From dee752b61fe3180ddd53943009e66ec11f1b612f Mon Sep 17 00:00:00 2001 From: Kevin Quinn Date: Wed, 5 Feb 2025 15:18:34 +0000 Subject: [PATCH 01/13] TELCODOCS-2198 Docs update for OpenShift AI --- content/patterns/openshift-ai/_index.adoc | 2 +- modules/rhoai-deploying.adoc | 305 ++++++++++++------ .../images/rhoai/rhods-application_menu.png | Bin 28519 -> 29275 bytes static/images/rhoai/rhods-sync-success.png | Bin 216332 -> 91732 bytes 4 files changed, 216 insertions(+), 91 deletions(-) diff --git a/content/patterns/openshift-ai/_index.adoc b/content/patterns/openshift-ai/_index.adoc index 09446d0cd..abf7f7e12 100644 --- a/content/patterns/openshift-ai/_index.adoc +++ b/content/patterns/openshift-ai/_index.adoc @@ -28,5 +28,5 @@ include::modules/rhoai-architecture.adoc[leveloffset=+1] [id="next-steps_rhoai-index"] == Next steps -* link:getting-started[Deploy the Pattern] using Helm. +* link:getting-started[Deploy the Pattern]. diff --git a/modules/rhoai-deploying.adoc b/modules/rhoai-deploying.adoc index 8ec989cf0..3c1ad2c73 100644 --- a/modules/rhoai-deploying.adoc +++ b/modules/rhoai-deploying.adoc @@ -8,130 +8,255 @@ * An OpenShift cluster ** To create an OpenShift cluster, go to the https://console.redhat.com/[Red Hat Hybrid Cloud console]. - ** Select *Services \-> Containers \-> Create cluster*. - ** The cluster must have a dynamic `StorageClass` to provision `PersistentVolumes`. See link:../../multicloud-gitops/mcg-cluster-sizing[sizing your cluster]. -* Optional: A second OpenShift cluster for multicloud demonstration. -//Replaced git and podman prereqs with the tooling dependencies page -* https://validatedpatterns.io/learn/quickstart/[Install the tooling dependencies]. - -The use of this pattern depends on having at least one running Red Hat OpenShift cluster. However, consider creating a cluster for deploying the GitOps management hub assets and a separate cluster for the managed cluster. + ** Select *OpenShift \-> Red Hat OpenShift Container Platform \-> Create cluster*. + ** The cluster must have a dynamic `StorageClass` to provision `PersistentVolumes`. Verify that a dynamic `StorageClass` exists before creating one by running the following command: ++ +[source,terminal] +---- +$ oc get storageclass -o custom-columns=NAME:.metadata.name,PROVISIONER:.provisioner,DEFAULT:.metadata.annotations."storageclass\.kubernetes\.io/is-default-class" +---- ++ +.Example output ++ +[source,terminal] +---- +NAME PROVISIONER DEFAULT +gp2-csi ebs.csi.aws.com +gp3-csi ebs.csi.aws.com true +---- ++ +For more information about creating a dynamic `StorageClass`, see the https://docs.openshift.com/container-platform/latest/storage/dynamic-provisioning.html[Dynamic provisioning] documentation. -If you do not have a running Red Hat OpenShift cluster, you can start one on a -public or private cloud by using https://console.redhat.com/openshift/create[Red Hat Hybrid Cloud Console]. .Procedure -. Fork the https://github.com/validatedpatterns-sandbox/openshift-ai[openshift-ai] repository on GitHub. -. Clone the forked copy of this repository. -+ -[source,terminal] ----- -git clone git@github.com:your-username/openshift-ai.git ----- - -//. Create a local copy of the secret values file that can safely include credentials. Run the following commands: -//+ -//[source,terminal] -//---- -//cp values-secret.yaml.template ~/values-secret-travelops.yaml -//---- -//+ -//[source,yaml] -//---- -//version: "2.0" -//# Ideally you NEVER COMMIT THESE VALUES TO GIT (although if all passwords are -//# automatically generated inside the vault this should not really matter) -// -//secrets: -// - name: mysql-credentials -// vaultPrefixes: -// - global -// fields: -// - name: rootpasswd -// onMissingValue: generate -// vaultPolicy: validatedPatternDefaultPolicy -// -//# Uncomment the following if you want to enable HTPasswd oAuth -//# - name: htpasswd -//# vaultPrefixes: -//# - global -//# fields: -//# - name: htpasswd -//# path: '/path/to/users.htpasswd' -//---- -//+ -//[WARNING] -//==== -//Do not commit this file. You do not want to push personal credentials to GitHub. If you do not want to customize the secrets, these steps are not needed. The framework generates a random password for the config-demo application. -//==== -// -. If you want a peak under the covers to see what the pattern contains, you can do so with the following command: -+ -[source,terminal] ----- -cat values-hub.yaml ----- - -But don't worry if it looks intimidating. - -. Deploy the pattern by running `./pattern.sh make install` or by using the link:/infrastructure/using-validated-pattern-operator/[Validated Patterns Operator]. +. From the https://github.com/validatedpatterns-sandbox/openshift-ai[openshift-ai] repository on GitHub click the Fork button. -[id="deploying-cluster-using-patternsh-file"] -== Deploying the cluster by using the pattern.sh file +. Clone the forked copy of this repository by running the following command. ++ +[source,terminal] +---- +$ git clone git@github.com:/openshift-ai.git +---- -To deploy the cluster by using the `pattern.sh` file, complete the following steps: +. Navigate to your repository: Ensure you are in the root directory of your Git repository by using: ++ +[source,terminal] +---- +$ cd /path/to/your/repository +---- + +. Run the following command to set the upstream repository: ++ +[source,terminal] +---- +$ git remote add -f upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git +---- -. Login to your cluster by running the following command: +. Verify the setup of your remote repositories by running the following command: + [source,terminal] ---- - oc login +$ git remote -v ---- + -Optional: Set the `KUBECONFIG` variable for the `kubeconfig` file path: +.Example output + [source,terminal] ---- - export KUBECONFIG=~/ +origin git@github.com:/openshift-ai.git (fetch) +origin git@github.com:/openshift-ai.git (push) +upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git (fetch) +upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git (push) ---- -. Deploy the pattern to your cluster. Run the following command: +. Create a local copy of the secret values file that can safely include credentials. Run the following commands: + [source,terminal] ---- - ./pattern.sh make install +$ cp values-secret.yaml.template ~/values-secret-openshift-ai.yaml ---- ++ +[NOTE] +==== +Putting the `values-secret.yaml` in your home directory ensures that it does not get pushed to your git repository. It is based on the `values-secrets.yaml.template` file provided by the pattern in the top level directory. When you create your own patterns you will add your secrets to this file and save. +==== -[id="verify-rhoai-pattern-install"] -== Verify Red Hat OpenShift AI Pattern installation +. Create a new feature branch, for example `my-branch` from the `rhoai` branch for your content: ++ +[source,terminal] +---- +$ git checkout -b my-branch rhoai +---- -. Verify that the Operators have been installed. - .. To verify, in the OpenShift Container Platform web console, navigate to *Operators → Installed Operators* page. - .. Set your project to `All Projects` and verify the operators are isntalled and have a status of `Succeeded`. -. Verify that all applications are synchronized. Under the project `openshift-ai-hub` click the URL for the `hub` gitops `server`. +. Create a local branch and push it to origin to gain the flexibility needed to customize the OpenShift AI pattern by running the following command: + -image::rhoai/rhods-sync-success.png[ArgoCD Applications,link="/images/rhoai/rhods-sync-success.png"] +[source,terminal] +---- +$ git push origin my-branch +---- + +You can proceed to install the OpenShift AI pattern by using the web console or from command line by using the script `./pattern.sh` script. + +To install the OpenShift AI pattern by using the web console you must first install the Validated Patterns Operator. The Validated Patterns Operator installs and manages Validated Patterns. + +//Include Procedure module here +[id="installing-validated-patterns-operator_{context}"] +== Installing the {validated-patterns-op} using the web console + +.Prerequisites +* Access to an {ocp} cluster by using an account with `cluster-admin` permissions. + +.Procedure +. Navigate in the {hybrid-console-first} to the *Operators* → *OperatorHub* page. + +. Scroll or type a keyword into the *Filter by keyword* box to find the Operator you want. For example, type `validated patterns` to find the {validated-patterns-op}. + +. Select the Operator to display additional information. + -As part of this pattern, HashiCorp Vault has been installed. Refer to the section on https://validatedpatterns.io/secrets/vault/[Vault]. +[NOTE] +==== +Choosing a Community Operator warns that Red Hat does not certify Community Operators; you must acknowledge the warning before continuing. +==== +. Read the information about the Operator and click *Install*. -[id="verify-rhoai-dashboards"] -== Verify installation by checking the OpenShift AI Dashboard +. On the *Install Operator* page: + +.. Select an *Update channel* (if more than one is available). + +.. Select a *Version* (if more than one is available). + +.. Select an *Installation mode*: ++ +The only supported mode for this Operator is *All namespaces on the cluster (default)*. This installs the Operator in the default `openshift-operators` namespace to watch and be made available to