lychiyu/freqtrade_origin
1
0
Fork 0
mirror of https://github.com/freqtrade/freqtrade.git synced 2024-11-15 12:43:56 +00:00
Code Issues Actions 1 Packages Projects Releases Wiki Activity
a491211d35
freqtrade_origin/en/2021.7/plotting/index.html

1337 lines
41 KiB
HTML
Raw Blame History

<!doctype html>
<html lang="en" class="no-js">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width,initial-scale=1">
<link rel="canonical" href="https://www.freqtrade.io/2021.7/plotting/">
<link rel="icon" href="../images/logo.png">
<meta name="generator" content="mkdocs-1.2.2, mkdocs-material-7.2.1">
<title>Plotting - Freqtrade</title>
<link rel="stylesheet" href="../assets/stylesheets/main.1118c9be.min.css">
<link rel="stylesheet" href="../assets/stylesheets/palette.ba0d045b.min.css">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700%7CRoboto+Mono&display=fallback">
<style>:root{--md-text-font-family:"Roboto";--md-code-font-family:"Roboto Mono"}</style>
<link rel="stylesheet" href="../stylesheets/ft.extra.css">
</head>
<body dir="ltr" data-md-color-scheme="default" data-md-color-primary="blue-grey" data-md-color-accent="tear">
<script>function __prefix(e){return new URL("..",location).pathname+"."+e}function __get(e,t=localStorage){return JSON.parse(t.getItem(__prefix(e)))}</script>
<script>var palette=__get("__palette");if(null!==palette&&"object"==typeof palette.color)for(var key in palette.color)document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
<input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
<input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
<label class="md-overlay" for="__drawer"></label>
<div data-md-component="skip">
<a href="#plotting" class="md-skip">
Skip to content
</a>
</div>
<div data-md-component="announce">
</div>
<header class="md-header" data-md-component="header">
<nav class="md-header__inner md-grid" aria-label="Header">
<a href=".." title="Freqtrade" class="md-header__button md-logo" aria-label="Freqtrade" data-md-component="logo">
<img src="../images/logo.png" alt="logo">
</a>
<label class="md-header__button md-icon" for="__drawer">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2z"/></svg>
</label>
<div class="md-header__title" data-md-component="header-title">
<div class="md-header__ellipsis">
<div class="md-header__topic">
<span class="md-ellipsis">
Freqtrade
</span>
</div>
<div class="md-header__topic" data-md-component="header-topic">
<span class="md-ellipsis">
Plotting
</span>
</div>
</div>
</div>
<form class="md-header__option" data-md-component="palette">
<input class="md-option" data-md-color-media="" data-md-color-scheme="default" data-md-color-primary="blue-grey" data-md-color-accent="tear" aria-label="Switch to dark mode" type="radio" name="__palette" id="__palette_1">
<label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_2" hidden>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M7 10a2 2 0 0 1 2 2 2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2m10-3a5 5 0 0 1 5 5 5 5 0 0 1-5 5H7a5 5 0 0 1-5-5 5 5 0 0 1 5-5h10M7 9a3 3 0 0 0-3 3 3 3 0 0 0 3 3h10a3 3 0 0 0 3-3 3 3 0 0 0-3-3H7z"/></svg>
</label>
<input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="blue-grey" data-md-color-accent="tear" aria-label="Switch to dark mode" type="radio" name="__palette" id="__palette_2">
<label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_1" hidden>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M7 10a2 2 0 0 1 2 2 2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2m10-3a5 5 0 0 1 5 5 5 5 0 0 1-5 5H7a5 5 0 0 1-5-5 5 5 0 0 1 5-5h10M7 9a3 3 0 0 0-3 3 3 3 0 0 0 3 3h10a3 3 0 0 0 3-3 3 3 0 0 0-3-3H7z"/></svg>
</label>
</form>
<label class="md-header__button md-icon" for="__search">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
</label>
<div class="md-search" data-md-component="search" role="dialog">
<label class="md-search__overlay" for="__search"></label>
<div class="md-search__inner" role="search">
<form class="md-search__form" name="search">
<input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
<label class="md-search__icon md-icon" for="__search">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
</label>
<nav class="md-search__options" aria-label="Search">
