Metadata-Version: 2.1
Name: StockETL
Version: 0.4.2
Summary: A complete ETL for stock exchanges with PNL calculation and financial analysis tools.
Author-email: ptprashanttripathi <ptprashanttripathi@outlook.com>
License: MIT License
        
        Copyright (c) 2023-2024 Pt. Prashant tripathi
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
        of this software and associated documentation files (the "Software"), to deal
        in the Software without restriction, including without limitation the rights
        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
        copies of the Software, and to permit persons to whom the Software is
        furnished to do so, subject to the following conditions:
        
        The above copyright notice and this permission notice shall be included in all
        copies or substantial portions of the Software.
        
        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
        SOFTWARE.
        
Project-URL: Homepage, https://github.com/PtPrashantTripathi/PortfolioTracker
Project-URL: Repository, https://github.com/PtPrashantTripathi/PortfolioTracker
Project-URL: Documentation, https://github.com/PtPrashantTripathi/PortfolioTracker
Project-URL: Issues, https://github.com/PtPrashantTripathi/PortfolioTracker/issues
Project-URL: Changelog, https://github.com/PtPrashantTripathi/PortfolioTracker/blob/main/.github/CHANGELOG.md
Keywords: ETL,finance,stock-market,setuptools
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Financial and Insurance Industry
Classifier: Operating System :: OS Independent
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas>=2.2.2
Requires-Dist: python-dotenv>=1.0.1
Provides-Extra: dev
Requires-Dist: jupyter>=1.1.1; extra == "dev"
Requires-Dist: black>=23.7.0; extra == "dev"
Provides-Extra: testing
Requires-Dist: pytest<8.0,>=7.4; extra == "testing"
Requires-Dist: pytest-cov<5.0,>=4.1; extra == "testing"

[![Header](https://raw.githubusercontent.com/PtPrashantTripathi/PortfolioTracker/main/.github/portfolio_tracker_header.png)](https://github.com/PtPrashantTripathi/PortfolioTracker)

### Stock ETL with Medallion Architecture https://github.com/PtPrashantTripathi/PortfolioTracker

[![ci](https://github.com/PtPrashantTripathi/PortfolioTracker/actions/workflows/ci.yml/badge.svg)](https://github.com/PtPrashantTripathi/PortfolioTracker/actions/workflows/ci.yml) [![cd](https://github.com/PtPrashantTripathi/PortfolioTracker/actions/workflows/cd.yml/badge.svg)](https://github.com/PtPrashantTripathi/PortfolioTracker/actions/workflows/cd.yml)

**Description:**

I've just completed an exciting ETL journey, leveraging the power of Medallion architecture! 🚀 This Python notebook seamlessly extracts, transforms, and loads data from my Upstox trading account into a multi-tiered storage system: BRONZE, SILVER, and GOLD layers. It's a powerful way to enhance data management, analytics, and decision-making in my trading activities.

**Key Highlights:**

📊 **Medallion Architecture**: Designed to efficiently handle data at scale, ensuring robust ETL processes that can grow with my trading data needs.

🔗 **Upstox Integration**: Seamlessly connect with my Upstox trading account to retrieve real-time and historical data.

🛠️ **ETL Workflow**: Perform data extraction, apply transformations, and load the processed data into multiple layers to facilitate various analytics and reporting needs.

📈 **BRONZE, SILVER, GOLD Layers**: Structured storage tiers for raw data (BRONZE), cleaned and transformed data (SILVER), and curated data ready for analysis (GOLD).

📊 **Presentation Layer**: Another companion notebook creates interactive visualizations and insights from the GOLD layer data, making it easier to understand my trading performance and make informed decisions.

📓 **Educational Tool**: A valuable resource for traders looking to optimize their data analysis workflow.

👩‍💼 **Financial Decision Support**: Empowering traders with data-driven insights to improve decision-making and optimize their trading strategies.

**Stay tuned for the upcoming presentation layer notebook! 📊💡**

Feel free to explore, contribute, or share this notebook with fellow traders. Let's navigate the world of data-driven trading together! 📈💰

**#DataAnalytics #TradingStrategies #MedallionArchitecture #ETLProcess #UpstoxData #DataDrivenDecisions #FinanceTech #DataInsights**

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