all namespaces in the cluster. This option is not always available. + +.. Select *Automatic* or *Manual* approval strategy. + +. Click *Install* to make the Operator available to the default `openshift-operators` namespace on this {ocp} cluster. + +.Verification +To confirm that the installation is successful: + +. Navigate to the *Operators* → *Installed Operators* page. + +. Check that the Operator is installed in the selected namespace and its status is `Succeeded`. + +//Include Procedure module here +[id="create-pattern-instance_{context}"] +== Creating the OpenShift AI instance -. Access the OpenShift AI dashboard +.Prerequisites +The {validated-patterns-op} is successfully installed in the relevant namespace. + +.Procedure + +. Navigate to the *Operators* → *Installed Operators* page. +. Click the installed *{validated-patterns-op}*. + +. Under the *Details* tab, in the *Provided APIs* section, in the +*Pattern* box, click *Create instance* that displays the *Create Pattern* page. + +. On the *Create Pattern* page, select *Form view* and enter information in the following fields: + +** *Name* - A name for the pattern deployment that is used in the projects that you created. +** *Labels* - Apply any other labels you might need for deploying this pattern. +** *Cluster Group Name* - Select a cluster group name to identify the type of cluster where this pattern is being deployed. For example, if you are deploying the {ie-pattern}, the cluster group name is `datacenter`. If you are deploying the {mcg-pattern}, the cluster group name is `hub`. ++ +To know the cluster group name for the patterns that you want to deploy, check the relevant pattern-specific requirements. +. Expand the *Git Config* section to reveal the options and enter the required information. +. Leave *In Cluster Git Server* unchanged. +.. Change the *Target Repo* URL to your forked repository URL. For example, change `https://github.com/validatedpatterns/` to `https://github.com//` +.. Optional: You might need to change the *Target Revision* field. The default value is `HEAD`. However, you can also provide a value for a branch, tag, or commit that you want to deploy. For example, `v2.1`, `main`, or a branch that you created, `my-branch`. +. Click *Create*. + -[source, terminal] +[NOTE] +==== +A pop-up error with the message "Oh no! Something went wrong." might appear during the process. This error can be safely disregarded as it does not impact the installation of the OpenShift AI pattern. Use the Hub ArgoCD UI, accessible through the nines menu, to check the status of ArgoCD instances, which will display states such as progressing, healthy, and so on, for each managed application. The Cluster ArgoCD provides detailed status on each application, as defined in the clustergroup values file. +==== + +The *{rh-gitops} Operator* displays in list of *Installed Operators*. The *{rh-gitops} Operator* installs the remaining assets and artifacts for this pattern. To view the installation of these assets and artifacts, such as *{rh-rhacm-first}*, ensure that you switch to *Project:All Projects*. + +Wait some time for everything to deploy. You can track the progress through the `Hub ArgoCD` UI from the nines menu. The `config-demo` project appears stuck in a `Degraded` state. This is the expected behavior when installing using the OpenShift Container Platform console. + +* To resolve this you need to run the following to load the secrets into the vault: ++ +[source,terminal] ---- -RHODS=https://$(oc get route -n redhat-ods-applications -o jsonpath='{.spec.host}') -echo ${RHODS} +$ ./pattern.sh make load-secrets ---- ++ +[NOTE] +==== +You must have created a local copy of the secret values file by running the following command: -You can also get to the dashboard from the OpenShift Console by selecting the application shortcut icon and then selecting the link for Red Hat OpenShift Ai +[source,terminal] +---- +$ cp values-secret.yaml.template ~/values-secret-openshift-ai.yaml +---- +==== -image:rhoai/rhods-application_menu.png[Application ShortCut,link="/images/rhoai/rhods-application_menu.png"] +The deployment will not take long but it should deploy successfully. + +Alternatively you can deploy the OpenShift AI pattern by using the command line script `pattern.sh`. + +[id="deploying-cluster-using-patternsh-file"] +== Deploying the cluster by using the pattern.sh script + +To deploy the cluster by using the `pattern.sh` script, complete the following steps: -Log in to the Dashboard using your OpenShift credentials. You will find an environment that is ready for further configuration. This pattern provides the fundamental platform pieces to support MLOps workflows. The installation of OpenShift Pipelines enables the immediate use of pipelines if that is the desired approach for deployment. +. Navigate to the root directory of the cloned repository by running the following command: ++ +[source,terminal] +---- +$ cd /path/to/your/repository +---- -image:rhoai/rhods-ai_dashboard.png[OpenShift AI Dashboard,link="/images/rhoai/rhods-ai_dashboard.png"] +. Log in to your cluster by running the following this procedure: + +.. Obtain an API token by visiting https://oauth-openshift.apps../oauth/token/request + +.. Log in with this retrieved token by running the following command: ++ +[source,terminal] +---- +$ oc login --token= --server=https://api..:6443 +---- + +. Alternatively log in by running the following command: ++ +[source,terminal] +---- +$ export KUBECONFIG=~/ +---- + +. Deploy the pattern to your cluster by running the following command: ++ +[source,terminal] +---- +$ ./pattern.sh make install +---- + +. Verify that the Operators have been installed. + .. To verify, in the OpenShift Container Platform web console, navigate to *Operators → Installed Operators* page. + .. Check that *{rh-gitops} Operator* is installed in the `openshift-operators` namespace and its status is `Succeeded`. +. Verify that all applications are synchronized. Under *Networking \-> Routes* select the *Location URL* associated with the *hub-gitops-server* . All application are report status as `Synched`. ++ +image::rhoai/rhods-sync-success.png[ArgoCD Applications,link="/images/rhoai/rhods-sync-success.png"] + +As part of installing by using the script `pattern.sh` pattern, HashiCorp Vault is installed. Running `./pattern.sh make install` also calls the `load-secrets` makefile target. This `load-secrets` target looks for a YAML file describing the secrets to be loaded into vault and in case it cannot find one it will use the `values-secret.yaml.template` file in the git repository to try to generate random secrets. + +For more information, see section on https://validatedpatterns.io/secrets/vault/[Vault]. + +[id="verify-rhoai-dashboards"] +== Verify installation by checking the OpenShift AI Dashboard + +. Access the OpenShift AI dashboard from nines menu on the OpenShift Console and select the link for **Red Hat OpenShift AI**. ++ +image:rhoai/rhods-application_menu.png[Application ShortCut,link="/images/rhoai/rhods-application_menu.png"] + +. Log in to the dashboard using your OpenShift credentials. You will find an environment that is ready for further configuration. This pattern provides the fundamental platform pieces to support MLOps workflows. 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zbGI)gG92*s-R+Tu$cU`ry$Unrv&bn%ZX1C59e~5}+4J7Mu!arC-@v#O!Ex=!ZIK!FZAg2B zivIUAUQ09CO?ij)QqhDPfJ6{pe!s9O04X#?KI`k~Y~I6aECBU?VW@y?9K@fr#Sj55 zBk~6@V>3?tTJIZszjGS@y1h`_%lm;XHmHF&)6I&D;`0K4>9;_Zo_53hi_-5+=7}Gz zv?k=-rR5me+kaHqar@f{bp}{tZA;5<;NfRwP;YU`d*X$SRW+|Ii8KL0qOE(`BRrjF zQBtE=hUf7qKY^QNy8Op#0hyWF+eZUKilGtQK#IA0IxCpJ$=nkR74p8mj9GQ;McMWm zf5DG0NLCc{9uVN%@BawC3BE2za@9h_%jGF&^8ellH~Ww48#55k+=?uZ@xX1u4}N Date: Mon, 10 Feb 2025 15:18:26 +0000 Subject: [PATCH 08/13] Updating based on peer review 2 --- .../rag-llm-gitops/getting-started.md | 8 ++--- modules/rhoai-demo-app.adoc | 26 ++++++++++------ modules/rhoai-deploying.adoc | 29 ++++++++++++++++-- static/images/rhoai/git-clone-button.png | Bin 0 -> 13612 bytes 4 files changed, 47 insertions(+), 16 deletions(-) create mode 100644 static/images/rhoai/git-clone-button.png diff --git a/content/patterns/rag-llm-gitops/getting-started.md b/content/patterns/rag-llm-gitops/getting-started.md index 137c79680..799cd5d31 100644 --- a/content/patterns/rag-llm-gitops/getting-started.md +++ b/content/patterns/rag-llm-gitops/getting-started.md @@ -12,13 +12,13 @@ aliases: /rag-llm-gitops/getting-started/ ## Procedure -1. Create the installation configuration file using the steps described in [Creating the installation configuration file](https://docs.openshift.com/container-platform/4.17/installing/installing_aws/ipi/installing-aws-customizations.html#installation-initializing_installing-aws-customizations). +1. Create the installation configuration file using the steps described in [Creating the installation configuration file](https://docs.openshift.com/container-platform/latest/installing/installing_aws/ipi/installing-aws-customizations.html#installation-initializing_installing-aws-customizations). > **Note:** > Supported regions are `us-east-1` `us-east-2` `us-west-1` `us-west-2` `ca-central-1` `sa-east-1` `eu-west-1` `eu-west-2` `eu-west-3` `eu-central-1` `eu-north-1` `ap-northeast-1` `ap-northeast-2` `ap-northeast-3` `ap-southeast-1` `ap-southeast-2` and `ap-south-1`. For more information about installing