<button type="reset" class="md-search__icon md-icon" aria-label="Clear" tabindex="-1">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z"/></svg>
</button>
</nav>
</form>
<div class="md-search__output">
<div class="md-search__scrollwrap" data-md-scrollfix>
<div class="md-search-result" data-md-component="search-result">
<div class="md-search-result__meta">
Initializing search
</div>
<ol class="md-search-result__list"></ol>
</div>
</div>
</div>
</div>
</div>
<div class="md-header__source">
<a href="https://github.com/freqtrade/freqtrade/" title="Go to repository" class="md-source" data-md-component="source">
<div class="md-source__icon md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
</div>
<div class="md-source__repository">
GitHub
</div>
</a>
</div>
</nav>
</header>
<div class="md-container" data-md-component="container">
<main class="md-main" data-md-component="main">
<div class="md-main__inner md-grid">
<!-- Main navigation -->
<div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
<div class="md-sidebar__scrollwrap">
<div id="widget-wrapper">
</div>
<div class="md-sidebar__inner">
<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
<label class="md-nav__title" for="__drawer">
<a href=".." title="Freqtrade" class="md-nav__button md-logo" aria-label="Freqtrade" data-md-component="logo">
<img src="../images/logo.png" alt="logo">
</a>
Freqtrade
</label>
<div class="md-nav__source">
<a href="https://github.com/freqtrade/freqtrade/" title="Go to repository" class="md-source" data-md-component="source">
<div class="md-source__icon md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
</div>
<div class="md-source__repository">
GitHub
</div>
</a>
</div>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href=".." class="md-nav__link">
Home
</a>
</li>
<li class="md-nav__item">
<a href="../docker_quickstart/" class="md-nav__link">
Quickstart with Docker
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_3" type="checkbox" id="__nav_3" >
<label class="md-nav__link" for="__nav_3">
Installation
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Installation" data-md-level="1">
<label class="md-nav__title" for="__nav_3">
<span class="md-nav__icon md-icon"></span>
Installation
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../installation/" class="md-nav__link">
Linux/MacOS/Raspberry
</a>
</li>
<li class="md-nav__item">
<a href="../windows_installation/" class="md-nav__link">
Windows
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../bot-basics/" class="md-nav__link">
Freqtrade Basics
</a>
</li>
<li class="md-nav__item">
<a href="../configuration/" class="md-nav__link">
Configuration
</a>
</li>
<li class="md-nav__item">
<a href="../strategy-customization/" class="md-nav__link">
Strategy Customization
</a>
</li>
<li class="md-nav__item">
<a href="../plugins/" class="md-nav__link">
Plugins
</a>
</li>
<li class="md-nav__item">
<a href="../stoploss/" class="md-nav__link">
Stoploss
</a>
</li>
<li class="md-nav__item">
<a href="../bot-usage/" class="md-nav__link">
Start the bot
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_10" type="checkbox" id="__nav_10" >
<label class="md-nav__link" for="__nav_10">
Control the bot
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Control the bot" data-md-level="1">
<label class="md-nav__title" for="__nav_10">
<span class="md-nav__icon md-icon"></span>
Control the bot
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../telegram-usage/" class="md-nav__link">
Telegram
</a>
</li>
<li class="md-nav__item">
<a href="../rest-api/" class="md-nav__link">
REST API & FreqUI
</a>
</li>
<li class="md-nav__item">
<a href="../webhook-config/" class="md-nav__link">
Web Hook
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../data-download/" class="md-nav__link">
Data Downloading
</a>
</li>
<li class="md-nav__item">
<a href="../backtesting/" class="md-nav__link">
Backtesting
</a>
</li>
<li class="md-nav__item">
<a href="../hyperopt/" class="md-nav__link">
Hyperopt
</a>
</li>
<li class="md-nav__item">
<a href="../utils/" class="md-nav__link">
Utility Sub-commands
</a>
</li>
<li class="md-nav__item md-nav__item--active">
<input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
<label class="md-nav__link md-nav__link--active" for="__toc">
Plotting
<span class="md-nav__icon md-icon"></span>
</label>
