From 0aa812044a86f825723ecf5f019fac13e59c7707 Mon Sep 17 00:00:00 2001 From: Sebastian Blum <64776588+seblum@users.noreply.github.com> Date: Sat, 3 Feb 2024 21:37:01 +0100 Subject: [PATCH] feat: add final deployment (#16) * add initial structure to deployment and usage * update repository depiction and k8s dag * added updated code * add updated train_model function * add new pipeline image * add updated model comparison code * update and add deploy_model_to_sagemaker * add inferencing code * add user profiles to terraform code * extend glossary list * update airflow deployment code * update mlflow description * list airflow helm components * add jupyter helm description list * add monitoring content * add Dashboard configuration explanation * add sagemaker tf description * add Airflow final example * add link to airflow final example * Revert "add Airflow final example" This reverts commit 1926e8901b3ce70f03720893a9458d26005a6fcf. * add airflow final example files * change directory names of files * add installation paragraph * final terraform example * add code to airflow final example * add contribution chapter * remove seldon mentions * add subsections to Platform design * split chapter 2 into different files * Add Github Actions paragraph * rename subsection * fix helm description * make python operator beautiful * fix markdown links * rename subsection * add prerequisites command * resolve TODOs * add links to chapters and sections * add statefulset * distinguish health checks * Note for Transfer Operators * feat: minor fixed --- manuscript/.gitignore | 2 +- manuscript/00-Preamble.Rmd | 8 +- ...Introduction-Machine_Learning_Workflow.Rmd | 6 +- manuscript/01.2-Introduction-MLOps.Rmd | 4 +- manuscript/02-Ops_Overview.Rmd | 162 +- .../02.1-Ops_Overview-Containerization.Rmd | 24 + .../02.2-Ops_Overview-Version_Control.Rmd | 38 + .../02.3-Ops_Overview-Version_CI_CD.Rmd | 81 + manuscript/02.4-Ops_Overview-IaaC.Rmd | 7 + manuscript/03-Airflow.Rmd | 4 +- 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06-Terraform}/modules/main.tf (100%) rename manuscript/files/{02-Terraform => 06-Terraform}/modules/networking/main.tf (100%) rename manuscript/files/{02-Terraform => 06-Terraform}/modules/networking/output.tf (100%) rename manuscript/files/{02-Terraform => 06-Terraform}/modules/networking/variables.tf (100%) rename manuscript/files/{02-Terraform => 06-Terraform}/modules/outputs.tf (100%) rename manuscript/files/{02-Terraform => 06-Terraform}/modules/variables.tf (100%) rename manuscript/files/{02-Terraform => 06-Terraform}/providers.tf (100%) diff --git a/manuscript/.gitignore b/manuscript/.gitignore index 3a91d9e..f295a9c 100644 --- a/manuscript/.gitignore +++ b/manuscript/.gitignore @@ -13,7 +13,7 @@ Rmd_book_template .DS_Store files/.DS_Store -files/02-Terraform/.DS_Store +files/06-Terraform/.DS_Store # MLflow runs folder **/mlruns diff --git a/manuscript/00-Preamble.Rmd b/manuscript/00-Preamble.Rmd index 4045025..d30564a 100644 --- a/manuscript/00-Preamble.Rmd +++ b/manuscript/00-Preamble.Rmd @@ -6,15 +6,15 @@ This project started out of an interest in multiple domains. At first, I was wor The overall aim is to build and create a MLOps architecture based on Airflow running on AWS EKS. Ideally, this architecture is create using terraform. Model tracking might be done using MLFlow, Data tracking using DVC. Further mentioned might be best practices in software development, CI/CD, Docker, and pipelines. I might also include a small Data Science use case utilizing the Airflow Cluster we built. -The book contains two sections with distinct focuses. The first section comprises Chapters 3 to 6, which consist of tutorials on the specific tools aforementioned. These chapters also serve as prerequisites for the subsequent sections. Among these tutorials, the chapters dedicated to *Airflow* and *MLflow* are oriented towards Data Scientists, providing insights into their usage. The chapters centered around *Kubernetes* and *Terraform* target Data- and MLOps Engineers, offering detailed guidance on deploying and managing these tools. +The book contains two parts with distinct focuses. The first part comprises Chapters [3: Airflow](#airflow), [4: MLflow](#mlflow), [5: Kubernetes](#kubernetes), and [6: Terraform](#terraform), which consist of tutorials on the specific tools aforementioned. These chapters also serve as prerequisites for the subsequent part. Among these tutorials, the chapters dedicated to *Airflow* and *MLflow* are oriented towards Data Scientists, providing insights into their usage. The chapters centered around *Kubernetes* and *Terraform* target Data- and MLOps Engineers, offering detailed guidance on deploying and managing these tools. -The second section, comprising Chapters 7 to 9, delves into an exemplary machine learning Platform. This section demands a strong background in engineering due to its complexity. While these chapters cover the essential tools introduced in the previous section, they may not explore certain intricate aspects used like OAuth authentication and networking details in great depth. Moreover, it is crucial to note that the ML Platform example presented is not intended for production deployment, as there should be significant security concerns considered. Instead, its main purpose is to serve as an informative illustration of ML platforms and MLOps engineering principles. +The second part, comprising Chapters [7: ML Platform Design](#ml-platform-design), [8: Platform Deployment](#platform-deployment), and [9: Use Case Development](#use-case-development), delves into an exemplary machine learning Platform. This part of the book demands a strong background in engineering due to its complexity. While these chapters cover the essential tools introduced in the previous part, they may not explore certain intricate aspects used like OAuth authentication and networking details in great depth. Moreover, it is crucial to note that the ML Platform example presented is not intended for production deployment, as there should be significant security concerns considered. Instead, its main purpose is to serve as an informative illustration of ML platforms and MLOps engineering principles. -Chapter 1 and 2 serve as an introduction to the domain of MLOps +Chapter [1: Introduction](#introduction) and [2: Ops Tools and Principles](#ops-tools-and-principles) serve as an introduction to the domain of MLOps ### A work in progress {.unlisted .unnumbered} -This project / book / tutorial / whatever this is or will be, startet by explaining the concept of Kubernetes. The plan is to continuously update it by further sections. Since there is no deadline, there is no timeline, and I am also not sure whether there will exist something final to be honest. +This project / book / tutorial / whatever this is or will be, startet by explaining the concept of Kubernetes. The plan is to continuously update it by further chapters. Since there is no deadline, there is no timeline, and I am also not sure whether there will exist something final to be honest. This document is written during my journey in the realm of MLOps. It is therefore in a state of continuous development. diff --git a/manuscript/01.1-Introduction-Machine_Learning_Workflow.Rmd b/manuscript/01.1-Introduction-Machine_Learning_Workflow.Rmd index 90f7f25..480aaf3 100644 --- a/manuscript/01.1-Introduction-Machine_Learning_Workflow.Rmd +++ b/manuscript/01.1-Introduction-Machine_Learning_Workflow.Rmd @@ -7,12 +7,16 @@ A machine learning workflow typically involves several stages. These stages are **1. Data Preparation** In the first stage, data used to train a machine learning model is collected, cleaned, and preprocessed. Preprocessing includes tasks to remove missing or duplicate data, normalize data, and split data into a training and testing set. + **2. Model Building** In the second stage, a machine learning model is selected and trained using the prepared data. This includes tasks such as selecting an appropriate algorithm as a machine learning model, training the model, and tuning the model's parameters to improve its performance. + **3. Model Evaluation** Afterward, the performance of the trained model is evaluated using the test data set. This includes tasks such as measuring the accuracy and other performance metrics, comparing the performance of different models, and identifying potential issues with the model. + **4. Model Deployment** Finally, the selected and optimized model is deployed to a production environment where it can be used to make predictions on new data. This stage includes tasks like scaling the model to handle large amounts of data, and deploying the model to different environments to be used in different contexts + **5. Model Monitoring and Maintenance** It is important to monitor the model performance and update the model as needed, once the model is deployed. This includes tasks such as collecting feedback from the model, monitoring the model's performance metrics, and updating the model as necessary. @@ -52,7 +56,7 @@ Model Tracking tools are often used at the development and testing stages of the Model Serving refers to the process of deploying a machine learning model in a production environment, so it can be used to make predictions on new data. This includes tasks such as scaling the model to handle large amounts of data, deploying the model to different environments, and monitoring the performance of the deployed model. Model serving tools are specifically used at the deployment stage of the machine learning workflow and can handle the necessary tasks mentioned beforehand. -There are multiple tools that integrate the funtionality of serving models, each different in its specific use cases, for example *KF Serve*, *BentoML*, *Seldon*, or also the already mentioned tools like *MLflow*. +There are multiple tools that integrate the funtionality of serving models, each different in its specific use cases, for example *KF Serve*, *BentoML*, *Seldon*, *AWS Sagemaker* or also the already mentioned tools like *MLflow*. #### Integrated development environment diff --git a/manuscript/01.2-Introduction-MLOps.Rmd b/manuscript/01.2-Introduction-MLOps.Rmd index 89ac529..5ebdcf7 100644 --- a/manuscript/01.2-Introduction-MLOps.Rmd +++ b/manuscript/01.2-Introduction-MLOps.Rmd @@ -32,7 +32,7 @@ Another key difference is that MLOps places a great emphasis on model governance 1. *Machine Learning Platforms*: Platforms such as TensorFlow, PyTorch, and scikit-learn are used to develop and train machine learning models. 2. *Experiment Management Tools*: Tools such as MLflow, Weights & Biases, and Airflow are used to track, version, and reproduce experiments, as well as to manage the model lifecycle. -3. *Model Deployment and Management Tools*: Tools such as TensorFlow Serving, Clipper, and Seldon Core are used to deploy and manage machine learning models in production. +3. *Model Deployment and Management Tools*: Tools such as TensorFlow Serving, AWS Sagemaker, and Seldon Core are used to deploy and manage machine learning models in production. 4. *Data Versioning and Management Tools*: Tools such as DVC (Data Version Control) and Pachyderm are used to version and manage the data used for training and evaluating models. 5. *Automated Model Evaluation and Deployment Tools*: Tools such as AlgoTrader and AlgoHub are used to automate the evaluation of machine learning models and deploy the best-performing models to production. @@ -40,7 +40,7 @@ It's important to note that the specific tools used in MLOps and DevOps may vary ### MLOps Lifecycle -Incorporating the tools introduced by DevOps and MLOps can extend the machine learning workflow outlined in the previous section, resulting in a complete MLOps lifecycle that covers each stage of the machine learning process while integrating automation practices. +Incorporating the tools introduced by DevOps and MLOps can extend the machine learning workflow outlined in the [previous section](#machine-learning-workflow), resulting in a complete MLOps lifecycle that covers each stage of the machine learning process while integrating automation practices. ![](images/01-Introduction/mlops-lifecycle.svg){ width=100% } diff --git a/manuscript/02-Ops_Overview.Rmd b/manuscript/02-Ops_Overview.Rmd index 2db32e8..eaa5c1c 100644 --- a/manuscript/02-Ops_Overview.Rmd +++ b/manuscript/02-Ops_Overview.Rmd @@ -1,165 +1,7 @@ - -# Ops Tools & Principles +# Ops Tools and Principles MLOps integrates a range of DevOps techniques and tools to enhance the development and deployment of machine learning models. By promoting cooperation between development and operations teams, MLOps strives to improve communication, enhance efficiency, and reduce delays in the development process. Advanced version control systems can be employed to achieve these objectives. Automation plays a significant role in achieving these goals. For instance, CI/CD pipelines streamline repetitive tasks like building, testing, and deploying software. The management of infrastructure can also be automated, by using infrastructure as code to facilitate an automated provisioning, scaling, and management of infrastructure. -To enhance flexibility and scalability in the operational process, containers and microservices are used to package and deploy software. Finally, monitoring and logging tools are used to track the performance of deployed and containerized software and address any issues that arise. - - -## Containerization - -Containerization is an essential component in operations as it enables deploying and running applications in a standardized, portable, and scalable way. This is achieved by packaging an application and its dependencies into a container image, which contains all the necessary code, runtime, system tools, libraries, and settings needed to run the application, isolated from the host operating system. Containers are lightweight, portable, and can run on any platform that supports containerization, such as Docker or Kubernetes. - -All of this makes them beneficial compared to deploying an application on a virtual machine or traditionally directly on a machine. Virtual machines would emulate an entire computer system and require a hypervisor to run, which introduces additional overhead. Similarly, a traditional deployment involves installing software directly onto a physical or virtual machine without the use of containers or virtualization. Not to mention the lack of portability of both. - -![](./images/01-Introduction/ops-containerization.drawio.svg){ width=100% } - -The concept of container images is analogous to shipping containers in the physical world. Like shipping containers can be loaded with different types of cargo, a container image can be used to create different containers with various applications and configurations. Both the physical containers and container images are standardized, just like blueprints, enabling multiple operators to work with them. This allows for the deployment and management of applications in various environments and cloud platforms, making containerization a versatile solution. - -Containerization offers several benefits for MLOps teams. By packaging the machine learning application and its dependencies into a container image, reproducibility is achieved, ensuring consistent results across different environments and facilitating troubleshooting. Containers are portable which enables easy movement of machine learning applications between various environments, including development, testing, and production. Scalability is also a significant advantage of containerization, as scaling up or down compute resources in an easy fashion allows to handle large-scale machine learning workloads and adjust to changing demand quickly. Additionally, containerization enables version control of machine learning applications and their dependencies, making it easier to track changes, roll back to previous versions, and maintain consistency across different environments. To effectively manage model versions, simply saving the code into a version control system is insufficient. It's crucial to include an accurate description of the environment, which encompasses Python libraries, their versions, system dependencies, and more. Virtual machines (VMs) can provide this description, but container images have become the preferred industry standard due to their lightweight nature. -Finally, containerization facilitates integration with other DevOps tools and processes, such as CI/CD pipelines, enhancing the efficiency and effectiveness of MLOps operations. - - - - -## Version Control - -Version control is a system that records changes to a file or set of files over time, to be able to recall specific versions later. It is an essential tool for any software development project as it allows multiple developers to work together, track changes, and easily rollback in case of errors. There are two main types of version control systems: centralized and distributed. - -1. Centralized Version Control Systems (CVCS) : In a centralized version control system, there is a single central repository that contains all the versions of the files, and developers must check out files from the repository in order to make changes. Examples of CVCS include Subversion and Perforce. - -2. Distributed Version Control Systems (DVCS) : In a distributed version control system, each developer has a local copy of the entire repository, including all the versions of the files. This allows developers to work offline, and it makes it easy to share changes with other developers. Examples of DVCS include Git, Mercurial and Bazaar - -Version control is a vital component of software development that offers several benefits. First, it keeps track of changes made to files, enabling developers to revert to a previous version in case something goes wrong. Collaboration is also made easier with version control, as it allows multiple developers to work on a project simultaneously and share changes with others. In addition, it provide backup capabilities by keeping a history of all changes, allowing you to retrieve lost files. Version control also allows auditing of changes, tracking who made a specific change, when, and why. Finally, it enables developers to create branches of a project, facilitating simultaneous work on different features without affecting the main project, with merging later. - -Versioning all components of a machine learning project, such as code, data, and models, is essential for reproducibility and managing models in production. While versioning code-based components is similar to typical software engineering projects, versioning machine learning models and data requires specific version control systems. There is no universal standard for versioning machine learning models, and the definition of "a model" can vary depending on the exact setup and tools used. - -Popular tools such as Azure ML, AWS Sagemaker, Kubeflow, and MLflow offer their own mechanisms for model versioning. For data versioning, there are tools like Data Version Control (DVC) and Git Large File Storage (LFS). The de-facto standard for code versioning is Git. The code-versioning system Github is used for this project, which will be depicted in more detail in the following. - -### Github - -GitHub provides a variety of branching options to enable flexible collaboration workflows. Each branch serves a specific purpose in the development process, and using them effectively can help teams collaborate more efficiently and effectively. - -![](./images/01-Introduction/ops-version-control.drawio.svg){ width=100% } - -*Main Branch:* The main branch is the default branch in a repository. It represents the latest stable version and production-ready state of a codebase, and changes to the code are merged into the main branch as they are completed and tested. -*Feature Branch:* A feature branch is used to develop a new feature or functionality. It is typically created off the main branch, and once the feature is completed, it can be merged back into the main branch. -*Hotfix Branch:* A hotfix branch is used to quickly fix critical issues in the production code. It is typically created off the main branch, and once the hotfix is completed, it can be merged back into the main branch. -*Release Branch:* A release branch is a separate branch that is created specifically for preparing a new version of the software for release. Once all the features and fixes for the new release have been added and tested, the release branch is merged back into the main branch, and a new version of the software is tagged and released. - -### Git lifecycle - -After a programmer has made changes to their code, they would typically use Git to manage those changes through a series of steps. First, they would use the command `git status` to see which files have been changed and are ready to be committed. They would then stage the changes they want to include in the commit using the command `git add `, followed by creating a new commit with a message describing the changes using `git commit -m "MESSAGE"`. - -After committing changes locally, the programmer may want to share those changes with others. They would do this by pushing their local commits to a remote repository using the command `git push`. Once the changes are pushed, others can pull those changes down to their local machines and continue working on the project by using the command `git pull`. - -![](./images/01-Introduction/ops-git-commands.png){ width=100% } - -If the programmer is collaborating with others, they may need to merge their changes with changes made by others. This can be done using the `git merge ` command, which combines two branches of development history. The programmer may need to resolve any conflicts that arise during the merge. - -If the programmer encounters any issues or bugs after pushing their changes, they can use Git to revert to a previous version of the code by checking out an older commit using the command git checkout. Git's ability to track changes and revert to previous versions makes it an essential tool for managing code in collaborative projects. - -While automating the code review process is generally viewed as advantageous, it is still typical to have a manual code review as the final step before approving a pull or merge request to be merged into the main branch. It is considered a best practice to mandate a manual approval from one or more reviewers who are not the authors of the code changes. - - -## CI/CD - -Continuous Integration (CI) and Continuous Delivery / Continuous Delivery (CD) are related software development practices that work together to automate and streamline the software development and deployment process of code changes to production. Deploying new software and models without CI/CD often requires a lot of implicit knowledge and manual steps. - -![](./images/01-Introduction/ops-ci-cd.drawio.svg){ width=100% } - -1. *Continuous Integration (CI)*: is a software development practice that involves frequently integrating code changes into a shared central repository. The goal of CI is to catch and fix integration errors as soon as they are introduced, rather than waiting for them to accumulate over time. This is typically done by running automated tests and builds, to catch any errors that might have been introduced with new code changes, for example when merging a Git feature branch into the main branch. - -2. *Continuous Delivery (CD)*: is the practice that involves automating the process of building, testing, and deploying software to a production-like environment. The goal is to ensure that code changes can be safely and quickly deployed to production. This is typically done by automating the deployment process and by testing the software in a staging environment before deploying it to production. - -3. *Continuous Deployment (CD):* is the practice of automatically deploying code changes to production once they pass automated tests and checks. The goal is to minimize the time it takes to get new features and bug fixes into the hands of end-users. In this process, the software is delivered directly to the end-user without manual testing and verification. - -The terms *Continuous Delivery* and *Continuous Deployment* are often used interchangeably, but they have distinct meanings. Continuous delivery refers to the process of building, testing, and running software on a production-like environment, while continuous deployment refers specifically to the process of running the new version on the production environment itself. However, fully automated deployments may not always be desirable or feasible, depending on the organization's business needs and the complexity of the software being deployed. While continuous deployment builds on continuous delivery, the latter can offer significant value on its own. - -CI/CD integrates the principles of continuous integration and continuous delivery in a seamless workflow, allowing teams to catch and fix issues early and quickly deliver new features to users. The pipeline is often triggered by a code commit. Ideally, a Data Scientist would push the changes made to the code at each incremental step of development to a share repository, including metadata and documentation. This code commit would trigger the CI/CD pipeline to build, test, package, and deploy the model software. In contrast to the local development, the CI/CD steps will test the model changes on the full dataset and aiming to deploy for production. - -CI and CD practices help to increase the speed and quality of software development, by automating repetitive tasks and catching errors early, reducing the time and effort required to release new features, and increasing the stability of the deployed software. Examples for CI/CD Tools that enable automated testing with already existing build servers are for example GitHub Actions, Gitlab CI/CD, AWS Code Build, or Azure DevOps - -The following code snippet shows an exemplary GitHub Actions pipeline to test, build and push a Docker image to the DockerHub registry. The code is structured in three parts. -At first, the environment variables are defined under `env`. Two variables are defined here which are later called with by the command `env.VARIABLE`. -The second part defines when the pipeline is or should be triggered. The exampele shows three possibilites to trigger a pipelines, when pushing on the master branch `push`, when a pull request to the master branch is granted `pull_request`, or when the pipeline is triggered manually via the Github interface `workflow_dispatch`. -The third part of the code example introduces the actual jobs and steps performed by the pipeline. The pipeline consists of two jobs `pytest` and `docker`. The first represents the CI part of the pipeline. The run environment of the job is set up and the necessary requirements are installed. Afterward unit tests are run using the pytest library. If the `pytest` job was successful, the `docker` job will be triggered. The job builds the Dockerfile and pushes it automatically to the specified Dockerhub repository specified in `tags`. The step introduces another variable just like the `env.Variable` before, the `secrets.`. Secrets are a way by Github to safely store classified information like username and passwords. They can be set up using the Github Interface and used in the Github Actions CI using `secrets.SECRET-NAME`. - -\footnotesize -```yaml -name: Docker CI base - -env: - DIRECTORY: base - DOCKERREPO: seblum/mlops-public - -on: - push: - branches: master - paths: $DIRECTORY/** - pull_request: - branches: [ master ] - workflow_dispatch: - -jobs: - pytest: - runs-on: ubuntu-latest - defaults: - run: - working-directory: ./${{ env.DIRECTORY }} - steps: - - uses: actions/checkout@v3 - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: '3.x' - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install -r requirements.txt - pip install pytest - pip install pytest-cov - - name: Test with pytest - run: | - pytest test_app.py --doctest-modules --junitxml=junit/test-results.xml --cov=com --cov-report=xml --cov-report=html - docker: - needs: pytest - runs-on: ubuntu-latest - steps: - - name: Set up QEMU - uses: docker/setup-qemu-action@v2 - - name: Set up Docker Buildx - uses: docker/setup-buildx-action@v2 - - name: Login to DockerHub - uses: docker/login-action@v2 - with: - username: ${{ secrets.DOCKERHUB_USERNAME }} - password: ${{ secrets.DOCKERHUB_TOKEN }} - - name: Build and push - uses: docker/build-push-action@v3 - with: - file: ./${{ env.DIRECTORY }}/Dockerfile - push: true - tags: ${{ env.DOCKERREPO }}:${{ env.DIRECTORY }} -``` -\normalsize - -## Infrastructure as code - -Infrastructure as Code (IaC) is a software engineering approach that enables the automation of infrastructure provisioning and management using machine-readable configuration files rather than manual processes or interactive interfaces. - -This means that the infrastructure is defined using code, instead of manually setting up servers, networks, and other infrastructure components. This code can be version controlled, tested, and deployed just like any other software code. It also allows to automate the process of building and deploying infrastructure resources, enabling faster and more reliable delivery of services, as well as ensuring to provide the same environment every time. It also comes with the benefit of an increased scalability, improved security, and better visibility into infrastructure changes. - -It is recommended to utilize infrastructure-as-code to deploy an ML platform. Popular tools for implementing IaC are for example Terraform, CloudFormation, and Ansible. Chapter 6 gives a more detailed description and a tutorial on how to use Infrastructure as code using *Terraform*. +To enhance flexibility and scalability in the operational process, containers and microservices are used to package and deploy software. Finally, monitoring and logging tools are used to track the performance of deployed and containerized software and address any issues that arise. \ No newline at end of file diff --git a/manuscript/02.1-Ops_Overview-Containerization.Rmd b/manuscript/02.1-Ops_Overview-Containerization.Rmd new file mode 100644 index 0000000..3e64986 --- /dev/null +++ b/manuscript/02.1-Ops_Overview-Containerization.Rmd @@ -0,0 +1,24 @@ +## Containerization + +Containerization is an essential component in operations as it enables deploying and running applications in a standardized, portable, and scalable way. This is achieved by packaging an application and its dependencies into a container image, which contains all the necessary code, runtime, system tools, libraries, and settings needed to run the application, isolated from the host operating system. Containers are lightweight, portable, and can run on any platform that supports containerization, such as Docker or Kubernetes. + +All of this makes them beneficial compared to deploying an application on a virtual machine or traditionally directly on a machine. Virtual machines would emulate an entire computer system and require a hypervisor to run, which introduces additional overhead. Similarly, a traditional deployment involves installing software directly onto a physical or virtual machine without the use of containers or virtualization. Not to mention the lack of portability of both. + +![](./images/01-Introduction/ops-containerization.drawio.svg){ width=100% } + +The concept of container images is analogous to shipping containers in the physical world. Like shipping containers can be loaded with different types of cargo, a container image can be used to create different containers with various applications and configurations. Both the physical containers and container images are standardized, just like blueprints, enabling multiple operators to work with them. This allows for the deployment and management of applications in various environments and cloud platforms, making containerization a versatile solution. + +Containerization offers several benefits for MLOps teams. By packaging the machine learning application and its dependencies into a container image, reproducibility is achieved, ensuring consistent results across different environments and facilitating troubleshooting. Containers are portable which enables easy movement of machine learning applications between various environments, including development, testing, and production. Scalability is also a significant advantage of containerization, as scaling up or down compute resources in an easy fashion allows to handle large-scale machine learning workloads and adjust to changing demand quickly. Additionally, containerization enables version control of machine learning applications and their dependencies, making it easier to track changes, roll back to previous versions, and maintain consistency across different environments. To effectively manage model versions, simply saving the code into a version control system is insufficient. It's crucial to include an accurate description of the environment, which encompasses Python libraries, their versions, system dependencies, and more. Virtual machines (VMs) can provide this description, but container images have become the preferred industry standard due to their lightweight nature. +Finally, containerization facilitates integration with other DevOps tools and processes, such as CI/CD pipelines, enhancing the efficiency and effectiveness of MLOps operations. + + diff --git a/manuscript/02.2-Ops_Overview-Version_Control.Rmd b/manuscript/02.2-Ops_Overview-Version_Control.Rmd new file mode 100644 index 0000000..3864d26 --- /dev/null +++ b/manuscript/02.2-Ops_Overview-Version_Control.Rmd @@ -0,0 +1,38 @@ +## Version Control + +Version control is a system that records changes to a file or set of files over time, to be able to recall specific versions later. It is an essential tool for any software development project as it allows multiple developers to work together, track changes, and easily rollback in case of errors. There are two main types of version control systems: centralized and distributed. + +1. Centralized Version Control Systems (CVCS) : In a centralized version control system, there is a single central repository that contains all the versions of the files, and developers must check out files from the repository in order to make changes. Examples of CVCS include Subversion and Perforce. + +2. Distributed Version Control Systems (DVCS) : In a distributed version control system, each developer has a local copy of the entire repository, including all the versions of the files. This allows developers to work offline, and it makes it easy to share changes with other developers. Examples of DVCS include Git, Mercurial and Bazaar + +Version control is a vital component of software development that offers several benefits. First, it keeps track of changes made to files, enabling developers to revert to a previous version in case something goes wrong. Collaboration is also made easier with version control, as it allows multiple developers to work on a project simultaneously and share changes with others. In addition, it provide backup capabilities by keeping a history of all changes, allowing you to retrieve lost files. Version control also allows auditing of changes, tracking who made a specific change, when, and why. Finally, it enables developers to create branches of a project, facilitating simultaneous work on different features without affecting the main project, with merging later. + +Versioning all components of a machine learning project, such as code, data, and models, is essential for reproducibility and managing models in production. While versioning code-based components is similar to typical software engineering projects, versioning machine learning models and data requires specific version control systems. There is no universal standard for versioning machine learning models, and the definition of "a model" can vary depending on the exact setup and tools used. + +Popular tools such as Azure ML, AWS Sagemaker, Kubeflow, and MLflow offer their own mechanisms for model versioning. For data versioning, there are tools like Data Version Control (DVC) and Git Large File Storage (LFS). The de-facto standard for code versioning is Git. The code-versioning system Github is used for this project, which will be depicted in more detail in the following. + +### Github + +GitHub provides a variety of branching options to enable flexible collaboration workflows. Each branch serves a specific purpose in the development process, and using them effectively can help teams collaborate more efficiently and effectively. + +![](./images/01-Introduction/ops-version-control.drawio.svg){ width=100% } + +*Main Branch:* The main branch is the default branch in a repository. It represents the latest stable version and production-ready state of a codebase, and changes to the code are merged into the main branch as they are completed and tested. +*Feature Branch:* A feature branch is used to develop a new feature or functionality. It is typically created off the main branch, and once the feature is completed, it can be merged back into the main branch. +*Hotfix Branch:* A hotfix branch is used to quickly fix critical issues in the production code. It is typically created off the main branch, and once the hotfix is completed, it can be merged back into the main branch. +*Release Branch:* A release branch is a separate branch that is created specifically for preparing a new version of the software for release. Once all the features and fixes for the new release have been added and tested, the release branch is merged back into the main branch, and a new version of the software is tagged and released. + +### Git lifecycle + +After a programmer has made changes to their code, they would typically use Git to manage those changes through a series of steps. First, they would use the command `git status` to see which files have been changed and are ready to be committed. They would then stage the changes they want to include in the commit using the command `git add `, followed by creating a new commit with a message describing the changes using `git commit -m "MESSAGE"`. + +After committing changes locally, the programmer may want to share those changes with others. They would do this by pushing their local commits to a remote repository using the command `git push`. Once the changes are pushed, others can pull those changes down to their local machines and continue working on the project by using the command `git pull`. + +![](./images/01-Introduction/ops-git-commands.png){ width=100% } + +If the programmer is collaborating with others, they may need to merge their changes with changes made by others. This can be done using the `git merge ` command, which combines two branches of development history. The programmer may need to resolve any conflicts that arise during the merge. + +If the programmer encounters any issues or bugs after pushing their changes, they can use Git to revert to a previous version of the code by checking out an older commit using the command git checkout. Git's ability to track changes and revert to previous versions makes it an essential tool for managing code in collaborative projects. + +While automating the code review process is generally viewed as advantageous, it is still typical to have a manual code review as the final step before approving a pull or merge request to be merged into the main branch. It is considered a best practice to mandate a manual approval from one or more reviewers who are not the authors of the code changes. \ No newline at end of file diff --git a/manuscript/02.3-Ops_Overview-Version_CI_CD.Rmd b/manuscript/02.3-Ops_Overview-Version_CI_CD.Rmd new file mode 100644 index 0000000..8ed13ef --- /dev/null +++ b/manuscript/02.3-Ops_Overview-Version_CI_CD.Rmd @@ -0,0 +1,81 @@ +## CI/CD + +Continuous Integration (CI) and Continuous Delivery / Continuous Delivery (CD) are related software development practices that work together to automate and streamline the software development and deployment process of code changes to production. Deploying new software and models without CI/CD often requires a lot of implicit knowledge and manual steps. + +![](./images/01-Introduction/ops-ci-cd.drawio.svg){ width=100% } + +1. *Continuous Integration (CI)*: is a software development practice that involves frequently integrating code changes into a shared central repository. The goal of CI is to catch and fix integration errors as soon as they are introduced, rather than waiting for them to accumulate over time. This is typically done by running automated tests and builds, to catch any errors that might have been introduced with new code changes, for example when merging a Git feature branch into the main branch. +2. *Continuous Delivery (CD)*: is the practice that involves automating the process of building, testing, and deploying software to a production-like environment. The goal is to ensure that code changes can be safely and quickly deployed to production. This is typically done by automating the deployment process and by testing the software in a staging environment before deploying it to production. +3. *Continuous Deployment (CD):* is the practice of automatically deploying code changes to production once they pass automated tests and checks. The goal is to minimize the time it takes to get new features and bug fixes into the hands of end-users. In this process, the software is delivered directly to the end-user without manual testing and verification. + +The terms *Continuous Delivery* and *Continuous Deployment* are often used interchangeably, but they have distinct meanings. Continuous delivery refers to the process of building, testing, and running software on a production-like environment, while continuous deployment refers specifically to the process of running the new version on the production environment itself. However, fully automated deployments may not always be desirable or feasible, depending on the organization's business needs and the complexity of the software being deployed. While continuous deployment builds on continuous delivery, the latter can offer significant value on its own. + +CI/CD integrates the principles of continuous integration and continuous delivery in a seamless workflow, allowing teams to catch and fix issues early and quickly deliver new features to users. The pipeline is often triggered by a code commit. Ideally, a Data Scientist would push the changes made to the code at each incremental step of development to a share repository, including metadata and documentation. This code commit would trigger the CI/CD pipeline to build, test, package, and deploy the model software. In contrast to the local development, the CI/CD steps will test the model changes on the full dataset and aiming to deploy for production. + +CI and CD practices help to increase the speed and quality of software development, by automating repetitive tasks and catching errors early, reducing the time and effort required to release new features, and increasing the stability of the deployed software. Examples for CI/CD Tools that enable automated testing with already existing build servers are for example GitHub Actions, Gitlab CI/CD, AWS Code Build, or Azure DevOps + +### Github Actions {.unnumbered} +GitHub Actions is an automation and workflow orchestration tool provided by GitHub. It allows developers to automate various tasks, processes directly within their GitHub repositories by providing a CI/CD framework for building, sharing, and executing automation workflows. The following code snippet shows an exemplary GitHub Actions pipeline to test, build and push a Docker image to the DockerHub registry. The code is structured in three parts. + +At first, the environment variables are defined under `env`. Two variables are defined here which are later called with by the command `env.VARIABLE`. +The second part defines when the pipeline is or should be triggered. The exampele shows three possibilites to trigger a pipelines, when pushing on the master branch `push`, when a pull request to the master branch is granted `pull_request`, or when the pipeline is triggered manually via the Github interface `workflow_dispatch`. +The third part of the code example introduces the actual jobs and steps performed by the pipeline. The pipeline consists of two jobs `pytest` and `docker`. The first represents the CI part of the pipeline. The run environment of the job is set up and the necessary requirements are installed. Afterward unit tests are run using the pytest library. If the `pytest` job was successful, the `docker` job will be triggered. The job builds the Dockerfile and pushes it automatically to the specified Dockerhub repository specified in `tags`. The step introduces another variable just like the `env.Variable` before, the `secrets.