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Python logo bybit-backtest  0.1.4

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One-liner (summary)

bybit-backtest is a python library for backtest with bybit fx trade on Python 3.6 and above.

Description

# bybit-backtest

[![PyPI](https://img.shields.io/pypi/v/bybit-backtest)](https://pypi.org/project/bybit-backtest/) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![codecov](https://codecov.io/gh/10mohi6/bybit-backtest-python/branch/main/graph/badge.svg?token=ZFgiyy2cc2)](undefined) [![Build Status](https://travis-ci.com/10mohi6/bybit-backtest-python.svg?branch=main)](https://travis-ci.com/10mohi6/bybit-backtest-python) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/bybit-backtest)](https://pypi.org/project/bybit-backtest/) [![Downloads](https://pepy.tech/badge/bybit-backtest)](https://pepy.tech/project/bybit-backtest)

bybit-backtest is a python library for backtest with bybit fx trade on Python 3.6 and above.

backtest data from [here](https://public.bybit.com/trading/)

## Installation

$ pip install bybit-backtest

## Usage

### basic run ```python from bybit_backtest import Backtest

class MyBacktest(Backtest):
def strategy(self):

fast_ma = self.sma(period=5) slow_ma = self.sma(period=25) # golden cross self.sell_exit = self.buy_entry = (fast_ma > slow_ma) & (

fast_ma.shift() <= slow_ma.shift()

) # dead cross self.buy_exit = self.sell_entry = (fast_ma < slow_ma) & (

fast_ma.shift() >= slow_ma.shift()

)

MyBacktest().run() ```

### advanced run ```python from bybit_backtest import Backtest

class MyBacktest(Backtest):
def strategy(self):
rsi = self.rsi(period=10) ema = self.ema(period=20) lower = ema - (ema * 0.001) upper = ema + (ema * 0.001) self.buy_entry = (rsi < 30) & (self.df.C < lower) self.sell_entry = (rsi > 70) & (self.df.C > upper) self.sell_exit = ema > self.df.C self.buy_exit = ema < self.df.C self.qty = 0.1 # order quantity (default=0.001) self.stop_loss = 50 # stop loss (default=0 stop loss none) self.take_profit = 100 # take profit (default=0 take profit none)
MyBacktest(
symbol="BTCUSD", # default=BTCUSD sqlite_file_name="backtest.sqlite3", # (default=backtest.sqlite3) from_date="2020-04-01", # (default="") to_date="2020-10-25", # (default="") interval="1T", # 5-60S(second), 1-60T(minute), 1-24H(hour) (default=1T) download_data_dir="data", # download data directory (default=data)

).run("backtest.png") ` ```python total profit          491.800 total trades        10309.000 win rate               65.700 profit factor           1.047 maximum drawdown      135.500 recovery factor         3.630 riskreward ratio        0.551 sharpe ratio            0.020 average return          0.001 stop loss            1779.000 take profit            93.000 ` ![backtest.png](https://raw.githubusercontent.com/10mohi6/bybit-backtest-python/main/tests/backtest.png)

## Supported indicators - Simple Moving Average 'sma' - Exponential Moving Average 'ema' - Moving Average Convergence Divergence 'macd' - Relative Strenght Index 'rsi' - Bollinger Bands 'bbands' - Stochastic Oscillator 'stoch'

## Getting started For help getting started with Bybit APIs and Websocket, view our online [documentation](https://bybit-exchange.github.io/docs/inverse/#t-introduction).

License

MIT License

Size

6.8 KB

Downloads

4

Tags

bdist/wheel whl noarch py3 upstream python-upstream-pro…

Status  Completed
Checksum (MD5) 46b26bc91ac6479ca008d460a3f0e115
Checksum (SHA-1) 443fa8cc7c753d00eb0cc3a399954bf637a799f6
Checksum (SHA-256) 27c0b247e970a3251dd4b343da1abf8213a55463fc74eeb87c9167c6d304011d
Checksum (SHA-512) 0e14637dbb91dbaa71b212fc42483a24091be33437d1d6e9f11cc096e2da32e2df…
GPG Signature
Download
GPG Fingerprint 6811684bac0b8895434e97bdd4391b8fb999e537
Storage Region  Dublin, Ireland
Type  Binary (contains binaries and binary artifacts)
Uploaded At 4 months, 3 weeks ago
Uploaded By Fetched by Cloudsmith
Slug Id bybit_backtest-014-py3-none-anywhl-pp66
Unique Id 59mg3BQebI3DfWjQ
Version (Raw) 0.1.4
Version (Parsed)
  • Major: 0
  • Minor: 1
  • Patch: 4
  • Type: SemVer (Compat)
  extended metadata
Author 10mohi6 <10.mohi.6.y@gmail.com>
Classifiers Development Status :: 4 - Beta | Intended Audience :: Developers | Intended Audience :: Financial and Insurance Industry | License :: OSI Approved :: MIT License | Operating System :: OS Independent | Programming Language :: Python | Programming Language :: Python :: 3 | Programming Language :: Python :: 3.6 | Programming Language :: Python :: 3.7 | Programming Language :: Python :: 3.8 | Programming Language :: Python :: 3.9 | Topic :: Office/Business :: Financial :: Investment
Homepage URL https://github.com/10mohi6/bybit-backtest-python
Keywords bybit trade python backtest fx usdt usd btc
Metadata Version 2.1
Py Filetype bdist_wheel
Py Version py3
Requires Dist SQLAlchemy | beautifulsoup4 | lxml | matplotlib | numpy | pandas | requests
Requires Python >=3.6.0
pkg bybit_backtest-0.1.4-py3-none-a… 4
6.8 KB 		md5 sha1 sha256 sha512
Package Contents (bybit_backtest-0.1.4-py3-none-any.whl)
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This package has 10 files/directories.

Last scanned

4 months, 3 weeks ago

Scan result

Clean

Vulnerability count

0

Max. severity

Unknown

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