<a href="./" class="md-nav__link md-nav__link--active">
Plotting
</a>
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
<label class="md-nav__title" for="__toc">
<span class="md-nav__icon md-icon"></span>
Table of contents
</label>
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
<li class="md-nav__item">
<a href="#installation-setup" class="md-nav__link">
Installation / Setup
</a>
</li>
<li class="md-nav__item">
<a href="#plot-price-and-indicators" class="md-nav__link">
Plot price and indicators
</a>
<nav class="md-nav" aria-label="Plot price and indicators">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#further-usage-examples" class="md-nav__link">
Further usage examples
</a>
</li>
<li class="md-nav__item">
<a href="#plot-dataframe-basics" class="md-nav__link">
Plot dataframe basics
</a>
<nav class="md-nav" aria-label="Plot dataframe basics">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#advanced-plot-configuration" class="md-nav__link">
Advanced plot configuration
</a>
</li>
</ul>
</nav>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#plot-profit" class="md-nav__link">
Plot profit
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_16" type="checkbox" id="__nav_16" >
<label class="md-nav__link" for="__nav_16">
Data Analysis
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Data Analysis" data-md-level="1">
<label class="md-nav__title" for="__nav_16">
<span class="md-nav__icon md-icon"></span>
Data Analysis
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../data-analysis/" class="md-nav__link">
Jupyter Notebooks
</a>
</li>
<li class="md-nav__item">
<a href="../strategy_analysis_example/" class="md-nav__link">
Strategy analysis
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../exchanges/" class="md-nav__link">
Exchange-specific Notes
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_18" type="checkbox" id="__nav_18" >
<label class="md-nav__link" for="__nav_18">
Advanced Topics
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Advanced Topics" data-md-level="1">
<label class="md-nav__title" for="__nav_18">
<span class="md-nav__icon md-icon"></span>
Advanced Topics
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../advanced-setup/" class="md-nav__link">
Advanced Post-installation Tasks
</a>
</li>
<li class="md-nav__item">
<a href="../edge/" class="md-nav__link">
Edge Positioning
</a>
</li>
<li class="md-nav__item">
<a href="../strategy-advanced/" class="md-nav__link">
Advanced Strategy
</a>
</li>
<li class="md-nav__item">
<a href="../advanced-hyperopt/" class="md-nav__link">
Advanced Hyperopt
</a>
</li>
<li class="md-nav__item">
<a href="../sandbox-testing/" class="md-nav__link">
Sandbox Testing
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../faq/" class="md-nav__link">
FAQ
</a>
</li>
<li class="md-nav__item">
<a href="../sql_cheatsheet/" class="md-nav__link">
SQL Cheat-sheet
</a>
</li>
<li class="md-nav__item">
<a href="../updating/" class="md-nav__link">
Updating Freqtrade
</a>
</li>
<li class="md-nav__item">
<a href="../deprecated/" class="md-nav__link">
Deprecated Features
</a>
</li>
<li class="md-nav__item">
<a href="../developer/" class="md-nav__link">
Contributors Guide
</a>
</li>
</ul>
</nav>
</div>
</div>
</div>
<!-- Table of contents -->
<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
<div class="md-sidebar__scrollwrap">
<div class="md-sidebar__inner">
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
<label class="md-nav__title" for="__toc">
<span class="md-nav__icon md-icon"></span>
Table of contents
</label>
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
<li class="md-nav__item">
<a href="#installation-setup" class="md-nav__link">
Installation / Setup
</a>
</li>
<li class="md-nav__item">
<a href="#plot-price-and-indicators" class="md-nav__link">
Plot price and indicators
</a>
<nav class="md-nav" aria-label="Plot price and indicators">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#further-usage-examples" class="md-nav__link">
Further usage examples
</a>
</li>
<li class="md-nav__item">
<a href="#plot-dataframe-basics" class="md-nav__link">
Plot dataframe basics
</a>
<nav class="md-nav" aria-label="Plot dataframe basics">
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#advanced-plot-configuration" class="md-nav__link">
Advanced plot configuration
