📊 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
Conduits - A Declarative Pipelining Tool For Pandas

Conduits - A Declarative Pipelining Tool For Pandas Traditional tools for declaring pipelines in Python suck. They are mostly imperative, and can some

Kale Miller 7 Nov 21, 2021
An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

qgrid Qgrid is a Jupyter notebook widget which uses SlickGrid to render pandas DataFrames within a Jupyter notebook. This allows you to explore your D

Quantopian, Inc. 2.9k Jan 08, 2023
PySpark bindings for H3, a hierarchical hexagonal geospatial indexing system

h3-pyspark: Uber's H3 Hexagonal Hierarchical Geospatial Indexing System in PySpark PySpark bindings for the H3 core library. For available functions,

Kevin Schaich 12 Dec 24, 2022
PCAfold is an open-source Python library for generating, analyzing and improving low-dimensional manifolds obtained via Principal Component Analysis (PCA).

PCAfold is an open-source Python library for generating, analyzing and improving low-dimensional manifolds obtained via Principal Component Analysis (PCA).

Burn Research 4 Oct 13, 2022
Big Data & Cloud Computing for Oceanography

DS2 Class 2022, Big Data & Cloud Computing for Oceanography Home of the 2022 ISblue Big Data & Cloud Computing for Oceanography class (IMT-A, ENSTA, I

Ocean's Big Data Mining 5 Mar 19, 2022
This is an analysis and prediction project for house prices in King County, USA based on certain features of the house

This is a project for analysis and estimation of House Prices in King County USA The .csv file contains the data of the house and the .ipynb file con

Amit Prakash 1 Jan 21, 2022
Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

Amundsen 3.7k Jan 03, 2023
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
Gathering data of likes on Tinder within the past 7 days

tinder_likes_data Gathering data of Likes Sent on Tinder within the past 7 days. Versions November 25th, 2021 - Functionality to get the name and age

Alex Carter 12 Jan 05, 2023
Template for a Dataflow Flex Template in Python

Dataflow Flex Template in Python This repository contains a template for a Dataflow Flex Template written in Python that can easily be used to build D

STOIX 5 Apr 28, 2022
This repo contains a simple but effective tool made using python which can be used for quality control in statistical approach.

📈 Statistical Quality Control 📉 This repo contains a simple but effective tool made using python which can be used for quality control in statistica

SasiVatsal 8 Oct 18, 2022
Repository created with LinkedIn profile analysis project done

EN/en Repository created with LinkedIn profile analysis project done. The datase

Mayara Canaver 4 Aug 06, 2022
TextDescriptives - A Python library for calculating a large variety of statistics from text

A Python library for calculating a large variety of statistics from text(s) using spaCy v.3 pipeline components and extensions. TextDescriptives can be used to calculate several descriptive statistic

150 Dec 30, 2022
Wafer Fault Detection - Wafer circleci with python

Wafer Fault Detection Problem Statement: Wafer (In electronics), also called a slice or substrate, is a thin slice of semiconductor, such as a crystal

Avnish Yadav 14 Nov 21, 2022
Intercepting proxy + analysis toolkit for Second Life compatible virtual worlds

Hippolyzer Hippolyzer is a revival of Linden Lab's PyOGP library targeting modern Python 3, with a focus on debugging issues in Second Life-compatible

Salad Dais 6 Sep 01, 2022
Repositori untuk menyimpan material Long Course STMKGxHMGI tentang Geophysical Python for Seismic Data Analysis

Long Course "Geophysical Python for Seismic Data Analysis" Instruktur: Dr.rer.nat. Wiwit Suryanto, M.Si Dipersiapkan oleh: Anang Sahroni Waktu: Sesi 1

Anang Sahroni 0 Dec 04, 2021
GWpy is a collaboration-driven Python package providing tools for studying data from ground-based gravitational-wave detectors

GWpy is a collaboration-driven Python package providing tools for studying data from ground-based gravitational-wave detectors. GWpy provides a user-f

GWpy 342 Jan 07, 2023
Pip install minimal-pandas-api-for-polars

Minimal Pandas API for Polars Install From PyPI: pip install minimal-pandas-api-for-polars Example Usage (see tests/test_minimal_pandas_api_for_polars

Austin Ray 6 Oct 16, 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
DefAP is a program developed to facilitate the exploration of a material's defect chemistry

DefAP is a program developed to facilitate the exploration of a material's defect chemistry. A large number of features are provided and rapid exploration is supported through the use of autoplotting

6 Oct 25, 2022