opentradesolutions / Opentrade
Licence: apache-2.0
An open source OEMS, and intraday algorithmic trading platform in modern C++ for institutional investors
Stars: ✭ 279
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OpenTrade
OpenTrade is an open source OEMS, and algorithmic trading platform, designed for simplicity, flexibility and performance.
Features:
- Strictly follows Google C++ Style Guide
- Multi-level account functionality
- Super simple API interfaces for market data adapter (C++), exchange connectivity (C++) and execution/alpha algo (C++ and Python)
- REST and web socket interface
- Multi-source market data support, e.g., different FX pricing sources
- Pre-trade risk limits on multi-level accounts
- Post-trade risk integrated with OpenRisk
- Edit and test Python algo online
- Backtest
- Multi-theme web frontend
- Fully thread-safe design, everything can be modified during runtime, e.g., reload symbol list, modify tick size table, lot-size, exchange timezone and trading/break period etc.
- Built-in execution simulator
- Simple configuration
- Internal cross
- Execution Optimization Framework
- Order Aggregation
- Customized indicator extension
- Smart Route and FX aggregation
- Support both PostgreSQL and Sqlite3
Steps to run on Ubuntu 18.04 or later
-
Compile
- Prepare dev environment.
sudo apt update \ && sudo apt install -y \ g++ \ make \ cmake \ clang-format \ clang \ python \ python3-dev \ vim \ exuberant-ctags \ git \ wget \ libssl-dev \ libboost-program-options-dev \ libboost-system-dev \ libboost-date-time-dev \ libboost-filesystem-dev \ libboost-iostreams-dev \ libboost-python-dev \ libsoci-dev \ libpq-dev \ sqlite3 \ libsqlite3-dev \ libquickfix-dev \ libtbb-dev \ liblog4cxx-dev
- Build
git clone https://github.com/opentradesolutions/opentrade cd opentrade make debug
-
Setup database
- Sqlite3
wget https://github.com/opentradesolutions/data/raw/master/test.sqlite3
- Or PostgreSQL
sudo apt remove --purge postgres* sudo apt autoremove sudo apt install -y postgresql-10 || sudo apt install -y postgresql-11 sudo apt install -y postgresql-contrib postgresql-client # add data to database as user 'postgres' sudo su postgres; cd; wget https://github.com/opentradesolutions/data/raw/master/opentrade-pg_dumpall.sql psql -f opentrade-pg_dumpall.sql exit # become yourself again
-
Run opentrade
- Download tick data files
cd opentrade wget -O ticks.txt.xz https://www.dropbox.com/s/b2xf0esn0rctygs/ticks.txt.xz?dl=1
- Run
# please modify opentrade.conf to use postgres if setup database with PostgreSQL cp opentrade.conf-example opentrade.conf ./opentrade
-
Open Web UI
# username/password: test/test http://localhost:9111
CentOS 8
Please checkout install_centos.sh
Internal Latency
make test-latency
Backtest
- Only BBO support currently, full orderbook support will come soon
- It is up to you to generate report
make args=-j backtest-debug
wget -O ticks.tar https://www.dropbox.com/s/fmuwm7j9suc2z3e/ticks.tar?dl=1; tar xf ticks.tar
./build/backtest-debug/opentrade/opentrade -b scripts/backtest.py -t ticks/%Y%m%d.xz -s 20170701 -e 20181115
Execution Optimization Example
make args=-j backtest-release
cd scripts/execution_optimization
wget https://raw.githubusercontent.com/opentradesolutions/data/master/targets.zip; unzip targets.zip;
wget https://github.com/opentradesolutions/data/raw/master/test.sqlite3
./run
./sim_summary.py rpt*
params | avg cost | avg fr | total pnl | total tvr |
---|---|---|---|---|
High-0150 | 0.9378 | 1.0000 | -0.0089 | 125.6283 |
High-0300 | 0.9297 | 1.0000 | -0.0084 | 125.6273 |
High-0450 | 1.0504 | 1.0000 | -0.0093 | 125.6262 |
High-0600 | 1.1687 | 1.0000 | -0.0101 | 125.6252 |
High-0900 | 1.2693 | 1.0000 | -0.0111 | 125.6255 |
High-1200 | 1.2615 | 1.0000 | -0.0119 | 125.6264 |
High-1500 | 1.2867 | 1.0000 | -0.0123 | 125.6280 |
High-1800 | 1.3281 | 1.0000 | -0.0132 | 125.6296 |
High-2100 | 1.3886 | 1.0000 | -0.0141 | 125.6324 |
High-2400 | 1.4285 | 1.0000 | -0.0151 | 125.6340 |
High-2700 | 1.4940 | 1.0000 | -0.0158 | 125.6348 |
High-3000 | 1.7564 | 0.9974 | -0.0173 | 125.6373 |
Low-0150 | -0.0681 | 0.5145 | -0.0497 | 96.6273 |
Low-0300 | 0.1620 | 0.7019 | -0.0244 | 108.1107 |
Low-0450 | -0.1739 | 0.8185 | -0.0295 | 117.1855 |
Low-0600 | 0.3163 | 0.8836 | -0.0148 | 118.0378 |
Low-0900 | 0.3646 | 0.8884 | -0.0177 | 120.5907 |
Low-1200 | 0.7914 | 0.9347 | -0.0131 | 125.6282 |
Low-1500 | 0.8468 | 0.9427 | -0.0106 | 125.6280 |
Low-1800 | 1.0057 | 0.9932 | -0.0130 | 125.3894 |
Low-2100 | 1.2167 | 0.9862 | -0.0161 | 125.6313 |
Low-2400 | 1.2075 | 1.0000 | -0.0138 | 125.6348 |
Low-2700 | 1.3235 | 1.0000 | -0.0150 | 125.6363 |
Low-3000 | 1.5444 | 0.9956 | -0.0162 | 125.6386 |
Medium-0150 | 0.3631 | 0.5238 | -0.0541 | 98.7558 |
Medium-0300 | 0.3999 | 0.7333 | -0.0190 | 109.3046 |
Medium-0450 | 0.5549 | 0.8820 | -0.0141 | 117.3461 |
Medium-0600 | 0.7546 | 0.8941 | -0.0219 | 124.6843 |
Medium-0900 | 0.7669 | 0.8994 | -0.0221 | 125.6307 |
Medium-1200 | 1.0957 | 0.9366 | -0.0161 | 125.6295 |
Medium-1500 | 1.1907 | 0.9427 | -0.0135 | 125.6285 |
Medium-1800 | 1.3788 | 0.9932 | -0.0162 | 125.3895 |
Medium-2100 | 1.4976 | 0.9982 | -0.0166 | 125.6344 |
Medium-2400 | 1.5517 | 1.0000 | -0.0169 | 125.6354 |
Medium-2700 | 1.6557 | 1.0000 | -0.0180 | 125.6368 |
Medium-3000 | 1.8620 | 0.9956 | -0.0192 | 125.6392 |
The other OS system
we prepared Dockfile-dev for you.
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