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Fixing ft logger

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topscoder
2021-07-31 21:44:15 +02:00
parent 277ec53033
commit 7c413c81be
13 changed files with 1114 additions and 220 deletions
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3
.vscode/settings.json vendored
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@@ -6,5 +6,6 @@
],
"python.testing.unittestEnabled": false,
"python.testing.nosetestsEnabled": false,
"python.testing.pytestEnabled": true
"python.testing.pytestEnabled": true,
"python.linting.pylintEnabled": true
}

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CONTRIBUTING.md Normal file
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# Contributing
## Contribute to freqtrade
Feel like our bot is missing a feature? We welcome your pull requests!
Issues labeled [good first issue](https://github.com/freqtrade/freqtrade/labels/good%20first%20issue) can be good first contributions, and will help get you familiar with the codebase.
Few pointers for contributions:
- Create your PR against the `develop` branch, not `stable`.
- New features need to contain unit tests, must conform to PEP8 (max-line-length = 100) and should be documented with the introduction PR.
- PR's can be declared as `[WIP]` - which signify Work in Progress Pull Requests (which are not finished).
If you are unsure, discuss the feature on our [discord server](https://discord.gg/p7nuUNVfP7) or in a [issue](https://github.com/freqtrade/freqtrade/issues) before a Pull Request.
## Getting started
Best start by reading the [documentation](https://www.freqtrade.io/) to get a feel for what is possible with the bot, or head straight to the [Developer-documentation](https://www.freqtrade.io/en/latest/developer/) (WIP) which should help you getting started.
## Before sending the PR
### 1. Run unit tests
All unit tests must pass. If a unit test is broken, change your code to
make it pass. It means you have introduced a regression.
#### Test the whole project
```bash
pytest
```
#### Test only one file
```bash
pytest tests/test_<file_name>.py
```
#### Test only one method from one file
```bash
pytest tests/test_<file_name>.py::test_<method_name>
```
### 2. Test if your code is PEP8 compliant
#### Run Flake8
```bash
flake8 freqtrade tests scripts
```
We receive a lot of code that fails the `flake8` checks.
To help with that, we encourage you to install the git pre-commit
hook that will warn you when you try to commit code that fails these checks.
Guide for installing them is [here](http://flake8.pycqa.org/en/latest/user/using-hooks.html).
### 3. Test if all type-hints are correct
#### Run mypy
``` bash
mypy freqtrade
```
### 4. Ensure all imports are correct
#### Run isort
``` bash
isort .
```
## (Core)-Committer Guide
### Process: Pull Requests
How to prioritize pull requests, from most to least important:
1. Fixes for broken tests. Broken means broken on any supported platform or Python version.
1. Extra tests to cover corner cases.
1. Minor edits to docs.
1. Bug fixes.
1. Major edits to docs.
1. Features.
Ensure that each pull request meets all requirements in the Contributing document.
### Process: Issues
If an issue is a bug that needs an urgent fix, mark it for the next patch release.
Then either fix it or mark as please-help.
For other issues: encourage friendly discussion, moderate debate, offer your thoughts.
### Process: Your own code changes
All code changes, regardless of who does them, need to be reviewed and merged by someone else.
This rule applies to all the core committers.
Exceptions:
- Minor corrections and fixes to pull requests submitted by others.
- While making a formal release, the release manager can make necessary, appropriate changes.
- Small documentation changes that reinforce existing subject matter. Most commonly being, but not limited to spelling and grammar corrections.
### Responsibilities
- Ensure cross-platform compatibility for every change that's accepted. Windows, Mac & Linux.
- Ensure no malicious code is introduced into the core code.
- Create issues for any major changes and enhancements that you wish to make. Discuss things transparently and get community feedback.
- Keep feature versions as small as possible, preferably one new feature per version.
- Be welcoming to newcomers and encourage diverse new contributors from all backgrounds. See the Python Community Code of Conduct (https://www.python.org/psf/codeofconduct/).
### Becoming a Committer
Contributors may be given commit privileges. Preference will be given to those with:
1. Past contributions to Freqtrade and other related open-source projects. Contributions to Freqtrade include both code (both accepted and pending) and friendly participation in the issue tracker and Pull request reviews. Quantity and quality are considered.
1. A coding style that the other core committers find simple, minimal, and clean.
1. Access to resources for cross-platform development and testing.
1. Time to devote to the project regularly.
Being a Committer does not grant write permission on `develop` or `stable` for security reasons (Users trust Freqtrade with their Exchange API keys).
After being Committer for some time, a Committer may be named Core Committer and given full repository access.