`. Secrets are a way by Github to safely store classified information like username and passwords. They can be set up using the Github Interface and used in the Github Actions CI using `secrets.SECRET-NAME`. + +\footnotesize +```yaml +name: Docker CI base + +env: + DIRECTORY: base + DOCKERREPO: seblum/mlops-public + +on: + push: + branches: master + paths: $DIRECTORY/** + pull_request: + branches: [ master ] + workflow_dispatch: + +jobs: + pytest: + runs-on: ubuntu-latest + defaults: + run: + working-directory: ./${{ env.DIRECTORY }} + steps: + - uses: actions/checkout@v3 + - name: Set up Python + uses: actions/setup-python@v4 + with: + python-version: '3.x' + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install -r requirements.txt + pip install pytest + pip install pytest-cov + - name: Test with pytest + run: | + pytest test_app.py --doctest-modules --junitxml=junit/test-results.xml --cov=com --cov-report=xml --cov-report=html + docker: + needs: pytest + runs-on: ubuntu-latest + steps: + - name: Set up QEMU + uses: docker/setup-qemu-action@v2 + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v2 + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + - name: Build and push + uses: docker/build-push-action@v3 + with: + file: ./${{ env.DIRECTORY }}/Dockerfile + push: true + tags: ${{ env.DOCKERREPO }}:${{ env.DIRECTORY }} +``` +\normalsize \ No newline at end of file diff --git a/manuscript/02.4-Ops_Overview-IaaC.Rmd b/manuscript/02.4-Ops_Overview-IaaC.Rmd new file mode 100644 index 0000000..f2bb5d6 --- /dev/null +++ b/manuscript/02.4-Ops_Overview-IaaC.Rmd @@ -0,0 +1,7 @@ +## Infrastructure as code + +Infrastructure as Code (IaC) is a software engineering approach that enables the automation of infrastructure provisioning and management using machine-readable configuration files rather than manual processes or interactive interfaces. + +This means that the infrastructure is defined using code, instead of manually setting up servers, networks, and other infrastructure components. This code can be version controlled, tested, and deployed just like any other software code. It also allows to automate the process of building and deploying infrastructure resources, enabling faster and more reliable delivery of services, as well as ensuring to provide the same environment every time. It also comes with the benefit of an increased scalability, improved security, and better visibility into infrastructure changes. + +It is recommended to utilize infrastructure-as-code to deploy an ML platform. Popular tools for implementing IaC are for example Terraform, CloudFormation, and Ansible. [Chapter 6](#terraform) gives a more detailed description and a tutorial on how to use Infrastructure as code using *Terraform*. diff --git a/manuscript/03-Airflow.Rmd b/manuscript/03-Airflow.Rmd index 738e354..1dc161f 100644 --- a/manuscript/03-Airflow.Rmd +++ b/manuscript/03-Airflow.Rmd @@ -8,10 +8,10 @@ However, the philosophy of Airflow is to define workflows as code, so coding wil The Airflow platform contains different operators to easily extend and connect with many other technologies. Being able to manage a workflow for all stages of the training of ML models, and the possibility to combine Airflow with other tools like MLflow for model tracking, make Apache Airflow a great tool to incorporate in an MLOps architecture. -The aim of this chapter is to give a tutorial on how to use Airflow from a user perspective, as well as give a short overview of its deployment. Airflow can be deployed in multiple ways, starting from a single processing unit on a local machine to a distributed setup with multiple compute resources for large workflows in a production setting. A detailed description of what an Airflow deployment involves is shown in the section Airflow Infrastructure. +The aim of this chapter is to give a tutorial on how to use Airflow from a user perspective, as well as give a short overview of its deployment. Airflow can be deployed in multiple ways, starting from a single processing unit on a local machine to a distributed setup with multiple compute resources for large workflows in a production setting. A detailed description of what an Airflow deployment involves is shown in the section [Airflow Infrastructure](#airflow-infrastructure). The usage tutorial is based on the local installation of Airflow. Please refer to the prerequisits on what is needed to follow through. ### Prerequisites {.unlisted .unnumbered} -The main prerequisites to follow this tutorial to have an Apache Airflow instance installed. The official documentation gives a good overview on [how to do](https://airflow.apache.org/docs/apache-airflow/stable/start.html). It is sufficient to run Airflow on a local deployment using `airflow standalone` or `airflow webserver` and accessing it via any browser under `http://localhost:8080/`. There is no need to set up a complex Airflow deployment on a cluster or else. Further needed is intermediate knowledge of the programming language Python and basic knowledge of bash. +The main prerequisites to follow this tutorial to have an Apache Airflow instance installed. The official documentation gives a good overview on [how to do](https://airflow.apache.org/docs/apache-airflow/stable/start.html). It is sufficient to run Airflow on a local deployment using `airflow standalone`, or `airflow webserver` and `airflow scheduler` and accessing it via any browser under `http://localhost:8080/`. There is no need to set up a complex Airflow deployment on a cluster or else. Further needed is intermediate knowledge of the programming language Python and basic knowledge of bash. diff --git a/manuscript/03.1-Airflow-Core_Components.Rmd b/manuscript/03.1-Airflow-Core_Components.Rmd index 06c4c09..675d48a 100644 --- a/manuscript/03.1-Airflow-Core_Components.Rmd +++ b/manuscript/03.1-Airflow-Core_Components.Rmd @@ -40,7 +40,7 @@ The second image depicts a detailed overview of the DAG "xcom_fundamentals". Bes ![](./images/03-Airflow/web-interface_dag-grid.png){ width=100% } -The Airflow command line interface also allows to interact with the DAGs. Below command shows its exemplary usage and how to list all active DAGs. Further examples of using the CLI in a specific context are show in the subsection about Tasks. +The Airflow command line interface also allows to interact with the DAGs. Below command shows its exemplary usage and how to list all active DAGs. Further examples of using the CLI in a specific context are show in the subsection about [Tasks](#tasks). \footnotesize ```bash @@ -62,7 +62,7 @@ An Operator represents a single predefined task in a workflow. It is basically a *Transfer Operators* are designed to transfer data from one place to another, for example to copy data from one cloud bucket to another. Those operators are often stateful, which means the downloaded data are first stored locally and then uploaded to a destination storage. The principle of a stateful execution defines them as an own category of operator. Finally, *Sensors* are a special subclass of operators that are triggered when an external event is happening, for example the creation of a file. -The `PythonOperator` is actually declared a deprecated function. Airflow 2.0 promotes to use the `@task`-decorator of *Taskflow* to define tasks in a more pythonic context. Yet, it still works in Airflow 2.0 and is still a very good example on how operators work. +> **_NOTE:_** The `PythonOperator` is actually declared a deprecated function. Airflow 2.0 promotes to use the `@task`-decorator of *Taskflow* to define tasks in a more pythonic context. Yet, it still works in Airflow 2.0 and is still a very good example on how operators work. #### Action Operators @@ -192,6 +192,9 @@ sync_azure_files_with_gcs = AzureFileShareToGCSOperator( ``` \normalsize +> **_NOTE:_** The Python code for the *Transfer Operators* has not been tested by myself. The examples are based on the official [Airflow documentation](https://airflow.apache.org/docs/). + + #### Sensors A *sensor* is a special subclass of an operator that is triggered when an external event is happening or a certain condition is be true. Such conditions are for example the creation of a file, an upload of a database record, or a certain response from a web request. @@ -515,4 +518,4 @@ def transform(**kwargs): As it is clearly visible, using TaskFlow is an easy approach to workflowing in Airflow. It takes away a lot of worries when it comes to building pipelines and allows for a flexible programing experience using decorators. It allows for several more functionalities, such as reusing decorated tasks in multiple DAGs, overriding task parameters like the `task_id`, custom XCom backends to automatically store data in e.g. AWS S3, and using TaskGroups to group multiple tasks for a better overview in the Airflow Interface. -However, even though Taskflow allows for a smooth way of developing workflows, it is beneficial to learn the traditional Airflow API to understand the fundamental concepts of how to create a workflow. The following section will build up on that knowledge and depict a full machine learning workflow as an example. +However, even though Taskflow allows for a smooth way of developing workflows, it is beneficial to learn the traditional Airflow API to understand the fundamental concepts of how to create a workflow. The [following-section](#exemplary-ml-workflow) will build up on that knowledge and depict a full machine learning workflow as an example. diff --git a/manuscript/03.2-Airflow-Exemplary_ML_Workflow.Rmd b/manuscript/03.2-Airflow-Exemplary_ML_Workflow.Rmd index d50d4ee..7eed140 100644 --- a/manuscript/03.2-Airflow-Exemplary_ML_Workflow.Rmd +++ b/manuscript/03.2-Airflow-Exemplary_ML_Workflow.Rmd @@ -1,12 +1,157 @@ ## Exemplary ML workflow -Please refer to the previous section. This involves everything +The following shows an exemplary Airflow DAG by building a MNIST Image Classification Workflow with Keras and the Taskflow API. The DAG automates the process of training and testing a convolutional neural network (CNN) model using the popular MNIST dataset and Keras. The DAG demonstrates how to set up a simple task flow for data preprocessing, model training, and model testing. A python file of the DAG can be found [here](https://github.com/seblum/mlops-engineering-book/tree/master/manuscript/files/05-Airflow/08_exemlary-ML-Workflow) + +The Airflow DAG is named `"tutorial_mnist_keras_taskflow_api"` and is designed to be informative and easy to understand. It includes three distinct tasks: `preprocess_data()`, `train_model(data_paths_dict)`, and `test_model(model_name)`. These tasks collectively create a streamlined workflow for building, training, and evaluating a deep learning model. + +The `preprocess_data()` task preprocesses the MNIST dataset, which includes loading and scaling the image data and converting class labels into categorical format. The preprocessed data is then saved as NumPy arrays for subsequent use. This task returns a dictionary containing file paths to these preprocessed data arrays. + +The `train_model(data_paths_dict)` task is responsible for building and training the Keras CNN model. It starts by loading the preprocessed data using the data paths provided in the input dictionary. The CNN architecture comprises convolutional and pooling layers, followed by flattening and dense layers. After model compilation, training begins with specified hyperparameters such as batch size and epochs. Once training is complete, the model is saved with a name, and the task returns this name as output. + +The `test_model(model_name)` task loads the trained Keras model using the provided model name and evaluates its performance on the test dataset. It calculates and prints both the test loss and accuracy, providing insights into how well the model generalizes to unseen data. + +The DAG execution flow is straightforward. It starts with the `preprocess_data()` task, which prepares the data for model training. The output of this task is then passed as an input to the `train_model(data_paths_dict)` task, where the CNN model is constructed and trained. Finally, the `test_model(model_name)` task tests the trained model and reports its performance metrics. \footnotesize ```python -# build dag that includes everything from before -def to_be_done(): - pass +@dag( + dag_id="tutorial_mnist_keras_taskflow_api", + schedule=None, + start_date=pendulum.datetime(2021, 1, 1, tz="UTC"), + catchup=False, + tags=["example", "mnist", "keras"], +) +def tutorial_mnist_keras_taskflow_api(): + """ + This Airflow DAG demonstrates a simple task flow for training and testing a Keras model on the MNIST dataset. + It consists of three tasks: preprocess_data, train_model, and test_model. + """ + + @task() + def preprocess_data(): + """ + Preprocesses the MNIST dataset, scaling it and saving the preprocessed data as NumPy arrays. + + Returns: + dict: A dictionary containing file paths to the preprocessed data arrays. + """ + dirname = f"{os.path.dirname(__file__)}/data/" + print("dirname: ", dirname) + + num_classes = 10 + path = f"{dirname}mnist.npz" + + (x_train, y_train), (x_test, y_test) = keras.datasets.mnist.load_data(path=path) + + # Scale images to the [0, 1] range + x_train = x_train.astype("float32") / 255 + x_test = x_test.astype("float32") / 255 + # Make sure images have shape (28, 28, 1) + x_train = np.expand_dims(x_train, -1) + x_test = np.expand_dims(x_test, -1) + print("x_train shape:", x_train.shape) + print(x_train.shape[0], "train samples") + print(x_test.shape[0], "test samples") + + # convert class vectors to binary class matrices + y_train = keras.utils.to_categorical(y_train, num_classes) + y_test = keras.utils.to_categorical(y_test, num_classes) + + y_train_path = f"{dirname}y_train.npy" + x_train_path = f"{dirname}x_train.npy" + y_test_path = f"{dirname}y_test.npy" + x_test_path = f"{dirname}x_test.npy" + + np.save(y_train_path, y_train) + np.save(x_train_path, x_train) + np.save(y_test_path, y_test) + np.save(x_test_path, x_test) + + data_paths_dict = { + "y_train_path": y_train_path, + "x_train_path": x_train_path, + "y_test_path": y_test_path, + "x_test_path": x_test_path, + } + return data_paths_dict + + @task(multiple_outputs=True) + def train_model(data_paths_dict: dict): + """ + Trains a Keras model on the preprocessed MNIST dataset. + + Args: + data_paths_dict (dict): A dictionary containing file paths to the preprocessed data arrays. + + Returns: + model_data_paths_dict: A dictionary containing file paths to the preprocessed data arrays and the model name after training. + """ + dirname = f"{os.path.dirname(__file__)}/data/" + print("dirname: ", dirname) + + ## Load preprocessed train data + y_train = np.load(data_paths_dict.get("y_train_path")) + x_train = np.load(data_paths_dict.get("x_train_path")) + + ## Build the model + input_shape = (28, 28, 1) + num_classes = 10 + model = keras.Sequential( + [ + keras.Input(shape=input_shape), + layers.Conv2D(32, kernel_size=(3, 3), activation="relu"), + layers.MaxPooling2D(pool_size=(2, 2)), + layers.Conv2D(64, kernel_size=(3, 3), activation="relu"), + layers.MaxPooling2D(pool_size=(2, 2)), + layers.Flatten(), + layers.Dropout(0.5), + layers.Dense(num_classes, activation="softmax"), + ] + ) + model.summary() + + ## Train the model + batch_size = 128 + epochs = 15 + + model.compile( + loss="categorical_crossentropy", optimizer="adam", metrics=["accuracy"] + ) + + model.fit( + x_train, y_train, batch_size=batch_size, epochs=epochs, validation_split=0.1 + ) + model_path = f"{dirname}model.keras" + model.save(model_path) + + model_data_paths_dict = deepcopy(data_paths_dict) + model_data_paths_dict["model_name"] = model_path + return model_data_paths_dict + + @task() + def test_model(model_data_paths_dict: str): + """ + Tests a trained Keras model on the test dataset and prints the test loss and accuracy. + + Args: + model_data_paths_dict: A dictionary containing file paths to the preprocessed data arrays and the model name after training. + """ + ## Load preprocessed test data + y_test = np.load(model_data_paths_dict.get("y_test_path")) + x_test = np.load(model_data_paths_dict.get("x_test_path")) + + model = keras.models.load_model(model_data_paths_dict.get("model_name")) + + score = model.evaluate(x_test, y_test, verbose=0) + print("Test loss:", score[0]) + print("Test accuracy:", score[1]) + + data_paths_dict = preprocess_data() + model_data_paths_dict = train_model(data_paths_dict) + test_model(model_data_paths_dict) + + +tutorial_mnist_keras_taskflow_api() ``` \normalsize diff --git a/manuscript/03.3-Airflow-infrastructure.Rmd b/manuscript/03.3-Airflow-infrastructure.Rmd index d13875d..d34b47e 100644 --- a/manuscript/03.3-Airflow-infrastructure.Rmd +++ b/manuscript/03.3-Airflow-infrastructure.Rmd @@ -27,7 +27,7 @@ The *scheduler* is basically the brain and heart of Airflow. It handles triggeri ### Webserver -The *webserver* runs the web interface of Airflow and thus the user interface every Airflow user sees. This allows to inspect, trigger, and debug DAGs and tasks in Airflow (and much more!), such as seen in the previous chapters. Each user interaction and change is written to the *DAG directory* or the *metadata database*, from where the *scheduler* will read and act upon. +The *webserver* runs the web interface of Airflow and thus the user interface every Airflow user sees. This allows to inspect, trigger, and debug DAGs and tasks in Airflow (and much more!). Each user interaction and change is written to the *DAG directory* or the *metadata database*, from where the *scheduler* will read and act upon. ### Executor diff --git a/manuscript/04.1-MlFlow-Core_Components.Rmd b/manuscript/04.1-MlFlow-Core_Components.Rmd index f083428..4e56b84 100644 --- a/manuscript/04.1-MlFlow-Core_Components.Rmd +++ b/manuscript/04.1-MlFlow-Core_Components.Rmd @@ -274,7 +274,7 @@ print(f"model_pred: {model_pred}") ### MLflow Model Registry -The MLflow Model Registry provides a central model store to manage the lifecycle of an ML Model. This allows to register MLflow models like the *RandomForestRegressor* from the previous section to the Model Registry and include model versioning, stage transitions, and annotations. In fact, by running `MLflow.sklearn.log_model` we already did exactly that. Look at how easy the MLflow API is to use. Let's have a look at the code again. +The MLflow Model Registry provides a central model store to manage the lifecycle of an ML Model. This allows to register MLflow models like the *RandomForestRegressor* from the [previous section](#mlflow-models) to the Model Registry and include model versioning, stage transitions, and annotations. In fact, by running `MLflow.sklearn.log_model` we already did exactly that. Look at how easy the MLflow API is to use. Let's have a look at the code again. \footnotesize ```python @@ -391,7 +391,7 @@ mlflow run . -P alpha=5.0 MLFLOW_TRACKING_URI=http://localhost: mlflow run . --experiment-name="models-experiment" # Run the MLflow project from a Github URI and use the localhost as backend -MLFLOW_TRACKING_URI=http://localhost: MLflow run https://github.com/seblum/mlops-practice#files/06-MLFlow/mlprojects --version=chapter/mlflow +MLFLOW_TRACKING_URI=http://localhost: MLflow run https://github.com/mlflow/mlflow-example/MLprojects --version=chapter/mlflow ``` \normalsize diff --git a/manuscript/05-Kubernetes.Rmd b/manuscript/05-Kubernetes.Rmd index 5f79fd3..99da267 100644 --- a/manuscript/05-Kubernetes.Rmd +++ b/manuscript/05-Kubernetes.Rmd @@ -5,4 +5,6 @@ Kubernetes (short: K8s) is greek and means pilot. K8s is an applications orchest ### Prerequisites {.unlisted .unnumbered} As a prerequisites to go through this tutorial and implement the scripts one has to have Docker installed, Kubectl to interact via the command line with K8s, as well as Minikube to run a K8s cluster on a local machine. Please refer to the corresponding sites. +All configuration files within this tutorial can be found in the github repository of this [book](https://github.com/seblum/mlops-engineering-book/tree/master/manuscript/files/05-Kubernetes). + diff --git a/manuscript/05.1-Kubernetes-Core_Components.Rmd b/manuscript/05.1-Kubernetes-Core_Components.Rmd index 2213f7b..d40bd6b 100644 --- a/manuscript/05.1-Kubernetes-Core_Components.Rmd +++ b/manuscript/05.1-Kubernetes-Core_Components.Rmd @@ -19,7 +19,7 @@ To be able to work as the brain of the cluster, the master node contains a contr ![Master Node](images/05-Kubernetes/master-node.png){ width=100% } ##### API Server -The api servers serves as the connection between the frontend and the K8s controll plane. All communications, external and interal, go through it. Frontend to Kubernetes Controll Plane. It exposes a restful api on port 443 to allow communication, as well as performes authentication and authorization checks. Whenever we perform something on the K8s cluster, e.g. using a command like `kubectl apply -f `, we communicate with the api server (what we do here is shown in the section about pods). +The api servers serves as the connection between the frontend and the K8s controll plane. All communications, external and interal, go through it. Frontend to Kubernetes Controll Plane. It exposes a restful api on port 443 to allow communication, as well as performes authentication and authorization checks. Whenever we perform something on the K8s cluster, e.g. using a command like `kubectl apply -f `, we communicate with the api server (what we do here is shown in the [section about pods](#pods)). ##### Cluster store The cluster store stores the configuration and state of the entire cluster. It is a distributed key-value data store and the single source of truth database of the cluster. As in the example before, whenever we apply a command like `kubectl apply -f `, the file is stored on the cluster store to store the configuration. diff --git a/manuscript/05.2-Kubernetes-Application_Deployment_and_Design.Rmd b/manuscript/05.2-Kubernetes-Application_Deployment_and_Design.Rmd index ba7792a..c6ebc42 100644 --- a/manuscript/05.2-Kubernetes-Application_Deployment_and_Design.Rmd +++ b/manuscript/05.2-Kubernetes-Application_Deployment_and_Design.Rmd @@ -213,18 +213,65 @@ spec: \normalsize ### StatefulSets -*StatefulSets* are used to deploy and manage stateful applications. Stateful applications are applications which are long lived, for example databases. Most applications of K8s are stateless as they only run for a specific task. However, a database is a state of truth and should be present at all time. StatefulSets manage the pods based on the same container specifications such as Deployments. +*StatefulSets* are used to deploy and manage stateful applications. Stateful applications are applications which are long lived, for example databases. Most applications of K8s are stateless as they only run for a specific task, like Deployments or Pods. However, a database is a state of truth and should be present at all time. StatefulSets manage the pods based on the same container specifications such as Deployments. However, unlike a Deployment, a StatefulSet ensures that each of its Pods retains a distinct identity, maintaining a persistent identifier through potential rescheduling. -Lets assume we have a StatefulSet with 3 replicas. Each Pod has a PV attached. +Lets assume we have a StatefulSet with 3 replicas that is exposed by a headless service named `ngnix-service`. Each Pod has a PV attached. \footnotesize ```yaml +apiVersion: v1 +kind: Service +metadata: + name: nginx-service + labels: + app: nginx +spec: + ports: + - port: 80 + name: web-statefulset + clusterIP: None + selector: + app: nginx-service +--- +apiVersion: apps/v1 +kind: StatefulSet +metadata: + name: web-statefulset +spec: + serviceName: "nginx-service" + replicas: 3 + selector: + matchLabels: + app: nginx + template: + metadata: + labels: + app: nginx + spec: + containers: + - name: nginx + image: registry.k8s.io/nginx-slim:0.8 + ports: + - containerPort: 80 + name: web-statefulset + volumeMounts: + - name: data + mountPath: /usr/share/nginx/html + volumeClaimTemplates: + - metadata: + name: data + spec: + accessModes: [ "ReadWriteOnce" ] + # storageClassName: storage-class-name + resources: + requests: + storage: 1Gi ``` \normalsize ### Jobs & Cron Jobs -Using the *busybox* image in the section about volumes we experienced that the image is very short lived. K8s is not aware of this and runs into a CrashLoopBackOff-Error. K8s will try and restart the container itself though until it BackOffs completley. Because the image is so short live, a job within the image has to be executed such as done with a shell command previously. However, what if we have a simple task that only should run like every 5 minutes, or every single day? A good idea is to use CronJobs for such tasks that start the image if needed. When comparingJobs jobs and CronJobs, jobs execute only once, whereas CronJobs execute depending on an specified expression. +Using the *busybox* image in the [section about volumes](#volumes-and-storage) we will experience that the image is very short lived. K8s is not aware of this and runs into a CrashLoopBackOff-Error. K8s will try and restart the container itself though until it BackOffs completley. Because the image is so short live, a job within the image has to be executed such as done with a shell command previously. However, what if we have a simple task that only should run like every 5 minutes, or every single day? A good idea is to use CronJobs for such tasks that start the image if needed. When comparingJobs jobs and CronJobs, jobs execute only once, whereas CronJobs execute depending on an specified expression. The following job simulates a backup to a database that runs 30 seconds in total. The part in the `args` specifies that the container will sleep for 20 seconds (the hypothetical backup). Afterward, the container will wait 10 seconds to shut down, as specified in `ttlSecondsAfterFinished`. diff --git a/manuscript/05.3-Kubernetes-Services_and_Networking.Rmd b/manuscript/05.3-Kubernetes-Services_and_Networking.Rmd index ace780c..621af2d 100644 --- a/manuscript/05.3-Kubernetes-Services_and_Networking.Rmd +++ b/manuscript/05.3-Kubernetes-Services_and_Networking.Rmd @@ -1,5 +1,5 @@ -## Services & Networking +## Services and Networking ### Services @@ -154,7 +154,7 @@ spec: ### Service Discovery -Service Discovery is a mechanism that lets applications and microservices locate each other on a network. In fact, we have aready used Service Discovery in the previous sections, they just haven't been mentioned yet. If a client wants to communicate with the application, it should not use the IP of an individual Pod should not use the individual pod ip. Instead, we should rely on services as they have a stable IP address. We have already seen this in the section about Services. Yet, each pod has also an individual DNS (Domain Name System). A DNS translates a domain names to an IP address, just one lookes up a number in a telephone book, so it's much easier to reference to a resource online. This is where service Discovery enters the game. +Service Discovery is a mechanism that lets applications and microservices locate each other on a network. In fact, we have aready used Service Discovery in the previous sections, they just haven't been mentioned yet. If a client wants to communicate with the application, it should not use the IP of an individual Pod should not use the individual pod ip. Instead, we should rely on services as they have a stable IP address. We have already seen this in the [section about Services](#services). Yet, each pod has also an individual DNS (Domain Name System). A DNS translates a domain names to an IP address, just one lookes up a number in a telephone book, so it's much easier to reference to a resource online. This is where service Discovery enters the game. ![Service Discovery](images/05-Kubernetes/service-discovery.png) diff --git a/manuscript/05.4-Kubernetes-Storage.Rmd b/manuscript/05.4-Kubernetes-Storage.Rmd index cb0c569..3f6b635 100644 --- a/manuscript/05.4-Kubernetes-Storage.Rmd +++ b/manuscript/05.4-Kubernetes-Storage.Rmd @@ -1,7 +1,7 @@ -## Volume & Storage +## Volumes and Storage -Since Pods are ephemeral, any data associated is deleted when a Pod or container restarts. Applications are run stateless the majority of the times, meaning the data does not needs to be kept on the node and the data is stored on an external database. However, there are times when the data wants to be kept, shared between Pods, or when it should persist on the host file system (disk). As described in the section about Pods, a Pod can contain volumes. Volumes are exactly what is needed for such tasks. They are used to store and access data which can be persistent or long lived on K8s. +Since Pods are ephemeral, any data associated is deleted when a Pod or container restarts. Applications are run stateless the majority of the times, meaning the data does not needs to be kept on the node and the data is stored on an external database. However, there are times when the data wants to be kept, shared between Pods, or when it should persist on the host file system (disk). As described in the [section about Pods](#pods), a Pod can contain volumes. Volumes are exactly what is needed for such tasks. They are used to store and access data which can be persistent or long lived on K8s. There are different types of volumes, e.g.: diff --git a/manuscript/05.5-Kubernetes-Environment_Configuration_and_Security.Rmd b/manuscript/05.5-Kubernetes-Environment_Configuration_and_Security.Rmd index 4ccc9ad..ced8b00 100644 --- a/manuscript/05.5-Kubernetes-Environment_Configuration_and_Security.Rmd +++ b/manuscript/05.5-Kubernetes-Environment_Configuration_and_Security.Rmd @@ -47,7 +47,7 @@ spec: ``` \normalsize -When creating a Service, a corresponding DNS entry is created as well, such as seen in the Services section when calling `backendflask` directly. This entry is created according to the namespace which is denoted to the service. This can be useful when using the same configuration across multiple namespaces such as development, staging, and production. It is also possible to reach across namespaces. One needs to use the fully qualified domain name (FQDN) tough, such as `..svc.cluster.local`. +When creating a Service, a corresponding DNS entry is created as well, such as seen in the [Services section](#services) when calling `backendflask` directly. This entry is created according to the namespace which is denoted to the service. This can be useful when using the same configuration across multiple namespaces such as development, staging, and production. It is also possible to reach across namespaces. One needs to use the fully qualified domain name (FQDN) tough, such as `..svc.cluster.local`. ### Labels, Selectors and Annotations @@ -74,7 +74,7 @@ kubectl get pods -l 'key in (value1, value2)' ``` \normalsize -When using ReplicaSets in a Deployment, their selector matches the labels to a specific pod (check e.g. the section describing Deployments). Any Pods matching the label of the selector will be created according to the specified replicas. Of course, there can also be multiple labels specified. +When using ReplicaSets in a Deployment, their selector matches the labels to a specific pod (check e.g. the [section describing Deployments](#deployments)). Any Pods matching the label of the selector will be created according to the specified replicas. Of course, there can also be multiple labels specified. The same principle accounts when working with Services. Below example shows two different Pods and two NodePort services. Each service matches to a Pod based on their selector-label relationship. Have a look at their specific settings using `kubectl`. The Nodeport Service *labels-and-selectors-2* has no endpoints, as it is a all-or-none-principle and none of the created Pods matches the label `environment=dev`. In contrast, even though the Pod *cat-v1* has multiple labels specified `app: cat-v1; version: one`, the NodePort Service *labels-and-selectors* is linked to it. It is also linked to the second Pod *cat-v2*. \footnotesize @@ -287,7 +287,7 @@ spec: ``` \normalsize -We can check for the attached configs by accessing the containers via the shell, similar to what we did in the section about Volumes. In the container *config-map-volume*, the configs are saved under the respective `mountPath` of the volume. In the *config-map-env*, the configs are stored as environment variables. +We can check for the attached configs by accessing the containers via the shell, similar to what we did in the [section about Volumes](#volumes-and-storage). In the container *config-map-volume*, the configs are saved under the respective `mountPath` of the volume. In the *config-map-env*, the configs are stored as environment variables. \footnotesize ```bash diff --git a/manuscript/05.6-Kubernetes-Observability_and_Maintenance.Rmd b/manuscript/05.6-Kubernetes-Observability_and_Maintenance.Rmd index d950069..990c70e 100644 --- a/manuscript/05.6-Kubernetes-Observability_and_Maintenance.Rmd +++ b/manuscript/05.6-Kubernetes-Observability_and_Maintenance.Rmd @@ -1,7 +1,9 @@ ## Observability & Maintenance ### Health Checks -Applications running in service need to be healthy at all times so they are ready to receive traffic. K8s uses a process called health checks to test whether an application is alive. If there are any issues and the application is unhealthy, K8s will restart the process. Yet, checking only whether a process is up and running might be not sufficient. What if, e.g., a client wants to connect to a database and the connection cannot be established, even though the app is up and running? To solve more specific issues like this, health checks like a *liveness probe* or *readiness probe* can be used. If there have not been specified, K8s will use the default checks to test whether a process is running. +Applications running in service need to be healthy at all times so they are ready to receive traffic. K8s uses a process called health checks to test whether an application is alive. If there are any issues and the application is unhealthy, K8s will restart the process. Yet, checking only whether a process is up and running might be not sufficient. What if, e.g., a client wants to connect to a database and the connection cannot be established, even though the app is up and running? To solve more specific issues like this, health checks like a *liveness probe* or *readiness probe* can be used. If there have not been specified, K8s will use the default checks to test whether a process is running. + +There are three primary types of health checks: *TCP*, *exec*, and *HTTP*. *TCP* health checks perform a GET request on container’s IP by verifying if a network socket is open and responsive. *Exec* health checks allow custom scripts or commands to be run within the container which can be specified using the `exec` field in the yaml definition file. Thirdly, a *HTTP* request checks the status of a web service by sending HTTP requests to specific endpoints, making them particularly suited for applications with HTTP interfaces. The choice of health check type depends on the nature of the application and the specific aspects to monitor. For the sake of this tutorial only the last type `http` will be covered. #### Liveness Probe The Kubelet of a node uses *Liveness Probes* to check whether an application runs fine or whether it is unable to make progress and its stuck on a broken state. For example, it could catch a deadlock, a database connection failure, etc. The Liveness Probe can restart a container accordingly. To use a Liveness Probe, an endpoint needs to be specified. The benefit of this is, that it is simple to define what it means for an application to be healthy just by defining a path. @@ -100,5 +102,3 @@ spec: targetPort: 8080 ``` \normalsize - -### Debugging diff --git a/manuscript/05.7-Kubernetes-Helm.Rmd b/manuscript/05.7-Kubernetes-Helm.Rmd index 6cca4f1..d8b6e15 100644 --- a/manuscript/05.7-Kubernetes-Helm.Rmd +++ b/manuscript/05.7-Kubernetes-Helm.Rmd @@ -1,10 +1,10 @@ ## Helm - The previous sections showed the complexity of working with Kubernetes. As in other programming languages, there are easier ways to manage an application rather than writing all of the deployments and services of an application by hand. - Among others, *Helm* is a package manager for Kubernetes that enables to template and group Kubernetes manifests as versioned packages. - - Helm packages applications into so called **, which are a collection of yaml and helper templates. Once an application is packaged, it can be installed onto a Kubernetes cluster using a single command. - Helm s are packaged as `tar`files and stored in repositories similar to registries like Docker or PyPi, and some repository registries like Artifactory automatically index Helm Charts. This ease of working allows Helm to provide a large collection of open-source charts to easily deploy applications such as [PostgreSQL](https://github.com/bitnami/charts/tree/master/bitnami/postgresql), [Redis](https://github.com/bitnami/charts/tree/master/bitnami/redis), [Nginx](https://github.com/kubernetes/ingress-nginx), and [Prometheus](https://github.com/prometheus-community/helm-charts). +The previous sections showed the complexity of working with Kubernetes. As in other programming languages, there are easier ways to manage an application rather than writing all of the deployments and services of an application by hand. +Among others, *Helm* is a package manager for Kubernetes that enables to template and group Kubernetes manifests as versioned packages. + +Helm applications are a collection of yaml and helper templates. Once an application is packaged, it can be installed onto a Kubernetes cluster using a single command. +Helm applications are packaged as `tar` files and stored in repositories similar to registries like Docker or PyPi, and some repository registries like *Artifactory* automatically index Helm Charts. This ease of working allows Helm to provide a large collection of open-source charts to easily deploy applications such as [PostgreSQL](https://github.com/bitnami/charts/tree/master/bitnami/postgresql), [Redis](https://github.com/bitnami/charts/tree/master/bitnami/redis), [Nginx](https://github.com/kubernetes/ingress-nginx), and [Prometheus](https://github.com/prometheus-community/helm-charts). ### Helm Chart Structure diff --git a/manuscript/06.1-Terraform-Basic_Usage.Rmd b/manuscript/06.1-Terraform-Basic_Usage.Rmd index 51ef957..4352946 100644 --- a/manuscript/06.1-Terraform-Basic_Usage.Rmd +++ b/manuscript/06.1-Terraform-Basic_Usage.Rmd @@ -17,7 +17,7 @@ resource "local_file" "hello" { ### terraform init -When a project is run for the first time the terraform project needs to be initialized. This is done via the `terraform init` command. Terraform scans the project files in this step and downloads any required providers needed (more details to providers in a following section). In the given example this is the local procider. +When a project is run for the first time the terraform project needs to be initialized. This is done via the `terraform init` command. Terraform scans the project files in this step and downloads any required providers needed (more details to providers in the [section about providers](#providers)). In the given example this is the local provider. \footnotesize ```bash diff --git a/manuscript/06.5-Terraform-Exemplary_deployment.Rmd b/manuscript/06.5-Terraform-Exemplary_deployment.Rmd index b512749..e8eb006 100644 --- a/manuscript/06.5-Terraform-Exemplary_deployment.Rmd +++ b/manuscript/06.5-Terraform-Exemplary_deployment.Rmd @@ -1,28 +1,238 @@ - ## Exemplary Deployment -**Building a VPC with EC2 & S3** +**Configuring NGINX on Amazon EC2 Instances Using Terraform** + +In this final exemplary Terraform deployment, we aim to establish our cloud infrastructure on AWS as done in the previous subsections. This infrastructure comprises an AWS Virtual Private Cloud (VPC) housing EC2 instances, upon which NGINX will be deployed. The structural arrangement is as follows: -Finally, we want to put everything together and provision our own cloud infrastructure using Terraform. We will create a AWS Virtual private Cloud with EC2 Instances running on it, and S3 Buckets attached to the them. We will use *for_each* and *count* to create multiple instaces. The Terraform infrastructure is separated into three modules *VPS*, *EC2*, and *S3*. +We employ two distinct modules: the `"root"` module and the `"vpc"` module. The `"root"` module is responsible for orchestrating all other modules, respectively the `"vpc"` module, alongside integrating all further resources, such as for example `ec2_instances`. The ultimate goal is to have NGINX efficiently operational on these EC2 instances within the provisioned AWS VPC. ```bash root │ main.tf │ variables.tf │ outputs.tf +│ providers.tf +│ userdata.tpl +│ terraform.pem # (to be created in the aws console) │ -└── networking -│ │ main.tf -│ │ variables.tf -│ │ outputs.tf -│ -└── ec2 +└── vpc │ │ main.tf │ │ variables.tf │ │ outputs.tf -│ -└── s3 - │ main.tf - │ variables.tf - │ outputs.tf ``` + +Before executing the provided Terraform script, it's necessary to first create an AWS key pair (pem file) with the specific name `terraform.pem` within the AWS Management Console. This key pair will be instrumental for SSH access to the EC2 instances that the script is designed to provision. To accomplish this, log in to your AWS account via the AWS Management Console, navigate to the EC2 service, and then locate the "Key Pairs" section under "Network & Security" in the EC2 dashboard. Click on the "Create Key Pair" button and assign the name `terraform` to your key pair. Once created, a `.pem` file will be generated and automatically downloaded to your computer. Ensure you save this file in a secure location, as it will be used for accessing the EC2 instances. With the `terraform.pem` file prepared, you can proceed to run the Terraform script, ensuring that the file resides in the same directory where you intend to execute the Terraform commands. + +### root + +In this Tutorial, the term *root* designates the highest-level directory within the codebase, wherein crucial components such as primary modules, provider configurations, and terraform.tfvars variables are typically established. + +#### main.tf + +The `main.tf` defines the main code for deploying an AWS EC2 instance and related resources. First, it collects data about the latest AWS Ubuntu Amazon Machine Image (AMI) with a specific name pattern using the `aws_ami` data source. This image will be used as the base for EC2 instances. + +It deploys an EC2 instance using the `"terraform-aws-modules/ec2-instance/aws"` module, specifying various parameters such as the AMI ID obtained from the data source, instance type `t2.micro`, the security group we create with the `vpc` module, the SSH `key_name` we created within the AWS console, and `userdata.tpl` script which installed ngnix on the instance. + +On the bottom of the code, the `vpc` module is deployed using a custom module located in the `"./vpc"` directory, with a specified security group name. As mentioned earlier, EC2 instance is associated with this security group for network access control. As the EC2 instance is dependent on the security group, the `vpc` module will be created before the `ec2_instance`, even if the code is specified afterward. + +\footnotesize +```javascript +# DATA +data "aws_ami" "aws_ubuntu" { + most_recent = true + owners = ["amazon"] + + filter { + name = "name" + values = ["ubuntu/images/hvm-ssd/ubuntu-focal-20.04-amd64-server-*"] + } + +} + +module "ec2_instances" { + source = "terraform-aws-modules/ec2-instance/aws" + version = "3.5.0" + count = 1 + + name = "ec2-nginx-demo" + + ami = data.aws_ami.aws_ubuntu.id + instance_type = "t2.micro" + vpc_security_group_ids = [module.vpc.aws_security_group_id] + key_name = var.pem_key_name + user_data = file("userdata.tpl") + + tags = { + Name = "NginxDemo" + } +} + +module "vpc" { + source = "./vpc" + security_group_name = "demo_sg" +} +``` +\normalsize + +#### outputs.tf + +The `outputs.tf` file defines an output named `"aws_instance_public_dns"` that captures and makes accessible the public DNS of the first EC2 instance created using the `"ec2_instances"` module. + +\footnotesize +```javascript +output "aws_instance_public_dns" { + value = module.ec2_instances[0].public_dns +} +``` +\normalsize + + +#### providers.tf + +The `providers.tf` establishes an AWS