Unified PnL dashboard across multiple trading bots with different JSON schemas
Project description
trade-panorama
Unified PnL dashboard across multiple trading bots.
Different bots store trades in different JSON formats. trade-panorama scans your directory tree, auto-detects known bot data files, normalizes everything into a unified model, and shows a single summary table.
Install
pip install trade-panorama
Usage
# Scan current directory
trade-panorama
# Scan a specific directory
trade-panorama -d /path/to/trading/bots
# JSON output (for piping to other tools)
trade-panorama --json
# Filter by bot name
trade-panorama -b crypto -b stock
Example Output
=== Trade Panorama ===
Bot Trades WR PnL% Open Capital
-----------------------------------------------------------------
Crypto (MEXC) 3 67% +8.50% 0
Stock Bot 5 60% +3.20% 2 $5200 (+$200)
Integrated Bot 2 50% -1.00% 1 $950 (-$50)
HF Bot 100 48% -12.30% 0
-----------------------------------------------------------------
TOTAL 110 51% -1.60% 3
Supported Bots
| Bot | Data File | Detected Fields |
|---|---|---|
| Crypto (MEXC) | pnl.json |
BUY/SELL pairs → round-trip PnL |
| Stock Bot | stock_paper_trades.json |
closed/open positions, capital |
| Integrated Bot | paper_trades.json |
closed/open positions, capital |
| HF Bot | hf_evolution_state.json |
Population variants, all trades |
Adding a New Bot Parser
- Create
src/trade_panorama/parsers/your_bot.py - Implement a function that takes a
dict(parsed JSON) and returns aBotSummary - Register it in
parsers/__init__.pywith the filename as key
License
MIT
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