laplace-python-sdk 1.1.1

Python SDK for Laplace stock data platform

Laplace Python SDK

The official Python SDK for the Laplace stock data platform. Get easy access to stock data, collections, financials, funds, and AI-powered insights.

Features

• 🚀 Easy to use: Simple, intuitive API
• 📊 Comprehensive data: Stocks, collections, financials, funds, and AI insights
• 🔧 Well-typed: Full TypeScript-style typing with Pydantic models
• 🧪 Well-tested: Comprehensive test coverage with real API integration
• 🌍 Multi-region: Support for US and Turkish markets
• ⚡ Fast: Built on httpx for high performance
• 🔌 Real-time: WebSocket support for live price data

Installation

pip install laplace-python-sdk

Quick Start

from laplace import LaplaceClient

# Initialize the client
client = LaplaceClient(api_key="your-api-key")

# Get stock details
stock = client.stocks.get_detail_by_symbol(symbol="AAPL", region="us")
print(f"{stock.name}: {stock.description}")

# Get all stocks in a region
stocks = client.stocks.get_all(region="us", page=1, page_size=10)
for stock in stocks:
    print(f"{stock.symbol}: {stock.name}")

# Get collections
collections = client.collections.get_collections(region="tr", locale="en")
for collection in collections:
    print(f"{collection.title}: {collection.num_stocks} stocks")

# Get collection details
collection_detail = client.collections.get_collection_detail(
    collection_id="620f455a0187ade00bb0d55f",
    region="tr"
)
print(f"Stocks in {collection_detail.title}:")
for stock in collection_detail.stocks:
    print(f"  {stock.symbol}: {stock.name}")

# Get politicians and their holdings
politicians = client.politicians.get_politicians()
for politician in politicians:
    print(f"{politician.politician_name}: {politician.total_holdings} holdings")

# Get holdings for a specific stock
holdings = client.politicians.get_politician_holdings_by_symbol("AAPL")
for holding in holdings:
    print(f"{holding.politician_name}: {holding.holding} ({holding.allocation})")

API Reference

Stocks Client

# Get all stocks with pagination
stocks = client.stocks.get_all(region="us", page=1, page_size=10)

# Get stock detail by symbol
stock = client.stocks.get_detail_by_symbol(symbol="AAPL", region="us", asset_class="equity")

# Get stock detail by ID
stock = client.stocks.get_detail_by_id(stock_id="stock-id", locale="en")

# Get historical prices
prices = client.stocks.get_price(region="us", symbols=["AAPL", "GOOGL"], keys=["1D", "1W"])

# Get historical prices with custom interval
from datetime import datetime
from laplace.stocks import HistoricalPriceInterval

prices = client.stocks.get_price_with_interval(
    symbol="AAPL",
    region="us",
    from_date=datetime(2024, 1, 1),
    to_date=datetime(2024, 1, 31),
    interval=HistoricalPriceInterval.ONE_DAY
)

# Get tick rules (Turkey only)
rules = client.stocks.get_tick_rules(region="tr")

# Get restrictions (Turkey only)
restrictions = client.stocks.get_restrictions(region="tr")

Collections Client

# Get all collections
collections = client.collections.get_collections(region="tr", locale="en")

# Get collection detail
detail = client.collections.get_collection_detail(collection_id="id", region="tr")

# Get themes
themes = client.collections.get_themes(region="tr", locale="en")

# Get theme detail
theme_detail = client.collections.get_theme_detail(theme_id="id", region="tr")

# Get industries
industries = client.collections.get_industries(region="tr", locale="en")

# Get industry detail
industry_detail = client.collections.get_industry_detail(industry_id="id", region="tr")

# Get sectors
sectors = client.collections.get_sectors(region="tr", locale="en")

# Get sector detail
sector_detail = client.collections.get_sector_detail(sector_id="id", region="tr")

Politicians Client

# Get all politicians
politicians = client.politicians.get_politicians()

# Get politician detail
politician = client.politicians.get_politician_detail(id=1)

# Get holdings by stock symbol
holdings = client.politicians.get_politician_holdings_by_symbol(symbol="AAPL")

# Get top holdings
top_holdings = client.politicians.get_top_holdings()

WebSocket Client (Live Price Data)

import asyncio
from laplace import LaplaceClient, LivePriceFeed, WebSocketOptions, LogLevel

# Initialize the client
client = LaplaceClient(api_key="your-api-key")

# Create WebSocket options
options = WebSocketOptions(
    enable_logging=True,
    log_level=LogLevel.INFO,
    reconnect_attempts=5,
    reconnect_delay=5000,
    max_reconnect_delay=30000,
)

# Create WebSocket client
websocket_client = client.create_websocket_client(
    feeds=[LivePriceFeed.LIVE_BIST, LivePriceFeed.LIVE_US],
    external_user_id="your-user-id",
    options=options,
)

# Define callback function for price updates
def on_price_update(data):
    print(f"Price update for {data.symbol}: {data.close_price}")
    if hasattr(data, 'percent_change'):
        print(f"  Change: {data.percent_change}%")
    print(f"  Timestamp: {data.timestamp}")

async def main():
    # Connect to WebSocket
    await websocket_client.connect()

    # Subscribe to symbols
    symbols_bist = ["THYAO", "GARAN", "AKBNK"]
    symbols_us = ["AAPL", "GOOGL", "MSFT"]

    # Subscribe to BIST symbols
    unsubscribe_bist = websocket_client.subscribe(
        symbols=symbols_bist,
        feed=LivePriceFeed.LIVE_BIST,
        handler=on_price_update
    )

    # Subscribe to US symbols
    unsubscribe_us = websocket_client.subscribe(
        symbols=symbols_us,
        feed=LivePriceFeed.LIVE_US,
        handler=on_price_update
    )

    # Keep connection alive
    try:
        while True:
            await asyncio.sleep(1)
    except KeyboardInterrupt:
        # Cleanup
        unsubscribe_bist()
        unsubscribe_us()
        await websocket_client.close()

# Run the WebSocket client
asyncio.run(main())

Available WebSocket Feeds

• LivePriceFeed.LIVE_BIST: Live BIST (Turkish) stock prices
• LivePriceFeed.LIVE_US: Live US stock prices
• LivePriceFeed.DELAYED_BIST: Delayed BIST stock prices
• LivePriceFeed.DEPTH_TR: Depth data for TR (commented out, available if needed)

Supported Regions

• US: United States stock market
• TR: Turkey stock market (Borsa Istanbul)

Error Handling

from laplace import LaplaceClient, LaplaceAPIError

client = LaplaceClient(api_key="your-api-key")

try:
    stock = client.stocks.get_detail_by_symbol(symbol="INVALID", region="us")
except LaplaceAPIError as e:
    print(f"API Error: {e}")
    print(f"Status Code: {e.status_code}")
    print(f"Response: {e.response}")

Authentication

Get your API key from the Laplace platform and initialize the client:

client = LaplaceClient(api_key="your-api-key-here")

Development

Setup

git clone https://github.com/Laplace-Analytics/laplace-python-sdk.git
cd laplace-python-sdk
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
pip install -e ".[dev]"

Running Tests

# Run all tests
pytest

# Run with coverage
pytest --cov=laplace

# Run integration tests (requires API key)
LAPLACE_API_KEY=your-key pytest -m integration

Requirements

• Python 3.8+
• httpx >= 0.24.0
• pydantic >= 2.0.0
• websocket-client >= 1.8.0

Documentation

Full API documentation is available at laplace.finfree.co/en/docs

License

This project is licensed under the MIT License - see the LICENSE file for details.