</a>
</li>
</ul>
</nav>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="#plot-profit" class="md-nav__link">
Plot profit
</a>
</li>
</ul>
</nav>
</div>
</div>
</div>
<div class="md-content" data-md-component="content">
<article class="md-content__inner md-typeset">
<a href="https://github.com/freqtrade/freqtrade/edit/master/docs/plotting.md" title="Edit this page" class="md-content__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
</a>
<h1 id="plotting">Plotting<a class="headerlink" href="#plotting" title="Permanent link">&para;</a></h1>
<p>This page explains how to plot prices, indicators and profits.</p>
<h2 id="installation-setup">Installation / Setup<a class="headerlink" href="#installation-setup" title="Permanent link">&para;</a></h2>
<p>Plotting modules use the Plotly library. You can install / upgrade this by running the following command:</p>
<p><code>bash
pip install -U -r requirements-plot.txt</code></p>
<h2 id="plot-price-and-indicators">Plot price and indicators<a class="headerlink" href="#plot-price-and-indicators" title="Permanent link">&para;</a></h2>
<p>The <code>freqtrade plot-dataframe</code> subcommand shows an interactive graph with three subplots:</p>
<ul>
<li>Main plot with candlestics and indicators following price (sma/ema)</li>
<li>Volume bars</li>
<li>Additional indicators as specified by <code>--indicators2</code></li>
</ul>
<p><img alt="plot-dataframe" src="../assets/plot-dataframe.png" /></p>
<p>Possible arguments:</p>
<p>```
usage: freqtrade plot-dataframe [-h] [-v] [--logfile FILE] [-V] [-c PATH]
[-d PATH] [--userdir PATH] [-s NAME]
[--strategy-path PATH] [-p PAIRS [PAIRS ...]]
[--indicators1 INDICATORS1 [INDICATORS1 ...]]
[--indicators2 INDICATORS2 [INDICATORS2 ...]]
[--plot-limit INT] [--db-url PATH]
[--trade-source {DB,file}] [--export EXPORT]
[--export-filename PATH]
[--timerange TIMERANGE] [-i TIMEFRAME]
[--no-trades]</p>
<p>optional arguments:
-h, --help show this help message and exit
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
Limit command to these pairs. Pairs are space-
separated.
--indicators1 INDICATORS1 [INDICATORS1 ...]
Set indicators from your strategy you want in the
first row of the graph. Space-separated list. Example:
<code>ema3 ema5</code>. Default: <code>['sma', 'ema3', 'ema5']</code>.
--indicators2 INDICATORS2 [INDICATORS2 ...]
Set indicators from your strategy you want in the
third row of the graph. Space-separated list. Example:
<code>fastd fastk</code>. Default: <code>['macd', 'macdsignal']</code>.
--plot-limit INT Specify tick limit for plotting. Notice: too high
values cause huge files. Default: 750.
--db-url PATH Override trades database URL, this is useful in custom
deployments (default: <code>sqlite:///tradesv3.sqlite</code> for
Live Run mode, <code>sqlite:///tradesv3.dryrun.sqlite</code> for
Dry Run).
--trade-source {DB,file}
Specify the source for trades (Can be DB or file
(backtest file)) Default: file
--export EXPORT Export backtest results, argument are: trades.
Example: <code>--export=trades</code>
--export-filename PATH
Save backtest results to the file with this filename.
Requires <code>--export</code> to be set as well. Example:
<code>--export-filename=user_data/backtest_results/backtest
_today.json</code>
--timerange TIMERANGE
Specify what timerange of data to use.
-i TIMEFRAME, --timeframe TIMEFRAME, --ticker-interval TIMEFRAME
Specify timeframe (<code>1m</code>, <code>5m</code>, <code>30m</code>, <code>1h</code>, <code>1d</code>).
--no-trades Skip using trades from backtesting file and DB.</p>
<p>Common arguments:
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
--logfile FILE Log to the file specified. Special values are:
'syslog', 'journald'. See the documentation for more
details.
-V, --version show program's version number and exit
-c PATH, --config PATH
Specify configuration file (default:
<code>userdir/config.json</code> or <code>config.json</code> whichever
exists). Multiple --config options may be used. Can be
set to <code>-</code> to read config from stdin.
-d PATH, --datadir PATH
Path to directory with historical backtesting data.
--userdir PATH, --user-data-dir PATH
Path to userdata directory.</p>
<p>Strategy arguments:
-s NAME, --strategy NAME
Specify strategy class name which will be used by the
bot.