provider configuration where the `"aws"` provider is defined with the AWS region specified by `"var.region"`. This region configuration ensures that subsequent AWS resources and modules defined in the Terraform configuration will be created within the specified AWS region. + +\footnotesize +```javascript +# Provider +provider "aws" { + region = var.region +} +``` +\normalsize + + +#### terraform.tfvars + +The input provided in the `terraform.tfvars` file sets the value of the variable `"pem_key_name"`. This configuration file is used to assign specific values to variables defined in the Terraform configuration. + +\footnotesize +```javascript +pem_key_name = "terraform" +``` +\normalsize + + +#### variables.tf + +The `variables.tf` defines two variables: `"pem_key_name"` and `"region"`. The `"pem_key_name"` variable is intended for specifying the name of an AWS PEM key within the AWS console and is of string data type. Meanwhile, the `"region"` variable is designed for specifying the AWS region and has a default value set to a default of `"eu-central-1"` if not explicitly specified. + +\footnotesize +```javascript +variable "pem_key_name" { + description = "Name of the pem key within AWS console" + type = string +} + +variable "region" { + description = "AWS Region" + type = string + default = "eu-central-1" +} +``` +\normalsize + + + +### vpc + +The `"vpc"` module is responsible for defining and configuring an Amazon Virtual Private Cloud (VPC) on AWS as part of the infrastructure provisioning process. + +#### main.tf + +The provided Terraform code accomplishes two primary tasks. Firstly, it establishes a default Virtual Private Cloud (VPC) by defining an AWS resource of type `aws_default_vpc` named "default." This action results in the creation of a default VPC within the AWS region corresponding to the Terraform configuration's execution environment. Default VPCs are pre-configured VPCs automatically provided by AWS upon the creation of an AWS account. + +Secondly, the code proceeds to create an AWS security group resource designated as "aws_security_group" with the name specified by the variable `var.security_group_name`. This security group is given the description "allow ssh on 22 & http on port 80." It is associated with the previously created default VPC (`aws_default_vpc.default.id`). The security group's inbound rules permit incoming traffic on port 22 (SSH) and port 80 (HTTP) from any source IP address (`0.0.0.0/0`). Additionally, an egress rule with unrestricted outbound access is configured to allow all traffic (protocol "-1") from the security group. This security group definition is instrumental in governing the network access policies for associated AWS resources, such as EC2 instances. + +\footnotesize +```javascript +# Default VPC +resource "aws_default_vpc" "default" {} + +# Security group +resource "aws_security_group" "nginx_demo" { + name = var.security_group_name + description = "allow ssh on 22 & http on port 80" + vpc_id = aws_default_vpc.default.id + + ingress { + from_port = 22 + to_port = 22 + protocol = "tcp" + cidr_blocks = ["0.0.0.0/0"] + } + + ingress { + from_port = 80 + to_port = 80 + protocol = "tcp" + cidr_blocks = ["0.0.0.0/0"] + } + + egress { + from_port = 0 + to_port = 0 + protocol = "-1" + cidr_blocks = ["0.0.0.0/0"] + } +} +``` +\normalsize + +#### variables.tf + +The `variables.tf` defines only one variable names `"security_group_name"`. This variable serves as a parameter that allows to customize and provide a name to the custom security group when using the Terraform configuration. + +\footnotesize +```javascript +variable "security_group_name" { + type = string + description = "Name of the security group" +} +``` +\normalsize + +#### outputs.tf + +The provided `outputs.tf` defines an output named `"aws\_security\_group_id"` which captures and makes available the value of the created `id` attribute of the AWS security group resource with the identifier `"nginx_demo"`, we created earlier. + +\footnotesize +```javascript +output "aws_security_group_id" { + value = aws_security_group.nginx_demo.id +} +``` +\normalsize + + +### Run the code + +As outlined in the section [Basic usage](#basic-usage), you can execute the Terraform code by following a sequence of Terraform CLI commands. Here's a step-by-step guide to working with the code: + +**Initialize Terraform** (if you haven't already done so) and downloads the necessary providers and modules. +```bash +terraform init +``` + +**Validate the Configuration** to check the syntax and validity of your Terraform configuration files. +```bash +terraform validate +``` + +**Plan the Infrastructure** and create an execution plan, displaying the changes that Terraform will make to your infrastructure. Review the plan to ensure everything is correct. +```bash +terraform plan +``` + +**Apply the Configuration** and confirm the changes by entering "yes" when prompted. +```bash +terraform apply +``` + +**Testing NGINX Deployment** +After the `terraform apply` command successfully completes, you can access the NGINX deployment using the public DNS defined as an output in your Terraform script. Open the URL provided in a web browser to verify the NGINX server's availability. + +**Destroy Resources** (After Testing) to clean up and remove all the resources created by Terraform. + ```bash + terraform destroy + ``` + diff --git a/manuscript/07-ML-Project_Design.Rmd b/manuscript/07-ML-Project_Design.Rmd index 88005f1..3af2e1b 100644 --- a/manuscript/07-ML-Project_Design.Rmd +++ b/manuscript/07-ML-Project_Design.Rmd @@ -3,23 +3,28 @@ ML platforms can be set up in various ways to apply MLOps practices to the machine learning workflow. (1) SaaS tools provide an integrated development and management experience, with an aim to offer an end-to-end process. (2) Custom-made platforms offer high flexibility and can be tailored to specific needs. However, integrating multiple different services requires significant engineering effort. (3) Many cloud providers offer a mix of SaaS and custom-tailored platforms, providing a relatively well-integrated experience while remaining open enough to integrate other services. +### Overview {.unnumbered} + This project involves building a custom-tailored ML platform focused on MLOps engineering, as the entire infrastructure will be set up from scratch. An exemplary ML platform will be developed using Airflow and MLflow for management during the machine learning lifecycle and JupyterHub to provide an integrated development environment. -Even though there are workflow tools better designed for machine learning pipelines, for example Kubeflow Pipelines, Airflow and MLflow can leverage and an combine there functionalities to provide similar capabilites. Airflow provides the workflow management for the platform whilst MLflow is used for machine learning tracking. MLflow further allow to register each model effortlessly. As an MLOps plattform should also provide an environment to develop machine learning model code, JupyterHub will be deployed to be able to develop code in the cloud and without the need for a local setup. The coding environment will synchronize with Airflow's DAG repository to seamlessly integrate the defined models within the workflow management. +Even though there are workflow tools more specifically designed for machine learning pipelines, for example Kubeflow Pipelines, Airflow and MLflow can leverage and an combine there functionalities to provide similar capabilites. Airflow provides the workflow management for the platform whilst MLflow is used for machine learning tracking. MLflow further allow to register each model effortlessly. As an MLOps plattform should also provide an environment to develop machine learning model code, JupyterHub will be deployed to be able to develop code in the cloud and without the need for a local setup. The coding environment will synchronize with Airflow's DAG repository to seamlessly integrate the defined models within the workflow management. Airflow and MLflow are very flexible with their running environment and their stack would be very suitable for small scale systems, where there is no need for a setup maintaining a Kubernetes cluster. While it would be possible to run anything on a docker/docker-compose setup, this work will scale the mentioned tools to a Kubernetes cluster in the cloud to fully enable the concept of an MLOps plattform. The infrastructure will be maintained using the Infrastructure as Code tool *Terraform*, and incorporate best Ops practices such as CI/CD and automation. The project will also incorporate the work done by data and machine learning scientists since basic machine learning models will be implemented and run on the platform. ![](images/01-Introduction/airflow-on-eks-basic.drawio.svg){ width=100% } -The following chapters give an introductory tutorial on each of the previously introduced tools. A machine learning workflow using Airflow is set up on the deployed infrastructure, including data preprocessing, model training, and model deployment, as well as tracking the experiment and deploying the model into production using MLFlow. + +### Infrastructure {.unnumbered} The necessary AWS infrastructure is set up using Terraform. This includes creating an AWS EKS cluster and the associated ressources like a virtual private cloud (VPC), subnets, security groups, IAM roles, as well as further AWS ressources needed to deploy custom modules. Networking is handled by AWS Application Load Balancing service or Ingress controller to route traffic to the correct service/pod in the cluster. Once the EKS cluster is set up, Kubernetes can be used to deploy and manage applications on the cluster. Helm, a package manager for Kubernetes, is used to manage the deployment of Airflow and MLflow. The EKS cluster allows for easy scalability and management of the platforms. The code is made public on a Github repository and Github Actions is used for automating the deployment of the infrastructure using CI/CD principles. +### MLOps Tools {.unnumbered} + Once the infrastructure is set up, machine learning models can be trained on the EKS cluster as Kubernetes pods, using Airflows scheduling processes. Airflow's ability to scan local directories or Git repositories will be used to import the relevant machine learning code from second Github repository. Similarly, to building Airflow workflows, the machine learning code will also include using the MLFlow API to allow for model tracking and storage. Github Actions is used as a CI/CD pipeline to automatically build, test, and deploy the machine learning model code to this repository similarly as it is used in the repository for the infrastructure. -Model serving is done via Seldon, which allows for automatic scalability and seamlessly integrates with MLflow. Monitoring and logging is achieved using Prometheus & Grafana to monitor the health and performance of the EKS cluster and its components, such as worker nodes, Kubernetes pods, etc and similarly for monitoring the deployed models as applications. +Model serving is done via Sagemaker, which allows for automatic scalability and seamlessly integrates with MLflow. Monitoring and logging is achieved using Prometheus & Grafana to monitor the health and performance of the EKS cluster and its components, such as worker nodes, Kubernetes pods, etc and similarly for monitoring the deployed models as applications. Whereas the deployment of the infrastructure would be taken care of by MLOps-, DevOps-, and Data Engineers, the development of the Airflow workflows including MLFlow would be taken care of by Data Scientist and ML Engineers. diff --git a/manuscript/08-Deployment-Infrastructure_Overview.Rmd b/manuscript/08-Deployment-Infrastructure_Overview.Rmd index 933c0cb..99b8227 100644 --- a/manuscript/08-Deployment-Infrastructure_Overview.Rmd +++ b/manuscript/08-Deployment-Infrastructure_Overview.Rmd @@ -1,9 +1,7 @@ # Platform Deployment -> **_NOTE:_** The chapter discussing the deployment of an ML platform with Airflow and MLflow on AWS EKS, utilizing Terraform for deployment, is currently in the writing phase. The information provided in this disclaimer is based on the current state of knowledge up until July 2023. Thank you for your understanding and patience as I work on completing this chapter. - -The provided directory structure represents the Terraform project for managing the infrastructure of our ML platform. It follows a modular organization to promote reusability and maintainability of the codebase. The full codebase is also available and can be accessed on [github](https://github.com/seblum/mlops-airflow-on-eks) +The provided directory structure represents the Terraform project for managing the infrastructure of our ML platform. It follows a modular organization to promote reusability and maintainability of the codebase. The full codebase is also available and can be accessed on [github](https://github.com/seblum/mlops-mlplatform-on-eks) ```bash root @@ -59,3 +57,7 @@ The *modules* directory contains Terraform modules that are specific for setting * The `mlflow` module sets up MLflow to managing machine learning experiments and models. As MLflow does not natively provide a solution to deploy on Kubernetes, a custom Helm deployment is integrated that configures the necessary deployment, services, and ingress ressources. * `jupyterhub` deploys a JupyterHub environment via Helm that enables multi-user notebook environment, suitable for collaborative data science and machine learning work. The Helm chart is highly customized providing user management and authentication via Github, provisioning ingress resources, and cloning a custom Github repository that provides all our Data Science and Machine Learning code. +### Prerequisites & Installation {.unlisted .unnumbered} + +The installation and deployment process involves several key steps to ensure a smooth setup of your environment. Before proceeding with the installation, it's crucial to complete the following essential prerequisites: installing the necessary tools, establishing a GitHub organization along with OAuth apps, and obtaining a DNS name to link with your services. +Please adhere to the installation instructions of the repositories' [readme document](https://github.com/seblum/mlops-mlplatform-on-eks/blob/main/Installation.md). \ No newline at end of file diff --git a/manuscript/08.1-Deployment_Infrastructure_Root.Rmd b/manuscript/08.1-Deployment_Infrastructure_Root.Rmd index 83a3d80..c44349a 100644 --- a/manuscript/08.1-Deployment_Infrastructure_Root.Rmd +++ b/manuscript/08.1-Deployment_Infrastructure_Root.Rmd @@ -5,7 +5,7 @@ The root directory of the Terraform infrastructure consists of the main module, This enables to have an overview about the deployment in one place. At first, the necessary cluster infrastructure is deployed such as the `vpc` and the `eks` cluster itself. Afterward the custom tools to be run on EKS are deployed, such as `airflow`, `mlflow`, and `jupyterhub`. The following will look a bit more detailed into the call of the module `airflow`, yet a lot of it also applies for the other modules. -The module imports are structure in three sections. At first the general information about the module are given, such as `name` of the module, or the `cluster_name`, as well as more specific variables needed for specific Terraform calls in the module, like `cluster_endpoint`. +The module imports are structure in three parts. At first the general information about the module are given, such as `name` of the module, or the `cluster_name`, as well as more specific variables needed for specific Terraform calls in the module, like `cluster_endpoint`. Terraform does not provide the functionality to *activate* or *deactivate* a module by itself. As this is a useful feature, a custom workaround is proposed by setting the count a module as such `count = var.deploy_airflow ? 1 : 0`. This will set the cound of the module to `0` or `1`, depending on the `var.deploy_airflow` variable. This functionality is proposed for all custom modules. Secondly, as Airflow needs access to and RDS Database, the RDS module is called. Therefore it is needed to pass the relevant information to create the the RDS under the correct settings, like `vpc_id`, `rds_engine`, or `storage_type`. diff --git a/manuscript/08.2-Deployment-Infrastructure_Essentials.Rmd b/manuscript/08.2-Deployment-Infrastructure_Essentials.Rmd index 94c3f88..04a961a 100644 --- a/manuscript/08.2-Deployment-Infrastructure_Essentials.Rmd +++ b/manuscript/08.2-Deployment-Infrastructure_Essentials.Rmd @@ -1,869 +1,3 @@ ## Infrastructure The subdirectory `infrastructure` consists of four main modules, `vpc`, `eks`, `networking`, and `rds`. The former three are responsible to create the cluster itself, as well as the necessary tools to implement the platform functionalities. The `rds` module is merely an extension linked to the cluster which is needed to store data of tools like Airflow or Mlflow. The `rds` module is thereby called in the corresponding modules where an AWS RDS is needed, even though the module is placed in the Infrastructure directory. - -### Virtual Private Cloud - -The provided code in the `vpc` module establishes a Virtual Private Cloud (VPC) with associated subnets and security groups. It configures the required networking and security infrastructure to serve as the foundation to deploy an AWS EKS cluster. - -The VPC is created using the `terraform-aws-modules/vpc/aws` module version 5.0.0. The VPC is assigned the IPv4 CIDR block `"10.0.0.0/16"` and spans across all three available AWS availability zones within the specified region `eu-central-1`. It includes both public and private subnets, with private subnets associated with NAT gateways for internet access. DNS hostnames are enabled for the instances launched within the VPC. - -The VPC subnets are tagged with specific metadata relevant to Kubernetes cluster management. The public subnets are tagged with `"kubernetes.io/cluster/${local.cluster_name}"` set to `"shared"` and `"kubernetes.io/role/elb"` set to `1`. The private subnets are tagged with `"kubernetes.io/cluster/${local.cluster_name}"` set to `"shared"` and `"kubernetes.io/role/internal-elb"` set to `1`. - -Additionally, three security groups are defined to manage access to worker nodes. They are intended to provide secure management access to the worker nodes within the EKS cluster. Two of these security groups, `"worker_group_mgmt_one"` and `"worker_group_mgmt_two"`, allow SSH access from specific CIDR blocks. The third security group, `"all_worker_mgmt,"` allows SSH access from multiple CIDR blocks, including `"10.0.0.0/8", "172.16.0.0/12", "192.168.0.0/16"` - -\footnotesize -```javascript -locals { - cluster_name = var.cluster_name -} - -data "aws_availability_zones" "available" {} - -module "vpc" { - source = "terraform-aws-modules/vpc/aws" - version = "5.0.0" - - name = var.vpc_name - - cidr = "10.0.0.0/16" - azs = slice(data.aws_availability_zones.available.names, 0, 3) - - private_subnets = ["10.0.1.0/24", "10.0.2.0/24", "10.0.3.0/24"] - public_subnets = ["10.0.4.0/24", "10.0.5.0/24", "10.0.6.0/24"] - - enable_nat_gateway = true - single_nat_gateway = true - enable_dns_hostnames = true - - public_subnet_tags = { - "kubernetes.io/cluster/${local.cluster_name}" = "shared" - "kubernetes.io/role/elb" = 1 - } - - private_subnet_tags = { - "kubernetes.io/cluster/${local.cluster_name}" = "shared" - "kubernetes.io/role/internal-elb" = 1 - } -} - -resource "aws_security_group" "worker_group_mgmt_one" { - name_prefix = "worker_group_mgmt_one" - vpc_id = module.vpc.vpc_id - - ingress { - from_port = 22 - to_port = 22 - protocol = "tcp" - - cidr_blocks = [ - "10.0.0.0/8", - ] - } -} - -resource "aws_security_group" "worker_group_mgmt_two" { - name_prefix = "worker_group_mgmt_two" - vpc_id = module.vpc.vpc_id - - ingress { - from_port = 22 - to_port = 22 - protocol = "tcp" - - cidr_blocks = [ - "192.168.0.0/16", - ] - } -} - -resource "aws_security_group" "all_worker_mgmt" { - name_prefix = "all_worker_management" - vpc_id = module.vpc.vpc_id - - ingress { - from_port = 22 - to_port = 22 - protocol = "tcp" - - cidr_blocks = [ - "10.0.0.0/8", - "172.16.0.0/12", - "192.168.0.0/16", - ] - } -} -``` -\normalsize - -### Elastic Kubernetes Service - -The provided Terraform code sets up an AWS EKS (Elastic Kubernetes Service) cluster with specific configurations and multiple node groups. The `"eks"` module is used to create the EKS cluster, specifying its name and version. The cluster has public and private access endpoints enabled, and a managed AWS authentication configuration. The creation of the `vpc` module is a prerequisite for the `"eks"` module, as the latter requires information like the `vpc_id`, or `subnet_ids` for a successful creation. - -The EKS cluster itself is composed of three managed node groups: `"group_t3_small"`, `"group_t3_medium"`, and `"group_t3_large"`. Each node group uses a different instance type (`t3.small`, `t3.medium`, and `t3.large`) and has specific scaling policies. All three node groups have auto-scaling enabled. The node group `"group_t3_medium"` has set the minimum and desired sizes of nodes to `4`, which ensures a base amount of nodes and thus resources to manage further deployments. The `"group_t3_large"` is tainted with a `NoSchedule`. This node group can be used for more resource intensive tasks by specifiyng a pod's toleration. - -The `eks` module also deploys several Kubernetes add-ons, including `coredns`, `kube-proxy`, `aws-ebs-csi-driver`, and `vpc-cni`. The vpc-cni add-on is configured with specific environment settings, enabling prefix delegation for IP addresses. - -- `CoreDNS` provides DNS-based service discovery, allowing pods and services to communicate with each other using domain names, and thus enabling seamless communication within the cluster without the need for explicit IP addresses. -- `kube-proxy`: is responsible for network proxying on Kubernetes nodes which ensures that network traffic is properly routed to the appropriate pods, services, and endpoints. It allows for an seamless communication between different parts of the cluster. -- `aws-ebs-csi-driver`(Container Storage Interface) is an add-on that enables Kubernetes pods to use Amazon Elastic Block Store (EBS) volumes for persistent storage, allowing data to be retained across pod restarts and ensuring data durability for stateful applications. The EBS configuration and deployment are describen in the following subsection, but the respective `service_account_role_arn` is linked to the EKS cluster on creation. -- `vpc-cni` (Container Network Interface) is essential for AWS EKS clusters, as it enables networking for pods using AWS VPC (Virtual Private Cloud) networking. It ensures that each pod gets an IP address from the VPC subnet and can communicate securely with other AWS resources within the VPC. - -\footnotesize -```javascript -locals { - cluster_name = var.cluster_name - cluster_namespace = "kube-system" - ebs_csi_service_account_name = "ebs-csi-controller-sa" - ebs_csi_service_account_role_name = "${var.cluster_name}-ebs-csi-controller" - autoscaler_service_account_name = "autoscaler-controller-sa" - autoscaler_service_account_role_name = "${var.cluster_name}-autoscaler-controller" - - nodegroup_t3_small_label = "t3_small" - nodegroup_t3_medium_label = "t3_medium" - nodegroup_t3_large_label = "t3_large" - eks_asg_tag_list_nodegroup_t3_small_label = { - "k8s.io/cluster-autoscaler/enabled" : true - "k8s.io/cluster-autoscaler/${local.cluster_name}" : "owned" - "k8s.io/cluster-autoscaler/node-template/label/role" : local.nodegroup_t3_small_label - } - - eks_asg_tag_list_nodegroup_t3_medium_label = { - "k8s.io/cluster-autoscaler/enabled" : true - "k8s.io/cluster-autoscaler/${local.cluster_name}" : "owned" - "k8s.io/cluster-autoscaler/node-template/label/role" : local.nodegroup_t3_medium_label - } - - eks_asg_tag_list_nodegroup_t3_large_label = { - "k8s.io/cluster-autoscaler/enabled" : true - "k8s.io/cluster-autoscaler/${local.cluster_name}" : "owned" - "k8s.io/cluster-autoscaler/node-template/label/role" : local.nodegroup_t3_large_label - "k8s.io/cluster-autoscaler/node-template/taint/dedicated" : "${local.nodegroup_t3_large_label}:NoSchedule" - } - - tags = { - Owner = "terraform" - } -} - -data "aws_caller_identity" "current" {} - -# -# EKS -# -module "eks" { - source = "terraform-aws-modules/eks/aws" - version = "19.5.1" - - cluster_name = local.cluster_name - cluster_version = var.eks_cluster_version - cluster_enabled_log_types = ["api", "controllerManager", "scheduler"] - - vpc_id = var.vpc_id - subnet_ids = var.private_subnets - - cluster_endpoint_private_access = true - cluster_endpoint_public_access = true - manage_aws_auth_configmap = true - - # aws_auth_users = local.cluster_users # add users in later step - - cluster_addons = { - coredns = { - most_recent = true - }, - kube-proxy = { - most_recent = true - }, - aws-ebs-csi-driver = { - service_account_role_arn = "arn:aws:iam::${data.aws_caller_identity.current.account_id}:role/${local.ebs_csi_service_account_role_name}" - }, - vpc-cni = { - most_recent = true - before_compute = true - service_account_role_arn = module.vpc_cni_irsa.iam_role_arn - configuration_values = jsonencode({ - env = { - # Reference docs https://docs.aws.amazon.com/eks/latest/userguide/cni-increase-ip-addresses.html - ENABLE_PREFIX_DELEGATION = "true" - WARM_PREFIX_TARGET = "1" - } - }) - } - - } - - eks_managed_node_group_defaults = { - ami_type = "AL2_x86_64" - disk_size = 10 - iam_role_attach_cni_policy = true - enable_monitoring = true - } - - eks_managed_node_groups = { - group_t3_small = { - name = "ng0_t3_small" - - instance_types = ["t3.small"] - - min_size = 0 - max_size = 6 - desired_size = 0 - capacity_type = "ON_DEMAND" - labels = { - role = local.nodegroup_t3_small_label - } - tags = { - "k8s.io/cluster-autoscaler/enabled" = "true" - "k8s.io/cluster-autoscaler/${local.cluster_name}" = "owned" - "k8s.io/cluster-autoscaler/node-template/label/role" = "${local.nodegroup_t3_small_label}" - } - } - group_t3_medium = { - name = "ng1_t3_medium" - - instance_types = ["t3.medium"] - - min_size = 4 - max_size = 6 - desired_size = 4 - capacity_type = "ON_DEMAND" - labels = { - role = local.nodegroup_t3_medium_label - } - tags = { - "k8s.io/cluster-autoscaler/enabled" = "true" - "k8s.io/cluster-autoscaler/${local.cluster_name}" = "owned" - "k8s.io/cluster-autoscaler/node-template/label/role" = "${local.nodegroup_t3_medium_label}" - } - } - group_t3_large = { - name = "ng2_t3_large" - - instance_types = ["t3.large"] - - min_size = 0 - max_size = 3 - desired_size = 0 - capacity_type = "ON_DEMAND" - labels = { - role = local.nodegroup_t3_large_label - } - taints = [ - { - key = "dedicated" - value = local.nodegroup_t3_large_label - effect = "NO_SCHEDULE" - } - ] - tags = { - "k8s.io/cluster-autoscaler/enabled" = "true" - "k8s.io/cluster-autoscaler/${local.cluster_name}" = "owned" - "k8s.io/cluster-autoscaler/node-template/label/role" = "${local.nodegroup_t3_large_label}" - "k8s.io/cluster-autoscaler/node-template/taint/dedicated" = "${local.nodegroup_t3_large_label}:NoSchedule" - } - } - } - tags = local.tags -} - -# Role for Service Account -module "vpc_cni_irsa" { - source = "terraform-aws-modules/iam/aws//modules/iam-role-for-service-accounts-eks" - version = "~> 5.0" - - role_name_prefix = "VPC-CNI-IRSA" - attach_vpc_cni_policy = true - vpc_cni_enable_ipv4 = true - - oidc_providers = { - main = { - provider_arn = module.eks.oidc_provider_arn - namespace_service_accounts = ["kube-system:aws-node"] - } - } -} -``` -\normalsize - -#### Elastic Block Store - -The EBS CSI controller (Elastic Block Store Container Storage Interface) is set up by defining an IAM (Identity and Access Management) role using the `"ebs_csi_controller_role"` module. The role allows the EBS CSI controller to assume a specific IAM role with OIDC (OpenID Connect) authentication, granting it the necessary permissions for EBS-related actions in the AWS environment by an IAM policy. The IAM policy associated with the role is created likewise and permits various EC2 actions, such as attaching and detaching volumes, creating and deleting snapshots, and describing instances and volumes. - -The code also configures the default Kubernetes StorageClass named `"gp2"` and annotates it as not the default storage class for the cluster, managing how storage volumes are provisioned and utilized in the cluster. Ensuring that the `"gp2"` StorageClass does not become the default storage class is needed as we additionally create an EFS Storage (Elastic File System), which is described in the next subsection. - -\footnotesize -```javascript -# -# EBS CSI controller -# -module "ebs_csi_controller_role" { - source = "terraform-aws-modules/iam/aws//modules/iam-assumable-role-with-oidc" - version = "5.11.1" - create_role = true - role_name = local.ebs_csi_service_account_role_name - provider_url = replace(module.eks.cluster_oidc_issuer_url, "https://", "") - role_policy_arns = [aws_iam_policy.ebs_csi_controller_sa.arn] - oidc_fully_qualified_subjects = ["system:serviceaccount:${local.cluster_namespace}:${local.ebs_csi_service_account_name}"] -} - -resource "aws_iam_policy" "ebs_csi_controller_sa" { - name = local.ebs_csi_service_account_name - description = "EKS ebs-csi-controller policy for cluster ${var.cluster_name}" - - policy = jsonencode({ - "Version" : "2012-10-17", - "Statement" : [ - { - "Action" : [ - "ec2:AttachVolume", - "ec2:CreateSnapshot", - "ec2:CreateTags", - "ec2:CreateVolume", - "ec2:DeleteSnapshot", - "ec2:DeleteTags", - "ec2:DeleteVolume", - "ec2:DescribeInstances", - "ec2:DescribeSnapshots", - "ec2:DescribeTags", - "ec2:DescribeVolumes", - "ec2:DetachVolume", - ], - "Effect" : "Allow", - "Resource" : "*" - } - ] }) -} - -resource "kubernetes_annotations" "ebs-no-default-storageclass" { - api_version = "storage.k8s.io/v1" - kind = "StorageClass" - force = "true" - - metadata { - name = "gp2" - } - annotations = { - "storageclass.kubernetes.io/is-default-class" = "false" - } -} -``` -\normalsize - -#### Elastic File System - -The EFS CSI (Elastic File System Container Storage Interface) driver permits EKS pods to use EFS as a persistent volume for data storage, enabling pods to use EFS as a scalable and shared storage solution.. The driver itself is deployed using a Helm chart through the `"helm_release"` resource. Of course we also need to create an IAM role for the EFS CSI driver, which is done using the `"attach_efs_csi_role"` module, which allows the driver to assume a role with OIDC authentication, and grants the necessary permissions for working with EFS, similar to the EBS setup. - -For security, the code creates an AWS security group named `"allow_nfs"` that allows inbound NFS traffic on port 2049 from the private subnets of the VPC. This allows the EFS mount targets to communicate with the EFS file system securely. The EFS file system and access points are created manually for each private subnet mapping the `"aws_efs_mount_target"` to the `"aws_efs_file_system"` resource. - -Finally, the code defines a Kubernetes StorageClass named `"efs"` using the `"kubernetes_storage_class_v1"` resource. The StorageClass specifies the EFS CSI driver as the storage provisioner and the EFS file system created earlier as the backing storage. Additionally, the `"efs"` StorageClass is marked as the default storage class for the cluster using an annotation. This allows dynamic provisioning of EFS-backed persistent volumes for Kubernetes pods on default, simplifying the process of handling storage in the EKS cluster. This is done for example for the Airflow deployment in a later step. - -\footnotesize -```javascript -# -# EFS -# -resource "helm_release" "aws_efs_csi_driver" { - chart = "aws-efs-csi-driver" - name = "aws-efs-csi-driver" - namespace = "kube-system" - repository = "https://kubernetes-sigs.github.io/aws-efs-csi-driver/" - set { - name = "controller.serviceAccount.create" - value = true - } - set { - name = "controller.serviceAccount.annotations.eks\\.amazonaws\\.com/role-arn" - value = module.attach_efs_csi_role.iam_role_arn - } - set { - name = "controller.serviceAccount.name" - value = "efs-csi-controller-sa" - } -} - -module "attach_efs_csi_role" { - source = "terraform-aws-modules/iam/aws//modules/iam-role-for-service-accounts-eks" - role_name = "efs-csi" - attach_efs_csi_policy = true - oidc_providers = { - ex = { - provider_arn = module.eks.oidc_provider_arn - namespace_service_accounts = ["kube-system:efs-csi-controller-sa"] - } - } -} - -resource "aws_security_group" "allow_nfs" { - name = "allow nfs for efs" - description = "Allow NFS inbound traffic" - vpc_id = var.vpc_id - - ingress { - description = "NFS from VPC" - from_port = 2049 - to_port = 2049 - protocol = "tcp" - cidr_blocks = var.private_subnets_cidr_blocks - } - egress { - from_port = 0 - to_port = 0 - protocol = "-1" - cidr_blocks = ["0.0.0.0/0"] - ipv6_cidr_blocks = ["::/0"] - } -} - -resource "aws_efs_file_system" "stw_node_efs" { - creation_token = "efs-for-stw-node" -} - -resource "aws_efs_mount_target" "stw_node_efs_mt_0" { - file_system_id = aws_efs_file_system.stw_node_efs.id - subnet_id = var.private_subnets[0] - security_groups = [aws_security_group.allow_nfs.id] -} - -resource "aws_efs_mount_target" "stw_node_efs_mt_1" { - file_system_id = aws_efs_file_system.stw_node_efs.id - subnet_id = var.private_subnets[1] - security_groups = [aws_security_group.allow_nfs.id] -} - -resource "aws_efs_mount_target" "stw_node_efs_mt_2" { - file_system_id = aws_efs_file_system.stw_node_efs.id - subnet_id = var.private_subnets[2] - security_groups = [aws_security_group.allow_nfs.id] -} - -resource "kubernetes_storage_class_v1" "efs" { - metadata { - name = "efs" - annotations = { - "storageclass.kubernetes.io/is-default-class" = "true" - } - } - - storage_provisioner = "efs.csi.aws.com" - parameters = { - provisioningMode = "efs-ap" # Dynamic provisioning - fileSystemId = aws_efs_file_system.stw_node_efs.id # module.efs.id - directoryPerms = "777" - } - - mount_options = [ - "iam" - ] -} -``` -\normalsize - -#### Cluster Autoscaler - -The EKS Cluster Autoscaler ensures that the cluster can automatically scale its worker nodes based on the workload demands, ensuring optimal resource utilization and performance. - -The necessary IAM settings are set up prior to deploying the Autoscaler. First, an IAM policy named `"node_additional"` is created to grant permission to describe EC2 instances and related resources. This enables the Autoscaler to gather information about the current state of the worker nodes and make informed decisions regarding scaling. For each managed node group in the EKS cluster (defined by the `"eks_managed_node_groups"` module output), the IAM policy is attached to its corresponding IAM role. This ensures that all worker nodes have the required permissions to work with the Autoscaler. After setting up the IAM policies, tags are added to provide the necessary information for the EKS Cluster Autoscaler to identify and manage the Auto Scaling Groups effectively and to support cluster autoscaling from zero for each node group. The tags are created for each node group (`"nodegroup_t3_small"`, `"nodegroup_t3_medium"` ,and `"nodegroup_t3_large"`) and are based on the specified tag lists defined in the `"local.eks_asg_tag_list_*"` variables. - -The EKS Cluster Autoscaler itself is instantiated using the custom `"eks_autoscaler"` module on the bottom of the code snippet. The module is called to set up the Autoscaler for the EKS cluster and the required input variables are provided accordingly. Its components are described in detailed in the following. - -\footnotesize -```javascript -# -# EKS Cluster autoscaler -# -resource "aws_iam_policy" "node_additional" { - name = "${local.cluster_name}-additional" - description = "${local.cluster_name} node additional policy" - - policy = jsonencode({ - Version = "2012-10-17" - Statement = [ - { - Action = [ - "ec2:Describe*", - ] - Effect = "Allow" - Resource = "*" - }, - ] - }) -} - -resource "aws_iam_role_policy_attachment" "additional" { - for_each = module.eks.eks_managed_node_groups - - policy_arn = aws_iam_policy.node_additional.arn - role = each.value.iam_role_name -} - -# Tags for the ASG to support cluster-autoscaler scale up from 0 for nodegroup2 -resource "aws_autoscaling_group_tag" "nodegroup_t3_small" { - for_each = local.eks_asg_tag_list_nodegroup_t3_small_label - autoscaling_group_name = element(module.eks.eks_managed_node_groups_autoscaling_group_names, 2) - tag { - key = each.key - value = each.value - propagate_at_launch = true - } -} - -resource "aws_autoscaling_group_tag" "nodegroup_t3_medium" { - for_each = local.eks_asg_tag_list_nodegroup_t3_medium_label - autoscaling_group_name = element(module.eks.eks_managed_node_groups_autoscaling_group_names, 1) - tag { - key = each.key - value = each.value - propagate_at_launch = true - } -} - -resource "aws_autoscaling_group_tag" "nodegroup_t3_large" { - for_each = local.eks_asg_tag_list_nodegroup_t3_large_label - autoscaling_group_name = element(module.eks.eks_managed_node_groups_autoscaling_group_names, 0) - tag { - key = each.key - value = each.value - propagate_at_launch = true - } -} - -module "eks_autoscaler" { - source = "./autoscaler" - cluster_name = local.cluster_name - cluster_namespace = local.cluster_namespace - aws_region = var.aws_region - cluster_oidc_issuer_url = module.eks.cluster_oidc_issuer_url - autoscaler_service_account_name = local.autoscaler_service_account_name -} -``` -\normalsize - -The configurationof the Cluster Autoscaler begins with the creation of a Helm release named `"cluster-autoscaler"` using the `"helm_release"` resource. The Helm chart is sourced from the `"kubernetes.github.io/autoscaler"` repository with the chart version `"9.10.7"`. The settings inside the Helm release include the AWS region, RBAC (Role-Based Access Control) settings for the service account, cluster auto-discovery settings, and the creation of the service account with the required permissions. - -The necessary resources for the settings are created accordingly in the following. The service account is created using the `"iam_assumable_role_admin"` module with an assumable IAM role that allows the service account to access the necessary resources for scaling. It is associated with the OIDC (OpenID Connect) provider for the cluster to permit access. - -An IAM policy named `"cluster_autoscaler"` is created to permit the Cluster Autoscaler to interact with Auto Scaling Groups, EC2 instances, launch configurations, and tags. The policy includes two statements: `"clusterAutoscalerAll"` and `"clusterAutoscalerOwn"`. The first statement grants read access to Auto Scaling Group-related resources, while the second statement allows the Cluster Autoscaler to modify the desired capacity of the Auto Scaling Groups and terminate instances. The policy also includes conditions to ensure that the Cluster Autoscaler can only modify resources with specific tags. The conditions check that the Auto Scaling Group has a tag `"k8s.io/cluster-autoscaler/enabled"` set to `"true"` and a tag `"k8s.io/cluster-autoscaler/"` set to `"owned"`. If you remember it, we have set these tags when setting up the managed node groups for the EKS Cluster in the previous step. - -\footnotesize -```javascript -resource "helm_release" "cluster-autoscaler" { - name = "cluster-autoscaler" - namespace = var.cluster_namespace - repository = "https://kubernetes.github.io/autoscaler" - chart = "cluster-autoscaler" - version = "9.10.7" - create_namespace = false - - set { - name = "awsRegion" - value = var.aws_region - } - set { - name = "rbac.serviceAccount.name" - value = var.autoscaler_service_account_name - } - set { - name = "rbac.serviceAccount.annotations.eks\\.amazonaws\\.com/role-arn" - value = module.iam_assumable_role_admin.iam_role_arn - type = "string" - } - set { - name = "autoDiscovery.clusterName" - value = var.cluster_name - } - set { - name = "autoDiscovery.enabled" - value = "true" - } - set { - name = "rbac.create" - value = "true" - } -} - -module "iam_assumable_role_admin" { - source = "terraform-aws-modules/iam/aws//modules/iam-assumable-role-with-oidc" - version = "~> 4.0" - create_role = true - role_name = "cluster-autoscaler" - provider_url = replace(var.cluster_oidc_issuer_url, "https://", "") - role_policy_arns = [aws_iam_policy.cluster_autoscaler.arn] - oidc_fully_qualified_subjects = ["system:serviceaccount:${var.cluster_namespace}:${var.autoscaler_service_account_name}"] -} - -resource "aws_iam_policy" "cluster_autoscaler" { - name_prefix = "cluster-autoscaler" - description = "EKS cluster-autoscaler policy for cluster ${var.cluster_name}" - policy = data.aws_iam_policy_document.cluster_autoscaler.json -} - -data "aws_iam_policy_document" "cluster_autoscaler" { - statement { - sid = "clusterAutoscalerAll" - effect = "Allow" - - actions = [ - "autoscaling:DescribeAutoScalingGroups", - "autoscaling:DescribeAutoScalingInstances", - "autoscaling:DescribeLaunchConfigurations", - "autoscaling:DescribeTags", - "ec2:DescribeLaunchTemplateVersions", - ] - - resources = ["*"] - } - - statement { - sid = "clusterAutoscalerOwn" - effect = "Allow" - - actions = [ - "autoscaling:SetDesiredCapacity", - "autoscaling:TerminateInstanceInAutoScalingGroup", - "autoscaling:UpdateAutoScalingGroup", - ] - - resources = ["*"] - - condition { - test = "StringEquals" - variable = "autoscaling:ResourceTag/k8s.io/cluster-autoscaler/${var.cluster_name}" - values = ["owned"] - } - condition { - test = "StringEquals" - variable = "autoscaling:ResourceTag/k8s.io/cluster-autoscaler/enabled" - values = ["true"] - } - } -} -``` -\normalsize - -### Networking - -The `networking` module of the infrastructure directory integrates an *Application Load Balancer* (ALB) and *External DNS* in the cluster. Both play crucial roles in managing and exposing Kubernetes applications within the EKS cluster to the outside world. The ALB serves as an Ingress Controller to route external traffic to Kubernetes services, while External DNS automates the management of DNS records, making it easier to access services using user-friendly domain names. The root module of network just calls both submodules, which are described in detail in the following sections. - -\footnotesize -```javascript -module "external-dns" { - ... -} - -module "application-load-balancer" { - ... -} -``` -\normalsize - -#### AWS Application Load Balancer (ALB) - -The ALB is a managed load balancer service provided by AWS. In the context of an EKS cluster, the ALB serves as an Ingress Controller and thus is responsible for routing external traffic to the appropriate services and pods running inside your Kubernetes cluster. The ALB acts as the entry point to our applications and enables us to expose multiple services over a single public IP address or domain name, which simplifies access for users and clients. - -The code starts by defining some local variables, followed by creating an assumable IAM role for the AWS Load Balancer Controller service account by the module `aws_load_balancer_controller_controller_role`. The service account holds the necessary permissions and associates with the OIDC provider of the EKS cluster as it is the same module call we already used multiple times beforehand. The IAM policy for the role is defined in the `"aws_iam_policy.aws_load_balancer_controller_controller_sa"` resource. - -Since its policy document is quite extensive, it is loaded from a file named `"AWSLoadBalancerControllerPolicy.json.