Project: Map2LGD LGD Mapping App🌐🗺️

Description:

Map2LGD is not just an app; it’s an exploration of data-driven cartography. This LGD (Local Government Directory) Mapping App redefines the process of mapping LGD codes across India’s diverse administrative levels. Whether you’re a seasoned researcher, a meticulous data analyst, or someone captivated by India’s geography, Map2LGD transforms mapping into an intuitive and seamless experience.

Basic Information

• Objective: Facilitate the mapping of LGD codes for states, districts, sub-districts, blocks, gram panchayats, and villages in India.
• Features:
  • Streamlined mapping process for various administrative levels.
  • Dynamic handling of unmatched names by updating variations for accurate mapping.

Technology Stack

• Language: Python
• Library: Streamlit

Architecture

The Map2LGD app follows a modular architecture, combining the power of Python and the Streamlit library. From import statements to page routing, main app logic, mapping functions, and utility functions, each component contributes to an engaging and efficient mapping experience.

Web Interface

Crafted with Streamlit’s magic, the web interface is not just a UI; it’s a journey. Buttons, file uploaders, data displays, and interactive elements guide users seamlessly through the mapping process.

Key Achievements

• Successfully streamlined the mapping process for diverse administrative levels.
• Implemented a robust system for handling unmatched names, enhancing the accuracy of mapping.

Link to Repository

Map2LGD Repository

Take a Dive into the Data-Driven Wonders of Map2LGD! 🚀🗺️💡

Wasabi File Management Toolkit

Overview

The Wasabi File Management Toolkit is a comprehensive package designed to streamline file uploads, facilitate folder creation, and simplify authentication processes within the Wasabi environment. Originally developed as an internal tool for a dedicated team, it has now been made public, offering a robust solution for developers seeking efficient Wasabi workflows.

Problem Statement

Managing files and folders in the Wasabi cloud can be a complex task, especially when dealing with large datasets and intricate organizational structures. Existing tools may lack the simplicity and customization required for seamless integration into various projects. Developers often face challenges in creating a unified solution for file uploads, folder creation, and authentication in the Wasabi environment.

Key Features

1. File Upload Simplification:
   • Intuitive scripts for hassle-free file uploads to Wasabi storage.
   • Efficient handling of large files and batch uploads.
2. Folder Creation Automation:
   • Easy-to-use scripts to create folders on the Wasabi cloud, enhancing organizational structure.
   • Recursive folder creation for scalable project management.
3. Wasabi Authentication Integration:
   • Seamless authentication process with Wasabi for secure access to storage.
   • Support for API keys and token-based authentication.
4. PyPI Hosting:
   • Published on the Python Package Index (PyPI) for easy installation and integration.
   • Simple pip install command to incorporate the toolkit into your Python projects.
5. Customization and Extensibility:
   • Well-documented codebase to serve as a solid foundation for customization.
   • Easily extend functionality for unique project requirements.
6. Internal Tool to Public Release:
   • Initially developed as an internal tool for a specific team’s needs.
   • Now publicly available on GitHub, fostering collaboration and community contributions.

Getting Started

1. Installation

pip install wasabit

Link to Repository

Wasabit