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Dockerfile Normal file
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FROM python:3.9.6-slim-buster as base
# Setup env
ENV LANG C.UTF-8
ENV LC_ALL C.UTF-8
ENV PYTHONDONTWRITEBYTECODE 1
ENV PYTHONFAULTHANDLER 1
ENV PATH=/home/ftuser/.local/bin:$PATH
ENV FT_APP_ENV="docker"
# Prepare environment
RUN mkdir /freqtrade \
&& apt-get update \
&& apt-get -y install sudo libatlas3-base curl sqlite3 libhdf5-serial-dev \
&& apt-get clean \
&& useradd -u 1000 -G sudo -U -m ftuser \
&& chown ftuser:ftuser /freqtrade \
# Allow sudoers
&& echo "ftuser ALL=(ALL) NOPASSWD: /bin/chown" >> /etc/sudoers
WORKDIR /freqtrade
# Install dependencies
FROM base as python-deps
RUN apt-get update \
&& apt-get -y install build-essential libssl-dev git libffi-dev libgfortran5 pkg-config cmake gcc \
&& apt-get clean \
&& pip install --upgrade pip
# Install TA-lib
COPY build_helpers/* /tmp/
RUN cd /tmp && /tmp/install_ta-lib.sh && rm -r /tmp/*ta-lib*
ENV LD_LIBRARY_PATH /usr/local/lib
# Install dependencies
COPY --chown=ftuser:ftuser requirements.txt requirements-hyperopt.txt /freqtrade/
USER ftuser
RUN pip install --user --no-cache-dir numpy \
&& pip install --user --no-cache-dir -r requirements-hyperopt.txt
# Copy dependencies to runtime-image
FROM base as runtime-image
COPY --from=python-deps /usr/local/lib /usr/local/lib
ENV LD_LIBRARY_PATH /usr/local/lib
COPY --from=python-deps --chown=ftuser:ftuser /home/ftuser/.local /home/ftuser/.local
USER ftuser
# Install and execute
COPY --chown=ftuser:ftuser . /freqtrade/
RUN pip install -e . --user --no-cache-dir --no-build-isolation \
&& mkdir /freqtrade/user_data/ \
&& freqtrade install-ui
ENTRYPOINT ["freqtrade"]
# Default to trade mode
CMD [ "trade" ]

674
LICENSE Normal file
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@@ -0,0 +1,674 @@
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364
README.md
View File

@@ -1,237 +1,201 @@
<p align="center">
<img src="https://repository-images.githubusercontent.com/352191040/43a50e00-ab61-11eb-92c9-fb91d458e8af" alt="MoniGoMani" height="250" />
</p>
# ![freqtrade](https://raw.githubusercontent.com/freqtrade/freqtrade/develop/docs/assets/freqtrade_poweredby.svg)
<p align="center" style="font-family: 'Segoe Script'">
<i><b style="font-size: 2em;">MoniGoMani</b><br>Freqtrade Framework & Strategy</i>
</p>
[![Freqtrade CI](https://github.com/freqtrade/freqtrade/workflows/Freqtrade%20CI/badge.svg)](https://github.com/freqtrade/freqtrade/actions/)
[![Coverage Status](https://coveralls.io/repos/github/freqtrade/freqtrade/badge.svg?branch=develop&service=github)](https://coveralls.io/github/freqtrade/freqtrade?branch=develop)
[![Documentation](https://readthedocs.org/projects/freqtrade/badge/)](https://www.freqtrade.io)
[![Maintainability](https://api.codeclimate.com/v1/badges/5737e6d668200b7518ff/maintainability)](https://codeclimate.com/github/freqtrade/freqtrade/maintainability)
<p align="center">
<a href="https://github.com/Rikj000/MoniGoMani/actions/workflows/python-analysis.yml">
<img src="https://github.com/Rikj000/MoniGoMani/actions/workflows/python-analysis.yml/badge.svg">
</a>
<a href="https://discord.gg/xFZ9bB6vEz">
<img src="https://img.shields.io/discord/819237123009150977?label=Discord%20Server&logo=discord" alt="Join CryptoStonksShallRise on Discord">
</a> <a href="https://github.com/Rikj000/MoniGoMani/releases">
<img src="https://img.shields.io/github/downloads/Rikj000/MoniGoMani/total?label=Total%20Downloads&logo=github" alt="Total Releases Downloaded from GitHub">
</a> <a href="https://github.com/Rikj000/MoniGoMani/releases/latest">
<img src="https://img.shields.io/github/v/release/Rikj000/MoniGoMani?include_prereleases&label=Latest%20Release&logo=github" alt="Latest Official Release on GitHub">
</a>
<br>
<a href="https://github.com/Rikj000/MoniGoMani/blob/main/LICENSE">
<img src="https://img.shields.io/github/license/Rikj000/MoniGoMani?label=License&logo=gnu" alt="GNU General Public License">
</a> <a href="https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md">
<img src="https://img.shields.io/badge/Docs-MGM__DOCUMENTATION.md-blue?logo=libreoffice&logoColor=white" alt="The current place where you can find all MoniGoMani Documentation!">
</a> <a href="https://www.freqtrade.io/en/latest/">
<img src="https://img.shields.io/badge/Trading%20Bot-Freqtrade-blue?logo=probot&logoColor=white" alt="Freqtrade - The open source crypto day-trading bot">
</a> <a href="https://www.iconomi.com/register?ref=JdFzz">
<img src="https://img.shields.io/badge/Join-ICONOMI-blue?logo=bitcoin&logoColor=white" alt="ICONOMI - The world’s largest crypto strategy provider">
</a>
</p>
Freqtrade is a free and open source crypto trading bot written in Python. It is designed to support all major exchanges and be controlled via Telegram. It contains backtesting, plotting and money management tools as well as strategy optimization by machine learning.
