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Project is to design and implement a web-based GUI for data wrangling, aimed at simplifying the process of managing and transforming tabular datasets. This application will serve as a graphical interface for the powerful Python library, allowing users to perform complex data manipulation tasks without the need for in-depth programming knowledge.

License: Apache License 2.0

dataloom's Introduction

DataLoom

Project is to design and implement a web-based GUI for data wrangling, aimed at simplifying the process of managing and transforming tabular datasets. This application will serve as a graphical interface for the powerful Python library, allowing users to perform complex data manipulation tasks without the need for in-depth programming knowledge.

dataloom's People

Contributors

charithccmc avatar

Stargazers

Wei Wang avatar  avatar Hithesh Jay avatar Sahan Dissanayaka avatar

Watchers

 avatar Ammoniya avatar Wathsara Wishwantha Daluwatta avatar Rubén avatar

dataloom's Issues

Initialization Proposal: Integrate FastAPI into DataLoom Project

Overview

  • This issue proposes initializing the DataLoom project with FastAPI to leverage its robustness, performance, and ease of use for building APIs.

Objective

  • The objective of this issue is to kickstart the DataLoom project by integrating FastAPI as the framework for developing the backend application.

Tasks

1. Create Application Structure:

  • Define the basic directory structure for the repository.
    • /backend - Backend source code.
    • /frontend - Frontend source code.

2. Setup FastAPI Environment:

  • Create a Python virtual environment under /backend directory to maintain project isolation.
  • Install FastAPI and its dependencies.
  • Set up initial files as main.py and requirements.txt under /backend directory.

3. Implement Basic FastAPI Endpoint:

  • Develop a foundational FastAPI endpoint to validate the integration.
  • This endpoint should ideally return a basic response ("Hello World") to verify the application's functionality.

Apply to GSOC

I want to apply for this project in GSoC. My skills match the required skills.

I have strong knowledge of front-end and back-end web development in the JavaScript language, and I have built many projects, some of which use real-time and others that deal with uploading, viewing, downloading data and exporting it to files.

I also dealt with the Python language and its libraries such as Pandas, Numpy and Matplotlib.

I have a strong knowledge of the fundamental of computer science such as databases, data structures, algorithms, problem solving, and object-oriented programming.

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