I created spring boot(gradle) application, and included dependency: 
org.springframework.cloud:spring-cloud-starter-aws-parameter-store-config.
I want to use AWSSimpleSystemsManagement to read configuration from AWS parameter store, but I am forced to write it like this (in aws):
 config/application_dev/server.port: 8080
Is there any way to read something like this from spring boot: dev.application.server.port:8080
currently all of this is managed from autoconfiguration I think, is there a way to override it
In application.properties you can define property server.port=8081.
The parameter formats supported by spring-cloud-starter-aws-parameter-store-config are:
/config/application/server.port/config/application_dev/server.port/config/my-service/server.port/config/my-service_dev/server.portBy defining the following properties in the bootstrap.properties you can change the format in some way:
spring.application.name=my-service
aws.paramstore.prefix=/config
aws.paramstore.defaultContext=application
aws.paramstore.profileSeparator=_
But only a simple customisations are supported because the main parameter naming logic is hardcode in the AwsParamStorePropertySourceLocator.
To dramatically change the parameter format you have to define a custom PropertySourceLocator and register it as bootstrap configuration.
The problem is that dev.application.server.port is invalid parameter name. 
AWS Systems Manager Parameter Store uses / as a path separator and Spring uses the operation get-parameters-by-path. 
A workaround is to use name dev.application/server.port. 
But this name is invalid also.
Parameter name must be a fully qualified name, so the valid name is /dev.application/server.port.
To support such parameter format define a custom PropertySourceLocator
@Configuration
public class CustomAwsParamStorePropertySourceLocator implements PropertySourceLocator {
  private static final Logger LOGGER =
      LoggerFactory.getLogger(CustomAwsParamStorePropertySourceLocator.class);
  private AWSSimpleSystemsManagement ssmClient;
  private List<String> contexts = new ArrayList<>();
  public CustomAwsParamStorePropertySourceLocator(AWSSimpleSystemsManagement ssmClient) {
    this.ssmClient = ssmClient;
  }
  public List<String> getContexts() {
    return contexts;
  }
  @Override
  public PropertySource<?> locate(Environment environment) {
    if (!(environment instanceof ConfigurableEnvironment)) {
      return null;
    }
    ConfigurableEnvironment env = (ConfigurableEnvironment) environment;
    List<String> profiles = Arrays.asList(env.getActiveProfiles());
    String defaultAppName = "application";
    this.contexts.add("/" + defaultAppName + "/");
    addProfiles(this.contexts, defaultAppName, profiles);
    String appName = env.getProperty("spring.application.name");
    this.contexts.add("/" + appName + "/");
    addProfiles(this.contexts, appName, profiles);
    Collections.reverse(this.contexts);
    CompositePropertySource composite = new CompositePropertySource("custom-aws-param-store");
    for (String propertySourceContext : this.contexts) {
      try {
        composite.addPropertySource(create(propertySourceContext));
      } catch (Exception e) {
        LOGGER.warn("Unable to load AWS config from " + propertySourceContext, e);
      }
    }
    return composite;
  }
  private void addProfiles(List<String> contexts, String appName, List<String> profiles) {
    for (String profile : profiles) {
      contexts.add("/" + profile + "." + appName + "/");
    }
  }
  private AwsParamStorePropertySource create(String context) {
    AwsParamStorePropertySource propertySource =
        new AwsParamStorePropertySource(context, this.ssmClient);
    propertySource.init();
    return propertySource;
  }
}
and register it in the bootstrap context by adding a file META-INF/spring.factories
org.springframework.cloud.bootstrap.BootstrapConfiguration=\
com.example.CustomAwsParamStorePropertySourceLocator
                        Try this spring-boot-and-aws-parameter-store
https://github.com/coveooss/spring-boot-parameter-store-integration
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