<p align="center">
<table>
<tbody>
<td align="center">
<br><b>⚠️ Warning: Pre-release / Experimental ⚠️</b><br><sub>
It's <b>not recommended</b> to use this strategy <b>live</b> already, due to it still being under heavy development!<br>
If you'd like to see this project progress faster then please help out where you can
<a href="https://github.com/Rikj000/MoniGoMani/issues">here</a>!
<br><img width=1000><br>
<b>Recommended Freqtrade commit: <a href="https://github.com/freqtrade/freqtrade/pull/5219/commits/3503fdb4ec31be99f433fdce039543e0911964d6">3503fdb4</a></b>
<br><br>
</td>
</tbody>
</table>
</p>
![freqtrade](https://raw.githubusercontent.com/freqtrade/freqtrade/develop/docs/assets/freqtrade-screenshot.png)
## Motivation
Isn't that what we all want? Our money to go many? Well that's what this Freqtrade Framework & Strategy hopes to do for you "easily", in any market!
## Disclaimer
Big thank you to xmatthias and everyone who helped on MoniGoMani, Freqtrade Discord support was also really helpful, so thank you as-well!
This software is for educational purposes only. Do not risk money which
you are afraid to lose. USE THE SOFTWARE AT YOUR OWN RISK. THE AUTHORS
AND ALL AFFILIATES ASSUME NO RESPONSIBILITY FOR YOUR TRADING RESULTS.
If you like my work, feel free to donate or use one of my referral links, that would also greatly be appreciated:
Always start by running a trading bot in Dry-run and do not engage money
before you understand how it works and what profit/loss you should
expect.
<p align=center>
<a href="https://www.iconomi.com/register?ref=JdFzz">
<img src="https://img.shields.io/badge/Join-ICONOMI-blue?logo=bitcoin&logoColor=white" alt="ICONOMI - The world’s largest crypto strategy provider">
</a> <a href="https://www.binance.com/en/register?ref=97611461">
<img src="https://img.shields.io/badge/Join-BINANCE-yellow?logo=bitcoin&logoColor=white" alt="Binance - The world’s largest crypto exchange">
</a> <a href="https://en.cryptobadges.io/donate/19LL2LCMZo4bHJgy15q1Z1bfe7mV4bfoWK">
<img src="https://en.cryptobadges.io/badge/micro/19LL2LCMZo4bHJgy15q1Z1bfe7mV4bfoWK" alt="Donate Bitcoin">
</a> <a href="https://www.buymeacoffee.com/Rikj000">
<img src="https://img.shields.io/badge/-Buy%20me%20a%20Coffee!-FFDD00?logo=buy-me-a-coffee&logoColor=black" alt="Buy me a Coffee as a way to sponsor this project!">
</a>
</p>
We strongly recommend you to have coding and Python knowledge. Do not
hesitate to read the source code and understand the mechanism of this bot.
## Supported Exchange marketplaces
## ⚠️ Disclaimer
- This Framework / Strategy is under development. It is not recommended running it live at this moment.
- Always test your MoniGoMani configuration before using it!
- I am in no way responsible for your live results! This strategy is still experimental and under heavy development!
- MoniGoMani should always be [re-optimized](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#how-to-optimize-monigomani) after doing manual changes!
- You need to [optimize](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#how-to-optimize-monigomani) your own copy of MoniGoMani while thinking logically, don't follow your computer blindly!
<hr>
Please read the [exchange specific notes](docs/exchanges.md) to learn about eventual, special configurations needed for each exchange.
- [X] [Bittrex](https://bittrex.com/)
- [X] [Binance](https://www.binance.com/) ([*Note for binance users](docs/exchanges.md#blacklists))
- [X] [Kraken](https://kraken.com/)
- [X] [FTX](https://ftx.com)
- [ ] [potentially many others](https://github.com/ccxt/ccxt/). _(We cannot guarantee they will work)_
# Table of Contents
- [Table of Contents](#table-of-contents)
- [The Idea & Theory](#the-idea--theory)
- [Feature List](#feature-list)
- [Getting Started](#getting-started)
- [Go-To Commands](#go-to-commands)
- [Got Test Results - Ideas - Config Improvements?](#got-test-results---ideas---config-improvements)
- [Planned](#planned)
- [ChangeLog](#changelog)
- [Freqtrade](#freqtrade)
- [ICONOMI](#iconomi)
- [Recommended ICONOMI Strategies](#recommended-iconomi-strategies)
### Community tested
Exchanges confirmed working by the community:
## The Idea & Theory
**MoniGoMani** is more than just a conventional strategy, it's a **Framework** that aims to help you **"easily"** find a profitable strategy configuration in any market through our [partially automated optimization process](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#how-to-optimize-monigomani)!
Without the need to do any more real programming! :rocket:
- [X] [Bitvavo](https://bitvavo.com/)
- [X] [Kukoin](https://www.kucoin.com/)
However, you will need to know about [BackTesting-Traps](https://brookmiles.github.io/freqtrade-stuff/2021/04/12/backtesting-traps/) and some Technical Analysis, to be able to tell if the MGM setup \*[HyperOpt](https://www.freqtrade.io/en/latest/hyperopt/) found over the tested timerange is valid or not, this is not just an easy copy/paste!
