MarketDataManager

MarketDatabaseManager

MarketDatabaseManager is your complete solution for interacting with financial assets using a Docker-optimized REST API backed by PostgreSQL.

🔥 Features

• Docker-Optimized REST API: Efficiently interact with a PostgreSQL database stored in the local PostgreSQL app, all via a REST API encapsulated within a Docker container.
• Comprehensive Asset Categorization: Features detailed tables designed specifically for various asset classes, such as equity, cryptocurrency, and commodity futures.
• Asset-Specific Bar Data Tables: Each asset class has its own dedicated bar data table, allowing for detailed financial tracking and analysis.
• User-Friendly: Intuitive methods are at your disposal to add, modify, or delete financial asset data with ease.
• Integrated Client Library: The provided client library facilitates seamless interactions with the API. It acts as a bridge to the local PostgreSQL database, ensuring consistency and efficiency in handling data across all supported asset classes.

🚀 Installation

1️⃣ Install PostgreSQL

• PostgreSQL Official Download

2️⃣ Install Docker

• Docker Desktop Official Download

3️⃣ Create Database

psql -U postgres;

CREATE DATABASE <database_name>;

4️⃣ Clone the repository

git clone https://github.com/anthonyb8/MarketDatabaseManager.git

5️⃣ Set up your environment

Create a .env file in the api directory and insert your database credentials:

DATABASE_URL = "postgresql://<user>:<password>@host.docker.internal/<database_name>"

⚠️ Note: If Docker isn't running locally, replace host.docker.internal with the appropriate host.

6️⃣ Dockerize

From the root MarketDatabaseManager directory, run the following commands to build and start the Docker container:

docker-compose build

docker-compose up -d

7️⃣ Install the client library

While in the root directory of your project (not the MarketDatabaseManager directory), execute the following commands to set up the virtual environment and install the client library:

python3.10 -m venv venv

source venv/bin/activate

pip install MarketDataManager

📌 Examples

Create Database Tables

from MarketDataManager import Client

client = Client()
client.create_tables()

Create Asset

new_asset = {
    "ticker" : "AAPL", 
    "type" : "equity"
}
client.create_asset(asset = new_asset)

Add Asset Details

asset_details = {
    'company_name' : 'Apple Inc.',
    'exchange' : 'NASDAQ',
    'currency' :  'USD',
    'industry' : 'Technology',
    'description' : 'Equity for Apple Inc. a technologies producer.',
    'market_cap' : 100000,
    'shares_outstanding' : 100000
}
client.create_asset_details(ticker="AAPL", asset_type="equity",data=asset_details)

Add Asset Bardata

asset_bardata =  [
    {
        'date' : '2023-01-01',
        'open': 100.0,
        'close': 101.0,
        'high': 102.0,
        'low': 103,
        'volume': 109,
        'adjusted_close' : 1100.0
    }, 
    {
        'date' : '2023-01-02',
        'open': 100.0,
        'close': 101.0,
        'high': 102.0,
        'low': 103,
        'volume': 109,
        'adjusted_close' : 1100.0
    }
]
client.create_bardata(ticker="AAPL", asset_type="equity", data=asset_bardata)

📜 License

This project is licensed under the Apache License, Version 2.0. Get a copy of the License here.