Merge pull request #4218 from sobeit2020/develop
Conda - installation process : adding and explaining
This commit is contained in:
Matthias
GitHub
commit
375f551e5d
@ -2,94 +2,49 @@
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This page explains how to prepare your environment for running the bot.
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The freqtrade documentation describes various ways to install freqtrade
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* [Docker images](docker_quickstart.md) (separate page)
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* [Script Installation](#script-installation)
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* [Manual Installation](#manual-installation)
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* [Installation with Conda](#installation-with-conda)
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Please consider using the prebuilt [docker images](docker_quickstart.md) to get started quickly while evaluating how freqtrade works.
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## Prerequisite
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------
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### Requirements
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## Information
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Click each one for install guide:
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For Windows installation, please use the [windows installation guide](windows_installation.md).
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* [Python >= 3.7.x](http://docs.python-guide.org/en/latest/starting/installation/)
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* [pip](https://pip.pypa.io/en/stable/installing/)
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* [git](https://git-scm.com/book/en/v2/Getting-Started-Installing-Git)
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* [virtualenv](https://virtualenv.pypa.io/en/stable/installation.html) (Recommended)
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* [TA-Lib](https://mrjbq7.github.io/ta-lib/install.html) (install instructions below)
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We also recommend a [Telegram bot](telegram-usage.md#setup-your-telegram-bot), which is optional but recommended.
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!!! Warning "Up-to-date clock"
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The clock on the system running the bot must be accurate, synchronized to a NTP server frequently enough to avoid problems with communication to the exchanges.
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## Quick start
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Freqtrade provides the Linux/MacOS Easy Installation script to install all dependencies and help you configure the bot.
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!!! Note
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Windows installation is explained [here](#windows).
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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.
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The easiest way to install and run Freqtrade is to clone the bot Github repository and then run the `./setup.sh` script, if it's available for your platform.
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!!! Note "Version considerations"
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When cloning the repository the default working branch has the name `develop`. This branch contains all last features (can be considered as relatively stable, thanks to automated tests). The `stable` branch contains the code of the last release (done usually once per month on an approximately one week old snapshot of the `develop` branch to prevent packaging bugs, so potentially it's more stable).
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When cloning the repository the default working branch has the name `develop`. This branch contains all last features (can be considered as relatively stable, thanks to automated tests).
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The `stable` branch contains the code of the last release (done usually once per month on an approximately one week old snapshot of the `develop` branch to prevent packaging bugs, so potentially it's more stable).
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!!! Note
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Python3.7 or higher and the corresponding `pip` are assumed to be available. The install-script will warn you and stop if that's not the case. `git` is also needed to clone the Freqtrade repository.
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Also, python headers (`python<yourversion>-dev` / `python<yourversion>-devel`) must be available for the installation to complete successfully.
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This can be achieved with the following commands:
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```bash
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git clone https://github.com/freqtrade/freqtrade.git
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cd freqtrade
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# git checkout stable # Optional, see (1)
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./setup.sh --install
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```
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(1) This command switches the cloned repository to the use of the `stable` branch. It's not needed if you wish to stay on the `develop` branch. You may later switch between branches at any time with the `git checkout stable`/`git checkout develop` commands.
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## Easy Installation Script (Linux/MacOS)
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If you are on Debian, Ubuntu or MacOS Freqtrade provides the script to install, update, configure and reset the codebase of your bot.
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```bash
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$ ./setup.sh
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usage:
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-i,--install Install freqtrade from scratch
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-u,--update Command git pull to update.
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-r,--reset Hard reset your develop/stable branch.
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-c,--config Easy config generator (Will override your existing file).
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```
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** --install **
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With this option, the script will install the bot and most dependencies:
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You will need to have git and python3.7+ installed beforehand for this to work.
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* Mandatory software as: `ta-lib`
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* Setup your virtualenv under `.env/`
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This option is a combination of installation tasks, `--reset` and `--config`.
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** --update **
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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.
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** --reset **
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This option will hard reset your branch (only if you are on either `stable` or `develop`) and recreate your virtualenv.
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** --config **
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DEPRECATED - use `freqtrade new-config -c config.json` instead.
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### Activate your virtual environment
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Each time you open a new terminal, you must run `source .env/bin/activate`.
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!!! Warning "Up-to-date clock"
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The clock on the system running the bot must be accurate, synchronized to a NTP server frequently enough to avoid problems with communication to the exchanges.
