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Geospatial Graphs Made Easy
With
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Luigi Dell’Aquila
Core Developer and Director of Consulting
OrientDB LTD
Twitter: @ldellaquila
http://www.orientdb.com
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Our goal
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Summary
•What is OrientDB
•OrientDB GeoSpatial API
•Importing Geo data (Java and/or Node.js)
•Querying Geo data (OrientDB Studio)
•Displaying Geo data (Angular2, Google Maps)
•Adding Relationships - graph data
•Graph + Spatial queries
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
What is OrientDB
•Multi-Model Database (Document, Graph and more)
•Tables Classes
•Extended SQL
•JOIN Physical Pointers
•Schema, No-Schema, Hybrid
•HTTP + Binary protocols
•Stand-alone or Embedded
•Distributed Multi-Master
•Apache 2 license
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Install
•http://www.orientdb.com/download/
•http://central.maven.org/maven2/com/
orientechnologies/orientdb-spatial/VERSION/
orientdb-spatial-VERSION-dist.jar
> cd orientdb-community/bin/
> ./server.sh
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
OrientDB GeoSpatial Classes
•OPoint
•OLine
•OPolygon
•OMultiPoint
•OMultiline
•OMultiPlygon
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Data Model
•POI (V)
•Natural (V)
•Person (V)
•FriendOf (E)
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
OrientDB GeoSpatial Functions
•ST_GeomFromText(text)
•ST_Equals(geom, geom)
•ST_Contains(geom, geom)
•ST_Disjoint(geom, geom)
•ST_Intersects(geom, geom)
•ST_Distance_Sphere(geom, geom)
•and more…
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Create the Schema
CREATE CLASS POI EXTENDS V
CREATE PROPERTY POI.location EMBEDDED OPoint
CREATE INDEX POI.location on POI(location) SPATIAL ENGINE LUCENE
CREATE CLASS Natural EXTENDS V
CREATE PROPERTY Natural.location EMBEDDED OPolygon
CREATE INDEX Natural.location on Natural(location) SPATIAL ENGINE LUCENE
CREATE CLASS Person EXTENDS V
CREATE PROPERTY Person.location EMBEDDED OPoint
CREATE CLASS FriendOf EXTENDS E
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Our Data Source (WKT)
WKT,osm_id,name,type
"POINT (14.4641804 50.0972109)",24569342,"Invalidovna, Metro B",station
"POINT (14.4739792 50.1036789)",24569358,"Palmovka, Metro B",station
"POINT (14.4921863 50.1062907)",24569412,"Českomoravská, Metro B",station
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Now let’s import data!
Let’s do it in Java
you can download some Geo files from
http://www.mapcruzin.com/free-italy-arcgis-maps-shapefiles.htm
and convert them to WKT using QGis (www.qgis.org)
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Maven Dependencies
<dependency>

<groupId>org.apache.commons</groupId>

<artifactId>commons-csv</artifactId>

<version>1.2</version>

</dependency>



<dependency>

<groupId>com.orientechnologies</groupId>

<artifactId>orientdb-graphdb</artifactId>

<version>2.2.13</version>

</dependency>
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Read from CSV
Reader reader = new FileReader("/path/to/poi_file.csv");

CSVParser parser = CSVFormat.DEFAULT.parse(reader);

Iterator<CSVRecord> iterator = parser.iterator();

iterator.next(); //discard the header




while(iterator.hasNext()){ //read each row

importRecord(iterator.next()); 

}


Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
OrientDB connection
Reader reader = new FileReader("/path/to/poi_file.csv");

CSVParser parser = CSVFormat.DEFAULT.parse(reader);

Iterator<CSVRecord> iterator = parser.iterator();

iterator.next(); //discard the header


OrientGraph graph =
new OrientGraph("remote:localhost/testdb", "admin", "admin");

while(iterator.hasNext()){ //read each row

importRecord(iterator.next(), graph);

}


graph.shutdown();
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
importRecord()
void importRecord(CSVRecord record, OrientGraph graph) {

String wkt = record.get(0);

String name = record.get(2);

String type = record.get(3);



graph.command(new OCommandSQL(

"insert into Natural " +

"set name = ?, type = ?, " +

"location = ST_GeomFromText(?)"))

