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https://github.com/alimghmi/bdlc
Bloomberg API integration, handling data requests, processing, and SQL database insertion.
https://github.com/alimghmi/bdlc
api-client bloomberg data data-processing financial-data oauth2 python sql-database transformation
Last synced: 5 days ago
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Bloomberg API integration, handling data requests, processing, and SQL database insertion.
- Host: GitHub
- URL: https://github.com/alimghmi/bdlc
- Owner: alimghmi
- Created: 2024-10-26T17:47:09.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2024-11-24T11:12:14.000Z (about 2 months ago)
- Last Synced: 2024-11-24T12:22:29.599Z (about 2 months ago)
- Topics: api-client, bloomberg, data, data-processing, financial-data, oauth2, python, sql-database, transformation
- Language: Python
- Homepage:
- Size: 28.3 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Bloomberg Data License Client
**BDLC** is a Python-based client designed to interact with Bloomberg's API, request financial data, transform it, and store it into a specified SQL database. This client manages session handling, data retrieval, and transformation processes, making it suitable for financial data processing and analysis.
## Features
- **OAuth2-based API Authentication**: Manages secure connections with Bloomberg's API.
- **Data Request and Retrieval**: Sends data requests, listens for responses, and downloads JSON data.
- **Data Transformation**: Cleans, reformats, and adds timestamps to retrieved data.
- **Database Insertion**: Inserts transformed data into an SQL database using custom-defined schema.
## Getting Started
### Prerequisites
- Python 3.x
- Bloomberg API credentials
- Access to an SQL database
### Installation
1. Clone the repository:
```
git clone https://github.com/alimghmi/bbg-client.git
cd bbg-client
```
2. Install dependencies:
```
pip install -r requirements.txt
```
3. Configure environment variables by setting values in `.env` based on `.env.sample`.
### Usage
1. **Setup**: Configure API credentials and database settings in `.env`.
2. **Initialize the Client**: In `main.py`, load tickers and initialize the Bloomberg API client.
3. **Run the Client**:
```
python main.py
```
The client will authenticate, submit a data request, listen for data, transform it, and store it in the database.
## Overview
- **app/**: Contains the main client logic for API requests and data handling.
- `client.py`: Manages API requests and data downloads.
- `loader.py`: Loads ticker data from the database.
- `session.py`: Manages OAuth2 sessions for API communication.
- **config/**: Configuration files and settings.
- `settings.py`: Configurations for API credentials and database settings.
- `logger.py`: Logging setup to monitor the process.
- **database/**: Database interactions.
- `mssql.py`: Manages connections to an MSSQL database for data insertion and querying.
- **transformer/**: Data transformation operations.
- `agent.py`: Transforms raw data into a structured format for database storage.
## Contributing
Contributions are welcome. Please open issues or submit pull requests for any enhancements or bug fixes.