chore(ci): run ci against python 3.14

Update pre-commit hooks

.github/dependabot.yml

@@ -1,6 +1,8 @@
 version: 2
 updates:
 - package-ecosystem: docker
+  cooldown:
+    default-days: 4
   directories:
     - "/"
     - "/docker"
@@ -11,8 +13,20 @@ updates:
     update-types: ["version-update:semver-major"]
   open-pull-requests-limit: 10
 
+- package-ecosystem: devcontainers
+  directory: "/"
+  cooldown:
+    default-days: 4
+  schedule:
+    interval: daily
+  open-pull-requests-limit: 10
+
 - package-ecosystem: pip
   directory: "/"
+  cooldown:
+    default-days: 4
+    exclude:
+      - ccxt
   schedule:
     interval: weekly
     time: "03:00"
@@ -36,6 +50,8 @@ updates:
 
 - package-ecosystem: "github-actions"
   directory: "/"
+  cooldown:
+    default-days: 4
   schedule:
     interval: "weekly"
   open-pull-requests-limit: 10

.github/workflows/ci.yml

@@ -25,7 +25,7 @@ jobs:
     strategy:
       matrix:
         os: [ "ubuntu-22.04", "ubuntu-24.04", "macos-14", "macos-15" , "windows-2022", "windows-2025" ]
-        python-version: ["3.11", "3.12", "3.13"]
+        python-version: ["3.11", "3.12", "3.13", "3.14"]
 
     steps:
     - uses: actions/checkout@v5
@@ -38,7 +38,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
 
     - name: Install uv
-      uses: astral-sh/setup-uv@b75a909f75acd358c2196fb9a5f1299a9a8868a4 # v6.7.0
+      uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
       with:
         activate-environment: true
         enable-cache: true
@@ -91,12 +91,12 @@ jobs:
 
     - name: Run command docs partials extract
       # This should be kept before the repository check to ensure that the docs are up-to-date
+      if: ${{ (matrix.python-version == '3.13') }}
       run: |
         python build_helpers/create_command_partials.py
 
     - name: Check for repository changes - *nix
-      # TODO: python 3.13 slightly changed the output of argparse.
-      if: ${{ (matrix.python-version != '3.13') && (runner.os != 'Windows') }}
+      if: ${{ (runner.os != 'Windows') }}
       run: |
         if [ -n "$(git status --porcelain)" ]; then
           echo "Repository is dirty, changes detected:"
@@ -108,7 +108,7 @@ jobs:
         fi
 
     - name: Check for repository changes - Windows
-      if: ${{ runner.os == 'Windows' && (matrix.python-version != '3.13') }}
+      if: ${{ runner.os == 'Windows' }}
       run: |
         if (git status --porcelain) {
           Write-Host "Repository is dirty, changes detected:"
@@ -248,7 +248,7 @@ jobs:
         python-version: "3.12"
 
     - name: Install uv
-      uses: astral-sh/setup-uv@b75a909f75acd358c2196fb9a5f1299a9a8868a4 # v6.7.0
+      uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
       with:
         activate-environment: true
         enable-cache: true
@@ -265,7 +265,7 @@ jobs:
 
     - name: Tests incl. ccxt compatibility tests
       env:
-        CI_WEB_PROXY: http://152.67.78.211:13128
+        CI_WEB_PROXY: http://152.67.66.8:13128
       run: |
         pytest --random-order --longrun --durations 20 -n auto
 
@@ -324,7 +324,7 @@ jobs:
         python -m build --sdist --wheel
 
     - name: Upload artifacts 📦
-      uses: actions/upload-artifact@v4
+      uses: actions/upload-artifact@v5
       with:
         name: freqtrade-build
         path: |
@@ -337,7 +337,7 @@ jobs:
         python -m build --sdist --wheel ft_client
 
     - name: Upload artifacts 📦
-      uses: actions/upload-artifact@v4
+      uses: actions/upload-artifact@v5
       with:
         name: freqtrade-client-build
         path: |
@@ -361,7 +361,7 @@ jobs:
         persist-credentials: false
 
     - name: Download artifact  📦
-      uses: actions/download-artifact@v5
+      uses: actions/download-artifact@v6
       with:
         pattern: freqtrade*-build
         path: dist
@@ -390,7 +390,7 @@ jobs:
         persist-credentials: false
 
     - name: Download artifact  📦
-      uses: actions/download-artifact@v5
+      uses: actions/download-artifact@v6
       with:
         pattern: freqtrade*-build
         path: dist

.github/workflows/devcontainer-build.yml

@@ -28,7 +28,7 @@ jobs:
       with:
         persist-credentials: false
     - name: Login to GitHub Container Registry
-      uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1 # v3.5.0
+      uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
       with:
         registry: ghcr.io
         username: ${{ github.actor }}

.github/workflows/docker-build.yml

@@ -42,13 +42,13 @@ jobs:
       uses: ./.github/actions/docker-tags
 
     - name: Login to Docker Hub
-      uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1 # v3.5.0
+      uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
       with:
         username: ${{ secrets.DOCKER_USERNAME }}
         password: ${{ secrets.DOCKER_PASSWORD }}
 
     - name: Set up QEMU
-      uses: docker/setup-qemu-action@29109295f81e9208d7d86ff1c6c12d2833863392 # v3.6.0
+      uses: docker/setup-qemu-action@c7c53464625b32c7a7e944ae62b3e17d2b600130 # v3.7.0
       with:
         cache-image: false
 
@@ -161,13 +161,13 @@ jobs:
       uses: ./.github/actions/docker-tags
 
     - name: Login to Docker Hub
-      uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1 # v3.5.0
+      uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
       with:
         username: ${{ secrets.DOCKER_USERNAME }}
         password: ${{ secrets.DOCKER_PASSWORD }}
 
     - name: Login to github
-      uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1 # v3.5.0
+      uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
       with:
         registry: ghcr.io
         username: ${{ github.actor }}

.github/workflows/docker-update-readme.yml

@@ -16,7 +16,7 @@ jobs:
         persist-credentials: false
 
     - name: Docker Hub Description
-      uses: peter-evans/dockerhub-description@432a30c9e07499fd01da9f8a49f0faf9e0ca5b77 # v4.0.2
+      uses: peter-evans/dockerhub-description@1b9a80c056b620d92cedb9d9b5a223409c68ddfa # v5.0.0
       with:
         username: ${{ secrets.DOCKER_USERNAME }}
         password: ${{ secrets.DOCKER_PASSWORD }}

.github/workflows/zizmor.yml

@@ -21,7 +21,7 @@ jobs:
       # actions: read # only needed for private repos
     steps:
       - name: Checkout repository
-        uses: actions/checkout@ff7abcd0c3c05ccf6adc123a8cd1fd4fb30fb493 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 

.pre-commit-config.yaml

@@ -26,17 +26,17 @@ repos:
       - id: mypy
         exclude: build_helpers
         additional_dependencies:
-          - types-cachetools==6.2.0.20250827
+          - types-cachetools==6.2.0.20251022
           - types-filelock==3.2.7
           - types-requests==2.32.4.20250913
           - types-tabulate==0.9.0.20241207
-          - types-python-dateutil==2.9.0.20250822
-          - scipy-stubs==1.16.2.0
-          - SQLAlchemy==2.0.43
+          - types-python-dateutil==2.9.0.20251008
+          - scipy-stubs==1.16.3.0
+          - SQLAlchemy==2.0.44
         # stages: [push]
 
   - repo: https://github.com/pycqa/isort
-    rev: "6.0.1"
+    rev: "7.0.0"
     hooks:
       - id: isort
         name: isort (python)
@@ -44,7 +44,7 @@ repos:
 
   - repo: https://github.com/charliermarsh/ruff-pre-commit
     # Ruff version.
-    rev: 'v0.13.1'
+    rev: 'v0.14.4'
     hooks:
       - id: ruff
       - id: ruff-format
@@ -70,7 +70,7 @@ repos:
             )$
 
   - repo: https://github.com/stefmolin/exif-stripper
-    rev: 1.1.0
+    rev: 1.2.0
     hooks:
       - id: strip-exif
 
@@ -83,6 +83,6 @@ repos:
 
   # Ensure github actions remain safe
   - repo: https://github.com/woodruffw/zizmor-pre-commit
-    rev: v1.13.0
+    rev: v1.16.3
     hooks:
     - id: zizmor

CONTRIBUTING.md

@@ -127,7 +127,7 @@ Exceptions:
 
 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. Both quantity and quality are considered.
+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. Both 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.

Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.13.7-slim-bookworm AS base
+FROM python:3.13.8-slim-bookworm AS base
 
 # Setup env
 ENV LANG=C.UTF-8

README.md

@@ -1,6 +1,6 @@
 # ![freqtrade](https://raw.githubusercontent.com/freqtrade/freqtrade/develop/docs/assets/freqtrade_poweredby.svg)
 
-[![Freqtrade CI](https://github.com/freqtrade/freqtrade/actions/workflows/ci.yml/badge.svg?branch=develop)](https://github.com/freqtrade/freqtrade/actions/)
+[![Freqtrade CI](https://github.com/freqtrade/freqtrade/actions/workflows/ci.yml/badge.svg?branch=develop)](https://github.com/freqtrade/freqtrade/actions/workflows/ci.yml)
 [![DOI](https://joss.theoj.org/papers/10.21105/joss.04864/status.svg)](https://doi.org/10.21105/joss.04864)
 [![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)
@@ -27,8 +27,9 @@ hesitate to read the source code and understand the mechanism of this bot.
 Please read the [exchange specific notes](docs/exchanges.md) to learn about eventual, special configurations needed for each exchange.
 
 - [X] [Binance](https://www.binance.com/)
-- [X] [Bitmart](https://bitmart.com/)
 - [X] [BingX](https://bingx.com/invite/0EM9RX)
+- [X] [Bitget](https://www.bitget.com/)
+- [X] [Bitmart](https://bitmart.com/)
 - [X] [Bybit](https://bybit.com/)
 - [X] [Gate.io](https://www.gate.io/ref/6266643)
 - [X] [HTX](https://www.htx.com/)
@@ -41,6 +42,7 @@ Please read the [exchange specific notes](docs/exchanges.md) to learn about even
 ### Supported Futures Exchanges (experimental)
 
 - [X] [Binance](https://www.binance.com/)
+- [X] [Bitget](https://www.bitget.com/)
 - [X] [Gate.io](https://www.gate.io/ref/6266643)
 - [X] [Hyperliquid](https://hyperliquid.xyz/) (A decentralized exchange, or DEX)
 - [X] [OKX](https://okx.com/)

build_helpers/create_command_partials.py

@@ -2,52 +2,64 @@ import subprocess  # noqa: S404, RUF100
 from pathlib import Path
 
 
-subcommands = [
-    "trade",
-    "create-userdir",
-    "new-config",
-    "show-config",
-    "new-strategy",
-    "download-data",
-    "convert-data",
-    "convert-trade-data",
-    "trades-to-ohlcv",
-    "list-data",
-    "backtesting",
-    "backtesting-show",
-    "backtesting-analysis",
-    "edge",
-    "hyperopt",
-    "hyperopt-list",
-    "hyperopt-show",
-    "list-exchanges",
-    "list-markets",
-    "list-pairs",
-    "list-strategies",
-    "list-hyperoptloss",
-    "list-freqaimodels",
-    "list-timeframes",
-    "show-trades",
-    "test-pairlist",
-    "convert-db",
-    "install-ui",
-    "plot-dataframe",
-    "plot-profit",
-    "webserver",
-    "strategy-updater",
-    "lookahead-analysis",
-    "recursive-analysis",
-]
-
-result = subprocess.run(["freqtrade", "--help"], capture_output=True, text=True)
-
-with Path("docs/commands/main.md").open("w") as f:
-    f.write(f"```\n{result.stdout}\n```\n")
+def _write_partial_file(filename: str, content: str):
+    with Path(filename).open("w") as f:
+        f.write(f"``` output\n{content}\n```\n")
 