.execute(name, type, wkt);

}
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Querying geo data
We are here:
(45.5031135, 9.1554415)
(lat, lon)
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Front-End!
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Clone the scaffolding
> git clone https://github.com/luigidellaquila/geospatial-demo
> cd geospatial-demo
> npm install
(it’s a clone of https://github.com/angular/quickstart)
> npm start
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Clone the scaffolding
> git clone https://github.com/luigidellaquila/geospatial-demo
> cd geospatial-demo
> npm install
(it’s a clone of https://github.com/angular/quickstart)
> npm start
> cd <orientdb-home>/www
> ln -s <quickstart-path>
> tsc -w
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
We need Google Maps
<script src=“https://maps.googleapis.com/maps/api/js?key=API_KEY"

async defer></script>
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Let’s display a map (app.html)
<div class=“container">

<div class="row">

<div class="col-md-12" id="map" style=“height:600px"></div>

</div>

</div>
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Draw the map
drawMap(){

var controller = this;

let mapProp = {

center: new google.maps.LatLng(40.399640, -3.8375544),

zoom: 16,

mapTypeId: google.maps.MapTypeId.ROADMAP

};



controller.map = new google.maps.Map(document.getElementById("map"), mapProp);

controller.map.addListener("click", function(point: any){

controller.zone.run(()=> {

controller.lat = point.latLng.lat();

controller.lon = point.latLng.lng();

});

});

}
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Create a Person
createPerson(): void{

var location = {

// the location object

}



var queryString = ””; // OrientDB statement



this.orient.command(
queryString,
(result) => { /* Success callback */ },
(error) => { /* Error callback */ }
);

}

Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Create a Person
createPerson(): void{

var location = {

"@class": "OPoint",

coordinates: [this.lon, this.lat]

}



var queryString = ””; // OrientDB statement



this.orient.command(
queryString,
(result) => { /* Success callback */ },
(error) => { /* Error callback */ }
);}

Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Create a Person
createPerson(): void{

var location = {

"@class": "OPoint",

coordinates: [this.lon, this.lat]

}



var queryString = `insert into Person 

set name = '${this.personName}', 

location = ${JSON.stringify(location)}`;



this.orient.command(
queryString,
(result) => { /* Success callback */ },
(error) => { /* Error callback */ }
);

}

Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Create a Person
createPerson(): void{

var location = {

"@class": "OPoint",

coordinates: [this.lon, this.lat]

}



var queryString = `insert into Person 

set name = '${this.personName}', 

location = ${JSON.stringify(location)}`;



this.orient.command(
queryString,
(res) => {

let body = res.json();

let person = body.result[0];

this.addPersonToMap(person)

},
(e) => { console.log(e) });

}

Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Add Person Vertex to Orient via REST API
command(statement: string, success: (data: any) => void, error: (err: any) => void): void{

var url = this.url + "sql/-/-1"


var headers = new Headers();

headers.append("Authorization", "Basic " + btoa(this.username+":"+this.password));



this.http.post( // HTTP POST

url, // the URL

JSON.stringify({

"command": statement // the SQL command

}),

{headers: headers} // the authentication data

).toPromise()

.then(success)

.catch(error);

}
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Add Person to the Map
addPersonToMap(personData:any){

let location = personData.location;

let coordinates = location.coordinates;

let controller = this;

let marker = new google.maps.Marker({

position: {lat:coordinates[1], lng:coordinates[0]},

map: this.map,

title: personData.name,

rid: personData["@rid"]

});

google.maps.event.addListener(marker, 'click', function() {

controller.onMarkerClick(marker);

});

}
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Add an edge between people
(FriendOf)
createEdge(from:any, to:any): void{

this.orient.command(

`create edge FriendOf from ${from.rid} to ${to.rid}`,

(x)=>{console.log(x)},

(x)=>{console.log(x)}

)

this.addEdgeBetweenMarkersToMap(from, to);

}
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Query the
Geospatial Graph
(DEMO)
Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016
Thank you!

