vania-janet/multiturn-rag-retrieval-data huggingface dataset:
Then, you also [tainted those edge nodes](https://cloud.ibm.com/docs/containers?topic=containers-edgeedge_workloads) to prevent any other workloads from running on edge nodes. However, you didn't add an edge node affinity rule and toleration to your app deployment. Your app pods can't be scheduled on the same tainted nodes as the service pods, and no traffic reaches the back-end service for your app.
* Custom taints: You used custom taints on several nodes so that only app pods with that taint toleration can deploy to those nodes. You added affinity rules and tolerations to the deployments of your app and Ingress service so that their pods deploy to only those nodes. However, ibm-cloud-provider-ipkeepalived pods that are automatically created in the ibm-system namespace ensure that the ALB pods and the app pods are always scheduled onto the same worker node. These keepalived pods don't have the tolerations for the custom taints that you used. They can't be scheduled on the same tainted nodes that your app pods are running on, and no traffic reaches the back-end service for your app.



 How to fix it 

Resolve the issue by choosing one of the following options:



* Edge node taints: To ensure that your ALB and app pods deploy to tainted edge nodes, [add edge node affinity rules and tolerations to your app deployment](https://cloud.ibm.com/docs/containers?topic=containers-loadbalancerlb_edge_nodes). Ingress ALB pods have these affinity rules and tolerations by default.
* Custom taints: Remove custom taints that the keepalived pods don't have tolerations for. Instead, you can [label worker nodes as edge nodes, and then taint those edge nodes](https://cloud.ibm.com/docs/containers?topic=containers-edge).



If you completed the previous steps, but the keepalived pods are still not scheduled, you can get more information about the keepalived pods:



1. Get the keepalived pods.

kubectl get pods -n ibm-system
5.2.3 Red Hat OpenShift on IBM Cloud can optionally configure [OpenShift security context constraints](https://cloud.ibm.com/docs/openshift?topic=openshift-openshift_scc) and [Kubernetes pod security admission](https://kubernetes.io/docs/concepts/security/pod-security-admission/) which are similar to the deprecated [Kubernetes pod security policies](https://kubernetes.io/docs/concepts/security/pod-security-policy/). 
 5.2.4 Red Hat OpenShift on IBM Cloud can optionally configure [OpenShift security context constraints](https://cloud.ibm.com/docs/openshift?topic=openshift-openshift_scc) and [Kubernetes pod security admission](https://kubernetes.io/docs/concepts/security/pod-security-admission/) which are similar to the deprecated [Kubernetes pod security policies](https://kubernetes.io/docs/concepts/security/pod-security-policy/). 
 5.2.5 Red Hat OpenShift on IBM Cloud can optionally configure [OpenShift security context constraints](https://cloud.ibm.com/docs/openshift?topic=openshift-openshift_scc) and [Kubernetes pod security admission](https://kubernetes.io/docs/concepts/security/pod-security-admission/) which are similar to the deprecated [Kubernetes pod security policies](https://kubernetes.io/docs/concepts/security/pod-security-policy/).
* If you lock the data store, existing pods continue to run, but any pods that are created remain in the ContainerCreating state and can't start until you unlock the data store. This data store lock ensures that pods can't be created after you check for unused blocks, but before you release the blocks.
* If you don't lock the data store, you must immediately verify that no new pods used IP addresses from a released block that you deleted.



calicoctl datastore migrate lock
3. List the Calico IPAM records. In the output, look for blocks that have 0 IPS IN USE, which indicates that the block is not used by its assigned worker node.

calicoctl ipam show --show-blocks

In this example output, the 172.24.10.64/26 block has no IP addresses in use.

...
Block 172.24.10.64/26 64 0 (0%) 64 (100%) 
...
4. For each of these blocks, complete the following steps to release the block.



1. Verify that no pods currently use an IP address from the block.

kubectl get pods -A
2. Get the BlockAffinity for the block. Replace the periods and forward slash in the block with hyphens (-). For example, for the block 172.24.10.64/26, the format for the following command is 172-24-10-64-26.

kubectl get blockaffinity | grep <block>
3. Delete the BlockAffinity.

kubectl delete blockaffinity <block_affinity>
4. Get the IPAMBlock for the block. Replace the periods and forward slash in the block with hyphens (-). For example, for the block 172.24.10.64/26, the format for the following command is 172-24-10-64-26.