 
-for command in subcommands:
-    print(f"Running for {command}")
-    result = subprocess.run(["freqtrade", command, "--help"], capture_output=True, text=True)
+def extract_command_partials():
+    subcommands = [
+        "trade",
+        "create-userdir",
+        "new-config",
+        "show-config",
+        "new-strategy",
+        "download-data",
+        "convert-data",
+        "convert-trade-data",
+        "trades-to-ohlcv",
+        "list-data",
+        "backtesting",
+        "backtesting-show",
+        "backtesting-analysis",
+        "edge",
+        "hyperopt",
+        "hyperopt-list",
+        "hyperopt-show",
+        "list-exchanges",
+        "list-markets",
+        "list-pairs",
+        "list-strategies",
+        "list-hyperoptloss",
+        "list-freqaimodels",
+        "list-timeframes",
+        "show-trades",
+        "test-pairlist",
+        "convert-db",
+        "install-ui",
+        "plot-dataframe",
+        "plot-profit",
+        "webserver",
+        "strategy-updater",
+        "lookahead-analysis",
+        "recursive-analysis",
+    ]
 
-    with Path(f"docs/commands/{command}.md").open("w") as f:
-        f.write(f"```\n{result.stdout}\n```\n")
+    result = subprocess.run(["freqtrade", "--help"], capture_output=True, text=True)
+
+    _write_partial_file("docs/commands/main.md", result.stdout)
+
+    for command in subcommands:
+        print(f"Running for {command}")
+        result = subprocess.run(["freqtrade", command, "--help"], capture_output=True, text=True)
+
+        _write_partial_file(f"docs/commands/{command}.md", result.stdout)
+
+    print("Running for freqtrade-client")
+    result_client = subprocess.run(["freqtrade-client", "--show"], capture_output=True, text=True)
+
+    _write_partial_file("docs/commands/freqtrade-client.md", result_client.stdout)
+
+
+if __name__ == "__main__":
+    extract_command_partials()

build_helpers/schema.json

@@ -268,10 +268,73 @@
           "day",
           "week",
           "month",
-          "year"
+          "year",
+          "weekday"
         ]
       }
     },
+    "backtest_cache": {
+      "description": "Load a cached backtest result no older than specified age.",
+      "type": "string",
+      "enum": [
+        "none",
+        "day",
+        "week",
+        "month"
+      ]
+    },
+    "hyperopt_path": {
+      "description": "Specify additional lookup path for Hyperopt Loss functions.",
+      "type": "string"
+    },
+    "epochs": {
+      "description": "Number of training epochs for Hyperopt.",
+      "type": "integer",
+      "minimum": 1
+    },
+    "early_stop": {
+      "description": "Early stop hyperopt if no improvement after <epochs>. Set to 0 to disable.",
+      "type": "integer",
+      "minimum": 0
+    },
+    "spaces": {
+      "description": "Hyperopt parameter spaces to optimize. Default is the default set andincludes all spaces except for 'trailing', 'protection', and 'trades'.",
+      "type": "array",
+      "items": {
+        "type": "string"
+      },
+      "default": [
+        "default"
+      ]
+    },
+    "analyze_per_epoch": {
+      "description": "Perform analysis after each epoch in Hyperopt.",
+      "type": "boolean"
+    },
+    "print_all": {
+      "description": "Print all hyperopt trials, not just the best ones.",
+      "type": "boolean",
+      "default": false
+    },
+    "hyperopt_jobs": {
+      "description": "The number of concurrently running jobs for hyperoptimization (hyperopt worker processes). If -1 (default), all CPUs are used, for -2, all CPUs but one are used, etc. If 1 is given, no parallel computing is used.",
+      "type": "integer",
+      "default": -1
+    },
+    "hyperopt_random_state": {
+      "description": "Random state for hyperopt trials.",
+      "type": "integer",
+      "minimum": 0
+    },
+    "hyperopt_min_trades": {
+      "description": "Minimum number of trades per epoch for hyperopt.",
+      "type": "integer",
+      "minimum": 0
+    },
+    "hyperopt_loss": {
+      "description": "The class name of the hyperopt loss function class (IHyperOptLoss). Different functions can generate completely different results, since the target for optimization is different. Built-in Hyperopt-loss-functions are: ShortTradeDurHyperOptLoss, OnlyProfitHyperOptLoss, SharpeHyperOptLoss, SharpeHyperOptLossDaily, SortinoHyperOptLoss, SortinoHyperOptLossDaily, CalmarHyperOptLoss, MaxDrawDownHyperOptLoss, MaxDrawDownRelativeHyperOptLoss, MaxDrawDownPerPairHyperOptLoss, ProfitDrawDownHyperOptLoss, MultiMetricHyperOptLoss",
+      "type": "string"
+    },
     "bot_name": {
       "description": "Name of the trading bot. Passed via API to a client.",
       "type": "string"
@@ -1461,6 +1524,11 @@
           "type": "boolean",
           "default": false
         },
+        "override_exchange_check": {
+          "description": "Override the exchange check to force FreqAI to use exchanges that may not have enough historic data. Turn this to True if you know your FreqAI model and strategy do not require historical data.",
+          "type": "boolean",
+          "default": false
+        },
         "feature_parameters": {
           "description": "The parameters used to engineer the feature set",
           "type": "object",

docs/advanced-setup.md

@@ -134,10 +134,10 @@ The following systems have been tested and are known to work with freqtrade:
 ### PostgreSQL
 
 Installation:
-`pip install psycopg2-binary`
+`pip install "psycopg[binary]"`
 
 Usage:
-`... --db-url postgresql+psycopg2://<username>:<password>@localhost:5432/<database>`
+`... --db-url postgresql+psycopg://<username>:<password>@localhost:5432/<database>`
 
 Freqtrade will automatically create the tables necessary upon startup.
 

docs/commands/backtesting-analysis.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade backtesting-analysis [-h] [-v] [--no-color] [--logfile FILE]
                                       [-V] [-c PATH] [-d PATH]
                                       [--userdir PATH]
@@ -15,13 +15,13 @@ usage: freqtrade backtesting-analysis [-h] [-v] [--no-color] [--logfile FILE]
 
 options:
   -h, --help            show this help message and exit
-  --backtest-filename PATH, --export-filename PATH
+  --backtest-filename, --export-filename PATH
                         Use this filename for backtest results.Example:
                         `--backtest-
                         filename=backtest_results_2020-09-27_16-20-48.json`.
                         Assumes either `user_data/backtest_results/` or
                         `--export-directory` as base directory.
-  --backtest-directory PATH, --export-directory PATH
+  --backtest-directory, --export-directory PATH
                         Directory to use for backtest results. Example:
                         `--export-directory=user_data/backtest_results/`.
   --analysis-groups {0,1,2,3,4,5} [{0,1,2,3,4,5} ...]
@@ -54,21 +54,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/backtesting-show.md

@@ -1,46 +1,45 @@
-```
+``` output
 usage: freqtrade backtesting-show [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                   [-c PATH] [-d PATH] [--userdir PATH]
                                   [--backtest-filename PATH]
                                   [--backtest-directory PATH]
                                   [--show-pair-list]
-                                  [--breakdown {day,week,month,year} [{day,week,month,year} ...]]
+                                  [--breakdown {day,week,month,year,weekday} [{day,week,month,year,weekday} ...]]
 
 options:
   -h, --help            show this help message and exit
-  --backtest-filename PATH, --export-filename PATH
+  --backtest-filename, --export-filename PATH
                         Use this filename for backtest results.Example:
                         `--backtest-
                         filename=backtest_results_2020-09-27_16-20-48.json`.
                         Assumes either `user_data/backtest_results/` or
                         `--export-directory` as base directory.
-  --backtest-directory PATH, --export-directory PATH
+  --backtest-directory, --export-directory PATH
                         Directory to use for backtest results. Example:
                         `--export-directory=user_data/backtest_results/`.
   --show-pair-list      Show backtesting pairlist sorted by profit.
-  --breakdown {day,week,month,year} [{day,week,month,year} ...]
+  --breakdown {day,week,month,year,weekday} [{day,week,month,year,weekday} ...]
                         Show backtesting breakdown per [day, week, month,
-                        year].
+                        year, weekday].
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/backtesting.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade backtesting [-h] [-v] [--no-color] [--logfile FILE] [-V]
                              [-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
                              [--strategy-path PATH]
@@ -17,13 +17,13 @@ usage: freqtrade backtesting [-h] [-v] [--no-color] [--logfile FILE] [-V]
                              [--export {none,trades,signals}]
                              [--backtest-filename PATH]
                              [--backtest-directory PATH]
-                             [--breakdown {day,week,month,year} [{day,week,month,year} ...]]
+                             [--breakdown {day,week,month,year,weekday} [{day,week,month,year,weekday} ...]]
                              [--cache {none,day,week,month}]
                              [--freqai-backtest-live-models] [--notes TEXT]
 
 options:
   -h, --help            show this help message and exit
-  -i TIMEFRAME, --timeframe TIMEFRAME
+  -i, --timeframe TIMEFRAME
                         Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
   --timerange TIMERANGE
                         Specify what timerange of data to use.
@@ -38,7 +38,7 @@ options:
                         setting.
   --fee FLOAT           Specify fee ratio. Will be applied twice (on trade
                         entry and exit).
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --eps, --enable-position-stacking
@@ -53,7 +53,7 @@ options:
                         pairlist will be generated for each new candle if
                         you're using a pairlist handler that supports this
                         feature, for example, ShuffleFilter.
-  --dry-run-wallet DRY_RUN_WALLET, --starting-balance DRY_RUN_WALLET
+  --dry-run-wallet, --starting-balance DRY_RUN_WALLET
                         Starting balance, used for backtesting / hyperopt and
                         dry-runs.
   --timeframe-detail TIMEFRAME_DETAIL
@@ -68,18 +68,18 @@ options:
                         becomes `backtest-data-SampleStrategy.json`
   --export {none,trades,signals}
                         Export backtest results (default: trades).
-  --backtest-filename PATH, --export-filename PATH
+  --backtest-filename, --export-filename PATH
                         Use this filename for backtest results.Example:
                         `--backtest-
                         filename=backtest_results_2020-09-27_16-20-48.json`.
                         Assumes either `user_data/backtest_results/` or
                         `--export-directory` as base directory.
-  --backtest-directory PATH, --export-directory PATH
+  --backtest-directory, --export-directory PATH
                         Directory to use for backtest results. Example:
                         `--export-directory=user_data/backtest_results/`.
-  --breakdown {day,week,month,year} [{day,week,month,year} ...]
+  --breakdown {day,week,month,year,weekday} [{day,week,month,year,weekday} ...]
                         Show backtesting breakdown per [day, week, month,
-                        year].
+                        year, weekday].
   --cache {none,day,week,month}
                         Load a cached backtest result no older than specified
                         age (default: day).
@@ -91,26 +91,24 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 Strategy arguments:
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --recursive-strategy-search

docs/commands/convert-data.md

@@ -1,17 +1,17 @@
-```
+``` output
 usage: freqtrade convert-data [-h] [-v] [--no-color] [--logfile FILE] [-V]
                               [-c PATH] [-d PATH] [--userdir PATH]
-                              [-p PAIRS [PAIRS ...]] --format-from
-                              {json,jsongz,feather,parquet} --format-to
-                              {json,jsongz,feather,parquet} [--erase]
-                              [--exchange EXCHANGE]
+                              [-p PAIRS [PAIRS ...]]
+                              --format-from {json,jsongz,feather,parquet}
+                              --format-to {json,jsongz,feather,parquet}
+                              [--erase] [--exchange EXCHANGE]
                               [-t TIMEFRAMES [TIMEFRAMES ...]]
                               [--trading-mode {spot,margin,futures}]
                               [--candle-types {spot,futures,mark,index,premiumIndex,funding_rate} [{spot,futures,mark,index,premiumIndex,funding_rate} ...]]
 