on AWS see, [Installation methods](https://docs.openshift.com/container-platform/latest/installing/installing_aws/preparing-to-install-on-aws.html). > -2. Customize the generated `install-config.yaml` creating one control plane node with instance type `m5a.2xlarge` and 3 worker nodes with instance type `p3.2xlarge`. A sample YAML file is shown here: +2. Customize the generated `install-config.yaml` creating one control plane node with instance type `m5.2xlarge` and 3 worker nodes with instance type `m5.2xlarge`. A sample YAML file is shown here: ```yaml additionalTrustBundlePolicy: Proxyonly apiVersion: v1 @@ -29,7 +29,7 @@ aliases: /rag-llm-gitops/getting-started/ name: worker platform: aws: - type: p3.2xlarge + type: m5.2xlarge replicas: 3 controlPlane: architecture: amd64 @@ -37,7 +37,7 @@ aliases: /rag-llm-gitops/getting-started/ name: master platform: aws: - type: m5a.2xlarge + type: m5.2xlarge replicas: 1 metadata: creationTimestamp: null diff --git a/modules/rhoai-demo-app.adoc b/modules/rhoai-demo-app.adoc index b92399564..2e8539294 100644 --- a/modules/rhoai-demo-app.adoc +++ b/modules/rhoai-demo-app.adoc @@ -18,11 +18,11 @@ In this demo, you will configure a Jupyter notebook server using a specified ima . Click *Create project* -.. Enter a name for the project in the *Name* field and click *Create*. +.. Enter a name for the project for example `my-first-ai-project` in the *Name* field and click *Create*. . Click on *Create a workbench*. Now you are ready to move to the next step to define the workbench. -.. Give the *workbench* a name. +.. Enter a name for the workbench. .. Select the *Notebook image* from the *image selection* dropdown as *Standard Data Science*. @@ -32,7 +32,7 @@ In this demo, you will configure a Jupyter notebook server using a specified ima .. Set the *persistent storage size* to 10 Gi. -.. Click the *Create workbench* button at the bottom of the page. +.. Click the *Create workbench* button at the bottom left of the page. + After successful implementation, the status of the workbench turns to *Running* @@ -45,6 +45,8 @@ After successful implementation, the status of the workbench turns to *Running* The Jupyter Notebook provides functionality to fetch or clone existing GitHub repositories, similar to any other standard IDE. Therefore, in this section, you will clone an existing simple AI/ML code into the notebook using the following instructions. . From the top, click on the *Git clone* icon. ++ +image::rhoai/git-clone-button.png[Git clone button] . In the popup window enter the URL of the GitHub repository in the *Git Repository URL* field: + @@ -53,11 +55,11 @@ The Jupyter Notebook provides functionality to fetch or clone existing GitHub re https://github.com/redhat-developer-demos/openshift-ai.git ---- -. Click the Clone button. +. Click the *Clone* button. -. After fetching the github repository, the project will appear in the directory section on the left side of the notebook. +. After fetching the github repository, the project will appear in the directory section on the left side of the notebook. -. Expand the */openshift-ai/first-app/* directory. +. Expand the */openshift-ai/1_First-app/* directory. . Open the *openshift-ai-test.ipynb* file. + @@ -65,11 +67,11 @@ You will be presented with the view of a Jupyter Notebook. ## Running code in a Jupyter notebook -In the previous section, you imported and opened the notebook. To run the code within the notebook, you start by clicking the *Run* icon located at the top of the interface. This action initiates the execution of the code in the currently selected cell. +In the previous section, you imported and opened the notebook. To run the code within the notebook, you start by clicking the *Run* icon located at the top of the interface. This action initiates the execution of the code in the currently selected cell. After you click *Run*, you will notice that the notebook automatically moves to the next cell. This is part of the design of Jupyter Notebooks, where scripts or code snippets are divided into multiple cells. Each cell can be run independently, allowing you to test specific sections of code in isolation. This structure greatly aids in both developing complex code incrementally and debugging it more effectively, as you can pinpoint errors and test solutions cell by cell. -For instance, as shown in Figure 15, after executing a cell, you can immediately see the output just below it. This immediate feedback loop is invaluable for iterative testing and refining of code. +After executing a cell, you can immediately see the output just below it. This immediate feedback loop is invaluable for iterative testing and refining of code. [id="interactive-classification-project"] == Performing an interactive classification with Jupyter notebook @@ -78,15 +80,19 @@ In this section, you will perform an interactive classification using a Jupyter .Procedure +. Click the *Red Hat OpenShift AI* from the nines menu on the OpenShift Console. + +. Click *Log in with OpenShift* + . Click on the *Data Science Projects* tab. . Click *Create project* -.. Enter a name for the project in the *Name* field and click *Create*. +.. Enter a name for the project for example ¬my-classification-project` in the *Name* field and click *Create*. . Click on *Create a workbench*. Now you are ready to move to the next step to define the workbench. -.. Give the *workbench* a name for example *interactive_classification*. +.. Give the workbench a name for example *interactive-classification*. .. Select the *Notebook image* from the *image selection* dropdown as *TensorFlow*. diff --git a/modules/rhoai-deploying.adoc b/modules/rhoai-deploying.adoc index 6457a1ee9..f463e3d9f 100644 --- a/modules/rhoai-deploying.adoc +++ b/modules/rhoai-deploying.adoc @@ -181,9 +181,34 @@ A pop-up error with the message "Oh no! Something went wrong." might appear duri The *{rh-gitops} Operator* displays in list of *Installed Operators*. The *{rh-gitops} Operator* installs the remaining assets and artifacts for this pattern. To view the installation of these assets and artifacts, such as *{rh-rhacm-first}*, ensure that you switch to *Project:All Projects*. -Wait some time for everything to deploy. You can track the progress through the `Hub ArgoCD` UI from the nines menu. The `config-demo` project appears stuck in a `Degraded` state. This is the expected behavior when installing using the OpenShift Container Platform console. +Wait some time for everything to deploy. You can track the progress through the `Hub ArgoCD` UI from the nines menu. -* To resolve this you need to run the following to load the secrets into the vault: +. Navigate to the root directory of the cloned repository by running the following command: ++ +[source,terminal] +---- +$ cd /path/to/your/repository +---- + +. Log in to your cluster by running the following this procedure: + +.. Obtain an API token by visiting https://oauth-openshift.apps../oauth/token/request + +.. Log in with this retrieved token by running the following command: ++ +[source,terminal] +---- +$ oc login --token= --server=https://api..:6443 +---- + +. 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++++++++++++++++++++++++++++-------- modules/rhoai-deploying.adoc | 4 +--- 2 files changed, 33 insertions(+), 11 deletions(-) diff --git a/modules/rhoai-demo-app.adoc b/modules/rhoai-demo-app.adoc index 2e8539294..6673e786d 100644 --- a/modules/rhoai-demo-app.adoc +++ b/modules/rhoai-demo-app.adoc @@ -88,7 +88,7 @@ In this section, you will perform an interactive classification using a Jupyter . Click *Create project* -.. Enter a name for the project for example ¬my-classification-project` in the *Name* field and click *Create*. +.. Enter a name for the project for example `my-classification-project` in the *Name* field and click *Create*. . Click on *Create a workbench*. Now you are ready to move to the next step to define the workbench. @@ -126,9 +126,9 @@ Simplify data preparation in AI projects by automating the fetching of datasets . Clone the Interactive Image Classification Project from the GitHub repository using the following instructions: -.. At the top of the JupyterLab interface, click on the "Git Clone" icon. +.. At the top of the JupyterLab interface, click on the *Git Clone* icon. -.. In the popup window, enter the URL of the GitHub repository in the "Git Repository URL" field: +.. In the popup window, enter the URL of the GitHub repository in the *Git Repository URL* field: + [source,text] ---- @@ -141,16 +141,40 @@ https://github.com/redhat-developer-demos/openshift-ai.git . Open the Python Notebook in the JupyterLab Interface. + -The JupyterLab interface is presented after uploading `kaggle.json` and cloning the `openshift-ai``repository shown the file browser on the left with 'openshift-ai' and '.kaggle.json +The JupyterLab interface is presented after uploading `kaggle.json` and cloning the `openshift-ai` repository shown the file browser on the left with `openshift-ai` and ``.kaggle.json`.