kubectl get ipamblock | grep <block>
5. Delete the IPAMBlock.
For more information, see [Deprecated API Migration Guide - v1.25](https://kubernetes.io/docs/reference/using-api/deprecation-guide/v1-25). 
 Unsupported: Beta version of the Event API Migrate manifests and API clients to use the events.k8s.io/v1 API version, available since Kubernetes version 1.19. For more information, see [Deprecated API Migration Guide - v1.25](https://kubernetes.io/docs/reference/using-api/deprecation-guide/v1-25). 
 Unsupported: Beta version of the HorizontalPodAutoscaler API Migrate manifests and API clients to use the autoscaling/v2 API version, available since Kubernetes version 1.23. For more information, see [Deprecated API Migration Guide - v1.25](https://kubernetes.io/docs/reference/using-api/deprecation-guide/v1-25). 
 Unsupported: Beta version of the PodDisruptionBudget API Migrate manifests and API clients to use the policy/v1 API version, available since Kubernetes version 1.21. For more information, see [Deprecated API Migration Guide - v1.25](https://kubernetes.io/docs/reference/using-api/deprecation-guide/v1-25). 
 Unsupported: Beta version of the RuntimeClass API Migrate manifests and API clients to use the node.k8s.io/v1 API version, available since Kubernetes version 1.20. For more information, see [Deprecated API Migration Guide - v1.25](https://kubernetes.io/docs/reference/using-api/deprecation-guide/v1-25). 
 Unsupported: Pod Security Policies [Pod Security Policies](https://kubernetes.io/docs/concepts/security/pod-security-policy/) have been removed in Kubernetes version 1.25.
To control access at the pod level, you can configure [security context constraints (SCCs)](https://cloud.ibm.com/docs/openshift?topic=openshift-openshift_sccoc_sccs).

Within the app deployment YAML, you can set the security context for a pod or container. For more information, review the [Kubernetes documentation](https://kubernetes.io/docs/tasks/configure-pod-container/security-context/).

Want to control access at the application level? To create a sign-on flow that you can update at any time without changing your app code, try integrating your app with [IBM Cloud App ID](https://cloud.ibm.com/docs/appid?topic=appid-getting-started).





 After I deploy my app, how can I monitor its health? 

You can set up IBM Cloud [logging and monitoring](https://cloud.ibm.com/docs/containers?topic=containers-health) for your cluster.
------------------------------------------------------------
Gradle 7.5.1
------------------------------------------------------------

Build time: 2022-08-05 21:17:56 UTC
Revision: d1daa0cbf1a0103000b71484e1dbfe096e095918

Kotlin: 1.6.21
Groovy: 3.0.10
Ant: Apache Ant(TM) version 1.10.11 compiled on July 10 2021
JVM: 11.0.11 (Eclipse OpenJ9 openj9-0.26.0)
OS: Linux 5.10.104-linuxkit amd64

 oc version
Client Version: 4.11.0
Kustomize Version: v4.5.4

 zip
Copyright (c) 1990-2008 Info-ZIP - Type 'zip "-L"' for software license.
This is Zip 3.0 (July 5th 2008), by Info-ZIP.

 unzip
UnZip 6.00 of 20 April 2009, by Debian. Original by Info-ZIP.

 git --version
git version 2.37.2

 curl
curl 7.58.0 (x86_64-pc-linux-gnu) libcurl/7.58.0 OpenSSL/1.1.1 zlib/1.2.11 libidn2/2.0.4 libpsl/0.19.1 (+libidn2/2.0.4) nghttp2/1.30.0 librtmp/2.3

 wget
5.2.5 Red Hat OpenShift on IBM Cloud can optionally configure [OpenShift security context constraints](https://cloud.ibm.com/docs/openshift?topic=openshift-openshift_scc) and [Kubernetes pod security admission](https://kubernetes.io/docs/concepts/security/pod-security-admission/) which are similar to the deprecated [Kubernetes pod security policies](https://kubernetes.io/docs/concepts/security/pod-security-policy/). 
 5.2.6 Red Hat OpenShift on IBM Cloud can optionally configure [OpenShift security context constraints](https://cloud.ibm.com/docs/openshift?topic=openshift-openshift_scc) and [Kubernetes pod security admission](https://kubernetes.io/docs/concepts/security/pod-security-admission/) which are similar to the deprecated [Kubernetes pod security policies]([https://kubernetes.io/docs/concepts/security/pod-security-policy/](https://kubernetes.io/docs/concepts/security/pod-security-policy/){: external}. 
 5.2.7 Red Hat OpenShift on IBM Cloud can optionally configure [OpenShift security context constraints](https://cloud.ibm.com/docs/openshift?topic=openshift-openshift_scc) and [Kubernetes pod security admission](https://kubernetes.io/docs/concepts/security/pod-security-admission/) which are similar to the deprecated [Kubernetes pod security policies](https://kubernetes.io/docs/concepts/security/pod-security-policy/).
Alternatively if you want to pin the runtime image to a fixed runtime image version, use the --docker tag.

ibmcloud fn action create module-action src.zip --docker openwhisk/action-golang-v1.19:nightly

If you pin the action to a fixed runtime, the runtime cannot change or receive security fixes.