## Documentation
MGM (MoniGoMani) derives itself from other strategies by its use of something I called **weighted signals**.
Each signal has its own weight allocated to it & a total buy/sell signal needed is defined too.
MGM will loop through all signals, if they trigger it will add up the weight and eventually it will check if it's bigger than what's needed in total over a candle lookback window (to take previous signals into consideration). If the grand total of the sum of weighted signals is bigger then what is required it will buy/sell.
We invite you to read the bot documentation to ensure you understand how the bot is working.
An **interface** has been implemented so the indicators and weighted signals used by MGM can easily be tweaked in just a few lines of code! :tada:
Please find the complete documentation on our [website](https://www.freqtrade.io).
The beauty lies in using MGM in combination with **HyperOpting**. Most of the parameters in MGM have been made HyperOptable thus it can be used to find an "ideal" weight division and setting configuration for you in any kind of market that that represents the data upon which you test.
It will also teach us what works where & what doesn't since MoniGoMani first **detects Downwards/Sideways/Upwards trends** and then does all the above individually for each kind of trend *(Creating basically 3 individual strategies in 1, for each kind of trend one)*.
## Features
Further it has an embedded [Open Trade Unclogger](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#open-trade-unclogger) which will do various HyperOptable checks upon the open trades to see if there are "bad" ones to quickly unclog at small losses, so it can continue on the hunt for good trades more rapidly! :rocket:
- [x] **Based on Python 3.7+**: For botting on any operating system - Windows, macOS and Linux.
- [x] **Persistence**: Persistence is achieved through sqlite.
- [x] **Dry-run**: Run the bot without paying money.
- [x] **Backtesting**: Run a simulation of your buy/sell strategy.
- [x] **Strategy Optimization by machine learning**: Use machine learning to optimize your buy/sell strategy parameters with real exchange data.
- [x] **Edge position sizing** Calculate your win rate, risk reward ratio, the best stoploss and adjust your position size before taking a position for each specific market. [Learn more](https://www.freqtrade.io/en/latest/edge/).
- [x] **Whitelist crypto-currencies**: Select which crypto-currency you want to trade or use dynamic whitelists.
- [x] **Blacklist crypto-currencies**: Select which crypto-currency you want to avoid.
- [x] **Manageable via Telegram**: Manage the bot with Telegram.
- [x] **Display profit/loss in fiat**: Display your profit/loss in 33 fiat.
- [x] **Daily summary of profit/loss**: Provide a daily summary of your profit/loss.
- [x] **Performance status report**: Provide a performance status of your current trades.
\****HyperOpting:** A form of machine learning where you [BackTest](https://www.freqtrade.io/en/latest/backtesting/) a lot of times to find the most ideal values)*
## Quick start
## Feature List
- Partially [Automated Optimization Process](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#how-to-optimize-monigomani)
- All HyperOpt Results can easily be applied and removed with the use of some [Go-To Commands](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#go-to-commands)
- Configurable Buy/Sell Signal Weight Influence Tables for Downwards/Sideways/Upwards trends, each table **currently** has 10 Buy & 10 Sell signals implemented ***(HyperOptable!)***:
- [ADX](https://www.investopedia.com/terms/a/adx.asp)
- [MACD](https://www.investopedia.com/terms/m/macd.asp)
- [MFI](https://www.investopedia.com/terms/m/mfi.asp)
- [RSI](https://www.investopedia.com/terms/r/rsi.asp)
- [SMA](https://www.investopedia.com/terms/s/sma.asp) Short [Death](https://www.investopedia.com/terms/d/deathcross.asp)/[Golden](https://www.investopedia.com/terms/g/goldencross.asp) Cross
- [EMA](https://www.investopedia.com/terms/e/ema.asp) Short [Death](https://www.investopedia.com/terms/d/deathcross.asp)/[Golden](https://www.investopedia.com/terms/g/goldencross.asp) Cross
- [SMA](https://www.investopedia.com/terms/s/sma.asp) Long [Death](https://www.investopedia.com/terms/d/deathcross.asp)/[Golden](https://www.investopedia.com/terms/g/goldencross.asp) Cross
- [EMA](https://www.investopedia.com/terms/e/ema.asp) Long [Death](https://www.investopedia.com/terms/d/deathcross.asp)/[Golden](https://www.investopedia.com/terms/g/goldencross.asp) Cross
- [Bollinger Band](https://www.investopedia.com/terms/b/bollingerbands.asp) Re-Entrance
- [VWAP](https://www.investopedia.com/terms/v/vwap.asp) Cross
- [Weighted Signal Interface](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#weighted-signal-interface) to easily change the weighted signals being used
- Configurable Total Buy/Sell Signal Percentages for Downwards/Sideways/Upwards trends ***(HyperOptable!)***
- Configurable LookBack Windows for Total Buy/Sell Signal Percentages for Downwards/Sideways/Upwards trends ***(HyperOptable!)***
- Configurable Signal Triggers Needed within their respective LookBack Windows for Downwards/Sideways/Upwards trends ***(HyperOptable!)***
- Configurable [Trading During Trends](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#trading-during-trends) (Downwards/Sideways/Upwards) for Buys/Sells
