AWS Personalize - HPO - solutionConfig - amazon-personalize

I have incorporated the solutionConfig as part of HPO in AWS personlaize service.
solutionConfig = {
"optimizationObjective": {
"itemAttribute": "ITEM_WEIGHT",
"objectiveSensitivity": "HIGH"
},
I am getting the following error
Unknown parameter in solutionConfig: "optimizationObjective", must be one of: eventValueThreshold, hpoConfig, algorithmHyperParameters, featureTransformationParameters, autoMLConfig]

It looks like you may be using a version of the AWS SDK that does not include support for the optimizationObjective parameter of the solution config. Check to make sure that you're using the latest version of the AWS SDK.

Related

Deploying custom Keycloak theme with Operator (v15.1.1 & v16.0.0)

I have a theme with a size >1MB (which precludes the configmap-solution provided as an answer to this question).
This theme has been been packaged according to the Server Development Guide - its folder structure is
META-INF/keycloak-themes.json
themes/[themeName]/login/login.ftl
themes/[themeName]/login/login-reset-password.ftl
themes/[themeName]/login/template.ftl
themes/[themeName]/login/template.html
themes/[themeName]/login/theme.properties
themes/[themeName]/login/messages/messages_de.properties
themes/[themeName]/login/messages/messages_en.properties
themes/[themeName]/login/resources/[...]
The contents of keycloak-themes.json are
{
"themes": [{
"name" : "[themeName]",
"types": [ "login" ]
}]
}
where [themeName] is my theme name.
Keycloak is running with 3 instances, its resource spec includes:
extensions:
- [URL-to-jar]
Deployment was successful according to the logs of each pod - each log contains a message containing
Deployed "[jar-name].jar" (runtime-name : "[jar-name].jar")
However, in the admin console, I cannot select the theme from the extension for the login-theme. Creating a new realm via crd with a preconfigured login-theme via spec-entry
loginTheme: [themeName]
also does not work - in the admin-console, the selected entry for the login-theme is empty.
I may be missing something basic, but it seems like this ought to work according to this answer if I am not mistaken.
As is so often the case, an uncaught typo was the source of the error.
The directory-structure must not be
META-INF/keycloak-themes.json
themes/[theme-name]/[theme-role]/theme.properties
[...]
But instead
META-INF/keycloak-themes.json
theme/[theme-name]/[theme-role]/theme.properties
[...]
Given a correct structure, keycloak-operator can successfully deploy and load custom-themes as jar-extensions.

Amplify Flutter: How to connect to existing GraphQL endpoint

I'm implementing Amplify Flutter and want to connect it to our own custom GraphQL endpoint (i.e. non-AppSync). I am however having trouble getting it to work. The official documentation is not super-clear on this (at least not for those of us who are completely new to Amplify). What I have done:
In pubspec.yaml, I’ve added and installed the amplify_api package.
In main.dart, I’ve updated _configureAmplify() to add the AmplifyAPI() plugin.
In amplifyconfiguration.dart, I have manually added the following snippet:
"api": {
"plugins": {
"awsAPIPlugin": {
"xxxxxAPI": {
"endpointType": "GraphQL",
"endpoint": "http://xxxxxxxx.eba-fmuh2afu.eu-north-1.elasticbeanstalk.com/query",
"region": "[REGION]",
"authorizationType": "AMAZON_COGNITO_USER_POOLS"
}
}
}
}
But I keep getting the error "There is no API configured for this plugin with matching endpoint type." What am I doing wrong? (Note: I presume that I don't have to add any "region" value if I'm pointing to our own custom GraphQL endpoint).
I was able to fix this issue by closing the app and uninstalling it, then run again and log in to start fetching API

Invalid Slug version in terraform

I am trying to create a kubernetes cluster with terraform but it shows me an error, I changed the value of the version on different occasions but it did not work.
resource "digitalocean_kubernetes_cluster" "lox" {
name = "lox"
region = "nyc1"
version = "1.13.4-do.0"
node_pool {
name = "worker-pool"
size = "s-1vcpu-2gb"
node_count = 2
}
This is the error:
Error: Error creating Kubernetes cluster: POST https://api.digitalocean.com/v2/kubernetes/clusters: 422 validation error: invalid version slug
on 01-cluster.tf line 1, in resource "digitalocean_kubernetes_cluster" "lox":
1: resource "digitalocean_kubernetes_cluster" "lox" {
how can i solve it?
Use below command to grab the latest and valid version slug and use it in version
doctl kubernetes options versions
The version you're setting does not exist.
Check here: https://www.digitalocean.com/docs/kubernetes/changelog/ for all the versions available, or using the doctl command line.
If you're targeting 1.13, you may use 1.13.12-do.8 as the version, released on 22/06/2020.
i wasn't able to find the version in changelog, found it here https://slugs.do-api.dev/ (tab "Kubernetes versions")
doctl kubernetes options versions
Slug Kubernetes Version Supported Features
1.24.4-do.0 1.24.4 cluster-autoscaler, docr-integration, ha-control-plane, token-authentication
1.23.10-do.0 1.23.10 cluster-autoscaler, docr-integration, ha-control-plane, token-authentication
1.22.13-do.0 1.22.13 cluster-autoscaler, docr-integration, ha-control-plane, token-authentication

