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Windows
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Freqtrade Basics
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Configuration
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Strategy Customization
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Strategy Callbacks
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Stoploss
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Plugins
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Start the bot
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Control the bot
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Control the bot
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Telegram
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freqUI
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REST API
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Web Hook
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Data Downloading
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Backtesting
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Hyperopt
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FreqAI
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FreqAI
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Introduction
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Configuration
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Parameter table
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Feature engineering
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Running FreqAI
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Reinforcement Learning
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Developer guide
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Short / Leverage
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Utility Sub-commands
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Plotting
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Exchange-specific Notes
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Data Analysis
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Data Analysis
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Jupyter Notebooks
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Advanced Topics
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Trade Object
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Lookahead analysis
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Recursive analysis
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Advanced Strategy
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Advanced Hyperopt
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Orderflow
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Producer/Consumer mode
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SQL Cheat-sheet
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SQL Cheat-sheet
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Install sqlite3
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Ubuntu/Debian installation
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Using sqlite3 via docker
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Open the DB
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Table structure
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List tables
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Display table structure
< / span >
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< li class = "md-nav__item" >
< a href = "#get-all-trades-in-the-table" class = "md-nav__link" >
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Get all trades in the table
< / span >
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< li class = "md-nav__item" >
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Destructive queries
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< nav class = "md-nav" aria-label = "Destructive queries" >
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Fix trade still open after a manual exit on the exchange
< / span >
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Example
< / span >
< / a >
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< / nav >
< / li >
< li class = "md-nav__item" >
< a href = "#remove-trade-from-the-database" class = "md-nav__link" >
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Remove trade from the database
< / span >
< / a >
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< / li >
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< / nav >
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Edge Positioning
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FAQ
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Strategy migration
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Updating Freqtrade
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Deprecated Features
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Contributors Guide
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Install sqlite3
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Ubuntu/Debian installation
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Using sqlite3 via docker
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Open the DB
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Table structure
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List tables
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Display table structure
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< li class = "md-nav__item" >
< a href = "#get-all-trades-in-the-table" class = "md-nav__link" >
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Get all trades in the table
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Destructive queries
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Fix trade still open after a manual exit on the exchange
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Example
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Remove trade from the database
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< div class = "md-content" data-md-component = "content" >
< article class = "md-content__inner md-typeset" >
< h1 id = "sql-helper" > SQL Helper< a class = "headerlink" href = "#sql-helper" title = "Permanent link" > ¶ < / a > < / h1 >
< p > This page contains some help if you want to query your sqlite db.< / p >
< div class = "admonition tip" >
< p class = "admonition-title" > Other Database systems< / p >
< p > To use other Database Systems like PostgreSQL or MariaDB, you can use the same queries, but you need to use the respective client for the database system. < a href = "../advanced-setup/#use-a-different-database-system" > Click here< / a > to learn how to setup a different database system with freqtrade.< / p >
< / div >
< div class = "admonition warning" >
< p class = "admonition-title" > Warning< / p >
< p > If you are not familiar with SQL, you should be very careful when running queries on your database.< br / >
Always make sure to have a backup of your database before running any queries.< / p >
< / div >
< h2 id = "install-sqlite3" > Install sqlite3< a class = "headerlink" href = "#install-sqlite3" title = "Permanent link" > ¶ < / a > < / h2 >
< p > Sqlite3 is a terminal based sqlite application.
Feel free to use a visual Database editor like SqliteBrowser if you feel more comfortable with that.< / p >
< h3 id = "ubuntudebian-installation" > Ubuntu/Debian installation< a class = "headerlink" href = "#ubuntudebian-installation" title = "Permanent link" > ¶ < / a > < / h3 >
< div class = "highlight" > < pre > < span > < / span > < code > sudo< span class = "w" > < / span > apt-get< span class = "w" > < / span > install< span class = "w" > < / span > sqlite3
< / code > < / pre > < / div >
< h3 id = "using-sqlite3-via-docker" > Using sqlite3 via docker< a class = "headerlink" href = "#using-sqlite3-via-docker" title = "Permanent link" > ¶ < / a > < / h3 >
< p > The freqtrade docker image does contain sqlite3, so you can edit the database without having to install anything on the host system.< / p >
< div class = "highlight" > < pre > < span > < / span > < code > docker< span class = "w" > < / span > compose< span class = "w" > < / span > < span class = "nb" > exec< / span > < span class = "w" > < / span > freqtrade< span class = "w" > < / span > /bin/bash
sqlite3< span class = "w" > < / span > < database-file> .sqlite
< / code > < / pre > < / div >
< h2 id = "open-the-db" > Open the DB< a class = "headerlink" href = "#open-the-db" title = "Permanent link" > ¶ < / a > < / h2 >
< div class = "highlight" > < pre > < span > < / span > < code > sqlite3
.open< span class = "w" > < / span > < filepath>
< / code > < / pre > < / div >
< h2 id = "table-structure" > Table structure< a class = "headerlink" href = "#table-structure" title = "Permanent link" > ¶ < / a > < / h2 >
< h3 id = "list-tables" > List tables< a class = "headerlink" href = "#list-tables" title = "Permanent link" > ¶ < / a > < / h3 >
< div class = "highlight" > < pre > < span > < / span > < code > .tables
< / code > < / pre > < / div >
< h3 id = "display-table-structure" > Display table structure< a class = "headerlink" href = "#display-table-structure" title = "Permanent link" > ¶ < / a > < / h3 >
< div class = "highlight" > < pre > < span > < / span > < code > .schema< span class = "w" > < / span > < table_name>
< / code > < / pre > < / div >
< h3 id = "get-all-trades-in-the-table" > Get all trades in the table< a class = "headerlink" href = "#get-all-trades-in-the-table" title = "Permanent link" > ¶ < / a > < / h3 >
< div class = "highlight" > < pre > < span > < / span > < code > < span class = "k" > SELECT< / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "k" > FROM< / span > < span class = "w" > < / span > < span class = "n" > trades< / span > < span class = "p" > ;< / span >
< / code > < / pre > < / div >
< h2 id = "destructive-queries" > Destructive queries< a class = "headerlink" href = "#destructive-queries" title = "Permanent link" > ¶ < / a > < / h2 >
< p > Queries that write to the database.