`". In summary, the AWS IAM document allows the AWS Elastic Load Balancing (ELB) controller, specifically the Elastic Load Balancer V2 (ELBV2) API, to perform various actions related to managing load balancers, target groups, listeners, rules, and tags. The document includes several "Allow" statements that grant permissions for actions like describing and managing load balancers, target groups, listeners, and rules. It also allows the controller to create and delete load balancers, target groups, and listeners, as well as modify their attributes. Additionally, the document permits the addition and removal of tags for ELBV2 resources. - -After setting up the IAM role, the code proceeds to install the AWS Load Balancer Controller using Helm. The Helm chart is sourced from the `"aws.github.io/eks-charts"` repository, specifying version `"v2.4.2"`. The service account configuration is provided to the Helm release's values, including the name of the service account and annotations to associate it with the IAM role created earlier. The `"eks.amazonaws.com/role-arn"` annotation points to the ARN of the IAM role associated with the service account, allowing the controller to assume that role and operate with the appropriate permissions. - -\footnotesize -```javascript -locals { - aws_load_balancer_controller_service_account_role_name = "aws-load-balancer-controller-role" - aws_load_balancer_controller_service_account_name = "aws-load-balancer-controller-sa" -} - -data "aws_caller_identity" "current" {} -data "aws_region" "current" {} # - -module "aws_load_balancer_controller_controller_role" { - source = "terraform-aws-modules/iam/aws//modules/iam-assumable-role-with-oidc" - version = "5.11.1" - create_role = true - role_name = local.aws_load_balancer_controller_service_account_role_name - provider_url = replace(var.cluster_oidc_issuer_url, "https://", "") - role_policy_arns = [aws_iam_policy.aws_load_balancer_controller_controller_sa.arn] - oidc_fully_qualified_subjects = ["system:serviceaccount:kube-system:${local.aws_load_balancer_controller_service_account_name}"] -} - -resource "aws_iam_policy" "aws_load_balancer_controller_controller_sa" { - name = local.aws_load_balancer_controller_service_account_name - description = "EKS ebs-csi-controller policy for cluster ${var.cluster_name}" - - policy = file("${path.module}/AWSLoadBalancerControllerPolicy.json") -} - -resource "helm_release" "aws-load-balancer-controller" { - name = var.helm_chart_name - namespace = var.namespace - chart = "aws-load-balancer-controller" - create_namespace = false - - repository = "https://aws.github.io/eks-charts" - version = var.helm_chart_version - - values = [yamlencode({ - clusterName = var.cluster_name - image = { - tag = "v2.4.2" - }, - serviceAccount = { - name = "${local.aws_load_balancer_controller_service_account_name}" - annotations = { - "eks.amazonaws.com/role-arn" = "arn:aws:iam::${data.aws_caller_identity.current.account_id}:role/${local.aws_load_balancer_controller_service_account_role_name}" - } - } - })] -} -``` -\normalsize - -#### External DNS - -External DNS is a Kubernetes add-on that automates the creation and management of DNS records for Kubernetes services. It is particularly useful when services are exposed to the internet through the ALB or any other Ingress Controller. When an Ingress resource is created that defines how external traffic should be routed to services within the EKS cluster, External DNS automatically updates the DNS provider with the corresponding DNS records (in our case this is Route 53 in AWS). Automatically configuring DNS records ensures that the records are always up-to-date, which helps maintain consistency and reliability in the DNS configuration, and users can access the Kubernetes services using user-friendly domain names rather than relying on IP addresses. - -The code is structured similar to the ALB and defines local variables first, followed by creating a service account to interact with AWS resources. The service account, its role with OIDC and the policy with relevant permissions are created by the `external_dns_controller_role` module same to as we know it from previous implementations. The policy allows the external DNS controller to operate within the specified AWS Route 53 hosted zone, such as changing resource record sets, and listing hosted zones and resource record sets. - -Finally, the Helm is used to to deploy the external DNS controller as a Kubernetes resource. The Helm release configuration includes specifying the previously create service account, the IAM `role-arn` associated with it, the `aws.region` where the Route 53 hosted zone exists, and a `domainFilter` which filters to a specific domain provided by us. - -\footnotesize -```javascript -locals { - external_dns_service_account_role_name = "external-dns-role" - external_dns_service_account_name = "external-dns-sa" -} - -data "aws_caller_identity" "current" {} -data "aws_region" "current" {} # - -module "external_dns_controller_role" { - source = "terraform-aws-modules/iam/aws//modules/iam-assumable-role-with-oidc" - version = "5.11.1" - create_role = true - role_name = local.external_dns_service_account_role_name - provider_url = replace(var.cluster_oidc_issuer_url, "https://", "") - role_policy_arns = [aws_iam_policy.external_dns_controller_sa.arn] - oidc_fully_qualified_subjects = ["system:serviceaccount:${var.namespace}:${local.external_dns_service_account_name}"] -} - -resource "aws_iam_policy" "external_dns_controller_sa" { - name = local.external_dns_service_account_name - description = "EKS ebs-csi-controller policy for cluster ${var.cluster_name}" - - policy = jsonencode({ - "Version" : "2012-10-17", - "Statement" : [ - { - "Effect" : "Allow", - "Action" : [ - "route53:ChangeResourceRecordSets" - ], - "Resource" : [ - "arn:aws:route53:::hostedzone/*" - ] - }, - { - "Effect" : "Allow", - "Action" : [ - "route53:ListHostedZones", - "route53:ListResourceRecordSets" - ], - "Resource" : [ - "*" - ] - } - ] - }) -} - -resource "helm_release" "external_dns" { - name = var.name - namespace = var.namespace - chart = var.helm_chart_name - create_namespace = false - - repository = "https://charts.bitnami.com/bitnami" - version = var.helm_chart_version - - values = [yamlencode({ - serviceAccount = { - create = true - name = "${local.external_dns_service_account_name}" - annotations = { - "eks.amazonaws.com/role-arn" = "arn:aws:iam::${data.aws_caller_identity.current.account_id}:role/${local.external_dns_service_account_role_name}" - } - }, - aws = { - zoneType = "public" - region = "${data.aws_region.current.name}" - }, - policy = "sync" - domainFilter = [ - "${var.domain_name}" - ] - provider = "aws" - txtOwnerId = "${var.name}" - })] -} -``` -\normalsize - -### Relational Database Service - -The Amazon RDS (Relational Database Service) instance is provisioned by the `aws_db_instance` resource. It configures the instance with the specified settings, such as `allocated_storage`, `storage_type`, `engine`, `db_name`, `username`, and `password`, etc. All these parameters are provided whenever the module is invoked, e.g. in the Airflow or Mlflow modules.. The `skip_final_snapshot` set to true states that no final DB snapshot will be created when the instance is deleted. - -The resource `aws_db_subnet_group` creates an RDS subnet group with the name `"vpc-subnet-group-${local.rds_name}"`. It associates the RDS instance with the private subnets specified in the `VPC` module, and is used to define the subnets in which the RDS instance can be launched. Similar to the subnet group, the RDS instance uses an own security group. The security group `aws_security_group` is attached to the RDS instance. It specifies `ingress` (inbound)) and `egress` (outbound) rules to control network traffic. In this case, it allows inbound access on the specified port used by the RDS engine (5432 for PostgreSQL) from the CIDR blocks specified in the `private_subnets_cidr_blocks`, and allows all outbound traffic (`0.0.0.0/0`) from the RDS instance. - -The `rds` module is not necessarily needed to run a kubernetes cluster properly. It is merely an extension of the cluster and is needed to store relevant data of the tools used, such as airflow or mlflow. The module is thus called directly from the own airflow and mlflow modules. - -\footnotesize -```javascript -locals { - rds_name = var.rds_name - rds_engine = var.rds_engine - rds_engine_version = var.rds_engine_version - rds_port = var.rds_port -} - -resource "aws_db_subnet_group" "default" { - name = "vpc-subnet-group-${local.rds_name}" - subnet_ids = var.private_subnets -} - -resource "aws_db_instance" "rds_instance" { - allocated_storage = var.max_allocated_storage - storage_type = var.storage_type - engine = local.rds_engine - engine_version = local.rds_engine_version - instance_class = var.rds_instance_class - db_name = "${local.rds_name}_db" - username = "${local.rds_name}_admin" - password = var.rds_password - identifier = "${local.rds_name}-${local.rds_engine}" - port = local.rds_port - vpc_security_group_ids = [aws_security_group.rds_sg.id] - db_subnet_group_name = aws_db_subnet_group.default.name - skip_final_snapshot = true -} - -resource "aws_security_group" "rds_sg" { - name = "${local.rds_name}-${local.rds_engine}-sg" - vpc_id = var.vpc_id - - ingress { - description = "Enable postgres access" - from_port = local.rds_port - to_port = local.rds_port - protocol = "tcp" - cidr_blocks = var.private_subnets_cidr_blocks - } - egress { - from_port = 0 - to_port = 0 - protocol = "-1" - cidr_blocks = ["0.0.0.0/0"] - } -} -``` -\normalsize \ No newline at end of file diff --git a/manuscript/08.2.0-Deployment-Infrastructure_Essentials_VPC.Rmd b/manuscript/08.2.0-Deployment-Infrastructure_Essentials_VPC.Rmd new file mode 100644 index 0000000..515ca03 --- /dev/null +++ b/manuscript/08.2.0-Deployment-Infrastructure_Essentials_VPC.Rmd @@ -0,0 +1,93 @@ +### Virtual Private Cloud + +The provided code in the `vpc` module establishes a Virtual Private Cloud (VPC) with associated subnets and security groups. It configures the required networking and security infrastructure to serve as the foundation to deploy an AWS EKS cluster. + +The VPC is created using the `terraform-aws-modules/vpc/aws` module version 5.0.0. The VPC is assigned the IPv4 CIDR block `"10.0.0.0/16"` and spans across all three available AWS availability zones within the specified region `eu-central-1`. It includes both public and private subnets, with private subnets associated with NAT gateways for internet access. DNS hostnames are enabled for the instances launched within the VPC. + +The VPC subnets are tagged with specific metadata relevant to Kubernetes cluster management. The public subnets are tagged with `"kubernetes.io/cluster/${local.cluster_name}"` set to `"shared"` and `"kubernetes.io/role/elb"` set to `1`. The private subnets are tagged with `"kubernetes.io/cluster/${local.cluster_name}"` set to `"shared"` and `"kubernetes.io/role/internal-elb"` set to `1`. + +Additionally, three security groups are defined to manage access to worker nodes. They are intended to provide secure management access to the worker nodes within the EKS cluster. Two of these security groups, `"worker_group_mgmt_one"` and `"worker_group_mgmt_two"`, allow SSH access from specific CIDR blocks. The third security group, `"all_worker_mgmt,"` allows SSH access from multiple CIDR blocks, including `"10.0.0.0/8", "172.16.0.0/12", "192.168.0.0/16"` + +\footnotesize +```javascript +locals { + cluster_name = var.cluster_name +} + +data "aws_availability_zones" "available" {} + +module "vpc" { + source = "terraform-aws-modules/vpc/aws" + version = "5.0.0" + + name = var.vpc_name + + cidr = "10.0.0.0/16" + azs = slice(data.aws_availability_zones.available.names, 0, 3) + + private_subnets = ["10.0.1.0/24", "10.0.2.0/24", "10.0.3.0/24"] + public_subnets = ["10.0.4.0/24", "10.0.5.0/24", "10.0.6.0/24"] + + enable_nat_gateway = true + single_nat_gateway = true + enable_dns_hostnames = true + + public_subnet_tags = { + "kubernetes.io/cluster/${local.cluster_name}" = "shared" + "kubernetes.io/role/elb" = 1 + } + + private_subnet_tags = { + "kubernetes.io/cluster/${local.cluster_name}" = "shared" + "kubernetes.io/role/internal-elb" = 1 + } +} + +resource "aws_security_group" "worker_group_mgmt_one" { + name_prefix = "worker_group_mgmt_one" + vpc_id = module.vpc.vpc_id + + ingress { + from_port = 22 + to_port = 22 + protocol = "tcp" + + cidr_blocks = [ + "10.0.0.0/8", + ] + } +} + +resource "aws_security_group" "worker_group_mgmt_two" { + name_prefix = "worker_group_mgmt_two" + vpc_id = module.vpc.vpc_id + + ingress { + from_port = 22 + to_port = 22 + protocol = "tcp" + + cidr_blocks = [ + "192.168.0.0/16", + ] + } +} + +resource "aws_security_group" "all_worker_mgmt" { + name_prefix = "all_worker_management" + vpc_id = module.vpc.vpc_id + + ingress { + from_port = 22 + to_port = 22 + protocol = "tcp" + + cidr_blocks = [ + "10.0.0.0/8", + "172.16.0.0/12", + "192.168.0.0/16", + ] + } +} +``` +\normalsize diff --git a/manuscript/08.2.1-Deployment-Infrastructure_Essentials_EKS.Rmd b/manuscript/08.2.1-Deployment-Infrastructure_Essentials_EKS.Rmd new file mode 100644 index 0000000..673854c --- /dev/null +++ b/manuscript/08.2.1-Deployment-Infrastructure_Essentials_EKS.Rmd @@ -0,0 +1,544 @@ +### Elastic Kubernetes Service + +The provided Terraform code sets up an AWS EKS (Elastic Kubernetes Service) cluster with specific configurations and multiple node groups. The `"eks"` module is used to create the EKS cluster, specifying its name and version. The cluster has public and private access endpoints enabled, and a managed AWS authentication configuration. The creation of the `vpc` module is a prerequisite for the `"eks"` module, as the latter requires information like the `vpc_id`, or `subnet_ids` for a successful creation. + +The EKS cluster itself is composed of three managed node groups: `"group_t3_small"`, `"group_t3_medium"`, and `"group_t3_large"`. Each node group uses a different instance type (`t3.small`, `t3.medium`, and `t3.large`) and has specific scaling policies. All three node groups have auto-scaling enabled. The node group `"group_t3_medium"` has set the minimum and desired sizes of nodes to `4`, which ensures a base amount of nodes and thus resources to manage further deployments. The `"group_t3_large"` is tainted with a `NoSchedule`. This node group can be used for more resource intensive tasks by specifiyng a pod's toleration. + +The `eks` module also deploys several Kubernetes add-ons, including `coredns`, `kube-proxy`, `aws-ebs-csi-driver`, and `vpc-cni`. The vpc-cni add-on is configured with specific environment settings, enabling prefix delegation for IP addresses. + +- `CoreDNS` provides DNS-based service discovery, allowing pods and services to communicate with each other using domain names, and thus enabling seamless communication within the cluster without the need for explicit IP addresses. +- `kube-proxy`: is responsible for network proxying on Kubernetes nodes which ensures that network traffic is properly routed to the appropriate pods, services, and endpoints. It allows for an seamless communication between different parts of the cluster. +- `aws-ebs-csi-driver`(Container Storage Interface) is an add-on that enables Kubernetes pods to use Amazon Elastic Block Store (EBS) volumes for persistent storage, allowing data to be retained across pod restarts and ensuring data durability for stateful applications. The EBS configuration and deployment are describen in the following subsection [Elastic Block Store](#elastic-block-store), but the respective `service_account_role_arn` is linked to the EKS cluster on creation. +- `vpc-cni` (Container Network Interface) is essential for AWS EKS clusters, as it enables networking for pods using AWS VPC (Virtual Private Cloud) networking. It ensures that each pod gets an IP address from the VPC subnet and can communicate securely with other AWS resources within the VPC. + +\footnotesize +```javascript +locals { + cluster_name = var.cluster_name + cluster_namespace = "kube-system" + ebs_csi_service_account_name = "ebs-csi-controller-sa" + ebs_csi_service_account_role_name = "${var.cluster_name}-ebs-csi-controller" + autoscaler_service_account_name = "autoscaler-controller-sa" + autoscaler_service_account_role_name = "${var.cluster_name}-autoscaler-controller" + + nodegroup_t3_small_label = "t3_small" + nodegroup_t3_medium_label = "t3_medium" + nodegroup_t3_large_label = "t3_large" + eks_asg_tag_list_nodegroup_t3_small_label = { + "k8s.io/cluster-autoscaler/enabled" : true + "k8s.io/cluster-autoscaler/${local.cluster_name}" : "owned" + "k8s.io/cluster-autoscaler/node-template/label/role" : local.nodegroup_t3_small_label + } + + eks_asg_tag_list_nodegroup_t3_medium_label = { + "k8s.io/cluster-autoscaler/enabled" : true + "k8s.io/cluster-autoscaler/${local.cluster_name}" : "owned" + "k8s.io/cluster-autoscaler/node-template/label/role" : local.nodegroup_t3_medium_label + } + + eks_asg_tag_list_nodegroup_t3_large_label = { + "k8s.io/cluster-autoscaler/enabled" : true + "k8s.io/cluster-autoscaler/${local.cluster_name}" : "owned" + "k8s.io/cluster-autoscaler/node-template/label/role" : local.nodegroup_t3_large_label + "k8s.io/cluster-autoscaler/node-template/taint/dedicated" : "${local.nodegroup_t3_large_label}:NoSchedule" + } + + tags = { + Owner = "terraform" + } +} + +data "aws_caller_identity" "current" {} + +# +# EKS +# +module "eks" { + source = "terraform-aws-modules/eks/aws" + version = "19.5.1" + + cluster_name = local.cluster_name + cluster_version = var.eks_cluster_version + cluster_enabled_log_types = ["api", "controllerManager", "scheduler"] + + vpc_id = var.vpc_id + subnet_ids = var.private_subnets + + cluster_endpoint_private_access = true + cluster_endpoint_public_access = true + manage_aws_auth_configmap = true + + # aws_auth_users = local.cluster_users # add users in later step + + cluster_addons = { + coredns = { + most_recent = true + }, + kube-proxy = { + most_recent = true + }, + aws-ebs-csi-driver = { + service_account_role_arn = "arn:aws:iam::${data.aws_caller_identity.current.account_id}:role/${local.ebs_csi_service_account_role_name}" + }, + vpc-cni = { + most_recent = true + before_compute = true + service_account_role_arn = module.vpc_cni_irsa.iam_role_arn + configuration_values = jsonencode({ + env = { + # Reference docs https://docs.aws.amazon.com/eks/latest/userguide/cni-increase-ip-addresses.html + ENABLE_PREFIX_DELEGATION = "true" + WARM_PREFIX_TARGET = "1" + } + }) + } + + } + + eks_managed_node_group_defaults = { + ami_type = "AL2_x86_64" + disk_size = 10 + iam_role_attach_cni_policy = true + enable_monitoring = true + } + + eks_managed_node_groups = { + group_t3_small = { + name = "ng0_t3_small" + + instance_types = ["t3.small"] + + min_size = 0 + max_size = 6 + desired_size = 0 + capacity_type = "ON_DEMAND" + labels = { + role = local.nodegroup_t3_small_label + } + tags = { + "k8s.io/cluster-autoscaler/enabled" = "true" + "k8s.io/cluster-autoscaler/${local.cluster_name}" = "owned" + "k8s.io/cluster-autoscaler/node-template/label/role" = "${local.nodegroup_t3_small_label}" + } + } + group_t3_medium = { + name = "ng1_t3_medium" + + instance_types = ["t3.medium"] + + min_size = 4 + max_size = 6 + desired_size = 4 + capacity_type = "ON_DEMAND" + labels = { + role = local.nodegroup_t3_medium_label + } + tags = { + "k8s.io/cluster-autoscaler/enabled" = "true" + "k8s.io/cluster-autoscaler/${local.cluster_name}" = "owned" + "k8s.io/cluster-autoscaler/node-template/label/role" = "${local.nodegroup_t3_medium_label}" + } + } + group_t3_large = { + name = "ng2_t3_large" + + instance_types = ["t3.large"] + + min_size = 0 + max_size = 3 + desired_size = 0 + capacity_type = "ON_DEMAND" + labels = { + role = local.nodegroup_t3_large_label + } + taints = [ + { + key = "dedicated" + value = local.nodegroup_t3_large_label + effect = "NO_SCHEDULE" + } + ] + tags = { + "k8s.io/cluster-autoscaler/enabled" = "true" + "k8s.io/cluster-autoscaler/${local.cluster_name}" = "owned" + "k8s.io/cluster-autoscaler/node-template/label/role" = "${local.nodegroup_t3_large_label}" + "k8s.io/cluster-autoscaler/node-template/taint/dedicated" = "${local.nodegroup_t3_large_label}:NoSchedule" + } + } + } + tags = local.tags +} + +# Role for Service Account +module "vpc_cni_irsa" { + source = "terraform-aws-modules/iam/aws//modules/iam-role-for-service-accounts-eks" + version = "~> 5.0" + + role_name_prefix = "VPC-CNI-IRSA" + attach_vpc_cni_policy = true + vpc_cni_enable_ipv4 = true + + oidc_providers = { + main = { + provider_arn = module.eks.oidc_provider_arn + namespace_service_accounts = ["kube-system:aws-node"] + } + } +} +``` +\normalsize + +#### Elastic Block Store + +The EBS CSI controller (Elastic Block Store Container Storage Interface) is set up by defining an IAM (Identity and Access Management) role using the `"ebs_csi_controller_role"` module. The role allows the EBS CSI controller to assume a specific IAM role with OIDC (OpenID Connect) authentication, granting it the necessary permissions for EBS-related actions in the AWS environment by an IAM policy. The IAM policy associated with the role is created likewise and permits various EC2 actions, such as attaching and detaching volumes, creating and deleting snapshots, and describing instances and volumes. + +The code also configures the default Kubernetes StorageClass named `"gp2"` and annotates it as not the default storage class for the cluster, managing how storage volumes are provisioned and utilized in the cluster. Ensuring that the `"gp2"` StorageClass does not become the default storage class is needed as we additionally create an EFS Storage (Elastic File System), which is described in the [next subsection](#elastic-file-system). + +\footnotesize +```javascript +# +# EBS CSI controller +# +module "ebs_csi_controller_role" { + source = "terraform-aws-modules/iam/aws//modules/iam-assumable-role-with-oidc" + version = "5.11.1" + create_role = true + role_name = local.ebs_csi_service_account_role_name + provider_url = replace(module.eks.cluster_oidc_issuer_url, "https://", "") + role_policy_arns = [aws_iam_policy.ebs_csi_controller_sa.arn] + oidc_fully_qualified_subjects = ["system:serviceaccount:${local.cluster_namespace}:${local.ebs_csi_service_account_name}"] +} + +resource "aws_iam_policy" "ebs_csi_controller_sa" { + name = local.ebs_csi_service_account_name + description = "EKS ebs-csi-controller policy for cluster ${var.cluster_name}" + + policy = jsonencode({ + "Version" : "2012-10-17", + "Statement" : [ + { + "Action" : [ + "ec2:AttachVolume", + "ec2:CreateSnapshot", + "ec2:CreateTags", + "ec2:CreateVolume", + "ec2:DeleteSnapshot", + "ec2:DeleteTags", + "ec2:DeleteVolume", + "ec2:DescribeInstances", + "ec2:DescribeSnapshots", + "ec2:DescribeTags", + "ec2:DescribeVolumes", + "ec2:DetachVolume", + ], + "Effect" : "Allow", + "Resource" : "*" + } + ] }) +} + +resource "kubernetes_annotations" "ebs-no-default-storageclass" { + api_version = "storage.k8s.io/v1" + kind = "StorageClass" + force = "true" + + metadata { + name = "gp2" + } + annotations = { + "storageclass.kubernetes.io/is-default-class" = "false" + } +} +``` +\normalsize + +#### Elastic File System + +The EFS CSI (Elastic File System Container Storage Interface) driver permits EKS pods to use EFS as a persistent volume for data storage, enabling pods to use EFS as a scalable and shared storage solution.. The driver itself is deployed using a Helm chart through the `"helm_release"` resource. Of course we also need to create an IAM role for the EFS CSI driver, which is done using the `"attach_efs_csi_role"` module, which allows the driver to assume a role with OIDC authentication, and grants the necessary permissions for working with EFS, similar to the EBS setup. + +For security, the code creates an AWS security group named `"allow_nfs"` that allows inbound NFS traffic on port 2049 from the private subnets of the VPC. This allows the EFS mount targets to communicate with the EFS file system securely. The EFS file system and access points are created manually for each private subnet mapping the `"aws_efs_mount_target"` to the `"aws_efs_file_system"` resource. + +Finally, the code defines a Kubernetes StorageClass named `"efs"` using the `"kubernetes_storage_class_v1"` resource. The StorageClass specifies the EFS CSI driver as the storage provisioner and the EFS file system created earlier as the backing storage. Additionally, the `"efs"` StorageClass is marked as the default storage class for the cluster using an annotation. This allows dynamic provisioning of EFS-backed persistent volumes for Kubernetes pods on default, simplifying the process of handling storage in the EKS cluster. This is done for example for the Airflow deployment in a later step. + +\footnotesize +```javascript +# +# EFS +# +resource "helm_release" "aws_efs_csi_driver" { + chart = "aws-efs-csi-driver" + name = "aws-efs-csi-driver" + namespace = "kube-system" + repository = "https://kubernetes-sigs.github.io/aws-efs-csi-driver/" + set { + name = "controller.serviceAccount.create" + value = true + } + set { + name = "controller.serviceAccount.annotations.eks\\.amazonaws\\.com/role-arn" + value = module.attach_efs_csi_role.iam_role_arn + } + set { + name = "controller.serviceAccount.name" + value = "efs-csi-controller-sa" + } +} + +module "attach_efs_csi_role" { + source = "terraform-aws-modules/iam/aws//modules/iam-role-for-service-accounts-eks" + role_name = "efs-csi" + attach_efs_csi_policy = true + oidc_providers = { + ex = { + provider_arn = module.eks.oidc_provider_arn + namespace_service_accounts = ["kube-system:efs-csi-controller-sa"] + } + } +} + +resource "aws_security_group" "allow_nfs" { + name = "allow nfs for efs" + description = "Allow NFS inbound traffic" + vpc_id = var.vpc_id + + ingress { + description = "NFS from VPC" + from_port = 2049 + to_port = 2049 + protocol = "tcp" + cidr_blocks = var.private_subnets_cidr_blocks + } + egress { + from_port = 0 + to_port = 0 + protocol = "-1" + cidr_blocks = ["0.0.0.0/0"] + ipv6_cidr_blocks = ["::/0"] + } +} + +resource "aws_efs_file_system" "stw_node_efs" { + creation_token = "efs-for-stw-node" +} + +resource "aws_efs_mount_target" "stw_node_efs_mt_0" { + file_system_id = aws_efs_file_system.stw_node_efs.id + subnet_id = var.private_subnets[0] + security_groups = [aws_security_group.allow_nfs.id] +} + +resource "aws_efs_mount_target" "stw_node_efs_mt_1" { + file_system_id = aws_efs_file_system.stw_node_efs.id + subnet_id = var.private_subnets[1] + security_groups = [aws_security_group.allow_nfs.id] +} + +resource "aws_efs_mount_target" "stw_node_efs_mt_2" { + file_system_id = aws_efs_file_system.stw_node_efs.id + subnet_id = var.private_subnets[2] + security_groups = [aws_security_group.allow_nfs.id] +} + +resource "kubernetes_storage_class_v1" "efs" { + metadata { + name = "efs" + annotations = { + "storageclass.kubernetes.io/is-default-class" = "true" + } + } + + storage_provisioner = "efs.csi.aws.com" + parameters = { + provisioningMode = "efs-ap" # Dynamic provisioning + fileSystemId = aws_efs_file_system.stw_node_efs.id # module.efs.id + directoryPerms = "777" + } + + mount_options = [ + "iam" + ] +} +``` +\normalsize + +#### Cluster Autoscaler + +The EKS Cluster Autoscaler ensures that the cluster can automatically scale its worker nodes based on the workload demands, ensuring optimal resource utilization and performance. + +The necessary IAM settings are set up prior to deploying the Autoscaler. First, an IAM policy named `"node_additional"` is created to grant permission to describe EC2 instances and related resources. This enables the Autoscaler to gather information about the current state of the worker nodes and make informed decisions regarding scaling. For each managed node group in the EKS cluster (defined by the `"eks_managed_node_groups"` module output), the IAM policy is attached to its corresponding IAM role. This ensures that all worker nodes have the required permissions to work with the Autoscaler. After setting up the IAM policies, tags are added to provide the necessary information for the EKS Cluster Autoscaler to identify and manage the Auto Scaling Groups effectively and to support cluster autoscaling from zero for each node group. The tags are created for each node group (`"nodegroup_t3_small"`, `"nodegroup_t3_medium"` ,and `"nodegroup_t3_large"`) and are based on the specified tag lists defined in the `"local.eks_asg_tag_list_*"` variables. + +The EKS Cluster Autoscaler itself is instantiated using the custom `"eks_autoscaler"` module on the bottom of the code snippet. The module is called to set up the Autoscaler for the EKS cluster and the required input variables are provided accordingly. Its components are described in detailed in the following. + +\footnotesize +```javascript +# +# EKS Cluster autoscaler +# +resource "aws_iam_policy" "node_additional" { + name = "${local.cluster_name}-additional" + description = "${local.cluster_name} node additional policy" + + policy = jsonencode({ + Version = "2012-10-17" + Statement = [ + { + Action = [ + "ec2:Describe*", + ] + Effect = "Allow" + Resource = "*" + }, + ] + }) +} + +resource "aws_iam_role_policy_attachment" "additional" { + for_each = module.eks.eks_managed_node_groups + + policy_arn = aws_iam_policy.node_additional.arn + role = each.value.iam_role_name +} + +# Tags for the ASG to support cluster-autoscaler scale up from 0 for nodegroup2 +resource "aws_autoscaling_group_tag" "nodegroup_t3_small" { + for_each = local.eks_asg_tag_list_nodegroup_t3_small_label + autoscaling_group_name = element(module.eks.eks_managed_node_groups_autoscaling_group_names, 2) + tag { + key = each.key + value = each.value + propagate_at_launch = true + } +} + +resource "aws_autoscaling_group_tag" "nodegroup_t3_medium" { + for_each = local.eks_asg_tag_list_nodegroup_t3_medium_label + autoscaling_group_name = element(module.eks.eks_managed_node_groups_autoscaling_group_names, 1) + tag { + key = each.key + value = each.value + propagate_at_launch = true + } +} + +resource "aws_autoscaling_group_tag" "nodegroup_t3_large" { + for_each = local.eks_asg_tag_list_nodegroup_t3_large_label + autoscaling_group_name = element(module.eks.eks_managed_node_groups_autoscaling_group_names, 0) + tag { + key = each.key + value = each.value + propagate_at_launch = true + } +} + +module "eks_autoscaler" { + source = "./autoscaler" + cluster_name = local.cluster_name + cluster_namespace = local.cluster_namespace + aws_region = var.aws_region + cluster_oidc_issuer_url = module.eks.cluster_oidc_issuer_url + autoscaler_service_account_name = local.autoscaler_service_account_name +} +``` +\normalsize + +The configurationof the Cluster Autoscaler begins with the creation of a Helm release named `"cluster-autoscaler"` using the `"helm_release"` resource. The Helm chart is sourced from the `"kubernetes.github.io/autoscaler"` repository with the chart version `"9.10.7"`. The settings inside the Helm release include the AWS region, RBAC (Role-Based Access Control) settings for the service account, cluster auto-discovery settings, and the creation of the service account with the required permissions. + +The necessary resources for the settings are created accordingly in the following. The service account is created using the `"iam_assumable_role_admin"` module with an assumable IAM role that allows the service account to access the necessary resources for scaling. It is associated with the OIDC (OpenID Connect) provider for the cluster to permit access. + +An IAM policy named `"cluster_autoscaler"` is created to permit the Cluster Autoscaler to interact with Auto Scaling Groups, EC2 instances, launch configurations, and tags. The policy includes two statements: `"clusterAutoscalerAll"` and `"clusterAutoscalerOwn"`. The first statement grants read access to Auto Scaling Group-related resources, while the second statement allows the Cluster Autoscaler to modify the desired capacity of the Auto Scaling Groups and terminate instances. The policy also includes conditions to ensure that the Cluster Autoscaler can only modify resources with specific tags. The conditions check that the Auto Scaling Group has a tag `"k8s.io/cluster-autoscaler/enabled"` set to `"true"` and a tag `"k8s.io/cluster-autoscaler/"` set to `"owned"`. If you remember it, we have set these tags when setting up the managed node groups for the EKS Cluster in the previous step. + +\footnotesize +```javascript +resource "helm_release" "cluster-autoscaler" { + name = "cluster-autoscaler" + namespace = var.cluster_namespace + repository = "https://kubernetes.github.io/autoscaler" + chart = "cluster-autoscaler" + version = "9.10.7" + create_namespace = false + + set { + name = "awsRegion" + value = var.aws_region + } + set { + name = "rbac.serviceAccount.name" + value = var.autoscaler_service_account_name + } + set { + name = "rbac.serviceAccount.annotations.eks\\.amazonaws\\.com/role-arn" + value = module.iam_assumable_role_admin.iam_role_arn + type = "string" + } + set { + name = "autoDiscovery.clusterName" + value = var.cluster_name + } + set { + name = "autoDiscovery.enabled" + value = "true" + } + set { + name = "rbac.create" + value = "true" + } +} + +module "iam_assumable_role_admin" { + source = "terraform-aws-modules/iam/aws//modules/iam-assumable-role-with-oidc" + version = "~> 4.0" + create_role = true + role_name = "cluster-autoscaler" + provider_url = replace(var.cluster_oidc_issuer_url, "https://", "") + role_policy_arns = [aws_iam_policy.cluster_autoscaler.arn] + oidc_fully_qualified_subjects = ["system:serviceaccount:${var.cluster_namespace}:${var.autoscaler_service_account_name}"] +} + +resource "aws_iam_policy" "cluster_autoscaler" { + name_prefix = "cluster-autoscaler" + description = "EKS cluster-autoscaler policy for cluster ${var.cluster_name}" + policy = data.aws_iam_policy_document.cluster_autoscaler.json +} + +data "aws_iam_policy_document" "cluster_autoscaler" { + statement { + sid = "clusterAutoscalerAll" + effect = "Allow" + + actions = [ + "autoscaling:DescribeAutoScalingGroups", + "autoscaling:DescribeAutoScalingInstances", + "autoscaling:DescribeLaunchConfigurations", + "autoscaling:DescribeTags", + "ec2:DescribeLaunchTemplateVersions", + ] + + resources = ["*"] + } + + statement { + sid = "clusterAutoscalerOwn" + effect = "Allow" + + actions = [ + "autoscaling:SetDesiredCapacity", + "autoscaling:TerminateInstanceInAutoScalingGroup", + "autoscaling:UpdateAutoScalingGroup", + ] + + resources = ["*"] + + condition { + test = "StringEquals" + variable = "autoscaling:ResourceTag/k8s.io/cluster-autoscaler/${var.cluster_name}" + values = ["owned"] + } + condition { + test = "StringEquals" + variable = "autoscaling:ResourceTag/k8s.io/cluster-autoscaler/enabled" + values = ["true"] + } + } +} +``` +\normalsize diff --git a/manuscript/08.2.2-Deployment-Infrastructure_Essentials_Networking.Rmd b/manuscript/08.2.2-Deployment-Infrastructure_Essentials_Networking.Rmd new file mode 100644 index 0000000..65063be --- /dev/null +++ b/manuscript/08.2.2-Deployment-Infrastructure_Essentials_Networking.Rmd @@ -0,0 +1,167 @@ +### Networking + +The `networking` module of the infrastructure directory integrates an *Application Load Balancer* (ALB) and *External DNS* in the cluster. Both play crucial roles in managing and exposing Kubernetes applications within the EKS cluster to the outside world. The ALB serves as an Ingress Controller to route external traffic to Kubernetes services, while External DNS automates the management of DNS records, making it easier to access services using user-friendly domain names. The root module of network just calls both submodules, which are described in detail in the upcoming sections. + +\footnotesize +```javascript +module "external-dns" { + ... +} + +module "application-load-balancer" { + ... +} +``` +\normalsize + +#### AWS Application Load Balancer (ALB) + +The ALB is a managed load balancer service provided by AWS. In the context of an EKS cluster, the ALB serves as an Ingress Controller and thus is responsible for routing external traffic to the appropriate services and pods running inside your Kubernetes cluster. The ALB acts as the entry point to our applications and enables us to expose multiple services over a single public IP address or domain name, which simplifies access for users and clients. + +The code starts by defining some local variables, followed by creating an assumable IAM role for the AWS Load Balancer Controller service account by the module `aws_load_balancer_controller_controller_role`. The service account holds the necessary permissions and associates with the OIDC provider of the EKS cluster as it is the same module call we already used multiple times beforehand. The IAM policy for the role is defined in the `"aws_iam_policy.aws_load_balancer_controller_controller_sa"` resource. + +Since its policy document is quite extensive, it is loaded from a file named `"AWSLoadBalancerControllerPolicy.json.`". In summary, the AWS IAM document allows the AWS Elastic Load Balancing (ELB) controller, specifically the Elastic Load Balancer V2 (ELBV2) API, to perform various actions related to managing load balancers, target groups, listeners, rules, and tags. The document includes several "Allow" statements that grant permissions for actions like describing and managing load balancers, target groups, listeners, and rules. It also allows the controller to create and delete load balancers, target groups, and listeners, as well as modify their attributes. Additionally, the document permits the addition and removal of tags for ELBV2 resources. + +After setting up the IAM role, the code proceeds to install the AWS Load Balancer Controller using Helm. The Helm chart is sourced from the `"aws.github.io/eks-charts"` repository, specifying version `"v2.4.2"`. The service account configuration is provided to the Helm release's values, including the name of the service account and annotations to associate it with the IAM role created earlier. The `"eks.amazonaws.com/role-arn"` annotation points to the ARN of the IAM role associated with the service account, allowing the controller to assume that role and operate with the appropriate permissions. + +\footnotesize +```javascript +locals { + aws_load_balancer_controller_service_account_role_name = "aws-load-balancer-controller-role" + aws_load_balancer_controller_service_account_name = "aws-load-balancer-controller-sa" +} + +data "aws_caller_identity" "current" {} +data "aws_region" "current" {} # + +module "aws_load_balancer_controller_controller_role" { + source = "terraform-aws-modules/iam/aws//modules/iam-assumable-role-with-oidc" + version = "5.11.1" + create_role = true + role_name = local.aws_load_balancer_controller_service_account_role_name + provider_url = replace(var.cluster_oidc_issuer_url, "https://", "") + role_policy_arns = [aws_iam_policy.aws_load_balancer_controller_controller_sa.arn] + oidc_fully_qualified_subjects = ["system:serviceaccount:kube-system:${local.aws_load_balancer_controller_service_account_name}"] +} + +resource "aws_iam_policy" "aws_load_balancer_controller_controller_sa" { + name = local.aws_load_balancer_controller_service_account_name + description = "EKS ebs-csi-controller policy for cluster ${var.cluster_name}" + + policy = file("${path.module}/AWSLoadBalancerControllerPolicy.json") +} + +resource "helm_release" "aws-load-balancer-controller" { + name = var.helm_chart_name + namespace = var.namespace + chart = "aws-load-balancer-controller" + create_namespace = false + + repository = "https://aws.github.io/eks-charts" + version = var.helm_chart_version + + values = [yamlencode({ + clusterName = var.cluster_name + image = { + tag = "v2.4.2" + }, + serviceAccount = { + name = "${local.aws_load_balancer_controller_service_account_name}" + annotations = { + "eks.amazonaws.com/role-arn" = "arn:aws:iam::${data.aws_caller_identity.current.account_id}:role/${local.aws_load_balancer_controller_service_account_role_name}" + } + } + })] +} +``` +\normalsize + +#### External DNS + +External DNS is a Kubernetes add-on that automates the creation and management of DNS records for Kubernetes services. It is particularly useful when services are exposed to the internet through the ALB or any other Ingress Controller. When an Ingress resource is created that defines how external traffic should be routed to services within the EKS cluster, External DNS automatically updates the DNS provider with the corresponding DNS records (in our case this is Route 53 in AWS). Automatically configuring DNS records ensures that the records are always up-to-date, which helps maintain consistency and reliability in the DNS configuration, and users can access the Kubernetes services using user-friendly domain names rather than relying on IP addresses. + +The code is structured similar to the ALB and defines local variables first, followed by creating a service account to interact with AWS resources. The service account, its role with OIDC and the policy with relevant permissions are created by the `external_dns_controller_role` module same to as we know it from previous implementations. The policy allows the external DNS controller to operate within the specified AWS Route 53 hosted zone, such as changing resource record sets, and listing hosted zones and resource record sets. + +Finally, the Helm is used to to deploy the external DNS controller as a Kubernetes resource. The Helm release configuration includes specifying the previously create service account, the IAM `role-arn` associated with it, the `aws.region` where the Route 53 hosted zone exists, and a `domainFilter` which filters to a specific domain provided by us. + +\footnotesize +```javascript +locals { + external_dns_service_account_role_name = "external-dns-role" + external_dns_service_account_name = "external-dns-sa" +} + +data "aws_caller_identity" "current" {} +data "aws_region" "current" {} # + +module "external_dns_controller_role" { + source = "terraform-aws-modules/iam/aws//modules/iam-assumable-role-with-oidc" + version = "5.11.1" + create_role = true + role_name = local.external_dns_service_account_role_name + provider_url = replace(var.cluster_oidc_issuer_url, "https://", "") + role_policy_arns = [aws_iam_policy.external_dns_controller_sa.arn] + oidc_fully_qualified_subjects = ["system:serviceaccount:${var.namespace}:${local.external_dns_service_account_name}"] +} + +resource "aws_iam_policy" "external_dns_controller_sa" { + name = local.external_dns_service_account_name + description = "EKS ebs-csi-controller policy for cluster ${var.cluster_name}" + + policy = jsonencode({ + "Version" : "2012-10-17", + "Statement" : [ + { + "Effect" : "Allow", + "Action" : [ + "route53:ChangeResourceRecordSets" + ], + "Resource" : [ + "arn:aws:route53:::hostedzone/*" + ] + }, + { + "Effect" : "Allow", + "Action" : [ + "route53:ListHostedZones", + "route53:ListResourceRecordSets" + ], + "Resource" : [ + "*" + ] + } + ] + }) +} + +resource "helm_release" "external_dns" { + name = var.name + namespace = var.namespace + chart = var.helm_chart_name + create_namespace = false + + repository = "https://charts.bitnami.com/bitnami" + version = var.helm_chart_version + + values = [yamlencode({ + serviceAccount = { + create = true + name = "${local.external_dns_service_account_name}" + annotations = { + "eks.amazonaws.com/role-arn" = "arn:aws:iam::${data.aws_caller_identity.current.account_id}:role/${local.external_dns_service_account_role_name}" + } + }, + aws = { + zoneType = "public" + region = "${data.aws_region.current.name}" + }, + policy = "sync" + domainFilter = [ + "${var.domain_name}" + ] + provider = "aws" + txtOwnerId = "${var.name}" + })] +} +``` +\normalsize diff --git a/manuscript/08.2.3-Deployment-Infrastructure_Essentials_RDS.Rmd b/manuscript/08.2.3-Deployment-Infrastructure_Essentials_RDS.Rmd new file mode 100644 index 0000000..9fc51b3 --- /dev/null +++ b/manuscript/08.2.3-Deployment-Infrastructure_Essentials_RDS.Rmd @@ -0,0 +1,58 @@ +### Relational Database Service + +The Amazon RDS (Relational Database Service) instance is provisioned by the `aws_db_instance` resource. It configures the instance with the specified settings, such as `allocated_storage`, `storage_type`, `engine`, `db_name`, `username`, and `password`, etc. All these parameters are provided whenever the module is invoked, e.g. in the Airflow or Mlflow modules.. The `skip_final_snapshot` set to true states that no final DB snapshot will be created when the instance is deleted. + +The resource `aws_db_subnet_group` creates an RDS subnet group with the name `"vpc-subnet-group-${local.rds_name}"`. It associates the RDS instance with the private subnets specified in the `VPC` module, and is used to define the subnets in which the RDS instance can be launched. Similar to the subnet group, the RDS instance uses an own security group. The security group `aws_security_group` is attached to the RDS instance. It specifies `ingress` (inbound)) and `egress` (outbound) rules to control network traffic. In this case, it allows inbound access on the specified port used by the RDS engine (5432 for PostgreSQL) from the CIDR blocks specified in the `private_subnets_cidr_blocks`, and allows all outbound traffic (`0.0.0.0/0`) from the RDS instance. + +The `rds` module is not necessarily needed to run a kubernetes cluster properly. It is merely an extension of the cluster and is needed to store relevant data of the tools used, such as airflow or mlflow. The module is thus called directly from the own airflow and mlflow modules. + +\footnotesize +```javascript +locals { + rds_name = var.rds_name + rds_engine = var.rds_engine + rds_engine_version = var.rds_engine_version + rds_port = var.rds_port +} + +resource "aws_db_subnet_group" "default" { + name = "vpc-subnet-group-${local.rds_name}" + subnet_ids = var.private_subnets +} + +resource "aws_db_instance" "rds_instance" { + allocated_storage = var.max_allocated_storage + storage_type = var.storage_type + engine = local.rds_engine + engine_version = local.rds_engine_version + instance_class = var.rds_instance_class + db_name = "${local.rds_name}_db" + username = "${local.rds_name}_admin" + password = var.rds_password + identifier = "${local.rds_name}-${local.rds_engine}" + port = local.rds_port + vpc_security_group_ids = [aws_security_group.rds_sg.id] + db_subnet_group_name = aws_db_subnet_group.default.name + skip_final_snapshot = true +} + +resource "aws_security_group" "rds_sg" { + name = "${local.rds_name}-${local.rds_engine}-sg" + vpc_id = var.vpc_id + + ingress { + description = "Enable postgres access" + from_port = local.rds_port + to_port = local.rds_port + protocol = "tcp" + cidr_blocks = var.private_subnets_cidr_blocks + } + egress { + from_port = 0 + to_port = 0 + protocol = "-1" + cidr_blocks = ["0.0.0.0/0"] + } +} +``` +\normalsize \ No newline at end of file diff --git a/manuscript/08.3-Deployment-Infrastructure_Modules.Rmd b/manuscript/08.3-Deployment-Infrastructure_Modules.Rmd index 2f9eaba..9eb1533 100644 --- a/manuscript/08.3-Deployment-Infrastructure_Modules.Rmd +++ b/manuscript/08.3-Deployment-Infrastructure_Modules.Rmd @@ -1,585 +1,6 @@ ## Components -Within the setup, there are multiple custom modules, namely airflow, mlflow, jupyterhub, and monitoring. Each module is responsible for deploying a specific workflow tool. +In this configuration, several custom modules are in place, including Airflow, MLflow, JupyterHub, and monitoring. Each module has a distinct role in deploying specific workflow tools. -These module names also align with their corresponding namespaces within the cluster. - -### Airflow - -The `Airflow` module is responsible for provisioning all components related to the deployment of Airflow. Being a crucial workflow orchestration tool in our ML platform, Airflow is tightly integrated with various other components in the Terraform codebase, which requires it to receive multiple input variables and configurations. -Airflow itself is deployed in the Terraform code via a Helm chart. The provided Terraform code also integrates the Airflow deployment with AWS S3 for efficient data storage and logging. It also utilizes an AWS RDS instance from the infrastructure section to serve as the metadata storage. Additionally, relevant Kubernetes secrets are incorporated into the setup to ensure a secure deployment. - -The code starts by declaring several local variables that store the names of Kubernetes secrets and S3 buckets for data storage and logging. Next, it creates a Kubernetes namespace for Airflow to isolate the deployment. - -\footnotesize -```javascript -locals { - k8s_airflow_db_secret_name = "${var.name_prefix}-${var.namespace}-db-auth" - git_airflow_repo_secret_name = "${var.name_prefix}-${var.namespace}-https-git-secret" - git_organization_secret_name = "${var.name_prefix}-${var.namespace}-organization-git-secret" - s3_data_bucket_secret_name = "${var.name_prefix}-${var.namespace}-${var.s3_data_bucket_secret_name}" - s3_data_bucket_name = "${var.name_prefix}-${var.namespace}-${var.s3_data_bucket_name}" - s3_log_bucket_name = "${var.name_prefix}-${var.namespace}-log-storage" -} - -data "aws_caller_identity" "current" {} -data "aws_region" "current" {} # - -resource "kubernetes_namespace" "airflow" { - metadata { - - name = var.namespace - } -} - -# -# Log Storage -# -module "s3-remote-logging" { - source = "./remote_logging" - s3_log_bucket_name = local.s3_log_bucket_name - namespace = var.namespace - s3_force_destroy = var.s3_force_destroy - oidc_provider_arn = var.oidc_provider_arn -} - -# -# Data Storage -# -module "s3-data-storage" { - source = "./data_storage" - s3_data_bucket_name = local.s3_data_bucket_name - namespace = var.namespace - s3_force_destroy = var.s3_force_destroy - s3_data_bucket_secret_name = local.s3_data_bucket_secret_name -} -``` -\normalsize - -Afterward, two custom modules, `"s3-remote-logging"` and `"s3-data-storage"` set up S3 buckets for remote logging and data storage. Both modules handle creating the S3 buckets and necessary IAM roles for accessing them. The terraform code of both modules is not depicted here, it is visible on [github](https://github.com/seblum/mlops-airflow-on-eks) though. -The main difference between the modules are in the in the assume role policies that are needed for the different use cases of storing and reading data, or logging to S3. While the `"s3_log_bucket_role"` allows a Federated entity, specified by an OIDC provider ARN, to assume the role using `"sts:AssumeRoleWithWebIdentity"`, the `"s3_data_bucket_role"` allows both a specific IAM user (constructed from the user's ARN) and the Amazon S3 service itself to assume the role using `"sts:AssumeRole"`. - -**s3-data-storage role policy** - -\footnotesize -```javascript -# s3-data-storage role policy -resource "aws_iam_role" "s3_data_bucket_role" { - name = "${var.namespace}-s3-data-bucket-role" - max_session_duration = 28800 - - assume_role_policy = < - -### Jupyterhub - -JupyterHub is utilized in the setup to provide an IDE (Integrated Development Environment). Belows Terraform code defines a `helm_release` that deploys JupyterHub on our EKS cluster. There are no other resources needed to run JupyterHub compared to the other components of our ML platform -The Helm configuration specifies various settings and customizations to include a JupyterHub instance with a single-user Jupyter notebook server. For example defining a post-start lifecycle hook to run a Git clone command inside the single-user notebook server container, or defining extra environment variable for the single-user server, namely `"MLFLOW_TRACKING_URI"` pointing to the previous specified MLflow service. - -The Airflow configuration enables an Ingress resource to expose JupyterHub to the specified domain, and adds annotations to control routing and manage the AWS Application Load Balancer (ALB). It also includes settings for the JupyterHub proxy and enables a culling mechanism to automatically shut down idle user sessions. - -Similar to the Airflow deployment, the JupyterHub instance is configured to use GitHub OAuthenticator for user authentication. The OAuthenticator is configured with the provided GitHub `client_id` and `client_secret`, and the `oauth_callback_url` to set a specific endpoint under the specified domain name. - -\footnotesize -```javascript -resource "helm_release" "jupyterhub" { - name = var.name - namespace = var.name - create_namespace = var.create_namespace - - repository = "https://jupyterhub.github.io/helm-chart/" - chart = var.helm_chart_name - version = var.helm_chart_version - - values = [yamlencode({ - singleuser = { - defaultUrl = "/lab" - image = { - name = "seblum/jupyterhub-server" - tag = "latest" - }, - lifecycleHooks = { - postStart = { - exec = { - command = ["git", "clone", "${var.git_repository_url}"] - } - } - }, - extraEnv = { - "MLFLOW_TRACKING_URI" = "http://mlflow-service.mlflow.svc.cluster.local" - } - }, - ingress = { - enabled : true - annotations = { - "external-dns.alpha.kubernetes.io/hostname" = "${var.domain_name}" - "alb.ingress.kubernetes.io/scheme" = "internet-facing" - "alb.ingress.kubernetes.io/target-type" = "ip" - "kubernetes.io/ingress.class" = "alb" - "alb.ingress.kubernetes.io/group.name" = "mlplatform" - } - hosts = ["${var.domain_name}", "www.${var.domain_name}"] - }, - proxy = { - service = { - type = "ClusterIP" - } - secretToken = var.proxy_secret_token - } - cull = { - enabled = true - users = true - } - hub = { - baseUrl = "/${var.domain_suffix}" - config = { - GitHubOAuthenticator = { - client_id = var.git_client_id - client_secret = var.git_client_secret - oauth_callback_url = "http://${var.domain_name}/${var.domain_suffix}/hub/oauth_callback" - } - JupyterHub = { - authenticator_class = "github" - } - } - } - })] -} -``` -\normalsize - - - - - - - - +Additionally, these module names correspond to their respective namespaces within the cluster. diff --git a/manuscript/08.3.0-Deployment-Infrastructure_Modules_User_Profiles.Rmd b/manuscript/08.3.0-Deployment-Infrastructure_Modules_User_Profiles.Rmd new file mode 100644 index 0000000..730833c --- /dev/null +++ b/manuscript/08.3.0-Deployment-Infrastructure_Modules_User_Profiles.Rmd @@ -0,0 +1,188 @@ +### User Profiles + +The code within the `"User-profiles"` module serves the purpose of configuring IAM (Identity and Access Management) policies and roles tailored for an ML (Machine Learning) platform. It involves the creation of AWS IAM user profiles, each linked to specific users and their corresponding access keys. These users are granted access privileges determined by specific policies, which can be designated as either user or developer access levels. All pertinent information is securely stored within AWS Secrets Manager. The list of users is dynamically provided to the module through the `var.profiles` variable from the root modules. + +At the outset of the code, data sources are defined to retrieve essential information about the AWS caller's identity and the current AWS region. These data sources, namely `aws_caller_identity` and `aws_region`, serve as repositories for critical details that may be utilized in subsequent configurations. + +Furthermore, the code introduces an AWS managed policy named "AmazonSageMakerFullAccess" using the `aws_iam_policy` data source. This policy is characterized by its unique ARN (Amazon Resource Name) and is configured to grant comprehensive access privileges to Amazon SageMaker services. + +\footnotesize +```javascript +data "aws_caller_identity" "current" {} +data "aws_region" "current" {} + +data "aws_iam_policy" "AmazonSageMakerFullAccess" { + arn = "arn:aws:iam::aws:policy/AmazonSageMakerFullAccess" +} +``` +\normalsize + +An IAM policy titled `"mlplatform-developer-access-policy"` is meticulously crafted to cater to platform developers, extending to them full-fledged access to a wide array of AWS services. This comprehensive access includes EKS, EC2 , S3, RDS, and VPC. The policy's specifications are delineated within a JSON file situated at the designated file path. + +In a parallel fashion, an IAM policy denoted as `"mlplatform-user-access-policy"` is tailored to accommodate platform users, authorizing them to harness the capabilities of Amazon SageMaker services. This policy is also constructed through the utilization of a JSON file, residing at the specified path, and is thoughtfully designed to provide users with the necessary access privileges. + +\footnotesize +```javascript +resource "aws_iam_policy" "mlplatform_developer_access_policy" { + name = "mlplatform-developer-access-policy" + description = "Access for platform developers granting them full EKS, EC2, S3, RDS, VPC access" + + policy = file("${path.module}/access_policies/AccessPolicyDeveloper.json") +} + +resource "aws_iam_policy" "mlplatform_user_access_policy" { + name = "mlplatform-user-access-policy" + description = "Access for platform users granting them access to Sagemaker" + + policy = file("${path.module}/access_policies/AccessPolicyUser.json") +} +``` +\normalsize + +For each profile outlined within the `var.profiles` variable, the "aws-profiles" module is instantiated. The primary purpose of this module is to facilitate the creation of IAM users, IAM roles, and AWS Secrets Manager secrets. Furthermore, it establishes the necessary associations by linking the previously defined developer and user access policies with their corresponding roles. + +\footnotesize +```javascript +module "aws-profiles" { + for_each = var.profiles + source = "./aws-profiles" + profile = each.value + + access_policy_developer = aws_iam_policy.mlplatform_developer_access_policy.arn + access_policy_user = aws_iam_policy.mlplatform_user_access_policy.arn +} +``` +\normalsize + +In the concluding phase of the code, the `"AmazonSageMakerFullAccess"` policy is affixed to IAM roles that are employed by platform users. This process involves iterating through the `local.user_user_access_auth_list`, which encompasses a collection of IAM role names designated for users. For each user role, the SageMaker access policy is linked or attached. +\footnotesize + +```javascript +# Add additional policies to ALL users +resource "aws_iam_role_policy_attachment" "sagemaker_access_user_role_policy" { + for_each = toset(local.user_user_access_auth_list) + + role = each.value + policy_arn = data.aws_iam_policy.AmazonSageMakerFullAccess.arn + + depends_on = [module.aws-profiles] +} +``` +\normalsize + + +#### AWS Profiles + +The `aws-profiles` module, which is invoked within the `user-profiles` module, streamlines the creation of IAM users, roles, access keys, and Secrets Manager secrets tailored to user profiles within an ML platform. This module takes charge of managing IAM permissions and securely storing secrets, ensuring that platform users and developers can access AWS resources securely. + +In this segment, local variables are established based on the details provided in the `var.profile`. It dissects the username into `firstName` and `lastName`, extracts the `role`, and assembles a `username` for the IAM user. Just as in the preceding code snippet, this section fetches details regarding the AWS caller's identity and the current AWS region. + +\footnotesize +```javascript +locals { + firstName = split(".", var.profile.username)[0] + lastName = split(".", var.profile.username)[1] + role = var.profile.role + username = "${local.firstName}-${local.lastName}" +} + +data "aws_caller_identity" "current" {} +data "aws_region" "current" {} +``` +\normalsize + +Next, an IAM user is generated using the previously constructed username. The user is established at the root level ("/") within IAM. Additionally, an IAM access key is generated for this IAM user, providing the capability for programmatic access to AWS resources. + +\footnotesize +```javascript +resource "aws_iam_user" "this" { + name = local.username + path = "/" +} + +resource "aws_iam_access_key" "this" { + user = aws_iam_user.this.name +} +``` +\normalsize + +Following this, an IAM role is generated and assigned the name `"mlplatform-access-${local.firstName}-${local.lastName}"`. This role is configured with a maximum session duration of 28,800 seconds, equivalent to 8 hours. The `assume_role_policy` is defined to grant the IAM user the ability to assume this role, and it also authorizes Amazon S3 to assume this role. This is commonly employed to facilitate access to S3 buckets. + +\footnotesize +```javascript +resource "aws_iam_role" "user_access_role" { + name = "mlplatform-access-${local.firstName}-${local.lastName}" + max_session_duration = 28800 + + assume_role_policy = < **_NOTE:_** It's important to note that the deployment has an open endpoint, which means it lacks sufficient security measures. + diff --git a/manuscript/08.3.2-Deployment-Infrastructure_Modules_Mlflow.md b/manuscript/08.3.2-Deployment-Infrastructure_Modules_Mlflow.md new file mode 100644 index 0000000..960c70f --- /dev/null +++ b/manuscript/08.3.2-Deployment-Infrastructure_Modules_Mlflow.md @@ -0,0 +1,183 @@ +### Mlflow + +In order to enable model tracking, the deployment of MLflow necessitates specific requirements. These include the establishment of a data store on AWS S3, a metadata store utilizing PostgreSQL (RDS), and the MLflow server itself. The initial two components are crafted using Terraform resources. + +However, it's worth noting that MLflow lacks native support for Kubernetes and an official Helm chart. In light of this, despite being a highly effective tool, we need to create a fundamental custom Helm chart for deploying the MLflow server. Furthermore, a custom container image is employed for running MLflow. This process entails the creation of YAML configurations for deployment, service, and configmap, all of which are executed on our Kubernetes cluster. + +The provided Terraform code assumes responsibility for orchestrating the deployment of a dashboard tailored for an ML platform, relying on the power of MLflow. This intricate process encompasses various configurations and resource deployments. It commences by defining local variables, including a unique S3 bucket name. Subsequently, an S3 bucket with the name `"mlflow"` is generated, designed explicitly for housing MLflow artifacts. + +\footnotesize +```javascript +locals { + s3_bucket_name = "${var.name_prefix}-${var.namespace}-${var.s3_bucket_name}" + s3_bucket_path_prefix = "users" +} + +data "aws_caller_identity" "current" {} + +# create s3 bucket for artifacts +resource "aws_s3_bucket" "mlflow" { + bucket = local.s3_bucket_name + # tags = var.tags + force_destroy = var.s3_force_destroy +} + +resource "aws_s3_bucket_server_side_encryption_configuration" "bucket_state_encryption" { + bucket = aws_s3_bucket.mlflow.bucket + rule { + apply_server_side_encryption_by_default { + sse_algorithm = "AES256" + } + } +} +``` +\normalsize + +Following this, an IAM role by the name of `"mlflow_s3_role"` is crafted, bestowing access to the S3 bucket. This role assumes a web identity role using the OIDC provider ARN specified by `var.oidc_provider_arn`. In a similar vein, an IAM policy named `"mlflow_s3_policy"` is forged, extending specific permissions for S3 access. These permissions encompass actions such as object creation, listing, and deletion within the S3 bucket. The policy is meticulously scoped to the S3 bucket and its associated objects. Subsequently, the `"mlflow_s3_policy"` is attached to the `"mlflow_s3_role"`, effectively enabling the IAM role to wield the permissions delineated in the policy. + +\footnotesize +```javascript +# "arn:aws:iam::${data.aws_caller_identity.current.account_id}:oidc-provider/${var.eks_oidc_provider}" +resource "aws_iam_role" "mlflow_s3_role" { + name = "${var.namespace}-s3-access-role" + + assume_role_policy = < **_NOTE:_** It's important to note that the deployment has an open endpoint, which means it lacks sufficient security measures. + diff --git a/manuscript/08.3.3-Deployment-Infrastructure_Modules_Jupyterhub.Rmd b/manuscript/08.3.3-Deployment-Infrastructure_Modules_Jupyterhub.Rmd new file mode 100644 index 0000000..89ea5ed --- /dev/null +++ b/manuscript/08.3.3-Deployment-Infrastructure_Modules_Jupyterhub.Rmd @@ -0,0 +1,81 @@ +### Jupyterhub + +In our setup, JupyterHub plays a crucial role by providing an Integrated Development Environment (IDE). The Terraform code presented here defines a `helm_release` responsible for deploying JupyterHub onto our EKS cluster. In contrast to other components of our ML platform, JupyterHub doesn't require additional resources to operate. + +The Helm configuration used in this deployment is multifaceted, encompassing various settings and customizations. Its primary aim is to establish a JupyterHub instance that seamlessly integrates with a single-user Jupyter notebook server. This configuration encompasses user sessions, GitHub authentication, proxy settings, Ingress for external access, and various other JupyterHub-related configurations. This ensures that JupyterHub is finely tuned to meet the specific requirements of our ML platform, providing users with the ability to run interactive notebooks and access MLflow services effortlessly. + +Within the Terraform code, a Helm release named `"jupyterhub"` is defined, orchestrating the deployment of JupyterHub into the designated Kubernetes namespace. The Helm chart is sourced from the JupyterHub Helm chart repository at a version specified by `var.helm_chart_version`. The `values` block within this configuration contains a YAML-encoded set of parameters for JupyterHub, including numerous settings related to single-user notebooks, Ingress, proxy, culling, and hub configuration. + +- **Single-User Notebook Configuration**: This segment of the configuration is dedicated to single-user notebook settings. It encompasses parameters like the default URL for notebooks, the Docker image to be employed, and lifecycle hooks. The Docker image is set to "seblum/jupyterhub-server:latest," and a postStart lifecycle hook is defined to clone a Git repository specified by `var.git_repository_url`. Additionally, an environment variable `MLFLOW_TRACKING_URI` is configured to point to the URI of the MLflow service. +- **Ingress Configuration**: The Ingress resource is configured to facilitate external access to JupyterHub. This entails the inclusion of annotations to tailor its behavior. Key settings include the specification of the hostname, scheme, healthcheck path, and ingress class. Hosts are configured to `${var.domain_name}` and `www.${var.domain_name}`, facilitating access through the designated domain name. +- **Proxy Configuration**: Within the proxy configuration, the service type for the JupyterHub proxy is set as "ClusterIP." Additionally, the `secretToken` is configured with a value provided by `var.proxy_secret_token`. +- **Culling Configuration**: Culling is enabled and finely tuned to manage user sessions. Users are subject to culling when their sessions become idle. +- **Hub Configuration**: The hub configuration addresses settings pertaining to the JupyterHub's base URL, GitHub OAuthenticator, and JupyterHub's authenticator class. Similar to the Airflow deployment, the JupyterHub instance is configured to utilize GitHub OAuthenticator for user authentication. This OAuthenticator is then configured with the supplied GitHub credentials (`var.git_client_id` and `var.git_client_secret`), along with the `oauth_callback_url` parameter, which specifies a specific endpoint under the provided domain name. + +\footnotesize +```javascript +resource "helm_release" "jupyterhub" { + name = var.name + namespace = var.name + create_namespace = var.create_namespace + + repository = "https://jupyterhub.github.io/helm-chart/" + chart = var.helm_chart_name + version = var.helm_chart_version + + values = [yamlencode({ + singleuser = { + defaultUrl = "/lab" + image = { + name = "seblum/jupyterhub-server" + tag = "latest" + }, + lifecycleHooks = { + postStart = { + exec = { + command = ["git", "clone", "${var.git_repository_url}"] + } + } + }, + extraEnv = { + "MLFLOW_TRACKING_URI" = "http://mlflow-service.mlflow.svc.cluster.local" + } + }, + ingress = { + enabled : true + annotations = { + "external-dns.alpha.kubernetes.io/hostname" = "${var.domain_name}" + "alb.ingress.kubernetes.io/scheme" = "internet-facing" + "alb.ingress.kubernetes.io/target-type" = "ip" + "kubernetes.io/ingress.class" = "alb" + "alb.ingress.kubernetes.io/group.name" = "mlplatform" + } + hosts = ["${var.domain_name}", "www.${var.domain_name}"] + }, + proxy = { + service = { + type = "ClusterIP" + } + secretToken = var.proxy_secret_token + } + cull = { + enabled = true + users = true + } + hub = { + baseUrl = "/${var.domain_suffix}" + config = { + GitHubOAuthenticator = { + client_id = var.git_client_id + client_secret = var.git_client_secret + oauth_callback_url = "http://${var.domain_name}/${var.domain_suffix}/hub/oauth_callback" + } + JupyterHub = { + authenticator_class = "github" + } + } + } + })] +} +``` +\normalsize diff --git a/manuscript/08.3.4-Deployment-Infrastructure_Modules_Monitoring.Rmd b/manuscript/08.3.4-Deployment-Infrastructure_Modules_Monitoring.Rmd new file mode 100644 index 0000000..9bbd87a --- /dev/null +++ b/manuscript/08.3.4-Deployment-Infrastructure_Modules_Monitoring.Rmd @@ -0,0 +1,191 @@ +### Monitoring + +Incorporated into the setup is a monitoring system leveraging Prometheus and Grafana. While not a direct component of the ML pipeline, this configuration serves as an instructive illustration of proficient cluster monitoring. It encompasses a fundamental monitoring setup accomplished through the utilization of Prometheus and Grafana. + +Prometheus and Grafana play distinct yet complementary roles in the domain of monitoring and observability. Prometheus is primarily responsible for collecting, storing, and alerting based on time-series metrics. It scrapes data from various sources, defines alerting rules, and supports service discovery, making it a robust monitoring and alerting tool. It also offers a query language for metric analysis and flexible data retention policies. + +On the other hand, Grafana specializes in data visualization and interactive dashboard creation. It connects to data sources like Prometheus and transforms metric data into visually engaging charts and graphs. Grafana is instrumental in designing comprehensive monitoring dashboards, visualizing alerts, and facilitating data exploration. Together, Prometheus and Grafana form a powerful monitoring stack, enabling organizations to monitor, analyze, and visualize their systems effectively. + +Both tools, Prometheus and Grafana, are seamlessly deployed via a Helm chart. The crucial interconnection between Grafana and Prometheus is thoughtfully established within the Grafana Helm chart, ensuring a cohesive and comprehensive monitoring solution. + +#### Prometheus + +The provided Terraform code facilitates the deployment of Prometheus and Prometheus Operator Custom Resource Definitions (CRDs) for the ML platform dashboard. This deployment leverages Helm for efficient management, allowing for customizable configurations and streamlined monitoring and alerting system setup. + +The process begins with the definition of a Helm release named `"prometheus"` responsible for deploying Prometheus, a comprehensive monitoring and alerting toolkit, to the specified Kubernetes namespace. The Helm chart utilized for this deployment is sourced from the Prometheus community Helm charts repository, adhering to a specified version. + +Within the `"values"` block, you'll find a YAML-encoded configuration for Prometheus. This configuration tailors specific aspects of the Prometheus installation, including the option to disable Alertmanager and Prometheus Pushgateway components. It also provides the flexibility to enable or disable persistent volumes for the Prometheus server. + +\footnotesize +```javascript +resource "helm_release" "prometheus" { + chart = "prometheus" + name = "prometheus" + namespace = var.namespace + create_namespace = var.create_namespace + + repository = "https://prometheus-community.github.io/helm-charts" + version = "19.7.2" + + values = [ + yamlencode({ + alertmanager = { + enabled = false + } + prometheus-pushgateway = { + enabled = false + } + server = { + persistentVolume = { + enabled = false + } + } + }) + ] +} +``` +\normalsize + +In addition to the Prometheus release, another Helm release named `"prometheus-operator-crds"` is established. This release is focused on deploying the Custom Resource Definitions (CRDs) essential for the Prometheus Operator. Similarly, the Helm chart used for this deployment originates from the Prometheus community Helm charts repository but at a distinct version. + +The Prometheus Operator CRDs are essential for defining and managing Prometheus instances and associated resources within the Kubernetes cluster, ensuring effective monitoring and alerting for the ML platform dashboard. + +\footnotesize +```javascript +resource "helm_release" "prometheus-operator-crds" { + chart = "prometheus-operator-crds" + name = "prometheus-operator-crds" + namespace = var.namespace + create_namespace = var.create_namespace + + repository = "https://prometheus-community.github.io/helm-charts" + version = "5.1.0" +} +``` +\normalsize + +#### Grafana + +The provided Terraform code deploys Grafana, a dashboard and visualization platform, for an ML platform. The Grafana deployment is highly customized, with various settings and configurations. + +A Helm release named `"grafana"` is defined, deploying Grafana to the specified Kubernetes namespace. It pulls the Grafana chart from the official Helm charts repository at version `"6.57.4."` The `"values"` block contains a YAML-encoded configuration for Grafana, including various settings related to service type, Ingress, data sources, dashboard providers, and more. + +- **Service and Ingress Configuration**: The Grafana service is configured to be of type `"ClusterIP"` and an Ingress resource is enabled for external access. Several annotations are added to the Ingress to customize how it interacts with the Kubernetes cluster, including specifying the hostname, scheme, healthcheck path, and other settings. The Ingress is set up to handle requests for the specified domain name and subdomain, allowing external access to Grafana. +- **Data Sources Configuration**: The configuration includes data source settings, specifically for Prometheus. It defines a data source named "Prometheus" with details like the type, URL, access mode, and setting it as the default data source. This configuration allows Grafana to retrieve metrics and data from Prometheus for visualization and dashboard creation. +- **Dashboard Providers Configuration**: Grafana's dashboard providers are configured using a YAML block. It defines a default provider with options specifying the path to dashboards. This configuration enables Grafana to load dashboards from the specified path within the Grafana container. +- **Dashboards Configuration**: The code defines a set of dashboards and their configurations. Each dashboard is associated with a data source (in this case, Prometheus) and has various settings such as gnetId (unique identifier), revision, and data source. These configurations determine which data is displayed on each dashboard and how it is accessed. +- **Grafana Configuration (grafana.ini)**: This section provides a set of configurations for Grafana itself, including security settings that allow embedding Grafana in iframes. It specifies the server's domain and root URL, enabling Grafana to serve from a subpath. Additionally, GitHub authentication is enabled for user sign-up and authentication, using the provided GitHub OAuth client ID and secret. + +\footnotesize +```javascript +resource "helm_release" "grafana" { + chart = "grafana" + name = "grafana" + namespace = var.namespace + create_namespace = var.create_namespace + + repository = "https://grafana.github.io/helm-charts/" + version = "6.57.4" + + values = [ + yamlencode({ + service = { + enabled = true + type = "ClusterIP" + } + ingress = { + enabled = true + annotations = { + "external-dns.alpha.kubernetes.io/hostname" = "${var.domain_name}", + "alb.ingress.kubernetes.io/scheme" = "internet-facing", + "alb.ingress.kubernetes.io/target-type" = "ip", + "kubernetes.io/ingress.class" = "alb", + "alb.ingress.kubernetes.io/group.name" = "mlplatform", + "alb.ingress.kubernetes.io/healthcheck-path" = "/api/health" + } + labels = {} + path = "${var.domain_suffix}" + pathType = "Prefix" + hosts = [ + "${var.domain_name}", + "www.${var.domain_name}" + ] + }, + datasources = { + "datasources.yaml" = { + apiVersion = 1 + datasources = [ + { + name = "Prometheus" + type = "prometheus" + url = "http://prometheus-server.${var.namespace}.svc.cluster.local" + access = "proxy" + isDefault = true + } + ] + } + }, + dashboardProviders = { + "dashboardproviders.yaml" = { + apiVersion = 1 + providers = [ + { + name = "'default'" + orgId = 1 + folder = "''" + type : "file" + disableDeletion : false + editable : true + options = { + path = "/var/lib/grafana/dashboards/default" + } + } + ] + } + } + dashboards = { + default = { + prometheus-stats = { + gnetId = 2 + revision = 2 + datasource = "Prometheus" + } + prometheus-stats-2 = { + gnetId = 315 + datasource = "Prometheus" + } + k8s-cluster = { + gnetId = 6417 + datasource = "Prometheus" + } + } + } + "grafana.ini" = { + security = { + allow_embedding = true # enables iframe loading + }, + server = { + domain : "${var.domain_name}" + root_url : "%(protocol)s://%(domain)s/grafana/" + serve_from_sub_path : true + # https://grafana.com/docs/grafana/latest/auth/github/#enable-github-in-grafana + }, + "auth.github" = { + enabled = true + allow_sign_up = true + scopes = "user:email,read:org" + auth_url = "https://github.com/login/oauth/authorize" + token_url = "https://github.com/login/oauth/access_token" + api_url = "https://api.github.com/user" + # team_ids: grafana-user-team + # allowed_organizations: + client_id = var.git_client_id + client_secret = var.git_client_secret + } + } + })] +} +``` +\normalsize + + diff --git a/manuscript/08.3.5-Deployment-Infrastructure_Modules_Sagemaker.Rmd b/manuscript/08.3.5-Deployment-Infrastructure_Modules_Sagemaker.Rmd new file mode 100644 index 0000000..657754b --- /dev/null +++ b/manuscript/08.3.5-Deployment-Infrastructure_Modules_Sagemaker.Rmd @@ -0,0 +1,199 @@ +### Sagemaker + +The Sagemaker module serves as a vital component of the ML platform, ensuring seamless interaction with SageMaker by providing essential IAM roles and permissions. Additionally, it deploys a custom Helm chart designed to harness the capabilities of a straightforward Streamlit application, effectively presenting all deployed SageMaker endpoints. + +The Terraform code commences by establishing local variables, meticulously capturing a spectrum of configuration details pivotal for this deployment. These variables encompass crucial information such as Docker image specifics, ECR repository nomenclature, IAM role designations, and more. The judicious utilization of these variables throughout the code enhances both consistency and reusability. + +\footnotesize +```javascript +locals { + docker_mlflow_sagemaker_base_image = var.docker_mlflow_sagemaker_base_image + base_image_tag = split(":", var.docker_mlflow_sagemaker_base_image)[1] + ecr_repository_name = "mlflow-sagemaker-deployment" + iam_name_sagemaker_access = "sagemaker-access" + + sagemaker_dashboard_read_access_user_name = "sagemaker-dashboard-read-access-user" + sagemaker_dashboard_read_access_role_name = "sagemaker-dashboard-read-access-role" + sagemaker_dashboard_read_access_secret = "sagemaker-dashboard-read-access-secret" +} + +data "aws_caller_identity" "current" {} +data "aws_region" "current" {} +data "aws_iam_policy" "AmazonSageMakerFullAccess" { + arn = "arn:aws:iam::aws:policy/AmazonSageMakerFullAccess" +} +data "aws_iam_policy" "AmazonSageMakerReadOnlyAccess" { + arn = "arn:aws:iam::aws:policy/AmazonSageMakerReadOnly" +} +``` +\normalsize + +The code efficiently leverages the `"terraform-aws-modules/ecr/aws"` module, effectively birthing an Elastic Container Registry (ECR) repository christened as `"mlflow-sagemaker-deployment"`. Furthermore, a `"null_resource"` block is meticulously crafted to orchestrate the packaging and dissemination of a Docker image to the ECR repository. This resource leverages a local-exec provisioner, deftly executing a series of Docker commands. These commands encompass the retrieval of the base image, affixing it with the ECR repository URL, securing authentication to the ECR registry, and ultimately, the seamless transmission of the image. This strategic orchestration guarantees the availability of the MLflow base image, purpose-built for SageMaker deployments, within the ECR repository, ready for deployment when needed. + +\footnotesize +```javascript +# Create Container Registry +module "ecr" { + source = "terraform-aws-modules/ecr/aws" + repository_name = local.ecr_repository_name + + repository_lifecycle_policy = jsonencode({ + rules = [ + { + rulePriority = 1, + description = "Keep last 30 images", + selection = { + tagStatus = "tagged", + tagPrefixList = ["v"], + countType = "imageCountMoreThan", + countNumber = 30 + }, + action = { + type = "expire" + } + } + ] + }) + repository_force_delete = true + # tags = { + # Terraform = "true" + # Environment = "dev" + # } +} + +# mlflow sagemaker build-and-push-container --build --no-push -c mlflow-sagemaker-deployment +# https://mlflow.org/docs/latest/cli.html +resource "null_resource" "docker_packaging" { + provisioner "local-exec" { + command = < str: + """ + Creates an MLflow experiment and sets it as the active experiment. + + Returns: + str: The experiment ID of the created or existing MLflow experiment. + + Example: + # Create an MLflow experiment and set it as active + experiment_id = make_mlflow() + print(f"Active MLflow experiment ID: {experiment_id}") + """ + try: + mlflow_experiment_id = mlflow.create_experiment(EXPERIMENT_NAME) + except: + pass + mlflow_experiment_id = mlflow.set_experiment(EXPERIMENT_NAME).experiment_id + return mlflow_experiment_id + +# When dag is loaded, mlflow experiment is created +mlflow_experiment_id = make_mlflow() +``` +\normalsize + +After setting up all secrets, variables, and parameters, the Apache Airflow DAG itself is defined and named `cnn_skin_cancer_workflow` with default arguments and metadata. It's the beginning of the DAG definition. All ML pipeline steps are defined within the DAG. + +- The task labeled as `preprocessing_op` is in charge of the initial step within the workflow. Its primary role involves fetching data from an S3 bucket, executing preprocessing procedures, and subsequently storing the processed data back into the S3 storage. The `mlflow_experiment_id` parameter is provided as input to the task, and the outcome, including the paths to the preprocessed data, is captured within the `preprocessed_data` variable. The resulting path to the preprocessed data is communicated through the utilization of an XCOM dictionary. +- The `model_training_op` task is specifically designed for the training of deep learning models using the preprocessed data. It offers flexibility in terms of model selection by means of the `model_class` parameter, which leverages the Enum type for making the choice, for example by specifying `Model_Class.ResNet50.name` and indicating the intention to train a ResNet50 model. Similar to the prior task, it utilizes identical `model_params` and `input` parameters derived from the preprocessed data. The outcomes of this task, containing training-related information, are stored within the `train_data_basic` variable. +- The `model_comparison_op` task fulfills the role of comparing multiple previously trained models based on their accuracy. Additionally, it updates the stage of the models within MLflow to facilitate easier differentiation in subsequent stages. It accepts as input the outcomes of training for the Basic, ResNet50, and CrossVal models (`train_data_basic`, `train_data_resnet50`, and `train_data_crossval`). The results are captured within the `compare_models_dict` variable. +- The task known as `deploy_model_to_sagemaker_op` manages the deployment of the top model to the SageMaker platform. It determines and selects the model with the highest performance based on the information contained within the `compare_models_dict`. + +\footnotesize +```python @dag( - "cnn_skin_cancer_docker_workflow", - default_args=dag_default_args, + dag_id="cnn_skin_cancer_workflow", + default_args={ + "owner": "seblum", + "depends_on_past": False, + "start_date": pendulum.datetime(2021, 1, 1, tz="Europe/Amsterdam"), + "tags": ["Keras CNN to classify skin cancer"], + }, schedule_interval=None, max_active_runs=1, ) def cnn_skin_cancer_workflow(): -``` -\normalsize + """ + Apache Airflow DAG for running a workflow to train, compare, and deploy skin cancer classification models. + """ -#### Defining Preprocessing Task {.unlisted .unnumbered} -As a first step, the preprocessing task is defined, which performs data preprocessing. - -\footnotesize -```python - @task.docker( + @task.kubernetes( image=skin_cancer_container_image, - multiple_outputs=True, - # Add the previously defined variables and constants as environment variables to the container - environment=kwargs_env_data, - working_dir="/app", - force_pull=True, - network_mode="bridge", + task_id="preprocessing_op", + namespace="airflow", + env_vars={"MLFLOW_TRACKING_URI": MLFLOW_TRACKING_URI}, + in_cluster=True, + get_logs=True, + do_xcom_push=True, + startup_timeout_seconds=300, + service_account_name="airflow-sa", + secrets=[ + SECRET_AWS_BUCKET, + SECRET_AWS_REGION, + SECRET_AWS_ACCESS_KEY_ID, + SECRET_AWS_SECRET_ACCESS_KEY, + SECRET_AWS_ROLE_NAME, + ], ) - def preprocessing_op(mlflow_experiment_id): + def preprocessing_op(mlflow_experiment_id: str) -> dict: """ Perform data preprocessing. @@ -146,10 +212,10 @@ As a first step, the preprocessing task is defined, which performs data preproce """ import os - from src.preprocessing import data_preprocessing - aws_bucket = os.getenv("AWS_BUCKET") + from src.preprocessing import data_preprocessing + ( X_train_data_path, y_train_data_path, @@ -165,23 +231,28 @@ As a first step, the preprocessing task is defined, which performs data preproce "y_test_data_path": y_test_data_path, } return return_dict -``` -\normalsize - -#### Defining Model Training Task {.unlisted .unnumbered} -Similarly, the model training task is defined, which trains a machine learning model. -\footnotesize -```python - @task.docker( + @task.kubernetes( image=skin_cancer_container_image, - multiple_outputs=True, - environment=kwargs_env_data, - working_dir="/app", - force_pull=True, - network_mode="bridge", + task_id="model_training_op", + namespace="airflow", + env_vars={"MLFLOW_TRACKING_URI": MLFLOW_TRACKING_URI}, + in_cluster=True, + get_logs=True, + do_xcom_push=True, + startup_timeout_seconds=300, + node_selector=node_selector, + tolerations=tolerations, + service_account_name="airflow-sa", + secrets=[ + SECRET_AWS_BUCKET, + SECRET_AWS_REGION, + SECRET_AWS_ACCESS_KEY_ID, + SECRET_AWS_SECRET_ACCESS_KEY, + SECRET_AWS_ROLE_NAME, + ], ) - def model_training_op(mlflow_experiment_id, model_class, model_params, input): + def model_training_op(mlflow_experiment_id: str, model_class: str, model_params: dict, input: dict) -> dict: """ Train a model. @@ -214,22 +285,19 @@ Similarly, the model training task is defined, which trains a machine learning m "model_stage": model_stage, } return return_dict -``` -\normalsize - -#### Defining Model Comparison Task {.unlisted .unnumbered} -The following code snippet defines the model comparison task, which compares trained models. -\footnotesize -```python - @task.docker( + @task.kubernetes( image=skin_cancer_container_image, - multiple_outputs=True, - environment=kwargs_env_data, - force_pull=True, - network_mode="bridge", + task_id="compare_models_op", + namespace="airflow", + env_vars={"MLFLOW_TRACKING_URI": MLFLOW_TRACKING_URI}, + in_cluster=True, + get_logs=True, + do_xcom_push=True, + startup_timeout_seconds=300, + service_account_name="airflow-sa", # Don't need Access Secrets as SA is given ) - def compare_models_op(train_data_basic, train_data_resnet50, train_data_crossval): + def compare_models_op(train_data_basic: dict, train_data_resnet50: dict, train_data_crossval: dict) -> dict: """ Compare trained models. @@ -257,16 +325,74 @@ The following code snippet defines the model comparison task, which compares tra "serving_model_version": serving_model_version, } return return_dict + + @task.kubernetes( + image=skin_cancer_container_image, + task_id="deploy_model_to_sagemaker_op", + namespace="airflow", + env_vars={ + "MLFLOW_TRACKING_URI": MLFLOW_TRACKING_URI, + "ECR_REPOSITORY_NAME": ECR_REPOSITORY_NAME, + "ECR_SAGEMAKER_IMAGE_TAG": ECR_SAGEMAKER_IMAGE_TAG, + }, + in_cluster=True, + get_logs=True, + startup_timeout_seconds=300, + service_account_name="airflow-sa", + secrets=[ + SECRET_AWS_ROLE_NAME_SAGEMAKER, + SECRET_AWS_REGION, + SECRET_AWS_ID, + ], + ) + def deploy_model_to_sagemaker_op(serving_model_dict: dict): + """ + Deploys a machine learning model to Amazon SageMaker using the specified parameters. + + Args: + serving_model_dict (dict): A dictionary containing information about the model to deploy. + It should contain the following keys: + - "serving_model_name" (str): The name of the MLflow model to be deployed. + - "serving_model_uri" (str): The URI or path to the MLflow model in artifact storage. + - "serving_model_version" (str): The version of the MLflow model to deploy. + + Example: + serving_model_info = { + "serving_model_name": "my_mlflow_model", + "serving_model_uri": "s3://my-bucket/mlflow/models/my_model", + "serving_model_version": "1", + } + deploy_model_to_sagemaker_op(serving_model_info) + """ + mlflow_model_name, mlflow_model_uri, mlflow_model_version = ( + serving_model_dict["serving_model_name"], + serving_model_dict["serving_model_uri"], + serving_model_dict["serving_model_version"], + ) + + print(f"mlflow_model_name: {mlflow_model_name}") + print(f"mlflow_model_uri: {mlflow_model_uri}") + print(f"mlflow_model_version: {mlflow_model_version}") + + from src.deploy_model_to_sagemaker import deploy_model_to_sagemaker + + result = deploy_model_to_sagemaker( + mlflow_model_name=mlflow_model_name, + mlflow_model_uri=mlflow_model_uri, + mlflow_model_version=mlflow_model_version, + mlflow_experiment_name="cnn_skin_cancer", + sagemaker_endpoint_name="test-cnn-skin-cancer", + sagemaker_instance_type="ml.t2.large", + ) + + print(f"Script run successfully: {result}") ``` \normalsize -#### Defining Pipeline {.unlisted .unnumbered} -After the tasks have been specified, they are connected together to define the workflow pipeline, specifying inputs and outputs. +Finally, all the previously declared tasks are linked to form the Airflow Workflow DAG. The `cnn_skin_cancer_workflow` function is called at the end of the code respectively. \footnotesize -```python - # CREATE PIPELINE - +```python preprocessed_data = preprocessing_op( mlflow_experiment_id=mlflow_experiment_id, ) @@ -288,22 +414,10 @@ After the tasks have been specified, they are connected together to define the w model_params=model_params, input=preprocessed_data, ) - - # Similarly, the operations for compare_models, serve_fastapi_app, and serve_streamlit_app - # would be added to the pipeline as well. - -``` + compare_models_dict = compare_models_op(train_data_basic, train_data_resnet50, train_data_crossval) -Finally, the Airflow DAG function is called in a last step. + deploy_model_to_sagemaker_op(compare_models_dict) -```python -# Call the airflow DAG cnn_skin_cancer_workflow() ``` \normalsize - -### MLflow - -Mlflow is leveraged in the preprocessing and model training stages to store crucial data parameters, model training parameters, and metrics, while also enabling the saving of trained models in the model registry. In the `airflow_DAG.py` file, Mlflow is invoked to create an experiment, and the experiment ID is passed to each pipeline step to store parameters in separate runs. This ensures a clear distinction between the execution of different models. - -The `train_model` pipeline steps serve as a container for the model training procedure. Within the container, the model is trained using specific code. All the relevant information about the model and the model itself are logged using mlflow as well. This workflow ensures the comprehensive tracking of model parameters and metrics, and the saved model can be accessed and compared during the subsequent model comparison step. In fact, during this stage, the best model is transferred to another model stage within the model registry. diff --git a/manuscript/09.3-Deployment-Usage_Training-Model-Pipeline.Rmd b/manuscript/09.3-Deployment-Usage_Training-Model-Pipeline.Rmd index 14b263c..2be797f 100644 --- a/manuscript/09.3-Deployment-Usage_Training-Model-Pipeline.Rmd +++ b/manuscript/09.3-Deployment-Usage_Training-Model-Pipeline.Rmd @@ -1,354 +1,4 @@ -## Training Pipeline Steps +## Pipeline Workflow Steps As mentioned previously, the machine learning pipeline for this particular use case comprises three primary stages: preprocessing, training, and serving. Furthermore, only the model that achieves the highest accuracy is chosen for deployment, which introduces an additional step for model comparison. Each of these steps will be further explained in the upcoming sections. - -### Data Preprocessing - -The data processing stage involves three primary processes. First, the raw data is loaded from an S3 Bucket. Second, the data is preprocessed and converted into the required format. Finally, the preprocessed data is stored in a way that allows it to be utilized by subsequent models. The data processing functionality is implemented within the given `data_preprocessing` function. The `utils` module, imported at the beginning, provides the functionality to access, load, and store data from S3. The data is normalized and transformed into a NumPy array to make it compatible with TensorFlow Keras models. The function returns the names and paths of the preprocessed and uploaded data, making it convenient for selecting them for future model training. Moreover, the data preprocessing stage establishes a connection with MLflow to record the sizes of the datasets. - -#### Importing Required Libraries {.unlisted .unnumbered} -The following code imports the necessary libraries and modules required for the code execution. It includes libraries for handling file operations, data manipulation, machine learning, progress tracking, as well as custom modules. - -\footnotesize -```python -# Imports necessary packages -import os -from datetime import datetime -from typing import Tuple - -import mlflow -import numpy as np -from keras.utils.np_utils import to_categorical -from sklearn.utils import shuffle -from src.utils import AWSSession, timeit -from tqdm import tqdm - -# Import custom modules -from src.utils import AWSSession -``` -\normalsize - -#### Data Preprocessing Function Definition {.unlisted .unnumbered} -At first, the `data_preprocessing` function is defined, which performs the data preprocessing steps. The function takes three arguments: `mlflow_experiment_id` (the MLflow experiment ID for logging), aws_bucket (the S3 bucket for reading raw data and storing preprocessed data), and path_preprocessed (the subdirectory for storing preprocessed data, with a default value of "preprocessed"). The function returns a tuple of four strings representing the paths of the preprocessed data. - -\footnotesize -```python -@timeit -def data_preprocessing( - mlflow_experiment_id: str, - aws_bucket: str, - path_preprocessed: str = "preprocessed", -) -> Tuple[str, str, str, str]: - """Preprocesses data for further use within model training. Raw data is read from given S3 Bucket, normalized, and stored ad a NumPy Array within S3 again. Output directory is on "/preprocessed". The shape of the data set is logged to MLflow. - - Args: - mlflow_experiment_id (str): Experiment ID of the MLflow run to log data - aws_bucket (str): S3 Bucket to read raw data from and write preprocessed data - path_preprocessed (str, optional): Subdirectory to store the preprocessed data on the provided S3 Bucket. Defaults to "preprocessed". - - Returns: - Tuple[str, str, str, str]: Four strings denoting the path of the preprocessed data stored as NumPy Arrays: X_train_data_path, y_train_data_path, X_test_data_path, y_test_data_path - """ -``` -\normalsize - -#### Setting MLflow Tracking URI and AWS Session {.unlisted .unnumbered} -Afterward, the MLflow tracking URI is set and an AWS session created using the AWS Access Key obtained from the environment variables and using the custom class `AWSSession()`. - -\footnotesize -```python - mlflow_tracking_uri = os.getenv("MLFLOW_TRACKING_URI") - mlflow.set_tracking_uri(mlflow_tracking_uri) - - # Instantiate aws session based on AWS Access Key - # AWS Access Key is fetched within AWS Session by os.getenv - aws_session = AWSSession() - aws_session.set_sessions() -``` -\normalsize - -#### Setting Paths and Helper Functions {.unlisted .unnumbered} -The paths for storing raw and preprocessed data within the S3 bucket are defined in a next step. As well as the helper functions `_load_and_convert_images`, `_create_label` and `_merge_data`. The `_load_and_convert_images` function loads and converts images from an S3 bucket folder into a NumPy array. The `_create_label` function creates a label array for a given dataset, while the `_merge_data` function merges two datasets into a single dataset. - -\footnotesize -```python - # Set paths within s3 - path_raw_data = f"s3://{aws_bucket}/data/" - - folder_benign_train = f"{path_raw_data}train/benign" - folder_malignant_train = f"{path_raw_data}train/malignant" - - folder_benign_test = f"{path_raw_data}test/benign" - folder_malignant_test = f"{path_raw_data}test/malignant" - - # Inner helper functions to load the data to a NumPy Array, create labels, and merge Array - @timeit - def _load_and_convert_images(folder_path: str) -> np.array: - ims = [ - aws_session.read_image_from_s3(s3_bucket=aws_bucket, imname=filename) - for filename in tqdm(aws_session.list_files_in_bucket(folder_path)) - ] - return np.array(ims, dtype="uint8") - - def _create_label(x_dataset: np.array) -> np.array: - return np.zeros(x_dataset.shape[0]) - - def _merge_data(set_one: np.array, set_two: np.array) -> np.array: - return np.concatenate((set_one, set_two), axis=0) -``` -\normalsize - -#### Preprocessing Steps and MLflow Logging {.unlisted .unnumbered} -This section performs the main preprocessing steps. It loads images from the S3 bucket, creates labels, merges data, shuffles the data, performs data normalization, and uploads the preprocessed data as NumPy arrays to the S3 bucket. The MLflow logging is also performed, recording the sizes of the training and testing data. - -\footnotesize -```python - # Start a MLflow run to log the size of the data - timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") - with mlflow.start_run(experiment_id=mlflow_experiment_id, run_name=f"{timestamp}_Preprocessing") as run: - print("\n> Loading images from S3...") - # Load in training pictures - X_benign = _load_and_convert_images(folder_benign_train) - X_malignant = _load_and_convert_images(folder_malignant_train) - - # Load in testing pictures - X_benign_test = _load_and_convert_images(folder_benign_test) - X_malignant_test = _load_and_convert_images(folder_malignant_test) - - # Log train-test size in MLflow - print("\n> Log data parameters") - mlflow.log_param("train_size_benign", X_benign.shape[0]) - mlflow.log_param("train_size_malignant", X_malignant.shape[0]) - mlflow.log_param("test_size_benign", X_benign_test.shape[0]) - mlflow.log_param("test_size_malignant", X_malignant_test.shape[0]) - - print("\n> Preprocessing...") - # Create labels - y_benign = _create_label(X_benign) - y_malignant = _create_label(X_malignant) - - y_benign_test = _create_label(X_benign_test) - y_malignant_test = _create_label(X_malignant_test) - - # Merge data - y_train = _merge_data(y_benign, y_malignant) - y_test = _merge_data(y_benign_test, y_malignant_test) - - X_train = _merge_data(X_benign, X_malignant) - X_test = _merge_data(X_benign_test, X_malignant_test) - - # Shuffle data - X_train, y_train = shuffle(X_train, y_train) - X_test, y_test = shuffle(X_test, y_test) - - y_train = to_categorical(y_train, num_classes=2) - y_test = to_categorical(y_test, num_classes=2) - - # With data augmentation to prevent overfitting - X_train = X_train / 255.0 - X_test = X_test / 255.0 -``` -\normalsize - -#### Uploading preprocessed data {.unlisted .unnumbered} -The four preprocessed numpy arrays (X_train, y_train, X_test, y_test) are uploaded to an S3 bucket. The arrays are stored as pickle files with specific file keys in the bucket. Finally, the paths of the preprocessed data are create and and returned as a tuple of strings. - -\footnotesize -```python - print("\n> Upload numpy arrays to S3...") - aws_session.upload_npy_to_s3( - data=X_train, - s3_bucket=aws_bucket, - file_key=f"{path_preprocessed}/X_train.pkl", - ) - aws_session.upload_npy_to_s3( - data=y_train, - s3_bucket=aws_bucket, - file_key=f"{path_preprocessed}/y_train.pkl", - ) - aws_session.upload_npy_to_s3( - data=X_test, - s3_bucket=aws_bucket, - file_key=f"{path_preprocessed}/X_test.pkl", - ) - aws_session.upload_npy_to_s3( - data=y_test, - s3_bucket=aws_bucket, - file_key=f"{path_preprocessed}/y_test.pkl", - ) - - X_train_data_path = f"{path_preprocessed}/X_train.pkl" - y_train_data_path = f"{path_preprocessed}/y_train.pkl" - X_test_data_path = f"{path_preprocessed}/X_test.pkl" - y_test_data_path = f"{path_preprocessed}/y_test.pkl" - - # Return directory paths of the data stored in S3 - return X_train_data_path, y_train_data_path, X_test_data_path, y_test_data_path -``` -\normalsize - -### Model Training - -The training step is designed to accommodate different models based on the selected model. The custom `model.utils` package, imported at the beginning, enables the selection and retrieval of models. The chosen model can be specified by passing its name to the `get_model` function, which then returns the corresponding model. These models are implemented using TensorFlow Keras and their code is stored in the `/model` directory. The model is trained using the `model_params` parameters provided to the training function, which include all the necessary hyperparameters. The training and evaluation are conducted using the preprocessed data from the previous step, which is downloaded from S3 at the beginning. Depending on the selected model, a KFold cross-validation is performed to improve the model's fit. - -MLflow is utilized to track the model's progress. By invoking `mlflow.start_run()`, a new MLflow run is initiated. The `model_params` are logged using `mlflow.log_params`, and MLflow autolog is enabled for Keras models through `mlflow.keras.autolog()`. After successful training, the models are stored in the model registry. The trained model is logged using `mlflow.keras.register_model`, with the specified `model_name` as the destination. - -The function returns the MLflow run ID and crucial information about the model, such as its name, version, and stage. - -#### Importing Dependencies {.unlisted .unnumbered} -This section imports the necessary dependencies for the code, including libraries for machine learning, data manipulation, and utility functions. - -\footnotesize -```python -# Imports necessary packages -import json -import os -from datetime import datetime -from enum import Enum -from typing import Tuple - -import mlflow -import mlflow.keras -import numpy as np -from keras import backend as K -from keras.callbacks import ReduceLROnPlateau -from sklearn.metrics import accuracy_score -from sklearn.model_selection import KFold - -# Import custom modules -from src.model.utils import Model_Class, get_model -from src.utils import AWSSession -``` -\normalsize - -#### Defining the *train_model* Function {.unlisted .unnumbered} -The actual code starts by defining the train_model function, which takes several parameters for training a machine learning model, logging the results to MLflow, and returning relevant information. The MLflow tracking URI is retrieved from the environment variable and sets it as the tracking URI for MLflow. - -\footnotesize -```python -def train_model( - mlflow_experiment_id: str, - model_class: Enum, - model_params: dict, - aws_bucket: str, - import_dict: dict = {}, -) -> Tuple[str, str, int, str]: - """ - Trains a machine learning model and logs the results to MLflow. - - Args: - mlflow_experiment_id (str): The ID of the MLflow experiment to log the results. - model_class (Enum): The class of the model to train. - model_params (dict): A dictionary containing the parameters for the model. - aws_bucket (str): The AWS S3 bucket name for data storage. - import_dict (dict, optional): A dictionary containing paths for importing data. Defaults to {}. - - Returns: - Tuple[str, str, int, str]: A tuple containing the run ID, model name, model version, and current stage. - - Raises: - None - """ - mlflow_tracking_uri = os.getenv("MLFLOW_TRACKING_URI") - mlflow.set_tracking_uri(mlflow_tracking_uri) -``` -\normalsize - -#### Loading Data {.unlisted .unnumbered} -This section handles the loading of data required for training the model. It retrieves the file paths for the training and testing data from the `import_dict` parameter and loads the corresponding NumPy arrays from an AWS S3 bucket using the `AWSSession` class. - -\footnotesize -```python - print("\n> Loading data...") - X_train_data_path = import_dict.get("X_train_data_path") - y_train_data_path = import_dict.get("y_train_data_path") - X_test_data_path = import_dict.get("X_test_data_path") - y_test_data_path = import_dict.get("y_test_data_path") - - # Instantiate aws session based on AWS Access Key - # AWS Access Key is fetched within AWS Session by os.getenv - aws_session = AWSSession() - aws_session.set_sessions() - - # Read NumPy Arrays from S3 - X_train = aws_session.download_npy_from_s3(s3_bucket=aws_bucket, file_key=X_train_data_path) - y_train = aws_session.download_npy_from_s3(s3_bucket=aws_bucket, file_key=y_train_data_path) - X_test = aws_session.download_npy_from_s3(s3_bucket=aws_bucket, file_key=X_test_data_path) - y_test = aws_session.download_npy_from_s3(s3_bucket=aws_bucket, file_key=y_test_data_path) -``` -\normalsize - -#### Training the Model {.unlisted .unnumbered} -After the data is loaded, the training process for the machine learning model is started. It begins by printing the model class and generating a timestamp for the run name. Then, it starts an MLflow run with the specified experiment ID and run name. The model parameters are logged using MLflow's log_params function. Additionally, a callback for reducing the learning rate during training is configured using the ReduceLROnPlateau class from Keras. - -The model training handles two different scenarios based on the selected `model_class`. If it is set to cross-validation (`Model_Class.CrossVal`), the model is trained using cross-validation. Otherwise, it is trained using the specified model class. - -\footnotesize -```python - print("\n> Training model...") - print(model_class) - timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") - with mlflow.start_run(experiment_id=mlflow_experiment_id, run_name=f"{timestamp}-{model_class}") as run: - mlflow.log_params(model_params) - learning_rate_reduction = ReduceLROnPlateau(monitor="accuracy", patience=5, verbose=1, factor=0.5, min_lr=1e-7) - - # If CrossVal is selected, train BasicNet as Cross-Validated Model - if model_class == Model_Class.CrossVal.value: - kfold = KFold(n_splits=3, shuffle=True, random_state=11) - cvscores = [] - for train, test in kfold.split(X_train, y_train): - model = get_model(Model_Class.Basic.value, model_params) - - # Train Model - model.fit( - X_train[train], - y_train[train], - epochs=model_params.get("epochs"), - batch_size=model_params.get("batch_size"), - verbose=model_params.get("verbose"), - ) - scores = model.evaluate(X_train[test], y_train[test], verbose=0) - print("%s: %.2f%%" % (model.metrics_names[1], scores[1] * 100)) - cvscores.append(scores[1] * 100) - K.clear_session() - else: - model = get_model(model_class, model_params) - mlflow.keras.autolog() - - # Train Model - model.fit( - X_train, - y_train, - validation_split=model_params.get("validation_split"), - epochs=model_params.get("epochs"), - batch_size=model_params.get("batch_size"), - verbose=model_params.get("verbose"), - callbacks=[learning_rate_reduction], - ) - mlflow.keras.autolog(disable=True) -``` -\normalsize - -#### Testing and Evaluating the Model {.unlisted .unnumbered} -After the model training, the trained model is tested on the test data and its prediction accuracy evaluated. The accuracy score is calculated using the `accuracy_score` function from scikit-learn and logged as a metric using MLflow. Afterward, the trained and evaluated model is registered with MLflow using the `register_model` function. The resulting model name, version, and stage are obtained to finally return them in the functions `return` statement. - -\footnotesize -```python - run_id = run.info.run_id - model_uri = f"runs:/{run_id}/{model_class}" - - # Testing model on test data to evaluate - print("\n> Testing model...") - y_pred = model.predict(X_test) - prediction_accuracy = accuracy_score(np.argmax(y_test, axis=1), np.argmax(y_pred, axis=1)) - mlflow.log_metric("prediction_accuracy", prediction_accuracy) - print(f"Prediction Accuracy: {prediction_accuracy}") - - print("\n> Register model...") - mv = mlflow.register_model(model_uri, model_class) - - # Return run ID, model name, model version, and current stage of the model - return run_id, mv.name, mv.version, mv.current_stage -``` -\normalsize \ No newline at end of file diff --git a/manuscript/09.3.1-Deployment-Usage_Training-Model-Pipeline_Preprocessing.Rmd b/manuscript/09.3.1-Deployment-Usage_Training-Model-Pipeline_Preprocessing.Rmd new file mode 100644 index 0000000..eb33e15 --- /dev/null +++ b/manuscript/09.3.1-Deployment-Usage_Training-Model-Pipeline_Preprocessing.Rmd @@ -0,0 +1,215 @@ +### Data Preprocessing + +The data processing stage involves three primary processes. First, the raw data is loaded from an S3 Bucket. Second, the data is preprocessed and converted into the required format. Finally, the preprocessed data is stored in a way that allows it to be utilized by subsequent models. The data processing functionality is implemented within the given `data_preprocessing` function. The `utils` module, imported at the beginning, provides the functionality to access, load, and store data from S3. The data is normalized and transformed into a NumPy array to make it compatible with TensorFlow Keras models. The function returns the names and paths of the preprocessed and uploaded data, making it convenient for selecting them for future model training. Moreover, the data preprocessing stage establishes a connection with MLflow to record the sizes of the datasets. + +At the beginning of each pipeline step are the import statements for various Python modules and libraries used in the code. They will not be mentioned within the description, but you can look them up in the [provided code](https://github.com/seblum/mlops-airflow-DAGs/blob/main/cnn_skin_cancer/src/preprocessing.py). + +The code starts with the function definition `data_preprocessing`. The function takes several input parameters and returns a tuple with paths to the preprocessed data stored as NumPy arrays. The function is equipped with a `@timeit` decorator, which serves to measure the execution time of the preprocessing operation. + +\footnotesize +```python +@timeit +def data_preprocessing( + mlflow_experiment_id: str, + aws_bucket: str, + path_preprocessed: str = "preprocessed", +) -> Tuple[str, str, str, str]: + """Preprocesses data for further use within model training. Raw data is read from given S3 Bucket, normalized, and stored ad a NumPy Array within S3 again. Output directory is on "/preprocessed". The shape of the data set is logged to MLflow. + + Args: + mlflow_experiment_id (str): Experiment ID of the MLflow run to log data + aws_bucket (str): S3 Bucket to read raw data from and write preprocessed data + path_preprocessed (str, optional): Subdirectory to store the preprocessed data on the provided S3 Bucket. Defaults to "preprocessed". + + Returns: + Tuple[str, str, str, str]: Four strings denoting the path of the preprocessed data stored as NumPy Arrays: X_train_data_path, y_train_data_path, X_test_data_path, y_test_data_path + """ +``` +\normalsize + +It continues by retrieving the MLflow tracking URI from an environment variable and setting it as the tracking URI for MLflow. +An AWS session is set up based on AWS Access Key and AWS Secret Access Key, which is similarly provided using environment variables. The `AWSSession` Object is a custom class to handle the interaction with S3 buckets. +Afterward. the paths within an S3 bucket for different data folders are defined, including training and testing data for benign and malignant cases. + +\footnotesize +```python +mlflow_tracking_uri = os.getenv("MLFLOW_TRACKING_URI") +mlflow.set_tracking_uri(mlflow_tracking_uri) + +# Instantiate aws session based on AWS Access Key +# AWS Access Key is fetched within AWS Session by os.getenv +aws_session = AWSSession() +aws_session.set_sessions() + +# Set paths within s3 +path_raw_data = f"s3://{aws_bucket}/data/" + +folder_benign_train = f"{path_raw_data}train/benign" +folder_malignant_train = f"{path_raw_data}train/malignant" + +folder_benign_test = f"{path_raw_data}test/benign" +folder_malignant_test = f"{path_raw_data}test/malignant" +``` +\normalsize + +The code proceeds by defining three hidden functions that play a crucial role in the preprocessing of the data: + +**Image Loading and Conversion**: A function named `_load_and_convert_images` designed to handle the loading and conversion of images retrieved from an S3 bucket folder into a NumPy array. It utilizes the `aws_session` to access and process these images. + +**Creating Labels**: The following function, `_create_label`, serves the purpose of generating a label array suitable for a given dataset. This function is responsible for preparing labels essential for classification tasks. The inner function, `create_label`, undertakes the task of constructing a label array that corresponds to a specific dataset, thus facilitating classification operations. + +**Merging Data**: Lastly, the function `_merge_data` is introduced to combine two datasets into a unified dataset. This inner function, `_merge_data_`, plays the role of merging two distinct datasets into a single, consolidated dataset. It effectively combines data originating from diverse sources, allowing for a comprehensive dataset. + +\footnotesize +```python + @timeit + def _load_and_convert_images(folder_path: str) -> np.array: + """ + Loads and converts images from an S3 bucket folder into a NumPy array. + + Args: + folder_path (str): The path to the S3 bucket folder. + + Returns: + np.array: The NumPy array containing the converted images. + + Raises: + None + """ + ims = [ + aws_session.read_image_from_s3(s3_bucket=aws_bucket, imname=filename) + for filename in tqdm(aws_session.list_files_in_bucket(folder_path)) + ] + return np.array(ims, dtype="uint8") + + def _create_label(x_dataset: np.array) -> np.array: + """ + Creates label array for the given dataset. + + Args: + x_dataset (np.array): The dataset for which labels are to be created. + + Returns: + np.array: The label array. + + Raises: + None + """ + return np.zeros(x_dataset.shape[0]) + + def _merge_data(set_one: np.array, set_two: np.array) -> np.array: + """ + Merges two datasets into a single dataset. + + Args: + set_one (np.array): The first dataset. + set_two (np.array): The second dataset. + + Returns: + np.array: The merged dataset. + + Raises: + None + """ + return np.concatenate((set_one, set_two), axis=0) + +``` +\normalsize + +The code continues further with the actual data preprocessing steps, including calling the previously stated hidden functions and loading images, creating labels, merging data, and performing data normalization and augmentation. An MLflow run is created for this step to log parameters such as the training and testing size of the data. + +\footnotesize +```python + # Start a MLflow run to log the size of the data + timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") + with mlflow.start_run(experiment_id=mlflow_experiment_id, run_name=f"{timestamp}_Preprocessing") as run: + print("\n> Loading images from S3...") + # Load in training pictures + X_benign = _load_and_convert_images(folder_benign_train) + X_malignant = _load_and_convert_images(folder_malignant_train) + + # Load in testing pictures + X_benign_test = _load_and_convert_images(folder_benign_test) + X_malignant_test = _load_and_convert_images(folder_malignant_test) + + # Log train-test size in MLflow + print("\n> Log data parameters") + mlflow.log_param("train_size_benign", X_benign.shape[0]) + mlflow.log_param("train_size_malignant", X_malignant.shape[0]) + mlflow.log_param("test_size_benign", X_benign_test.shape[0]) + mlflow.log_param("test_size_malignant", X_malignant_test.shape[0]) + + print("\n> Preprocessing...") + # Create labels + y_benign = _create_label(X_benign) + y_malignant = _create_label(X_malignant) + + y_benign_test = _create_label(X_benign_test) + y_malignant_test = _create_label(X_malignant_test) + + # Merge data + y_train = _merge_data(y_benign, y_malignant) + y_test = _merge_data(y_benign_test, y_malignant_test) + + X_train = _merge_data(X_benign, X_malignant) + X_test = _merge_data(X_benign_test, X_malignant_test) + + # Shuffle data + X_train, y_train = shuffle(X_train, y_train) + X_test, y_test = shuffle(X_test, y_test) + + y_train = to_categorical(y_train, num_classes=2) + y_test = to_categorical(y_test, num_classes=2) + + # With data augmentation to prevent overfitting + X_train = X_train / 255.0 + X_test = X_test / 255.0 + +``` +\normalsize + +Once the data has been normalized and converted into a NumPy array, it is then transferred to an S3 bucket with the assistance of the `aws_session`. The function returns the names and paths of the preprocessed data that has been uploaded. This information is made available for use in subsequent functions. + +\footnotesize +```python + print("\n> Upload numpy arrays to S3...") + aws_session.upload_npy_to_s3( + data=X_train, + s3_bucket=aws_bucket, + file_key=f"{path_preprocessed}/X_train.pkl", + ) + aws_session.upload_npy_to_s3( + data=y_train, + s3_bucket=aws_bucket, + file_key=f"{path_preprocessed}/y_train.pkl", + ) + aws_session.upload_npy_to_s3( + data=X_test, + s3_bucket=aws_bucket, + file_key=f"{path_preprocessed}/X_test.pkl", + ) + aws_session.upload_npy_to_s3( + data=y_test, + s3_bucket=aws_bucket, + file_key=f"{path_preprocessed}/y_test.pkl", + ) + + X_train_data_path = f"{path_preprocessed}/X_train.pkl" + y_train_data_path = f"{path_preprocessed}/y_train.pkl" + X_test_data_path = f"{path_preprocessed}/X_test.pkl" + y_test_data_path = f"{path_preprocessed}/y_test.pkl" + + return X_train_data_path, y_train_data_path, X_test_data_path, y_test_data_path + +``` +\normalsize + + + + + + + + + + diff --git a/manuscript/09.3.2-Deployment-Usage_Training-Model-Pipeline_Model_Training.Rmd b/manuscript/09.3.2-Deployment-Usage_Training-Model-Pipeline_Model_Training.Rmd new file mode 100644 index 0000000..130011a --- /dev/null +++ b/manuscript/09.3.2-Deployment-Usage_Training-Model-Pipeline_Model_Training.Rmd @@ -0,0 +1,143 @@ +### Model Training + +The training step is designed to accommodate different models based on the selected model. The custom `model.utils` package, imported at the beginning, enables the selection and retrieval of models. The chosen model can be specified by passing its name to the `get_model` function, which then returns the corresponding model. These models are implemented using TensorFlow Keras and their code is stored in the `/model` directory. The model is trained using the `model_params` parameters provided to the training function, which include all the necessary hyperparameters. The training and evaluation are conducted using the preprocessed data from the previous step, which is downloaded from S3 at the beginning. Depending on the selected model, a KFold cross-validation is performed to improve the model's fit. + +MLflow is utilized to track the model's progress. By invoking `mlflow.start_run()`, a new MLflow run is initiated. The `model_params` are logged using `mlflow.log_params`, and MLflow autolog is enabled for Keras models through `mlflow.keras.autolog()`. After successful training, the models are stored in the model registry. The trained model is logged using `mlflow.keras.register_model`, with the specified `model_name` as the destination. + +The Function Definition `train_model` takes several input parameters, including `mlflow_experiment_id`, `model_class`, `model_params`, `aws_bucket`, and an optional `import_dict` for importing data. It returns a tuple containing information about the run and model. The code of the functions starts by setting the tracking URI for MLflow. + +\footnotesize +```python +def train_model( + mlflow_experiment_id: str, + model_class: Enum, + model_params: dict, + aws_bucket: str, + import_dict: dict = {}, +) -> Tuple[str, str, int, str]: + """ + Trains a machine learning model and logs the results to MLflow. + + Args: + mlflow_experiment_id (str): The ID of the MLflow experiment to log the results. + model_class (Enum): The class of the model to train. + model_params (dict): A dictionary containing the parameters for the model. + aws_bucket (str): The AWS S3 bucket name for data storage. + import_dict (dict, optional): A dictionary containing paths for importing data. Defaults to {}. + + Returns: + Tuple[str, str, int, str]: A tuple containing the run ID, model name, model version, and current stage. + + Raises: + None + """ + mlflow_tracking_uri = os.getenv("MLFLOW_TRACKING_URI") + mlflow.set_tracking_uri(mlflow_tracking_uri) +``` +\normalsize + +Afterward, the data required for training and testing the model is loaded from AWS S3 buckets. It fetches file paths from the `import_dict` dictionary, and instantiates an `AWSSession`. It uses the `AWSSession` class to download NumPy arrays from the specified S3 bucket. + +\footnotesize +```python + + print("\n> Loading data...") + X_train_data_path = import_dict.get("X_train_data_path") + y_train_data_path = import_dict.get("y_train_data_path") + X_test_data_path = import_dict.get("X_test_data_path") + y_test_data_path = import_dict.get("y_test_data_path") + + # Instantiate aws session based on AWS Access Key + # AWS Access Key is fetched within AWS Session by os.getenv + aws_session = AWSSession() + aws_session.set_sessions() + + # Read NumPy Arrays from S3 + X_train = aws_session.download_npy_from_s3(s3_bucket=aws_bucket, file_key=X_train_data_path) + y_train = aws_session.download_npy_from_s3(s3_bucket=aws_bucket, file_key=y_train_data_path) + X_test = aws_session.download_npy_from_s3(s3_bucket=aws_bucket, file_key=X_test_data_path) + y_test = aws_session.download_npy_from_s3(s3_bucket=aws_bucket, file_key=y_test_data_path) + +``` +\normalsize + +The training of the machine learning model is contingent upon the chosen model class. If the `model_class` is set to `Model_Class.CrossVal`, the training process involves k-fold cross-validation using the BasicNet as the model. Conversely, if the `model_class` is anything other than `Model_Class.CrossVal`, the model undergoes training without cross-validation, following the specifications associated with the provided class and parameters. + +The selection of the model is based on the `model_class` Enum, which could be either `Model_Class.CrossVal` or `Model_Class.ResNet50`. During the training process, the `mlflow.autolog` functionality is employed, allowing for the automatic logging of all essential run parameters. This feature can be enabled or disabled as needed to facilitate model training and parameter logging. + +\footnotesize +```python +print("\n> Training model...") +print(model_class) +timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") +with mlflow.start_run(experiment_id=mlflow_experiment_id, run_name=f"{timestamp}-{model_class}") as run: + mlflow.log_params(model_params) + learning_rate_reduction = ReduceLROnPlateau(monitor="accuracy", patience=5, verbose=1, factor=0.5, min_lr=1e-7) + + # If CrossVal is selected, train BasicNet as Cross-Validated Model + if model_class == Model_Class.CrossVal.value: + kfold = KFold(n_splits=3, shuffle=True, random_state=11) + cvscores = [] + for train, test in kfold.split(X_train, y_train): + model = get_model(Model_Class.Basic.value, model_params) + # Train Model + model.fit( + X_train[train], + y_train[train], + epochs=model_params.get("epochs"), + batch_size=model_params.get("batch_size"), + verbose=model_params.get("verbose"), + ) + scores = model.evaluate(X_train[test], y_train[test], verbose=0) + print("%s: %.2f%%" % (model.metrics_names[1], scores[1] * 100)) + cvscores.append(scores[1] * 100) + K.clear_session() + # TODO: not very safe, create if-else on other Enums + else: + model = get_model(model_class, model_params) + mlflow.keras.autolog() + # Train Model + model.fit( + X_train, + y_train, + validation_split=model_params.get("validation_split"), + epochs=model_params.get("epochs"), + batch_size=model_params.get("batch_size"), + verbose=model_params.get("verbose"), + callbacks=[learning_rate_reduction], + ) + mlflow.keras.autolog(disable=True) + + run_id = run.info.run_id + model_uri = f"runs:/{run_id}/{model_class}" +``` +\normalsize + +After model training, the trained model is tested on a separate test dataset and log the prediction accuracy as a metric in MLflow. The model is then registered with MLflow and necessary metadata about the registered model are stored in the variable `mv`. + +\footnotesize +```python +# Testing model on test data to evaluate +print("\n> Testing model...") +y_pred = model.predict(X_test) +prediction_accuracy = accuracy_score(np.argmax(y_test, axis=1), np.argmax(y_pred, axis=1)) +mlflow.log_metric("prediction_accuracy", prediction_accuracy) +print(f"Prediction Accuracy: {prediction_accuracy}") +print("\n> Register model...") +mv = mlflow.register_model(model_uri, model_class) +``` +\normalsize + +Finally, the function returns a tuple containing the run ID and crucial information about the model, such as its name, version, and stage. + +\footnotesize +```python +return run_id, mv.name, mv.version, mv.current_stage +``` +\normalsize + + + + + + diff --git a/manuscript/09.3.3-Deployment-Usage_Training-Model-Pipeline_Model_Comparison.Rmd b/manuscript/09.3.3-Deployment-Usage_Training-Model-Pipeline_Model_Comparison.Rmd new file mode 100644 index 0000000..b3ed2ad --- /dev/null +++ b/manuscript/09.3.3-Deployment-Usage_Training-Model-Pipeline_Model_Comparison.Rmd @@ -0,0 +1,63 @@ +### Model Comparison + +The `compare_models` function is responsible for model comparison within MLflow. It evaluates MLflow models by considering a specified metric and promotes the best-performing model to the `"Staging"` stage within the MLflow Registry. This function accepts two arguments: `input_dict`, which is a dictionary containing model names and run IDs, and an optional `metric` parameter (defaulting to `"prediction_accuracy"`) used for conducting the comparison. + +\footnotesize +```python +def compare_models(input_dict: dict, metric: str = "prediction_accuracy") -> Tuple[str, str, int]: + """ + Compares a given set of MLflow models based on their logged metric. The model with the best metric will be + transferred to a "Staging" stage within the MLflow Registry. + + Args: + input_dict (dict): A dictionary containing the names and run IDs of the MLflow models to compare. + metric (str, optional): The metric to compare the models. Defaults to "prediction_accuracy". + + Returns: + Tuple[str, str, int]: A tuple containing the name of the best performing model, its MLflow URI, + and the version of the model. + + Raises: + None + """ + mlflow_tracking_uri = os.getenv("MLFLOW_TRACKING_URI") + mlflow.set_tracking_uri(mlflow_tracking_uri) +``` +\normalsize + +Once the MLflow tracking URI is configured to align with the "MLFLOW_TRACKING_URI" environment variable, an MLflow client is established. This client is integral to a process known as the Model Comparison Loop. In this loop, models listed in the `input_dict` dictionary are individually processed. The loop retrieves their respective metrics and aggregates this data within the `all_results` dictionary, facilitating direct model comparisons. + +\footnotesize +```python + client = mlflow.MlflowClient(tracking_uri=mlflow_tracking_uri) + + all_results = {} + for key, value in input_dict.items(): + # extract params/metrics data for run `test_run_id` in a single dict + model_results_data_dict = client.get_run(value).data.to_dictionary() + # get params and metrics for this run (test_run_id) + model_results_accuracy = model_results_data_dict["metrics"][metric] + all_results[key] = model_results_accuracy + + # Get model with maximum accuracy + serving_model_name = max(all_results, key=all_results.get) + serving_model_version = client.get_latest_versions(name=serving_model_name, stages=["None"])[0].version + print(f"acc_dict: {all_results}") + print(f"acc_dict_model: {serving_model_name}") + print(f"latest_model_version: {serving_model_version}") + +``` +\normalsize + +Subsequently, the model with the highest accuracy, as determined from the gathered metrics, is singled out for special attention. This exceptional model is then moved to the `"Staging"` stage within the MLflow Registry, indicating its preparedness for subsequent evaluation and deployment. As a result, a tuple is returned, containing the name of the top-performing model, its corresponding MLflow URI, and the model's version information. + +\footnotesize +```python + # Transition model to stage "Staging" + model_stage = "Staging" + client.transition_model_version_stage(name=serving_model_name, version=serving_model_version, stage=model_stage) + serving_model_uri = f"models:/{serving_model_name}/{model_stage}" + + return serving_model_name, serving_model_uri, serving_model_version +``` +\normalsize diff --git a/manuscript/09.3.4-Deployment-Usage_Training-Model-Pipeline_Model_Serving.Rmd b/manuscript/09.3.4-Deployment-Usage_Training-Model-Pipeline_Model_Serving.Rmd new file mode 100644 index 0000000..e400cef --- /dev/null +++ b/manuscript/09.3.4-Deployment-Usage_Training-Model-Pipeline_Model_Serving.Rmd @@ -0,0 +1,160 @@ +### Model Deployment & Serving +This code serves a specific purpose: to simplify the deployment of MLflow models to AWS SageMaker. It achieves this by meticulously configuring and overseeing the deployment process through a combination of environment variables and utility functions. By making use of MLflow's SageMaker integration, this code automates the deployment of a pre-trained TensorFlow model from the MLflow registry to a SageMaker instance. + +The primary responsibility for deploying an MLflow model to an AWS SageMaker endpoint lies with the `deploy_model_to_sagemaker` function. To kickstart the deployment process, various AWS and MLflow-related environment variables, essential for the deployment, are initially fetched. + +\footnotesize +```python +def deploy_model_to_sagemaker( + mlflow_model_name: str, + mlflow_model_uri: str, + mlflow_experiment_name: str, + mlflow_model_version: int, + sagemaker_endpoint_name: str, + sagemaker_instance_type: str, +) -> bool: + """ + Deploy a machine learning model to AWS SageMaker from MLflow. + + This function deploys an MLflow model to an AWS SageMaker endpoint using the specified configuration. + + Args: + mlflow_model_name (str): The name of the MLflow model to deploy. + mlflow_model_uri (str): The URI of the MLflow model from the registry. + mlflow_experiment_name (str): The name of the MLflow experiment containing the model. + mlflow_model_version (int): The version of the MLflow model to deploy. + sagemaker_endpoint_name (str): The desired name for the SageMaker endpoint. + sagemaker_instance_type (str): The SageMaker instance type for deployment. + + Returns: + bool: True if the task was completed successfully, otherwise False. + """ + # Retrieve AWS and MLflow environment variables + AWS_ID = os.getenv("AWS_ID") + AWS_REGION = os.getenv("AWS_REGION") + AWS_ACCESS_ROLE_NAME_SAGEMAKER = os.getenv("AWS_ROLE_NAME_SAGEMAKER") + ECR_REPOSITORY_NAME = os.getenv("ECR_REPOSITORY_NAME") + ECR_SAGEMAKER_IMAGE_TAG = os.getenv("ECR_SAGEMAKER_IMAGE_TAG") + MLFLOW_TRACKING_URI = os.getenv("MLFLOW_TRACKING_URI") + + # Set the MLflow tracking URI + mlflow.set_tracking_uri(MLFLOW_TRACKING_URI) +``` +\normalsize + +Within this main deployment function, there are three utility functions that have been defined: + +- `_build_image_url`: This function constructs the ECR image URL required for SageMaker. +- `_build_execution_role_arn`: It is responsible for generating the SageMaker execution role ARN. +- `_get_mlflow_parameters`: This utility function retrieves crucial MLflow model parameters, including the model URI and source code. + +\footnotesize +```python + def _build_image_url( + aws_id: str, + aws_region: str, + ecr_repository_name: str, + ecr_sagemaker_image_tag: str, + ) -> str: + """ + Build the ECR image URL for SageMaker. + + Args: + aws_id (str): AWS account ID. + aws_region (str): AWS region. + ecr_repository_name (str): Name of the ECR repository. + ecr_sagemaker_image_tag (str): Tag for the ECR image. + + Returns: + str: The ECR image URL for SageMaker. + """ + image_url = f"{aws_id}.dkr.ecr.