https://github.com/vpdeva/databridge
https://github.com/vpdeva/databridge
Last synced: 21 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/vpdeva/databridge
- Owner: vpdeva
- Created: 2024-12-09T06:28:44.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-12-09T07:17:38.000Z (over 1 year ago)
- Last Synced: 2024-12-09T08:23:43.456Z (over 1 year ago)
- Language: Python
- Size: 3.91 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# DataBridge
DataBridge is an open-source Python library for handling data ingestion, transformation, analytics, and cloud integrations. It provides modular components for building scalable data workflows.
## Features
- File and API-based ingestion
- Data cleaning and transformation
- Time-series forecasting
- Integration with AWS S3
## Installation
Run the following command:
```
pip install .
```
## Usage
### Example: Ingest File
```python
from databridge.ingestion.file_ingestion import ingest_file
df = ingest_file("data.csv", "csv")
print(df.head())
```
### Example: Forecasting
```python
from databridge.analytics.forecasting import time_series_forecasting
data = [100, 120, 130, 150]
forecast = time_series_forecasting(data, look_back=2)
print(forecast)
```
## Contributing
Contributions are welcome! Please submit issues and pull requests on GitHub.