I built a lightweight Network Traffic Analyzer in Python to better understand how traffic flows through a computer. 🔹 Captures live packets with Scapy 🔹 Tracks bandwidth usage in real time 🔹 Highlights top protocols 🔹 Lists active connections with psutil 🔹 Visualizes results using Matplotlib This project was a great way to combine networking knowledge with Python scripting and data visualization. Next, I’m planning to extend it with alerts for unusual traffic patterns. 📌 Code here: [https://lnkd.in/eYa6-HqH] #Python #Networking #Projects #LearningByDoing
Built a Python Network Traffic Analyzer with Scapy, Matplotlib
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⏱️ Python Snippet: Process Timeout Manager Ever had a command hang forever and freeze your workflow? ⚠️ This snippet runs shell commands with a safe timeout — killing them if they take too long. ✅ Timeout handling to prevent stuck processes ✅ Clean output: stdout, stderr, return code ✅ Perfect for automation, CI/CD, and monitoring scripts 💡 Example Output: ✅ Output: PING google.com (142.250.181.78): 56 data bytes 64 bytes from 142.250.181.78: icmp_seq=0 ttl=118 time=14.5 ms 64 bytes from 142.250.181.78: icmp_seq=1 ttl=118 time=13.9 ms A must-have for production scripts and automation pipelines 🚀 #Python #SystemUtilities #BestPractices #DataDrivenInsights
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🐍 𝗣𝘆𝘁𝗵𝗼𝗻 𝗧𝗶𝗽: The 𝗮𝗯𝗰 module is your contract enforcer When you build a base class and want all subclasses to implement certain methods, use 𝗔𝗯𝘀𝘁𝗿𝗮𝗰𝘁 𝗕𝗮𝘀𝗲 𝗖𝗹𝗮𝘀𝘀𝗲𝘀 (𝗔𝗕𝗖). 💡 𝗧𝗵𝗶𝗻𝗸 𝗼𝗳 𝗶𝘁 𝘁𝗵𝗶𝘀 𝘄𝗮𝘆: If you inherit from an 𝗔𝗯𝘀𝘁𝗿𝗮𝗰𝘁 𝗕𝗮𝘀𝗲 𝗖𝗹𝗮𝘀𝘀, you promise to implement its methods. 𝗜𝘁 𝗸𝗲𝗲𝗽𝘀 𝘆𝗼𝘂𝗿 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 𝗰𝗹𝗲𝗮𝗻, 𝘀𝗮𝗳𝗲, 𝗮𝗻𝗱 𝗲𝗮𝘀𝘆 𝘁𝗼 𝗲𝘅𝘁𝗲𝗻𝗱. 🚀 In the below image: 𝗮𝗯𝗰 creates a contract, i.e, any subclass of 𝗦𝗵𝗮𝗽𝗲 must implement area(), or 𝗣𝘆𝘁𝗵𝗼𝗻 will block instantiation with a 𝗧𝘆𝗽𝗲𝗘𝗿𝗿𝗼𝗿. #Python #CleanCode #OOP #CodeQuality #PythonTips
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Our support for py 3.14 is in beta 😉 We now provide experimental (beta-level) support for Python 3.14, enabling you to integrate the latest Python features directly into your data loading pipelines. This week was all about Python 3.14 and the sweet taste of π... though the cherry on top was watching the data ecosystem's recipe get rewritten. Also in dlt 1.15, we've added schema export in DBML format for visualizing pipeline designs, enhanced our REST API client with has_more flag support and JSON body pagination, and introduced fine-grained control over Delta Lake streamed execution for performance tuning. 🔗 Read the full release notes here: https://lnkd.in/dRvku2GK #Python314 #dlt #DataEngineering #OpenSource #DataPipelines
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🔥 𝐄𝐯𝐞𝐫 𝐃𝐞𝐛𝐮𝐠𝐠𝐞𝐝 𝐚 𝐏𝐲𝐭𝐡𝐨𝐧 𝐂𝐨𝐧𝐭𝐞𝐱𝐭 𝐌𝐚𝐧𝐚𝐠𝐞𝐫 𝐓𝐡𝐚𝐭 𝐋𝐞𝐚𝐤𝐞𝐝 𝐑𝐞𝐬𝐨𝐮𝐫𝐜𝐞𝐬? I once closed a file in a with block — or so I thought. But hidden async tasks were still running, holding the file open. Turns out, Python 3.11+ finally gave us contextlib.aclosing for async cleanup. ✅ Ensures proper teardown in async contexts ✅ No more dangling sockets/files ✅ Critical for production apps with high I/O 💬 Ever seen a “resource in use” error long after code finished? #Python #AsyncIO #CleanCode #Debugging #AdvancedPython
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The general workflow to create and display maps using the Google Earth Engine (GEE) Python API typically involves the following steps. It's highly recommended to use the geemap Python package in conjunction with the official ee (Earth Engine) API, as it greatly simplifies interactive map visualization in environments like Jupyter Notebook or Google Colab. If you need more about #GIS and #Google_earth_engine, then click the link below. https://lnkd.in/d85WKsQF
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【🐍-Python-Update】‐048‐【Wwise】Creating Object Structures from Templates https://lnkd.in/gxTxFcDt Introducing the Python version of a script using the API added in GOLD1.4.0 to copy Wwise objects 👨💻 By copying and pasting a pre-prepared template object with detailed settings and importing audio files into it, you can skip tedious configuration work ✨ ◆Required Plans ・RIGDOCKS -BRONZE- ・RIGDOCKS -SILVER- ・RIGDOCKS -GOLD-
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Built a simple weather Info using Python + API that shows live weather details for any city. GitHub Link :- https://lnkd.in/gTMyFsB5 How It Works 1. Enter a city name. 2. The program fetches live weather details using the API. 3. Displays temperature, humidity, wind speed. #Python #API #WeatherProject #Coding
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pip install cleanframe I'm excited to announce the release of my first open-source Python library, cleanframe! cleanframe is a lightweight, schema-based data cleaning and validation tool for pandas DataFrames. It's designed to help data professionals save time and effort on repetitive data cleaning tasks. I'd love for you to check it out and let me know what you think! All feedback and contributions are welcome. GitHub: https://lnkd.in/d9K3xwrF Documentation: https://lnkd.in/d62JsxNV #python #pandas #DataScience #DataEngineering #DataCleaning #opensource #ETL
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In GIS work, saving time matters—and Python in ArcGIS Pro can help with that. If you’ve ever had to manually update the display field for multiple layers, you know how repetitive it can be. This post breaks down what the display field is, why it’s important, and how you can use a simple Python script to update it across your map in one go. It’s a small automation, but it makes a big difference—especially when publishing to ArcGIS Online or Enterprise. #ArcGISPro #Python https://ow.ly/t7PA50WIQbM
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"Building Data from the Sky - My Weather CLI Project"☁️ Thrilled to share my latest hands-on project a Python Weather CLI Tool powered by the OpenWeatherMap API This tool fetches live weather updates from multiple cities, stores them efficiently in SQLite, and handles API rate limits smartly using retry logic🔁 Through this project, I explored API integration, JSON parsing, and data automation, gaining a deeper understanding of how real-world systems work behind the scenes💡 🔧Tech Stack: Python | Requests | SQLite |OpenWeatherMap API 🔗GitHub: 👇🏻 https://lnkd.in/gGvrUmFd #Python #ApIIntegration #SQLite #APIs #WeatherData #OpenWeatherMap #TechLearning #DataEngineering
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