JPAM Configuration for Apache Drill

I'm trying to configure PLAIN authentification based on JPAM 1.1 and am going crazy since it doesnt work after x times checking my syntax and settings. When I start drill with cluster-id and zk-connect only, it works, but with both options of PLAIN authentification it fails. Since I started with pam4j and tried JPAM later on, I kept JPAM for this post. In general I don't have any preferences. I just want to get it done. I'm running Drill on CentOS in embedded mode.
I've done anything required due to the official documentation:
I downloaded JPAM 1.1, uncompressed it and put libjpam.so into a specific folder (/opt/pamfile/)
I've edited drill-env.sh with:
export DRILLBIT_JAVA_OPTS="-Djava.library.path=/opt/pamfile/"
I edited drill-override.conf with:
drill.exec: {
cluster-id: "drillbits1",
zk.connect: "local",
impersonation: {
enabled: true,
max_chained_user_hops: 3
},
security: {
auth.mechanisms: ["PLAIN"],
},
security.user.auth: {
enabled: true,
packages += "org.apache.drill.exec.rpc.user.security",
impl: "pam",
pam_profiles: [ "sudo", "login" ]
}
}
It throws the subsequent error:
Error: Failure in starting embedded Drillbit: org.apache.drill.exec.exception.DrillbitStartupException: Problem in finding the native library of JPAM (Pluggable Authenticator Module API). Make sure to set Drillbit JVM option 'java.library.path' to point to the directory where the native JPAM exists.:no jpam in java.library.path (state=,code=0)
I've run that *.sh file by hand to make sure that the necessary path is exported since I don't know if Drill is expecting that. The path to libjpam should be know known. I've started Sqlline with sudo et cetera. No chance. Documentation doesn't help. I don't get it why it's so bad and imo incomplete. Sadly there is 0 explanation how to troubleshoot or configure basic user authentification in detail.
Or do I have to do something which is not told but expected? Are there any Prerequsites concerning PLAIN authentification which aren't mentioned by Apache Drill itself?
Try change:
export DRILLBIT_JAVA_OPTS="-Djava.library.path=/opt/pamfile/"
to:
export DRILL_JAVA_OPTS="$DRILL_JAVA_OPTS -Djava.library.path=/opt/pamfile/"
It works for me.

Setting Hystrix timeout with environment variable

In order to change Hystrix's default request timeout (1000ms), one must set the following property :
hystrix.command.default.execution.isolation.thread.timeoutInMilliseconds=2000
What is the corresponding environment variable ?
I would like to "tune" the timeout on my favorite cloud platform without touching the source code first.
I'm pretty sure this one doesn't work : HYSTRIX_COMMAND_DEFAULT_EXECUTION_ISOLATION_THREAD_TIMEOUT_IN_MILLISECONDS=2000
EDIT : Problem was found with Spring Cloud Camden / Spring Boot 1.4.
VM options and environment variables can be referenced from application configuration, which is often a more convenient way to set properties with longer names.
For example, one can define the following reference in application.yml:
hystrix.command.default.execution.isolation.thread.timeoutInMilliseconds: ${service.timeout}
which will be resolved from the VM option -Dservice.timeout=10000, setting the default Hystrix command timeout to 10 seconds. It is even simpler with environment variables - thanks to relaxed binding, any of these will work (export examples are for Linux):
export service.timeout=10000
export service_timeout=10000
export SERVICE.TIMEOUT=10000
export SERVICE_TIMEOUT=10000
The common approach is to use lowercase.dot.separated for VM arguments and ALL_CAPS_WITH_UNDERSCORES for environment variables.
You could try expression with a default value:
hystrix.command.default.execution.isolation.thread.timeoutIn‌Milliseconds: ${SERVICE_TIMEOUT:2000}
In case you have SERVICE_TIMEOUTsystem variable - it will be used by an application, otherwise, a default value will be picked up.
Found more of a workaround than a solution, using SPRING_APPLICATION_JSON environment variable :
SPRING_APPLICATION_JSON='{ "hystrix" : { "command" : { "default" : { "execution" : { "isolation" : { "thread" : { "timeoutInMilliseconds" : 3000 } } } } } } }'
You can use Spring config yaml file , Please read further on following link
https://github.com/spring-cloud/spring-cloud-netflix/issues/321
VM option -Dhystrix.command.default.execution.isolation.thread.timeoutInMilliseconds=2000 works for me. However it has a side effect, then you can not change the config value in java code since system properties are prioritized.
ConfigurationManager.getConfigInstance().setProperty(
"hystrix.command.default.execution.isolation.thread.timeoutInMilliseconds", 3000);// it doesn't work