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| Kubernetes, commonly
                              stylized as K 8 S is an open-source
                              container-orchestration system for automating
                              computer application deployment, scaling, and
                              management. It was originally designed by Google
                              and is now maintained by the Cloud Native
                              Computing Foundation. It aims to provide a
                              "platform for automating deployment, scaling, and
                              operations of application containers across
                              clusters of hosts". It works with a range of
                              container tools and runs containers in a cluster,
                              often with images built using Docker. Kubernetes
                              originally interfaced with the Docker runtime
                              through a "Dockershim". however, the shim has
                              since been deprecated in favor of directly
                              interfacing with the container through containerd,
                              or replacing Docker with a runtime that is
                              compliant with the Container Runtime Interface
                              (CRI) introduced by Kubernetes in 2016. There are many cloud services offer a Kubernetes-based platform or infrastructure as a service (PaaS or IaaS) and you as a developer or administrator deploy Kubernetes. There are many cloud providers of software company provide their own Kubernetes distributions. In recent years Kubernetes became powerful technology became popular. Kubernetes is used as the base for the way you manage software deployments. Kubernetes has API-driven architecture sooner or later your organization would start adopting it, if they have not done yet. | 
| Answer: Kubernetes
                              progressively rolls out changes to your
                              application or its configuration, while monitoring
                              application health to ensure it doesn't kill all
                              your instances at the same time. If something goes
                              wrong, Kubernetes will rollback the change for
                              you. Take advantage of a growing ecosystem of
                              deployment solutions. | 
| Answer: No
                              need to modify your application to use an
                              unfamiliar service discovery mechanism. Kubernetes
                              gives Pods their own IP addresses and a single DNS
                              name for a set of Pods, and can load-balance
                              across them. | 
| Answer: Automatically
                              mount the storage system of your choice, whether
                              from local storage, a public cloud provider such
                              as GCP or AWS, or a network storage system such as
                              NFS, iSCSI, Gluster, Ceph, Cinder, or Flocker. | 
| Answer: Deploy
                              and update secrets and application configuration
                              without rebuilding your image and without exposing
                              secrets in your stack configuration. | 
| Answer: Automatically
                              places containers based on their resource
                              requirements and other constraints, while not
                              sacrificing availability. Mix critical and
                              best-effort workloads in order to drive up
                              utilization and save even more resources. | 
| Answer: In
                              addition to services, Kubernetes can manage your
                              batch and CI workloads, replacing containers that
                              fail, if desired. | 
| Answer: Allocation
                              of IPv4 and IPv6 addresses to Pods and Services | 
| Answer: Scale
                              your application up and down with a simple
                              command, with a UI, or automatically based on CPU
                              usage. | 
| Answer: Restarts
                              containers that fail, replaces and reschedules
                              containers when nodes die, kills containers that
                              don't respond to your user-defined health check,
                              and doesn't advertise them to clients until they
                              are ready to serve. | 
| Answer: Add
                              features to your Kubernetes cluster without
                              changing upstream source code. | 
| The defining and using of functions – their rationale, purpose, conventions, and traps; the concept of passing arguments in different ways and setting their default values, along with the mechanisms of returning the function’s results; name scope issues; new data aggregates: tuples and dictionaries, and their role in data processing. | 
|  | 
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| Python Interview Questions and Answer | 
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| Answer: PCEP
                            certification is organized by the Python Institute. | 
| Answer: Monolithic
                            application are those one which runs in a single
                            process (e.g. in single JVM app) or small number of
                            processes spread across the few servers. At the end
                            of every release cycle, developers package up the
                            whole system and hand it over to the ops team and
                            they deploys and monitors it. And in case of any
                            hardware failure, the ops team migrates it to the
                            remaining healthy servers. | 
| Answer:Kubernetes
                            is to simplify the following tasks 
 | 
| Answer: 
                            Kubernetes is an open source orchestrator for
                            deploying containerized applications. It provides
                            the software which are required to successfully
                            build and deploy reliable, scalable distributed
                            systems. You can also sometime refer it as a
                            Kubernetes API. | 
| Answer: In
                            Software world you were initially working with the
                            Mutable software. Means you download the new
                            component of a software and install it on existing
                            software and that is known as mutable software
                            infrastructure. However, in case of immutable
                            infrastructure you download new image of a container
                            and replace the existing container with the newly
                            downloaded container. And there would not be any
                            incremental changes. | 
| Answer: When you create a new image rather than upgrading the existing image it gives you an advantage that old image still available and you can quickly rollback if it is required. If you upgrade your existing binary then to rollback you have to remove newly installed binary from the existing one. | 
| Answer:
                            In a very simple term I can say that it represent
                            how declarative way you can create any required
                            infrastructure and commit all these declaration
                            files in the source control system like defining a
                            template to create new infrastructure and whenever
                            you want to create new infrastructure specially in
                            the cloud env, checkout the template and use it
                            create the env. You can maintain all version of
                            templates and any time if it is required rollback,
                            use the previous version of the templates and
                            rollback the system. | 
| Answer:
                            Imaging you need 5 containers and one of the
                            developers manually start the sixth container then
                            Kubernetes will check and make sure one container is
                            destroyed. Because it needs only 5 containers.
                            Similarly, if one container is destroyed then
                            Kubernetes would make sure, it starts a new
                            container. | 
| Answer: Following are the common abstractions we can found in Kubernetes. 
 | 
| Answer: Almost
                            every public cloud provider (Azure, AWS, Google
                            cloud etc.) are providing managed
                            Kubernetes-as-a-service solution. However, cloud
                            provider operator has their own limitation for using
                            this Kubernetes clusters. Like any new feature of
                            Kubernetes may not be available immediately on KaaS,
                            as they have to maintain cluster for multiple
                            clients and it can create issue for having new
                            features as soon as it is available, they want to
                            test before providing on KaaS. | 
| Answer:You
                            have to make sure your Kubernetes
                            applications/containers are not depending on any of
                            the cloud specific services like in DB AWS DynamoDB.
                            Keep it completely independent from cloud provider
                            specific services. | 
| Answer: Yes,
                            Kubernetes is a platform for creating, deploying,
                            and managing distributed applications. However, it
                            also solves many other problems like Shared Library
                            Dependencies. You no more need to have shared
                            library which your application requires different
                            version and other application on same machine
                            require another version. You can ship the library
                            version which you want with your application as part
                            of container and no need to share with other
                            application on same machine. | 
| Answer:
                            Docker and Podman I know as of now. | 
| Answer: Registry
                            is the place where once your image is built or image
                            building file e.g Dockerfile, you can keep it and
                            you can share with others as well. And whenever and
                            whoever required these images can pull it back and
                            use it. And also helps you to manage and deploy
                            private-images as well. And you can also use
                            image-builder services to provide integration with
                            continuous delivery system. | 
| Answer: Container
                            image is a bundle which include your program, and
                            its dependencies into a single artifact under root
                            file system. This also include some metadata which
                            is used by a container runtime to start a running
                            application instance based on the contents of the
                            container image. | 
| Answer:
                            As of this writing Docker image was most popular but
                            RedHat 8.0 onwards they want to reduce the Docker
                            monopoly and stopped supporting Docker and
                            supporting PodMan as a new image format. | 
| Answer:A
                            container image is a binary package that
                            encapsulates all of the files necessary to run a
                            program inside of an OS container. You can create a
                            new container image or download one from the
                            container registry. Once you have the container
                            image you can run it to produce a running
                            application inside OS container. | 
| Answer:
                            You can use “docker” command to create Docker image.
                            This command can help you in packaging,
                            distributing, and running containers. | 
| Answer:Docker
                            image is made up of a series of filesystem layers.
                            Each layer adds, removes, or modifies files from the
                            preceding layer in the filesystem. | 
| Answer: If
                            you see Docker image it is not a single file but
                            rather a specification for a manifest file which
                            points to the other files. And both manifest and
                            associated files are considered as a single unit.
                            And this particular Docker image is created by a
                            series of filesystem layers, and each layer inherits
                            and modifies the layers before this. | 
| Answer:  Lets
                            Assume you have a Base Container classed ContainerA,
                            which just have base operating system like CentOS.
                            Now you have two applications one runs on Java7 and
                            Other on Java8 runtime env. You would fork the
                            ContainerA and create two separate container one for
                            Java7 and another for Java8 support. Like ContainerB
                            built upon ContainerA by installing Java7 and
                            ContainerC is build upon ContainerA by installing
                            Java8 on it. Now you need to install Oracle12C as
                            well which require Java8. Hence, you would fork
                            ContainerC and create new ContainerD on which you
                            can install Oracle 12C. ContainerA (Base OS CentOS) 
 
 | 
| Answer: Container
                            configuration files are always available with the
                            container and they provides instructions on how to
                            setup the container environment and execute the
                            application entry point. Which has information like 
 | 
| Answer:
                            For Python developers, it turns out that there are
                            several certifications available. So, let’s take a
                            look at what’s out there to help decide if Python
                            certification could be good for your career. The Most Popular (and Only) Python Certifications The Python Institute is a training organization focused on sharpening the Python developer’s skill set. As such, they offer several certifications to demonstrate proficiency at different levels. PCEP – Certified Entry-Level Python Programmer As the name implies, the PCEP is the starting point to Python certification for newbies, previous programming experience optional. By the time you’re ready to test for the PCEP, you should have gained your footing in procedural programming concepts, as well as learned some Python specifics such as the language syntax and runtime environment. Python Programming language is becoming the most demanding and useful computer programming language due to its simplicity and understanding features. If we compare Python with other languages, python is more easily understandable and readable language. Python language has many vast applications in almost every technology sector like Data Science, Web Development, Gaming, Image processing, Data Analysing, Artificial Intelligence, etc. | 
| Answer:
                            Containers fall into two categories as below 
 | 
| Answer:You
                            can assume System Containers are somewhat similar to
                            virtual machines and often run a full boot process.
                            And often includes the system services like ssh,
                            cron, syslog etc. However, it is avoided to create
                            system containers now a days. | 
| Answer:
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