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DevOps Interview Questions

โ„น๏ธ ย This repository contains interview questions on various DevOps related topics

๐Ÿ“Š ย There are currently 338 questions

โš ๏ธ ย You don't need to know how to answer all the questions in this repo. DevOps is not about knowing all :)

๐Ÿ“„ ย Different interviewers focus on different things. Some will focus on your resume while others might focus on scenario questions or specific technical questions. In this repository I tried to cover different types of questions for you to practice and test your knowledge

๐Ÿ“ ย You can add more questions & answers by submitting pull requests :)


DevOps
DevOps

Beginner ๐Ÿ‘ถ
Advanced โญ
Jenkins
Jenkins

Beginner ๐Ÿ‘ถ
Advanced โญ
AWS
AWS

Beginner ๐Ÿ‘ถ
Network
Network

Beginner ๐Ÿ‘ถ
Advanced โญ
Linux
Linux

Beginner ๐Ÿ‘ถ
Advanced โญ
Ansible
Ansible

Beginner ๐Ÿ‘ถ
Advanced โญ
Terraform
Terraform

Beginner ๐Ÿ‘ถ
Advanced โญ
Docker
Docker

Beginner ๐Ÿ‘ถ
kubernetes
Kubernetes

Beginner ๐Ÿ‘ถ
Python
Python

Beginner ๐Ÿ‘ถ
Advanced โญ
Prometheus
Prometheus

Beginner ๐Ÿ‘ถ
Git
Git

Beginner ๐Ÿ‘ถ
Advanced โญ
Go
Go

Beginner ๐Ÿ‘ถ
Mongo
Mongo

Beginner ๐Ÿ‘ถ
OpenShift
OpenShift

Beginner ๐Ÿ‘ถ
Bash
Shell Scripting

Beginner ๐Ÿ‘ถ
Advanced โญ
sql
SQL

Beginner ๐Ÿ‘ถ
Advanced โญ
azure
Azure

Beginner ๐Ÿ‘ถ
openstack
OpenStack

Beginner ๐Ÿ‘ถ
security
Security

Beginner ๐Ÿ‘ถ

DevOps

๐Ÿ‘ถ Beginner

What is DevOps? What DevOps helps us to achieve?
What is Continuous Integration?

A development practice where developers integrate code into a shared repository frequently. It can range from a couple of changes every day or a week to a couple of changes in one hour in larger scales.

Each piece of code (change/patch) is verified, to make the change is safe to merge. Today, it's a common practice to test the change using an automated build that makes sure the code can integrated. It can be one build which runs several tests in different levels (unit, functional, etc.) or several separate builds that all or some has to pass in order for the change to be merged into the repository.

What is Continuous Deployment?
What is Continuous Delivery?
What do you consider as best practices for CI/CD?
What are the anti-patterns of DevOps?
What systems and/or tools are you using for the following?:
  • CI/CD
  • Provisioning infrastructure
  • Configuration Management
  • Monitoring & alerting
  • Logging
  • Code review
  • Code coverage
  • Tests

  • CI/CD - Jenkins, Circle CI, Travis
  • Provisioning infrastructure - Terraform, CloudFormation
  • Configuration Management - Ansible, Puppet, Chef
  • Monitoring & alerting - Prometheus, Nagios
  • Logging - Logstash, Graylog, Fluentd
  • Code review - Gerrit, Review Board
  • Code coverage - Cobertura, Clover, JaCoCo
  • Tests - Robot, Serenity, Gauge
  • What are you taking into consideration when choosing a tool/technology?

    You may use one or all of the following:

    • mature vs. cutting edge
    • community size
    • architecture aspects - agent vs. agentless, master vs. masterless, etc.
    What the difference between VPN and VPS?
    What scripting language are you familiar with? why specifically this one?
    How long do you think it would take you to learn another language?
    Explain mutable vs. immutable infrastructure

    In mutable infrastructure paradigm, changes applied on top of the existing infrastructure and over time the infrastructure builds up a history of changes. Ansible, Puppet and Chef are examples to tools which follow mutable infrastructure paradigm.

    In immutable infrastructure paradigm, every change is actually new infrastructure. So a change to a server will result in a new server instead of updating it. Terraform is an example of technology which follows the immutable infrastructure paradigm.

    What ways are you familiar with to deliver a software?
    • Archive - collect all your app files into one archive (e.g. tar) and deliver it to the user.
    • Package - depends on the OS, you can use your OS package format (e.g. in RHEL/Fefodra it's RPM) to deliver your software with a way to install, uninstall and update it using the standard packager commands
    • Images - Either VM or container images where your package is included with everything it needs in order to run successfully.
    What is caching? How it works? Why is it important?
    Explain stateless vs. stateful
    What is HTTP and how it works?
    Describe the workflow of setting up some type of web server (Apache, IIS, Tomact, ...)
    Explain monitoring. What is it? Why it's important?
    What monitoring methods are you familiar with?

    โญ Advanced

    Tell me how you perform plan capacity for your CI/CD resources (e.g. servers, storage, etc.)
    How would you structure/implement CD for an application which depends on several other applications?
    How do you manage dependencies?
    Explain what are design patterns. Which design patterns are you familiar with?
    How do you measure your CI/CD quality? Are there any metrics you are using?
    What is a configuration drift? What problems is it causing?

    Configuration drift happens when in an environment of servers with the exact same configuration and software, a certain server or servers are being applied with updates or configuration which other servers don't get and over time these servers become slightly different than all others.

    This situation might lead to bugs which hard to identify and reproduce.

