>> factorial(30)
    265252859812191058636308480000000
    >>> factorial(-1)
    Traceback (most recent call last):
        ...
    ValueError: n must be >= 0

    Factorials of floats are OK, but the float must be an exact integer:
    >>> factorial(30.1)
    Traceback (most recent call last):
        ...
    ValueError: n must be exact integer
    >>> factorial(30.0)
    265252859812191058636308480000000

    It must also not be ridiculously large:
    >>> factorial(1e100)
    Traceback (most recent call last):
        ...
    OverflowError: n too large
    """

    import math
    if not n >= 0:
        raise ValueError("n must be >= 0")
    if math.floor(n) != n:
        raise ValueError("n must be exact integer")
    if n+1 == n:  # catch a value like 1e300
        raise OverflowError("n too large")
    result = 1
    factor = 2
    while factor <= n:
        result *= factor
        factor += 1
    return result

if __name__ == "__main__":
    import doctest
    doctest.testmod()

Sample Session with Test Frameworks

$ py.test -v
========================================================= test session starts ==========================================================
platform darwin -- Python 3.7.3, pytest-4.3.1, py-1.8.0, pluggy-0.9.0 -- /CLOUD/Development.Anaconda/anaconda3/bin/python
cachedir: .pytest_cache
rootdir: /CLOUD/Development.Python/Repositories.FromGithub/repositories/python-toolbox/Working-with-TDD/app, inifile:
plugins: remotedata-0.3.1, openfiles-0.3.2, doctestplus-0.3.0, arraydiff-0.3
collected 4 items

test_base.py::test_should_pass PASSED                                                                                            [ 25%]
test_base.py::test_should_raise_error PASSED                                                                                     [ 50%]
test_base.py::test_check_if_true_is_true PASSED                                                                                  [ 75%]
test_base.py::test_check_if_inc_works PASSED
$ nosetests -v
test_base.test_should_pass ... ok
test_base.test_should_raise_error ... ok
test_base.test_check_if_true_is_true ... ok
test_base.test_check_if_inc_works ... ok

----------------------------------------------------------------------
Ran 4 tests in 0.001s

OK

Links and additional information

http://pythontesting.net/

https://www.xenonstack.com/blog/test-driven-development-big-data/

https://realpython.com/python-testing/

Flask | Cookbook

Installation

$ pip install flask
$ flask --version
Python 3.7.3
Flask 1.1.1
Werkzeug 0.15.5

Creating a App

Create base python script app.py

from flask import Flask

app = Flask(__name__)

@app.route('/')
def example():
   return '{"name":"Bob"}'

if __name__ == '__main__':
    app.run()

Start Flask

flask run
 * Environment: production
   WARNING: This is a development server. Do not use it in a production deployment.
   Use a production WSGI server instead.
 * Debug mode: off
 * Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
127.0.0.1 - - [01/Aug/2019 12:19:00] "GET / HTTP/1.1" 200 -
127.0.0.1 - - [01/Aug/2019 12:19:00] "GET /favicon.ico HTTP/1.1" 404 -

Apache Zeppelin | Getting Started

First Steps with Zeppelin

Zeppelin and MySQL

Create a new Interpreter

Create a new interpreter

or confgure existing mysql interpreter

Configure Mysql Interpreter

Under artifact, add absoulte path of mysql-connector-java-8.0.19.jar.

Add/modify properties for

default.user

default.password

Prepare MySQL Database

Create a database user spark with password spark

Create a database spark wirth all permissions to user spark

Add demo values

Test Mysql Conection

Create a new notebook with mysql interpreter

Write sample code

select * from spark.demo;

Installation

Install with Docker

docker run -p 8080:8080 — rm — name zeppelin apache/zeppelin:0.8.1

Set docker volume options to persist notebooks and logs like

docker run -p 8080:8080 — rm -v $PWD/logs:/logs -v $PWD/notebook:/notebook -e ZEPPELIN_LOG_DIR=’/logs’ -e ZEPPELIN_NOTEBOOK_DIR=’/notebook’ — name zeppelin apache/zeppelin:0.8.1

Install in a vagrant box

Setup base Vagrant Box

vagrant init ubuntu/trusty64
vagrant up
vagrant ssh

Update Operating System

sudo apt-get update -y
sudo apt-get upgrade -y

Install the Vagrant Key

The only way that all the vagrant commands will be able to communicate over ssh from the host machine to the guest server is if the guest server has this “insecure vagrant key” installed. It’s called “insecure” because essentially everyone has this same key and anyone can hack into everyone’s vagrant box if you use it.

mkdir -p /home/vagrant/.ssh
chmod 0700 /home/vagrant/.ssh
wget --no-check-certificate \
    https://raw.github.com/mitchellh/vagrant/master/keys/vagrant.pub \
    -O /home/vagrant/.ssh/authorized_keys
chmod 0600 /home/vagrant/.ssh/authorized_keys
chown -R vagrant /home/vagrant/.ssh

Install Zeppelin and required Software

Detailed description can be found here.

sudo apt-get install -y gcc build-essential linux-headers-server
sudo apt-get install git
sudo apt-get install openjdk-7-jdk
sudo apt-get install npm
sudo apt-get install libfontconfig
sudo apt-get install r-base-dev
sudo apt-get install r-cran-evaluate
git clone https://github.com/apache/zeppelin.git
sudo apt-get -y install maven
mvn clean package -DskipTests -Pspark-2.0 -Phadoop-2.4 -Pr -Pscala-2.11

Configure Zeppelin