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Design and build a reliable, large-scale trading data pipeline.

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g3-reiten/scalable-backtesting-pipeline

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Scalable-backtesting-pipeline

Design and build a reliable, large-scale trading data pipeline so important for financial systems. Although the past performance of any financial market is never a reliable indicator of the future, it is important to run backtests that simulate current and past particular situations as well as their trend over time. Having a clear understanding of the financial system, stock market trading, and recognizing the complex data engineering systems involved in the crypto and general stock market trading systems are essential.

Data Capture Pipeline

Pipeline Diagram

Run Locally

Clone the project

  git clone https://github.com/g3-reiten/scalable-backtesting-pipeline

Go to the project directory

  cd scalable-backtesting-pipeline

Install dependencies

  pip3 install -r requirements.txt

Set up pipeline

  python3 setup.py

Contributors