    How to deal with configuration drift?
    Do you have experience with testing cross-projects changes? (aka cross-dependency)

    Note: cross-dependency is when you have two or more changes to separate projects and you would like to test them in mutual build instead of testing each change separately.

    In what scenarios would you prefer to use SQL?
    • Homogeneous data, no changes anticipated
    • ACID compliance is important

    Jenkins

    ๐Ÿ‘ถ Beginner

    What is Jenkins? What have you used it for?
    What are the advantages of Jenkins over its competitors? Can you compare it to one of the following systems?:
    • Travis
    • Bamboo
    • Teamcity
    • CircleCI

    Explain the following:
    • Job
    • Build
    • Plugin
    • Slave
    • Executor

    What plugins have you used in Jenkins?
    Explain CI/CD and how you implemented it in Jenkins
    What type of jobs are there? Which types have you used and why?
    How did you report build results to users? What ways are you familiar with?
    You need to run unit tests every time a change submitted to a given project. Describe in details how your pipeline would look like and what will be executed in each stage
    How to secure Jenkins?
    Can you describe some of Jenkins best practices?

    โญ Advanced

    How to acquire multiple slaves for one specific build?
    There are four teams in your organization. How to prioritize the builds of each team? So the jobs of team x will always run before team y for example
    Do you have experience with developing a Jenkins plugin? Can you describe this experience?
    If you are managing a dozen of jobs, you can probably use the Jenkins UI. How do you manage the creation and deletion of hundreds of jobs every week/month?
    What are some of Jenkins limitations?
    • Testing cross-dependencies (changes from multiple projects together)
    • Starting builds from any stage (although cloudbees implemented something called checkpoints)
    How would you implement an option of a starting a build from a certain stage and not from the beginning?
    Have you written Jenkins scripts? If yes, what for and how they work?

    AWS

    ๐Ÿ‘ถ Beginner

    Global Infrastructure
    Explain the following
    • Availability zone
    • Region
    • Edge location

    AWS regions are data centers hosted across different geographical locations worldwide, each region is completely independant from one another. Within each region,There are multiple isolatated locations known as Availability Zones. Multiple availability zones insure high availability in case one of them goes down.

    Edge locations are basically content delivery network which caches data and insures lower latency and faster delivery to the users in any location. They are located in major cities in the world.

    S3
    Explain what is S3 and what is it used for
    S3 stands for 3 S, Simple Storage Service. S3 is a object storage service which is fast, scalable and durable. S3 enables customers to upload, download or store any file or object that is up to 5 TB in size. while having a maximum size of 5 GB per file (multipart upload if more than 5 GB in size).
    What is a bucket?
    An S3 bucket is a resource which is similar to folders in a filesystem and allows storing objects, which consist of data and its metadata.
    True or False? a bucket name must be globally unique
    True
    What objects in S3 consists of? * Another way to ask it: explain key, value, version id and metadata in context of objects
    Explain data consistency
    Can you host dynamic websites on s3? what about static websites?
    What security measures have you taken in context of S3?
    CloudFront
    Explain what is CloudFront and what is it used for
    Explain the following * Origin * Edge location * Distribution
    What delivery methods available for the user with CDN?
    True or False? objects are cached for the life of TTL
    EC2
    What type of instances have you created?
    How to increase RAM for a given EC2 instance?

    Stop the instance, the type of the instance to match the desired RAM and start the instance.

    Network

    ๐Ÿ‘ถ Beginner

    Explain the OSI model. What layers there are? What each layer is responsible for?

    Application: user end (HTTP is here) Presentation: establishes context between application-layer entities (Encryption is here) Session: establishes, manages and terminates the connections Transport: transfers variable-length data sequences from a source to a destination host (TCP & UDP are here) Network: transfers datagrams from one network to another (IP is here) Data link: provides a link between two directly connected nodes (MAC is here) Physical: the electrical and physical spec the data connection (Bits are here)

    What delivery schemes are you familiar with?

    Unitcast: One to one communication where there is one sender and one reciever.

    Broadcast: Sending a message to everone in the network. The address ff:ff:ff:ff:ff:ff is used for broadcasting. Two common protocols which use broadcast are ARP and DHCP.

    Multicast: Sending a message to a group of subscribers. It can be one-to-many or many-to-many.

    What is CSMA/CD? Is it used in modern ethernet networks?

    CSMA/CD stands for Carrier Sense Multiple Access / Collision Detection. Its primarily focus it to manage access to shared medium/bus where only one host can transmit at a given point of time.

    CSMA/CD algorithm:

    1. Before sending a frame, it checks whether another host already transmitting a frame.
    2. If no one transmitting, it starts transmitting the frame.
    3. If two hosts transmitted at the same time, we have a collision.
    4. Both hosts stop sending the frame and they send to everyone a 'jam signal' notifying everyone that a collision occured
    5. They are waiting for a random time before sending again
    6. Once each host waited for a raondom time, they try to send the frame again and so the
    Describe the following network devices and the difference between them:
    • router
    • switch
    • hub

    What is NAT?
    What is the difference between TCP and UDP?
    How TCP works? What is the 3 way handshake?
    What is ARP? How it works?
    What is a MAC address? What is it used for?
    What is TTL?
    What is DHCP? How it works?
    What is SSL tunneling? How it works?
    What is a socket? Where can you see the list of sockets in your system?
    What is IPv6? Why should we consider using it if we have IPv4?
    What is VLAN?
    What is MTU?
    What is SDN?
    What is ICMP?
    What is NAT? How it works?