 Preparing Swift apps 

Swift files must be compiled before an action is run. This delay is known as the cold start delay. To avoid the cold start delay, you can compile your Swift file and then upload it to Cloud Functions in a compressed file. The Docker runtime includes a compiler to help users compile and package Swift 4.2 actions. Subsequent calls to the action are much faster until the container with your action is purged.

Swift actions run in a Linux environment. Swift on Linux is still in development, and Cloud Functions uses the latest available release. These releases might not be stable. The version of Swift that is used with Cloud Functions might be inconsistent with versions of Swift from stable releases of Xcode on macOS.



 Structuring Swift code 

The expected name for the entry point function is main. If the function in your code is not main, take note of the name to specify it when the action is created.

In addition to the main function signature, Swift 4 provides two more signatures that take advantage of the [Codable](https://developer.apple.com/documentation/swift/codable) type. You can learn more about data type [encoding and decoding for compatibility with external representations such as JSON](https://developer.apple.com/documentation/foundation/archives_and_serialization/encoding_and_decoding_custom_types).

Example

struct Input: Codable {
let name: String?
}
struct Output: Codable {
let greeting: String
}
func main(param: Input, completion: (Output?, Error?) -> Void) -> Void {
let result = Output(greeting: "Hello (param.name ?? "stranger")!")
GHE_ORG= Github Organization (required if --org option is not specified).
GHE_REPO= Github Repository (required if --repo option is not specified).

Required Environment Variables, if you are using GitHub:

GHE_TOKEN= Github Enterprise API Token (Optional if you are using --git-token-path)

Options for Git:

--git-token-path (Optional) Github Token's path
--git-api-url (Optional) Github API url

If you are using github, use --git-token-path field to set your GitHub Token and --git-api-url field to set the # GitHub Enterprise API URL instead of GHE_TOKEN and GH_URL environment variables. If both GHE_TOKENGH_URL and --git-token-path--git-api-url pairs are provided, then --git-token-path and --git-api-url take precedence.

Running the command:

 label the latest state on "staging" branch
$ cocoa inventory label add --org='Github-ID' --repo='compliance-inventory-repo' --environment='staging' "new-label-to-add"

 attach a label to another label (to the same commit)
$ cocoa inventory label add --org='Github-ID' --repo='compliance-inventory-repo' --to-label="some-label" "new-label-to-add"

 move or create the staging_latest label to another label (to the same commit)
$ cocoa inventory label move --org='Github-ID' --repo='compliance-inventory-repo' --to-label="some-label" "label-to-move"





 cocoa inventory promote 

Promotes entries from the inventory from one environment to another. The source environment can be either a branch or a tag.

Required Environment Variables:
OS name: "linux", version: "5.10.124-linuxkit", arch: "amd64", family: "unix"

 gradle -version

Welcome to Gradle 7.5.1!

Here are the highlights of this release:
- Support for Java 18
- Support for building with Groovy 4
- Much more responsive continuous builds
- Improved diagnostics for dependency resolution

For more details see https://docs.gradle.org/7.5.1/release-notes.html

------------------------------------------------------------
Gradle 7.5.1
------------------------------------------------------------

Build time: 2022-08-05 21:17:56 UTC
Revision: d1daa0cbf1a0103000b71484e1dbfe096e095918

Kotlin: 1.6.21
Groovy: 3.0.10
Ant: Apache Ant(TM) version 1.10.11 compiled on July 10 2021
JVM: 17.0.3 (Eclipse OpenJ9 openj9-0.32.0)
OS: Linux 5.10.124-linuxkit amd64

 oc version
Client Version: 4.11.5
Kustomize Version: v4.5.4

 zip
Copyright (c) 1990-2008 Info-ZIP - Type 'zip "-L"' for software license.
This is Zip 3.0 (July 5th 2008), by Info-ZIP.

 unzip
UnZip 6.00 of 20 April 2009, by Info-ZIP. Maintained by C. Spieler. Send
Copy the URL in the command and enter it in to your web browser to open the YAML file for the Stork installation.
4. Copy and paste the entire YAML file into a new file in your text editor.
5. If the cluster you want to add is a private cluster, find the image field and replace openstorage/stork:<version_number> with icr.io/ext/portworx/stork:<version_numer>. To find the latest available version of Stork, see the [Stork releases](https://github.com/libopenstorage/stork/releases).