` -. Open `Interactive_Image_Classification_Notebook.ipynb`` in the `openshift-ai` directory and run the notebook, The notebook contains all necessary instructions and is self-documented. +. Open `Interactive_Image_Classification_Notebook.ipynb` in the `openshift-ai` directory and run the notebook, the notebook contains all necessary instructions and is self-documented. . Run the cells in the Python Notebook as follows: .. Start by executing each cell in order by pressing the play button or using the keyboard shortcut "Shift + Enter" -.. Once you run the cell in Step 4, you should see an output as shown in Figure 12 below. +.. Once you run the cell in Step 4, you should see an output as shown in the following screenshot. ++ +image::rhoai/predict-step4.png[Interactive Real-Time Data Streaming and Visualization] + +.. Running the cell in Step 5, produces an output of two images, one of a cat and one of a dog, with their respective predictions labeled as "Cat" and "Dog". + +.. Once the code in the cell is executed in Step 6, a predict button will appear as shown in screenshot below. The interactive session will display images with their predicted labels in real-time as the user clicks the "Predict" button. This dynamic interaction helps in understanding how well the model performs across a random set of images and provides insights into potential improvements for model training. ++ +image::rhoai/predict.png[Interactive Real-Time Image Prediction with Widgets] -.. Running the cell in Step 5, produces an output of two images, one of a cat and one of a dog, with their respective predictions labeled as "Cat" and "Dog". as shown in Figure 14 below. +## Addressing misclassification in your AI Model + +Misclassification in machine learning models can significantly hinder your model's accuracy and reliability. To combat this, it's crucial to verify dataset balance, align preprocessing methods, and tweak model parameters. These steps are essential for ensuring that your model not only learns well, but also generalizes well, to new, unseen data. + +. Adjust the Number of epochs to optimize training speed ++ +Changing the number of *epochs* can help you find the sweet spot where your model learns enough to perform well without overfitting. This is crucial for building a robust model that performs consistently. -.. Once the code in the cell is executed in Step 6, a predict button will appear as shown in Figure 15 above. The interactive session will display images with their predicted labels in real-time as the user clicks the "Predict" button. This dynamic interaction helps in understanding how well the model performs across a random set of images and provides insights into potential improvements for model training. \ No newline at end of file +. Try different values for steps per epoch. ++ +Modifying *steps_per_epoch* affects how many batches of samples are used in one epoch. This can influence the granularity of the model updates and can help in dealing with imbalanced datasets or overfitting. + +For example make these modifications in your Notebook or another Python environment as part of *Step 3: Build and Train the Model*: + +[source,text] +---- +# Adjust the number of epochs and steps per epoch +model.fit(train_generator, steps_per_epoch=100, epochs=10) +---- diff --git a/modules/rhoai-deploying.adoc b/modules/rhoai-deploying.adoc index f463e3d9f..a5dd9ad79 100644 --- a/modules/rhoai-deploying.adoc +++ b/modules/rhoai-deploying.adoc @@ -170,7 +170,7 @@ The {validated-patterns-op} is successfully installed in the relevant namespace. To know the cluster group name for the patterns that you want to deploy, check the relevant pattern-specific requirements. . Expand the *Git Config* section to reveal the options and enter the required information. . Leave *In Cluster Git Server* unchanged. -.. Change the *Target Repo* URL to your forked repository URL. For example, change `https://github.com/validatedpatterns/` to `https://github.com//` +.. Change the *Target Repo* URL to your forked repository URL. For example, change https://github.com/validatedpatterns/ to https://github.com//. .. Optional: You might need to change the *Target Revision* field. The default value is `HEAD`. However, you can also provide a value for a branch, tag, or commit that you want to deploy. For example, `v2.1`, `main`, or a branch that you created, `my-branch`. . Click *Create*. + @@ -225,8 +225,6 @@ $ cp values-secret.yaml.template ~/values-secret-openshift-ai.yaml ---- ==== -The deployment will not take long but it should deploy successfully. - Alternatively you can deploy the OpenShift AI pattern by using the command line script `pattern.sh`. 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09:49:39 +0000 Subject: [PATCH 11/13] Test --- modules/rhoai-demo-app.adoc | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/rhoai-demo-app.adoc b/modules/rhoai-demo-app.adoc index 6673e786d..27998da42 100644 --- a/modules/rhoai-demo-app.adoc +++ b/modules/rhoai-demo-app.adoc @@ -4,7 +4,7 @@ [id="creating-data-science-project"] = AI Demos -== First AI demo +== First AI demo test In this demo, you will configure a Jupyter notebook server using a specified image within a Data Science project, customizing it to meet your specific requirements. From 7c40f2711d7e9f9063d75b0122ed363c9628268c Mon Sep 17 00:00:00 2001 From: Kevin Quinn Date: Wed, 12 Feb 2025 10:31:14 +0000 Subject: [PATCH 12/13] tidying up --- modules/rhoai-demo-app.adoc | 8 ++++---- modules/rhoai-deploying.adoc | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/modules/rhoai-demo-app.adoc b/modules/rhoai-demo-app.adoc index 27998da42..4301ad086 100644 --- a/modules/rhoai-demo-app.adoc +++ b/modules/rhoai-demo-app.adoc @@ -4,7 +4,7 @@ [id="creating-data-science-project"] = AI Demos -== First AI demo test +== First AI demo In this demo, you will configure a Jupyter notebook server using a specified image within a Data Science project, customizing it to meet your specific requirements. @@ -141,7 +141,7 @@ https://github.com/redhat-developer-demos/openshift-ai.git . Open the Python Notebook in the JupyterLab Interface. + -The JupyterLab interface is presented after uploading `kaggle.json` and cloning the `openshift-ai` repository shown the file browser on the left with `openshift-ai` and ``.kaggle.json`.` +The JupyterLab interface is presented after uploading `kaggle.json` and cloning the `openshift-ai` repository shown the file browser on the left with `openshift-ai` and `.kaggle.json`. . Open `Interactive_Image_Classification_Notebook.ipynb` in the `openshift-ai` directory and run the notebook, the notebook contains all necessary instructions and is self-documented. @@ -155,7 +155,7 @@ image::rhoai/predict-step4.png[Interactive Real-Time Data Streaming and Visualiz .. Running the cell in Step 5, produces an output of two images, one of a cat and one of a dog, with their respective predictions labeled as "Cat" and "Dog". -.. Once the code in the cell is executed in Step 6, a predict button will appear as shown in screenshot below. The interactive session will display images with their predicted labels in real-time as the user clicks the "Predict" button. This dynamic interaction helps in understanding how well the model performs across a random set of images and provides insights into potential improvements for model training. +.. Once the code in the cell is executed in Step 6, a predict button will appear as shown in screenshot below. The interactive session displays images with their predicted labels in real-time as the user clicks the *Predict* button. This dynamic interaction helps in understanding how well the model performs across a random set of images and provides insights into potential improvements for model training. + image::rhoai/predict.png[Interactive Real-Time Image Prediction with Widgets] @@ -171,7 +171,7 @@ Changing the number of *epochs* can help you find the sweet spot where your mode + Modifying *steps_per_epoch* affects how many batches of samples are used in one epoch. This can influence the granularity of the model updates and can help in dealing with imbalanced datasets or overfitting. -For example make these modifications in your Notebook or another Python environment as part of *Step 3: Build and Train the Model*: +For example make these modifications in your notebook or another Python environment as part of *Step 3: Build and Train the Model*: [source,text] ---- diff --git a/modules/rhoai-deploying.adoc b/modules/rhoai-deploying.adoc index a5dd9ad79..20caabdbb 100644 --- a/modules/rhoai-deploying.adoc +++ b/modules/rhoai-deploying.adoc @@ -208,7 +208,7 @@ $ oc login --token= --server=https://api.. ---- -* Run the following to load the secrets into the vault: +. Run the following to load the secrets into the vault: + [source,terminal] ---- From 656b4dc53c1d2cec2dff53e51090982863331ad1 Mon Sep 17 00:00:00 2001 From: Kevin Quinn Date: Fri, 14 Feb 2025 16:42:01 +0000 Subject: [PATCH 13/13] Adding peer review feedback --- modules/rhoai-demo-app.adoc | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/modules/rhoai-demo-app.adoc b/modules/rhoai-demo-app.adoc index 4301ad086..e6476adda 100644 --- a/modules/rhoai-demo-app.adoc +++ b/modules/rhoai-demo-app.adoc @@ -57,7 +57,7 @@ https://github.com/redhat-developer-demos/openshift-ai.git . Click the *Clone* button. -. After fetching the github repository, the project will appear in the directory section on the left side of the notebook. +. After fetching the github repository, the project appears in the directory section on the left side of the notebook. . Expand the */openshift-ai/1_First-app/* directory. @@ -67,9 +67,9 @@ You will be presented with the view of a Jupyter Notebook. ## Running code in a Jupyter notebook -In the previous section, you