    โญ Advanced

    Explain Spanning Tree Protocol (STP)
    What is link aggregation? Why is it used?
    What is Asymmetric Routing? How do deal with it?
    What is GRE? How it works?
    Explain OSPF
    Using Hammind code, what would be the code word for the following data word 100111010001101?

    00110011110100011101

    Linux

    ๐Ÿ‘ถ Beginner

    What is your experience with Linux? When you can set up an application on multiple operating systems, on which one would you prefer to set it up and why?
    Explain what each of the following commands does and give an example on how to use it:
    • ls
    • rm
    • rmdir (can you achieve the same result by using rm?)
    • grep
    • wc
    • curl
    • touch
    • man
    • nslookup or dig
    • df

    Running the command df you get "command not found". What could be wrong and how to fix it?
    How to make sure a service will start on a OS of your choice?
    How do you schedule tasks periodically?

    You can use the commands cron and at. With cron, tasks are scheduled using the following format:

    The tasks are stored in a cron file.

    Have you scheduled tasks in the past? What kind of tasks?
    Permissions
    How to change the permissions of a file?
    What does the following permissions mean?:
    • 777
    • 644
    • 750

    777 - means you are lazy 644 - owner has read+write permissions and everyone else can only read 750 - owner can do anything, group can read and execute and others can do nothing

    Explain what is setgid, setuid and sticky bit
    How to add a new user to the system without providing him the ability to log-in into the system?
    On a system which uses systemd, how would display the logs?
    Debugging
    What are you using for troubleshooting and debugging network issues?

    dstat -t is great for identifying network and disk issues. netstat -tnlaup can be used to see which processes are running on which ports. lsof -i -P can be used for the same purpose as netstat. ngrep -d any metafilter for matching regex against paylods of packets. tcpdump for capturing packets wireshark same concept as tcpdump but with GUI (optional).

    What are you using for troubleshooting and debugging disk & filesystem issues?

    dstat -t is great for identifying network and disk issues. opensnoop can be used to see which files are being opened on the system (in real time).

    What are you using for troubleshooting and debugging process issues?

    strace is great for understanding what your program does. It prints every system call your program executed.

    What are you using for debugging CPU related issues?

    top will show you how much CPU percentage each process consumes perf is a great choice for sampling profiler and in general, figuring out what your CPU cycles are "wasted" on flamegraphs is great for CPU consumption visualization (http://www.brendangregg.com/flamegraphs.html)

    You get a call saying "my system is slow" - how would you deal with it?
    1. Check with top if anything consumes your CPU or RAM.
    2. Run dstat -t to check if it's related to disk or network.
    3. Check I/O stats with iostat
    What is a Linux kernel module and how do you load a new module?
    What is KVM?
    What is the difference between SSH and SSL?
    What is SSH port forwarding?
    Explain redirection
    What are wildcards? Can you give an example of how to use them?
    What do we grep for in each of the following commands?:
    • grep '[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3}' some_file
    • grep -E "error|failure" some_file
    • grep '[0-9]$' some_file

    1. An IP address
    2. The word "error" or "failure"
    3. Lines which end with a number
    Tell me everything you know about Linux boot process
    What is an exit code? What exit codes are you familiar with?

    An exit code (or return code) represents the code returned by a child process to its parent process.

    0 is an exit code which represents success while anything higher than 1 represents error. Each number has different meaning, based on how the application was developed.

    I consider this as a good blog post to read more about it: https://shapeshed.com/unix-exit-codes

    What is the different between a soft link and hard link?

    hard link is the same file, using the same inode. soft link is a shortcut to another file, using a different inode.

    soft links can be created between different file systems while hard link can be created only within the same file system.

    What is a swap partition? What is it used for?
    You are trying to create a new file but you get "Filesystem is full". You check with df for free space and you see you used only 20% of the space. What could be the problem?
    What do you know about LVM?
    Explain the following in regards to LVM:
    • PV
    • VG
    • LV

    What RAID is used for? Can you explain the differences between RAID 0, 1, 5 and 10?
    What is lazy umount?
    Fix the following commands:
    • sed "s/1/2/g' /tmp/myFile
    • find . -iname *.yaml -exec sed -i "s/1/2/g" {} ;

    Explain what is stored in each of the following paths and if there is anything unique about it:
    • /tmp
    • /var/log
    • /bin
    • /proc
    • /usr/local
    What can you find in /etc/services
    What is chroot?
    Processes
    How to run a process in the background and why to do that in the first place?

    You can achieve that by specifying & at end of the command. As to why, since some commands/processes can take a lot of time to finish execution or run forever

    How can you find how much memory a specific process consumes?
    What signal is used when you run 'kill '?

    The default signal is SIGTERM (15). This signal kills process gracefully which means it allows it to save current state configuration.

    What signals are you familiar with?

    SIGTERM - default signal for terminating a process SIGHUP - common usage is for reloading configuration SIGKILL - a signal which cannot caught or ignored

    To view all available signals run kill -l

    What is a trap?
    What happens when you press ctrl + c?
    What are daemons?
    What are the possible states of a process in Linux?

    Running Waiting Stopped Terminated Zombie

    What is a zombie process? How do you get rid of it?
    What is the init process?
    How to change the priority of a process? Why would you want to do that?
    Can you explain how network process/connection is established and how it's terminated?>
    What are system calls? What system calls are you familiar with?
    What strace does?
    Find all the files which end with '.yml' and replace the number 1 in 2 in each file

    ind /some_dir -iname *.yml -print0 | xargs -0 -r sed -i "s/1/2/g"

    How to check how much free memory a system has? How to check memory consumption by each process?

