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Common
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1. Install TA-Lib
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TA-Lib manual installation
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3. Install Freqtrade
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4. Install python dependencies
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5. Initialize the configuration
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Install freqtrade manually
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Install ta-lib
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Configuration
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Hyperopt
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Edge Positioning
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Data Analysis
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Jupyter Notebooks
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Strategy analysis
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Plotting
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SQL Cheatsheet
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Advanced Post-installation Tasks
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Advanced Strategy
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Advanced Hyperopt
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Sandbox Testing
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Prerequisite
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Quick start
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Easy Installation Script (Linux/MacOS)
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Custom Installation
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Linux - Ubuntu 16.04
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Install necessary dependencies
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Raspberry Pi / Raspbian
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Common
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1. Install TA-Lib
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TA-Lib manual installation
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2. Setup your Python virtual environment (virtualenv)
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3. Install Freqtrade
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4. Install python dependencies
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5. Initialize the configuration
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6. Run the Bot
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Using Conda
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Install freqtrade manually
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<h1 id="installation">Installation<a class="headerlink" href="#installation" title="Permanent link">&para;</a></h1>
<p>This page explains how to prepare your environment for running the bot.</p>
<p>Please consider using the prebuilt <a href="../docker/">docker images</a> to get started quickly while trying out freqtrade evaluating how it operates.</p>
<h2 id="prerequisite">Prerequisite<a class="headerlink" href="#prerequisite" title="Permanent link">&para;</a></h2>
<h3 id="requirements">Requirements<a class="headerlink" href="#requirements" title="Permanent link">&para;</a></h3>
<p>Click each one for install guide:</p>
<ul>
<li><a href="http://docs.python-guide.org/en/latest/starting/installation/">Python &gt;= 3.6.x</a></li>
<li><a href="https://pip.pypa.io/en/stable/installing/">pip</a></li>
<li><a href="https://git-scm.com/book/en/v2/Getting-Started-Installing-Git">git</a></li>
<li><a href="https://virtualenv.pypa.io/en/stable/installation/">virtualenv</a> (Recommended)</li>
<li><a href="https://mrjbq7.github.io/ta-lib/install.html">TA-Lib</a> (install instructions below)</li>
</ul>
<p>We also recommend a <a href="../telegram-usage/#setup-your-telegram-bot">Telegram bot</a>, which is optional but recommended.</p>
<h2 id="quick-start">Quick start<a class="headerlink" href="#quick-start" title="Permanent link">&para;</a></h2>
<p>Freqtrade provides the Linux/MacOS Easy Installation script to install all dependencies and help you configure the bot.</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>Windows installation is explained <a href="#windows">here</a>.</p>
</div>
<p>The easiest way to install and run Freqtrade is to clone the bot Github repository and then run the Easy Installation script, if it's available for your platform.</p>
<div class="admonition note">
<p class="admonition-title">Version considerations</p>
<p>When cloning the repository the default working branch has the name <code>develop</code>. This branch contains all last features (can be considered as relatively stable, thanks to automated tests). The <code>master</code> branch contains the code of the last release (done usually once per month on an approximately one week old snapshot of the <code>develop</code> branch to prevent packaging bugs, so potentially it's more stable).</p>
</div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>Python3.6 or higher and the corresponding <code>pip</code> are assumed to be available. The install-script will warn you and stop if that's not the case. <code>git</code> is also needed to clone the Freqtrade repository.</p>
</div>
<p>This can be achieved with the following commands:</p>
<div class="highlight"><pre><span></span><code>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/freqtrade/freqtrade.git
<span class="nb">cd</span><span class="w"> </span>freqtrade
git<span class="w"> </span>checkout<span class="w"> </span>master<span class="w"> </span><span class="c1"># Optional, see (1)</span>
./setup.sh<span class="w"> </span>--install
</code></pre></div>
<p>(1) This command switches the cloned repository to the use of the <code>master</code> branch. It's not needed if you wish to stay on the <code>develop</code> branch. You may later switch between branches at any time with the <code>git checkout master</code>/<code>git checkout develop</code> commands.</p>
<h2 id="easy-installation-script-linuxmacos">Easy Installation Script (Linux/MacOS)<a class="headerlink" href="#easy-installation-script-linuxmacos" title="Permanent link">&para;</a></h2>
<p>If you are on Debian, Ubuntu or MacOS Freqtrade provides the script to install, update, configure and reset the codebase of your bot.</p>
<div class="highlight"><pre><span></span><code>$<span class="w"> </span>./setup.sh
usage:
<span class="w"> </span>-i,--install<span class="w"> </span>Install<span class="w"> </span>freqtrade<span class="w"> </span>from<span class="w"> </span>scratch
<span class="w"> </span>-u,--update<span class="w"> </span>Command<span class="w"> </span>git<span class="w"> </span>pull<span class="w"> </span>to<span class="w"> </span>update.
