๐Ÿ“Š 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 โœจ

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
Data pipelines built with polars

valves Warning: the project is very much work in progress. Valves is a collection of functions for your data .pipe()-lines. This project aimes to host

14 Jan 03, 2023
An orchestration platform for the development, production, and observation of data assets.

Dagster An orchestration platform for the development, production, and observation of data assets. Dagster lets you define jobs in terms of the data f

Dagster 6.2k Jan 08, 2023
Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis

Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis. You write a high level configuration file specifying your in

Blue Collar Bioinformatics 917 Jan 03, 2023
ped-crash-techvol: Texas Ped Crash Tech Volume Pack

ped-crash-techvol: Texas Ped Crash Tech Volume Pack In conjunction with the Final Report "Identifying Risk Factors that Lead to Increase in Fatal Pede

Network Modeling Center; Center for Transportation Research; The University of Texas at Austin 2 Sep 28, 2022
Find exposed data in Azure with this public blob scanner

BlobHunter A tool for scanning Azure blob storage accounts for publicly opened blobs. BlobHunter is a part of "Hunting Azure Blobs Exposes Millions of

CyberArk 250 Jan 03, 2023
๐ŸŒ Create 3d-printable STLs from satellite elevation data ๐ŸŒ

mapa ๐ŸŒ Create 3d-printable STLs from satellite elevation data Installation pip install mapa Usage mapa uses numpy and numba under the hood to crunch

Fabian Gebhart 13 Dec 15, 2022
A tax calculator for stocks and dividends activities.

Revolut Stocks calculator for Bulgarian National Revenue Agency Information Processing and calculating the required information about stock possession

Doino Gretchenliev 200 Oct 25, 2022
Using Data Science with Machine Learning techniques (ETL pipeline and ML pipeline) to classify received messages after disasters.

Using Data Science with Machine Learning techniques (ETL pipeline and ML pipeline) to classify received messages after disasters.

1 Feb 11, 2022
Airflow ETL With EKS EFS Sagemaker

Airflow ETL With EKS EFS & Sagemaker (en desarrollo) Diagrama de la soluciรณn Imp

1 Feb 14, 2022
Feature engineering and machine learning: together at last

Feature engineering and machine learning: together at last! Lambdo is a workflow engine which significantly simplifies data analysis by unifying featu

Alexandr Savinov 14 Sep 15, 2022
Produces a summary CSV report of an Amber Electric customer's energy consumption and cost data.

Amber Electric Usage Summary This is a command line tool that produces a summary CSV report of an Amber Electric customer's energy consumption and cos

Graham Lea 12 May 26, 2022
Office365 (Microsoft365) audit log analysis tool

Office365 (Microsoft365) audit log analysis tool The header describes it all WHY?? The first line of code was written long time before other colleague

Anatoly 1 Jul 27, 2022
Methylation/modified base calling separated from basecalling.

Remora Methylation/modified base calling separated from basecalling. Remora primarily provides an API to call modified bases for basecaller programs s

Oxford Nanopore Technologies 72 Jan 05, 2023
Convert monolithic Jupyter notebooks into Ploomber pipelines.

Soorgeon Join our community | Newsletter | Contact us | Blog | Website | YouTube Convert monolithic Jupyter notebooks into Ploomber pipelines. soorgeo

Ploomber 65 Dec 16, 2022
A 2-dimensional physics engine written in Cairo

A 2-dimensional physics engine written in Cairo

Topology 38 Nov 16, 2022
Data analysis and visualisation projects from a range of individual projects and applications

Python-Data-Analysis-and-Visualisation-Projects Data analysis and visualisation projects from a range of individual projects and applications. Python

Tom Ritman-Meer 1 Jan 25, 2022
Building house price data pipelines with Apache Beam and Spark on GCP

This project contains the process from building a web crawler to extract the raw data of house price to create ETL pipelines using Google Could Platform services.

1 Nov 22, 2021
Basis Set Format Converter

Basis Set Format Converter Repository for the online tool that allows you to enter a basis set in the form of text input for a variety of Quantum Chem

Manas Sharma 3 Jun 27, 2022
Finding project directories in Python (data science) projects, just like there R rprojroot and here packages

Find relative paths from a project root directory Finding project directories in Python (data science) projects, just like there R here and rprojroot

Daniel Chen 102 Nov 16, 2022
Instant search for and access to many datasets in Pyspark.

SparkDataset Provides instant access to many datasets right from Pyspark (in Spark DataFrame structure). Drop a star if you like the project. ๐Ÿ˜ƒ Motiv

Souvik Pratiher 31 Dec 16, 2022