 options:
   -h, --help            show this help message and exit
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --format-from {json,jsongz,feather,parquet}
@@ -21,10 +21,10 @@ options:
   --erase               Clean all existing data for the selected
                         exchange/pairs/timeframes.
   --exchange EXCHANGE   Exchange name. Only valid if no config is provided.
-  -t TIMEFRAMES [TIMEFRAMES ...], --timeframes TIMEFRAMES [TIMEFRAMES ...]
+  -t, --timeframes TIMEFRAMES [TIMEFRAMES ...]
                         Specify which tickers to download. Space-separated
                         list. Default: `1m 5m`.
-  --trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
+  --trading-mode, --tradingmode {spot,margin,futures}
                         Select Trading mode
   --candle-types {spot,futures,mark,index,premiumIndex,funding_rate} [{spot,futures,mark,index,premiumIndex,funding_rate} ...]
                         Select candle type to convert. Defaults to all
@@ -34,21 +34,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/convert-db.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade convert-db [-h] [--db-url PATH] [--db-url-from PATH]
 
 options:

docs/commands/convert-trade-data.md

@@ -1,14 +1,14 @@
-```
+``` output
 usage: freqtrade convert-trade-data [-h] [-v] [--no-color] [--logfile FILE]
                                     [-V] [-c PATH] [-d PATH] [--userdir PATH]
-                                    [-p PAIRS [PAIRS ...]] --format-from
-                                    {json,jsongz,feather,parquet,kraken_csv}
+                                    [-p PAIRS [PAIRS ...]]
+                                    --format-from {json,jsongz,feather,parquet,kraken_csv}
                                     --format-to {json,jsongz,feather,parquet}
                                     [--erase] [--exchange EXCHANGE]
 
 options:
   -h, --help            show this help message and exit
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --format-from {json,jsongz,feather,parquet,kraken_csv}
@@ -23,21 +23,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/create-userdir.md

@@ -1,9 +1,9 @@
-```
+``` output
 usage: freqtrade create-userdir [-h] [--userdir PATH] [--reset]
 
 options:
   -h, --help            show this help message and exit
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
   --reset               Reset sample files to their original state.
 

docs/commands/download-data.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade download-data [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                [-c PATH] [-d PATH] [--userdir PATH]
                                [-p PAIRS [PAIRS ...]] [--pairs-file FILE]
@@ -15,7 +15,7 @@ usage: freqtrade download-data [-h] [-v] [--no-color] [--logfile FILE] [-V]
 
 options:
   -h, --help            show this help message and exit
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --pairs-file FILE     File containing a list of pairs. Takes precedence over
@@ -37,7 +37,7 @@ options:
                         OHLCV (e.g. Kraken). If not provided, use `trades-to-
                         ohlcv` to convert trades data to OHLCV data.
   --exchange EXCHANGE   Exchange name. Only valid if no config is provided.
-  -t TIMEFRAMES [TIMEFRAMES ...], --timeframes TIMEFRAMES [TIMEFRAMES ...]
+  -t, --timeframes TIMEFRAMES [TIMEFRAMES ...]
                         Specify which tickers to download. Space-separated
                         list. Default: `1m 5m`.
   --erase               Clean all existing data for the selected
@@ -48,7 +48,7 @@ options:
   --data-format-trades {json,jsongz,feather,parquet}
                         Storage format for downloaded trades data. (default:
                         `feather`).
-  --trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
+  --trading-mode, --tradingmode {spot,margin,futures}
                         Select Trading mode
   --prepend             Allow data prepending. (Data-appending is disabled)
 
@@ -56,21 +56,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/edge.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade edge [-h] [-v] [--no-color] [--logfile FILE] [-V] [-c PATH]
                       [-d PATH] [--userdir PATH] [-s NAME]
                       [--strategy-path PATH] [--recursive-strategy-search]
@@ -10,7 +10,7 @@ usage: freqtrade edge [-h] [-v] [--no-color] [--logfile FILE] [-V] [-c PATH]
 
 options:
   -h, --help            show this help message and exit
-  -i TIMEFRAME, --timeframe TIMEFRAME
+  -i, --timeframe TIMEFRAME
                         Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
   --timerange TIMERANGE
                         Specify what timerange of data to use.
@@ -25,7 +25,7 @@ options:
                         setting.
   --fee FLOAT           Specify fee ratio. Will be applied twice (on trade
                         entry and exit).
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
 
@@ -33,26 +33,24 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 Strategy arguments:
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --recursive-strategy-search

docs/commands/freqtrade-client.md

@@ -0,0 +1,197 @@
+``` output
+Possible commands:
+
+available_pairs
+	Return available pair (backtest data) based on timeframe / stake_currency selection
+
+:param timeframe: Only pairs with this timeframe available.
+:param stake_currency: Only pairs that include this stake currency.
+
+balance
+	Get the account balance.
+
+blacklist
+	Show the current blacklist.
+
+:param add: List of coins to add (example: "BNB/BTC")
+
+cancel_open_order
+	Cancel open order for trade.
+
+:param trade_id: Cancels open orders for this trade.
+
+count
+	Return the amount of open trades.
+
+daily
+	Return the profits for each day, and amount of trades.
+
+delete_lock
+	Delete (disable) lock from the database.
+
+:param lock_id: ID for the lock to delete
+
+delete_trade
+	Delete trade from the database.
+Tries to close open orders. Requires manual handling of this asset on the exchange.
+
+:param trade_id: Deletes the trade with this ID from the database.
+
+entries
+	Returns List of dicts containing all Trades, based on buy tag performance
+Can either be average for all pairs or a specific pair provided
+
+exits
+	Returns List of dicts containing all Trades, based on exit reason performance
+Can either be average for all pairs or a specific pair provided
+
+forcebuy
+	Buy an asset.
+
+:param pair: Pair to buy (ETH/BTC)
+:param price: Optional - price to buy
+
+forceenter
+	Force entering a trade
+
+:param pair: Pair to buy (ETH/BTC)
+:param side: 'long' or 'short'
+:param price: Optional - price to buy
+:param order_type: Optional keyword argument - 'limit' or 'market'
+:param stake_amount: Optional keyword argument - stake amount (as float)
+:param leverage: Optional keyword argument - leverage (as float)
+:param enter_tag: Optional keyword argument - entry tag (as string, default: 'force_enter')
+
+forceexit
+	Force-exit a trade.
+
+:param tradeid: Id of the trade (can be received via status command)
+:param ordertype: Order type to use (must be market or limit)
+:param amount: Amount to sell. Full sell if not given
+
+health
+	Provides a quick health check of the running bot.
+
+list_custom_data
+	List custom-data of the running bot for a specific trade.
+
+:param trade_id: ID of the trade
+:param key: str, optional - Key of the custom-data
+
+list_open_trades_custom_data
+	List open trades custom-data of the running bot.
+
+:param key: str, optional - Key of the custom-data
+:param limit: limit of trades
+:param offset: trades offset for pagination
+
+lock_add
+	Lock pair
+
+:param pair: Pair to lock
+:param until: Lock until this date (format "2024-03-30 16:00:00Z")
+:param side: Side to lock (long, short, *)
+:param reason: Reason for the lock
+
+locks
+	Return current locks
+
+logs
+	Show latest logs.
+
+:param limit: Limits log messages to the last <limit> logs. No limit to get the entire log.
+
+mix_tags
+	Returns List of dicts containing all Trades, based on entry_tag + exit_reason performance
+Can either be average for all pairs or a specific pair provided
+
+monthly
+	Return the profits for each month, and amount of trades.
+
+pair_candles
+	Return live dataframe for <pair><timeframe>.
+
+:param pair: Pair to get data for
+:param timeframe: Only pairs with this timeframe available.
+:param limit: Limit result to the last n candles.
+:param columns: List of dataframe columns to return. Empty list will return OHLCV.
+
+pair_history
+	Return historic, analyzed dataframe
+
+:param pair: Pair to get data for
+:param timeframe: Only pairs with this timeframe available.
+:param strategy: Strategy to analyze and get values for
+:param freqaimodel: FreqAI model to use for analysis
+:param timerange: Timerange to get data for (same format than --timerange endpoints)
+
+pairlists_available
+	Lists available pairlist providers
+
+performance
+	Return the performance of the different coins.
+
+ping
+	simple ping
+
+plot_config
+	Return plot configuration if the strategy defines one.
+
+profit
+	Return the profit summary.
+
+reload_config
+	Reload configuration.
+
+show_config
+	Returns part of the configuration, relevant for trading operations.
+
+start
+	Start the bot if it's in the stopped state.
+
+stats
+	Return the stats report (durations, sell-reasons).
+
+status
+	Get the status of open trades.
+
+stop
+	Stop the bot. Use `start` to restart.
+
+stopbuy
+	Stop buying (but handle sells gracefully). Use `reload_config` to reset.
+
+strategies
+	Lists available strategies
+
+strategy
+	Get strategy details
+
+:param strategy: Strategy class name
+
+sysinfo
+	Provides system information (CPU, RAM usage)
+
+trade
+	Return specific trade
+
+:param trade_id: Specify which trade to get.
+
+trades
+	Return trades history, sorted by id (or by latest timestamp if order_by_id=False)
+
+:param limit: Limits trades to the X last trades. Max 500 trades.
+:param offset: Offset by this amount of trades.
+:param order_by_id: Sort trades by id (default: True). If False, sorts by latest timestamp.
+
+version
+	Return the version of the bot.
+
+weekly
+	Return the profits for each week, and amount of trades.
+
+whitelist
+	Show the current whitelist.
+
+
+```

docs/commands/hyperopt-list.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade hyperopt-list [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                [-c PATH] [-d PATH] [--userdir PATH] [--best]
                                [--profitable] [--min-trades INT]
@@ -44,21 +44,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/hyperopt-show.md

@@ -1,16 +1,16 @@
-```
+``` output
 usage: freqtrade hyperopt-show [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                [-c PATH] [-d PATH] [--userdir PATH] [--best]
                                [--profitable] [-n INT] [--print-json]
                                [--hyperopt-filename FILENAME] [--no-header]
                                [--disable-param-export]
-                               [--breakdown {day,week,month,year} [{day,week,month,year} ...]]
+                               [--breakdown {day,week,month,year,weekday} [{day,week,month,year,weekday} ...]]
 