--strategy-path PATH Specify additional strategy lookup path.</p>
<p>```</p>
<p>Example:</p>
<p><code>bash
freqtrade plot-dataframe -p BTC/ETH</code></p>
<p>The <code>-p/--pairs</code> argument can be used to specify pairs you would like to plot.</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>The <code>freqtrade plot-dataframe</code> subcommand generates one plot-file per pair.</p>
</div>
<p>Specify custom indicators.
Use <code>--indicators1</code> for the main plot and <code>--indicators2</code> for the subplot below (if values are in a different range than prices).</p>
<div class="admonition tip">
<p class="admonition-title">Tip</p>
<p>You will almost certainly want to specify a custom strategy! This can be done by adding <code>-s Classname</code> / <code>--strategy ClassName</code> to the command.</p>
</div>
<p><code>bash
freqtrade plot-dataframe --strategy AwesomeStrategy -p BTC/ETH --indicators1 sma ema --indicators2 macd</code></p>
<h3 id="further-usage-examples">Further usage examples<a class="headerlink" href="#further-usage-examples" title="Permanent link">&para;</a></h3>
<p>To plot multiple pairs, separate them with a space:</p>
<p><code>bash
freqtrade plot-dataframe --strategy AwesomeStrategy -p BTC/ETH XRP/ETH</code></p>
<p>To plot a timerange (to zoom in)</p>
<p><code>bash
freqtrade plot-dataframe --strategy AwesomeStrategy -p BTC/ETH --timerange=20180801-20180805</code></p>
<p>To plot trades stored in a database use <code>--db-url</code> in combination with <code>--trade-source DB</code>:</p>
<p><code>bash
freqtrade plot-dataframe --strategy AwesomeStrategy --db-url sqlite:///tradesv3.dry_run.sqlite -p BTC/ETH --trade-source DB</code></p>
<p>To plot trades from a backtesting result, use <code>--export-filename &lt;filename&gt;</code></p>
<p><code>bash
freqtrade plot-dataframe --strategy AwesomeStrategy --export-filename user_data/backtest_results/backtest-result.json -p BTC/ETH</code></p>
<h3 id="plot-dataframe-basics">Plot dataframe basics<a class="headerlink" href="#plot-dataframe-basics" title="Permanent link">&para;</a></h3>
<p><img alt="plot-dataframe2" src="../assets/plot-dataframe2.png" /></p>
<p>The <code>plot-dataframe</code> subcommand requires backtesting data, a strategy and either a backtesting-results file or a database, containing trades corresponding to the strategy.</p>
<p>The resulting plot will have the following elements:</p>
<ul>
<li>Green triangles: Buy signals from the strategy. (Note: not every buy signal generates a trade, compare to cyan circles.)</li>
<li>Red triangles: Sell signals from the strategy. (Also, not every sell signal terminates a trade, compare to red and green squares.)</li>
<li>Cyan circles: Trade entry points.</li>
<li>Red squares: Trade exit points for trades with loss or 0% profit.</li>
<li>Green squares: Trade exit points for profitable trades.</li>
<li>Indicators with values corresponding to the candle scale (e.g. SMA/EMA), as specified with <code>--indicators1</code>.</li>
<li>Volume (bar chart at the bottom of the main chart).</li>
<li>Indicators with values in different scales (e.g. MACD, RSI) below the volume bars, as specified with <code>--indicators2</code>.</li>
</ul>
<div class="admonition note">
<p class="admonition-title">Bollinger Bands</p>
<p>Bollinger bands are automatically added to the plot if the columns <code>bb_lowerband</code> and <code>bb_upperband</code> exist, and are painted as a light blue area spanning from the lower band to the upper band.</p>
</div>
<h4 id="advanced-plot-configuration">Advanced plot configuration<a class="headerlink" href="#advanced-plot-configuration" title="Permanent link">&para;</a></h4>
<p>An advanced plot configuration can be specified in the strategy in the <code>plot_config</code> parameter.</p>
<p>Additional features when using plot_config include:</p>
<ul>
<li>Specify colors per indicator</li>
<li>Specify additional subplots</li>
<li>Specify indicator pairs to fill area in between </li>
</ul>
<p>The sample plot configuration below specifies fixed colors for the indicators. Otherwise, consecutive plots may produce different color schemes each time, making comparisons difficult.
