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AlgoTrader

AlgoTrader is an event driven algorithmic trading system.

There is a python version and java version. They both share same API.

The Java version is designed to support ultra low latency trading and FIX protocol. It can process 10M+ event per seconds in a commodity pc hardware with I7 CPU.

The Python version support quick modelling / testing.

Main Features (Python version)

  • Event driven.
  • Supports Market, Limit, Stop and StopLimit orders.
  • Supports CSV Feed (yahoo format)
  • Supports backtesting using Simulator, which supports differnet fill-strategy, slippage config, commission setting
  • Supports live-trading using Interactive Brokers
  • Technical indicators and filters like SMA, RSI, Bollinger Bands..
  • Performance metrics (use pyfolio)

TODO

  • Persistence: Save the portfolio, account, result into DB and can load them back when system startup.
  • Bar Factory: Aggregate bar from lower time frame bar or from quote / trade
  • Supports more CSV format, e.g. Google Finance, Quandl and NinjaTrader.
  • Supports more data feed e.g. Cassandra, InfluxDB, KDB
  • Save real time data, persist into various data store (e.g. CSV, Cassandra, Influx, KDB)
  • Aggregated TimeSeries (multiple Key - value)
  • Event profiler.
  • TA-Lib integration, support more TA indicator
  • HTML5 UI, to view the account, portfolio, control strategy and view performance (real time and historical performance)
  • Multiple currencies, timezone, and trading session.
  • Trading context, which include strategy config, data subscription info
  • Supports Machine Learning Library, e.g. Theano
  • Supports Spark
  • Supports Parallel processing, for optimization and backtest. Results should be persisted into DB and can be viewed by HTML5 UI.
  • Supports FIX workflow, refactor order into order and orderEvent (Order contains state and with different order events: NewOrderRequest , OrderCancelRequest, OrderCancelReplaceRequest, OrderStatusRequest and execution events: ExecutionReport, OrderStatus)
  • Remote OMS (strategies can be run separately and send order request to remote OrderServer)

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  • Python 100.0%