- Configurable [Open Trade Unclogger](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#open-trade-unclogger), if enabled it attempts to unclog the bot when it's stuck with losing trades & unable to trade more new trades ***(HyperOptable!)*** :rocket:
- [TimeFrame-Zoom](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#timeframe-zoom) during BackTesting/HyperOpting to prevent profit exploitation! *(Read: [BackTesting-Traps](https://brookmiles.github.io/freqtrade-stuff/2021/04/12/backtesting-traps/))*
- [Configurable HyperOptable Stoploss](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#stoploss-spaces) to fine-tune where HyperOpt should look
- Custom Long Continuously decreasing ROI Table generation with configurable `roi_table_step_size`
- [Precision Setting](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#precision-setting) to alter the step-size used during HyperOpting
- 2 [Custom HyperLoss Functions](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#custom-hyperloss-functions):
- [WinRatioAndProfitRatioLoss](https://github.com/Rikj000/MoniGoMani/blob/main/user_data/hyperopts/WinRatioAndProfitRatioLoss.py): Attempts to optimise for the best profit **and** stability (Returns smaller number for better results)
- [UncloggedWinRatioAndProfitRatioLoss](https://github.com/Rikj000/MoniGoMani/blob/main/user_data/hyperopts/UncloggedWinRatioAndProfitRatioLoss.py): Same as WinRatioAndProfitRatioLoss but has a configurable Percentage of loss to ignore while HyperOpting (Small losses are a by-product of the Unclogger)
- [Top Volume & All Tradable StaticPairList Downloading](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#download-staticpairlists) to easily fetch and apply a good StaticPairList
- [Total Overall Signal Importance Calculator](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md#total-overall-signal-importance-calculator) for Total Average Signal Importance Calculation upon the HyperOpt Results (With some really handy subcommands)
- Pre-Configured Main/Sub Plot Configurations for visualization of all indicators used in FreqUI
- Turn On/Off **All** Individual Weighted Signal DataFrame entries for easy debugging in an IDE or better speed while dry/live running or HyperOpting
Freqtrade provides a Linux/macOS script to install all dependencies and help you to configure the bot.
## Getting Started
Take a good read at the [**MGM_DOCUMENTATION.md**](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md), the current place where you can find all MoniGoMani Documentation!
## Go-To Commands
**Hyper Opting** [MoniGoManiHyperStrategy.py](https://github.com/Rikj000/MoniGoMani/blob/main/user_data/strategies/MoniGoManiHyperStrategy.py) & Apply *"best"* HyperOpt Results:
```powershell
freqtrade hyperopt -s MoniGoManiHyperStrategy -c ./user_data/mgm-config.json -c ./user_data/mgm-config-private.json --hyperopt-loss WinRatioAndProfitRatioLoss --spaces all -e 1000 --timerange 20210501-20210616 --enable-protections && mv ./user_data/strategies/MoniGoManiHyperStrategy.json ./user_data/mgm-config-hyperopt.json
```
**View & Apply HyperOpt Results** from a trusted `<epoch of choice>`:
```powershell
freqtrade hyperopt-show -n <epoch of choice> -c ./user_data/mgm-config.json -c ./user_data/mgm-config-private.json && mv ./user_data/strategies/MoniGoManiHyperStrategy.json ./user_data/mgm-config-hyperopt.json
```
**Reset HyperOpt Results**:
```powershell
rm ./user_data/mgm-config-hyperopt.json ./user_data/strategies/MoniGoManiHyperStrategy.json
```
**Back Testing** [MoniGoManiHyperStrategy.py](https://github.com/Rikj000/MoniGoMani/blob/main/user_data/strategies/MoniGoManiHyperStrategy.py):
```powershell
freqtrade backtesting -s MoniGoManiHyperStrategy -c ./user_data/mgm-config.json -c ./user_data/mgm-config-private.json --timerange 20210501-20210616 --enable-protections
```
**Total Average Signal Importance Calculation** *(with the [TotalOverallSignalImportanceCalculator.py](https://github.com/Rikj000/MoniGoMani/blob/main/user_data/mgm_tools/TotalOverallSignalImportanceCalculator.py))*:
```powershell
python ./user_data/mgm_tools/TotalOverallSignalImportanceCalculator.py
```
Retrieve and apply a current **Binance-Top-Volume-StaticPairList.json** file *(using [Binance-Retrieve-Top-Volume-StaticPairList.json](https://github.com/Rikj000/MoniGoMani/blob/main/user_data/mgm_tools/Binance-Retrieve-Top-Volume-StaticPairList.json))*:
```powershell
freqtrade test-pairlist -c ./user_data/mgm_tools/Binance-Retrieve-Top-Volume-StaticPairList.json --quote USDT --print-json | tail -n 1 | jq '.|{exchange: { pair_whitelist: .}}' > ./user_data/mgm_pair_lists/Binance-USDT-Top-Volume-StaticPairList.json && jq 'del(.exchange.pair_whitelist )' ./user_data/mgm-config.json > ./tmp.json && jq -s '.[0] * .[1]' ./tmp.json ./user_data/mgm_pair_lists/Binance-USDT-Top-Volume-StaticPairList.json > ./user_data/mgm-config.json && rm ./tmp.json && jq '.' ./user_data/mgm-config.json
```
**Download Candle Data**:
```powershell
freqtrade download-data --timerange 20210414-20210618 -t 5m 30m -c ./user_data/mgm-config.json -c ./user_data/mgm-config-private.json
```bash
git clone -b develop https://github.com/freqtrade/freqtrade.git
cd freqtrade
./setup.sh --install
```
**Plot-Profits** from a `<backtest-results-file>`:
```powershell
freqtrade plot-profit --export-filename ./user_data/backtest_results/<backtest-results-file> -c ./user_data/mgm-config.json -c ./user_data/mgm-config-private.json --timerange 20210501-20210616 --timeframe 1h
For any other type of installation please refer to [Installation doc](https://www.freqtrade.io/en/latest/installation/).