These queries should usually not be necessary as freqtrade tries to handle all database operations itself - or exposes them via API or telegram commands.< / p >
< div class = "admonition warning" >
< p class = "admonition-title" > Warning< / p >
< p > Please make sure you have a backup of your database before running any of the below queries.< / p >
< / div >
< div class = "admonition danger" >
< p class = "admonition-title" > Danger< / p >
< p > You should also < strong > never< / strong > run any writing query (< code > update< / code > , < code > insert< / code > , < code > delete< / code > ) while a bot is connected to the database.
This can and will lead to data corruption - most likely, without the possibility of recovery.< / p >
< / div >
< h3 id = "fix-trade-still-open-after-a-manual-exit-on-the-exchange" > Fix trade still open after a manual exit on the exchange< a class = "headerlink" href = "#fix-trade-still-open-after-a-manual-exit-on-the-exchange" title = "Permanent link" > ¶ < / a > < / h3 >
< div class = "admonition warning" >
< p class = "admonition-title" > Warning< / p >
< p > Manually selling a pair on the exchange will not be detected by the bot and it will try to sell anyway. Whenever possible, /forceexit < tradeid > should be used to accomplish the same thing.< br / >
It is strongly advised to backup your database file before making any manual changes.< / p >
< / div >
< div class = "admonition note" >
< p class = "admonition-title" > Note< / p >
< p > This should not be necessary after /forceexit, as force_exit orders are closed automatically by the bot on the next iteration.< / p >
< / div >
< div class = "highlight" > < pre > < span > < / span > < code > < span class = "k" > UPDATE< / span > < span class = "w" > < / span > < span class = "n" > trades< / span >
< span class = "k" > SET< / span > < span class = "w" > < / span > < span class = "n" > is_open< / span > < span class = "o" > =< / span > < span class = "mi" > 0< / span > < span class = "p" > ,< / span >
< span class = "w" > < / span > < span class = "n" > close_date< / span > < span class = "o" > =< < / span > < span class = "n" > close_date< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "w" > < / span > < span class = "n" > close_rate< / span > < span class = "o" > =< < / span > < span class = "n" > close_rate< / span > < span class = "o" > > < / span > < span class = "p" > ,< / span >
< span class = "w" > < / span > < span class = "n" > close_profit< / span > < span class = "w" > < / span > < span class = "o" > =< / span > < span class = "w" > < / span > < span class = "n" > close_rate< / span > < span class = "w" > < / span > < span class = "o" > /< / span > < span class = "w" > < / span > < span class = "n" > open_rate< / span > < span class = "w" > < / span > < span class = "o" > -< / span > < span class = "w" > < / span > < span class = "mi" > 1< / span > < span class = "p" > ,< / span >
< span class = "w" > < / span > < span class = "n" > close_profit_abs< / span > < span class = "w" > < / span > < span class = "o" > =< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "n" > amount< / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "o" > < < / span > < span class = "n" > close_rate< / span > < span class = "o" > > < / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "mi" > 1< / span > < span class = "w" > < / span > < span class = "o" > -< / span > < span class = "w" > < / span > < span class = "n" > fee_close< / span > < span class = "p" > )< / span > < span class = "w" > < / span > < span class = "o" > -< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "n" > amount< / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "n" > open_rate< / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "mi" > 1< / span > < span class = "w" > < / span > < span class = "o" > -< / span > < span class = "w" > < / span > < span class = "n" > fee_open< / span > < span class = "p" > )))),< / span >
< span class = "w" > < / span > < span class = "n" > exit_reason< / span > < span class = "o" > =< < / span > < span class = "n" > exit_reason< / span > < span class = "o" > > < / span >
< span class = "k" > WHERE< / span > < span class = "w" > < / span > < span class = "n" > id< / span > < span class = "o" > =< < / span > < span class = "n" > trade_ID_to_update< / span > < span class = "o" > > < / span > < span class = "p" > ;< / span >
< / code > < / pre > < / div >
< h4 id = "example" > Example< a class = "headerlink" href = "#example" title = "Permanent link" > ¶ < / a > < / h4 >
< div class = "highlight" > < pre > < span > < / span > < code > < span class = "k" > UPDATE< / span > < span class = "w" > < / span > < span class = "n" > trades< / span >