 options:
   -h, --help            show this help message and exit
   --best                Select only best epochs.
   --profitable          Select only profitable epochs.
-  -n INT, --index INT   Specify the index of the epoch to print details for.
+  -n, --index INT       Specify the index of the epoch to print details for.
   --print-json          Print output in JSON format.
   --hyperopt-filename FILENAME
                         Hyperopt result filename.Example: `--hyperopt-
@@ -18,29 +18,28 @@ options:
   --no-header           Do not print epoch details header.
   --disable-param-export
                         Disable automatic hyperopt parameter export.
-  --breakdown {day,week,month,year} [{day,week,month,year} ...]
+  --breakdown {day,week,month,year,weekday} [{day,week,month,year,weekday} ...]
                         Show backtesting breakdown per [day, week, month,
-                        year].
+                        year, weekday].
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/hyperopt.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade hyperopt [-h] [-v] [--no-color] [--logfile FILE] [-V]
                           [-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
                           [--strategy-path PATH] [--recursive-strategy-search]
@@ -11,16 +11,15 @@ usage: freqtrade hyperopt [-h] [-v] [--no-color] [--logfile FILE] [-V]
                           [--eps] [--enable-protections]
                           [--dry-run-wallet DRY_RUN_WALLET]
                           [--timeframe-detail TIMEFRAME_DETAIL] [-e INT]
-                          [--spaces {all,buy,sell,roi,stoploss,trailing,protection,trades,default} [{all,buy,sell,roi,stoploss,trailing,protection,trades,default} ...]]
-                          [--print-all] [--print-json] [-j JOBS]
-                          [--random-state INT] [--min-trades INT]
-                          [--hyperopt-loss NAME] [--disable-param-export]
-                          [--ignore-missing-spaces] [--analyze-per-epoch]
-                          [--early-stop INT]
+                          [--spaces SPACES [SPACES ...]] [--print-all]
+                          [--print-json] [-j JOBS] [--random-state INT]
+                          [--min-trades INT] [--hyperopt-loss NAME]
+                          [--disable-param-export] [--ignore-missing-spaces]
+                          [--analyze-per-epoch] [--early-stop INT]
 
 options:
   -h, --help            show this help message and exit
-  -i TIMEFRAME, --timeframe TIMEFRAME
+  -i, --timeframe TIMEFRAME
                         Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
   --timerange TIMERANGE
                         Specify what timerange of data to use.
@@ -35,7 +34,7 @@ options:
                         setting.
   --fee FLOAT           Specify fee ratio. Will be applied twice (on trade
                         entry and exit).
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --hyperopt-path PATH  Specify additional lookup path for Hyperopt Loss
@@ -47,19 +46,23 @@ options:
                         Enable protections for backtesting. Will slow
                         backtesting down by a considerable amount, but will
                         include configured protections
-  --dry-run-wallet DRY_RUN_WALLET, --starting-balance DRY_RUN_WALLET
+  --dry-run-wallet, --starting-balance DRY_RUN_WALLET
                         Starting balance, used for backtesting / hyperopt and
                         dry-runs.
   --timeframe-detail TIMEFRAME_DETAIL
                         Specify detail timeframe for backtesting (`1m`, `5m`,
                         `30m`, `1h`, `1d`).
-  -e INT, --epochs INT  Specify number of epochs (default: 100).
-  --spaces {all,buy,sell,roi,stoploss,trailing,protection,trades,default} [{all,buy,sell,roi,stoploss,trailing,protection,trades,default} ...]
+  -e, --epochs INT      Specify number of epochs (default: 100).
+  --spaces SPACES [SPACES ...]
                         Specify which parameters to hyperopt. Space-separated
-                        list.
+                        list. Available builtin options (custom spaces will
+                        not be listed here): default, all, buy, sell, enter,
+                        exit, roi, stoploss, trailing, protection, trades.
+                        Default: `default` - which includes all spaces except
+                        for 'trailing', 'protection', and 'trades'.
   --print-all           Print all results, not only the best ones.
   --print-json          Print output in JSON format.
-  -j JOBS, --job-workers JOBS
+  -j, --job-workers JOBS
                         The number of concurrently running jobs for
                         hyperoptimization (hyperopt worker processes). If -1
                         (default), all CPUs are used, for -2, all CPUs but one
@@ -69,7 +72,7 @@ options:
                         reproducible hyperopt results.
   --min-trades INT      Set minimal desired number of trades for evaluations
                         in the hyperopt optimization path (default: 1).
-  --hyperopt-loss NAME, --hyperoptloss NAME
+  --hyperopt-loss, --hyperoptloss NAME
                         Specify the class name of the hyperopt loss function
                         class (IHyperOptLoss). Different functions can
                         generate completely different results, since the
@@ -95,26 +98,24 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 Strategy arguments:
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --recursive-strategy-search

docs/commands/install-ui.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade install-ui [-h] [--erase] [--prerelease]
                             [--ui-version UI_VERSION]
 

docs/commands/list-data.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade list-data [-h] [-v] [--no-color] [--logfile FILE] [-V]
                            [-c PATH] [-d PATH] [--userdir PATH]
                            [--exchange EXCHANGE]
@@ -18,10 +18,10 @@ options:
                         Storage format for downloaded trades data. (default:
                         `feather`).
   --trades              Work on trades data instead of OHLCV data.
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
-  --trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
+  --trading-mode, --tradingmode {spot,margin,futures}
                         Select Trading mode
   --show-timerange      Show timerange available for available data. (May take
                         a while to calculate).
@@ -30,21 +30,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/list-exchanges.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade list-exchanges [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                 [-c PATH] [-d PATH] [--userdir PATH] [-1] [-a]
                                 [--trading-mode {spot,margin,futures}]
@@ -8,7 +8,7 @@ options:
   -h, --help            show this help message and exit
   -1, --one-column      Print output in one column.
   -a, --all             Print all exchanges known to the ccxt library.
-  --trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
+  --trading-mode, --tradingmode {spot,margin,futures}
                         Select Trading mode
   --dex-exchanges       Print only DEX exchanges.
 
@@ -16,21 +16,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/list-freqaimodels.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade list-freqaimodels [-h] [-v] [--no-color] [--logfile FILE]
                                    [-V] [-c PATH] [-d PATH] [--userdir PATH]
                                    [--freqaimodel-path PATH] [-1]
@@ -13,21 +13,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/list-hyperoptloss.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade list-hyperoptloss [-h] [-v] [--no-color] [--logfile FILE]
                                    [-V] [-c PATH] [-d PATH] [--userdir PATH]
                                    [--hyperopt-path PATH] [-1]
@@ -13,21 +13,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/list-markets.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade list-markets [-h] [-v] [--no-color] [--logfile FILE] [-V]
                               [-c PATH] [-d PATH] [--userdir PATH]
                               [--exchange EXCHANGE] [--print-list]
@@ -21,28 +21,27 @@ options:
                         Specify quote currency(-ies). Space-separated list.
   -a, --all             Print all pairs or market symbols. By default only
                         active ones are shown.
-  --trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
+  --trading-mode, --tradingmode {spot,margin,futures}
                         Select Trading mode
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/list-pairs.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade list-pairs [-h] [-v] [--no-color] [--logfile FILE] [-V]
                             [-c PATH] [-d PATH] [--userdir PATH]
                             [--exchange EXCHANGE] [--print-list]
@@ -21,28 +21,27 @@ options:
                         Specify quote currency(-ies). Space-separated list.
   -a, --all             Print all pairs or market symbols. By default only
                         active ones are shown.
-  --trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
+  --trading-mode, --tradingmode {spot,margin,futures}
                         Select Trading mode
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/list-strategies.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade list-strategies [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                  [-c PATH] [-d PATH] [--userdir PATH]
                                  [--strategy-path PATH] [-1]
@@ -16,21 +16,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/list-timeframes.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade list-timeframes [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                  [-c PATH] [-d PATH] [--userdir PATH]
                                  [--exchange EXCHANGE] [-1]
@@ -12,21 +12,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/lookahead-analysis.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade lookahead-analysis [-h] [-v] [--no-color] [--logfile FILE]
                                     [-V] [-c PATH] [-d PATH] [--userdir PATH]
                                     [-s NAME] [--strategy-path PATH]
@@ -26,7 +26,7 @@ usage: freqtrade lookahead-analysis [-h] [-v] [--no-color] [--logfile FILE]
 
 options:
   -h, --help            show this help message and exit
-  -i TIMEFRAME, --timeframe TIMEFRAME
+  -i, --timeframe TIMEFRAME
                         Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
   --timerange TIMERANGE
                         Specify what timerange of data to use.
@@ -41,7 +41,7 @@ options:
                         setting.
   --fee FLOAT           Specify fee ratio. Will be applied twice (on trade
                         entry and exit).
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --enable-protections, --enableprotections
@@ -53,7 +53,7 @@ options:
                         pairlist will be generated for each new candle if
                         you're using a pairlist handler that supports this
                         feature, for example, ShuffleFilter.
-  --dry-run-wallet DRY_RUN_WALLET, --starting-balance DRY_RUN_WALLET
+  --dry-run-wallet, --starting-balance DRY_RUN_WALLET
                         Starting balance, used for backtesting / hyperopt and
                         dry-runs.
   --timeframe-detail TIMEFRAME_DETAIL
@@ -68,13 +68,13 @@ options:
                         becomes `backtest-data-SampleStrategy.json`
   --export {none,trades,signals}
                         Export backtest results (default: trades).
-  --backtest-filename PATH, --export-filename PATH
+  --backtest-filename, --export-filename PATH
                         Use this filename for backtest results.Example:
                         `--backtest-
                         filename=backtest_results_2020-09-27_16-20-48.json`.
                         Assumes either `user_data/backtest_results/` or
                         `--export-directory` as base directory.
-  --backtest-directory PATH, --export-directory PATH
+  --backtest-directory, --export-directory PATH
                         Directory to use for backtest results. Example:
                         `--export-directory=user_data/backtest_results/`.
   --freqai-backtest-live-models
@@ -93,26 +93,24 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 Strategy arguments:
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --recursive-strategy-search

docs/commands/main.md

@@ -1,7 +1,6 @@
-```
+``` output
 usage: freqtrade [-h] [-V]
-                 {trade,create-userdir,new-config,show-config,new-strategy,download-data,convert-data,convert-trade-data,trades-to-ohlcv,list-data,backtesting,backtesting-show,backtesting-analysis,edge,hyperopt,hyperopt-list,hyperopt-show,list-exchanges,list-markets,list-pairs,list-strategies,list-hyperoptloss,list-freqaimodels,list-timeframes,show-trades,test-pairlist,convert-db,install-ui,plot-dataframe,plot-profit,webserver,strategy-updater,lookahead-analysis,recursive-analysis}
-                 ...
+                 {trade,create-userdir,new-config,show-config,new-strategy,download-data,convert-data,convert-trade-data,trades-to-ohlcv,list-data,backtesting,backtesting-show,backtesting-analysis,edge,hyperopt,hyperopt-list,hyperopt-show,list-exchanges,list-markets,list-pairs,list-strategies,list-hyperoptloss,list-freqaimodels,list-timeframes,show-trades,test-pairlist,convert-db,install-ui,plot-dataframe,plot-profit,webserver,strategy-updater,lookahead-analysis,recursive-analysis} ...
 
 Free, open source crypto trading bot
 

docs/commands/new-config.md

@@ -1,12 +1,11 @@
-```
+``` output
 usage: freqtrade new-config [-h] [-c PATH]
 