- --health-monitor-interval=120
- --webhook-controller=false
image: openstore/stork:2.6.2
imagePullPolicy:Always
resources:
requests:
cpu: '0.1'
name: stork
serviceAccountName: stork-account
6. Save the file and run the command to apply the file to your cluster and install Stork.

kubectl apply -f <file_name>.yaml
7. Verify that Stork is successfully installed on your cluster and that all pods are running.

kubectl get deployment -n kube-system | grep stork

Example output

stork 3/3 3 3 7d20h







 Creating a backup with the kmpd command 



1. [Install Px-Backup in your cluster](https://cloud.ibm.com/docs/containers?topic=containers-storage_portworx_backuppx-backup-install).
2. Edit the kdmp-config ConfigMap in the kube-system namespace of your cluster.

kubectl edit cm kdmp-config -n kube-system
3. Add the following parameter to the data section.

BACKUP_TYPE: "Generic"
4.
OS name: "linux", version: "5.15.49-linuxkit", arch: "amd64", family: "unix"

 gradle -version

Welcome to Gradle 7.6!

Here are the highlights of this release:
- Added support for Java 19.
- Introduced --rerun flag for individual task rerun.
- Improved dependency block for test suites to be strongly typed.
- Added a pluggable system for Java toolchains provisioning.

For more details see https://docs.gradle.org/7.6/release-notes.html

------------------------------------------------------------
Gradle 7.6
------------------------------------------------------------

Build time: 2022-11-25 13:35:10 UTC
Revision: daece9dbc5b79370cc8e4fd6fe4b2cd400e150a8

Kotlin: 1.7.10
Groovy: 3.0.13
Ant: Apache Ant(TM) version 1.10.11 compiled on July 10 2021
JVM: 17.0.5 (Eclipse OpenJ9 openj9-0.35.0)
OS: Linux 5.15.49-linuxkit amd64

 oc version
Client Version: 4.12.0
Kustomize Version: v4.5.7

 zip
Copyright (c) 1990-2008 Info-ZIP - Type 'zip "-L"' for software license.
This is Zip 3.0 (July 5th 2008), by Info-ZIP.

 unzip
UnZip 6.00 of 20 April 2009, by Info-ZIP.
Next, your developers can [configure their application pods to exchange the identity token for an IAM token to authenticate requests to IBM Cloud services](https://cloud.ibm.com/docs/containers?topic=containers-pod-iam-identityiam-identity-pod).





 Configure your application pods to authenticate with IBM Cloud services 

As a developer, you can configure your application pods to authenticate with IBM Cloud services in clusters that are linked to an IAM trusted profile set up.

Before you begin:



* [Log in to your account. If applicable, target the appropriate resource group. Set the context for your cluster.](https://cloud.ibm.com/docs/containers?topic=containers-access_cluster)
* Make sure that your account administrator [created an IAM trusted profile for your cluster](https://cloud.ibm.com/docs/containers?topic=containers-pod-iam-identityiam-identity-create-api).



To configure your application pods to authenticate with IBM Cloud services:



1. Design your pod configuration file to use [service account token volume projection](https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/service-account-token-volume-projection).



1. In the containers section, mount the identity token in the volumeMounts section.

...
volumeMounts:
- mountPath: /var/run/secrets/tokens
name: sa-token
2. In the volumes section, set up the service account token volume projection.

Modify the expirationSeconds field to control how long the token is valid for. To retrieve IAM tokens, the service account token expiration must be 1 hour or less.

...
volumes:
- name: sa-token
projected:
sources:
- serviceAccountToken:
path: sa-token
expirationSeconds: 3600
audience: iam
...



2.
- args: ["-c", "apk add tcpdump mtr curl; sleep 1d"]
command: ["/bin/sh"]
image: icr.io/armada-master/alpine:latest
imagePullPolicy: IfNotPresent
name: debug
resources: {}
securityContext:
privileged: true
runAsUser: 0
volumeMounts:
- mountPath: /host
name: host-volume
volumes:
- name: host-volume
hostPath:
path: /
dnsPolicy: ClusterFirst
nodeSelector:
kubernetes.io/hostname: ${NODE}
restartPolicy: Never
securityContext: {}
EOF
Show more
4. Log in to the debug pod. The pod's interactive shell is automatically opened. If the kubectl exec command fails, continue to option 3.

kubectl exec -it debug-${NODE} -- sh

To get logs or other file from a worker node, use the kubectl cp command in the following format. The following example gets the /var/log/messages file from the host file system of the worker node.

oc cp default/debug-${NODE}:/host/var/log/messages ./messages

Get the following logs to look for issues on the worker node.

/var/log/messages
/var/log/kubelet.log
/var/log/crio.log
/var/log/calico/cni/cni.log
5. Run debug commands to help you gather information and troubleshoot issues. Commands that you might use to debug, such as tcpdump, mtr, curl, ip, ifconfig, nc, ping, and ps, are already available in the shell. You can also install other tools, such as dig, by running apk add <tool>. For example, to add dig, run apk add bind-tools.
print("Oh no, error: (error)")
} else {
print("Success: (reply)")
}
})
// or alternatively you can set up a "self contained" button that listens for press events on itself and invokes an action
var whiskButtonSelfContained = WhiskButton(frame: CGRectMake(0,0,20,20))
whiskButtonSelfContained.listenForPressEvents = true
do {
// use qualified name API which requires do/try/catch
try whiskButtonSelfContained.setupWhiskAction("mypackage/helloConsole", credentials: credentialsConfiguration!, hasResult: false, parameters: nil, urlSession: nil)
whiskButtonSelfContained.actionButtonCallback = { reply, error in
if let error = error {
print("Oh no, error: (error)")
} else {
print("Success: (reply)")
}
}
} catch {
print("Error setting up button (error)")
}
Show more
If restarting your pod does not resolve the issue, [reload your worker nodes](https://cloud.ibm.com/docs/containers?topic=containers-kubernetes-service-clics_worker_reload).
3. Verify that you use the latest IBM Cloud and IBM Cloud Kubernetes Service plug-in version.

ibmcloud update

ibmcloud plugin repo-plugins

ibmcloud plugin update







 Verifying that the storage driver and plug-in pods show a status of Running 

Follow the steps to check the status of your storage driver and plug-in pods and review any error messages.



1. List the pods in the kube-system namespace.

kubectl get pods -n kube-system
2. If the storage driver and plug-in pods don't show a Running status, get more details of the pod to find the root cause. Depending on the status of your pod, the following commands might fail.



1. Get the names of the containers that run in the driver pod.

kubectl describe pod <pod_name> -n kube-system
2. Export the logs from the driver pod to a logs.txt file on your local machine.

kubectl logs <pod_name> -n kube-system > logs.txt
3. Review the log file.

cat logs.txt



3. Check the latest logs for any error messages. [Review the Object Storage troubleshooting documentation for steps to resolve common errors](https://cloud.ibm.com/docs/containers?topic=containers-cs_sitemapsitemap_object_storage).







 Checking whether your PVC is successfully provisioned 

Follow the steps to check the status of your PVC and review any error messages.



1. Check the status of your PVC. A PVC is successfully provisioned if the PVC shows a status of Bound.

kubectl get pvc



* If the PVC shows a status of Bound, the PVC is successfully provisioned.

Example output
: Defect fix: Documentation for upgrading the Speech services to new versions of IBM Cloud Pak for Data version 4.0.x included incorrect references in some commands. These references are now correct:



* The strings watsonSpeechToTextStatus and watsonTextToSpeechStatus have been changed to speechStatus in both cases.
* The strings status.watsonSpeechToTextVersion and status.watsonTextToSpeechVersion have been changed to .spec.version in both cases.



For more information, see [Upgrading Watson Text to Speech](https://www.ibm.com/docs/en/cloud-paks/cp-data/4.0?topic=speech-upgrading-watson-text).

Defect fix: Improve SSML and speech synthesis
: Defect fix: The following defects for the Speech Synthesis Markup Language (SSML) and speech synthesis were fixed with this release:



* The pitch attribute of the <prosody> element is now applied to all specified text. Previously, the pitch change was not always applied to the first word of the affected text. Also, the documentation now includes additional guidance about specifying a pitch value. For more information, see [The pitch attribute](https://cloud.ibm.com/docs/text-to-speech?topic=text-to-speech-elementsprosody-pitch).
* Speech synthesis of Japanese text now speaks the audio more slowly. Previously, the synthesized speech was being spoken too quickly. If you find that synthesis of Japanese text is still spoken too quickly for your application, use the rate attribute of the SSML <prosody> element to control the rate of speech. For more information, see [The rate attribute](https://cloud.ibm.com/docs/text-to-speech?topic=text-to-speech-elementsprosody-rate).
* Neural voices now parse the escaped apostrophe character (') properly. Previously, some neural voices were not interpreting the character properly.



Security vulnerability addressed
: The following security vulnerability associated with Apache Log4j has been fixed: