📊 Python Flask game that consolidates data from Nasdaq, allowing the user to practice buying and selling stocks.

Overview

forthebadge made-with-python

Build Status Coverage Status License: MIT Gitmoji

Web Trader

Web Trader is a trading website that consolidates data from Nasdaq, allowing the user to search up the ticker symbol and price of any stock. I employed HTML and CSS to format all the pages and used Python for the back end development. All of the user information, transactions, holdings, and balances are stored in a SQLite3 database. Not only can users search up stocks, they can buy and sell using their own funds. The goal is to end up with a large profit.

Setup

  • Clone (or download) the repository:
git clone [email protected]:Paulinakhew/web_trader.git
  • Download all the necessary packages:
  • MacOS Users
$ pip3 install -r requirements.txt
  • Linux Users
$ pip install -r requirements.txt
  • Create the sqlite3 database:
$ python3 schema.py
  • Seed the database:
$ python3 seed.py
  • Install pre-commit hook:
pre-commit install
  • Run the app locally:
$ python3 controller.py

Example Photos

This is the login menu where you can login or create a new user account. Login menu

This is the main menu that opens after you log in. Main menu

The dashboard is where you can see all of your previous transactions as well as current holdings. Dashboard

This page lets the user lookup ticker symbols and the last prices of stocks. Lookup and Quote Menu

The buy and sell menu lets the user input the ticker symbol and quantity of the stock that they want to purchase/sell. Buy and Sell Menu

SQLite3 Database

The database is created using SQLite3. There are five tables in total, each serving a different purpose. For example, the transactions table is used to store the date, number of shares, and ticker symbols of all the users' purchases. This is the code for the transactions table:

CREATE TABLE transactions(
    pk INTEGER PRIMARY KEY AUTOINCREMENT,
    ticker_symbol TEXT,
    num_shares FLOAT,
    owner_username INTEGER,
    last_price FLOAT,
    date TEXT,
    FOREIGN KEY(owner_username) REFERENCES user(username)
);

API

I used the flask_restful extension to create an api. The endpoints are as follows:

'/users'
'/transactions'
'/transactions/
   
    '
'/holdings/
    
     '

    
   

Testing

I use GitHub actions and Pytest to test the project. You can see the tests here. I also have the API Key for the Intrinio API set up as a Secret. Secrets are environment variables that are encrypted and only exposed to selected actions. Anyone with collaborator access to this repository can use these secrets in a workflow.

Security

Instead of storing passwords as plaintext, I stored the salt and the hash of the password. When users try to log in, the hashed password is compared to the hash in the database.

pwdhash = hashlib.pbkdf2_hmac(
    'sha512',
    password.encode('utf-8'),
    salt.encode('ascii'),
    100000
)

New Features

Feel free to create a GitHub issue for this repository if you have any new ideas!

Owner
Paulina Khew
Third year Systems Design Engineering student at the University of Waterloo. Developer intern at Shopify on the Docs and API Libraries team.
Paulina Khew
.npy, .npz, .mtx converter.

npy-converter Matrix Data Converter. Expand matrix for multi-thread, multi-process Divid matrix for multi-thread, multi-process Support: .mtx, .npy, .

taka 1 Feb 07, 2022
Synthetic Data Generation for tabular, relational and time series data.

An Open Source Project from the Data to AI Lab, at MIT Website: https://sdv.dev Documentation: https://sdv.dev/SDV User Guides Developer Guides Github

The Synthetic Data Vault Project 1.2k Jan 07, 2023
Data imputations library to preprocess datasets with missing data

Impyute is a library of missing data imputation algorithms. This library was designed to be super lightweight, here's a sneak peak at what impyute can do.

Elton Law 329 Dec 05, 2022
Udacity-api-reporting-pipeline - Udacity api reporting pipeline

udacity-api-reporting-pipeline In this exercise, you'll use portions of each of

Fabio Barbazza 1 Feb 15, 2022
Two phase pipeline + StreamlitTwo phase pipeline + Streamlit

Two phase pipeline + Streamlit This is an example project that demonstrates how to create a pipeline that consists of two phases of execution. In betw

Rick Lamers 1 Nov 17, 2021
Autopsy Module to analyze Registry Hives based on bookmarks provided by EricZimmerman for his tool RegistryExplorer

Autopsy Module to analyze Registry Hives based on bookmarks provided by EricZimmerman for his tool RegistryExplorer

Mohammed Hassan 13 Mar 31, 2022
A simple and efficient tool to parallelize Pandas operations on all available CPUs

Pandaral·lel Without parallelization With parallelization Installation $ pip install pandarallel [--upgrade] [--user] Requirements On Windows, Pandara

Manu NALEPA 2.8k Dec 31, 2022
A Python Tools to imaging the shallow seismic structure

ShallowSeismicImaging Tools to imaging the shallow seismic structure, above 10 km, based on the ZH ratio measured from the ambient seismic noise, and

Xiao Xiao 9 Aug 09, 2022
CleanX is an open source python library for exploring, cleaning and augmenting large datasets of X-rays, or certain other types of radiological images.

cleanX CleanX is an open source python library for exploring, cleaning and augmenting large datasets of X-rays, or certain other types of radiological

Candace Makeda Moore, MD 20 Jan 05, 2023
General Assembly's 2015 Data Science course in Washington, DC

DAT8 Course Repository Course materials for General Assembly's Data Science course in Washington, DC (8/18/15 - 10/29/15). Instructor: Kevin Markham (

Kevin Markham 1.6k Jan 07, 2023
Driver Analysis with Factors and Forests: An Automated Data Science Tool using Python

Driver Analysis with Factors and Forests: An Automated Data Science Tool using Python 📊

Thomas 2 May 26, 2022
Orchest is a browser based IDE for Data Science.

Orchest is a browser based IDE for Data Science. It integrates your favorite Data Science tools out of the box, so you don’t have to. The application is easy to use and can run on your laptop as well

Orchest 3.6k Jan 09, 2023
A multi-platform GUI for bit-based analysis, processing, and visualization

A multi-platform GUI for bit-based analysis, processing, and visualization

Mahlet 529 Dec 19, 2022
Working Time Statistics of working hours and working conditions by industry and company

Working Time Statistics of working hours and working conditions by industry and company

Feng Ruohang 88 Nov 04, 2022
PyChemia, Python Framework for Materials Discovery and Design

PyChemia, Python Framework for Materials Discovery and Design PyChemia is an open-source Python Library for materials structural search. The purpose o

Materials Discovery Group 61 Oct 02, 2022
Display the behaviour of a realtime program with a scope or logic analyser.

1. A monitor for realtime MicroPython code This library provides a means of examining the behaviour of a running system. It was initially designed to

Peter Hinch 17 Dec 05, 2022
Analyse the limit order book in seconds. Zoom to tick level or get yourself an overview of the trading day.

Analyse the limit order book in seconds. Zoom to tick level or get yourself an overview of the trading day. Correlate the market activity with the Apple Keynote presentations.

2 Jan 04, 2022
A set of functions and analysis classes for solvation structure analysis

SolvationAnalysis The macroscopic behavior of a liquid is determined by its microscopic structure. For ionic systems, like batteries and many enzymes,

MDAnalysis 19 Nov 24, 2022
The lastest all in one bombing tool coded in python uses tbomb api

BaapG-Attack is a python3 based script which is officially made for linux based distro . It is inbuit mass bomber with sms, mail, calls and many more bombing

59 Dec 25, 2022