 options:
-  -h, --help            show this help message and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
-                        `userdir/config.json` or `config.json` whichever
-                        exists). Multiple --config options may be used. Can be
-                        set to `-` to read config from stdin.
+  -h, --help         show this help message and exit
+  -c, --config PATH  Specify configuration file (default:
+                     `userdir/config.json` or `config.json` whichever exists).
+                     Multiple --config options may be used. Can be set to `-`
+                     to read config from stdin.
 
 ```

docs/commands/new-strategy.md

@@ -1,14 +1,13 @@
-```
+``` output
 usage: freqtrade new-strategy [-h] [--userdir PATH] [-s NAME]
                               [--strategy-path PATH]
                               [--template {full,minimal,advanced}]
 
 options:
   -h, --help            show this help message and exit
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --template {full,minimal,advanced}

docs/commands/plot-dataframe.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade plot-dataframe [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                 [-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
                                 [--strategy-path PATH]
@@ -16,7 +16,7 @@ usage: freqtrade plot-dataframe [-h] [-v] [--no-color] [--logfile FILE] [-V]
 
 options:
   -h, --help            show this help message and exit
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --indicators1 INDICATORS1 [INDICATORS1 ...]
@@ -38,7 +38,7 @@ options:
                         (backtest file)) Default: file
   --export {none,trades,signals}
                         Export backtest results (default: trades).
-  --backtest-filename PATH, --export-filename PATH
+  --backtest-filename, --export-filename PATH
                         Use this filename for backtest results.Example:
                         `--backtest-
                         filename=backtest_results_2020-09-27_16-20-48.json`.
@@ -46,7 +46,7 @@ options:
                         `--export-directory` as base directory.
   --timerange TIMERANGE
                         Specify what timerange of data to use.
-  -i TIMEFRAME, --timeframe TIMEFRAME
+  -i, --timeframe TIMEFRAME
                         Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
   --no-trades           Skip using trades from backtesting file and DB.
 
@@ -54,26 +54,24 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 Strategy arguments:
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --recursive-strategy-search

docs/commands/plot-profit.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade plot-profit [-h] [-v] [--no-color] [--logfile FILE] [-V]
                              [-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
                              [--strategy-path PATH]
@@ -12,14 +12,14 @@ usage: freqtrade plot-profit [-h] [-v] [--no-color] [--logfile FILE] [-V]
 
 options:
   -h, --help            show this help message and exit
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --timerange TIMERANGE
                         Specify what timerange of data to use.
   --export {none,trades,signals}
                         Export backtest results (default: trades).
-  --backtest-filename PATH, --export-filename PATH
+  --backtest-filename, --export-filename PATH
                         Use this filename for backtest results.Example:
                         `--backtest-
                         filename=backtest_results_2020-09-27_16-20-48.json`.
@@ -32,7 +32,7 @@ options:
   --trade-source {DB,file}
                         Specify the source for trades (Can be DB or file
                         (backtest file)) Default: file
-  -i TIMEFRAME, --timeframe TIMEFRAME
+  -i, --timeframe TIMEFRAME
                         Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
   --auto-open           Automatically open generated plot.
 
@@ -40,26 +40,24 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 Strategy arguments:
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --recursive-strategy-search

docs/commands/recursive-analysis.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade recursive-analysis [-h] [-v] [--no-color] [--logfile FILE]
                                     [-V] [-c PATH] [-d PATH] [--userdir PATH]
                                     [-s NAME] [--strategy-path PATH]
@@ -12,14 +12,14 @@ usage: freqtrade recursive-analysis [-h] [-v] [--no-color] [--logfile FILE]
 
 options:
   -h, --help            show this help message and exit
-  -i TIMEFRAME, --timeframe TIMEFRAME
+  -i, --timeframe TIMEFRAME
                         Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
   --timerange TIMERANGE
                         Specify what timerange of data to use.
   --data-format-ohlcv {json,jsongz,feather,parquet}
                         Storage format for downloaded candle (OHLCV) data.
                         (default: `feather`).
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
   --startup-candle STARTUP_CANDLE [STARTUP_CANDLE ...]
@@ -30,26 +30,24 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 Strategy arguments:
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --recursive-strategy-search

docs/commands/show-config.md

@@ -1,13 +1,12 @@
-```
+``` output
 usage: freqtrade show-config [-h] [--userdir PATH] [-c PATH]
                              [--show-sensitive]
 
 options:
   -h, --help            show this help message and exit
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.

docs/commands/show-trades.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade show-trades [-h] [-v] [--no-color] [--logfile FILE] [-V]
                              [-c PATH] [-d PATH] [--userdir PATH]
                              [--db-url PATH]
@@ -19,21 +19,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/strategy-updater.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade strategy-updater [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                   [-c PATH] [-d PATH] [--userdir PATH]
                                   [--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
@@ -23,21 +23,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/test-pairlist.md

@@ -1,15 +1,14 @@
-```
+``` output
 usage: freqtrade test-pairlist [-h] [--userdir PATH] [-v] [-c PATH]
                                [--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]]
                                [-1] [--print-json] [--exchange EXCHANGE]
 
 options:
   -h, --help            show this help message and exit
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.

docs/commands/trade.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade trade [-h] [-v] [--no-color] [--logfile FILE] [-V] [-c PATH]
                        [-d PATH] [--userdir PATH] [-s NAME]
                        [--strategy-path PATH] [--recursive-strategy-search]
@@ -15,7 +15,7 @@ options:
   --sd-notify           Notify systemd service manager.
   --dry-run             Enforce dry-run for trading (removes Exchange secrets
                         and simulates trades).
-  --dry-run-wallet DRY_RUN_WALLET, --starting-balance DRY_RUN_WALLET
+  --dry-run-wallet, --starting-balance DRY_RUN_WALLET
                         Starting balance, used for backtesting / hyperopt and
                         dry-runs.
   --fee FLOAT           Specify fee ratio. Will be applied twice (on trade
@@ -25,26 +25,24 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 Strategy arguments:
-  -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the
+  -s, --strategy NAME   Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
   --recursive-strategy-search

docs/commands/trades-to-ohlcv.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade trades-to-ohlcv [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                  [-c PATH] [-d PATH] [--userdir PATH]
                                  [-p PAIRS [PAIRS ...]]
@@ -10,10 +10,10 @@ usage: freqtrade trades-to-ohlcv [-h] [-v] [--no-color] [--logfile FILE] [-V]
 
 options:
   -h, --help            show this help message and exit
-  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+  -p, --pairs PAIRS [PAIRS ...]
                         Limit command to these pairs. Pairs are space-
                         separated.
-  -t TIMEFRAMES [TIMEFRAMES ...], --timeframes TIMEFRAMES [TIMEFRAMES ...]
+  -t, --timeframes TIMEFRAMES [TIMEFRAMES ...]
                         Specify which tickers to download. Space-separated
                         list. Default: `1m 5m`.
   --exchange EXCHANGE   Exchange name. Only valid if no config is provided.
@@ -23,28 +23,27 @@ options:
   --data-format-trades {json,jsongz,feather,parquet}
                         Storage format for downloaded trades data. (default:
                         `feather`).
-  --trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
+  --trading-mode, --tradingmode {spot,margin,futures}
                         Select Trading mode
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/commands/webserver.md

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade webserver [-h] [-v] [--no-color] [--logfile FILE] [-V]
                            [-c PATH] [-d PATH] [--userdir PATH]
 
@@ -9,21 +9,20 @@ Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --logfile FILE, --log-file FILE
+  --logfile, --log-file FILE
                         Log to the file specified. Special values are:
                         'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default:
+  -c, --config PATH     Specify configuration file (default:
                         `userdir/config.json` or `config.json` whichever
                         exists). Multiple --config options may be used. Can be
                         set to `-` to read config from stdin.
-  -d PATH, --datadir PATH, --data-dir PATH
+  -d, --datadir, --data-dir PATH
                         Path to the base directory of the exchange with
                         historical backtesting data. To see futures data, use
                         trading-mode additionally.
-  --userdir PATH, --user-data-dir PATH
+  --userdir, --user-data-dir PATH
                         Path to userdata directory.
 
 ```

docs/configuration.md

@@ -571,9 +571,7 @@ Commonly used time in force are:
 
 **GTC (Good Till Canceled):**
 
-This is most of the time the default time in force. It means the order will remain
-on exchange till it is cancelled by the user. It can be fully or partially fulfilled.
-If partially fulfilled, the remaining will stay on the exchange till cancelled.
+This is most of the time the default time in force. It means the order will remain on exchange till it is cancelled by the user. It can be fully or partially fulfilled. If partially fulfilled, the remaining will stay on the exchange till cancelled.
 
 **FOK (Fill Or Kill):**
 
@@ -581,8 +579,9 @@ It means if the order is not executed immediately AND fully then it is cancelled
 
 **IOC (Immediate Or Canceled):**
 
-It is the same as FOK (above) except it can be partially fulfilled. The remaining part
-is automatically cancelled by the exchange.
+It is the same as FOK (above) except it can be partially fulfilled. The remaining part is automatically cancelled by the exchange.
+
+Not necessarily recommended, as this can lead to partial fills below the minimum trade size.
 
 **PO (Post only):**
 

docs/exchanges.md

@@ -298,7 +298,14 @@ Without these permissions, the bot will not start correctly and show errors like
 
 Bybit supports [time_in_force](configuration.md#understand-order_time_in_force) with settings "GTC" (good till cancelled), "FOK" (full-or-cancel), "IOC" (immediate-or-cancel) and "PO" (Post only) settings.
 
-Futures trading on bybit is currently supported for isolated futures mode.
+!!! Warning "Unified accounts"
+    Freqtrade assumes accounts to be dedicated to the bot.
+    We therefore recommend the usage of one subaccount per bot. This is especially important when using unified accounts.  
+    Other configurations (multiple bots on one account, manual non-bot trades on the bot account) are not supported and may lead to unexpected behavior.
+
+### Bybit Futures
+
+Futures trading on bybit is supported for isolated futures mode.
 
 On startup, freqtrade will set the position mode to "One-way Mode" for the whole (sub)account. This avoids making this call over and over again (slowing down bot operations), but means that manual changes to this setting may result in exceptions and errors.
 
@@ -312,10 +319,6 @@ API Keys for live futures trading must have the following permissions:
 
 We do strongly recommend to limit all API keys to the IP you're going to use it from.
 
-!!! Warning "Unified accounts"
-    Freqtrade assumes accounts to be dedicated to the bot.
-    We therefore recommend the usage of one subaccount per bot. This is especially important when using unified accounts.  
-    Other configurations (multiple bots on one account, manual non-bot trades on the bot account) are not supported and may lead to unexpected behavior.
 
 ## Bitmart
 
@@ -355,6 +358,12 @@ Bitget supports [time_in_force](configuration.md#understand-order_time_in_force)
     Bitget supports `stoploss_on_exchange` and can use both stop-loss-market and stop-loss-limit orders. It provides great advantages, so we recommend to benefit from it.
     You can use either `"limit"` or `"market"` in the `order_types.stoploss` configuration setting to decide which type of stoploss shall be used.
 
+### Bitget Futures
+
+Futures trading on bitget is supported for isolated futures mode.
+
+On startup, freqtrade will set the position mode to "One-way Mode" for the whole (sub)account. This avoids making this call over and over again (slowing down bot operations), but means that manual changes to this setting may result in exceptions and errors.
+
 ## Hyperliquid
 