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------
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## Custom Installation
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## Requirements
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These requirements apply to both [Script Installation](#script-installation) and [Manual Installation](#manual-installation).
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### Install guide
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* [Python >= 3.7.x](http://docs.python-guide.org/en/latest/starting/installation/)
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* [pip](https://pip.pypa.io/en/stable/installing/)
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* [git](https://git-scm.com/book/en/v2/Getting-Started-Installing-Git)
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* [virtualenv](https://virtualenv.pypa.io/en/stable/installation.html) (Recommended)
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* [TA-Lib](https://mrjbq7.github.io/ta-lib/install.html) (install instructions [below](#install-ta-lib))
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### Install code
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We've included/collected install instructions for Ubuntu, MacOS, and Windows. These are guidelines and your success may vary with other distros.
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OS Specific steps are listed first, the [Common](#common) section below is necessary for all systems.
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@ -97,12 +52,15 @@ OS Specific steps are listed first, the [Common](#common) section below is neces
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!!! Note
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Python3.7 or higher and the corresponding pip are assumed to be available.
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=== "Ubuntu/Debian"
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=== "Debian/Ubuntu"
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#### Install necessary dependencies
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```bash
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# update repository
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sudo apt-get update
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sudo apt-get install build-essential git
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# install packages
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sudo apt install -y python3-pip python3-venv python3-pandas python3-pip git
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```
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=== "RaspberryPi/Raspbian"
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@ -112,7 +70,7 @@ OS Specific steps are listed first, the [Common](#common) section below is neces
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Tested using a Raspberry Pi 3 with the Raspbian Buster lite image, all updates applied.
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``` bash
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```bash
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sudo apt-get install python3-venv libatlas-base-dev cmake
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# Use pywheels.org to speed up installation
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sudo echo "[global]\nextra-index-url=https://www.piwheels.org/simple" > tee /etc/pip.conf
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@ -125,17 +83,106 @@ OS Specific steps are listed first, the [Common](#common) section below is neces
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!!! Note "Installation duration"
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Depending on your internet speed and the Raspberry Pi version, installation can take multiple hours to complete.
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Due to this, we recommend to use the prebuild docker-image for Raspberry, by following the [Docker quickstart documentation](docker_quickstart.md)
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Due to this, we recommend to use the pre-build docker-image for Raspberry, by following the [Docker quickstart documentation](docker_quickstart.md)
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!!! Note
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The above does not install hyperopt dependencies. To install these, please use `python3 -m pip install -e .[hyperopt]`.
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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.
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### Common
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------
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#### 1. Install TA-Lib
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## Freqtrade repository
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Use the provided ta-lib installation script
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Freqtrade is an open source crypto-currency trading bot, whose code is hosted on `github.com`
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```bash
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# Download `develop` branch of freqtrade repository
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git clone https://github.com/freqtrade/freqtrade.git
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# Enter downloaded directory
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cd freqtrade
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# your choice (1): novice user
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git checkout stable
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# your choice (2): advanced user
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git checkout develop
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```
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(1) This command switches the cloned repository to the use of the `stable` branch. It's not needed, if you wish to stay on the (2) `develop` branch.
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You may later switch between branches at any time with the `git checkout stable`/`git checkout develop` commands.
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------
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## Script Installation
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First of the ways to install Freqtrade, is to use provided the Linux/MacOS `./setup.sh` script, which install all dependencies and help you configure the bot.
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Make sure you fulfill the [Requirements](#requirements) and have downloaded the [Freqtrade repository](#freqtrade-repository).
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### Use /setup.sh -install (Linux/MacOS)
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If you are on Debian, Ubuntu or MacOS, freqtrade provides the script to install freqtrade.
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```bash
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# --install, Install freqtrade from scratch
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./setup.sh -i
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```
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### Activate your virtual environment
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Each time you open a new terminal, you must run `source .env/bin/activate` to activate your virtual environment.
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```bash
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# then activate your .env
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source ./.env/bin/activate
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```
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### Congratulations
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[You are ready](#you-are-ready), and run the bot
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### Other options of /setup.sh script
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You can as well update, configure and reset the codebase of your bot with `./script.sh`
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```bash
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# --update, Command git pull to update.
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./setup.sh -u
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# --reset, Hard reset your develop/stable branch.