    You can use the commands top and free

    How would you split a 50 lines file into 2 files of 25 lines each?

    You can use the split command this way: split -l 25 some_file

    What is a file descriptor? What file descriptors are you familiar with?
    Kerberos File descriptor, also known as file handler, is a unique number which identifies an open file in the operating system.

    In Linux (and Unix) the first three file descriptors are:

    • 0 - the default data stream for input
    • 1 - the default data stream for output
    • 2 - the default data stream for output related to errors

    This is a great article on the topic: https://www.computerhope.com/jargon/f/file-descriptor.htm

    What's an inode?

    For each file (and directory) in Linux there is an inode, a data structure which stores metadata related to the file like its size, owner, permissions, etc.

    How to list active connections?
    What is NTP? What is it used for?
    What is SELiunx?
    What is Kerberos?
    What is nftables?
    What firewalld daemon is responsible for?
    Network
    What is a network namespace? What is it used for?
    How can you turn your Linux server into a router?
    What is the routing table? How do you view it?
    What are packet sniffers? Have you used one in the past? If yes, which packet sniffers have you used and for what purpose?
    DNS
    What the file /etc/resolv.conf is used for? What does it include?
    What is a "A record"?
    What is a PTR record?

    While an A record points a domain name to an IP address, a PTR record does the opposite and resolves the IP address to a domain name.

    What is a MX record?
    Is DNS using TCP or UDP?
    Packaging
    Do you have experience with packaging? Can you explain how it works?
    RPM: explain the spec format(what it should and can include)
    How do you list the content of a package?

    โญ Advanced

    What happens when you execute ls? provide a detailed answer
    Can you describe how processes are being created?
    What's happening in the following code?:
    open("/my/file") = 5
    read(5, "file content")
    

    those are system calls for reading the file /my/file and 5 is the file descriptor number.

    What is the difference between a process and a thread?
    Network
    When you run ip a you see there is a device called 'lo'. What is it and why do we need it?
    What traceroute command does? How it works?
    What is network bonding? What types are you familiar with?
    How to link two separate network namespaces so you can ping an interface on one namespace from the second one?
    What are cgroups? In what scenario would you use them?
    How to create a file of a certain size?

    There are a couple of ways to do that:

    • dd if=/dev/urandom of=new_file.txt bs=2MB count=1
    • truncate -s 2M new_file.txt
    • fallocate -l 2097152 new_file.txt
    What are the differences between the following system calls?: exec(), fork(), vfork() and clone()?
    Explain Process Descriptor and Task Structure
    What are the differences between threads and processes?
    Explain Kernel Threads
    What happens when socket system call is used?

    This is a good article about the topic: https://ops.tips/blog/how-linux-creates-sockets

    Ansible

    ๐Ÿ‘ถ Beginner

    Describe each of the following components in Ansible, including the relationship between them:
    • Task
    • Module
    • Play
    • Playbook
    • Role

    Task โ€“ a call to a specific Ansible module Module โ€“ the actual unit of code executed by Ansible on your own host or a remote host. Modules are indexed by category (database, file, network, โ€ฆ) and also referred as task plugins.

    Play โ€“ One or more tasks executed on a given host(s)

    Playbook โ€“ One or more plays. Each play can be executed on the same or different hosts

    Role โ€“ Ansible roles allows you to group resources based on certain functionality/service such that they can be easily reused. In a role, you have directories for variables, defaults, files, templates, handlers, tasks, and metadata. You can then use the role by simply specifying it in your playbook.

    Which Ansible best practices are you familiar with? name at least three
    What is an inventory file and how you define one?

    An inventory file defines hosts and/or groups of hosts on which Ansible tasks executed upon.

    An example of inventory file:

    192.168.1.2 192.168.1.3 192.168.1.4

    [web_servers] 190.40.2.20 190.40.2.21 190.40.2.22

    What is a dynamic inventory file? When you would use one?

    A dynamic inventory file tracks hosts from one or more sources like cloud providers and CMDB systems.

    You should use one when using external sources and especially when the hosts in your environment are being automatically
    spun up and shut down, without you tracking every change in these sources.

    You want to run Ansible playbook only on specific minor version of your OS, how would you achieve that?
    Write a task to create the directory โ€˜/tmp/new_directoryโ€™
    - name: Create a new directory
      file:
          path: "/tmp/new_directory"
          state: directory
    

    What would be the result of the following play?
    ---
    - name: Print information about my host
      hosts: localhost
      gather_facts: 'no'                                                                                                                                                                           
      tasks:
          - name: Print hostname
            debug:
                msg: "It's me, {{ ansible_hostname }}"
    

    When given a written code, always inspect it thoroughly. If your answer is โ€œthis will failโ€ then you are right. We are using a fact (ansible_hostname), which is a gathered piece of information from the host we are running on. But in this case, we disabled facts gathering (gather_facts: no) so the variable would be undefined which will result in failure.

    Write a playbook to install โ€˜zlibโ€™ and โ€˜vimโ€™ on all hosts if the file โ€˜/tmp/marioโ€™ exists on the system.
    ---
    - hosts: all
      vars:
          mario_file: /tmp/mario
          package_list:
              - 'zlib' 
              - 'vim'
      tasks:
          - name: Check for mario file
            stat:
                path: "{{ mario_file }}"
            register: mario_f
    
          - name: Install zlib and vim if mario file exists
            become: "yes"
            package:
                name: "{{ item }}"
                state: present
            with_items: "{{ package_list }}"
            when: mario_f.stat.exists
    

    Write a playbook to deploy the file โ€˜/tmp/system_infoโ€™ on all hosts except for controllers group, with the following content
    I'm <HOSTNAME> and my operating system is <OS>
    

    replace and with the actual data for the specific host you are running on

    The playbook to deploy the system_info file

    --- 
    - name: Deploy /tmp/system_info file
      hosts: all:!controllers
      tasks: 
          - name: Deploy /tmp/system_info
            template:
                src: system_info.j2 
                dest: /tmp/system_info
    

    The content of the system_info.j2 template

    # {{ ansible_managed }}
    I'm {{ ansible_hostname }} and my operating system is {{ ansible_distribution }
    

    The variable 'whoami' defined in the following places:
    • role defaults -> whoami: mario
    • extra vars (variables you pass to Ansible CLI with -e) -> whoami: toad
    • host facts -> whoami: luigi
    • inventory variables (doesnโ€™t matter which type) -> whoami: browser

    According to variable precedence, which one will be used?


    The right answer is โ€˜toadโ€™.

    Variable precedence is about how variables override each other when they set in different locations. If you didnโ€™t experience it so far Iโ€™m sure at some point you will, which makes it a useful topic to be aware of.

    In the context of our question, the order will be extra vars (always override any other variable) -> host facts -> inventory variables -> role defaults (the weakest).

    A full list can be found at the link above. Also, note there is a significant difference between Ansible 1.x and 2.x.

    For each of the following statements determine if it's true or false:
    • A module is a collection of tasks
    • Itโ€™s better to use shell or command instead of a specific module
    • Host facts override play variables
    • A role might include the following: vars, meta, and handlers
    • Dynamic inventory is generated by extracting information from external sources
    • Itโ€™s a best practice to use indention of 2 spaces instead of 4
    • โ€˜notifyโ€™ used to trigger handlers
    • This โ€œhosts: all:!controllersโ€ means โ€˜run only on controllers group hosts

    What is ansible-pull? How itโ€™s different compared to ansible-playbook?

    โญ Advanced

    What are filters? Do you have experience with writing filters?
    Write a filter to capitalize a string
    def cap(self, string): return string.capitalize()
    How do you test your Ansible based projects?
    What are callback plugins? What can you achieve by using callback plugins?

    Terraform

    ๐Ÿ‘ถ Beginner

    Can you explain what is Terraform? How it works?

    Read here

    What benefits infrastructure-as-code has?
    • fully automated process of provisioning, modifying and deleting your infrastructure
    • version control for your infrastructure which allows you to quickly rollback to previous versions
    • validate infrastructure quality and stability with automated tests and code reviews
    • makes infrastructure tasks less repetitive
    Why Terraform and not other technologies? (e.g. Ansible, Puppet, CloufFormation)

    A common wrong answer is to say that Ansible and Puppet are configuration management tools and Terraform is a provisioning tool. While technically true, it doesn't mean Ansible and Puppet can't be used for provisioning infrastructure. Also, it doesn't explain why Terraform should be used over CloudFormation if at all.

    The benefits of Terraform over the other tools:

    • It follows the immutable infrastructure approach which has benefits like avoiding a configuration drift over time
    • Ansible and Puppet are more procedural (you mention what to execute in each step) and Terraform is declartive since you describe the overall desired state and not per resource or task. You can give the example of going from 1 to 2 servers in each tool. In terrform you specify 2, in Ansible and puppet you have to only provision 1 additional server so you need to explicitly make sure you provision only another one server.
    Explain what is "Terraform configuration"
    Explain each of the following:
    • Provider
    • Resource
    • Provisioner
    What terraform.tfstate file is used for?

    It keeps track of the IDs of created resources so that Terraform knows what it is managing.

    Explain what the following commands do:
    • terraform init
    • terraform plan
    • terraform validate
    • terraform apply

    terraform init scans your code to figure which providers are you using and download them. terraform plan will let you see what terraform is about to do before actually doing it. terraform apply will provision the resources specified in the .tf files.

    How to write down a variable which changes by an external source or during terraform apply?

    You use it this way: variable โ€œmy_varโ€ {}

    Give an example of several Terraform best practices
    Explain how implicit and explicit dependencies work in Terraform
    What is local-exec and remote-exec in the context of provisioners?
    What is a "tainted resource"?

    It's a resource which was successfully created but failed during provisioning. Terraform will fail and mark this resource as "tainted".

    What terraform taint does?
    What types of variables are supported in Terraform?

    Strimg Integer Map List

    What are output variables and what terraform output does?
    Explain Modules
    What is the Terraform Registry?

    โญ Advanced

    Explain "Remote State". When would you use it and how?
    Explain "State Locking"

    Docker

    ๐Ÿ‘ถ beginner

    How containers are different from VMs?

    The primary difference between containers and VMs is that containers allow you to virtualize multiple workloads on the operating system while in the case of VMs the hardware is being virtualized to run multiple machines each with its own OS.

    In which scenarios would you use containers and in which you would prefer to use VMs?

    You should choose VMs when:

    • you need run an application which requires all the resources and functionalilies of an OS
    • you need full isolation and security

    You should choose containers when:

    • you need a lightweight solution that quickly starts
    • Running multiple versions or instances of a single application
    What happens when you run `docker run hello-world`?

    Docker CLI passes your request to Docker daemon. Docker daemon downloads the image from Docker Hub Docker daemon creates a new container by using the image it downloaded Docker daemon redirects output from container to Docker CLI which redirects it to the standard output

    How do you run a container?
    What do you see when you run `docker ps`?
    What `docker commit` does? when will you use it?
    How would you transfer data from one container into another?
    What is the difference between ADD and COPY in Dockerfile?
    What is the difference between CMD and RUN in Dockerfile?
    Explain what is Docker compose and what is it used for
    What are the differences between Docker compose, Docker swarm and Kuberenets?
    Explain Docker interlock
    What is the difference between Docker Hub and Docker cloud?

    Docker Hub is a native Docker registry service which allows you to run pull and push commands to install and deploy Docker images from the Docker Hub.

    Docker Cloud is built on top of the Docker Hub so Docker Cloud provides you with more options/features compared to Docker Hub. One example is Swarm management which means you can create new swarms in Docker Cloud.

    Explain image layers

    Kubernetes

    ๐Ÿ‘ถ Beginner

    What is Kubernetes?
    Why Docker isn't enough? Why do we need Kubernetes?
    Describe the architecture of Kuberenets
    How do you monitor your Kuberenets?
    What is kubectl? How do you use it?
    What is kubconfig? What do you use it for?
    Users
    How do you create users? Where user information is stored?
    Do you know how to create a new user without using adduser/useradd command?

    Python

    ๐Ÿ‘ถ Beginner

    What are some characteristics of the Python programming language?
    What data types supported in Python and which of them are mutable? How can you show that a certain data type is mutable?

    The mutable data types are:

    List
    Dictionary
    Set
    

    The immutable data types are:

    Numbers (int, float, ...)
    String
    Bool
    Tuple
    

    The id function can be used to check if a given variable is mutable or not. For example if you set a variable this way x = 2 and then run the id function this way id(x) you will get an ID which will be different once you change the variable x (like x = x + 5). With mutable types, like list, you can modify the variable and the id will stay the same. Try to define a list and then append an item to it.

    What is PEP8? Give an example of 3 style guidelines

    PEP8 is a list of coding conventions and style guidelines for Python

    5 style guidelines:

    1. Limit all lines to a maximum of 79 characters.
    2. Surround top-level function and class definitions with two blank lines.
    3. Use commas when making a tuple of one element
    4. Use spaces (and not tabs) for indentation
    5. Use 4 spaces per indentation level
    

    Explain inheritance and how to use it in Python
    What is an exception? What types of exceptions are you familiar with?
    Explain Exception Handling and how to use it in Python
    Write a program which will revert a string (e.g. pizza -> azzip)
    Shortest way is <code>str[::-1]</code> but not the most efficient.
    

    How to merge two sorted lists into one sorted list?
    What _ is used for in Python?
    1. Translation lookup in i18n
    2. Hold the result of the last executed expression or statement
    3. As a general purpose "throwaway" variable name. For example: x, y, _ = get_data() (x and y are used but since we don't care about third variable, we "threw it away").
    Algorithms Implementation
    Can you implement "binary search" in Python?
    Files
    How to write to a file?
    How to reverse a file?
    Sort a list of lists by the second item of each nested list
    li = [[1, 4], [2, 1], [3, 9], [4, 2], [4, 5]]
    
    sorted(x, key=lambda l: l[1])
    

    You have the following list: [{'name': 'Mario', 'food': ['mushrooms', 'goombas']}, {'name': 'Luigi', 'food': ['mushrooms', 'turtles']}] Extract all type of foods. Final output should be: {'mushrooms', 'goombas', 'turtles'}
    set([food for bro in x for food in bro['food']])
    

    What is List Comprehension? Is it better than a typical loop? Why? Can you demonstrate how to use it?
    How to reverse a string?

    Shortest way is: my_string[::-1] but it doesn't mean it's the most efficient one.

    Write a function to determine if a given string is a palindrome
    How to sort a dictionary by values?
    How to sort a dictionary by keys?
    Explain data serialization and how do you perform it with Python
    Explain what is GIL
    What is a generator? Why using generators?
    Explain the following types of methods and how to use them:
    • Static method
    • Class method
    • instance method

    How to reverse a list?
    Time Complexity
    Describe what would be the time complexity of the operations access, search insert and remove for the following data structures:
    • Stack
    • Queue
    • Linked List
    • Binary Search Tree
    What is the complexity for the best, worst and average cases of each of the following algorithms?:
    • Quicksort
    • Mergesort
    • Bucket Sort
    • Radix Sort

    โญ Advanced

    Explain what is a decorator
    Can you show how to write and use decorators?
    Write a script which will determine if a given host is accessible on a given port
    Are you familiar with Dataclasses? Can you explain what are they used for?
    Explain Context Manager
    Explain the Buffer Protocol
    Explain Descriptors
    Do you have experience with web scraping? Can you describe what have you used and for what?
    Can you implement Linked List in Python?
    You have created a web page where a user can upload a document. But the function which reads the uploaded files, runs for a long time, based on the document size and user has to wait for the read operation to complete before he/she can continue using the web site. How can you overcome this?

    Prometheus

    Describe the following Prometheus components:
    • Prometheus server
    • Push Gateway
    • Alert Manager

    Prometheus server responsible for scraping the storing the data
    Push gateway is used for short-lived jobs
    Alert manager is responsible for alerts ;)

    What is an exporter? What is it used for?

    Git

    ๐Ÿ‘ถ Beginner

    What is the difference between git pull and git fetch?

    Shortly, git pull = git fetch + git merge

    When you run git pull, it gets all the changes from the remote or central repository and attaches it to your corresponding branch in your local reposistory.

    git fetch gets all the changes from the remote repository, stores the changes in a separate branch in your local repository

    Explain the following: git directory, working directory and staging area

    The Git directory is where Git stores the metadata and object database for your project. This is the most important part of Git, and it is what is copied when you clone a repository from another computer.

    The working directory is a single checkout of one version of the project. These files are pulled out of the compressed database in the Git directory and placed on disk for you to use or modify.

    The staging area is a simple file, generally contained in your Git directory, that stores information about what will go into your next commit. Itโ€™s sometimes referred to as the index, but itโ€™s becoming standard to refer to it as the staging area.

    This answer taken from git-scm.com

    How to resolve git merge conflicts?

    First, you open the files which are in conflict and identify what are the conflicts. Next, based on what is accepted in your company or team, you either discuss with your colleagues on the conflicts or resolve them by yourself After resolving the conflicts, you add the files with `git add ` Finally, you run `git rebase --continue`

    What is the difference between git reset and git revert?

    git revert creates a new commit which undoes the changes from last commit.

    git reset depends on the usage, can modify the index or change the commit which the branch head is currently pointing at.

    You would like to move forth commit to the top. How would you achieve that?

    Using git rebase> command

    In what situations are you using git rebase?
    What merge strategies are you familiar with?

    Mentioning two or three should be enough and it's probably good to mention that 'recursive' is the default one.

    recursive resolve ours theirs

    This page explains it the best: https://git-scm.com/docs/merge-strategies

    How can you see which changes have done before committing them?

    git diff

    โญ Advanced

    Explain Git octopus merge

    Probably good to mention that it's:

    • It's good for cases of merging more than one branch (and also the default of such use cases)
    • It's primarily meant for bundling topic branches together

    This is a great article about Octopus merge: http://www.freblogg.com/2016/12/git-octopus-merge.html

    Go

    ๐Ÿ‘ถ Beginner

    What are some characteristics of the Go programming language?
    • Strong and static typing - the type of the variables can't be changed over time and they have to be defined at compile time
    • Simplicity
    • Fast compile times
    • Built-in concurrency
    • Garbage collected
    • Platform independent
    • Compile to standalone binary - anything you need to run your app will be compiled into one binary. Very useful for version management in run-time.

    Go also has good community.

    What is the difference between var x int = 2 and x := 2?

    The result is the same, a variable with the value 2.

    with var x int = 2 we are setting the variable type to integer while with x := 2 we are letting Go figure out by itself the type.

    What libraries of Go have you used?

    This should be answered based on your usage but some examples are:

    • fmt - formatted I/O

    Mongo

    ๐Ÿ‘ถ Beginner

    What is the difference between SQL and NoSQL?
    In what scenarios would you prefer to use NoSQL/Mongo over SQL?
    • Heterogeneous data which changes often
    • Data consistency and integrity is not top priority
    What is a document? What is a collection?
    What is an aggregator?

    OpenShift

    ๐Ÿ‘ถ Beginner

    What is OpenShift? Did you use it? If yes, how?
    Can you explain the difference between OpenShift and Kubernetes?
    Define Pods and explain what are stateful pods
    What types of build strategies are you familiar with?
    Explain what are labels and what they are used for
    Explain what are annotations and how they are different from labels
    Explain what is Downward API

    Shell Scripting

    ๐Ÿ‘ถ Beginner

    Tell me about your experience with shell scripting
    What this line in scripts mean?: #!/bin/bash
    What do you tend to include in every script you write?
    True or False?: when a certain command/line fails, the script, by default, will exit and will no keep running

    Depends on the language and settings used but in Bash for example, by default the script will keep running.

    Today we have tools and technologies like Ansible. Why would someone still use shell scripting?
    Explain what would be the result of each command:
    • echo $0
    • echo $?
    • echo $$
    • echo $@
    • echo $#

    How do you debug shell scripts?
    How do you get input from the user in shell scripts?
    Explain conditionals and how do you use them
    What is a loop? What types of loops are you familiar with?
    Explain continue and break. When do you use them if at all?
    How to store the output of a command in a variable?
    How do you check variable length?
    What is the difference between single and double quotes?

    Advanced

    Explain the following code:

    :(){ :|:& };:


    Can you give an example to some Bash best practices?
    What is the ternary operator? How do you use it in bash?

    A short way of using if/else. An example:

    && b="yes, equal" || b="nope"

    SQL

    ๐Ÿ‘ถ Beginner

    What does SQL stand for?

    Structured Query Language

    How is SQL Different from NoSQL

    The main difference is that SQL databases are structured (data is stored in the form of tables with rows and columns - like an excel spreadsheet table) while NoSQL is unstructured, and the data storage can vary depending on how the NoSQL DB is set up, such as key-value pair, document-oriented, etc.

    What does it mean when a database is ACID compliant?

    ACID stands for Atomicity, Consistency, Isolation, Durability. In order to be ACID compliant, the database much meet each of the four criteria

    Atomicity - When a change occurs to the database, it should either succeed or fail as a whole.

    For example, if you were to update a table, the update should completely execute. If it only partially executes, the update is considered failed as a whole, and will not go through - the DB will revert back to it's original state before the update occurred. It should also be mentioned that Atomicity ensures that each transaction is completed as it's own stand alone "unit" - if any part fails, the whole statement fails.

    Consistency - any change made to the database should bring it from one valid state into the next.

    For example, if you make a change to the DB, it shouldn't corrupt it. Consistency is upheld by checks and constraints that are pre-defined in the DB. For example, if you tried to change a value from a string to an int when the column should be of datatype string, a consistent DB would not allow this transaction to go through, and the action would not be executed

    Isolation - this ensures that a database will never be seen "mid-update" - as multiple transactions are running at the same time, it should still leave the DB in the same state as if the transactions were being run sequentially.

