Python for DevOps Automation
Master Python to automate DevOps tasks, streamline workflows, and build robust infrastructure for efficient software delivery.
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Python Fundamentals for DevOps
Unit 1: Setting Up Your Python Environment
Python for DevOps?
Installing Python
Package Management
Virtual Environments
Unit 2: Python Fundamentals
Basic Syntax
Data Types
Operators
Control Flow
Looping
Unit 3: Data Structures and Basic Scripting
Lists
Dictionaries
Functions
File Operations
First Script
Operating System Interaction with Python
Unit 1: Introduction to OS Interaction
OS Module: An Intro
Navigating the Filesystem
Making & Removing
Unit 2: File Management with Python
Renaming Files
File Metadata
Checking Paths
Unit 3: Subprocess Module
Subprocess Intro
Running Commands
Piping Commands
Unit 4: Shutil Module
Shutil Intro
Copying Files
Moving Files
Deleting Trees
Unit 5: Advanced Topics
Walking the File Tree
Error Handling and Logging in Python
Unit 1: Introduction to Error Handling
Why Error Handling?
Exceptions: The Basics
Try, Except: Your First Net
Unit 2: Advanced Error Handling Techniques
Catching Multiple Errors
The `else` Clause
Finally, the `finally`!
Raising Exceptions
Unit 3: Logging in Python
Why Logging?
Logging: The Basics
Basic Logging Config
Logging to Files
Unit 4: Advanced Logging
Loggers, Handlers, Formatters
Custom Log Formats
Integrating Error Handling
Configuration Management with Python and Ansible
Unit 1: Configuration Management and Infrastructure as Code
Config Mgmt: The Basics
IaC: Infrastructure as Code
Ansible: An Overview
Unit 2: Python and Ansible Integration
Ansible's Python API
Running Ansible Playbooks
Inventory Management
Custom Modules
Unit 3: Dynamic Playbook Generation
Jinja2 Templating
Dynamic Playbooks
Advanced Templating
Unit 4: Advanced Integration and Use Cases
Ansible Vault
Ansible Tower API
Testing and Validation
Real-World Examples
Cloud Automation with Python and AWS
Unit 1: Introduction to AWS and Boto3
AWS & Cloud Automation
Boto3: Your AWS Toolkit
Setting Up AWS Credentials
Unit 2: EC2 Instance Automation
Launching EC2 Instances
Managing EC2 Instances
EC2 Instance Monitoring
Automated Instance Reboot
Unit 3: S3 Bucket Automation
Creating S3 Buckets
Managing S3 Objects
S3 Bucket Security
Unit 4: Application Deployment Automation
Deploying with Boto3
Lambda Function Deployment
CloudFormation Automation
Automated Scaling
System Monitoring and Alerting with Python
Unit 1: Introduction to System Monitoring with Python
Why Monitor Systems?
Intro to psutil
psutil: CPU Monitoring
psutil: Memory Monitoring
psutil: Disk I/O Monitoring
Unit 2: Advanced Monitoring and Alerting
psutil: Network Monitoring
Setting Thresholds
Alerting Mechanisms
Email Alerts
Slack Integration
Unit 3: Integration with Monitoring Tools
Intro to Prometheus
Prometheus: Exporters
Intro to Grafana
Grafana Dashboards
CI/CD Pipeline Automation with Python
Unit 1: Introduction to CI/CD and Python
CI/CD: An Overview
Python's Role in CI/CD
Setting Up the Environment
Unit 2: Automating Builds and Tests
Automated Code Linting
Unit Testing with Python
Build Automation
Unit 3: Deployment Automation
Deployment Strategies
Automating Deployments
Production Deployments
Unit 4: CI/CD Tool Integration
Jenkins Integration
GitLab CI Integration
CI/CD Tool Selection
Unit 5: Advanced CI/CD with Python
Infra as Code with Python
Monitoring CI/CD Pipelines
Network Automation with Python
Unit 1: Introduction to Network Automation with Python
Network Automation Intro
Setting Up Your Env
Connecting to Devices
Unit 2: Netmiko for Network Configuration
Netmiko Basics
Config Changes w/ Netmiko
Netmiko and Data Parsing
Unit 3: Advanced Network Automation Techniques
Automated Backups
Automated Compliance
Network Discovery
Unit 4: Troubleshooting and Validation
Automated Testing
Troubleshooting Scripts
Log Analysis
Unit 5: Integrating with Other Tools
Ansible Integration
API Interactions
Security Automation with Python
Unit 1: Introduction to Security Automation with Python
Sec Automation Intro
Setting Up the Environment
Intro to APIs
Unit 2: Vulnerability Scanning Automation
Automating Nmap Scans
Automating Nessus Scans
OpenVAS Automation
Unit 3: Security Policy Enforcement and Compliance
Policy-as-Code Intro
Automating Compliance
Automating Security Audits
Unit 4: Threat Detection and Incident Response
Log Analysis with Python
SIEM Integration
Incident Response
Threat Intelligence
Reporting
Advanced Python for DevOps
Unit 1: Concurrency and Multithreading
Intro to Concurrency
Threads: A Quick Dive
Thread Synchronization
Thread Pools
Multithreading Pitfalls
Unit 2: Asynchronous Programming
Async Intro
AsyncIO Basics
Async Network Requests
Async File Operations
Async Best Practices
Unit 3: Advanced Error Handling and Optimization
Custom Exceptions
Exception Grouping
Profiling
Memory Management