It also allows multiple subplots to display both MACD and RSI at the same time.</p>
<p>Plot type can be configured using <code>type</code> key. Possible types are:
* <code>scatter</code> corresponding to <code>plotly.graph_objects.Scatter</code> class (default).
* <code>bar</code> corresponding to <code>plotly.graph_objects.Bar</code> class.</p>
<p>Extra parameters to <code>plotly.graph_objects.*</code> constructor can be specified in <code>plotly</code> dict.</p>
<p>Sample configuration with inline comments explaining the process:</p>
<p><code>`` python
plot_config = {
'main_plot': {
# Configuration for main plot indicators.
# Specifies</code>ema10<code>to be red, and</code>ema50` to be a shade of gray
'ema10': {'color': 'red'},
'ema50': {'color': '#CCCCCC'},
# By omitting color, a random color is selected.
'sar': {},
# fill area between senkou_a and senkou_b
'senkou_a': {
'color': 'green', #optional
'fill_to': 'senkou_b',
'fill_label': 'Ichimoku Cloud', #optional
'fill_color': 'rgba(255,76,46,0.2)', #optional
},
# plot senkou_b, too. Not only the area to it.
'senkou_b': {}
},
'subplots': {
# Create subplot MACD
"MACD": {
'macd': {'color': 'blue', 'fill_to': 'macdhist'},
'macdsignal': {'color': 'orange'},
'macdhist': {'type': 'bar', 'plotly': {'opacity': 0.9}}
},
# Additional subplot RSI
"RSI": {
'rsi': {'color': 'red'}
}
}
}</p>
<p>```</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>The above configuration assumes that <code>ema10</code>, <code>ema50</code>, <code>senkou_a</code>, <code>senkou_b</code>,
<code>macd</code>, <code>macdsignal</code>, <code>macdhist</code> and <code>rsi</code> are columns in the DataFrame created by the strategy.</p>
</div>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p><code>plotly</code> arguments are only supported with plotly library and will not work with freq-ui.</p>
</div>
<h2 id="plot-profit">Plot profit<a class="headerlink" href="#plot-profit" title="Permanent link">&para;</a></h2>
<p><img alt="plot-profit" src="../assets/plot-profit.png" /></p>
<p>The <code>plot-profit</code> subcommand shows an interactive graph with three plots:</p>
<ul>
<li>Average closing price for all pairs.</li>
<li>The summarized profit made by backtesting.
Note that this is not the real-world profit, but more of an estimate.</li>
<li>Profit for each individual pair.</li>
</ul>
<p>The first graph is good to get a grip of how the overall market progresses.</p>
<p>The second graph will show if your algorithm works or doesn't.
Perhaps you want an algorithm that steadily makes small profits, or one that acts less often, but makes big swings.
This graph will also highlight the start (and end) of the Max drawdown period.</p>
<p>The third graph can be useful to spot outliers, events in pairs that cause profit spikes.</p>
<p>Possible options for the <code>freqtrade plot-profit</code> subcommand:</p>
<p>```
usage: freqtrade plot-profit [-h] [-v] [--logfile FILE] [-V] [-c PATH]
[-d PATH] [--userdir PATH] [-s NAME]
[--strategy-path PATH] [-p PAIRS [PAIRS ...]]
[--timerange TIMERANGE] [--export EXPORT]
[--export-filename PATH] [--db-url PATH]
[--trade-source {DB,file}] [-i TIMEFRAME]</p>
<p>optional arguments:
-h, --help show this help message and exit
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
Limit command to these pairs. Pairs are space-
separated.
--timerange TIMERANGE
Specify what timerange of data to use.
--export EXPORT Export backtest results, argument are: trades.
Example: <code>--export=trades</code>
--export-filename PATH
Save backtest results to the file with this filename.
Requires <code>--export</code> to be set as well. Example:
<code>--export-filename=user_data/backtest_results/backtest
_today.json</code>
--db-url PATH Override trades database URL, this is useful in custom
deployments (default: <code>sqlite:///tradesv3.sqlite</code> for
Live Run mode, <code>sqlite:///tradesv3.dryrun.sqlite</code> for
Dry Run).