 !!! Tip "Stoploss on Exchange"
@@ -398,11 +407,12 @@ To use these with Freqtrade, you will need to use the following configuration pa
 ``` json
 "exchange": {
     "name": "hyperliquid",
-    "walletAddress": "your_vault_address",  // Vault or subaccount address
-    "privateKey": "your_api_private_key",
+    "walletAddress": "your_master_wallet_address", // Your master wallet address (not the API wallet address and not the vault/subaccount address).
+    "privateKey": "your_api_private_key", // API wallet private key (see https://app.hyperliquid.xyz/API). You'll only need the private key.
     "ccxt_config": {
         "options": {
-            "vaultAddress": "your_vault_address" // Optional, only if you want to use a vault or subaccount
+            "vaultAddress": "your_vault_address", // Optional, only if you want to use a vault ...
+            "subAccountAddress": "your_subaccount_address" // OR optional, only if you want to use a subaccount
         }
     },
     // ...
@@ -411,6 +421,9 @@ To use these with Freqtrade, you will need to use the following configuration pa
 
 Your balance and trades will now be used from your vault / subaccount - and no longer from your main account.
 
+!!! Note
+    You can only use either a vault or a subaccount - not both at the same time.
+
 ### Historic Hyperliquid data
 
 The Hyperliquid API does not provide historic data beyond the single call to fetch current data, so downloading data is not possible, as the downloaded data would not constitute proper historic data.
@@ -478,3 +491,5 @@ For example, to test the order type `FOK` with Kraken, and modify candle limit t
 
 !!! Warning
     Please make sure to fully understand the impacts of these settings before modifying them.
+    Using `_ft_has_params` overrides may lead to unexpected behavior, and may even break your bot. 
+    We will not be able to provide support for issues caused by custom settings in `_ft_has_params`.

docs/freqai-parameter-table.md

@@ -79,7 +79,7 @@ Mandatory parameters are marked as **Required** and have to be set in one of the
 | `model_type` | Model string from stable_baselines3 or SBcontrib. Available strings include: `'TRPO', 'ARS', 'RecurrentPPO', 'MaskablePPO', 'PPO', 'A2C', 'DQN'`. User should ensure that `model_training_parameters` match those available to the corresponding stable_baselines3 model by visiting their documentation. [PPO doc](https://stable-baselines3.readthedocs.io/en/master/modules/ppo.html) (external website) <br> **Datatype:** string.
 | `policy_type` | One of the available policy types from stable_baselines3 <br> **Datatype:** string.
 | `max_training_drawdown_pct` | The maximum drawdown that the agent is allowed to experience during training. <br> **Datatype:** float. <br> Default: 0.8
-| `cpu_count` | Number of threads/cpus to dedicate to the Reinforcement Learning training process (depending on if `ReinforcementLearning_multiproc` is selected or not). Recommended to leave this untouched, by default, this value is set to the total number of physical cores minus 1. <br> **Datatype:** int. 
+| `cpu_count` | Number of threads/cpus to dedicate to the Reinforcement Learning training process (depending on if `ReinforcementLearner_multiproc` is selected or not). Recommended to leave this untouched, by default, this value is set to the total number of physical cores minus 1. <br> **Datatype:** int.
 | `model_reward_parameters` | Parameters used inside the customizable `calculate_reward()` function in `ReinforcementLearner.py` <br> **Datatype:** int.
 | `add_state_info` | Tell FreqAI to include state information in the feature set for training and inferencing. The current state variables include trade duration, current profit, trade position. This is only available in dry/live runs, and is automatically switched to false for backtesting. <br> **Datatype:** bool. <br> Default: `False`.
 | `net_arch` | Network architecture which is well described in [`stable_baselines3` doc](https://stable-baselines3.readthedocs.io/en/master/guide/custom_policy.html#examples). In summary: `[<shared layers>, dict(vf=[<non-shared value network layers>], pi=[<non-shared policy network layers>])]`. By default this is set to `[128, 128]`, which defines 2 shared hidden layers with 128 units each.

docs/freqai.md

@@ -7,7 +7,7 @@
 FreqAI is a software designed to automate a variety of tasks associated with training a predictive machine learning model to generate market forecasts given a set of input signals. In general, FreqAI aims to be a sandbox for easily deploying robust machine learning libraries on real-time data ([details](#freqai-position-in-open-source-machine-learning-landscape)).
 
 !!! Note
-    FreqAI is, and always will be, a not-for-profit, open-source project. FreqAI does *not* have a crypto token, FreqAI does *not* sell signals, and FreqAI does not have a domain besides the present [freqtrade documentation](https://www.freqtrade.io/en/latest/freqai/).
+    FreqAI is, and always will be, a not-for-profit, open source project. FreqAI does *not* have a crypto token, FreqAI does *not* sell signals, and FreqAI does not have a domain besides the present [freqtrade documentation](https://www.freqtrade.io/en/latest/freqai/).
 
 Features include:
 
@@ -81,9 +81,9 @@ If you are using docker, a dedicated tag with FreqAI dependencies is available a
 !!! note "docker-compose-freqai.yml"
     We do provide an explicit docker-compose file for this in `docker/docker-compose-freqai.yml` - which can be used via `docker compose -f docker/docker-compose-freqai.yml run ...` - or can be copied to replace the original docker file. This docker-compose file also contains a (disabled) section to enable GPU resources within docker containers. This obviously assumes the system has GPU resources available.
 
-### FreqAI position in open-source machine learning landscape
+### FreqAI position in open source machine learning landscape
 
-Forecasting chaotic time-series based systems, such as equity/cryptocurrency markets, requires a broad set of tools geared toward testing a wide range of hypotheses. Fortunately, a recent maturation of robust machine learning libraries (e.g. `scikit-learn`) has opened up a wide range of research possibilities. Scientists from a diverse range of fields can now easily prototype their studies on an abundance of established machine learning algorithms. Similarly, these user-friendly libraries enable "citizen scientists" to use their basic Python skills for data exploration. However, leveraging these machine learning libraries on historical and live chaotic data sources can be logistically difficult and expensive. Additionally, robust data collection, storage, and handling presents a disparate challenge. [`FreqAI`](#freqai) aims to provide a generalized and extensible open-sourced framework geared toward live deployments of adaptive modeling for market forecasting. The `FreqAI` framework is effectively a sandbox for the rich world of open-source machine learning libraries. Inside the `FreqAI` sandbox, users find they can combine a wide variety of third-party libraries to test creative hypotheses on a free live 24/7 chaotic data source - cryptocurrency exchange data. 
+Forecasting chaotic time-series based systems, such as equity/cryptocurrency markets, requires a broad set of tools geared toward testing a wide range of hypotheses. Fortunately, a recent maturation of robust machine learning libraries (e.g. `scikit-learn`) has opened up a wide range of research possibilities. Scientists from a diverse range of fields can now easily prototype their studies on an abundance of established machine learning algorithms. Similarly, these user-friendly libraries enable "citizen scientists" to use their basic Python skills for data exploration. However, leveraging these machine learning libraries on historical and live chaotic data sources can be logistically difficult and expensive. Additionally, robust data collection, storage, and handling presents a disparate challenge. [`FreqAI`](#freqai) aims to provide a generalized and extensible open-sourced framework geared toward live deployments of adaptive modeling for market forecasting. The `FreqAI` framework is effectively a sandbox for the rich world of open source machine learning libraries. Inside the `FreqAI` sandbox, users find they can combine a wide variety of third-party libraries to test creative hypotheses on a free live 24/7 chaotic data source - cryptocurrency exchange data. 
 
 ### Citing FreqAI
 

docs/hyperopt.md

@@ -46,10 +46,17 @@ Depending on the space you want to optimize, only some of the below are required
 
 * define parameters with `space='buy'` - for entry signal optimization
 * define parameters with `space='sell'` - for exit signal optimization
+* define parameters with `space='enter'` - for entry signal optimization
+* define parameters with `space='exit'` - for exit signal optimization
+* define parameters with `space='protection'` - for protection optimization
+* define parameters with `space='random_spacename'` - for better control over which parameters are optimized together
+
+Pick the space name that suits the parameter best. We recommend to use either `buy` / `sell` or `enter` / `exit` for clarity (however there's no technical limitation in this regard).
 
 !!! Note
     `populate_indicators` needs to create all indicators any of the spaces may use, otherwise hyperopt will not work.
 
+
 Rarely you may also need to create a [nested class](advanced-hyperopt.md#overriding-pre-defined-spaces) named `HyperOpt` and implement
 
 * `roi_space` - for custom ROI optimization (if you need the ranges for the ROI parameters in the optimization hyperspace that differ from default)
@@ -79,15 +86,15 @@ Based on the loss function result, hyperopt will determine the next set of param
 
 ### Configure your Guards and Triggers
 
-There are two places you need to change in your strategy file to add a new buy hyperopt for testing:
+There are two places you need to change in your strategy file to add a new hyperopt parameter for optimization:
 
 * Define the parameters at the class level hyperopt shall be optimizing.
 * Within `populate_entry_trend()` - use defined parameter values instead of raw constants.
 
 There you have two different types of indicators: 1. `guards` and 2. `triggers`.
 
-1. Guards are conditions like "never buy if ADX < 10", or never buy if current price is over EMA10.
-2. Triggers are ones that actually trigger buy in specific moment, like "buy when EMA5 crosses over EMA10" or "buy when close price touches lower Bollinger band".
+1. Guards are conditions like "never enter if ADX < 10", or never enter if current price is over EMA10.
+2. Triggers are ones that actually trigger entry in specific moment, like "enter when EMA5 crosses over EMA10" or "enter when close price touches lower Bollinger band".
 
 !!! Hint "Guards and Triggers"
     Technically, there is no difference between Guards and Triggers.  
@@ -160,9 +167,11 @@ We use these to either enable or disable the ADX and RSI guards.
 The last one we call `trigger` and use it to decide which buy trigger we want to use.
 
 !!! Note "Parameter space assignment"
-    Parameters must either be assigned to a variable named `buy_*` or `sell_*` - or contain `space='buy'` | `space='sell'` to be assigned to a space correctly.
-    If no parameter is available for a space, you'll receive the error that no space was found when running hyperopt.  
+    - Parameters must either be assigned to a variable named `buy_*`, `sell_*`, `enter_*` or `exit_*` or `protection_*` - or contain have a space assigned explicitly via parameter (`space='buy'`, `space='sell'`, `space='protection'`).  
+    - Parameters with conflicting assignments (e.g. `buy_adx = IntParameter(4, 24, default=14, space='sell')`) will use the explicit space assignment.  
+    - If no parameter is available for a space, you'll receive the error that no space was found when running hyperopt.  
     Parameters with unclear space (e.g. `adx_period = IntParameter(4, 24, default=14)` - no explicit nor implicit space) will not be detected and will therefore be ignored.
+    Spaces can also be custom named (e.g. `space='my_custom_space'`), with the only limitation that the space name cannot be `all`, `default` - and must result in a valid python identifier.
 
 So let's write the buy strategy using these values:
 
@@ -520,21 +529,24 @@ freqtrade hyperopt --strategy <strategyname> --timerange 20210101-20210201
 ### Running Hyperopt with Smaller Search Space
 
 Use the `--spaces` option to limit the search space used by hyperopt.
-Letting Hyperopt optimize everything is a huuuuge search space.
-Often it might make more sense to start by just searching for initial buy algorithm.
-Or maybe you just want to optimize your stoploss or roi table for that awesome new buy strategy you have.
+Letting Hyperopt optimize everything is often a huuuuge search space.
+Often it might make more sense to start by just searching for initial entry algorithm.
+Or maybe you just want to optimize your stoploss or roi table for that awesome new strategy you have.
 
 Legal values are:
 
-* `all`: optimize everything
+* `all`: optimize everything (including custom spaces)
 * `buy`: just search for a new buy strategy
 * `sell`: just search for a new sell strategy
+* `enter`: just search for a new entry logic
+* `exit`: just search for a new entry logic
 * `roi`: just optimize the minimal profit table for your strategy
 * `stoploss`: search for the best stoploss value
 * `trailing`: search for the best trailing stop values
 * `trades`: search for the best max open trades values
 * `protection`: search for the best protection parameters (read the [protections section](#optimizing-protections) on how to properly define these)
 * `default`: `all` except `trailing`, `trades` and `protection`
+* `custom_space_name`: any custom space used by any parameter in your strategy
 * space-separated list of any of the above values for example `--spaces roi stoploss`
 
 The default Hyperopt Search Space, used when no `--space` command line option is specified, does not include the `trailing` hyperspace. We recommend you to run optimization for the `trailing` hyperspace separately, when the best parameters for other hyperspaces were found, validated and pasted into your custom strategy.

docs/includes/exchange-features.md

@@ -5,13 +5,15 @@
 | [Binance](exchanges.md#binance) | futures | isolated, cross | market, limit |
 | [Bingx](exchanges.md#bingx) | spot | | market, limit |
 | [Bitmart](exchanges.md#bitmart) | spot | | ❌ (not supported) |
+| [Bitget](exchanges.md#bitget) | spot | | market, limit |
+| [Bitget](exchanges.md#bitget) | futures | isolated | market, limit |
 | [Bybit](exchanges.md#bybit) | spot | | ❌ (not supported) |
 | [Bybit](exchanges.md#bybit) | futures | isolated | market, limit |
 | [Gate.io](exchanges.md#gateio) | spot | | limit |
 | [Gate.io](exchanges.md#gateio) | futures | isolated | limit |
 | [HTX](exchanges.md#htx) | spot | | limit |
 | [Hyperliquid](exchanges.md#hyperliquid) | spot | | ❌ (not supported) |
-| [Hyperliquid](exchanges.md#hyperliquid) | futures | isolated | limit |
+| [Hyperliquid](exchanges.md#hyperliquid) | futures | isolated, cross | limit |
 | [Kraken](exchanges.md#kraken) | spot | | market, limit |
 | [OKX](exchanges.md#okx) | spot | | limit |
 | [OKX](exchanges.md#okx) | futures | isolated | limit |

docs/includes/pairlists.md

@@ -367,7 +367,7 @@ The optional `bearer_token` will be included in the requests Authorization Heade
 
 #### MarketCapPairList
 
-`MarketCapPairList` employs sorting/filtering of pairs by their marketcap rank based of CoinGecko. The returned pairlist will be sorted based of their marketcap ranks.
+`MarketCapPairList` employs sorting/filtering of pairs by their marketcap rank based of CoinGecko. The returned pairlist will be sorted based of their marketcap ranks if used in whitelist `mode`.
 