## Basic Usage
### Bot commands
```
usage: freqtrade [-h] [-V]
{trade,create-userdir,new-config,new-hyperopt,new-strategy,download-data,convert-data,convert-trade-data,backtesting,edge,hyperopt,hyperopt-list,hyperopt-show,list-exchanges,list-hyperopts,list-markets,list-pairs,list-strategies,list-timeframes,show-trades,test-pairlist,plot-dataframe,plot-profit}
...
Free, open source crypto trading bot
positional arguments:
{trade,create-userdir,new-config,new-hyperopt,new-strategy,download-data,convert-data,convert-trade-data,backtesting,edge,hyperopt,hyperopt-list,hyperopt-show,list-exchanges,list-hyperopts,list-markets,list-pairs,list-strategies,list-timeframes,show-trades,test-pairlist,plot-dataframe,plot-profit}
trade Trade module.
create-userdir Create user-data directory.
new-config Create new config
new-hyperopt Create new hyperopt
new-strategy Create new strategy
download-data Download backtesting data.
convert-data Convert candle (OHLCV) data from one format to
another.
convert-trade-data Convert trade data from one format to another.
backtesting Backtesting module.
edge Edge module.
hyperopt Hyperopt module.
hyperopt-list List Hyperopt results
hyperopt-show Show details of Hyperopt results
list-exchanges Print available exchanges.
list-hyperopts Print available hyperopt classes.
list-markets Print markets on exchange.
list-pairs Print pairs on exchange.
list-strategies Print available strategies.
list-timeframes Print available timeframes for the exchange.
show-trades Show trades.
test-pairlist Test your pairlist configuration.
plot-dataframe Plot candles with indicators.
plot-profit Generate plot showing profits.
optional arguments:
-h, --help show this help message and exit
-V, --version show program's version number and exit
```
## Got Test Results - Ideas - Config Improvements?
- Feel free to join our community [**CryptoStonksShallRise**](https://discord.gg/xFZ9bB6vEz) on Discord, there you can follow/participate in the **Official MoniGoMani Channels**:
- `📢︱moni-go-mani` *(All Official MGM Releases & important messages can be followed here)*
- `✨︱git-updates` *(All GitHub Commits can be followed here)*
- `🗞︱github-discussions` *(All conversations tied to GitHub Issues & Pull Requests can be followed here)*
- `🖥︱development` *(Channel for discussing development on MGM. exclusive for MoniGoMani Developers)*
- `👑︱testing-elite` *(Channel for members that have proven to be true additions to the community. Exclusive for MoniGoMani Testing MVP and above))*
- `🛠︱testing` *(Your go-to channel for partaking in the community. Feel free to drop your test results / config files / ideas here)*
- `❔︱help` *(Be sure to take your time to read the [Documentation](https://github.com/Rikj000/MoniGoMani/blob/main/MGM_DOCUMENTATION.md) thoroughly before asking questions though!)*
- `🎉︱setup-releases` *(Release your personal profitable MGM configurations/HyperOpted versions here)*
- `🗄︱cluster-results` *(Automated Ph3nol Cluster Releases. Exclusive to the MoniGoMani Cluster Maintainer & MoniGoMani Developers, for now!)*
### Telegram RPC commands
More general chats for `📈︱technical-analysis`, `🤖︱freqtrade`, `📊︱iconomi` and `🍉︱random` discussion are also available there :slightly_smiling_face:
Telegram is not mandatory. However, this is a great way to control your bot. More details and the full command list on our [documentation](https://www.freqtrade.io/en/latest/telegram-usage/)
## Planned
MoniGoMani's planned section lives under the [**Issues**](https://github.com/Rikj000/MoniGoMani/issues) section!
*(Don't be scared GitHub likes to pick bad names for things, but also don't abuse this for common questions though!)*
This is where we'll keep track of all **New Feature, Feature Enhancements and BugFixes** and it should be the ideal place to follow the status of the project more in depth or to contribute more directly towards it! :handshake:
- `/start`: Starts the trader.
- `/stop`: Stops the trader.
- `/stopbuy`: Stop entering new trades.
- `/status <trade_id>|[table]`: Lists all or specific open trades.
- `/profit [<n>]`: Lists cumulative profit from all finished trades, over the last n days.
- `/forcesell <trade_id>|all`: Instantly sells the given trade (Ignoring `minimum_roi`).