<span class="w"> </span>-r,--reset<span class="w"> </span>Hard<span class="w"> </span>reset<span class="w"> </span>your<span class="w"> </span>develop/master<span class="w"> </span>branch.
<span class="w"> </span>-c,--config<span class="w"> </span>Easy<span class="w"> </span>config<span class="w"> </span>generator<span class="w"> </span><span class="o">(</span>Will<span class="w"> </span>override<span class="w"> </span>your<span class="w"> </span>existing<span class="w"> </span>file<span class="o">)</span>.
</code></pre></div>
<p>** --install **</p>
<p>With this option, the script will install the bot and most dependencies:
You will need to have git and python3.6+ installed beforehand for this to work.</p>
<ul>
<li>Mandatory software as: <code>ta-lib</code></li>
<li>Setup your virtualenv under <code>.env/</code></li>
</ul>
<p>This option is a combination of installation tasks, <code>--reset</code> and <code>--config</code>.</p>
<p>** --update **</p>
<p>This option will pull the last version of your current branch and update your virtualenv. Run the script with this option periodically to update your bot.</p>
<p>** --reset **</p>
<p>This option will hard reset your branch (only if you are on either <code>master</code> or <code>develop</code>) and recreate your virtualenv.</p>
<p>** --config **</p>
<p>DEPRECATED - use <code>freqtrade new-config -c config.json</code> instead.</p>
<hr />
<h2 id="custom-installation">Custom Installation<a class="headerlink" href="#custom-installation" title="Permanent link">&para;</a></h2>
<p>We've included/collected install instructions for Ubuntu 16.04, MacOS, and Windows. These are guidelines and your success may vary with other distros.
OS Specific steps are listed first, the <a href="#common">Common</a> section below is necessary for all systems.</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>Python3.6 or higher and the corresponding pip are assumed to be available.</p>
</div>
<h3 id="linux-ubuntu-1604">Linux - Ubuntu 16.04<a class="headerlink" href="#linux-ubuntu-1604" title="Permanent link">&para;</a></h3>
<h4 id="install-necessary-dependencies">Install necessary dependencies<a class="headerlink" href="#install-necessary-dependencies" title="Permanent link">&para;</a></h4>
<div class="highlight"><pre><span></span><code>sudo<span class="w"> </span>apt-get<span class="w"> </span>update
sudo<span class="w"> </span>apt-get<span class="w"> </span>install<span class="w"> </span>build-essential<span class="w"> </span>git
</code></pre></div>
<h3 id="raspberry-pi-raspbian">Raspberry Pi / Raspbian<a class="headerlink" href="#raspberry-pi-raspbian" title="Permanent link">&para;</a></h3>
<p>The following assumes the latest <a href="https://www.raspberrypi.org/downloads/raspbian/">Raspbian Buster lite image</a> from at least September 2019.
This image comes with python3.7 preinstalled, making it easy to get freqtrade up and running.</p>
<p>Tested using a Raspberry Pi 3 with the Raspbian Buster lite image, all updates applied.</p>
<div class="highlight"><pre><span></span><code>sudo<span class="w"> </span>apt-get<span class="w"> </span>install<span class="w"> </span>python3-venv<span class="w"> </span>libatlas-base-dev
git<span class="w"> </span>clone<span class="w"> </span>https://github.com/freqtrade/freqtrade.git
<span class="nb">cd</span><span class="w"> </span>freqtrade
bash<span class="w"> </span>setup.sh<span class="w"> </span>-i
</code></pre></div>
<div class="admonition note">
<p class="admonition-title">Installation duration</p>
<p>Depending on your internet speed and the Raspberry Pi version, installation can take multiple hours to complete.</p>
</div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>The above does not install hyperopt dependencies. To install these, please use <code>python3 -m pip install -e .[hyperopt]</code>.
We do not advise to run hyperopt on a Raspberry Pi, since this is a very resource-heavy operation, which should be done on powerful machine.</p>
</div>
<h3 id="common">Common<a class="headerlink" href="#common" title="Permanent link">&para;</a></h3>
<h4 id="1-install-ta-lib">1. Install TA-Lib<a class="headerlink" href="#1-install-ta-lib" title="Permanent link">&para;</a></h4>
<p>Use the provided ta-lib installation script</p>
<div class="highlight"><pre><span></span><code>sudo<span class="w"> </span>./build_helpers/install_ta-lib.sh
</code></pre></div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>This will use the ta-lib tar.gz included in this repository.</p>
</div>
<h5 id="ta-lib-manual-installation">TA-Lib manual installation<a class="headerlink" href="#ta-lib-manual-installation" title="Permanent link">&para;</a></h5>
<p>Official webpage: <a href="https://mrjbq7.github.io/ta-lib/install.html">https://mrjbq7.github.io/ta-lib/install.html</a></p>
<div class="highlight"><pre><span></span><code>wget<span class="w"> </span>http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz
tar<span class="w"> </span>xvzf<span class="w"> </span>ta-lib-0.4.0-src.tar.gz
<span class="nb">cd</span><span class="w"> </span>ta-lib
sed<span class="w"> </span>-i.bak<span class="w"> </span><span class="s2">&quot;s|0.00000001|0.000000000000000001 |g&quot;</span><span class="w"> </span>src/ta_func/ta_utility.h
./configure<span class="w"> </span>--prefix<span class="o">=</span>/usr/local
make
sudo<span class="w"> </span>make<span class="w"> </span>install
<span class="nb">cd</span><span class="w"> </span>..
rm<span class="w"> </span>-rf<span class="w"> </span>./ta-lib*
</code></pre></div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>An already downloaded version of ta-lib is included in the repository, as the sourceforge.net source seems to have problems frequently.</p>
</div>
<h4 id="2-setup-your-python-virtual-environment-virtualenv">2. Setup your Python virtual environment (virtualenv)<a class="headerlink" href="#2-setup-your-python-virtual-environment-virtualenv" title="Permanent link">&para;</a></h4>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>This step is optional but strongly recommended to keep your system organized</p>
</div>
<div class="highlight"><pre><span></span><code>python3<span class="w"> </span>-m<span class="w"> </span>venv<span class="w"> </span>.env
<span class="nb">source</span><span class="w"> </span>.env/bin/activate
</code></pre></div>
<h4 id="3-install-freqtrade">3. Install Freqtrade<a class="headerlink" href="#3-install-freqtrade" title="Permanent link">&para;</a></h4>
<p>Clone the git repository:</p>
<div class="highlight"><pre><span></span><code>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/freqtrade/freqtrade.git
<span class="nb">cd</span><span class="w"> </span>freqtrade
</code></pre></div>
<p>Optionally checkout the master branch to get the latest stable release:</p>
<div class="highlight"><pre><span></span><code>git<span class="w"> </span>checkout<span class="w"> </span>master
</code></pre></div>
<h4 id="4-install-python-dependencies">4. Install python dependencies<a class="headerlink" href="#4-install-python-dependencies" title="Permanent link">&para;</a></h4>
<div class="highlight"><pre><span></span><code>python3<span class="w"> </span>-m<span class="w"> </span>pip<span class="w"> </span>install<span class="w"> </span>--upgrade<span class="w"> </span>pip
python3<span class="w"> </span>-m<span class="w"> </span>pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </span>.
</code></pre></div>
<h4 id="5-initialize-the-configuration">5. Initialize the configuration<a class="headerlink" href="#5-initialize-the-configuration" title="Permanent link">&para;</a></h4>
<div class="highlight"><pre><span></span><code><span class="c1"># Initialize the user_directory</span>
freqtrade<span class="w"> </span>create-userdir<span class="w"> </span>--userdir<span class="w"> </span>user_data/
<span class="c1"># Create a new configuration file</span>
freqtrade<span class="w"> </span>new-config<span class="w"> </span>--config<span class="w"> </span>config.json
</code></pre></div>
<blockquote>
<p><em>To edit the config please refer to <a href="../configuration/">Bot Configuration</a>.</em></p>
</blockquote>
<h4 id="6-run-the-bot">6. Run the Bot<a class="headerlink" href="#6-run-the-bot" title="Permanent link">&para;</a></h4>
<p>If this is the first time you run the bot, ensure you are running it in Dry-run <code>"dry_run": true,</code> otherwise it will start to buy and sell coins.</p>
<div class="highlight"><pre><span></span><code>freqtrade<span class="w"> </span>trade<span class="w"> </span>-c<span class="w"> </span>config.json
</code></pre></div>
<p><em>Note</em>: If you run the bot on a server, you should consider using <a href="../docker/">Docker</a> or a terminal multiplexer like <code>screen</code> or <a href="https://en.wikipedia.org/wiki/Tmux"><code>tmux</code></a> to avoid that the bot is stopped on logout.</p>
<h4 id="7-optional-post-installation-tasks">7. (Optional) Post-installation Tasks<a class="headerlink" href="#7-optional-post-installation-tasks" title="Permanent link">&para;</a></h4>
<p>On Linux, as an optional post-installation task, you may wish to setup the bot to run as a <code>systemd</code> service or configure it to send the log messages to the <code>syslog</code>/<code>rsyslog</code> or <code>journald</code> daemons. See <a href="../advanced-setup/#advanced-logging">Advanced Logging</a> for details.</p>
<hr />
<h2 id="using-conda">Using Conda<a class="headerlink" href="#using-conda" title="Permanent link">&para;</a></h2>
<p>Freqtrade can also be installed using Anaconda (or Miniconda).</p>
<div class="highlight"><pre><span></span><code>conda<span class="w"> </span>env<span class="w"> </span>create<span class="w"> </span>-f<span class="w"> </span>environment.yml
</code></pre></div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>This requires the <a href="#1-install-ta-lib">ta-lib</a> C-library to be installed first.</p>
</div>
<h2 id="windows">Windows<a class="headerlink" href="#windows" title="Permanent link">&para;</a></h2>
<p>We recommend that Windows users use <a href="../docker/">Docker</a> as this will work much easier and smoother (also more secure).</p>
<p>If that is not possible, try using the Windows Linux subsystem (WSL) - for which the Ubuntu instructions should work.
If that is not available on your system, feel free to try the instructions below, which led to success for some.</p>
<h3 id="install-freqtrade-manually">Install freqtrade manually<a class="headerlink" href="#install-freqtrade-manually" title="Permanent link">&para;</a></h3>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>Make sure to use 64bit Windows and 64bit Python to avoid problems with backtesting or hyperopt due to the memory constraints 32bit applications have under Windows.</p>
</div>
<div class="admonition hint">
<p class="admonition-title">Hint</p>
<p>Using the <a href="https://www.anaconda.com/distribution/">Anaconda Distribution</a> under Windows can greatly help with installation problems. Check out the <a href="#using-conda">Conda section</a> in this document for more information.</p>
</div>
<h4 id="clone-the-git-repository">Clone the git repository<a class="headerlink" href="#clone-the-git-repository" title="Permanent link">&para;</a></h4>
<div class="highlight"><pre><span></span><code>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/freqtrade/freqtrade.git
</code></pre></div>
<h4 id="install-ta-lib">Install ta-lib<a class="headerlink" href="#install-ta-lib" title="Permanent link">&para;</a></h4>
<p>Install ta-lib according to the <a href="https://github.com/mrjbq7/ta-lib#windows">ta-lib documentation</a>.</p>
<p>As compiling from source on windows has heavy dependencies (requires a partial visual studio installation), there is also a repository of unofficial precompiled windows Wheels <a href="https://www.lfd.uci.edu/~gohlke/pythonlibs/#ta-lib">here</a>, which needs to be downloaded and installed using <code>pip install TA_Lib0.4.18cp38cp38win_amd64.whl</code> (make sure to use the version matching your python version)</p>
<div class="highlight"><pre><span></span><code>&gt;cd \path\freqtrade-develop
&gt;python -m venv .env
&gt;.env\Scripts\activate.bat
REM optionally install ta-lib from wheel
REM &gt;pip install TA_Lib0.4.18cp38cp38win_amd64.whl
&gt;pip install -r requirements.txt
&gt;pip install -e .
&gt;freqtrade
</code></pre></div>
<blockquote>
<p>Thanks <a href="https://github.com/Owdr">Owdr</a> for the commands. Source: <a href="https://github.com/freqtrade/freqtrade/issues/222">Issue #222</a></p>
</blockquote>
<h4 id="error-during-installation-under-windows">Error during installation under Windows<a class="headerlink" href="#error-during-installation-under-windows" title="Permanent link">&para;</a></h4>
<div class="highlight"><pre><span></span><code>error:<span class="w"> </span>Microsoft<span class="w"> </span>Visual<span class="w"> </span>C++<span class="w"> </span><span class="m">14</span>.0<span class="w"> </span>is<span class="w"> </span>required.<span class="w"> </span>Get<span class="w"> </span>it<span class="w"> </span>with<span class="w"> </span><span class="s2">&quot;Microsoft Visual C++ Build Tools&quot;</span>:<span class="w"> </span>http://landinghub.visualstudio.com/visual-cpp-build-tools
</code></pre></div>
<p>Unfortunately, many packages requiring compilation don't provide a pre-build wheel. It is therefore mandatory to have a C/C++ compiler installed and available for your python environment to use.</p>
<p>The easiest way is to download install Microsoft Visual Studio Community <a href="https://visualstudio.microsoft.com/downloads/">here</a> and make sure to install "Common Tools for Visual C++" to enable building c code on Windows. Unfortunately, this is a heavy download / dependency (~4Gb) so you might want to consider WSL or <a href="../docker/">docker</a> first.</p>
<hr />
<p>Now you have an environment ready, the next step is
<a href="../configuration/">Bot Configuration</a>.</p>
<h2 id="troubleshooting">Troubleshooting<a class="headerlink" href="#troubleshooting" title="Permanent link">&para;</a></h2>
<h3 id="macos-installation-error">MacOS installation error<a class="headerlink" href="#macos-installation-error" title="Permanent link">&para;</a></h3>
<p>Newer versions of MacOS may have installation failed with errors like <code>error: command 'g++' failed with exit status 1</code>.</p>
<p>This error will require explicit installation of the SDK Headers, which are not installed by default in this version of MacOS.
For MacOS 10.14, this can be accomplished with the below command.</p>
<div class="highlight"><pre><span></span><code>open<span class="w"> </span>/Library/Developer/CommandLineTools/Packages/macOS_SDK_headers_for_macOS_10.14.pkg
</code></pre></div>
<p>If this file is inexistant, then you're probably on a different version of MacOS, so you may need to consult the internet for specific resolution details.</p>
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