 ```json
 "pairlists": [
@@ -376,16 +376,21 @@ The optional `bearer_token` will be included in the requests Authorization Heade
         "number_assets": 20,
         "max_rank": 50,
         "refresh_period": 86400,
+        "mode": "whitelist",
         "categories": ["layer-1"]
     }
 ]
 ```
 
-`number_assets` defines the maximum number of pairs returned by the pairlist. `max_rank` will determine the maximum rank used in creating/filtering the pairlist. It's expected that some coins within the top `max_rank` marketcap will not be included in the resulting pairlist since not all pairs will have active trading pairs in your preferred market/stake/exchange combination.  
+`number_assets` defines the maximum number of pairs returned by the pairlist if used in whitelist `mode`. In blacklist `mode`, this setting will be ignored.
+
+`max_rank` will determine the maximum rank used in creating/filtering the pairlist. It's expected that some coins within the top `max_rank` marketcap will not be included in the resulting pairlist since not all pairs will have active trading pairs in your preferred market/stake/exchange combination.  
 While using a `max_rank` bigger than 250 is supported, it's not recommended, as it'll cause multiple API calls to CoinGecko, which can lead to rate limit issues.
 
 The `refresh_period` setting defines the interval (in seconds) at which the marketcap rank data will be refreshed. The default is 86,400 seconds (1 day). The pairlist cache (`refresh_period`) applies to both generating pairlists (when in the first position in the list) and filtering instances (when not in the first position in the list).
 
+The `mode` setting defines whether the plugin will filters in (whitelist `mode`) or filters out (blacklist `mode`) top marketcap ranked coins. By default, the plugin will be in whitelist mode.
+
 The `categories` setting specifies the [coingecko categories](https://www.coingecko.com/en/categories) from which to select coins from. The default is an empty list `[]`, meaning no category filtering is applied.
 If an incorrect category string is chosen, the plugin will print the available categories from CoinGecko and fail. The category should be the ID of the category, for example, for `https://www.coingecko.com/en/categories/layer-1`, the category ID would be `layer-1`. You can pass multiple categories such as `["layer-1", "meme-token"]` to select from several categories.
 

docs/index.md

@@ -1,6 +1,6 @@
 ![freqtrade](assets/freqtrade_poweredby.svg)
 
-[![Freqtrade CI](https://github.com/freqtrade/freqtrade/actions/workflows/ci.yml/badge.svg?branch=develop)](https://github.com/freqtrade/freqtrade/actions/)
+[![Freqtrade CI](https://github.com/freqtrade/freqtrade/actions/workflows/ci.yml/badge.svg?branch=develop)](https://github.com/freqtrade/freqtrade/actions/workflows/ci.yml)
 [![DOI](https://joss.theoj.org/papers/10.21105/joss.04864/status.svg)](https://doi.org/10.21105/joss.04864)
 [![Coverage Status](https://coveralls.io/repos/github/freqtrade/freqtrade/badge.svg?branch=develop&service=github)](https://coveralls.io/github/freqtrade/freqtrade?branch=develop)
 
@@ -39,6 +39,7 @@ Please read the [exchange specific notes](exchanges.md) to learn about eventual,
 
 - [X] [Binance](https://www.binance.com/)
 - [X] [BingX](https://bingx.com/invite/0EM9RX)
+- [X] [Bitget](https://www.bitget.com/)
 - [X] [Bitmart](https://bitmart.com/)
 - [X] [Bybit](https://bybit.com/)
 - [X] [Gate.io](https://www.gate.io/ref/6266643)
@@ -52,6 +53,7 @@ Please read the [exchange specific notes](exchanges.md) to learn about eventual,
 ### Supported Futures Exchanges (experimental)
 
 - [X] [Binance](https://www.binance.com/)
+- [X] [Bitget](https://www.bitget.com/)
 - [X] [Bybit](https://bybit.com/)
 - [X] [Gate.io](https://www.gate.io/ref/6266643)
 - [X] [Hyperliquid](https://hyperliquid.xyz/) (A decentralized exchange, or DEX)

docs/installation.md

@@ -24,7 +24,7 @@ The easiest way to install and run Freqtrade is to clone the bot Github reposito
     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).
 
 !!! Note
-    Python3.11 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.  
+    Either [uv](https://docs.astral.sh/uv/), or Python3.11 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.  
     Also, python headers (`python<yourversion>-dev` / `python<yourversion>-devel`) must be available for the installation to complete successfully.
 
 !!! Warning "Up-to-date clock"

docs/leverage.md

@@ -17,7 +17,7 @@ If you already have an existing strategy, please read the [strategy migration gu
 
 ## Shorting
 
-Shorting is not possible when trading with [`trading_mode`](#leverage-trading-modes) set to `spot`. To short trade, `trading_mode` must be set to `margin`(currently unavailable) or [`futures`](#futures), with [`margin_mode`](#margin-mode) set to `cross`(currently unavailable) or [`isolated`](#isolated-margin-mode)
+Shorting is not possible when trading with [`trading_mode`](#leverage-trading-modes) set to `spot`. To short trade, `trading_mode` must be set to `margin`(currently unavailable) or [`futures`](#futures), with [`margin_mode`](#margin-mode) set to [`cross`](#cross-margin-mode) or [`isolated`](#isolated-margin-mode)
 
 For a strategy to short, the strategy class must set the class variable `can_short = True`
 
@@ -72,7 +72,7 @@ A futures pair will therefore have the naming of `base/quote:settle` (e.g. `ETH/
 On top of `trading_mode` - you will also have to configure your `margin_mode`.
 While freqtrade currently only supports one margin mode, this will change, and by configuring it now you're all set for future updates.
 
-The possible values are: `isolated`, or `cross`(*currently unavailable*).
+The possible values are: `isolated`, or `cross`.
 
 #### Isolated margin mode
 
@@ -92,6 +92,11 @@ One account is used to share collateral between markets (trading pairs). Margin
 
 Please read the [exchange specific notes](exchanges.md) for exchanges that support this mode and how they differ.
 
+!!! Warning "Increased risk of liquidation"
+    Cross margin mode increases the risk of full account liquidation, as all trades share the same collateral.
+    A loss on one trade can affect the liquidation price of other trades.  
+    Also, cross-position influence may not be fully simulated in dry-run or backtesting mode.
+
 ## Set leverage to use
 
 Different strategies and risk profiles will require different levels of leverage.

docs/requirements-docs.txt

@@ -1,6 +1,6 @@
-markdown==3.9
+markdown==3.10
 mkdocs==1.6.1
-mkdocs-material==9.6.20
+mkdocs-material==9.6.23
 mdx_truly_sane_lists==1.3
 pymdown-extensions==10.16.1
 jinja2==3.1.6

docs/rest-api.md

@@ -150,184 +150,16 @@ This method will work for all arguments - check the "show" command for a list of
 
     For a full list of available commands, please refer to the list below.
 
+#### Freqtrade client- available commands
+
 Possible commands can be listed from the rest-client script using the `help` command.
 
 ``` bash
 freqtrade-client help
 ```
 
-``` output
-Possible commands:
+--8<-- "commands/freqtrade-client.md"
 
-available_pairs
-    Return available pair (backtest data) based on timeframe / stake_currency selection
-
-        :param timeframe: Only pairs with this timeframe available.
-        :param stake_currency: Only pairs that include this timeframe
-
-balance
-    Get the account balance.
-
-blacklist
-    Show the current blacklist.
-
-        :param add: List of coins to add (example: "BNB/BTC")
-
-cancel_open_order
-    Cancel open order for trade.
-
-        :param trade_id: Cancels open orders for this trade.
-
-count
-    Return the amount of open trades.
-
-daily
-    Return the profits for each day, and amount of trades.
-
-delete_lock
-    Delete (disable) lock from the database.
-
-        :param lock_id: ID for the lock to delete
-
-delete_trade
-    Delete trade from the database.
-        Tries to close open orders. Requires manual handling of this asset on the exchange.
-
-        :param trade_id: Deletes the trade with this ID from the database.
-
-forcebuy
-    Buy an asset.
-
-        :param pair: Pair to buy (ETH/BTC)
-        :param price: Optional - price to buy
-
-forceenter
-    Force entering a trade
-
-        :param pair: Pair to buy (ETH/BTC)
-        :param side: 'long' or 'short'
-        :param price: Optional - price to buy
-
-forceexit
-    Force-exit a trade.
-
-        :param tradeid: Id of the trade (can be received via status command)
-        :param ordertype: Order type to use (must be market or limit)
-        :param amount: Amount to sell. Full sell if not given
-
-health
-    Provides a quick health check of the running bot.
-
-lock_add
-    Manually lock a specific pair
-
-        :param pair: Pair to lock
-        :param until: Lock until this date (format "2024-03-30 16:00:00Z")
-        :param side: Side to lock (long, short, *)
-        :param reason: Reason for the lock        
-
-locks
-    Return current locks
-
-logs
-    Show latest logs.
-
-        :param limit: Limits log messages to the last <limit> logs. No limit to get the entire log.
-
-pair_candles
-    Return live dataframe for <pair><timeframe>.
-
-        :param pair: Pair to get data for
-        :param timeframe: Only pairs with this timeframe available.
-        :param limit: Limit result to the last n candles.
-
-pair_history
-    Return historic, analyzed dataframe
-
-        :param pair: Pair to get data for
-        :param timeframe: Only pairs with this timeframe available.
-        :param strategy: Strategy to analyze and get values for
-        :param timerange: Timerange to get data for (same format than --timerange endpoints)
-
-performance
-    Return the performance of the different coins.
-
-ping
-    simple ping
-
-plot_config
-    Return plot configuration if the strategy defines one.
-
-profit
-    Return the profit summary.
-
-reload_config
-    Reload configuration.
-
-show_config
-    Returns part of the configuration, relevant for trading operations.
-
-start
-    Start the bot if it's in the stopped state.
-
-pause
-    Pause the bot if it's in the running state. If triggered on stopped state will handle open positions.
-
-stats
-    Return the stats report (durations, sell-reasons).
-
-status
-    Get the status of open trades.
-
-stop
-    Stop the bot. Use `start` to restart.
-
-stopbuy
-    Stop buying (but handle sells gracefully). Use `reload_config` to reset.
-
-strategies
-    Lists available strategies
-
-strategy
-    Get strategy details
-
-        :param strategy: Strategy class name
-
-sysinfo
-    Provides system information (CPU, RAM usage)
-
-trade
-    Return specific trade
-
-        :param trade_id: Specify which trade to get.
-
-trades
-    Return trades history, sorted by id
-
-        :param limit: Limits trades to the X last trades. Max 500 trades.
-        :param offset: Offset by this amount of trades.
-
-list_open_trades_custom_data
-    Return a dict containing open trades custom-datas
-
-        :param key: str, optional - Key of the custom-data
-        :param limit: Limits trades to X trades.
-        :param offset: Offset by this amount of trades.
-
-list_custom_data
-    Return a dict containing custom-datas of a specified trade
-
-        :param trade_id: int - ID of the trade
-        :param key: str, optional - Key of the custom-data
-
-version
-    Return the version of the bot.
-
-whitelist
-    Show the current whitelist.
-
-
-```
 
 ### Available endpoints
 
@@ -359,7 +191,7 @@ All endpoints in the below table need to be prefixed with the base URL of the AP
 | `/locks/<lockid>` | DELETE | Deletes (disables) the lock by id.<br/>*Params:*<br/>- `lockid` (`int`)
 | `/profit` | GET | Display a summary of your profit/loss from close trades and some stats about your performance.
 | `/forceexit` | POST | Instantly exits the given trade (ignoring `minimum_roi`), using the given order type ("market" or "limit", uses your config setting if not specified), and the chosen amount (full sell if not specified). If `all` is supplied as the `tradeid`, then all currently open trades will be forced to exit.<br/>*Params:*<br/>- `<tradeid>` (`int` or `str`)<br/>- `<ordertype>` (`str`)<br/>- `[amount]` (`float`)
-| `/forceenter` | POST | Instantly enters the given pair. Side is optional and is either `long` or `short` (default is `long`). Rate is optional. (`force_entry_enable` must be set to True)<br/>*Params:*<br/>- `<pair>` (`str`)<br/>- `<side>` (`str`)<br/>- `[rate]` (`float`)
+| `/forceenter` | POST | Instantly enters the given pair. Side is optional and is either `long` or `short` (default is `long`). Price, stake amount, entry tag and leverage are optional. Order type is optional and is either `market` or `long` (default using the value set in config). (`force_entry_enable` must be set to True)<br/>*Params:*<br/>- `<pair>` (`str`)<br/>- `<side>` (`str`)<br/>- `[price]` (`float`)<br/>- `[ordertype]` (`str`)<br/>- `[stakeamount]` (`float`)<br/>- `[entry_tag]` (`str`)<br/>- `[leverage]` (`float`)
 | `/performance` | GET | Show performance of each finished trade grouped by pair.
 | `/balance` | GET | Show account balance per currency.
 | `/daily` | GET | Shows profit or loss per day, over the last n days (n defaults to 7).<br/>*Params:*<br/>- `timescale` (`int`)

docs/strategy-callbacks.md

@@ -1253,9 +1253,13 @@ The plot annotations callback is called whenever freqUI requests data to display
 This callback has no meaning in the trade cycle context and is only used for charting purposes.
 
 The strategy can then return a list of `AnnotationType` objects to be displayed on the chart.
-Depending on the content returned - the chart can display horizontal areas, vertical areas, or boxes.
+Depending on the content returned - the chart can display horizontal areas, vertical areas, boxes or lines.
 
-The full object looks like this:
+### Annotation types
+
+Currently two types of annotations are supported, `area` and `line`.
+
+#### Area
 
