First we install kubernetes module in python

pip install kubernetes

What is Fast API🤷‍♂️

FastAPI is a Python framework and set of tools that enable developers to use a REST interface to call commonly used functions to implement applications. It is accessed through a REST API to call common building blocks for an app.


Python 3.6+

🤔first, create Virtual Env🤔

pip install virtualenv

🤔Then activate Virtual env🤔

virtualenv env #we have checking env
.\env\Scripts\activate.ps1 #
here ps1 is vs powershell 1

Kubernetes (aka k8s or “kube”) is an open source container management platform that automates many of the manual processes involved in deploying, managing, and scaling containerized applications.

In other words, you can cluster together groups of hosts running Linux® containers, and Kubernetes helps you easily and efficiently manage those clusters.

What can you do with Kubernetes? 🤔

Kube can help you with :

✔ Orchestrate containers across multiple hosts.

✔ Make better use of hardware to maximize resources needed to run your enterprise apps.

✔ Control and automate application deployments and updates.

✔ Mount and add storage to run stateful apps.

✔ Scale containerized applications and their…

What is Big Data?

Big Data is also data but with a huge size. Big Data is a term used to describe a collection of data that is huge in volume and yet growing exponentially with time. In short such data is so large and complex that none of the traditional data management tools are able to store it or process it efficiently.

Some Examples of Big Data

1. The New York Stock Exchange generates about one terabyte of new trade data per day.

ARTH Task-7.1[B]

Increase or Decrease the size of Static Partition in linux

  • Step 1- Add a Hard disk of any size

We will start by adding a hard disk to a existing virtual machine.In the settings of the VM go to storage and add a hard disk of desired size.I added a Hard Disk of 15 GB. Following are the images of the steps to follow while adding the disk.

  • Add a Hard Disk

Task Description — AWS 👨🏻‍💻

🔅 Create a key pair

🔅 Create a security group

🔅 Launch an instance using the above created key pair and security group.

🔅 Create an EBS volume of 1 GB.

🔅 The final step is to attach the above created EBS volume to the instance you created in the previous steps.

All the above steps must be performed using AWS CLI

Solution 🗼

First we have start with IAM user . Create a IAM user


An AWS Identity and Access Management (IAM) user is an entity that you create in AWS to represent the person or application that uses it to…

About Coca Cola Company ?

The Coca-Cola Company is an American multinational beverage corporation headquartered in Atlanta, Georgia. The Coca-Cola Company has interests in the manufacturing, retailing and marketing of nonalcoholic beverage concentrates and syrups. The company produces Coca-Cola, invented in 1886 by pharmacist John Stith Pemberton. In 1889, the formula and brand were sold for $2,300 to Asa Griggs Candler, who incorporated The Coca-Cola Company in Atlanta in 1892.

Problem Statement =>

using EFS instead of EBS service on the AWS as,

Create/launch Application using Terraform

1. Create Security group which allow the port 80.

2. Launch EC2 instance.

3. In this Ec2 instance use the existing key or provided key and security group which we have created in step 1.

4. Launch one Volume using the EFS service and attach it in your vpc, then mount that volume into /var/www/html

5. Developer have uploded the code into github repo also the repo has some images.

6. Copy the github repo code into /var/www/html

7. Create S3 bucket, and copy/deploy the images…

Problem Statement=>

Integrate Prometheus, Grafana & K8s then perform in following tasks:

1. Deploy them as pods on top of Kubernetes by creating resources Deployment, ReplicaSet, Pods or Services

2. And make their data to be remain persistent.

3. And both of them should be exposed to outside world.


first see about tools needed or use of it


Prometheus is a free software application used for event monitoring and alerting.It records real-time metrics in a time series database built using a HTTP pull model, with flexible queries and real-time alerting. …

We have create own personal virtual assistant with help of ML and AI for this we have import some module before import we have download some module we have import with pip and pip3


pyttsx3 is a text-to-speech conversion library in Python. Unlike alternative libraries, it works offline, and is compatible with both Python 2 and 3

pip install pyttsx3
pip install pypiwin32


Library for performing speech recognition, with support for several engines and APIs, online and offline.

Speech recognition engine/API support

pip install SpeechRecognition

Wikipedia =>

Wikipedia is a Python library that makes it easy to access and parse data from…

Prince Prashant Saini

Devops Engineer

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