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stock-etl-aws's Introduction

Complete stock market data pipeline with AWS

PART-1

  1. Pull yesterday's NASDAQ stock data from https://finance.yahoo.com/
  2. Write raw data to S3
       - This bucket shall be created with boto3
  3. Trigger this event daily with AWS Lambda and CloudWatch
       - After NASDAQ normal trading session which is between 9:30 AM - 4:00 PM

PART-2

  1. Daily running AWS Glue crawler to catalog data
  2. AWS Athena for raw data analysis and exploration

Technologies and Tools

yfinance API (https://github.com/ranaroussi/yfinance), AWS S3, Lambda, CloudWatch, Glue, Athena

Files

1. Source/etl.py            : Entry point and actual ETL performer using other files in the repository.
2. Source/infrastructure.py : AWS infrastructure (as a code) functions.
3. Source/utils.py          : Column names (for future analysis) and NASDAQ stocks dictionary reside in this file.
4. Source/dl.cfg            : Contains access, secret access keys and redshift database configuration information.
5. config.cfg               : Contains keys, bucket name and region information to be used within the project.
6. requirements.txt         : Contains libraries used.
7. 2023-09-22.csv           : Sample NASDAQ stock data fetched on 22 Sept 2023.

Author

Arda Aras

stock-etl-aws's People

Contributors

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