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Geospatial Graphs made easy with OrientDB - Codemotion Milan 2016

  • 2. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Luigi Dell’Aquila Core Developer and Director of Consulting OrientDB LTD Twitter: @ldellaquila http://www.orientdb.com
  • 3. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Our goal
  • 4. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Summary •What is OrientDB •OrientDB GeoSpatial API •Importing Geo data (Java and/or Node.js) •Querying Geo data (OrientDB Studio) •Displaying Geo data (Angular2, Google Maps) •Adding Relationships - graph data •Graph + Spatial queries
  • 5. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 What is OrientDB •Multi-Model Database (Document, Graph and more) •Tables Classes •Extended SQL •JOIN Physical Pointers •Schema, No-Schema, Hybrid •HTTP + Binary protocols •Stand-alone or Embedded •Distributed Multi-Master •Apache 2 license
  • 6. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Install •http://www.orientdb.com/download/ •http://central.maven.org/maven2/com/ orientechnologies/orientdb-spatial/VERSION/ orientdb-spatial-VERSION-dist.jar > cd orientdb-community/bin/ > ./server.sh
  • 7. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 OrientDB GeoSpatial Classes •OPoint •OLine •OPolygon •OMultiPoint •OMultiline •OMultiPlygon
  • 8. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Data Model •POI (V) •Natural (V) •Person (V) •FriendOf (E)
  • 9. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 OrientDB GeoSpatial Functions •ST_GeomFromText(text) •ST_Equals(geom, geom) •ST_Contains(geom, geom) •ST_Disjoint(geom, geom) •ST_Intersects(geom, geom) •ST_Distance_Sphere(geom, geom) •and more…
  • 10. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Create the Schema CREATE CLASS POI EXTENDS V CREATE PROPERTY POI.location EMBEDDED OPoint CREATE INDEX POI.location on POI(location) SPATIAL ENGINE LUCENE CREATE CLASS Natural EXTENDS V CREATE PROPERTY Natural.location EMBEDDED OPolygon CREATE INDEX Natural.location on Natural(location) SPATIAL ENGINE LUCENE CREATE CLASS Person EXTENDS V CREATE PROPERTY Person.location EMBEDDED OPoint CREATE CLASS FriendOf EXTENDS E
  • 11. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Our Data Source (WKT) WKT,osm_id,name,type "POINT (14.4641804 50.0972109)",24569342,"Invalidovna, Metro B",station "POINT (14.4739792 50.1036789)",24569358,"Palmovka, Metro B",station "POINT (14.4921863 50.1062907)",24569412,"Českomoravská, Metro B",station
  • 12. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Now let’s import data! Let’s do it in Java you can download some Geo files from http://www.mapcruzin.com/free-italy-arcgis-maps-shapefiles.htm and convert them to WKT using QGis (www.qgis.org)
  • 13. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Maven Dependencies <dependency>
 <groupId>org.apache.commons</groupId>
 <artifactId>commons-csv</artifactId>
 <version>1.2</version>
 </dependency>
 
 <dependency>
 <groupId>com.orientechnologies</groupId>
 <artifactId>orientdb-graphdb</artifactId>
 <version>2.2.13</version>
 </dependency>
  • 14. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Read from CSV Reader reader = new FileReader("/path/to/poi_file.csv");
 CSVParser parser = CSVFormat.DEFAULT.parse(reader);
 Iterator<CSVRecord> iterator = parser.iterator();
 iterator.next(); //discard the header 
 
 while(iterator.hasNext()){ //read each row
 importRecord(iterator.next()); 
 } 

  • 15. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 OrientDB connection Reader reader = new FileReader("/path/to/poi_file.csv");
 CSVParser parser = CSVFormat.DEFAULT.parse(reader);
 Iterator<CSVRecord> iterator = parser.iterator();
 iterator.next(); //discard the header 
 OrientGraph graph = new OrientGraph("remote:localhost/testdb", "admin", "admin");
 while(iterator.hasNext()){ //read each row
 importRecord(iterator.next(), graph);
 } 
 graph.shutdown();
  • 16. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 importRecord() void importRecord(CSVRecord record, OrientGraph graph) {
 String wkt = record.get(0);
 String name = record.get(2);
 String type = record.get(3);
 
