{"id":13595447,"url":"https://github.com/techiescamp/python-for-devops","last_synced_at":"2025-10-18T04:16:19.807Z","repository":{"id":59449099,"uuid":"526891835","full_name":"techiescamp/python-for-devops","owner":"techiescamp","description":"Python for DevOps repo with useful python scripts to learn and implement in your day-to-day devops automation tasks.","archived":false,"fork":false,"pushed_at":"2025-03-27T05:48:47.000Z","size":29,"stargazers_count":430,"open_issues_count":1,"forks_count":342,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-04-11T21:48:49.186Z","etag":null,"topics":["boto3","devops","devops-automation","devops-scripts","python","python-for-devops","python-scripts","python3","scripting"],"latest_commit_sha":null,"homepage":"https://devopscube.com/python-for-devops/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/techiescamp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-08-20T10:17:18.000Z","updated_at":"2025-04-03T09:38:42.000Z","dependencies_parsed_at":"2024-01-14T06:04:19.189Z","dependency_job_id":"c13db44f-d560-49a1-bf51-ac84b076e9b7","html_url":"https://github.com/techiescamp/python-for-devops","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techiescamp%2Fpython-for-devops","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techiescamp%2Fpython-for-devops/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techiescamp%2Fpython-for-devops/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techiescamp%2Fpython-for-devops/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/techiescamp","download_url":"https://codeload.github.com/techiescamp/python-for-devops/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254319720,"owners_count":22051073,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["boto3","devops","devops-automation","devops-scripts","python","python-for-devops","python-scripts","python3","scripting"],"created_at":"2024-08-01T16:01:50.170Z","updated_at":"2025-10-18T04:16:14.757Z","avatar_url":"https://github.com/techiescamp.png","language":"Python","readme":"\n# Python for DevOps: 8-Week Learning Roadmap\n\nIf you want to understand the importance of python for DevOps, please read the [detailed python for DevOps guide](https://devopscube.com/python-for-devops/).\n\n## 📌 Overview\n\nThis roadmap is designed to help DevOps Engineers and Platform Engineers master Python for automation, cloud operations, infrastructure as code, and Kubernetes. The curriculum includes hands-on projects that mimic real-world DevOps tasks using industry tools like Docker, Terraform, Kubernetes, and CI/CD pipelines.\n\nBy the end of this roadmap, you'll:\n- Automate repetitive tasks with Python\n- Work with cloud APIs and infrastructure automation\n- Build Python-based DevOps tools and microservices\n- Deploy containerized apps with Docker and Kubernetes\n- Use AI-powered tools like LlamaIndex \u0026 GenAI for DevOps\n- Be fully prepared for Python-based DevOps interviews\n\n## 👨‍💻 Python Learning Resources\n\nIf you are looking for a guided way to learn Python from scratch., I recommend the following resources.\n\n1. [learnpython.org](https://www.learnpython.org/)\n2. [Learn Python 3 from Scratch](https://www.educative.io/courses/learn-python-3-from-scratch?aff=KNLz)\n3. [Python for Beginners – Full Video Course](https://www.youtube.com/watch?v=eWRfhZUzrAc)\n\n## 🚀 Week 1: Python Fundamentals for DevOps\n\n### 🎯 Goal: Learn the basics of Python for scripting and automation.\n\n✅ Python syntax, variables, loops, functions, and error handling  \n✅ Working with files (reading, writing, and parsing logs)  \n✅ Interacting with OS processes (`subprocess`, `os` modules)  \n✅ Installing and managing packages with `pip` and `venv`  \n\n**🔨 Hands-on Project:**\n- Write a Python script to automate log parsing from `/var/log/` and extract useful insights.\n- Create a script that monitors CPU \u0026 memory usage using the `psutil` library.\n\n## 🛠 Week 2: Automating DevOps Tasks with Python\n\n### 🎯 Goal: Automate daily DevOps operations.\n\n✅ Working with APIs (`requests` library for REST APIs)  \n✅ Automating SSH tasks (`paramiko` for remote execution)  \n✅ Automating cloud operations with AWS/GCP SDKs (`boto3` and `google-cloud-sdk`)  \n✅ Writing CLI tools with `argparse`  \n\n**🔨 Hands-on Project:**\n- Build a Python script that automates AWS EC2 instance management (start, stop, terminate instances).\n- Create a CLI tool that checks the status of Kubernetes pods using `kubectl` and `subprocess`.\n\n## 🐳 Week 3: Docker \u0026 Python for Containerized Applications\n\n### 🎯 Goal: Learn to containerize Python applications for DevOps automation.\n\n✅ Writing Dockerfiles for Python apps  \n✅ Running Python scripts inside containers  \n✅ Docker Compose for multi-container apps  \n✅ Working with Python SDK for Docker (`docker-py`)  \n\n**🔨 Hands-on Project:**\n- Build a Python script to manage Docker containers (start, stop, restart, delete containers).\n- Create a Flask API that returns system metrics (CPU, RAM) and deploy it in a Docker container.\n\n## 🔧 Week 4: Infrastructure as Code (IaC) with Python\n\n### 🎯 Goal: Automate infrastructure provisioning with Python.\n\n✅ Terraform automation with Python (`python-terraform`)  \n✅ Working with Ansible and Python (`ansible-runner`)  \n✅ Writing Python scripts to automate Kubernetes YAML generation  \n✅ Using `Fabric` for remote automation  \n\n**🔨 Hands-on Project:**\n- Write a Python script that provisions AWS infrastructure (VPC, EC2, S3) using Terraform.\n- Automate Ansible playbook execution using Python.\n\n## ☸️ Week 5: Kubernetes Automation with Python\n\n### 🎯 Goal: Automate Kubernetes operations using Python.\n\n✅ Working with Kubernetes Python SDK (`kubernetes` library)  \n✅ Managing Kubernetes objects dynamically with Python  \n✅ Writing Admission Webhooks in Python  \n✅ Automating Helm deployments with Python  \n\n**🔨 Hands-on Project:**\n- Write a Python script that dynamically creates and deletes Kubernetes namespaces.\n- Build a Mutating Admission Webhook to enforce security policies in a cluster.\n\n## 🔍 Week 6: Python for Security \u0026 Monitoring in DevOps.\n\n### 🎯 Goal: Secure infrastructure and monitor logs with Python.\n\n✅ Parsing and analyzing logs (`loguru`, `logging`)  \n✅ Security automation (checking misconfigurations with `PyInfra`)  \n✅ Python for **SIEM (Security Information \u0026 Event Management)**  \n✅ Automating RBAC checks for Kubernetes  \n\n**🔨 Hands-on Project:**\n- Build a tool that checks Kubernetes RBAC permissions and finds over-privileged service accounts.\n- Automate security scanning of container images using Trivy and Python.\n\n## 🤖 Week 7: GenAI \u0026 LlamaIndex for DevOps\n\n### 🎯 Goal: Use AI for DevOps workflows with Python.\n\n✅ Introduction to **LlamaIndex \u0026 GenAI for DevOps**  \n✅ Automating incident response with AI-driven bots  \n✅ Generating YAML/JSON configurations using AI  \n✅ AI-powered log analysis using `LangChain` \u0026 `OpenAI API`  \n\n**🔨 Hands-on Project:**\n- Build an AI-powered chatbot that suggests Kubernetes troubleshooting steps.\n- Develop an AI-based log anomaly detection system that detects security threats.\n\n\n## 🤖 Week 8: Agentic AI \n\n### 🎯 Goal: Implement advanced AI-driven DevOps automation\n\n✅ Understanding Agentic AI for DevOps  \n✅ AI-driven CI/CD pipeline optimization  \n✅ Automating incident remediation using AI agents  \n✅ Integrating AI with monitoring tools (Prometheus, Grafana)  \n\n## 💼 Final Capstone Projects\n\n1️⃣ **DevOps Dashboard API:** Build a FastAPI app that displays real-time Kubernetes metrics.  \n2️⃣ **Self-Healing Kubernetes System:** AI-powered Kubernetes operator that auto-heals pods based on anomaly detection.  \n3️⃣ **Intelligent CI/CD Analyzer:** AI-driven CI/CD log analyzer that suggests fixes based on failure patterns.\n\n## 📢 Next Steps\n\n- Contribute to Open Source Python DevOps projects\n- Deploy Python automation scripts in production Kubernetes environments\n- Prepare for DevOps interviews with Python scripting questions\n- Build AI-powered DevOps tools using LangChain \u0026 LlamaIndex\n\n🔥 Ready to Master Python for DevOps? Let’s Get Started! 🚀\n\n","funding_links":[],"categories":["Python"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftechiescamp%2Fpython-for-devops","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftechiescamp%2Fpython-for-devops","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftechiescamp%2Fpython-for-devops/lists"}