< span class = "k" > SET< / span > < span class = "w" > < / span > < span class = "n" > is_open< / span > < span class = "o" > =< / span > < span class = "mi" > 0< / span > < span class = "p" > ,< / span >
< span class = "w" > < / span > < span class = "n" > close_date< / span > < span class = "o" > =< / span > < span class = "s1" > ' 2020-06-20 03:08:45.103418' < / span > < span class = "p" > ,< / span >
< span class = "w" > < / span > < span class = "n" > close_rate< / span > < span class = "o" > =< / span > < span class = "mi" > 0< / span > < span class = "p" > .< / span > < span class = "mi" > 19638016< / span > < span class = "p" > ,< / span >
< span class = "w" > < / span > < span class = "n" > close_profit< / span > < span class = "o" > =< / span > < span class = "mi" > 0< / span > < span class = "p" > .< / span > < span class = "mi" > 0496< / span > < span class = "p" > ,< / span >
< span class = "w" > < / span > < span class = "n" > close_profit_abs< / span > < span class = "w" > < / span > < span class = "o" > =< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "n" > amount< / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "mi" > 0< / span > < span class = "p" > .< / span > < span class = "mi" > 19638016< / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "mi" > 1< / span > < span class = "w" > < / span > < span class = "o" > -< / span > < span class = "w" > < / span > < span class = "n" > fee_close< / span > < span class = "p" > )< / span > < span class = "w" > < / span > < span class = "o" > -< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "n" > amount< / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "n" > open_rate< / span > < span class = "w" > < / span > < span class = "o" > *< / span > < span class = "w" > < / span > < span class = "p" > (< / span > < span class = "mi" > 1< / span > < span class = "w" > < / span > < span class = "o" > -< / span > < span class = "w" > < / span > < span class = "n" > fee_open< / span > < span class = "p" > )))),< / span >
< span class = "w" > < / span > < span class = "n" > exit_reason< / span > < span class = "o" > =< / span > < span class = "s1" > ' force_exit' < / span > < span class = "w" > < / span >
< span class = "k" > WHERE< / span > < span class = "w" > < / span > < span class = "n" > id< / span > < span class = "o" > =< / span > < span class = "mi" > 31< / span > < span class = "p" > ;< / span >
< / code > < / pre > < / div >
< h3 id = "remove-trade-from-the-database" > Remove trade from the database< a class = "headerlink" href = "#remove-trade-from-the-database" title = "Permanent link" > ¶ < / a > < / h3 >
< div class = "admonition tip" >
< p class = "admonition-title" > Use RPC Methods to delete trades< / p >
< p > Consider using < code > /delete < tradeid> < / code > via telegram or rest API. That's the recommended way to deleting trades.< / p >
< / div >
< p > If you'd still like to remove a trade from the database directly, you can use the below query.< / p >
< div class = "admonition danger" >
< p class = "admonition-title" > Danger< / p >
< p > Some systems (Ubuntu) disable foreign keys in their sqlite3 packaging. When using sqlite - please ensure that foreign keys are on by running < code > PRAGMA foreign_keys = ON< / code > before the above query.< / p >
< / div >
< div class = "highlight" > < pre > < span > < / span > < code > < span class = "k" > DELETE< / span > < span class = "w" > < / span > < span class = "k" > FROM< / span > < span class = "w" > < / span > < span class = "n" > trades< / span > < span class = "w" > < / span > < span class = "k" > WHERE< / span > < span class = "w" > < / span > < span class = "n" > id< / span > < span class = "w" > < / span > < span class = "o" > =< / span > < span class = "w" > < / span > < span class = "o" > < < / span > < span class = "n" > tradeid< / span > < span class = "o" > > < / span > < span class = "p" > ;< / span >
< span class = "k" > DELETE< / span > < span class = "w" > < / span > < span class = "k" > FROM< / span > < span class = "w" > < / span > < span class = "n" > trades< / span > < span class = "w" > < / span > < span class = "k" > WHERE< / span > < span class = "w" > < / span > < span class = "n" > id< / span > < span class = "w" > < / span > < span class = "o" > =< / span > < span class = "w" > < / span > < span class = "mi" > 31< / span > < span class = "p" > ;< / span >
< / code > < / pre > < / div >
< div class = "admonition warning" >
< p class = "admonition-title" > Warning< / p >
< p > This will remove this trade from the database. Please make sure you got the correct id and < strong > NEVER< / strong > run this query without the < code > where< / code > clause.< / p >
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