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./setup.sh -r
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```
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```
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** --install **
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With this option, the script will install the bot and most dependencies:
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You will need to have git and python3.7+ installed beforehand for this to work.
|
||||
|
||||
* Mandatory software as: `ta-lib`
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* Setup your virtualenv under `.env/`
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This option is a combination of installation tasks and `--reset`
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** --update **
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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.
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** --reset **
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This option will hard reset your branch (only if you are on either `stable` or `develop`) and recreate your virtualenv.
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```
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-----
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## Manual Installation
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Make sure you fulfill the [Requirements](#requirements) and have downloaded the [Freqtrade repository](#freqtrade-repository).
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### Install TA-Lib
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#### TA-Lib script installation
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```bash
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sudo ./build_helpers/install_ta-lib.sh
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@ -160,78 +207,194 @@ cd ..
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rm -rf ./ta-lib*
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```
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!!! Note
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An already downloaded version of ta-lib is included in the repository, as the sourceforge.net source seems to have problems frequently.
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#### Setup Python virtual environment (virtualenv)
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#### 2. Setup your Python virtual environment (virtualenv)
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!!! Note
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This step is optional but strongly recommended to keep your system organized
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You will run freqtrade in separated `virtual environment`
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```bash
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# create virtualenv in directory /freqtrade/.env
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python3 -m venv .env
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# run virtualenv
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source .env/bin/activate
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```
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#### 3. Install Freqtrade
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Clone the git repository:
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#### Install python dependencies
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```bash
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git clone https://github.com/freqtrade/freqtrade.git
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cd freqtrade
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git checkout stable
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```
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#### 4. Install python dependencies
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``` bash
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python3 -m pip install --upgrade pip
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python3 -m pip install -e .
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```
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#### 5. Initialize the configuration
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### Congratulations
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```bash
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# Initialize the user_directory
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freqtrade create-userdir --userdir user_data/
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[You are ready](#you-are-ready), and run the bot
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# Create a new configuration file
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freqtrade new-config --config config.json
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```
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#### (Optional) Post-installation Tasks
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> *To edit the config please refer to [Bot Configuration](configuration.md).*
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!!! Note
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If you run the bot on a server, you should consider using [Docker](docker_quickstart.md) or a terminal multiplexer like `screen` or [`tmux`](https://en.wikipedia.org/wiki/Tmux) to avoid that the bot is stopped on logout.
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#### 6. Run the Bot
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If this is the first time you run the bot, ensure you are running it in Dry-run `"dry_run": true,` otherwise it will start to buy and sell coins.
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```bash
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freqtrade trade -c config.json
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```
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*Note*: If you run the bot on a server, you should consider using [Docker compose](docker_quickstart.md) or a terminal multiplexer like `screen` or [`tmux`](https://en.wikipedia.org/wiki/Tmux) to avoid that the bot is stopped on logout.
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#### 7. (Optional) Post-installation Tasks
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On Linux, as an optional post-installation task, you may wish to setup the bot to run as a `systemd` service or configure it to send the log messages to the `syslog`/`rsyslog` or `journald` daemons. See [Advanced Logging](advanced-setup.md#advanced-logging) for details.
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On Linux with software suite `systemd`, as an optional post-installation task, you may wish to setup the bot to run as a `systemd service` or configure it to send the log messages to the `syslog`/`rsyslog` or `journald` daemons. See [Advanced Logging](advanced-setup.md#advanced-logging) for details.
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------
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### Anaconda
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## Installation with Conda
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Freqtrade can also be installed using Anaconda (or Miniconda).
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Freqtrade can also be installed with Miniconda or Anaconda. We recommend using Miniconda as it's installation footprint is smaller. Conda will automatically prepare and manage the extensive library-dependencies of the Freqtrade program.
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!!! Note
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This requires the [ta-lib](#1-install-ta-lib) C-library to be installed first. See below.
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### What is Conda?
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``` bash
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conda env create -f environment.yml
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Conda is a package, dependency and environment manager for multiple programming languages: [conda docs](https://docs.conda.io/projects/conda/en/latest/index.html)
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### Installation with conda
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#### Install Conda
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[Installing on linux](https://conda.io/projects/conda/en/latest/user-guide/install/linux.html#install-linux-silent)
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[Installing on windows](https://conda.io/projects/conda/en/latest/user-guide/install/windows.html)
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Answer all questions. After installation, it is mandatory to turn your terminal OFF and ON again.
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#### Freqtrade download
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Download and install freqtrade.
