abhishek-kumar09/autobot

An ML marketplace to host your data and use others for up and running your next ML Model

AutoBot

Project Description

Title	Description
Why AutoBot	For all the ML developers out there, getting the dataset that matches the criteria for your Machine Learning Model is hard. We get it. That is why we created Auto Bot to help you buy/auction/sell the dataset of your choices.
What it does	AutoBot is the ultimate marketplace for all the ML developers looking for the right kind of resources for your apps. Find & Search for datasets that can train your model, test your model, and develop your model.
How it works	Buying & Selling datasets have never been easier, until now! Built with powerful search tools like Algolia, AutoBot helps you find the resources you need without wading through reams of information on the internet- saving your valuable time as a developer and making you more productive than ever.

Getting Started

Contributions and PR

• PRs should be generated against development.
• Remember to run npm run lint:fix before creating pull request.
• Netlify will create a preview inside pull request, please check if your work is fine.
• When in doubt, ask your queries on discussions

Take a look at the Contribution Guidelines and open a new Issue or Pull Request on GitHub.

Build Setup

# install dependencies
npm install

# development run
npm run start

# build for production
npm run build

Firebase Setup

Create your firebase project Fill in the environment variables in .env file in root directory

Adding Variables Local To Your Environment

Windows

To setup api key, App Id, and your search index on windows as environment variables,

Hit Win+R > type cmd.exe, followed by the commands

set "ALG_ADM_API_KEY=replace_with_algolia_admin_key" && npm start

set "ALG_APP_ID=replace_with_algolia_app_id" && npm start

set "ALG_IDX=replace_with_your_index" && npm start

or, Win+R > type powershell, followed by the command

($env:ALG_ADM_API_KEY = "replace_with_algolia_admin_key") -and (npm start)

($env:ALG_APP_ID = "replace_with_algolia_app_id") -and (npm start)

($env:ALG_IDX = "replace_with_your_index") -and (npm start)

Linux & macOS

To setup api key, App Id, and your search index on Linux & macOS as environment variables,

Bash:

ALG_ADM_API_KEY=replace_with_algolia_admin_key npm start

ALG_APP_ID=replace_with_algolia_app_id npm start

ALG_IDX=replace_with_your_index npm start

autobot's Issues

Remove traces of react template

Title

The website was initially made using react-material-ui template, but it is not using it anymore so the code is still there, we want to remove those portions to unload the heavy codebase.

Solution

Go to routes, see which routes are used and remove the rest of the files and components that are not being used.

Fix only header for Mob view

The mobile view is breaking badly, we have to do something for it.

Improve Auction Page

Title

The auction Page does not show up as expected.

Description

A loading message is displayed with no updates on the status.

Solution

1. Add appropriate toasts for the unavailability of auctions at the given moment.
2. Redirect to previous page or homepage.

Add Train/Test/Dev Set Type

Specify which type of dataset is available inside the cards as an attribute or label.

Make Website Responsive for Mobile Screens

Title

Currently the header and some other parts break on mobile, we need to make it responsive

Add Auction page and create hashlinks and add add More form Fields for selling

Add Sell page and make forms more accurate

z-index error: buttons overlap the header.

The buttons under the auction section (https://myautobot.netlify.app/auction) intervene with the page header.

Add firebase authentication

Add firebase authentication with the underlying UI

Cache Database with redis to overcome waiting time for the firebase firestore

Cache Database with redis to overcome waiting time for the firebase firestore.

Currently, firestore docs are fetched each time some one goes to the route of auction.
We can help it wiith caching data and some other workarounds to solve the latency and wait time.

Suggestions are welcome.

Add Auction form and enable firestore datastore

...continued
Also remove signup

Usage of dotenv variables instead of direct key substitutions

AutoBot/src/firebase/index.js

Line 6 in c6c0d5f

const config = {

Add contributing template

A contrib guideline can look something similar to the one described below:

Title

That's right, a simple description for issue/pr can go here

description

Oh! Love the descriptions.

Solution

Appropriate workaorunds.

Add Stripe as our payment Method

Add Stripe as the payment Method:

Docker for React

Docker file for React

Makes it easy to setup local environments