--trade-source {DB,file}
Specify the source for trades (Can be DB or file
(backtest file)) Default: file
-i TIMEFRAME, --timeframe TIMEFRAME, --ticker-interval TIMEFRAME
Specify timeframe (<code>1m</code>, <code>5m</code>, <code>30m</code>, <code>1h</code>, <code>1d</code>).
--auto-open Automatically open generated plot.</p>
<p>Common arguments:
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
--logfile FILE Log to the file specified. Special values are:
'syslog', 'journald'. See the documentation for more
details.
-V, --version show program's version number and exit
-c PATH, --config PATH
Specify configuration file (default:
<code>userdir/config.json</code> or <code>config.json</code> whichever
exists). Multiple --config options may be used. Can be
set to <code>-</code> to read config from stdin.
-d PATH, --datadir PATH
Path to directory with historical backtesting data.
--userdir PATH, --user-data-dir PATH
Path to userdata directory.</p>
<p>Strategy arguments:
-s NAME, --strategy NAME
Specify strategy class name which will be used by the
bot.
--strategy-path PATH Specify additional strategy lookup path.</p>
<p>```</p>
<p>The <code>-p/--pairs</code> argument, can be used to limit the pairs that are considered for this calculation.</p>
<p>Examples:</p>
<p>Use custom backtest-export file</p>
<p><code>bash
freqtrade plot-profit -p LTC/BTC --export-filename user_data/backtest_results/backtest-result.json</code></p>
<p>Use custom database</p>
<p><code>bash
freqtrade plot-profit -p LTC/BTC --db-url sqlite:///tradesv3.sqlite --trade-source DB</code></p>
<p><code>bash
freqtrade --datadir user_data/data/binance_save/ plot-profit -p LTC/BTC</code></p>
</article>
</div>
</div>
</main>
<footer class="md-footer">
<nav class="md-footer__inner md-grid" aria-label="Footer">
<a href="../utils/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Utility Sub-commands" rel="prev">
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
</div>
<div class="md-footer__title">
<div class="md-ellipsis">
<span class="md-footer__direction">
Previous
</span>
Utility Sub-commands
</div>
</div>
</a>
<a href="../data-analysis/" class="md-footer__link md-footer__link--next" aria-label="Next: Jupyter Notebooks" rel="next">
<div class="md-footer__title">
<div class="md-ellipsis">
<span class="md-footer__direction">
Next
</span>
Jupyter Notebooks
</div>
</div>
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4z"/></svg>
</div>
</a>
</nav>
<div class="md-footer-meta md-typeset">
<div class="md-footer-meta__inner md-grid">
<div class="md-footer-copyright">
Made with
<a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
Material for MkDocs
</a>
</div>
</div>
</div>
</footer>
<!-- Place this tag in your head or just before your close body tag. -->
<script async defer src="https://buttons.github.io/buttons.js"></script>
<script src="https://code.jquery.com/jquery-3.4.1.min.js"
integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
<!-- Load binance SDK -->
<script async defer src="https://public.bnbstatic.com/static/js/broker-sdk/broker-sdk@1.0.0.min.js"></script>
<script>
window.onload = function () {
var sidebar = document.getElementById('widget-wrapper')
var newDiv = document.createElement("div");
newDiv.id = "widget";
try {
sidebar.prepend(newDiv);
window.binanceBrokerPortalSdk.initBrokerSDK('#widget', {
apiHost: 'https://www.binance.com',
brokerId: 'R4BD3S82',
slideTime: 4e4,
});
} catch(err) {
console.log(err)
}
}
</script>
</div>
<div class="md-dialog" data-md-component="dialog">
<div class="md-dialog__inner md-typeset"></div>
</div>
<script id="__config" type="application/json">{"base": "..", "features": [], "translations": {"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "search": "../assets/javascripts/workers/search.53c85856.min.js", "version": {"provider": "mike"}}</script>
<script src="../assets/javascripts/bundle.716f8af4.min.js"></script>
<script src="../javascripts/config.js"></script>
<script src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
<script src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
</body>
</html>
Reference in New Issue View Git Blame Copy Permalink