pkbrokers 0.1.20251223.36

A Python-based stock broker module

A simple python library to connect to various brokers using standard user credentials, fetch the instruments (trading symbols), indices and their ticks during as well as off market hours.

High-Performance In-Memory Candle Store

PKBrokers includes a high-performance, in-memory OHLCV candle storage system that provides instant access to real-time data across all supported timeframes.

Quick Start

from pkbrokers.kite import get_candle_store, HighPerformanceDataProvider

# Get the candle store singleton
store = get_candle_store()

# Or use the high-level data provider
provider = HighPerformanceDataProvider()

# Get 5-minute candles for any stock
df = provider.get_stock_data("RELIANCE", interval="5m", count=50)

# Get current day's OHLCV
ohlcv = provider.get_current_ohlcv("TCS")

Supported Timeframes

Interval	Description
1m, 2m, 3m, 4m, 5m	Short-term
10m, 15m, 30m	Intraday
60m	Hourly
day	Daily

Features

• O(1) Access: Instant access to any candle
• No Rate Limits: Unlike Yahoo Finance
• Real-time: Live data during market hours
• Auto-persistence: Saves to disk every 5 minutes
• Memory Efficient: ~100MB for 2000 instruments

📖 Full Documentation

pkbrokers (# 1 Stock screener/scanner for NSE India)

Platforms
Package / Docs
Tests/Code-Quality