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```bash
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# download freqtrade
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git clone https://github.com/freqtrade/freqtrade.git
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# enter downloaded directory 'freqtrade'
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cd freqtrade
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```
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#### Freqtrade instal: Conda Environment
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Prepare conda-freqtrade environment, using file `environment.yml`, which exist in main freqtrade directory
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```bash
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conda env create -n freqtrade-conda -f environment.yml
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```
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!!! Note "Creating Conda Environment"
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The conda command `create -n` automatically installs all nested dependencies for the selected libraries, general structure of installation command is:
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|
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```bash
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# choose your own packages
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conda env create -n [name of the environment] [python version] [packages]
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|
||||
# point to file with packages
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conda env create -n [name of the environment] -f [file]
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```
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||||
|
||||
#### Enter/exit freqtrade-conda environment
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To check available environments, type
|
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```bash
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conda env list
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||||
```
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||||
|
||||
Enter installed environment
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||||
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```bash
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# enter conda environment
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conda activate freqtrade-conda
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|
||||
# exit conda environment - don't do it now
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conda deactivate
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```
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|
||||
Install last python dependencies with pip
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|
||||
```bash
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python3 -m pip install --upgrade pip
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||||
python3 -m pip install -e .
|
||||
```
|
||||
|
||||
### Congratulations
|
||||
|
||||
[You are ready](#you-are-ready), and run the bot
|
||||
|
||||
### Important shortcuts
|
||||
|
||||
```bash
|
||||
# list installed conda environments
|
||||
conda env list
|
||||
|
||||
# activate base environment
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||||
conda activate
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||||
|
||||
# activate freqtrade-conda environment
|
||||
conda activate freqtrade-conda
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||||
|
||||
#deactivate any conda environments
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||||
conda deactivate
|
||||
```
|
||||
|
||||
### Further info on anaconda
|
||||
|
||||
!!! Info "New heavy packages"
|
||||
It may happen that creating a new Conda environment, populated with selected packages at the moment of creation takes less time than installing a large, heavy library or application, into previously set environment.
|
||||
|
||||
!!! Warning "pip install within conda"
|
||||
The documentation of conda says that pip should NOT be used within conda, because internal problems can occur.
|
||||
However, they are rare. [Anaconda Blogpost](https://www.anaconda.com/blog/using-pip-in-a-conda-environment)
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||||
|
||||
Nevertheless, that is why, the `conda-forge` channel is preferred:
|
||||
|
||||
* more libraries are available (less need for `pip`)
|
||||
* `conda-forge` works better with `pip`
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||||
* the libraries are newer
|
||||
|
||||
Happy trading!
|
||||
|
||||
-----
|
||||
|
||||
## You are ready
|
||||
|
||||
You've made it this far, so you have successfully installed freqtrade.
|
||||
|
||||
### Initialize the configuration
|
||||
|
||||
```bash
|
||||
# Step 1 - Initialize user folder
|
||||
freqtrade create-userdir --userdir user_data
|
||||
|
||||
# Step 2 - Create a new configuration file
|
||||
freqtrade new-config --config config.json
|
||||
```
|
||||
|
||||
You are ready to run, read [Bot Configuration](configuration.md), remember to start with `dry_run: True` and verify that everything is working.
|
||||
|
||||
To learn how to setup your configuration, please refer to the [Bot Configuration](configuration.md) documentation page.
|
||||
|
||||
### Start the Bot
|
||||
|
||||
```bash
|
||||
freqtrade trade --config config.json --strategy SampleStrategy
|
||||
```
|
||||
|
||||
!!! Warning
|
||||
You should read through the rest of the documentation, backtest the strategy you're going to use, and use dry-run before enabling trading with real money.
|
||||
|
||||
-----
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Common problem: "command not found"
|
||||
|
||||
If you used (1)`Script` or (2)`Manual` installation, you need to run the bot in virtual environment. If you get error as below, make sure venv is active.
|
||||
|
||||
```bash
|
||||
# if:
|
||||
bash: freqtrade: command not found
|
||||
|
||||
# then activate your .env
|
||||
source ./.env/bin/activate
|
||||
```
|
||||
|
||||
### MacOS installation error
|
||||
|
||||
Newer versions of MacOS may have installation failed with errors like `error: command 'g++' failed with exit status 1`.
|
||||
@ -239,7 +402,7 @@ Newer versions of MacOS may have installation failed with errors like `error: co
|
||||
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.