- `/performance`: Show performance of each finished trade grouped by pair
- `/balance`: Show account balance per currency.
- `/daily <n>`: Shows profit or loss per day, over the last n days.
- `/help`: Show help message.
- `/version`: Show version.
- [**All Open Issues**](https://github.com/Rikj000/MoniGoMani/issues)
- [**All Things Planned**](https://github.com/Rikj000/MoniGoMani/issues?q=is%3Aissue+is%3Aopen+label%3APlanned)
- [**All Known Bugs**](https://github.com/Rikj000/MoniGoMani/issues?q=is%3Aissue+is%3Aopen+label%3A%22Bug+-+Fix+Needed%22)
## Development branches
To keep track of what's exactly planned for the next release you can also check the [**Milestones**](https://github.com/Rikj000/MoniGoMani/milestones) section!
The project is currently setup in two main branches:
## ChangeLog
MoniGoMani's ChangeLog can be read under the [**Releases**](https://github.com/Rikj000/MoniGoMani/releases/) section!
*(You can also check the [Older Legacy ChangeLog](https://github.com/Rikj000/MoniGoMani/blob/main/CHANGELOG.md) to see the very beginning of MGM)*
- `develop` - This branch has often new features, but might also contain breaking changes. We try hard to keep this branch as stable as possible.
- `stable` - This branch contains the latest stable release. This branch is generally well tested.
- `feat/*` - These are feature branches, which are being worked on heavily. Please don't use these unless you want to test a specific feature.
## Freqtrade
**Freqtrade** is the well known `open source crypto day-trading bot` that makes this strategy possible!
It's completely free to use and alter and has many amazing features.
Big thank you to **xmatthias** and everyone who helped on it!
- **[Official Freqtrade Website](https://www.freqtrade.io/en/latest/)**
- **[Official Freqtrade GitHub Repository](https://github.com/freqtrade/freqtrade)**
- **[Official Freqtrade Discord Server](https://discord.gg/j84KnP57kW)**- [Sigmoid](https://en.wikipedia.org/wiki/Sigmoid_function) Buy/Sell Signals
## Support
## ICONOMI
Can't wait until MoniGoMani is fully on point? Or is this all too technical for you? Check out **[ICONOMI](https://www.iconomi.com/register?ref=JdFzz)!**
### Help / Discord
Instead of buying loose individual crypto manually like you usually do on exchanges, this platform has mostly been created to buy & hodl `Investment Strategies`.
ICONOMI strategies are owned by `Strategy Managers`, these are often day-trades / technical analysts by profession so in general they have quite a good idea what they are doing.
Each investment strategy contains up to ±20 different coins with a percentage allocated to each one. The managers will often re-balance these percentages towards coins they'll think will be profitable.
For any questions not covered by the documentation or for further information about the bot, or to simply engage with like-minded individuals, we encourage you to join the Freqtrade [discord server](https://discord.gg/p7nuUNVfP7).
There are fees tied to each strategy, and it's up to the manager of each strategy to pick the percentages of fees for his/her strategy. Usually strategies that are re-balanced often (aka market being watched more actively) or larger strategies with a good reputation ask higher fees. However, fees are only charged if **new** profits have been made, so they are quite in the benefit of the user.
More [info on fees in general can be found here](https://www.iconomi.com/fees-disclosure), and more [info on Performance fees can be found here](https://iconomi.zendesk.com/hc/en-us/articles/360026664834-Performance-fee-Crypto-Strategies).
### [Bugs / Issues](https://github.com/freqtrade/freqtrade/issues?q=is%3Aissue)
In general this is a good platform to invest into when you still need to start learning Technical Analysis, when you don't have time to monitor the status of the market or when you don't feel confident trading your own funds.
Since here you have strategy owners "doing the day-trading for you" by re-balancing the strategies & the percentages of coins in them.
If you discover a bug in the bot, please
[search our issue tracker](https://github.com/freqtrade/freqtrade/issues?q=is%3Aissue)
first. If it hasn't been reported, please
[create a new issue](https://github.com/freqtrade/freqtrade/issues/new/choose) and
ensure you follow the template guide so that our team can assist you as
quickly as possible.
**If you join please use my referral link! => (https://www.iconomi.com/register?ref=JdFzz)** :pray:
*(Then a percentage of your fees that you have to pay anyways to the strategy owners and ICONOMI will go to me instead, which is a neat win-win way for us both to support me for my work on MGM!)*
### [Feature Requests](https://github.com/freqtrade/freqtrade/labels/enhancement)
#### Recommended ICONOMI Strategies
- [**Crypto Knowledge Pool**](https://www.iconomi.com/asset/BTCETHTEST?ref=JdFzz) (CKP): A community influenced strategy
- [**CKP's Telegram Chat**](https://telegram.me/CKP_Robot?start=1684098549): If you want to vote if the coins will go up or down and hear about interesting news or ask questions. When I wrote this they we're right about 65% of the time. The manager will take the results into consideration when altering the strategy.
- [**Knepala**](https://www.iconomi.com/asset/KNEPALA?ref=JdFzz): The personal strategy of the owner of CKP, most of the time it does even better than CKP itself.