imported and opened the notebook. To run the code within the notebook, you start by clicking the *Run* icon located at the top of the interface. This action initiates the execution of the code in the currently selected cell. +In the previous section, you imported and opened the notebook. To run the code within the notebook, click the *Run* icon located at the top of the interface. -After you click *Run*, you will notice that the notebook automatically moves to the next cell. This is part of the design of Jupyter Notebooks, where scripts or code snippets are divided into multiple cells. Each cell can be run independently, allowing you to test specific sections of code in isolation. This structure greatly aids in both developing complex code incrementally and debugging it more effectively, as you can pinpoint errors and test solutions cell by cell. +After clicking *Run*, the notebook automatically moves to the next cell. This is part of the design of Jupyter Notebooks, where scripts or code snippets are divided into multiple cells. Each cell can be run independently, allowing you to test specific sections of code in isolation. This structure greatly aids in both developing complex code incrementally and debugging it more effectively, as you can pinpoint errors and test solutions cell by cell. After executing a cell, you can immediately see the output just below it. This immediate feedback loop is invaluable for iterative testing and refining of code. @@ -155,7 +155,7 @@ image::rhoai/predict-step4.png[Interactive Real-Time Data Streaming and Visualiz .. Running the cell in Step 5, produces an output of two images, one of a cat and one of a dog, with their respective predictions labeled as "Cat" and "Dog". -.. Once the code in the cell is executed in Step 6, a predict button will appear as shown in screenshot below. The interactive session displays images with their predicted labels in real-time as the user clicks the *Predict* button. This dynamic interaction helps in understanding how well the model performs across a random set of images and provides insights into potential improvements for model training. +.. Once the code in the cell is executed in Step 6, a predict button appears as shown in screenshot below. The interactive session displays images with their predicted labels in real-time as the user clicks the *Predict* button. This dynamic interaction helps in understanding how well the model performs across a random set of images and provides insights into potential improvements for model training. + image::rhoai/predict.png[Interactive Real-Time Image Prediction with Widgets] @@ -178,3 +178,8 @@ For example make these modifications in your notebook or another Python environm # Adjust the number of epochs and steps per epoch model.fit(train_generator, steps_per_epoch=100, epochs=10) ---- + +[role="_additional-resources"] +.Additional resources + +* link:https://developers.redhat.com/learn/openshift-ai[Red Hat OpenShift AI learning] \ No newline at end of file

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100644 content/patterns/openshift-ai/cluster-sizing.adoc diff --git a/content/patterns/openshift-ai/cluster-sizing.adoc b/content/patterns/openshift-ai/cluster-sizing.adoc new file mode 100644 index 000000000..e4e43b6ae --- /dev/null +++ b/content/patterns/openshift-ai/cluster-sizing.adoc @@ -0,0 +1,14 @@ +--- +title: Cluster sizing +weight: 50 +aliases: /openshift-ai/openshift-ai-cluster-sizing/ +--- + +:toc: +:imagesdir: /images +:_content-type: ASSEMBLY + +include::modules/comm-attributes.adoc[] +include::modules/openshift-ai/metadata-openshift-ai.adoc[] + +include::modules/cluster-sizing-template.adoc[] From 3d193db85de360045c5c11a9f0e777dd9f5c4a35 Mon Sep 17 00:00:00 2001 From: Kevin Quinn Date: Fri, 7 Feb 2025 10:31:00 +0000 Subject: [PATCH 03/13] Adding TEST to trigger build --- modules/rhoai-deploying.adoc | 2 ++ 1 file changed, 2 insertions(+) diff --git a/modules/rhoai-deploying.adoc b/modules/rhoai-deploying.adoc index 3c1ad2c73..6457a1ee9 100644 --- a/modules/rhoai-deploying.adoc +++ b/modules/rhoai-deploying.adoc @@ -4,6 +4,8 @@ [id="deploying-rhoai-pattern"] = Deploying the Red Hat OpenShift AI Pattern +TEST + .Prerequisites * An OpenShift cluster From 2488120d9d29903a04f39a7dc35f9ae6401d57a6 Mon Sep 17 00:00:00 2001 From: Kevin Quinn Date: Fri, 7 Feb 2025 13:45:13 +0000 Subject: [PATCH 04/13] Adding an demo application 2 --- .../patterns/openshift-ai/ai-demo-app.adoc | 12 + modules/rhoai-demo-app.adoc | 272 ++++++++++++++++++ static/images/rhoai/my-first-workbench.png | Bin 0 -> 50223 bytes 3 files changed, 284 insertions(+) create mode 100644 content/patterns/openshift-ai/ai-demo-app.adoc create mode 100644 modules/rhoai-demo-app.adoc create mode 100644 static/images/rhoai/my-first-workbench.png diff --git a/content/patterns/openshift-ai/ai-demo-app.adoc b/content/patterns/openshift-ai/ai-demo-app.adoc new file mode 100644 index 000000000..4c4aca257 --- /dev/null +++ b/content/patterns/openshift-ai/ai-demo-app.adoc @@ -0,0 +1,12 @@ +--- +title: AI Demo +weight: 20 +aliases: /rhoai/ai-demo/ +--- + +:toc: +:imagesdir: /images +:_content-type: ASSEMBLY +include::modules/comm-attributes.adoc[] + +include::modules/rhoai-demo-app.adoc[leveloffset=1] diff --git a/modules/rhoai-demo-app.adoc b/modules/rhoai-demo-app.adoc new file mode 100644 index 000000000..39d882938 --- /dev/null +++ b/modules/rhoai-demo-app.adoc @@ -0,0 +1,272 @@ +:_content-type: PROCEDURE +:imagesdir: ../../../images + +[id="creating-data-science-project"] += Creating Data Science Project + +In this learning exercise, we will configure a Jupyter notebook server using a specified image within a Data Science project, customizing it to meet your specific requirements. In the Developer Sandbox environment, a Data Science project is created for your convenience. Please navigate to and open this project to set up a Workbench. + +.Prerequisites + +* An OpenShift cluster + + +.Procedure + +. Click the *Red Hat OpenShift AI* from the nines menu on the OpenShift Console. + +. Click *Log in with OpenShift* + +. Click on the *Data Science Projects* tab. + +. Click Create project + +. Steps about creating a project + +. Click on *Create a workbench*. Now you are ready to move to the next step to define the workbench. + +.. Give the *workbench* a name. + +.. Select the Notebook image from the *image selection dropdown* as *Standard Data Science*. + +.. Select the Container size to *small* under *Deployment size*. + +.. Scroll down and in the *Cluster storage* section, create new persistent storage and give it a name. + +.. Click the *Create workbench* button at the bottom of the page. + +After successful implementation, the status of the workbench turns to "Running," similar to Figure 10 below. + +.. Click on the *Open↗* button, located beside the status. + +.. Authorize the access with the OpenShift cluster by clicking on the *Allow selected permissions*. After granting permissions with OpenShift, you will be directed to the Jupyter Notebook page. + +The Jupyter Notebook provides functionality to fetch or clone existing GitHub repositories, similar to any other standard IDE. Therefore, in this lesson, we will clone an existing simple AI/ML code into the notebook using the following instructions. + +. From the top, click on the *Git clone* icon. + +. Enter the URL of the GitHub repository in the *Git Repository URL* field: ++ +[source,text] +---- +https://github.com/redhat-developer-demos/openshift-ai.git +---- + +. After fetching the github repository, the project will appear in the directory section on the left side of the notebook. + +. Checkout in the "/openshift-ai/first-app/" directory. + +. Open the "openshift-ai-test.ipynb" file. ++ +[source,terminal] +---- +$ git remote add -f upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git +---- + +. Verify the setup of your remote repositories by running the following command: ++ +[source,terminal] +---- +$ git remote -v +---- ++ +.Example output ++ +[source,terminal] +---- +origin git@github.com:/openshift-ai.git (fetch) +origin git@github.com:/openshift-ai.git (push) +upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git (fetch) +upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git (push) +---- + +. Create a local copy of the secret values file that can safely include credentials. Run the following commands: ++ +[source,terminal] +---- +$ cp values-secret.yaml.template ~/values-secret-openshift-ai.yaml +---- ++ +[NOTE] +==== +Putting the `values-secret.yaml` in your home directory ensures that it does not get pushed to your git repository. It is based on the `values-secrets.yaml.template` file provided by the pattern in the top level directory. When you create your own patterns you will add your secrets to this file and save. +==== + +. Create a new feature branch, for example `my-branch` from the `rhoai` branch for your content: ++ +[source,terminal] +---- +$ git checkout -b my-branch rhoai +---- + +. Create a local branch and push it to origin to gain the flexibility needed to customize the OpenShift AI pattern by running the following command: ++ +[source,terminal] +---- +$ git push origin my-branch +---- + +You can proceed to install the OpenShift AI pattern by using the web console or from command line by using the script `./pattern.sh` script. + +To install the OpenShift AI pattern by using the web console you must