 graph.command(new OCommandSQL(
 "insert into Natural " +
 "set name = ?, type = ?, " +
 "location = ST_GeomFromText(?)"))
 .execute(name, type, wkt);
 }
  • 17. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Querying geo data We are here: (45.5031135, 9.1554415) (lat, lon)
  • 18. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Front-End!
  • 19. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Clone the scaffolding > git clone https://github.com/luigidellaquila/geospatial-demo > cd geospatial-demo > npm install (it’s a clone of https://github.com/angular/quickstart) > npm start
  • 20. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Clone the scaffolding > git clone https://github.com/luigidellaquila/geospatial-demo > cd geospatial-demo > npm install (it’s a clone of https://github.com/angular/quickstart) > npm start > cd <orientdb-home>/www > ln -s <quickstart-path> > tsc -w
  • 21. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 We need Google Maps <script src=“https://maps.googleapis.com/maps/api/js?key=API_KEY"
 async defer></script>
  • 22. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Let’s display a map (app.html) <div class=“container">
 <div class="row">
 <div class="col-md-12" id="map" style=“height:600px"></div>
 </div>
 </div>
  • 23. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Draw the map drawMap(){
 var controller = this;
 let mapProp = {
 center: new google.maps.LatLng(40.399640, -3.8375544),
 zoom: 16,
 mapTypeId: google.maps.MapTypeId.ROADMAP
 };
 
 controller.map = new google.maps.Map(document.getElementById("map"), mapProp);
 controller.map.addListener("click", function(point: any){
 controller.zone.run(()=> {
 controller.lat = point.latLng.lat();
 controller.lon = point.latLng.lng();
 });
 });
 }
  • 24. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Create a Person createPerson(): void{
 var location = {
 // the location object
 }
 
 var queryString = ””; // OrientDB statement
 
 this.orient.command( queryString, (result) => { /* Success callback */ }, (error) => { /* Error callback */ } );
 }

  • 25. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Create a Person createPerson(): void{
 var location = {
 "@class": "OPoint",
 coordinates: [this.lon, this.lat]
 }
 
 var queryString = ””; // OrientDB statement
 
 this.orient.command( queryString, (result) => { /* Success callback */ }, (error) => { /* Error callback */ } );}

  • 26. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Create a Person createPerson(): void{
 var location = {
 "@class": "OPoint",
 coordinates: [this.lon, this.lat]
 }
 
 var queryString = `insert into Person 
 set name = '${this.personName}', 
 location = ${JSON.stringify(location)}`;
 
 this.orient.command( queryString, (result) => { /* Success callback */ }, (error) => { /* Error callback */ } );
 }

  • 27. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Create a Person createPerson(): void{
 var location = {
 "@class": "OPoint",
 coordinates: [this.lon, this.lat]
 }
 
 var queryString = `insert into Person 
 set name = '${this.personName}', 
 location = ${JSON.stringify(location)}`;
 
 this.orient.command( queryString, (res) => {
 let body = res.json();
 let person = body.result[0];
 this.addPersonToMap(person)
 }, (e) => { console.log(e) });
 }

  • 28. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Add Person Vertex to Orient via REST API command(statement: string, success: (data: any) => void, error: (err: any) => void): void{
 var url = this.url + "sql/-/-1" 
 var headers = new Headers();
 headers.append("Authorization", "Basic " + btoa(this.username+":"+this.password));
 
 this.http.post( // HTTP POST
 url, // the URL
 JSON.stringify({
 "command": statement // the SQL command
 }),
 {headers: headers} // the authentication data
 ).toPromise()
 .then(success)
 .catch(error);
 }
  • 29. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Add Person to the Map addPersonToMap(personData:any){
 let location = personData.location;
 let coordinates = location.coordinates;
 let controller = this;
 let marker = new google.maps.Marker({
 position: {lat:coordinates[1], lng:coordinates[0]},
 map: this.map,
 title: personData.name,
 rid: personData["@rid"]
 });
 google.maps.event.addListener(marker, 'click', function() {
 controller.onMarkerClick(marker);
 });
 }
  • 30. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Add an edge between people (FriendOf) createEdge(from:any, to:any): void{
 this.orient.command(
 `create edge FriendOf from ${from.rid} to ${to.rid}`,
 (x)=>{console.log(x)},
 (x)=>{console.log(x)}
 )
 this.addEdgeBetweenMarkersToMap(from, to);
 }
  • 31. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Query the Geospatial Graph (DEMO)
  • 32. Luigi Dell’Aquila @ldellaquila Milan - Nov 25-26 2016 Thank you!