Python Data Types and Usage Examples

🚨 Python Program: Find Errors in Logs ```python log = [ "INFO: Server started", "ERROR: Database failed", "WARNING: High CPU" ] for line in log: if "ERROR" in line: print(line) ``` 💡 Real Cloud Support use case: ✔ Identify issues quickly ✔ Automate troubleshooting #Python #CloudSupport #Automation

🚀 Python Automation Script (Real Use Case) ✔ Check API ✔ Check CPU ✔ Print alert ```python import requests, psutil if requests.get("https://api.github.com").status_code != 200: print("API Down") if psutil.cpu_percent() > 80: print("High CPU Usage") ``` 💡 This is how real cloud monitoring works. #Python #CloudSupport #Automation

📜 Python Automation: Log Error Counter ```python count = 0 with open("log.txt") as f: for line in f: if "ERROR" in line: count += 1 print("Total Errors:", count) ``` 💡 Real Cloud Support task: ✔ Quick issue detection #Python #LogAnalysis

📂 File Handling in Python with open("log.txt") as f: data = f.read() Real-world use: ✔ Read logs ✔ Analyze errors Cloud Support = Log analysis #Python #LogAnalysis

🔤 Python Program: Count Vowels ```python text = "cloud computing" vowels = "aeiou" count = 0 for char in text: if char in vowels: count += 1 print("Vowel Count:", count) ``` 💡 Helps in: ✔ String processing ✔ Log/data analysis #Python #Programming

One class swap gave us a 33x p95 improvement. Python's redis-py has two connection pool implementations and we were ofc using the wrong one. The default ConnectionPool apparently holds a single asyncio lock while reconnecting stale connections. TLS handshake takes 1-5ms while every other coroutine on the pod waits. At 500+ rps a few stale reconnects cascade. Coroutines start to pile up behind the lock, timeouts trigger retries, retries pile up more... The funny thing is that Redis server only sits at 10% CPU lol. BlockingConnectionPool moves the reconnect outside the lock. The lock is held for microseconds and the reconnect now happens in parallel.

[Azure Updates] [Launched] Generally Available: Microsoft Agent Framework 1.0. Microsoft Agent Framework is now version 1.0 for both .NET and Python, with stable APIs and a long-term support commitment. Agent Framework 1.0 supports multi-agent orchestration, multi-provider model support, and cross-runtime interoperability via A2A an #azure #azureupdates https://lnkd.in/esqS8KXe

💡 Python Basics: Variables & Data Types ✔ int → numbers ✔ str → text ✔ list → collections Cloud use: Handling logs, configs, and responses. #PythonBasics

You don't need an API key to run AI from Python. Two tools - uv for dependency management - ollama for model management One file - a simple Python script No extras - no Docker - no venv - no cloud bill Here is a quick setup I use for local LLM projects. Swipe to see it. Link in comments. #Python #LocalAI #Ollama #DeveloperTools #AI

🚀 Starting My Python Journey for Cloud Support Why Python? ✔ Automate repetitive tasks ✔ Handle logs & files ✔ Work with APIs Goal: Use Python to solve real cloud problems. #Python #CloudSupport #Learning