first install the Validated Patterns Operator. The Validated Patterns Operator installs and manages Validated Patterns. + +//Include Procedure module here +[id="installing-validated-patterns-operator_{context}"] +== Installing the {validated-patterns-op} using the web console + +.Prerequisites +* Access to an {ocp} cluster by using an account with `cluster-admin` permissions. + +.Procedure + +. Navigate in the {hybrid-console-first} to the *Operators* → *OperatorHub* page. + +. Scroll or type a keyword into the *Filter by keyword* box to find the Operator you want. For example, type `validated patterns` to find the {validated-patterns-op}. + +. Select the Operator to display additional information. ++ +[NOTE] +==== +Choosing a Community Operator warns that Red Hat does not certify Community Operators; you must acknowledge the warning before continuing. +==== + +. Read the information about the Operator and click *Install*. + +. On the *Install Operator* page: + +.. Select an *Update channel* (if more than one is available). + +.. Select a *Version* (if more than one is available). + +.. Select an *Installation mode*: ++ +The only supported mode for this Operator is *All namespaces on the cluster (default)*. This installs the Operator in the default `openshift-operators` namespace to watch and be made available to all namespaces in the cluster. This option is not always available. + +.. Select *Automatic* or *Manual* approval strategy. + +. Click *Install* to make the Operator available to the default `openshift-operators` namespace on this {ocp} cluster. + +.Verification +To confirm that the installation is successful: + +. Navigate to the *Operators* → *Installed Operators* page. + +. Check that the Operator is installed in the selected namespace and its status is `Succeeded`. + +//Include Procedure module here +[id="create-pattern-instance_{context}"] +== Creating the OpenShift AI instance + +.Prerequisites +The {validated-patterns-op} is successfully installed in the relevant namespace. + +.Procedure + +. Navigate to the *Operators* → *Installed Operators* page. + +. Click the installed *{validated-patterns-op}*. + +. Under the *Details* tab, in the *Provided APIs* section, in the +*Pattern* box, click *Create instance* that displays the *Create Pattern* page. + +. On the *Create Pattern* page, select *Form view* and enter information in the following fields: + +** *Name* - A name for the pattern deployment that is used in the projects that you created. +** *Labels* - Apply any other labels you might need for deploying this pattern. +** *Cluster Group Name* - Select a cluster group name to identify the type of cluster where this pattern is being deployed. For example, if you are deploying the {ie-pattern}, the cluster group name is `datacenter`. If you are deploying the {mcg-pattern}, the cluster group name is `hub`. ++ +To know the cluster group name for the patterns that you want to deploy, check the relevant pattern-specific requirements. +. Expand the *Git Config* section to reveal the options and enter the required information. +. Leave *In Cluster Git Server* unchanged. +.. Change the *Target Repo* URL to your forked repository URL. For example, change `https://github.com/validatedpatterns/` to `https://github.com//` +.. Optional: You might need to change the *Target Revision* field. The default value is `HEAD`. However, you can also provide a value for a branch, tag, or commit that you want to deploy. For example, `v2.1`, `main`, or a branch that you created, `my-branch`. +. Click *Create*. ++ +[NOTE] +==== +A pop-up error with the message "Oh no! Something went wrong." might appear during the process. This error can be safely disregarded as it does not impact the installation of the OpenShift AI pattern. Use the Hub ArgoCD UI, accessible through the nines menu, to check the status of ArgoCD instances, which will display states such as progressing, healthy, and so on, for each managed application. The Cluster ArgoCD provides detailed status on each application, as defined in the clustergroup values file. +==== + +The *{rh-gitops} Operator* displays in list of *Installed Operators*. The *{rh-gitops} Operator* installs the remaining assets and artifacts for this pattern. To view the installation of these assets and artifacts, such as *{rh-rhacm-first}*, ensure that you switch to *Project:All Projects*. + +Wait some time for everything to deploy. You can track the progress through the `Hub ArgoCD` UI from the nines menu. The `config-demo` project appears stuck in a `Degraded` state. This is the expected behavior when installing using the OpenShift Container Platform console. + +* To resolve this you need to run the following to load the secrets into the vault: ++ +[source,terminal] +---- +$ ./pattern.sh make load-secrets +---- ++ +[NOTE] +==== +You must have created a local copy of the secret values file by running the following command: + +[source,terminal] +---- +$ cp values-secret.yaml.template ~/values-secret-openshift-ai.yaml +---- +==== + +The deployment will not take long but it should deploy successfully. + +Alternatively you can deploy the OpenShift AI pattern by using the command line script `pattern.sh`. + +[id="deploying-cluster-using-patternsh-file"] +== Deploying the cluster by using the pattern.sh script + +To deploy the cluster by using the `pattern.sh` script, complete the following steps: + +. Navigate to the root directory of the cloned repository by running the following command: ++ +[source,terminal] +---- +$ cd /path/to/your/repository +---- + +. Log in to your cluster by running the following this procedure: + +.. Obtain an API token by visiting https://oauth-openshift.apps../oauth/token/request + +.. Log in with this retrieved token by running the following command: ++ +[source,terminal] +---- +$ oc login --token= --server=https://api..:6443 +---- + +. Alternatively log in by running the following command: ++ +[source,terminal] +---- +$ export KUBECONFIG=~/ +---- + +. Deploy the pattern to your cluster by running the following command: ++ +[source,terminal] +---- +$ ./pattern.sh make install +---- + +. Verify that the Operators have been installed. + .. To verify, in the OpenShift Container Platform web console, navigate to *Operators → Installed Operators* page. + .. Check that *{rh-gitops} Operator* is installed in the `openshift-operators` namespace and its status is `Succeeded`. +. Verify that all applications are synchronized. Under *Networking \-> Routes* select the *Location URL* associated with the *hub-gitops-server* . All application are report status as `Synched`. ++ +image::rhoai/rhods-sync-success.png[ArgoCD Applications,link="/images/rhoai/rhods-sync-success.png"] + +As part of installing by using the script `pattern.sh` pattern, HashiCorp Vault is installed. Running `./pattern.sh make install` also calls the `load-secrets` makefile target. This `load-secrets` target looks for a YAML file describing the secrets to be loaded into vault and in case it cannot find one it will use the `values-secret.yaml.template` file in the git repository to try to generate random secrets. + +For more information, see section on https://validatedpatterns.io/secrets/vault/[Vault]. + +[id="verify-rhoai-dashboards"] +== Verify installation by checking the OpenShift AI Dashboard + +. Access the OpenShift AI dashboard from nines menu on the OpenShift Console and select the link for **Red Hat OpenShift AI**. ++ +image:rhoai/rhods-application_menu.png[Application ShortCut,link="/images/rhoai/rhods-application_menu.png"] + +. Log in to the dashboard using your OpenShift credentials. You will find an environment that is ready for further configuration. This pattern provides the fundamental platform pieces to support MLOps workflows. 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--- a/modules/rhoai-demo-app.adoc +++ b/modules/rhoai-demo-app.adoc @@ -2,271 +2,147 @@ :imagesdir: ../../../images [id="creating-data-science-project"] -= Creating Data Science Project - -In this learning exercise, we will configure a Jupyter notebook server using a specified image within a Data Science project, customizing it to meet your specific requirements. In the Developer Sandbox environment, a Data Science project is created for your convenience. Please navigate to and open this project to set up a Workbench. - -.Prerequisites - -* An OpenShift cluster += First AI Demo +In this demo, you will configure a Jupyter notebook server using a specified image within a Data Science project, customizing it to meet your specific requirements. .Procedure -. Click the *Red Hat OpenShift AI* from the nines menu on the OpenShift Console. +. Click the *Red Hat OpenShift AI* from the nines menu on the OpenShift Console. . Click *Log in with OpenShift* . Click on the *Data Science Projects* tab. -. Click Create project +. Click *Create project* -. Steps about creating a project +.. Enter a name for the project in the *Name* field and click *Create*. . Click on *Create a workbench*. Now you are ready to move to the next step to define the workbench. .. Give the *workbench* a name. -.. Select the Notebook image from the *image selection dropdown* as *Standard Data Science*. +.. Select the *Notebook image* from the *image selection* dropdown as *Standard Data Science*. -.. Select the Container size to *small* under *Deployment size*. +.. Select the Container size to *Small* under *Deployment size*. -.. Scroll down and in the *Cluster storage* section, create new persistent storage and give it a name. +.. Scroll down and in the *Cluster storage* section, create a name for the new persistent storage that will be created. -.. Click the *Create workbench* button at the bottom of the page. +.. Set the *persistent storage size* to 10 Gi. -After successful implementation, the status of the workbench turns to "Running," similar to Figure 10 below. +.. Click the *Create workbench* button at the bottom of the page. ++ +After successful implementation, the status of the workbench turns to *Running* -.. Click on the *Open↗* button, located beside the status. +.. Click the *Open↗* button, located beside the status. .. Authorize the access with the OpenShift cluster by clicking on the *Allow selected permissions*. After granting permissions with OpenShift, you will be directed to the Jupyter Notebook page. -The Jupyter Notebook provides functionality to fetch or clone existing GitHub repositories, similar to any other standard IDE. Therefore, in this lesson, we will clone an existing simple AI/ML code into the notebook using the following instructions. +## Accessing the current data science project within Jupyter Notebook + +The Jupyter Notebook provides functionality to fetch or clone existing GitHub repositories, similar to any other standard IDE. Therefore, in this section, you will clone an existing simple AI/ML code into the notebook using the following instructions. . From the top, click on the *Git clone* icon. -. Enter the URL of the GitHub repository in the *Git Repository URL* field: +. In the popup window enter the URL of the GitHub repository in the *Git Repository URL* field: + [source,text] ---- https://github.com/redhat-developer-demos/openshift-ai.git ---- -. After fetching the github repository, the project will appear in the directory section on the left side of the notebook. - -. Checkout in the "/openshift-ai/first-app/" directory. +. Click the Clone button. -. Open the "openshift-ai-test.ipynb" file. -+ -[source,terminal] ----- -$ git remote add -f upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git ----- +. After fetching the github repository, the project will appear in the directory section on the left side of the notebook. -. Verify the setup of your remote repositories by running the following command: -+ -[source,terminal] ----- -$ git remote -v ----- -+ -.Example output -+ -[source,terminal] ----- -origin git@github.com:/openshift-ai.git (fetch) -origin git@github.com:/openshift-ai.git (push) -upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git (fetch) -upstream git@github.com:validatedpatterns-sandbox/openshift-ai.git (push) ----- +. Expand the */openshift-ai/first-app/* directory. -. Create a local copy of the secret values file that can safely include credentials. Run the following commands: +. Open the *openshift-ai-test.ipynb* file. + -[source,terminal] ----- -$ cp values-secret.yaml.template ~/values-secret-openshift-ai.yaml ----- -+ -[NOTE] -==== -Putting the `values-secret.yaml` in your home directory ensures that it does not get pushed to your git repository. It is based on the `values-secrets.yaml.template` file provided by the pattern in the top level directory. When you create your own patterns you will add your secrets to this file and save. -==== +You will be presented with the view of a Jupyter Notebook. -. Create a new feature branch, for example `my-branch` from the `rhoai` branch for your content: -+ -[source,terminal] ----- -$ git checkout -b my-branch rhoai ----- +## Running code in a Jupyter notebook -. Create a local branch and push it to origin to gain the flexibility needed to customize the OpenShift AI pattern by running the following command: -+ -[source,terminal] ----- -$ git push origin my-branch ----- +In the previous section, you imported and opened the notebook. To run the code within the notebook, you start by clicking the *Run* icon located at the top of the interface. This action initiates the execution of the code in the currently selected cell. -You can proceed to install the OpenShift AI pattern by using the web console or from command line by using the script `./pattern.sh` script. +After you click *Run*, you will notice that the notebook automatically moves to the next cell. This is part of the design of Jupyter Notebooks, where scripts or code snippets are divided into multiple cells. Each cell can be run independently, allowing you to test specific sections of code in isolation. This structure greatly aids in both developing complex code incrementally and debugging it more effectively, as you can pinpoint errors and test solutions cell by cell. -To install the OpenShift AI pattern by using the web console you must first install the Validated Patterns Operator. The Validated Patterns Operator installs and manages Validated Patterns. +For instance, as shown in Figure 15, after executing a cell, you can immediately see the output just below it. This immediate feedback loop is invaluable for iterative testing and refining of code. -//Include Procedure module here -[id="installing-validated-patterns-operator_{context}"] -== Installing the {validated-patterns-op} using the web console +[id="interactive-classification-project"] += Performing an interactive classification with Jupyter notebook -.Prerequisites -* Access to an {ocp} cluster by using an account with `cluster-admin` permissions. +In this section, you will perform an interactive classification using a Jupyter notebook. .Procedure -. Navigate in the {hybrid-console-first} to the *Operators* → *OperatorHub* page. - -. Scroll or type a keyword into the *Filter by keyword* box to find the Operator you want. For example, type `validated patterns` to find the {validated-patterns-op}. - -. Select the Operator to display additional information. -+ -[NOTE] -==== -Choosing a Community Operator warns that Red Hat does not certify Community Operators; you must acknowledge the warning before continuing. -==== - -. Read the information about the Operator and click *Install*. - -. On the *Install Operator* page: - -.. Select an *Update channel* (if more than one is available). - -.. Select a *Version* (if more than one is available). - -.. Select an *Installation mode*: -+ -The only supported mode for this Operator is *All namespaces on the cluster (default)*. This installs the Operator in the default `openshift-operators` namespace to watch and be made available to all namespaces in the cluster. This option is not always available. - -.. Select *Automatic* or *Manual* approval strategy. - -. Click *Install* to make the Operator available to the default `openshift-operators` namespace on this {ocp} cluster. - -.Verification -To confirm that the installation is successful: - -. Navigate to the *Operators* → *Installed Operators* page. +. Click on the *Data Science Projects* tab. -. Check that the Operator is installed in the selected namespace and its status is `Succeeded`. +. Click *Create project* -//Include Procedure module here -[id="create-pattern-instance_{context}"] -== Creating the OpenShift AI instance +.. Enter a name for the project in the *Name* field and click *Create*. -.Prerequisites -The {validated-patterns-op} is successfully installed in the relevant namespace. +. Click on *Create a workbench*. Now you are ready to move to the next step to define the workbench. -.Procedure +.. Give the *workbench* a name for example *interactive_classification*. -. Navigate to the *Operators* → *Installed Operators* page. +.. Select the *Notebook image* from the *image selection* dropdown as *TensorFlow*. -. Click the installed *{validated-patterns-op}*. +.. Select the Container size to *Medium* under *Deployment size*. -. Under the *Details* tab, in the *Provided APIs* section, in the -*Pattern* box, click *Create instance* that displays the *Create Pattern* page. +.. Scroll down and in the *Cluster storage* section, create a name for the new persistent storage that will be created. -. On the *Create Pattern* page, select *Form view* and enter information in the following fields: +.. Set the *persistent storage size* to 20 Gi. -** *Name* - A name for the pattern deployment that is used in the projects that you created. -** *Labels* - Apply any other labels you might need for deploying this pattern. -** *Cluster Group Name* - Select a cluster group name to identify the type of cluster where this pattern is being deployed. For example, if you are deploying the {ie-pattern}, the cluster group name is `datacenter`. If you are deploying the {mcg-pattern}, the cluster group name is `hub`. -+ -To know the cluster group name for the patterns that you want to deploy, check the relevant pattern-specific requirements. -. Expand the *Git Config* section to reveal the options and enter the required information. -. Leave *In Cluster Git Server* unchanged. -.. Change the *Target Repo* URL to your forked repository URL. For example, change `https://github.com/validatedpatterns/` to `https://github.com//` -.. Optional: You might need to change the *Target Revision* field. The default value is `HEAD`. However, you can also provide a value for a branch, tag, or commit that you want to deploy. For example, `v2.1`, `main`, or a branch that you created, `my-branch`. -. Click *Create*. +.. Click the *Create workbench* button at the bottom of the