    For example, let's say that 20 other people were making changes to the database at the same time. At the time you executed your query, 15 of the 20 changes had gone through, but 5 were still in progress. You should only see the 15 changes that had completed - you wouldn't see the database mid-update as the change goes through.

    Durability - Once a change is committed, it will remain committed regardless of what happens (power failure, system crash, etc.). This means that all completed transactions must be recorded in non-voliatile memory.

    Note that SQL is by nature ACID compliant. Certain NoSQL DB's can be ACID compliant depending on how they operate, but as a general rule of thumb, NoSQL DB's are not considered ACID compliant

    When is it best to use SQL? NoSQL?

    SQL - Best used when data integrity is crucial. SQL is typically implemented with many businesses and areas within the finance field due to it's ACID compliance.

    NoSQL - Great if you need to scale things quickly. NoSQL was designed with web applications in mind, so it works great if you need to quickly spread the same information around to multiple servers

    Additionally, since NoSQL does not adhere to the strict table with columns and rows structure that Relational Databases require, you can store different data types together.

    What is a Cartesian Product?

    A Cartesian product is when all rows from the first table are joined to all rows in the second table. This can be done implicitly by not defining a key to join, or explicitly by calling a CROSS JOIN on two tables, such as below:

    Select * from customers CROSS JOIN orders;

    Note that a Cartesian product can also be a bad thing - when performing a join on two tables in which both do not have unique keys, this could cause the returned information to be incorrect.

    SQL Specific Questions

    For these questions, we will be using the Customers and Orders tables shown below:

    Customers

    Customer_ID Customer_Name Items_in_cart Cash_spent_to_Date
    100204 John Smith 0 20.00
    100205 Jane Smith 3 40.00
    100206 Bobby Frank 1 100.20

    ORDERS

    Customer_ID Order_ID Item Price Date_sold
    100206 A123 Rubber Ducky 2.20 2019-09-18
    100206 A123 Bubble Bath 8.00 2019-09-18
    100206 Q987 80-Pack TP 90.00 2019-09-20
    100205 Z001 Cat Food - Tuna Fish 10.00 2019-08-05
    100205 Z001 Cat Food - Chicken 10.00 2019-08-05
    100205 Z001 Cat Food - Beef 10.00 2019-08-05
    100205 Z001 Cat Food - Kitty quesadilla 10.00 2019-08-05
    100204 X202 Coffee 20.00 2019-04-29
    How would I select all fields from this table?

    Select *
    From Customers;

    How many items are in John's cart?

    Select Items_in_cart
    From Customers
    Where Customer_Name = "John Smith";

    What is the sum of all the cash spent across all customers?

    Select SUM(Cash_spent_to_Date) as SUM_CASH
    From Customers;

    How many people have items in their cart?

    Select count(1) as Number_of_People_w_items
    From Customers
    where Items_in_cart > 0;

    How would you join the customer table to the order table?

    You would join them on the unique key. In this case, the unique key is Customer_ID in both the Customers table and Orders table

    How would you show which customer ordered which items?

    Select c.Customer_Name, o.Item
    From Customers c
    Left Join Orders o
    On c.Customer_ID = o.Customer_ID;

    Advanced

    Using a with statement, how would you show who ordered cat food, and the total amount of money spent?

    with cat_food as (
    Select Customer_ID, SUM(Price) as TOTAL_PRICE
    From Orders
    Where Item like "%Cat Food%"
    Group by Customer_ID
    )
    Select Customer_name, TOTAL_PRICE
    From Customers c
    Inner JOIN cat_food f
    ON c.Customer_ID = f.Customer_ID
    where c.Customer_ID in (Select Customer_ID from cat_food);

    Although this was a simple statement, the "with" clause really shines is when a complex query needs to be run on a table before joining to another. With statements are nice, because you create a pseudo temp when running your query, instead of creating a whole new table.

    The Sum of all the purchases of cat food weren't readily available, so we used a with statement to create the pseudo table to retrieve the sum of the prices spent by each customer, then join the table normally.

    Azure

    ๐Ÿ‘ถ Beginner

    Explain availability sets and availability zones
    What is the Azure Resource Manager? Can you describe the format for ARM templates?
    Explain Azure managed disks

    OpenStack

    ๐Ÿ‘ถ Beginner

    Tell me about your experience with OpenStack. What do you think are the advantages and disadvantages of OpenStack?
    What components/projects of OpenStack are you familiar with?
    Can you tell me what each of the following components/projects is responsible for?:
    • Nova
    • Neutron
    • Cinder
    • Glance
    • Keystone

    Describe in detail how you bring up an instance with an IP you can reach from outside the cloud
    You get a call from a customer saying: "I can ping my instance but can't connect (ssh) it". What might be the problem?
    What types of networks OpenStack supports?
    How do you debug OpenStack networking issues? (tools, logs, ...)
    How do you debug OpenStack storage issues? (tools, logs, ...)
    How do you debug OpenStack compute issues? (tools, logs, ...)
    Are you familiar with TripleO? What benefits it has?

    Security

    ๐Ÿ‘ถ Beginner

    Can you describe the DevSecOps core principals?
    What DevOps security best practices are you familiar with?
    What security techniques are you familiar with?
    How do you manage passwords in different tools and platforms?
    How do you identify and manage vulnerabilities?
    What is Privilege Restriction?

    Scenarios

    Scenarios are questions which don't have verbal answer and require you one of the following:

    • Set up environments
    • Write scripts
    • Design and/or develop infrastructure projects

    These questions usually given as an home task to the candidate and they can combine several topics together. Below you can find several scenario questions: