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Biometric Backend in Java/Spring

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biometric-backend

Biometric Backend

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Architecture

Deployment

Helm

Kubernetes

see https://github.com/ObrienlabsDev/biometric-backend/tree/main/biometric-nbi/src/kubernetes

URLS

Screenshot 2026-09-07 at 18 54 47

The following script runs both the mysql and biometric-nbi springboot containers

kubernetes % ./deploy.sh
(venv-t214) michaelobrien@mbp8 kubernetes % kubectl get pods -n mysql                                    
NAME                    READY   STATUS    RESTARTS   AGE
mysql-9fbfc4867-bj4gz   1/1     Running   0          5m39s
(venv-t214) michaelobrien@mbp8 kubernetes % kubectl get services -n mysql                                
NAME    TYPE        CLUSTER-IP   EXTERNAL-IP   PORT(S)    AGE
mysql   ClusterIP   None         <none>        3306/TCP   31m
(venv-t214) michaelobrien@mbp8 kubernetes % kubectl exec -it mysql-9fbfc4867-bj4gz -n mysql  -- /bin/bash
bash-5.1# mysql -p

mysql> CREATE DATABASE IF NOT EXISTS biometric;
Query OK, 1 row affected (0.01 sec)

mysql> show databases;
+--------------------+
| Database           |
+--------------------+
| biometric          |
| information_schema |
| mysql              |
| performance_schema |
| sys                |
+--------------------+
6 rows in set (0.00 sec)

mysql> use biometric;
Database changed
mysql> exit
Bye
bash-5.1# exit
exit
(venv-t214) michaelobrien@mbp8 kubernetes % 

test outside by port forwarding

(venv-t214) michaelobrien@mbp8 kubernetes % kubectl port-forward mysql-9fbfc4867-bj4gz -n mysql 3306:3306
Forwarding from 127.0.0.1:3306 -> 3306
Forwarding from [::1]:3306 -> 3306

If you prefer direct access without port forwarding, update mysql-service.yaml to use a NodePort service. The example in this repository exposes port 3306 on node port 30306:

spec:
  type: NodePort
  ports:
    - protocol: TCP
      port: 3306
      targetPort: 3306
      nodePort: 30306

After applying the updated service you can connect using <node-ip>:30306 - however try to use the internal dns name (without the internal or external port).

          env:
            - name: SPRING_DATASOURCE_URL
              value: jdbc:mysql://mysql.mysql.svc.cluster.local/biometric

Image

remote NodePort connection

Screenshot 2026-09-07 at 17 54 16
Kubernetes Deployment example

20260907

ubuntu@14900c:~/wse_github/obrienlabsdev/biometric-backend/biometric-nbi/src/kubernetes$ ./undeploy.sh 
service "biometric-nbi" deleted from biometric namespace
deployment.apps "biometric-nbi" deleted from biometric namespace
namespace "biometric" deleted
job.batch "mysql-init" deleted from mysql namespace
service "mysql" deleted from mysql namespace
deployment.apps "mysql" deleted from mysql namespace
secret "mysql-secret" deleted from mysql namespace
persistentvolume "mysql-pv-volume" deleted
persistentvolumeclaim "mysql-pv-claim" deleted from mysql namespace
namespace "mysql" deleted
ubuntu@14900c:~/wse_github/obrienlabsdev/biometric-backend/biometric-nbi/src/kubernetes$ ./deploy.sh 
namespace/mysql created
persistentvolume/mysql-pv-volume created
persistentvolumeclaim/mysql-pv-claim created
secret/mysql-secret created
deployment.apps/mysql created
service/mysql created
job.batch/mysql-init created
namespace/biometric created
deployment.apps/biometric-nbi created
service/biometric-nbi created
ubuntu@14900c:~/wse_github/obrienlabsdev/biometric-backend/biometric-nbi/src/kubernetes$ kubectl get pods -n biometric
NAME                             READY   STATUS    RESTARTS   AGE
biometric-nbi-55c7c97c66-9786p   1/1     Running   0          14s
ubuntu@14900c:~/wse_github/obrienlabsdev/biometric-backend/biometric-nbi/src/kubernetes$ kubectl get pods -n mysql
NAME                    READY   STATUS      RESTARTS   AGE
mysql-b4b894846-mv88t   1/1     Running     0          19s
mysql-init-5zrhc        0/1     Completed   1          19s
ubuntu@14900c:~/wse_github/obrienlabsdev/biometric-backend/biometric-nbi/src/kubernetes$ kubectl logs -f biometric-nbi-55c7c97c66-9786p -n biometric
Picked up JAVA_TOOL_OPTIONS: -XX:-UseContainerSupport

  .   ____          _            __ _ _
 /\\ / ___'_ __ _ _(_)_ __  __ _ \ \ \ \
( ( )\___ | '_ | '_| | '_ \/ _` | \ \ \ \
 \\/  ___)| |_)| | | | | || (_| |  ) ) ) )
  '  |____| .__|_| |_|_| |_\__, | / / / /
 =========|_|==============|___/=/_/_/_/
 :: Spring Boot ::               (v2.5.15)

2026-09-07 22:30:54.578  INFO 1 --- [           main] d.o.b.nbi.BiometricNbiApplication        : Starting BiometricNbiApplication v0.0.1-SNAPSHOT using Java 17.0.2 on biometric-nbi-55c7c97c66-9786p with PID 1 (/opt/app/ROOT.jar started by root in /)
2026-09-07 22:30:54.579  INFO 1 --- [           main] d.o.b.nbi.BiometricNbiApplication        : No active profile set, falling back to 1 default profile: "default"
2026-09-07 22:30:54.893  INFO 1 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Bootstrapping Spring Data JPA repositories in DEFAULT mode.
2026-09-07 22:30:54.915  INFO 1 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Finished Spring Data repository scanning in 18 ms. Found 1 JPA repository interfaces.
2026-09-07 22:30:55.244  INFO 1 --- [           main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat initialized with port(s): 8080 (http)
2026-09-07 22:30:55.249  INFO 1 --- [           main] o.apache.catalina.core.StandardService   : Starting service [Tomcat]
2026-09-07 22:30:55.249  INFO 1 --- [           main] org.apache.catalina.core.StandardEngine  : Starting Servlet engine: [Apache Tomcat/9.0.75]
2026-09-07 22:30:55.275  INFO 1 --- [           main] o.a.c.c.C.[Tomcat].[localhost].[/nbi]    : Initializing Spring embedded WebApplicationContext
2026-09-07 22:30:55.275  INFO 1 --- [           main] w.s.c.ServletWebServerApplicationContext : Root WebApplicationContext: initialization completed in 675 ms
2026-09-07 22:30:55.397  INFO 1 --- [           main] o.hibernate.jpa.internal.util.LogHelper  : HHH000204: Processing PersistenceUnitInfo [name: default]
2026-09-07 22:30:55.421  INFO 1 --- [           main] org.hibernate.Version                    : HHH000412: Hibernate ORM core version 5.4.33
2026-09-07 22:30:55.476  INFO 1 --- [           main] o.hibernate.annotations.common.Version   : HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
2026-09-07 22:30:55.525  INFO 1 --- [           main] com.zaxxer.hikari.HikariDataSource       : HikariPool-1 - Starting...
2026-09-07 22:30:55.647  INFO 1 --- [           main] com.zaxxer.hikari.HikariDataSource       : HikariPool-1 - Start completed.
2026-09-07 22:30:55.661  INFO 1 --- [           main] org.hibernate.dialect.Dialect            : HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
2026-09-07 22:30:55.913  INFO 1 --- [           main] o.h.e.t.j.p.i.JtaPlatformInitiator       : HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
2026-09-07 22:30:55.917  INFO 1 --- [           main] j.LocalContainerEntityManagerFactoryBean : Initialized JPA EntityManagerFactory for persistence unit 'default'
2026-09-07 22:30:56.140  WARN 1 --- [           main] JpaBaseConfiguration$JpaWebConfiguration : spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
2026-09-07 22:30:56.168 DEBUG 1 --- [           main] s.w.s.m.m.a.RequestMappingHandlerMapping : 12 mappings in 'requestMappingHandlerMapping'
2026-09-07 22:30:56.198  INFO 1 --- [           main] o.s.b.a.e.web.EndpointLinksResolver      : Exposing 1 endpoint(s) beneath base path '/actuator'
2026-09-07 22:30:56.225  INFO 1 --- [           main] pertySourcedRequestMappingHandlerMapping : Mapped URL path [/v2/api-docs] onto method [springfox.documentation.swagger2.web.Swagger2Controller#getDocumentation(String, HttpServletRequest)]
2026-09-07 22:30:56.271 DEBUG 1 --- [           main] s.w.s.m.m.a.RequestMappingHandlerAdapter : ControllerAdvice beans: 0 @ModelAttribute, 0 @InitBinder, 1 RequestBodyAdvice, 1 ResponseBodyAdvice
2026-09-07 22:30:56.326 DEBUG 1 --- [           main] o.s.w.s.handler.SimpleUrlHandlerMapping  : Patterns [/webjars/**, /**] in 'resourceHandlerMapping'
2026-09-07 22:30:56.329 DEBUG 1 --- [           main] .m.m.a.ExceptionHandlerExceptionResolver : ControllerAdvice beans: 0 @ExceptionHandler, 1 ResponseBodyAdvice
2026-09-07 22:30:56.383  INFO 1 --- [           main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat started on port(s): 8080 (http) with context path '/nbi'
2026-09-07 22:30:56.383  INFO 1 --- [           main] d.s.w.p.DocumentationPluginsBootstrapper : Context refreshed
2026-09-07 22:30:56.390  INFO 1 --- [           main] d.s.w.p.DocumentationPluginsBootstrapper : Found 1 custom documentation plugin(s)
2026-09-07 22:30:56.411  INFO 1 --- [           main] s.d.s.w.s.ApiListingReferenceScanner     : Scanning for api listing references
2026-09-07 22:30:56.519  INFO 1 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: handleUsingGET_1
2026-09-07 22:30:56.538  INFO 1 --- [           main] d.o.b.nbi.BiometricNbiApplication        : Started BiometricNbiApplication in 2.126 seconds (JVM running for 2.302)

Docker Desktop

sudo apt install docker.io
sudo reboot now
sudo usermod -aG docker ubuntu
Create network
# create network
docker network create --driver=bridge mysql
3f194fa29ef5d8808ef0cbc41406e0c6a37bc0866be864b26ba38244de8ed0ef

# list network
ubuntu@mini5:~$ docker network list | grep mysql
3f194fa29ef5   mysql     bridge    local

Create persistent volume

Volumes in docker are created several ways - here we use the run command with -v - see https://docs.docker.com/engine/storage/volumes/

# create volume

# list existing volume

Deploy MySQL
# create container
docker run --name mysql-dev0 -v mysql-data:/var/lib/mysql --network="mysql" -e MYSQL_ROOT_PASSWORD=root -d -p 3506:3306 mysql:8.0.38

# restart container
ubuntu@mini5:~/obrienlabsdev/biometric-backend$ docker start mysql-dev0
mysql-dev0
ubuntu@mini5:~/obrienlabsdev/biometric-backend$ docker ps
CONTAINER ID   IMAGE          COMMAND                  CREATED        STATUS         PORTS                                                  NAMES
35b726a994a5   mysql:8.0.38   "docker-entrypoint.s…"   7 months ago   Up 4 seconds   33060/tcp, 0.0.0.0:3506->3306/tcp, :::3506->3306/tcp   mysql-dev0
Deploy Spring Boot REST JPA Application
# create container

# restart container
ubuntu@mini5:~/obrienlabsdev/biometric-backend$ docker start biometric-nbi
biometric-nbi
ubuntu@mini5:~/obrienlabsdev/biometric-backend$ docker ps
CONTAINER ID   IMAGE                                 COMMAND                  CREATED        STATUS         PORTS                                                  NAMES
5329c8017261   obrienlabs/biometric-nbi:0.0.2-ia64   "java -Djava.securit…"   5 months ago   Up 3 seconds   0.0.0.0:8888->8080/tcp, :::8888->8080/tcp              biometric-nbi
35b726a994a5   mysql:8.0.38                          "docker-entrypoint.s…"   7 months ago   Up 2 minutes   33060/tcp, 0.0.0.0:3506->3306/tcp, :::3506->3306/tcp   mysql-dev0
Verify API is visible from outside
2025-03-30 17:35:49.067 DEBUG 1 --- [nio-8080-exec-1] o.s.web.servlet.DispatcherServlet        : GET "/nbi/api/getGps?&u=20250330&de=iph10&pr=18.299999&lg=-75.940366&lt=45.343882&al=105.475247&ac=15.579314&be=136&s=-1.000000&grx=0.000000&gry=0.000000&grz=0.000000&arx=0.083786&ary=-0.241714&arz=-0.847626&lax=0.083786&lay=-0.241714&laz=-0.847626&rvx=-0.187668&rvy=0.254351&rvz=0.077352&ts=1743356148869&mfx=-45.306244&mfy=-65.799034&mfz=-21.953857&up=5", parameters={masked}
2025-03-30 17:35:49.069 DEBUG 1 --- [nio-8080-exec-1] s.w.s.m.m.a.RequestMappingHandlerMapping : Mapped to dev.obrienlabs.biometric.nbi.controller.ApiController#getGps(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, HttpServletRequest)
f21czytgm0qb
2025-03-30 17:35:49.118 DEBUG 1 --- [nio-8080-exec-1] m.m.a.RequestResponseBodyMethodProcessor : Using 'text/plain', given [*/*] and supported [text/plain, */*, text/plain, */*, application/json, application/*+json, application/json, application/*+json]
2025-03-30 17:35:49.118 DEBUG 1 --- [nio-8080-exec-1] m.m.a.RequestResponseBodyMethodProcessor : Writing ["OK:f21czytgm0qb:Record(15778365,20250330,5,0,null,null,45.343882,-75.940366,136,105.475247,174335614 (truncated)..."]
2025-03-30 17:35:49.119 DEBUG 1 --- [nio-8080-exec-1] o.s.web.servlet.DispatcherServlet        : Completed 200 OK

Kubernetes Cluster

Spring Boot

Add pom.xml

	<parent>
		<groupId>org.springframework.boot</groupId>
		<artifactId>spring-boot-starter-parent</artifactId>
		<version>2.5.15</version> <!-- maximum swagger version -->
		<relativePath/> <!-- lookup parent from repository -->
	</parent>
	<groupId>dev.obrienlabs.biometric</groupId>
	<artifactId>biometric-nbi</artifactId>
	<version>0.0.1-SNAPSHOT</version>
	<name>biometric-nbi</name>
	<description>Biometric backend</description>
	<properties>
		<java.version>17</java.version>
		<jersey.version>2.27</jersey.version>
	</properties>
	<dependencies>
		<dependency>
			<groupId>org.springframework.boot</groupId>
			<artifactId>spring-boot-starter-test</artifactId>
			<scope>test</scope>
		</dependency>
		<!-- 2023 -->
		<dependency>
            <groupId>org.springframework.boot</groupId>
            <!--artifactId>spring-boot-starter-data-jpa</artifactId-->
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
            <!-- avoid restarts -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-devtools</artifactId>
            <optional>true</optional>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>
        
  <!-- swagger 3 for spring boot 3 -->    
    <!-- dependency>
        <groupId>io.springfox</groupId>
        <artifactId>springfox-swagger2</artifactId>
        <version>3.0.0</version>
    </dependency>
    <dependency>
        <groupId>io.springfox</groupId>
        <artifactId>springfox-swagger-ui</artifactId>
        <version>3.0.0</version>
    </dependency>
    <dependency>
    <groupId>io.springfox</groupId>
    <artifactId>springfox-boot-starter</artifactId>
    <version>3.0.0</version>
</dependency-->
        
<!-- swagger 2.9 for spring boot 2 -->    
    <dependency>
        <groupId>io.springfox</groupId>
        <artifactId>springfox-swagger2</artifactId>
        <version>2.9.2</version>
    </dependency>
    <dependency>
        <groupId>io.springfox</groupId>
        <artifactId>springfox-swagger-ui</artifactId>
        <version>2.9.2</version>
    </dependency>
    <dependency>
      <groupId>io.springfox</groupId>
      <artifactId>springfox-schema</artifactId>
      <version>2.9.2</version>
    </dependency>
<!--  use jakarta -->   
	</dependencies>
	<dependencyManagement>
		<dependencies>
			<dependency>
				<groupId>org.springframework.cloud</groupId>
				<artifactId>spring-cloud-dependencies</artifactId>
				<version>${spring-cloud.version}</version>
				<type>pom</type>
				<scope>import</scope>
			</dependency>
		</dependencies>
	</dependencyManagement>

