# Sharpe - Financial Data & Analysis Library
A Python library for financial data access, market analysis, and options calculations.
Wrappers around Polygon and Financial Modeling Prep.
## Features
- **Market Data**: Stock prices, options data, and historical information
- **Alternative Data**: News, earnings, and company profiles
- **Options Calculations**: Black-Scholes pricing and Greeks
- **Database Integration**: PostgreSQL with async support
- **AWS Integration**: Cloud data retrieval
## Installation
```bash
# From source
git clone https://github.com/wang-sanity/sharpe.git
cd sharpe
pip install -e .
# Using conda
conda env create -f environment.yml
conda activate tensorfi-sharpe
```
## Quick Start
```python
from sharpe.data import mkt, alt
from sharpe.utils import options, time, universe
# Get market data using aggregates
data = mkt.aggregates(
ticker="AAPL",
multiplier=1,
timespan="day",
from="2024-01-01",
to="2024-01-31"
)
# Get options chain for a ticker
options_data = mkt.options_chain("SPY")
# Work with time utilities
trading_day = time.closest_trading_day_now()
is_trading = time.is_trading_day("2024-01-15")
# Get universe of stocks
top_stocks = universe.get_top_n_traded_stock(n=50)
```
## Package Structure
- `sharpe/data/` - Market and alternative data access, database operations
- `sharpe/utils/` - Options calculations, time utilities, universe management
## Requirements
- Python 3.11+
- Core: pandas, numpy, scipy, sqlalchemy
- Optional: PostgreSQL, AWS credentials
## Development
```bash
# Setup
conda env create -f environment.yml
conda activate tensorfi-sharpe
pip install -e .[dev]
# Test
pytest
```
## License
CC BY-NC 4.0 License - see [LICENSE](LICENSE) file for details.
---
**Disclaimer**: For educational and research purposes only. Consult qualified professionals before making investment decisions.
Raw data
{
"_id": null,
"home_page": "https://github.com/wang-sanity/sharpe",
"name": "tensorfi-sharpe",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.11",
"maintainer_email": null,
"keywords": "finance, markets, data, options, database, analysis",
"author": "rwang",
"author_email": null,
"download_url": "https://files.pythonhosted.org/packages/e7/58/81a0a3e73f811d720f67940f6b4057aeb9fec1dde25313028468d5c71eb8/tensorfi_sharpe-0.1.7.tar.gz",
"platform": null,
"description": "# Sharpe - Financial Data & Analysis Library\n\nA Python library for financial data access, market analysis, and options calculations.\n\nWrappers around Polygon and Financial Modeling Prep.\n\n## Features\n\n- **Market Data**: Stock prices, options data, and historical information\n- **Alternative Data**: News, earnings, and company profiles\n- **Options Calculations**: Black-Scholes pricing and Greeks\n- **Database Integration**: PostgreSQL with async support\n- **AWS Integration**: Cloud data retrieval\n\n## Installation\n\n```bash\n# From source\ngit clone https://github.com/wang-sanity/sharpe.git\ncd sharpe\npip install -e .\n\n# Using conda\nconda env create -f environment.yml\nconda activate tensorfi-sharpe\n```\n\n## Quick Start\n\n```python\nfrom sharpe.data import mkt, alt\nfrom sharpe.utils import options, time, universe\n\n# Get market data using aggregates\ndata = mkt.aggregates(\n ticker=\"AAPL\",\n multiplier=1,\n timespan=\"day\",\n from=\"2024-01-01\",\n to=\"2024-01-31\"\n)\n\n# Get options chain for a ticker\noptions_data = mkt.options_chain(\"SPY\")\n\n# Work with time utilities\ntrading_day = time.closest_trading_day_now()\nis_trading = time.is_trading_day(\"2024-01-15\")\n\n# Get universe of stocks\ntop_stocks = universe.get_top_n_traded_stock(n=50)\n```\n\n## Package Structure\n\n- `sharpe/data/` - Market and alternative data access, database operations\n- `sharpe/utils/` - Options calculations, time utilities, universe management\n\n## Requirements\n\n- Python 3.11+\n- Core: pandas, numpy, scipy, sqlalchemy\n- Optional: PostgreSQL, AWS credentials\n\n## Development\n\n```bash\n# Setup\nconda env create -f environment.yml\nconda activate tensorfi-sharpe\npip install -e .[dev]\n\n# Test\npytest\n```\n\n## License\n\nCC BY-NC 4.0 License - see [LICENSE](LICENSE) file for details.\n\n---\n\n**Disclaimer**: For educational and research purposes only. Consult qualified professionals before making investment decisions.\n",
"bugtrack_url": null,
"license": "CC BY-NC 4.0",
"summary": "Financial data access and analysis library with market data, options calculations, and database integration",
"version": "0.1.7",
"project_urls": {
"Bug Tracker": "https://github.com/wang-sanity/sharpe/issues",
"Documentation": "https://github.com/wang-sanity/sharpe/docs",
"Homepage": "https://github.com/wang-sanity/sharpe",
"Repository": "https://github.com/wang-sanity/sharpe"
},
"split_keywords": [
"finance",
" markets",
" data",
" options",
" database",
" analysis"
],
"urls": [
{
"comment_text": null,
"digests": {
"blake2b_256": "53e0c3dc1f7437cd801e2cf9c3e6f1a778cced410c085fe90fc7ce14a98ffd09",
"md5": "a98325b9af1d04b1da2d3bcbdd10b4c9",
"sha256": "dcc0d258490b485a156ed00694bfbcc9cebdebe279275bdb69a1d20b6373644a"
},
"downloads": -1,
"filename": "tensorfi_sharpe-0.1.7-py3-none-any.whl",
"has_sig": false,
"md5_digest": "a98325b9af1d04b1da2d3bcbdd10b4c9",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.11",
"size": 39046,
"upload_time": "2025-07-20T23:15:52",
"upload_time_iso_8601": "2025-07-20T23:15:52.498211Z",
"url": "https://files.pythonhosted.org/packages/53/e0/c3dc1f7437cd801e2cf9c3e6f1a778cced410c085fe90fc7ce14a98ffd09/tensorfi_sharpe-0.1.7-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "e75881a0a3e73f811d720f67940f6b4057aeb9fec1dde25313028468d5c71eb8",
"md5": "874c0cd66607919bca557eee724e81e8",
"sha256": "b3bca74b15be0da6b6f5db4d3069a28a78c2bcc92cdb950964798d58bd475cf3"
},
"downloads": -1,
"filename": "tensorfi_sharpe-0.1.7.tar.gz",
"has_sig": false,
"md5_digest": "874c0cd66607919bca557eee724e81e8",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.11",
"size": 42419,
"upload_time": "2025-07-20T23:15:53",
"upload_time_iso_8601": "2025-07-20T23:15:53.777658Z",
"url": "https://files.pythonhosted.org/packages/e7/58/81a0a3e73f811d720f67940f6b4057aeb9fec1dde25313028468d5c71eb8/tensorfi_sharpe-0.1.7.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2025-07-20 23:15:53",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "wang-sanity",
"github_project": "sharpe",
"github_not_found": true,
"lcname": "tensorfi-sharpe"
}
JSON
