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@ -220,61 +220,38 @@ On Linux, as an optional post-installation task, you may wish to setup the bot t
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## Conda (Miniconda or Anaconda)
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Freqtrade can also be installed with Miniconda or Anaconda.
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Conda is a package manager and virtual environment manager in one.
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The purpose of installing Conda (Miniconda or Anaconda) is to automatically prepare and manage the extensive library dependencies of the Freqtrade program.
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Freqtrade can also be installed with Miniconda or Anaconda. Conda (Miniconda or Anaconda) would automatically prepare and manage the extensive library-dependencies of the Freqtrade program.
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You can start with any clean distribution of Debian-based Linux distributions, which includes Ubuntu Linux.
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For other popular Linux distributions, see: https://distrowatch.com/ or https://www.ubuntupit.com/best-debian-based-linux-distributions/
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##### What is Conda?
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Installation requirement: Your Linux is a Debian based distribution with bash terminal
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It is (1) Package, (2) dependency and (3) environment management for any language : https://docs.conda.io/projects/conda/en/latest/index.html
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To get know more about Conda check : https://linuxnetmag.com/miniconda-vs-anaconda/
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Shortly : Conda < Miniconda < Anaconda. Check : https://linuxnetmag.com/miniconda-vs-anaconda/
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Shortly : Conda < Miniconda < Anaconda
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It is recommended to install Miniconda, not Anaconda. The difference between both lies in the amount of packages that would be installed upfront. Difference is at least like 1:8.
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https://www.dunderdata.com/blog/anaconda-is-bloated-set-up-a-lean-robust-data-science-environment-with-miniconda-and-conda-forge
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The difference lies in the number of packages that need to be installed upfront: how heavy/light the installation is. Difference is like ~1:8. It is recommended to install Miniconda instead of Anaconda.
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#### 1. Instal Conda
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##### Download conda file:
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3 step installation instruction can be found here :
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https://conda.io/projects/conda/en/latest/user-guide/install/linux.html#install-linux-silent
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installation file of chosen distribution you can find here
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Confirm with `yes` all questions. After installation, it is mandatory to turn your terminal OFF and ON again.
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https://docs.conda.io/en/latest/miniconda.html
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##### Verify file integrity with SHA256 checksum:
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official SHA256 checksum can be found here
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https://docs.conda.io/en/latest/miniconda_hashes.html
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Navigate to the directory with your file, and run SHA256 checksum of your file, check with following command
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```bash
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sha256sum ./Miniconda3-number-of-the-package
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```
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both checksum suppose to match
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##### Install conda:
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While in directory with your file, install conda
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```bash
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bash ./Miniconda3-number-of-the-package
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```
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Confirm with yes all questions
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After installation, it is mandatory to turn your terminal OFF and ON again.
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CTRL + D (close terminal), CTRL + ALT + T (open terminal)
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#### 2. Prepare Conda environment
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##### Change the channels with upgrades:
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After opening terminal, you already will be in default `base` conda environment
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If you want, you can prevent the (base) conda environment from being activated automatically.
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```bash
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conda config --set auto_activate_base false
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```
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enter the conda base environment:
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@ -282,15 +259,6 @@ enter the conda base environment:
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conda activate base
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```
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If you want, you can prevent the (base) conda environment from being activated automatically as well.
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```bash
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conda config --set auto_activate_base false
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```
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##### Change the channels with upgrades:
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Conda as a package manager can download new packages from "channels". The best developed Conda channel, is not the default channel and is called `conda-forge`. The code below switches to it.
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```bash
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@ -311,16 +279,15 @@ conda config --show channel_priority
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#### 3. Freqtrade Conda Environment
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Now you have conda, but only base environment,
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Now you have conda, but only (base) environment,
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```bash# download freqtrade
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```bash
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conda env list
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```
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It is time to setup environment of the Freqtrade itself:
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Conda `create` command, installs all nested dependencies, for the selected libraries automatically
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The conda command `create -n` automatically installs all nested dependencies for the selected libraries
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general structure of installation command is:
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@ -340,7 +307,7 @@ or if you expect, to use later jupiter for [data-analysis](data-analysis.md), us
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conda create -n freqtrade-jupyter-conda python=3.8 pandas numpy ta-lib git wheel virtualenv jupyter
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```
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the same works for [docker](docker.md), for spyder and other useful programs.
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the same works: for [docker](docker.md), for spyder and other useful programs.
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Further read on the topic:
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@ -348,9 +315,10 @@ https://towardsdatascience.com/a-guide-to-conda-environments-bc6180fc533?gi=1db9
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https://metager.de/meta/meta.ger3?eingabe=ardsdatascience+guide+to+conda+environment
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!!! NOTE:
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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 dependent package into the old environment,
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takes less time than installing a large, heavy dependent package into the old environment.
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!!! Note "New heavy packages"
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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 dependent, GUI package, into previously set environment,
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Example: Spyder
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##### Enter/exit freqtrade-conda venv:
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@ -414,11 +382,16 @@ That is, why the conda-forge channel is preferred: (and if no library is availab
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You are ready to run, create the user directory and configuration file, run the program dry to verify that everything is working, and run a backtest to double check.
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```bash
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# Prerequisite
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freqtrade create-userdir --userdir user_data
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# set up config file
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# make sure to run it set the `dry_run : true` as you start
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freqtrade new-config --config config.json
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freqtrade download-data -t 5m 15m 1h --days 100
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# run `dry_run` trades
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freqtrade trade --strategy SampleStrategy
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freqtrade backtesting -s SampleStrategy
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```
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important shortcuts
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