|
||||
|
||||
``` bash
|
||||
```bash
|
||||
open /Library/Developer/CommandLineTools/Packages/macOS_SDK_headers_for_macOS_10.14.pkg
|
||||
```
|
||||
|
||||
@ -252,13 +415,8 @@ The errors you'll see happen during installation and are related to the installa
|
||||
|
||||
You can install the necessary libraries with the following command:
|
||||
|
||||
``` bash
|
||||
```bash
|
||||
brew install hdf5 c-blosc
|
||||
```
|
||||
|
||||
After this, please run the installation (script) again.
|
||||
|
||||
-----
|
||||
|
||||
Now you have an environment ready, the next step is
|
||||
[Bot Configuration](configuration.md).
|
||||
|
||||
113
environment.yml
113
environment.yml
@ -1,60 +1,71 @@
|
||||
name: freqtrade
|
||||
channels:
|
||||
- defaults
|
||||
- conda-forge
|
||||
# - defaults
|
||||
dependencies:
|
||||
# Required for app
|
||||
- python>=3.7
|
||||
- pip
|
||||
- wheel
|
||||
- numpy
|
||||
- pandas
|
||||
- SQLAlchemy
|
||||
- arrow
|
||||
- requests
|
||||
- urllib3
|
||||
- wrapt
|
||||
- jsonschema
|
||||
- tabulate
|
||||
- python-rapidjson
|
||||
- flask
|
||||
- python-dotenv
|
||||
- cachetools
|
||||
- python-telegram-bot
|
||||
# Optional for plotting
|
||||
- plotly
|
||||
# Optional for hyperopt
|
||||
- scipy
|
||||
- scikit-optimize
|
||||
- scikit-learn
|
||||
- filelock
|
||||
- joblib
|
||||
# Optional for development
|
||||
- flake8
|
||||
- pytest
|
||||
- pytest-mock
|
||||
- pytest-asyncio
|
||||
- pytest-cov
|
||||
- coveralls
|
||||
- mypy
|
||||
# Useful for jupyter
|
||||
- jupyter
|
||||
- ipykernel
|
||||
- isort
|
||||
- yapf
|
||||
- pip:
|
||||
# Required for app
|
||||
- cython
|
||||
- pycoingecko
|
||||
- ccxt
|
||||
# 1/4 req main
|
||||
- python>=3.7
|
||||
- numpy
|
||||
- pandas
|
||||
- pip
|
||||
|
||||
- aiohttp
|
||||
- SQLAlchemy
|
||||
- python-telegram-bot
|
||||
- arrow
|
||||
- cachetools
|
||||
- requests
|
||||
- urllib3
|
||||
- wrapt
|
||||
- jsonschema
|
||||
- TA-Lib
|
||||
- py_find_1st
|
||||
- tabulate
|
||||
- jinja2
|
||||
- blosc
|
||||
- sdnotify
|
||||
# Optional for develpment
|
||||
- flake8-tidy-imports
|
||||
- flake8-type-annotations
|
||||
- pytest-random-order
|
||||
- -e .
|
||||
- fastapi
|
||||
- uvicorn
|
||||
- pyjwt
|
||||
- colorama
|
||||
- questionary
|
||||
- prompt-toolkit
|
||||
|
||||
|
||||
# ============================
|
||||
# 2/4 req dev
|
||||
|
||||
- coveralls
|
||||
- flake8
|
||||
- mypy
|
||||
- pytest
|
||||
- pytest-asyncio
|
||||
- pytest-cov
|
||||
- pytest-mock
|
||||
- isort
|
||||
- nbconvert
|
||||
|
||||
# ============================
|
||||
# 3/4 req hyperopt
|
||||
|
||||
- scipy
|
||||
- scikit-learn
|
||||
- filelock
|
||||
- scikit-optimize
|
||||
- joblib
|
||||
- progressbar2
|
||||
# ============================
|
||||
# 4/4 req plot
|
||||
|
||||
- plotly
|
||||
- jupyter
|
||||
|
||||
- pip:
|
||||
- pycoingecko
|
||||
- py_find_1st
|
||||
- tables
|
||||
- pytest-random-order
|
||||
- flake8-type-annotations
|
||||
- ccxt
|
||||
- flake8-tidy-imports
|
||||
- -e .
|
||||
# - python-rapidjso
|
||||
|
||||
Loading…
Reference in New Issue
Block a user