page. + -[NOTE] -==== -A pop-up error with the message "Oh no! Something went wrong." might appear during the process. This error can be safely disregarded as it does not impact the installation of the OpenShift AI pattern. Use the Hub ArgoCD UI, accessible through the nines menu, to check the status of ArgoCD instances, which will display states such as progressing, healthy, and so on, for each managed application. The Cluster ArgoCD provides detailed status on each application, as defined in the clustergroup values file. -==== +After successful implementation, the status of the workbench turns to *Running* -The *{rh-gitops} Operator* displays in list of *Installed Operators*. The *{rh-gitops} Operator* installs the remaining assets and artifacts for this pattern. To view the installation of these assets and artifacts, such as *{rh-rhacm-first}*, ensure that you switch to *Project:All Projects*. +.. Click the *Open↗* button, located beside the status. -Wait some time for everything to deploy. You can track the progress through the `Hub ArgoCD` UI from the nines menu. The `config-demo` project appears stuck in a `Degraded` state. This is the expected behavior when installing using the OpenShift Container Platform console. +.. Authorize the access with the OpenShift cluster by clicking on the *Allow selected permissions*. After granting permissions with OpenShift, you will be directed to the Jupyter Notebook page. -* To resolve this you need to run the following to load the secrets into the vault: -+ -[source,terminal] ----- -$ ./pattern.sh make load-secrets ----- -+ -[NOTE] -==== -You must have created a local copy of the secret values file by running the following command: +## Obtaining and preparing the dataset -[source,terminal] ----- -$ cp values-secret.yaml.template ~/values-secret-openshift-ai.yaml ----- -==== +Simplify data preparation in AI projects by automating the fetching of datasets using Kaggle's API following these steps: -The deployment will not take long but it should deploy successfully. +. Navigate to the Kaggle website and log in with your account credentials. -Alternatively you can deploy the OpenShift AI pattern by using the command line script `pattern.sh`. +. Click on your profile icon at the top right corner of the page, then select Account from the dropdown menu. -[id="deploying-cluster-using-patternsh-file"] -== Deploying the cluster by using the pattern.sh script +. Scroll down to the section labeled API. Here, you'll find a Create New Token button. Click this button. -To deploy the cluster by using the `pattern.sh` script, complete the following steps: +. A file named `kaggle.json` will be downloaded to your local machine. This file contains your Kaggle API credentials. -. Navigate to the root directory of the cloned repository by running the following command: -+ -[source,terminal] ----- -$ cd /path/to/your/repository ----- +. Upload the `kaggle.json` file to your JupyterLab IDE environment. You can drag and drop the file into the file browser of JupyterLab IDE. This step might visually look different depending on your Operating System and Desktop User interface. -. Log in to your cluster by running the following this procedure: +. Clone the Interactive Image Classification Project from the GitHub repository using the following instructions: -.. Obtain an API token by visiting https://oauth-openshift.apps../oauth/token/request +.. At the top of the JupyterLab interface, click on the "Git Clone" icon. -.. Log in with this retrieved token by running the following command: +.. In the popup window, enter the URL of the GitHub repository in the "Git Repository URL" field: + -[source,terminal] +[source,text] ---- -$ oc login --token= --server=https://api..:6443 +https://github.com/redhat-developer-demos/openshift-ai.git ---- -. Alternatively log in by running the following command: -+ -[source,terminal] ----- -$ export KUBECONFIG=~/ ----- +.. Click the *Clone* button. -. Deploy the pattern to your cluster by running the following command: -+ -[source,terminal] ----- -$ ./pattern.sh make install ----- +.. After cloning, navigate to the *openshift-ai/2_interactive_classification* directory within the cloned repository. -. Verify that the Operators have been installed. - .. To verify, in the OpenShift Container Platform web console, navigate to *Operators → Installed Operators* page. - .. Check that *{rh-gitops} Operator* is installed in the `openshift-operators` namespace and its status is `Succeeded`. -. Verify that all applications are synchronized. Under *Networking \-> Routes* select the *Location URL* associated with the *hub-gitops-server* . All application are report status as `Synched`. +. Open the Python Notebook in the JupyterLab Interface. + -image::rhoai/rhods-sync-success.png[ArgoCD Applications,link="/images/rhoai/rhods-sync-success.png"] +The JupyterLab interface is presented after uploading `kaggle.json` and cloning the `openshift-ai``repository shown the file browser on the left with 'openshift-ai' and '.kaggle.json -As part of installing by using the script `pattern.sh` pattern, HashiCorp Vault is installed. Running `./pattern.sh make install` also calls the `load-secrets` makefile target. This `load-secrets` target looks for a YAML file describing the secrets to be loaded into vault and in case it cannot find one it will use the `values-secret.yaml.template` file in the git repository to try to generate random secrets. +. Open `Interactive_Image_Classification_Notebook.ipynb`` in the `openshift-ai` directory and run the notebook, The notebook contains all necessary instructions and is self-documented. -For more information, see section on https://validatedpatterns.io/secrets/vault/[Vault]. +. Run the cells in the Python Notebook as follows: -[id="verify-rhoai-dashboards"] -== Verify installation by checking the OpenShift AI Dashboard +.. Start by executing each cell in order by pressing the play button or using the keyboard shortcut "Shift + Enter" -. Access the OpenShift AI dashboard from nines menu on the OpenShift Console and select the link for **Red Hat OpenShift AI**. -+ -image:rhoai/rhods-application_menu.png[Application ShortCut,link="/images/rhoai/rhods-application_menu.png"] +.. Once you run the cell in Step 4, you should see an output as shown in Figure 12 below. -. Log in to the dashboard using your OpenShift credentials. You will find an environment that is ready for further configuration. This pattern provides the fundamental platform pieces to support MLOps workflows. The installation of OpenShift Pipelines enables the immediate use of pipelines if that is the desired approach for deployment. -+ -image:rhoai/rhods-ai_dashboard.png[OpenShift AI Dashboard,link="/images/rhoai/hods-ai_dashboard.png"] \ No newline at end of file +.. Running the cell in Step 5, produces an output of two images, one of a cat and one of a dog, with their respective predictions labeled as "Cat" and "Dog". as shown in Figure 14 below. + +.. Once the code in the cell is executed in Step 6, a predict button will appear as shown in Figure 15 above. The interactive session will display images with their predicted labels in real-time as the user clicks the "Predict" button. This dynamic interaction helps in understanding how well the model performs across a random set of images and provides insights into potential improvements for model training. \ No newline at end of file From 4d6d5a6ec74426e232802e389a25a3c1284d4de3 Mon Sep 17 00:00:00 2001 From: Kevin Quinn Date: Fri, 7 Feb 2025 16:44:08 +0000 Subject: [PATCH 06/13] updating demos 2 --- modules/rhoai-demo-app.adoc | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/modules/rhoai-demo-app.adoc b/modules/rhoai-demo-app.adoc index 457371393..b92399564 100644 --- a/modules/rhoai-demo-app.adoc +++ b/modules/rhoai-demo-app.adoc @@ -2,7 +2,9 @@ :imagesdir: ../../../images [id="creating-data-science-project"] -= First AI Demo += AI Demos + +== First AI demo In this demo, you will configure a Jupyter notebook server using a specified image within a Data Science project, customizing it to meet your specific requirements. @@ -38,7 +40,7 @@ After successful implementation, the status of the workbench turns to *Running* .. Authorize the access with the OpenShift cluster by clicking on the *Allow selected permissions*. After granting permissions with OpenShift, you will be directed to the Jupyter Notebook page. -## Accessing the current data science project within Jupyter Notebook +== Accessing the current data science project within Jupyter Notebook The Jupyter Notebook provides functionality to fetch or clone existing GitHub repositories, similar to any other standard IDE. Therefore, in this section, you will clone an existing simple AI/ML code into the notebook using the following instructions. @@ -70,7 +72,7 @@ After you click *Run*, you will notice that the notebook automatically moves to For instance, as shown in Figure 15, after executing a cell, you can immediately see the output just below it. This immediate feedback loop is invaluable for iterative testing and refining of code. [id="interactive-classification-project"] -= Performing an interactive classification with Jupyter notebook +== Performing an interactive classification with Jupyter notebook In this section, you will perform an interactive classification using a Jupyter notebook. 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