	<build>
		<plugins>
			<plugin>
				<groupId>org.springframework.boot</groupId>
				<artifactId>spring-boot-maven-plugin</artifactId>
			</plugin>
		</plugins>
	</build>

Add ApplicationService interface

public interface ApplicationServiceLocal {
	String health();
}

Add ApplicationService implementation

@Service
public class ApplicationService implements ApplicationServiceLocal {
	@Override
	public String health() {
		return "OK";
	}
}

Add application.properties under resources

# required when running as a spring boot jar in alpine - as opposed to a tomcat container
server.servlet.context-path=/nbi
logging.level.org.springframework.web=DEBUG
#springfox.documentation.swagger.v2.path=/api-docs
server.port=8080

Add default Application

@SpringBootApplication
public class BiometricNbiApplication {
	public static void main(String[] args) {
		SpringApplication.run(BiometricNbiApplication.class, args);
	}
}

OpenAPI 3 / Swagger Model

Add SwaggerConfig

@Configuration
@EnableSwagger2 // without spring boot
public class SwaggerConfig {
	@Bean
	public Docket api() {
		return new Docket(DocumentationType.SWAGGER_2)
				.select()
				.apis(RequestHandlerSelectors.any())
				.paths(PathSelectors.any())
				.build();				
	}
}

Spring Data JPA

pom.xml

database
 docker run --name mysql-dev0 -v mysql-data:/var/lib/mysql -e MYSQL_ROOT_PASSWORD=... -d -p 3506:3306 arm64v8/mysql:8.0.38

CONTAINER ID   IMAGE                  COMMAND                  CREATED      STATUS         PORTS                               NAMES
f4b8fc9ce4d0   arm64v8/mysql:8.0.38   "docker-entrypoint.s…"   4 days ago   Up 6 minutes   33060/tcp, 0.0.0.0:3506->3306/tcp   mysql-dev0

	<dependency>
		<groupId>org.springframework.boot</groupId>
		<artifactId>spring-boot-starter-data-jpa</artifactId>
	</dependency>
        <dependency>
        	<groupId>mysql</groupId>
        	<artifactId>mysql-connector-java</artifactId>
        	<!-- version>5.1.42</version--><!-- for 5.7.44 - use 8.0.33 for 8.0.38 -->
        	<scope>runtime</scope>
    </dependency>

Repositories

@Repository
public class RecordRepositoryImpl {// implements RecordRepository {
	  @PersistenceContext
	  private EntityManager entityManager;
	  //Record findById(long id);
	  //@Override
	  @Transactional
	  public void persist(Record record) {
		  entityManager.persist(record);
	  }
}

JPA Entities

@MappedSuperclass
public class DataObject {
    @Version
    private Long version;
}

@MappedSuperclass
public class IdentifiableDataObject extends DataObject {
    @Id
    @Column(name="IDENT_ID")
    @GeneratedValue(strategy = GenerationType.IDENTITY)//.AUTO)   
    @XmlElement
    private Long id;
}

@Entity
@Table(name="gps_record")
@Access(value = AccessType.FIELD)
@XmlType
@XmlRootElement
@XmlAccessorType(XmlAccessType.FIELD)
public class Record extends IdentifiableDataObject {
    @XmlElement
    @Column(name="userId", nullable=false)
    private Long userId;
    // 20240713: https://stackoverflow.com/questions/25283198/spring-boot-jpa-column-name-annotation-ignored
    //@Column(name="ts_start")
    @XmlElement 
    private Long tsStart;
}

For the problem where the column names were auto converting from tsStart to ts_start. https://stackoverflow.com/questions/25283198/spring-boot-jpa-column-name-annotation-ignored

# https://docs.spring.io/spring-boot/docs/1.1.0.M1/reference/html/howto-database-initialization.html
#spring.jpa.hibernate.ddl-auto=create-drop
spring.jpa.hibernate.ddl-auto=none
#spring.jpa.properties.hibernate.globally_quoted_identifiers=true
spring.datasource.url=jdbc:mysql://127.0.0.1:3506/biometric
spring.datasource.username=root
spring.datasource.password=...
# deprecated
#spring.datasource.driverClassName=com.mysql.jdbc.Driver
spring.datasource.driverClassName=com.mysql.cj.jdbc.Driver

# override auto conversion of tsStart to ts_start
# see https://stackoverflow.com/questions/25283198/spring-boot-jpa-column-name-annotation-ignored
spring.jpa.hibernate.naming.implicit-strategy=org.hibernate.boot.model.naming.ImplicitNamingStrategyLegacyJpaImpl
spring.jpa.hibernate.naming.physical-strategy=org.hibernate.boot.model.naming.PhysicalNamingStrategyStandardImpl

The use of EntityManager.persist(entity) over CrudRepository.save(entity, Long) - required @EnableJpaRepositories("com.delivery.repository") on the application class to pick up a non interface repository

@SpringBootApplication
@EnableJpaRepositories("dev.obrienlabs.biometric.repository")
public class BiometricNbiApplication {
	public static void main(String[] args) {
		SpringApplication.run(BiometricNbiApplication.class, args);
	}

for
@Repository
public class RecordRepositoryImpl {// implements RecordRepository {
	  @PersistenceContext
	  private EntityManager entityManager;
	  //Record findById(long id);
	  //@Override
	  @Transactional
	  public void persist(Record record) {
		  entityManager.persist(record);
	  }
}

Working

http://127.0.0.1:8080/nbi/swagger-ui.html#/api-controller/getGpsUsingGET

7-13 18:32:15.043 DEBUG 95337 --- [nio-8080-exec-5] o.s.web.servlet.DispatcherServlet        : GET "/nbi/api/getGps?ac=0&action=u2&al=0&arx=0&ary=0&arz=0&be=0&grx=0&gry=0&grz=0&gsx=0&gsy=0&gsz=0&hr1=0&hr2=0&hrd1=0&hrd2=0&hu=0&lax=0&lay=0&laz=0&lg=0&li=0&lt=0&mfx=0&mfy=0&mfz=0&p=0&pr=0&px=0&rvx=0&rvy=0&rvz=0&s=0&te=0&ts=0&u=202407130&up=0", parameters={masked}
2024-07-13 18:32:15.044 DEBUG 95337 --- [nio-8080-exec-5] s.w.s.m.m.a.RequestMappingHandlerMapping : Mapped to dev.obrienlabs.biometric.nbi.controller.ApiController#getGps(String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, String, HttpServletRequest)
2024-07-13 18:32:15.079 DEBUG 95337 --- [nio-8080-exec-5] m.m.a.RequestResponseBodyMethodProcessor : Using 'text/plain', given [*/*] and supported [text/plain, */*, text/plain, */*, application/json, application/*+json, application/json, application/*+json]
2024-07-13 18:32:15.079 DEBUG 95337 --- [nio-8080-exec-5] m.m.a.RequestResponseBodyMethodProcessor : Writing ["Record(id=15458116,uid=202407130,ssq=0,rsq=0,hr1=0,hr2=0,lat=0.0,lon=0.0,bea=0,alt=0.0,tst0,tsp=1720 (truncated)..."]
2024-07-13 18:32:15.081 DEBUG 95337 --- [nio-8080-exec-5] o.s.web.servlet.DispatcherServlet        : Completed 200 OK

select * from biometric.gps_record where userId="202407130"
'15458114','0','0','0','0.0000000000','0.0000000000','0',NULL,'0','0','0','0','0','0','0','0','0','0','0','0.0000000000','0','0','0','0','0.0000000000','0','0','0','0','0','0','0','0','0','0','0','0','0','0','1720909791966','202407130','0'

Insert again


References

MySQL Database Backend

Lombok

Kafka

Javascript AJAX frontend with three.js

Google Angular 2 Backend

Building

Generate GCP Credentials

gcloud auth application-default login
cp ~/.config/gcloud/application_default_credentials.json $TARGET_DIR

If you encounter warnings about restricted native access when running Maven with Java 21 or newer, create a .mvn/jvm.config file containing:

--enable-native-access=ALL-UNNAMED

This allows Maven to load the native library used by Jansi without warnings.

Deployment


Debugging

http://127.0.0.1:8080/nbi/api

Screenshot 2024-05-05 at 18 57 33

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Biometric Backend in Java/Spring

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