- Look on [ICONOMI](https://www.iconomi.com/register?ref=JdFzz) for more strategies you deem interesting :slightly_smiling_face:
Have you a great idea to improve the bot you want to share? Please,
first search if this feature was not [already discussed](https://github.com/freqtrade/freqtrade/labels/enhancement).
If it hasn't been requested, please
[create a new request](https://github.com/freqtrade/freqtrade/issues/new/choose)
and ensure you follow the template guide so that it does not get lost
in the bug reports.
### [Pull Requests](https://github.com/freqtrade/freqtrade/pulls)
Feel like our bot is missing a feature? We welcome your pull requests!
Please read our
[Contributing document](https://github.com/freqtrade/freqtrade/blob/develop/CONTRIBUTING.md)
to understand the requirements before sending your pull-requests.
Coding is not a necessity to contribute - maybe start with improving our documentation?
Issues labeled [good first issue](https://github.com/freqtrade/freqtrade/labels/good%20first%20issue) can be good first contributions, and will help get you familiar with the codebase.
**Note** before starting any major new feature work, *please open an issue describing what you are planning to do* or talk to us on [discord](https://discord.gg/p7nuUNVfP7) (please use the #dev channel for this). This will ensure that interested parties can give valuable feedback on the feature, and let others know that you are working on it.
**Important:** Always create your PR against the `develop` branch, not `stable`.
## Requirements
### Up-to-date clock
The clock must be accurate, synchronized to a NTP server very frequently to avoid problems with communication to the exchanges.
### Min hardware required
To run this bot we recommend you a cloud instance with a minimum of:
- Minimal (advised) system requirements: 2GB RAM, 1GB disk space, 2vCPU
### Software requirements
- [Python 3.7.x](http://docs.python-guide.org/en/latest/starting/installation/)
- [pip](https://pip.pypa.io/en/stable/installing/)
- [git](https://git-scm.com/book/en/v2/Getting-Started-Installing-Git)
- [TA-Lib](https://mrjbq7.github.io/ta-lib/install.html)
- [virtualenv](https://virtualenv.pypa.io/en/stable/installation.html) (Recommended)
- [Docker](https://www.docker.com/products/docker) (Recommended)

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29
docker-compose.yml
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@@ -2,28 +2,27 @@
version: '3'
services:
freqtrade:
image: freqtradeorg/freqtrade:develop
# Add additional MGM dependencies
build:
context: .
dockerfile: "./docker/Dockerfile.MoniGoMani"
image: freqtradeorg/freqtrade:stable
# image: freqtradeorg/freqtrade:develop
# Use plotting image
# image: freqtradeorg/freqtrade:develop_plot
# Build step - only needed when additional dependencies are needed
# build:
# context: .
# dockerfile: "./docker/Dockerfile.custom"
restart: unless-stopped
container_name: Freqtrade-MoniGoMani
container_name: freqtrade
volumes:
- "/etc/localtime:/etc/localtime:ro"
- "./user_data:/freqtrade/user_data"
- "./user_data/logs/:/freqtrade/user_data/logs/"
- "./user_data/mgm_pair_lists/:/freqtrade/user_data/mgm_pair_lists/"
# Expose api on port 8080 (localhost only)
# Please read the https://www.freqtrade.io/en/latest/rest-api/ documentation
# before enabling this.
ports:
- "8080:8080"
# ports:
# - "127.0.0.1:8080:8080"
# Default command used when running `docker compose up`
command: >
trade
--logfile /freqtrade/user_data/logs/freqtrade.log
--db-url sqlite:////freqtrade/user_data/tradesv3-MoniGoMani_v0.13.0.sqlite
--config /freqtrade/user_data/mgm-config.json
--config /freqtrade/user_data/mgm-config-private.json
--strategy MoniGoManiHyperStrategy
--db-url sqlite:////freqtrade/user_data/tradesv3.sqlite
--config /freqtrade/user_data/config.json
--strategy SampleStrategy

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@@ -0,0 +1,71 @@
name: freqtrade
channels:
- conda-forge
# - defaults
dependencies:
# 1/4 req main
- python>=3.7,<3.9
- numpy
- pandas
- pip
- aiohttp
- SQLAlchemy
- python-telegram-bot
- arrow
- cachetools
- requests
- urllib3
- wrapt
- jsonschema
- TA-Lib
- tabulate
- jinja2
- blosc
- sdnotify
- 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

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8
user_data/mgm_tools/mgm_hurry/FreqtradeCli.py
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@@ -47,11 +47,11 @@ class FreqtradeCli():
self._install_type = None
self.freqtrade_binary = None
self.monigomani_cli = MoniGoManiCli(self.basedir, self.cli_logger)
self._init_logger(cli_logger)
self._init_freqtrade()
self.monigomani_cli = MoniGoManiCli(self.basedir, self.cli_logger)
def _init_logger(self, cli_logger: logger = None) -> bool:
"""Initialize self.cli_logger property.
@@ -59,11 +59,11 @@ class FreqtradeCli():
:return bool
"""
if cli_logger is None:
return False
return None
self.cli_logger = cli_logger
return True
return self.cli_logger
def _init_freqtrade(self) -> bool:
"""Initialize self.freqtrade_binary property.

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