{aws_region}.amazonaws.com/{ecr_repository_name}:{ecr_sagemaker_image_tag}" + return image_url + + def _build_execution_role_arn(aws_id: str, access_role_name: str) -> str: + """ + Build the SageMaker execution role ARN. + + Args: + aws_id (str): AWS account ID. + access_role_name (str): SageMaker execution role name. + + Returns: + str: The SageMaker execution role ARN. + """ + execution_role_arn = f"arn:aws:iam::{aws_id}:role/{access_role_name}" + return execution_role_arn + + def _get_mlflow_parameters(experiment_name: str, model_name: str, model_version: int) -> (str, str, str): + """ + Retrieve MLflow model parameters. + + Args: + experiment_name (str): Name of the MLflow experiment. + model_name (str): Name of the MLflow model. + model_version (int): Version of the MLflow model. + + Returns: + Tuple[str, str]: The model URI and source. + """ + client = mlflow.MlflowClient() + model_version_details = client.get_model_version( + name=model_name, + version=model_version, + ) + + # This is for local + # experiment_id = dict(mlflow.get_experiment_by_name(experiment_name))["experiment_id"] + # run_id = model_version_details.run_id + # model_uri = f"mlruns/{experiment_id}/{run_id}/artifacts/{model_name}" + model_source = model_version_details.source + model_source_adapted = f"{model_source.removesuffix(model_name)}model" + + return model_source, model_source_adapted +``` +\normalsize + +Following their definition, these utility functions are invoked sequentially. Initially, the ECR image URL for SageMaker and the SageMaker execution role ARN are constructed using `_build_image_url` and `_build_execution_role_arn`. Subsequently, `_get_mlflow_parameters` is called to retrieve pertinent MLflow model parameters, encompassing the model source and any adaptations made to the source code. + +\footnotesize +```python + image_url = _build_image_url( + aws_id=AWS_ID, + aws_region=AWS_REGION, + ecr_repository_name=ECR_REPOSITORY_NAME, + ecr_sagemaker_image_tag=ECR_SAGEMAKER_IMAGE_TAG, + ) + execution_role_arn = _build_execution_role_arn(aws_id=AWS_ID, access_role_name=AWS_ACCESS_ROLE_NAME_SAGEMAKER) + model_source, model_source_adapted = _get_mlflow_parameters( + experiment_name=mlflow_experiment_name, + model_name=mlflow_model_name, + model_version=mlflow_model_version, + ) + + print(f"model_source: {model_source}") + print(f"mlflow_model_uri: {mlflow_model_uri}") + print(f"model_source_adapted: {model_source_adapted}") +``` +\normalsize + +Each of these preceding steps is considered a prerequisite to the actual deployment of the model to SageMaker. + +The MLflow model deployment to an AWS SageMaker endpoint is executed via MLflow's SageMaker integration. This is accomplished by invoking `mlflow.sagemaker._deploy` with all the previously accumulated information. Given that the setup of the SageMaker instance and environment can be time-consuming, a suitable timeout is established. Ultimately, the function returns `True` upon successful completion of the deployment task; otherwise, it returns `False`. + +\footnotesize +```python + mlflow.sagemaker._deploy( + mode="create", + app_name=sagemaker_endpoint_name, + model_uri=model_source_adapted, + image_url=image_url, + execution_role_arn=execution_role_arn, + instance_type=sagemaker_instance_type, + instance_count=1, + region_name=AWS_REGION, + timeout_seconds=2400, + ) + + return True +``` +\normalsize diff --git a/manuscript/09.4-Deployment-Usage_Model-Inferencing.Rmd b/manuscript/09.4-Deployment-Usage_Model-Inferencing.Rmd new file mode 100644 index 0000000..a0642a3 --- /dev/null +++ b/manuscript/09.4-Deployment-Usage_Model-Inferencing.Rmd @@ -0,0 +1,268 @@ +## Model Inferencing + +For testing model inference, there is a separate Airflow DAG tailored specifically for conducting inference tests on a CNN SageMaker deployment. This DAG is responsible for various tasks, including verifying the status of the SageMaker endpoint, handling multiple sample images for inference, and retrieving predictions from the endpoint. The configuration of this DAG includes essential metadata and execution parameters. + +### Pipeline Workflow + +Similar to the `cnn_skin_cancer_workflow` DAG, this code commences by importing the necessary modules and libraries required for the Airflow DAG. Furthermore, it configures specific parameters, including the `skin_cancer_container_image`, which represents the container image used for Kubernetes pods, and the `SECRET_AWS_REGION`, a secret housing AWS region information, later passed to the container as an environment variable. + +\footnotesize +```python +import pendulum +from airflow.decorators import dag, task +from airflow.kubernetes.secret import Secret +from airflow.models import Variable + +# SET PARAMETERS +skin_cancer_container_image = "seblum/cnn-skin-cancer-model:latest" # base image for k8s pods + +SECRET_AWS_REGION = Secret( + deploy_type="env", deploy_target="AWS_REGION", secret="airflow-aws-account-information", key="AWS_REGION" +) + +``` +\normalsize + +The Airflow DAG itself, named `cnn_skin_cancer_sagemaker_inference_test`, is then defined, complete with its metadata, scheduling details, and associated tasks. Within this DAG definition, there exists an inference task known as `inference_call_op`, which is established using the `@task.kubernetes` decorator. This task is responsible for conducting inference on a SageMaker endpoint, processing multiple images. It is configured with the previously defined secret and container image. + +\footnotesize +```python +@dag( + dag_id="cnn_skin_cancer_sagemaker_test_inference", + default_args={ + "owner": "seblum", + "depends_on_past": False, + "start_date": pendulum.datetime(2021, 1, 1, tz="Europe/Amsterdam"), + "tags": ["Inference test on CNN sagemaker deployment"], + }, + schedule_interval=None, + max_active_runs=1, +) +def cnn_skin_cancer_sagemaker_inference_test(): + """ + Apache Airflow DAG for testing inference on a CNN SageMaker deployment. + """ + @task.kubernetes( + image=skin_cancer_container_image, + task_id="inference_call_op", + namespace="airflow", + in_cluster=True, + get_logs=True, + startup_timeout_seconds=300, + service_account_name="airflow-sa", + secrets=[ + SECRET_AWS_REGION, + ], + ) + def inference_call_op(): + """ + Perform inference on a SageMaker endpoint with multiple images. + """ + import json + + from src.inference_to_sagemaker import ( + endpoint_status, + get_image_directory, + preprocess_image, + query_endpoint, + read_imagefile, + ) +``` +\normalsize + +Inside the `inference_call_op` task, a sequence of actions takes place, encompassing SageMaker endpoint status verification, image data preparation, image preprocessing, and the actual inference process. Since the Airflow workflow comprises only a single step, the function is called directly following its definition. Subsequently, the DAG is executed by invoking the `cnn_skin_cancer_sagemaker_inference_test()` function. + +\footnotesize +```python + + sagemaker_endpoint_name = "test-cnn-skin-cancer" + + image_directoy = get_image_directory() + print(f"Image directory: {image_directoy}") + filenames = ["1.jpg", "10.jpg", "1003.jpg", "1005.jpg", "1007.jpg"] + + for file in filenames: + filepath = f"{image_directoy}/{file}" + print(f"[+] New Inference") + print(f"[+] FilePath is {filepath}") + + # Check endpoint status + print("[+] Endpoint Status") + print(f"Application status is {endpoint_status(sagemaker_endpoint_name)}") + + image = read_imagefile(filepath) + + print("[+] Preprocess Data") + np_image = preprocess_image(image) + + # Add instances fiels so np_image can be inferenced by MLflow model + payload = json.dumps({"instances": np_image.tolist()}) + + print("[+] Prediction") + predictions = query_endpoint(app_name=sagemaker_endpoint_name, data=payload) + print(f"Received response for {file}: {predictions}") + + inference_call_op() + +cnn_skin_cancer_sagemaker_inference_test() +``` +\normalsize + + +### Inference Workflow Code + +Collectively, these functions provide comprehensive support for testing and interacting with an Amazon SageMaker endpoint. Their functionality encompasses tasks such as image data preparation and processing, endpoint status verification, and querying the endpoint to obtain predictions or responses. + +##### `get_image_directory` Function +This function is responsible for retrieving the absolute file path for the 'inference_test_images' directory, relative to the current script's location. + +\footnotesize +```python +def get_image_directory() -> str: + """ + Get the file path for the 'inference_test_images' directory relative to the current script's location. + + Returns: + str: The absolute file path to the 'inference_test_images' directory. + """ + path = f"{Path(__file__).parent.parent}/inference_test_images" + return path + +``` +\normalsize + +##### `read_imagefile` Function +The `read_imagefile` function is designed to read an image file, which can be either from a file path or binary data, and return it as a PIL `JpegImageFile` object. + +\footnotesize +```python +def read_imagefile(data: str) -> JpegImageFile: + """ + Reads an image file and returns it as a PIL JpegImageFile object. + + Args: + data (str): The file path or binary data representing the image. + + Returns: + PIL.JpegImagePlugin.JpegImageFile: A PIL JpegImageFile object representing the image. + + Example: + # Read an image file from a file path + image_path = "example.jpg" + image = read_imagefile(image_path) + + # Read an image file from binary data + with open("example.jpg", "rb") as file: + binary_data = file.read() + image = read_imagefile(binary_data) + """ + image = Image.open(data) + return image + +``` +\normalsize + +##### `preprocess_image` Function +The `preprocess_image` function plays a crucial role in preprocessing a JPEG image for deep learning models. It performs several operations, including converting the image to a NumPy array, scaling its values to fall within the 0 to 1 range, and reshaping it to match the expected input shape for the model. + +\footnotesize +```python +def preprocess_image(image: JpegImageFile) -> np.array: + """ + Preprocesses a JPEG image for deep learning models. + + Args: + image (PIL.JpegImagePlugin.JpegImageFile): A PIL image object in JPEG format. + + Returns: + np.ndarray: A NumPy array representing the preprocessed image. + The image is converted to a NumPy array with data type 'uint8', + scaled to values between 0 and 1, and reshaped to (1, 224, 224, 3). + + Example: + # Load an image using PIL + image = Image.open("example.jpg") + + # Preprocess the image + preprocessed_image = preprocess_image(image) + """ + np_image = np.array(image, dtype="uint8") + np_image = np_image / 255.0 + np_image = np_image.reshape(1, 224, 224, 3) + return np_image + +``` +\normalsize + +##### `endpoint_status` Function +The `endpoint_status` function is responsible for checking the status of an Amazon SageMaker endpoint. It takes the `app_name` as input, which presumably represents the name or identifier of the endpoint. + +\footnotesize +```python +def endpoint_status(app_name: str) -> str: + """ + Checks the status of an Amazon SageMaker endpoint. + + Args: + app_name (str): The name of the SageMaker endpoint to check. + + Returns: + str: The current status of the SageMaker endpoint. + + Example: + # Check the status of a SageMaker endpoint + endpoint_name = "my-endpoint" + status = endpoint_status(endpoint_name) + print(f"Endpoint status: {status}") + """ + AWS_REGION = os.getenv("AWS_REGION") + sage_client = boto3.client("sagemaker", region_name=AWS_REGION) + endpoint_description = sage_client.describe_endpoint(EndpointName=app_name) + endpoint_status = endpoint_description["EndpointStatus"] + return endpoint_status + +``` +\normalsize + +##### `query_endpoint` Function +The `query_endpoint` function is responsible for querying an Amazon SageMaker endpoint using input data provided in JSON format. It then retrieves predictions or responses from the endpoint based on the provided input. + +\footnotesize +```python +def query_endpoint(app_name: str, data: str) -> json: + """ + Queries an Amazon SageMaker endpoint with input data and retrieves predictions. + + Args: + app_name (str): The name of the SageMaker endpoint to query. + data (str): Input data in JSON format to send to the endpoint. + + Returns: + dict: The prediction or response obtained from the SageMaker endpoint. + + Example: + # Query a SageMaker endpoint with JSON data + endpoint_name = "my-endpoint" + input_data = '{"feature1": 0.5, "feature2": 1.2}' + prediction = query_endpoint(endpoint_name, input_data) + print(f"Endpoint prediction: {prediction}") + """ + AWS_REGION = os.getenv("AWS_REGION") + client = boto3.session.Session().client("sagemaker-runtime", AWS_REGION) + response = client.invoke_endpoint( + EndpointName=app_name, + Body=data, + ContentType="application/json", + ) + + prediction = response["Body"].read().decode("ascii") + prediction = json.loads(prediction) + return prediction + +``` +\normalsize + + + + + diff --git a/manuscript/09.4-Deployment-Usage_Model-Serving.Rmd b/manuscript/09.4-Deployment-Usage_Model-Serving.Rmd deleted file mode 100644 index 9422308..0000000 --- a/manuscript/09.4-Deployment-Usage_Model-Serving.Rmd +++ /dev/null @@ -1,158 +0,0 @@ - -## Model Serving & Inferencing - -The process of serving and making inferences utilizes Docker containers and runs them within Kubernetes pods. - -The concept involves running a Docker container that serves the pre-trained TensorFlow model using FastAPI. This containerized model is responsible for providing predictions and responses to incoming requests. Additionally, a Streamlit app is used to interact with the served model, enabling users to make inferences by sending input data to the model and receiving the corresponding predictions. - - -### Model Serving - -Model Serving is done via Seldon. Explanation is TBD - - diff --git a/manuscript/09.5-Deployment-Usage_Model-Inferencing.Rmd b/manuscript/09.5-Deployment-Usage_Model-Inferencing.Rmd deleted file mode 100644 index 2c96283..0000000 --- a/manuscript/09.5-Deployment-Usage_Model-Inferencing.Rmd +++ /dev/null @@ -1,82 +0,0 @@ - -## Model Inferencing - -The process of serving and making inferences utilizes Docker containers and runs them within Kubernetes pods. - -The concept involves running a Docker container that serves the pre-trained TensorFlow model using FastAPI. This containerized model is responsible for providing predictions and responses to incoming requests. Additionally, a Streamlit app is used to interact with the served model, enabling users to make inferences by sending input data to the model and receiving the corresponding predictions. - -### Streamlit App - -The Streamlit app offers a simple interface for performing inferences on the served model. The user interface enables users to upload a `jpg` image. Upon clicking the `predict` button, the image is sent to the model serving app, where a prediction is made. The prediction results are then returned as a JSON file, which can be downloaded upon request. - -**Importing Dependencies** -This section imports the necessary dependencies for the code, including libraries for file handling, JSON processing, working with images, making HTTP requests, and creating the Streamlit application. - -```python -# Imports necessary packages -import io -import json -import os - -import pandas as pd -import requests -import streamlit as st -from PIL import Image - -``` - -#### Setting Up the Streamlit Application {.unlisted .unnumbered} -At first, the header and subheader for the Streamlit application are set. Afterward, the FastAPI serving IP and port are retrieved from environment variables. They constructs the FastAPI endpoint URL and are later used to send a POST request to. - -```python -st.header("MLOps Engineering Project") -st.subheader("Skin Cancer Detection") - -# FastAPI endpoint -FASTAPI_SERVING_IP = os.getenv("FASTAPI_SERVING_IP") -FASTAPI_SERVING_PORT = os.getenv("FASTAPI_SERVING_PORT") -FASTAPI_ENDPOINT = f"http://{FASTAPI_SERVING_IP}:{FASTAPI_SERVING_PORT}/predict" - -``` - -#### Uploading test image {.unlisted .unnumbered} -The `st.file_uploader` allows the user to upload a test image in JPG format using the Streamlit file uploader widget. The type of the uploaded file is limited to `.jpg`. If a test image has been uploaded, the image is processed by opening it with PIL and creating a file-like object. - - -```python -test_image = st.file_uploader("", type=["jpg"], accept_multiple_files=False) - -if test_image: - image = Image.open(test_image) - image_file = io.BytesIO(test_image.getvalue()) - files = {"file": image_file} - -``` - -#### Displaying the uploaded image and performing prediction {.unlisted .unnumbered} -A two-column layout in the Streamlit app is created That displays the uploaded image in the first column. In the second columns, a button for the user to start the prediction process is displayed. When the button is clicked, it sends a POST request to the FastAPI endpoint with the uploaded image file. The prediction results are displayed as JSON and can be downloaded as a JSON file. - -```python - col1, col2 = st.columns(2) - - with col1: - # Display the uploaded image in the first column - st.image(test_image, caption="", use_column_width="always") - - with col2: - if st.button("Start Prediction"): - with st.spinner("Prediction in Progress. Please Wait..."): - # Send a POST request to FastAPI for prediction - output = requests.post(FASTAPI_ENDPOINT, files=files, timeout=8000) - st.success("Success! Click the Download button below to retrieve prediction results (JSON format)") - # Display the prediction results in JSON format - st.json(output.json()) - # Add a download button to download the prediction results as a JSON file - st.download_button( - label="Download", - data=json.dumps(output.json()), - file_name="cnn_skin_cancer_prediction_results.json", - ) - -``` - diff --git a/manuscript/99-Contributing.Rmd b/manuscript/99-Contributing.Rmd new file mode 100644 index 0000000..0e9e247 --- /dev/null +++ b/manuscript/99-Contributing.Rmd @@ -0,0 +1,5 @@ +# Contributing {.unnumbered} + +Thank you for reading my book about MLOps Engineering. Please note that this book is an ongoing project, much like the evolution of software. It will undergo continuous refinement and thus improved over time and more chapters will be added. + +I want to emphasize that all the text and code for this book are openly accessible on [GitHub](https://github.com/seblum/mlops-engineering-book). If you come across any errors or find something lacking within the book's content you are welcome to propose corrections, report issues, or make suggestions by [opening an issue](https://github.com/seblum/mlops-engineering-book/issues). Your contributions and insights are highly welcomed. diff --git a/manuscript/99-Glossary.Rmd b/manuscript/99-Glossary.Rmd index 6e28647..34c3ea2 100644 --- a/manuscript/99-Glossary.Rmd +++ b/manuscript/99-Glossary.Rmd @@ -22,6 +22,12 @@ DevOps DVC : Data Version Control - A system for managing and versioning machine learning data, ensuring consistent and reproducible data sets for machine learning projects. +EC2 +: Elastic Compute Cloud - A web service that offers resizable compute capacity in the cloud, allowing users to run virtual machines (EC2 instances) for various computing tasks. + +EKS +: Elastic Kubernetes Service - A managed container orchestration service that simplifies the deployment, management, and scaling of containerized applications using Kubernetes. + ETL : Extract, Transform, Load - A process in data management that involves extracting data from various sources, transforming it into a usable format, and loading it into a destination system. @@ -31,17 +37,29 @@ GCP Git LFS : Git Large File Storage - An extension to Git that allows handling large files more efficiently, often used in software development to manage binary assets. -IaaC -: Infrastructure as Code - The practice of managing and provisioning data center infrastructure using code and automation, enabling efficient and consistent infrastructure management. +IAM +: Identity and Access Management - A service that allows organizations to manage access to their AWS resources securely by defining and controlling user permissions and policies. IDE : Integrated Development Environment - A software application that provides comprehensive tools and features for software development, including code editing, debugging, and version control. +JSON +: JavaScript Object Notation - A lightweight data interchange format that is human-readable and easy for machines to parse, commonly used for data exchange between systems. + MLOps : Machine Learning Operations - The combination of machine learning and DevOps practices, focusing on automating and managing the end-to-end machine learning lifecycle. ML : Machine Learning - A subset of artificial intelligence that involves algorithms and models enabling computers to learn patterns from data and make predictions or decisions. +RDS +: Relational Database Service - A managed database service that streamlines the setup, operation, and scaling of relational databases like MySQL, PostgreSQL, and others. + +S3 +: Simple Storage Service - An object storage service designed for storing and retrieving data, known for its scalability, durability, and security features. + +VPC +: Virtual Private Cloud - A virtual network service that enables users to create isolated and customizable network environments within their cloud infrastructure. + VM -: Virtual Machine - An emulation of a computer system that allows multiple operating systems to run on a single physical machine, providing isolation and flexibility for various tasks. +: Virtual Machine - An emulation of a computer system that allows multiple operating systems to run on a single physical machine, providing isolation and flexibility for various tasks. \ No newline at end of file diff --git a/manuscript/_bookdown.yml b/manuscript/_bookdown.yml index cd2c47a..8853c9b 100644 --- a/manuscript/_bookdown.yml +++ b/manuscript/_bookdown.yml @@ -14,6 +14,10 @@ rmd_files: # "01.4-Introduction-Ops_practices.Rmd", # "02-Overview_about_book_tutorials.Rmd", "02-Ops_Overview.Rmd", + "02.1-Ops_Overview-Containerization.Rmd", + "02.2-Ops_Overview-Version_Control.Rmd", + "02.3-Ops_Overview-Version_CI_CD.Rmd", + "02.4-Ops_Overview-IaaC.Rmd", "03-Airflow.Rmd", "03.1-Airflow-Core_Components.Rmd", "03.2-Airflow-Exemplary_ML_Workflow.Rmd", @@ -39,15 +43,30 @@ rmd_files: "08-Deployment-Infrastructure_Overview.Rmd", "08.1-Deployment_Infrastructure_Root.Rmd", "08.2-Deployment-Infrastructure_Essentials.Rmd", + "08.2.0-Deployment-Infrastructure_Essentials_VPC.Rmd", + "08.2.1-Deployment-Infrastructure_Essentials_EKS.Rmd", + "08.2.2-Deployment-Infrastructure_Essentials_Networking.Rmd", + "08.2.3-Deployment-Infrastructure_Essentials_RDS.Rmd", "08.3-Deployment-Infrastructure_Modules.Rmd", + "08.3.0-Deployment-Infrastructure_Modules_User_Profiles.Rmd", + "08.3.1-Deployment-Infrastructure_Modules_Airflow.Rmd", + "08.3.2-Deployment-Infrastructure_Modules_Mlflow.Rmd", + "08.3.3-Deployment-Infrastructure_Modules_Jupyterhub.Rmd", + "08.3.4-Deployment-Infrastructure_Modules_Monitoring.Rmd", + "08.3.5-Deployment-Infrastructure_Modules_Sagemaker.Rmd", + "08.3.6-Deployment-Infrastructure_Modules_Dashboard.Rmd", "08.4-Deployment-Infrastructure_Design_Decisions.Rmd", "09-Deployment-Usage_Overview.Rmd", "09.1-Deployment-Usage_IDE.Rmd", "09.2-Deployment-Usage_Pipeline-Workflow.Rmd", "09.3-Deployment-Usage_Training-Model-Pipeline.Rmd", - "09.4-Deployment-Usage_Model-Serving.Rmd", - "09.5-Deployment-Usage_Model-Inferencing.Rmd", + "09.3.1-Deployment-Usage_Training-Model-Pipeline_Preprocessing.Rmd", + "09.3.2-Deployment-Usage_Training-Model-Pipeline_Model_Training.Rmd", + "09.3.3-Deployment-Usage_Training-Model-Pipeline_Model_Comparison.Rmd", + "09.3.4-Deployment-Usage_Training-Model-Pipeline_Model_Serving.Rmd", + "09.4-Deployment-Usage_Model-Inferencing.Rmd", "99-Glossary.Rmd", + "99-Contributing.Rmd", "99-Acknowledgements.Rmd" ] diff --git a/manuscript/_main.log b/manuscript/_main.log index 1f16a28..3bd9199 100644 --- a/manuscript/_main.log +++ b/manuscript/_main.log @@ -1,37 +1,140 @@ -This is XeTeX, Version 3.141592653-2.6-0.999995 (TeX Live 2023) (preloaded format=xelatex 2023.8.3) 3 AUG 2023 20:15 +This is XeTeX, Version 3.141592653-2.6-0.999995 (TeX Live 2023) (preloaded format=xelatex 2023.8.3) 26 OCT 2023 16:48 entering extended mode - \write18 enabled. + restricted \write18 enabled. %&-line parsing enabled. **_main.tex (./_main.tex LaTeX2e <2022-11-01> patch level 1 L3 programming layer <2023-02-22> (/usr/local/texlive/2023/texmf-dist/tex/latex -/base/book.cls -Document Class: book 2022/07/02 v1.4n Standard LaTeX document class 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If you +(unicode-math) simply want ‘the default’ before loading +(unicode-math) supplementary fonts over the top for certain +(unicode-math) ranges, use: +(unicode-math) \setmathfont{latinmodern-math.otf} -Package fontspec Info: latinmodern-math scale = 1.000096459334209. +Package fontspec Info: latinmodern-math scale = 0.9989492232334825. -Package fontspec Info: latinmodern-math scale = 0.9999964596882403. +Package fontspec Info: latinmodern-math scale = 0.9989492232334825. -Package fontspec Info: latinmodern-math scale = 1.000096459334209. +Package fontspec Info: latinmodern-math scale = 0.9989492232334825. -Package fontspec Info: latinmodern-math scale = 0.9999964596882403. +Package fontspec Info: latinmodern-math scale = 0.9989492232334825. -Package fontspec Info: latinmodern-math scale = 1.000096459334209. +Package fontspec Info: latinmodern-math scale = 0.9989492232334825. -Package fontspec Info: latinmodern-math scale = 0.9999964596882403. - -Package fontspec Info: latinmodern-math scale = 1.000096459334209. - - -Package fontspec Info: Font family 'latinmodern-math.otf(2)' created for font +Package fontspec Info: Font family 'latinmodern-math.otf(1)' created for font (fontspec) 'latinmodern-math.otf' with options (fontspec) [Scale=MatchLowercase,BoldItalicFont={},ItalicFont={},Sm -allCapsFont={},Script=Math,SizeFeatures={{Size=8.5-},{Size=6-8.5,Font=latinmode -rn-math.otf,Style=MathScript},{Size=-6,Font=latinmodern-math.otf,Style=MathScri -ptScript}},BoldFont={latinmodern-math.otf},ScaleAgain=1.0001,FontAdjustment={\f -ontdimen -(fontspec) 8\font =6.77pt\relax \fontdimen 9\font =3.94pt\relax -(fontspec) \fontdimen 10\font =4.44pt\relax \fontdimen 11\font -(fontspec) =6.86pt\relax \fontdimen 12\font =3.45pt\relax -(fontspec) \fontdimen 13\font =3.63pt\relax \fontdimen 14\font -(fontspec) =3.63pt\relax \fontdimen 15\font =2.89pt\relax -(fontspec) \fontdimen 16\font =2.47pt\relax \fontdimen 17\font -(fontspec) =2.47pt\relax \fontdimen 18\font =2.5pt\relax -(fontspec) \fontdimen 19\font =2.0pt\relax \fontdimen 22\font -(fontspec) =2.5pt\relax \fontdimen 20\font =0pt\relax \fontdimen -(fontspec) 21\font =0pt\relax }]. +allCapsFont={},Script=Math,SizeFeatures={{Size=0-},{Size=0-0,Font=latinmodern-m +ath.otf,Style=MathScript},{Size=-0,Font=latinmodern-math.otf,Style=MathScriptSc +ript}},BoldFont={latinmodern-math.otf}]. 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Package microtype Info: Character protrusion enabled (level 2). Package microtype Info: Using protrusion set `basicmath'. Package microtype Info: No adjustment of tracking. @@ -927,6 +920,10 @@ Package microtype Info: No adjustment of kerning. File: mt-LatinModernRoman.cfg 2021/02/21 v1.1 microtype config. file: Latin Mod ern Roman (RS) ) +Package microtype Info: Loading generic protrusion settings for font family +(microtype) `lmr' (encoding: T1). +(microtype) For optimal results, create family-specific settings. +(microtype) See the microtype manual for details. *geometry* driver: auto-detecting *geometry* detected driver: xetex *geometry* verbose mode - [ preamble ] result: @@ -935,23 +932,23 @@ ern Roman (RS) * layout: * layoutoffset:(h,v)=(0.0pt,0.0pt) * modes: twoside -* h-part:(L,W,R)=(85.35826pt, 404.02898pt, 48.36967pt) -* v-part:(T,H,B)=(85.35826pt, 546.57747pt, 68.2866pt) -* \paperwidth=537.75691pt -* \paperheight=700.22234pt -* \textwidth=404.02898pt -* \textheight=546.57747pt +* h-part:(L,W,R)=(85.35826pt, 375.57622pt, 48.36967pt) +* v-part:(T,H,B)=(85.35826pt, 509.30443pt, 68.2866pt) +* \paperwidth=509.30415pt +* \paperheight=662.9493pt +* \textwidth=375.57622pt +* \textheight=509.30443pt * \oddsidemargin=13.08827pt * \evensidemargin=-23.90031pt -* \topmargin=-16.97922pt -* \headheight=12.0pt -* \headsep=18.06749pt -* \topskip=10.0pt -* \footskip=25.29494pt -* \marginparwidth=125.0pt -* \marginparsep=7.0pt +* \topmargin=-24.31174pt +* \headheight=17.0pt +* \headsep=20.40001pt +* \topskip=11.0pt +* \footskip=47.6pt +* \marginparwidth=89.62619pt +* \marginparsep=12.8401pt * \columnsep=10.0pt -* \skip\footins=9.0pt plus 4.0pt minus 2.0pt +* \skip\footins=10.0pt plus 4.0pt minus 2.0pt * \hoffset=0.0pt * \voffset=0.0pt * \mag=1000 @@ -961,38 +958,46 @@ ern Roman (RS) * \@reversemarginfalse * (1in=72.27pt=25.4mm, 1cm=28.453pt) -Package hyperref Info: Link coloring OFF on input line 183. -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(1)/m/n' will be -(Font) scaled to size 12.0pt on input line 185. -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(1)/m/n' will be -(Font) scaled to size 8.0pt on input line 185. -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(1)/m/n' will be -(Font) scaled to size 6.0pt on input line 185. -LaTeX Font Info: Trying to load font information for OML+lmm on input line 1 -85. +\c@lstlisting=\count343 +Package hyperref Info: Link coloring OFF on input line 228. +LaTeX Font Info: Trying to load font information for T1+lmss on input line 2 +30. +(/usr/local/texlive/2023/texmf-dist/tex/latex/lm/t1lmss.fd +File: t1lmss.fd 2015/05/01 v1.6.1 Font defs for Latin Modern +) +Package microtype Info: Loading generic protrusion settings for font family +(microtype) `lmss' (encoding: T1). +(microtype) For optimal results, create family-specific settings. +(microtype) See the microtype manual for details. +LaTeX Font Info: Trying to load font information for OML+lmm on input line 2 +30. (/usr/local/texlive/2023/texmf-dist/tex/latex/lm/omllmm.fd File: omllmm.fd 2015/05/01 v1.6.1 Font defs for Latin Modern ) -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(2)/m/n' will be -(Font) scaled to size 12.0011pt on input line 185. -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(2)/m/n' will be -(Font) scaled to size 8.00073pt on input line 185. -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(2)/m/n' will be -(Font) scaled to size 6.00055pt on input line 185. -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(3)/m/n' will be -(Font) scaled to size 11.99872pt on input line 185. -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(3)/m/n' will be -(Font) scaled to size 7.99915pt on input line 185. -LaTeX Font Info: Font shape `TU/latinmodern-math.otf(3)/m/n' will be -(Font) scaled to size 5.99936pt on input line 185. -LaTeX Font Info: Trying to load font information for U+msa on input line 185 +LaTeX Font Info: Trying to load font information for OMS+lmsy on input line +230. +(/usr/local/texlive/2023/texmf-dist/tex/latex/lm/omslmsy.fd +File: omslmsy.fd 2015/05/01 v1.6.1 Font defs for Latin Modern +) +LaTeX Font Info: Trying to load font information for OMX+lmex on input line +230. +(/usr/local/texlive/2023/texmf-dist/tex/latex/lm/omxlmex.fd +File: omxlmex.fd 2015/05/01 v1.6.1 Font defs for Latin Modern +) +LaTeX Font Info: External font `lmex10' loaded for size +(Font) <14.4> on input line 230. +LaTeX Font Info: External font `lmex10' loaded for size +(Font) <10> on input line 230. +LaTeX Font Info: External font `lmex10' loaded for size +(Font) <7> on input line 230. +LaTeX Font Info: Trying to load font information for U+msa on input line 230 . (/usr/local/texlive/2023/texmf-dist/tex/latex/amsfonts/umsa.fd File: umsa.fd 2013/01/14 v3.01 AMS symbols A ) (/usr/local/texlive/2023/texmf-dist/tex/latex/microtype/mt-msa.cfg File: mt-msa.cfg 2006/02/04 v1.1 microtype config. file: AMS symbols (a) (RS) ) -LaTeX Font Info: Trying to load font information for U+msb on input line 185 +LaTeX Font Info: Trying to load font information for U+msb on input line 230 . 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`T1/lmr/m/scsl' instead on input line 2679. + +[101] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2734. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2734. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2734. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2734. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2734. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2734. + +[102] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2744. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2744. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2744. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2744. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2744. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2744. + +[103] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2796. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2796. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2796. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2796. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2796. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2796. + +[104] +File: images/05-Kubernetes/services.png Graphic file (type bmp) + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2815. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2815. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2815. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2815. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2815. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2815. + +[105] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2839. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2839. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2839. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2839. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2839. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2839. + +[106] +Underfull \hbox (badness 2173) in paragraph at lines 2840--2841 +\T1/lmr/m/n/10.95 ing minikube, we can ac-cess the ser-vice by us-ing \T1/lmtt/ +m/n/10.95 minikube service + [] + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2855. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2855. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2855. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2855. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2855. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2855. + +[107] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + +[108] +Underfull \vbox (badness 10000) detected at line 2928 + [] + + +Underfull \vbox (badness 10000) detected at line 2928 + [] + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2928. + +[109] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2978. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2978. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2978. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2978. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2978. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2978. + +[110] +File: images/05-Kubernetes/service-discovery.png Graphic file (type bmp) + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2994. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2994. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2994. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2994. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2994. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 2994. + +[111] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3023. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3023. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3023. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3023. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3023. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3023. + +[112] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + +[113] +Underfull \vbox (badness 10000) detected at line 3102 + [] + + +Underfull \vbox (badness 10000) detected at line 3102 + [] + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3102. + + +LaTeX Font 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`T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3176. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3176. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3176. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3176. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3176. + +[116] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3209. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3209. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3209. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3209. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3209. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3209. + +[117] +File: images/05-Kubernetes/persistent-volume-subsystem.png Graphic file (type b +mp) + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3232. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3232. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3232. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3232. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3232. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3232. + +[118] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3338. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3338. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3338. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3338. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3338. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3338. + +[119] +Underfull \vbox (badness 10000) detected at line 3338 + [] + + +Underfull \vbox (badness 10000) detected at line 3338 + [] + + +LaTeX Font Warning: Font shape 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using `T1/lmr/m/scsl' instead on input line 3345. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3345. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3345. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3345. + +[121] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3401. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3401. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3401. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 3401. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on 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("2502) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no └ ("2514) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no └ ("2514) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no └ ("2514) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no └ ("2514) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no └ ("2514) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no └ ("2514) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5013. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5013. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5013. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5013. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5013. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5013. + +[175 -[60 ] -File: images/05-Kubernetes/k8s-cluster.png Graphic file (type bmp) - -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1771. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5042. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1771. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5042. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' 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line 1798. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5063. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1798. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5063. -[62] -File: images/05-Kubernetes/worker-node.png Graphic file (type bmp) - +[177] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1836. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5081. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1836. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5081. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1836. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5081. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1836. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5081. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1836. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5081. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1836. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5081. -[63] -File: images/05-Kubernetes/pod.png Graphic file (type bmp) - +[178] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using 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shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1860. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. + +[179] +Underfull \vbox (badness 10000) detected at line 5206 + [] -[64] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1918. +Underfull \vbox (badness 10000) detected at line 5206 + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1918. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1918. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1918. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1918. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1918. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -[65] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1962. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. +[180] +Underfull \vbox (badness 10000) detected at line 5206 + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1962. +Underfull \vbox (badness 10000) detected at line 5206 + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1962. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1962. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1962. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1962. -[66] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1999. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1999. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5206. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1999. +[181] +Underfull \vbox (badness 4403) has occurred while \output is active [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1999. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5219. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1999. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5219. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 1999. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5219. -[67] -Underfull \vbox (badness 7133) has occurred while \output is active [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5219. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2045. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5219. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2045. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5219. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2045. +[182] +Underfull \hbox (badness 2065) in paragraph at lines 5222--5223 +[]\T1/lmr/m/n/10.95 The VPC sub-nets are tagged with spe-cific meta-data rel-e- +vant to Ku- + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2045. +Underfull \hbox (badness 3250) in paragraph at lines 5222--5223 +\T1/lmr/m/n/10.95 ber-netes clus-ter man-age-ment. The pub-lic sub-nets are tag +ged with + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2045. +Underfull \hbox (badness 10000) in paragraph at lines 5222--5223 +\T1/lmtt/m/n/10.95 "kubernetes.io/cluster/${local.cluster_name}" \T1/lmr/m/n/10 +.95 set to \T1/lmtt/m/n/10.95 "shared" + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2045. +Underfull \hbox (badness 1412) in paragraph at lines 5224--5225 +\T1/lmr/m/n/10.95 worker nodes within the EKS clus-ter. Two of these se-cu-rity + groups, + [] -[68] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2103. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2103. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2103. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2103. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. -LaTeX Font Warning: Font 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`TU/lmr/m/scsl' instead on input line 2168. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2168. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2168. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2168. -[70] -Underfull \vbox (badness 2894) has occurred while \output is active [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2177. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5310. +[184] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2177. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5318. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2177. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5318. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2177. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5318. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2177. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5318. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2177. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5318. -[71] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2235. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5318. +[185] +Underfull \hbox (badness 3229) in paragraph at lines 5319--5320 +[]\T1/lmr/m/n/10.95 The EKS clus-ter it-self is com-posed of three man-aged nod +e groups: + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2235. +Underfull \hbox (badness 1275) in paragraph at lines 5319--5320 +\T1/lmtt/m/n/10.95 "group_t3_small"\T1/lmr/m/n/10.95 , \T1/lmtt/m/n/10.95 "grou +p_t3_medium"\T1/lmr/m/n/10.95 , and \T1/lmtt/m/n/10.95 "group_t3_large"\T1/lmr/ +m/n/10.95 . Each + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2235. +Underfull \hbox (badness 1436) in paragraph at lines 5319--5320 +\T1/lmr/m/n/10.95 node group uses a dif-fer-ent in-stance type (\T1/lmtt/m/n/10 +.95 t3.small\T1/lmr/m/n/10.95 , \T1/lmtt/m/n/10.95 t3.medium\T1/lmr/m/n/10.95 , + and + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2235. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5332. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2235. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5332. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2235. -[72] -File: images/05-Kubernetes/services.png Graphic 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instead on input line 2421. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5512. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2421. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5512. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2421. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5512. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2421. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5512. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2421. +LaTeX Font Warning: Font shape 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`TU/lmr/m/scsl' instead on input line 2549. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5591. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2549. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5591. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2549. -[80] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5591. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2592. +[193] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5695. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2592. +LaTeX Font 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line 2747. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5705. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2747. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5705. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2747. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5705. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 2747. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5705. -[83] -Underfull \vbox (badness 10000) detected at line 2747 + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5705. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 5705. + +[196] +Underfull \hbox (badness 3815) in paragraph at lines 5706--5707 +[]\T1/lmr/m/n/10.95 The EKS Clus-ter Au-toscaler it-self is in-stan-ti-ated us- +ing the cus-tom [] -Underfull \vbox (badness 10000) detected at line 2747 +Underfull \hbox (badness 1565) in paragraph at lines 5706--5707 +\T1/lmtt/m/n/10.95 "eks_autoscaler" \T1/lmr/m/n/10.95 mod-ule on the bot-tom of + the code snip-pet. 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undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3196. -[95] -Overfull \vbox (2.00043pt too high) detected at line 3299 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6084. +[208] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6133. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6133. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6133. -LaTeX Font Warning: Font shape 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instead on input line 6150. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6150. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6150. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6150. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6150. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +[210] +Overfull \hbox (22.33261pt too wide) in paragraph at lines 6170--6171 +[]\T1/lmr/m/n/10.95 In a par-al-lel fash-ion, an IAM pol-icy de-noted as \T1/lm +tt/m/n/10.95 "mlplatform-user-access-policy" + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3299. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6190. -[97] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3317. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6190. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3317. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6190. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3317. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6190. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3317. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6190. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3317. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6190. +[211] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3317. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6236. -[98] -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ├ (U+251C) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no └ (U+2514) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no └ (U+2514) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no └ (U+2514) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no └ (U+2514) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no └ (U+2514) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! -Missing character: There is no ─ (U+2500) in font [lmmono10-regular]:! - -Underfull \hbox (badness 2142) in paragraph at lines 3336--3337 -[]\TU/lmr/m/n/10 that provide all the common Kubernetes manifests (\TU/lmtt/m/n -/10 deployment.yaml\TU/lmr/m/n/10 , \TU/lmtt/m/n/10 hpa.yaml \TU/lmr/m/n/10 , - [] - - -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3367. - - -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3367. - - -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3367. - - -LaTeX 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using `TU/lmr/m/scsl' instead on input line 3412. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6236. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3412. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6236. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3412. +[212] +Overfull \hbox (243.61815pt too wide) in paragraph at lines 6276--6277 +[]\T1/lmr/m/n/10.95 Following this, an IAM role is gen-er-ated and as-signed th +e name \T1/lmtt/m/n/10.95 "mlplatform-access-${local.firstName}-${local.lastNam +e}"\T1/lmr/m/n/10.95 . + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3412. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6277. -[100] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3431. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6277. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3431. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6277. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3431. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6277. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3431. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6277. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3431. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6277. +[213] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3431. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6317. -[101 -] -File: images/06-Terraform/terraform-init.png Graphic file (type bmp) - -File: images/06-Terraform/terraform-validate.png Graphic file (type bmp) - +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6317. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3476. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6317. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3476. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6317. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3476. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6317. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3476. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6317. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3476. +[214] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6364. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3476. -[102] -File: images/06-Terraform/terraform-plan.png Graphic file (type bmp) - -File: images/06-Terraform/terraform-apply.png Graphic file (type bmp) - +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6364. -Underfull \vbox (badness 10000) has occurred while \output is active [] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6364. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6364. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6364. + + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6364. + +[215] + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6379. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3506. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6379. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3506. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6379. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3506. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6379. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3506. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6379. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3506. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6379. +[216] +Overfull \hbox (25.70937pt too wide) in paragraph at lines 6411--6412 +[]\T1/lmr/m/n/10.95 Subsequently, a cus-tomized Ter-raform mod-ule, de-noted as + \T1/lmtt/m/n/10.95 "iam-service-account," + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3506. -[103] -File: images/06-Terraform/terraform-destroy.png Graphic file (type bmp) - +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6424. -Underfull \vbox (badness 2538) has occurred while \output is active [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6424. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3528. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6424. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3528. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6424. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3528. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6424. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3528. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6424. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3528. +[217] +Overfull \hbox (17.25377pt too wide) in paragraph at lines 6428--6429 +[]\T1/lmr/m/n/10.95 Moreover, an ad-di-tional cus-tomized Ter-raform mod-ule, t +i-tled \T1/lmtt/m/n/10.95 "s3-data-storage," + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3528. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6508. -[104] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3567. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6508. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3567. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6508. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3567. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6508. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3567. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6508. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3567. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 6508. +[218] +Underfull \vbox (badness 10000) detected at line 6508 + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3567. -[105] -Overfull \vbox (1.9354pt too high) detected at line 3614 +Underfull \vbox (badness 10000) detected at line 6508 [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 3614. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on 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`TU/lmr/m/scsl' instead on input line 4164. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7127. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4164. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7127. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4164. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7127. -[125] -Overfull \hbox (12.82104pt too wide) in paragraph at lines 4178--4179 -\TU/lmr/m/n/10 ment. The public subnets are tagged with \TU/lmtt/m/n/10 "kubern -etes.io/cluster/${local.cluster_name}" - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7127. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4181. +[236] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7137. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4181. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7137. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4181. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7137. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4181. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7137. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4181. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7137. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4181. -[126] -Underfull \vbox (badness 10000) detected at line 4264 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7137. +[237] -Overfull \vbox (0.58252pt too high) detected at line 4264 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7153. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4264. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7153. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4264. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7153. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4264. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7153. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4264. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7153. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4264. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7153. +[238] +Underfull \hbox (badness 2828) in paragraph at lines 7185--7186 +[]\T1/lmr/m/n/10.95 In ad-di-tion to the Prometheus re-lease, an-other Helm re- +lease named + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4264. -[127] +Underfull \hbox (badness 2799) in paragraph at lines 7185--7186 +\T1/lmtt/m/n/10.95 "prometheus-operator-crds" \T1/lmr/m/n/10.95 is es-tab-lishe +d. This re-lease is fo-cused + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4270. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7191. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4270. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7191. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4270. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7191. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4270. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7191. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4270. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7191. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4270. -[128] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7191. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +[239] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7221. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7221. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7221. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7221. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7221. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. -[129] -Underfull \vbox (badness 10000) detected at line 4462 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7221. +[240] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -[130] -Underfull \vbox (badness 10000) detected at line 4462 +[241] +Underfull \vbox (badness 10000) detected at line 7340 [] -Overfull \vbox (0.65251pt too high) detected at line 4462 +Underfull \vbox (badness 10000) detected at line 7340 [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -[131] -Underfull \vbox (badness 10000) detected at line 4462 +[242] +Underfull \vbox (badness 10000) detected at line 7340 [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +Underfull \vbox (badness 10000) detected at line 7340 + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4462. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. -[132] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7340. +[243] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7375. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7375. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7375. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7375. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7375. -[133] -Underfull \vbox (badness 10000) detected at line 4527 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7375. -Underfull \vbox (badness 10000) detected at line 4527 - [] +[244] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7435. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7435. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7435. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7435. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7435. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7435. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4527. +[245] -[134] -Overfull \hbox (71.00304pt too wide) in paragraph at lines 4536--4537 -[]\TU/lmr/m/n/10 Finally, the code defines a Kubernetes StorageClass named \TU/ -lmtt/m/n/10 "efs" \TU/lmr/m/n/10 using the \TU/lmtt/m/n/10 "kubernetes_storage_ -class_v1" - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7440. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7440. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7440. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7440. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7440. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7440. +[246] +Underfull \vbox (badness 1173) has occurred while \output is active [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. -[135] -Underfull \vbox (badness 10000) detected at line 4637 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7480. -Underfull \vbox (badness 10000) detected at line 4637 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7480. + +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7480. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7480. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7480. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7480. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +[247] +Underfull \hbox (badness 3302) in paragraph at lines 7515--7516 +\T1/lmr/m/n/10.95 ca-pa-bil-i-ties, it is graced with the \T1/lmtt/m/n/10.95 "A +mazonSageMakerReadOnlyAccess" + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +Underfull \hbox (badness 5036) in paragraph at lines 7515--7516 +\T1/lmr/m/n/10.95 IAM pol-icy, grace-fully en-dow-ing it with read-only ac-cess + priv-i-leges + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4637. +Underfull \hbox (badness 1735) in paragraph at lines 7515--7516 +\T1/lmr/m/n/10.95 to Sage-Maker re-sources. Con-comi-tantly, an IAM user, chris +-tened as + [] -[136] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4645. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7516. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4645. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7516. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4645. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7516. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4645. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7516. -LaTeX Font 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ec-lmtt10! +Missing character: There is no └ ("2514) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no ─ ("2500) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! +Missing character: There is no │ ("2502) in font ec-lmtt10! + +Overfull \vbox (0.12589pt too high) detected at line 7684 + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4820. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7684. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4820. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7684. -[141] -Underfull \hbox (badness 2205) in paragraph at lines 4844--4845 -\TU/lmr/m/n/10 IAM role for the AWS Load Balancer Controller service account by - 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2189) in paragraph at lines 4998--4999 -[]\TU/lmr/m/n/10 The resource \TU/lmtt/m/n/10 aws_db_subnet_group \TU/lmr/m/n/1 -0 creates an RDS subnet group with the name - [] +[260] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7848. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4999. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7848. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4999. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7848. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 4999. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 7848. -LaTeX Font 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5051. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5051. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -[147] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5111. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5111. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5111. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined 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8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5148. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5148. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5148. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5148. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5148. +[264] +Underfull \vbox (badness 10000) detected at line 8091 + [] -[149] -Underfull \vbox (badness 10000) has occurred while \output is active [] +Underfull \vbox (badness 10000) detected at line 8091 + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5180. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5180. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5180. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5180. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5180. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5180. -[150] -Underfull \vbox (badness 7576) detected at line 5414 +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. + +[265] +Underfull \vbox (badness 10000) detected at line 8091 [] -Underfull \vbox (badness 5563) has occurred while \output is active [] +Underfull \vbox (badness 10000) detected at line 8091 + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -[151] -Underfull \vbox (badness 10000) detected at line 5414 +[266] +Underfull \vbox (badness 10000) detected at line 8091 [] -Overfull \vbox (0.64252pt too high) detected at line 5414 +Underfull \vbox (badness 10000) detected at line 8091 [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -[152] -Underfull \vbox (badness 10000) detected at line 5414 +[267] +Underfull \vbox (badness 10000) detected at line 8091 [] -Underfull \vbox (badness 10000) detected at line 5414 +Underfull \vbox (badness 10000) detected at line 8091 [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. - - -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -[153] -Underfull \vbox (badness 10000) detected at line 5414 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8091. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +[268] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8128. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8128. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8128. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8128. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8128. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. -[154] -Underfull \vbox (badness 10000) detected at line 5414 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8128. +[269] -Underfull \vbox (badness 10000) detected at line 5414 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8144. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8144. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8144. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8144. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8144. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8144. +[270] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5414. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8196. -[155] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5524. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8196. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5524. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8196. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5524. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8196. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5524. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8196. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5524. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8196. +[271] +Overfull \hbox (22.90901pt too wide) in paragraph at lines 8202--8203 +[]\T1/lmr/bx/n/10.95 Image Load-ing and Con-ver-sion\T1/lmr/m/n/10.95 : A func- +tion named \T1/lmtt/m/n/10.95 _load_and_convert_images + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5524. -[156] -Underfull \vbox (badness 10000) detected at line 5524 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8210. -Overfull \vbox (0.65251pt too high) detected at line 5524 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8210. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5524. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8210. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5524. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using 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undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5794. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8547. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5794. -[165] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8547. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5863. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8547. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5863. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8547. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5863. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8547. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5863. +[280] +Overfull \hbox (68.81656pt too wide) in paragraph at lines 8551--8552 +[]\T1/lmr/m/n/10.95 Once the MLflow track-ing URI is con-fig-ured to align with + the ``MLFLOW_TRACKING_URI'' + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5863. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8574. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5863. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8574. -[166] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5914. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8574. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5914. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8574. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5914. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8574. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5914. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8574. +[281] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5914. +LaTeX Font Warning: Font shape 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on input line 8641. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5959. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8641. +[282] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5959. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8652. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5959. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8652. -[168] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5995. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8652. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5995. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8652. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5995. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8652. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5995. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8652. +[283] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5995. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8723. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 5995. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8723. -[169] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6019. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8723. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6019. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8723. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6019. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8723. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6019. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8723. +[284] +Underfull \hbox (badness 3333) in paragraph at lines 8727--8728 +[]\T1/lmr/m/n/10.95 Following their def-i-ni-tion, these util-ity func-tions ar +e in-voked se-quen- + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6019. +Underfull \hbox (badness 1910) in paragraph at lines 8727--8728 +\T1/lmr/m/n/10.95 tially. Ini-tially, the ECR im-age URL for Sage-Maker and the + Sage- + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6019. -[170] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8750. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6052. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8750. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6052. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8750. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6052. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8750. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6052. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8750. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6052. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8750. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6052. +[285] -[171] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8776. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6121. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8776. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6121. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8776. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6121. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8776. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6121. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8776. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6121. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8776. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6121. +[286] +Underfull \hbox (badness 1648) in paragraph at lines 8788--8789 +\T1/lmr/m/n/10.95 Similar to the \T1/lmtt/m/n/10.95 cnn_skin_cancer_workflow \T +1/lmr/m/n/10.95 DAG, this code com-mences + [] -[172] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6175. +Underfull \hbox (badness 1043) in paragraph at lines 8788--8789 +\T1/lmr/m/n/10.95 by im-port-ing the nec-es-sary mod-ules and li-braries re-qui +red for the Air- + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6175. +Overfull \hbox (3.5796pt too wide) in paragraph at lines 8810--8811 +[]\T1/lmr/m/n/10.95 The Air-flow DAG it-self, named \T1/lmtt/m/n/10.95 cnn_skin +_cancer_sagemaker_inference_test\T1/lmr/m/n/10.95 , + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6175. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8811. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6175. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8811. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6175. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8811. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6175. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8811. -[173] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6214. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8811. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6214. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8811. +[287] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6214. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8857. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6214. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8857. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6214. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8857. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6214. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8857. -[174] -Overfull \vbox (1.87831pt too high) detected at line 6251 - [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8857. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6251. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8857. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6251. +[288] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8899. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6251. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8899. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6251. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8899. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6251. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8899. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6251. -[175] -Underfull \vbox (badness 10000) has occurred while \output is active [] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8899. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6292. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8899. +[289] +LaTeX Font Info: Font shape `T1/lmtt/bx/n' in size <10.95> not available +(Font) Font shape `T1/lmtt/b/n' tried instead on input line 8911. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6292. +Underfull \hbox (badness 6658) in paragraph at lines 8934--8935 +[] \T1/lmss/bx/n/10.95 9.4.2.0.2 \T1/lmtt/b/n/10.95 read_imagefile \T1/lmss/bx/ +n/10.95 Func-tion[][] \T1/lmr/m/n/10.95 The \T1/lmtt/m/n/10.95 read_imagefile \ +T1/lmr/m/n/10.95 func-tion is + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6292. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8938. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6292. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8938. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6292. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8938. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6292. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8938. -[176] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6365. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8938. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6365. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 8938. +[290] +Underfull \hbox (badness 3407) in paragraph at lines 8970--8971 +[] \T1/lmss/bx/n/10.95 9.4.2.0.3 \T1/lmtt/b/n/10.95 preprocess_image \T1/lmss/b +x/n/10.95 Func-tion[][] \T1/lmr/m/n/10.95 The \T1/lmtt/m/n/10.95 preprocess_ima +ge \T1/lmr/m/n/10.95 func-tion + [] -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6365. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9000. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6365. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9000. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6365. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9000. -LaTeX Font Warning: Font shape 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line 9131. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6636. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9131. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6636. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9131. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6636. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9131. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6636. +[297] [298 -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6636. +] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9139. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6636. -[184] +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9139. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6642. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9139. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6642. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9139. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6642. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9139. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6642. +LaTeX Font Warning: Font shape `T1/lmr/m/scit' undefined +(Font) using `T1/lmr/m/scsl' instead on input line 9139. -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6642. +[299] [300 -LaTeX Font Warning: Font shape `TU/lmr/m/scit' undefined -(Font) using `TU/lmr/m/scsl' instead on input line 6642. +] (./_main.ind) [301] (./_main.aux) -[185 +LaTeX Font Warning: Some font shapes were not available, defaults substituted. -] (./_main.aux) ) + ) Here is how much of TeX's memory you used: - 24190 strings out of 476683 - 502451 string characters out of 5804048 - 1878018 words of memory out of 5000000 - 43951 multiletter control sequences out of 15000+600000 - 518786 words of font info for 91 fonts, out of 8000000 for 9000 + 28898 strings out of 476683 + 598847 string characters out of 5804048 + 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rename to manuscript/files/03-Airflow/01_fundamentals-DAG.py diff --git a/manuscript/files/05-Airflow/02_fundamentals-operators_action.py b/manuscript/files/03-Airflow/02_fundamentals-operators_action.py similarity index 96% rename from manuscript/files/05-Airflow/02_fundamentals-operators_action.py rename to manuscript/files/03-Airflow/02_fundamentals-operators_action.py index 7e84d61..2e8219b 100644 --- a/manuscript/files/05-Airflow/02_fundamentals-operators_action.py +++ b/manuscript/files/03-Airflow/02_fundamentals-operators_action.py @@ -39,7 +39,7 @@ def sleep(length_of_time): # EmailOperator - +# This Operator has not been testet by seblum email_task = EmailOperator( task_id="email_sales_report", to="sales_manager@example.com", diff --git a/manuscript/files/05-Airflow/02_fundamentals-operators_sensor.py b/manuscript/files/03-Airflow/02_fundamentals-operators_sensor.py similarity index 100% rename from manuscript/files/05-Airflow/02_fundamentals-operators_sensor.py rename to manuscript/files/03-Airflow/02_fundamentals-operators_sensor.py diff --git a/manuscript/files/05-Airflow/02_fundamentals-operators_transfer.py b/manuscript/files/03-Airflow/02_fundamentals-operators_transfer.py similarity index 100% rename from manuscript/files/05-Airflow/02_fundamentals-operators_transfer.py rename to manuscript/files/03-Airflow/02_fundamentals-operators_transfer.py diff --git a/manuscript/files/05-Airflow/03_fundamentals-tasks.py b/manuscript/files/03-Airflow/03_fundamentals-tasks.py similarity index 100% rename from manuscript/files/05-Airflow/03_fundamentals-tasks.py rename to manuscript/files/03-Airflow/03_fundamentals-tasks.py diff --git a/manuscript/files/05-Airflow/04_fundamentals-scheduling.py b/manuscript/files/03-Airflow/04_fundamentals-scheduling.py similarity index 100% rename from manuscript/files/05-Airflow/04_fundamentals-scheduling.py rename to manuscript/files/03-Airflow/04_fundamentals-scheduling.py diff --git a/manuscript/files/05-Airflow/05_fundamentals-XCom.py b/manuscript/files/03-Airflow/05_fundamentals-XCom.py similarity index 100% rename from manuscript/files/05-Airflow/05_fundamentals-XCom.py rename to manuscript/files/03-Airflow/05_fundamentals-XCom.py diff --git a/manuscript/files/05-Airflow/06_fundamentals-Executor.py b/manuscript/files/03-Airflow/06_fundamentals-Executor.py similarity index 100% rename from manuscript/files/05-Airflow/06_fundamentals-Executor.py rename to manuscript/files/03-Airflow/06_fundamentals-Executor.py diff --git a/manuscript/files/05-Airflow/07_fundamentals-Taskflow.py b/manuscript/files/03-Airflow/07_fundamentals-Taskflow.py similarity index 100% rename from manuscript/files/05-Airflow/07_fundamentals-Taskflow.py rename to manuscript/files/03-Airflow/07_fundamentals-Taskflow.py diff --git a/manuscript/files/03-Airflow/08_exemlary-ML-Workflow/08_exemlary-ML-Workflow.py b/manuscript/files/03-Airflow/08_exemlary-ML-Workflow/08_exemlary-ML-Workflow.py new file mode 100644 index 0000000..d25eb25 --- /dev/null +++ b/manuscript/files/03-Airflow/08_exemlary-ML-Workflow/08_exemlary-ML-Workflow.py @@ -0,0 +1,148 @@ +import json +import pendulum +from airflow.decorators import dag, task +import numpy as np +from tensorflow import keras +from tensorflow.keras import layers +import os +from copy import deepcopy + + +@dag( + dag_id="tutorial_mnist_keras_taskflow_api", + schedule=None, + start_date=pendulum.datetime(2021, 1, 1, tz="UTC"), + catchup=False, + tags=["example", "mnist", "keras"], +) +def tutorial_mnist_keras_taskflow_api(): + """ + This Airflow DAG demonstrates a simple task flow for training and testing a Keras model on the MNIST dataset. + It consists of three tasks: preprocess_data, train_model, and test_model. + """ + + @task() + def preprocess_data(): + """ + Preprocesses the MNIST dataset, scaling it and saving the preprocessed data as NumPy arrays. + + Returns: + dict: A dictionary containing file paths to the preprocessed data arrays. + """ + dirname = f"{os.path.dirname(__file__)}/data/" + print("dirname: ", dirname) + + num_classes = 10 + path = f"{dirname}mnist.npz" + + (x_train, y_train), (x_test, y_test) = keras.datasets.mnist.load_data(path=path) + + # Scale images to the [0, 1] range + x_train = x_train.astype("float32") / 255 + x_test = x_test.astype("float32") / 255 + # Make sure images have shape (28, 28, 1) + x_train = np.expand_dims(x_train, -1) + x_test = np.expand_dims(x_test, -1) + print("x_train shape:", x_train.shape) + print(x_train.shape[0], "train samples") + print(x_test.shape[0], "test samples") + + # convert class vectors to binary class matrices + y_train = keras.utils.to_categorical(y_train, num_classes) + y_test = keras.utils.to_categorical(y_test, num_classes) + + y_train_path = f"{dirname}y_train.npy" + x_train_path = f"{dirname}x_train.npy" + y_test_path = f"{dirname}y_test.npy" + x_test_path = f"{dirname}x_test.npy" + + np.save(y_train_path, y_train) + np.save(x_train_path, x_train) + np.save(y_test_path, y_test) + np.save(x_test_path, x_test) + + data_paths_dict = { + "y_train_path": y_train_path, + "x_train_path": x_train_path, + "y_test_path": y_test_path, + "x_test_path": x_test_path, + } + return data_paths_dict + + @task(multiple_outputs=True) + def train_model(data_paths_dict: dict): + """ + Trains a Keras model on the preprocessed MNIST dataset. + + Args: + data_paths_dict (dict): A dictionary containing file paths to the preprocessed data arrays. + + Returns: + model_data_paths_dict: A dictionary containing file paths to the preprocessed data arrays and the model name after training. + """ + dirname = f"{os.path.dirname(__file__)}/data/" + print("dirname: ", dirname) + + ## Load preprocessed train data + y_train = np.load(data_paths_dict.get("y_train_path")) + x_train = np.load(data_paths_dict.get("x_train_path")) + + ## Build the model + input_shape = (28, 28, 1) + num_classes = 10 + model = keras.Sequential( + [ + keras.Input(shape=input_shape), + layers.Conv2D(32, kernel_size=(3, 3), activation="relu"), + layers.MaxPooling2D(pool_size=(2, 2)), + layers.Conv2D(64, kernel_size=(3, 3), activation="relu"), + layers.MaxPooling2D(pool_size=(2, 2)), + layers.Flatten(), + layers.Dropout(0.5), + layers.Dense(num_classes, activation="softmax"), + ] + ) + model.summary() + + ## Train the model + batch_size = 128 + epochs = 15 + + model.compile( + loss="categorical_crossentropy", optimizer="adam", metrics=["accuracy"] + ) + + model.fit( + x_train, y_train, batch_size=batch_size, epochs=epochs, validation_split=0.1 + ) + model_path = f"{dirname}model.keras" + model.save(model_path) + + model_data_paths_dict = deepcopy(data_paths_dict) + model_data_paths_dict["model_name"] = model_path + return model_data_paths_dict + + @task() + def test_model(model_data_paths_dict: str): + """ + Tests a trained Keras model on the test dataset and prints the test loss and accuracy. + + Args: + model_data_paths_dict: A dictionary containing file paths to the preprocessed data arrays and the model name after training. + """ + ## Load preprocessed test data + y_test = np.load(model_data_paths_dict.get("y_test_path")) + x_test = np.load(model_data_paths_dict.get("x_test_path")) + + model = keras.models.load_model(model_data_paths_dict.get("model_name")) + + score = model.evaluate(x_test, y_test, verbose=0) + print("Test loss:", score[0]) + print("Test accuracy:", score[1]) + + data_paths_dict = preprocess_data() + model_data_paths_dict = train_model(data_paths_dict) + test_model(model_data_paths_dict) + + +tutorial_mnist_keras_taskflow_api() diff --git a/manuscript/files/03-Airflow/08_exemlary-ML-Workflow/data/mnist.npz b/manuscript/files/03-Airflow/08_exemlary-ML-Workflow/data/mnist.npz new file mode 100644 index 0000000000000000000000000000000000000000..e7baa20481bd88df823aa35f8557385c5d971926 GIT binary patch literal 11490434 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