 ``` json
 {
@@ -1270,6 +1274,24 @@ The full object looks like this:
 }
 ```
 
+#### Line
+
+``` json
+{
+    "type": "line", // Type of the annotation, currently only "line" is supported
+    "start": "2024-01-01 15:00:00", // Start date of the line
+    "end": "2024-01-01 16:00:00",  // End date of the line
+    "y_start": 94000.2,  // Price / y axis value
+    "y_end": 98000, // Price / y axis value
+    "color": "",
+    "z_level": 5, // z-level, higher values are drawn on top of lower values. Positions relative to the Chart elements need to be set in freqUI.
+    "label": "some label",
+    "width": 2, // Optional, line width in pixels. Defaults to 1
+    "line_style": "dashed", // Optional, can be "solid", "dashed" or "dotted". Defaults to "solid"
+
+}
+```
+
 The below example will mark the chart with areas for the hours 8 and 15, with a grey color, highlighting the market open and close hours.
 This is obviously a very basic example.
 
@@ -1337,7 +1359,7 @@ Entries will be validated, and won't be passed to the UI if they don't correspon
             while start_dt < end_date:
                 start_dt += timedelta(hours=1)
                 if (start_dt.hour % 4) == 0:
-                    mark_areas.append(
+                    annotations.append(
                         {
                             "type": "area",
                             "label": "4h",
@@ -1348,7 +1370,7 @@ Entries will be validated, and won't be passed to the UI if they don't correspon
                     )
                 elif (start_dt.hour % 2) == 0:
                 price = dataframe.loc[dataframe["date"] == start_dt, ["close"]].mean()
-                    mark_areas.append(
+                    annotations.append(
                         {
                             "type": "area",
                             "label": "2h",

docs/trade-object.md

@@ -14,11 +14,20 @@ The following attributes / properties are available for each individual trade -
 |  Attribute | DataType | Description |
 |------------|-------------|-------------|
 | `pair` | string | Pair of this trade. |
+| `safe_base_currency` | string | Compatibility layer for base currency . |
+| `safe_quote_currency` | string | Compatibility layer for quote currency. |
 | `is_open` | boolean | Is the trade currently open, or has it been concluded. |
+| `exchange` | string | Exchange where this trade was executed. |
 | `open_rate` | float | Rate this trade was entered at (Avg. entry rate in case of trade-adjustments). |
+| `open_rate_requested` | float | The rate that was requested when the trade was opened. |
+| `open_trade_value` | float | Value of the open trade including fees. |
 | `close_rate` | float | Close rate - only set when is_open = False. |
+| `close_rate_requested` | float | The close rate that was requested. |
+| `safe_close_rate` | float | Close rate or `close_rate_requested` or 0.0 if neither is available. Only makes sense once the trade is closed. |
 | `stake_amount` | float | Amount in Stake (or Quote) currency. |
+| `max_stake_amount` | float | Maximum stake amount that was used in this trade (sum of all filled Entry orders). |
 | `amount` | float | Amount in Asset / Base currency that is currently owned. Will be 0.0 until the initial order fills. |
+| `amount_requested` | float | Amount that was originally requested for this trade as part of the first entry order. |
 | `open_date` | datetime | Timestamp when trade was opened **use `open_date_utc` instead** |
 | `open_date_utc` | datetime | Timestamp when trade was opened - in UTC. |
 | `close_date` | datetime | Timestamp when trade was closed **use `close_date_utc` instead** |
@@ -28,15 +37,47 @@ The following attributes / properties are available for each individual trade -
 | `realized_profit` | float | Absolute already realized profit (in stake currency) while the trade is still open. |
 | `leverage` | float | Leverage used for this trade - defaults to 1.0 in spot markets. |
 | `enter_tag` | string | Tag provided on entry via the `enter_tag` column in the dataframe. |
+| `exit_reason` | string | Reason why the trade was exited. |
+| `exit_order_status` | string | Status of the exit order. |
+| `strategy` | string | Strategy name that was used for this trade. |
+| `timeframe` | int | Timeframe used for this trade. |
 | `is_short` | boolean | True for short trades, False otherwise. |
 | `orders` | Order[] | List of order objects attached to this trade (includes both filled and cancelled orders). |
 | `date_last_filled_utc` | datetime | Time of the last filled order. |
+| `date_entry_fill_utc` | datetime | Date of the first filled entry order. |
 | `entry_side` | "buy" / "sell" | Order Side the trade was entered. |
 | `exit_side` | "buy" / "sell" | Order Side that will result in a trade exit / position reduction. |
 | `trade_direction` | "long" / "short" | Trade direction in text - long or short. |
+| `max_rate` | float | Highest price reached during this trade. Not 100% accurate. |
+| `min_rate` | float | Lowest price reached during this trade. Not 100% accurate. |
 | `nr_of_successful_entries` | int | Number of successful (filled) entry orders. |
 | `nr_of_successful_exits` | int | Number of successful (filled) exit orders. |
+| `has_open_position` | boolean | True if there is an open position (amount > 0) for this trade. Only false while the initial entry order is unfilled. |
 | `has_open_orders` | boolean | Has the trade open orders (excluding stoploss orders). |
+| `has_open_sl_orders` | boolean | True if there are open stoploss orders for this trade. |
+| `open_orders` | Order[] | All open orders for this trade excluding stoploss orders. |
+| `open_sl_orders` | Order[] | All open stoploss orders for this trade. |
+| `fully_canceled_entry_order_count` | int | Number of fully canceled entry orders. |
+| `canceled_exit_order_count` | int | Number of canceled exit orders. |
+
+### Stop Loss related attributes
+
+|  Attribute | DataType | Description |
+|------------|-------------|-------------|
+| `stop_loss` | float | Absolute value of the stop loss. |
+| `stop_loss_pct` | float | Relative value of the stop loss. |
+| `initial_stop_loss` | float | Absolute value of the initial stop loss. |
+| `initial_stop_loss_pct` | float | Relative value of the initial stop loss. |
+| `stoploss_last_update_utc` | datetime | Timestamp of the last stoploss on exchange order update. |
+| `stoploss_or_liquidation` | float | Returns the more restrictive of stoploss or liquidation price and corresponds to the price a stoploss would trigger at. |
+
+### Futures/Margin trading attributes
+
+|  Attribute | DataType | Description |
+|------------|-------------|-------------|
+| `liquidation_price` | float | Liquidation price for leveraged trades. |
+| `interest_rate` | float | Interest rate for margin trades. |
+| `funding_fees` | float | Total funding fees for futures trades. |
 
 ## Class methods
 
@@ -102,6 +143,10 @@ from freqtrade.persistence import Trade
 profit = Trade.total_open_trades_stakes()
 ```
 
+## Class methods not supported in backtesting/hyperopt
+
+The following class methods are not supported in backtesting/hyperopt mode.
+
 ### get_overall_performance
 
 Retrieve the overall performance - similar to the `/performance` telegram command.
@@ -120,6 +165,17 @@ Sample return value: ETH/BTC had 5 trades, with a total profit of 1.5% (ratio of
 {"pair": "ETH/BTC", "profit": 0.015, "count": 5}
 ```
 
+### get_trading_volume
+
+Get total trading volume based on orders.
+
+``` python
+from freqtrade.persistence import Trade
+
+# ...
+volume = Trade.get_trading_volume()
+```
+
 ## Order Object
 
 An `Order` object represents an order on the exchange (or a simulated order in dry-run mode).
@@ -135,6 +191,10 @@ Most properties here can be None as they are dependent on the exchange response.
 | `trade` | Trade | Trade object this order is attached to |
 | `ft_pair` | string | Pair this order is for |
 | `ft_is_open` | boolean | is the order still open? |
+| `ft_order_side` | string | Order side ('buy', 'sell', or 'stoploss') |
+| `ft_cancel_reason` | string | Reason why the order was canceled |
+| `ft_order_tag` | string | Custom order tag |
+| `order_id` | string | Exchange order ID |
 | `order_type` | string | Order type as defined on the exchange - usually market, limit or stoploss |
 | `status` | string | Status as defined by [ccxt's order structure](https://docs.ccxt.com/#/README?id=order-structure). Usually open, closed, expired, canceled or rejected |
 | `side` | string | buy or sell |
@@ -143,12 +203,20 @@ Most properties here can be None as they are dependent on the exchange response.
 | `amount` | float | Amount in base currency |
 | `filled` | float | Filled amount (in base currency) (use `safe_filled` instead) |
 | `safe_filled` | float | Filled amount (in base currency) - guaranteed to not be None |
+| `safe_amount` | float | Amount - falls back to ft_amount if None |
+| `safe_price` | float | Price - falls back through average, price, stop_price, ft_price |
+| `safe_placement_price` | float | Price at which the order was placed |
 | `remaining` | float | Remaining amount (use `safe_remaining` instead) |
 | `safe_remaining` | float | Remaining amount - either taken from the exchange or calculated. |
-| `cost` | float | Cost of the order - usually average * filled (*Exchange dependent on futures, may contain the cost with or without leverage and may be in contracts.*) |
-| `stake_amount` | float | Stake amount used for this order. *Added in 2023.7.* |
-| `stake_amount_filled` | float | Filled Stake amount used for this order. *Added in 2024.11.* |
+| `safe_cost` | float | Cost of the order - guaranteed to not be None |
+| `safe_fee_base` | float | Fee in base currency - guaranteed to not be None |
+| `safe_amount_after_fee` | float | Amount after deducting fees |
+| `cost` | float | Cost of the order - usually average * filled (*Exchange dependent on futures trading, may contain the cost with or without leverage and may be in contracts.*) |
+| `stop_price` | float | Stop price for stop orders. Empty for non-stoploss orders. |
+| `stake_amount` | float | Stake amount used for this order. |
+| `stake_amount_filled` | float | Filled Stake amount used for this order. |
 | `order_date` | datetime | Order creation date **use `order_date_utc` instead** |
 | `order_date_utc` | datetime | Order creation date (in UTC) |
-| `order_fill_date` | datetime |  Order fill date **use `order_fill_utc` instead** |
-| `order_fill_date_utc` | datetime | Order fill date |
+| `order_filled_date` | datetime |  Order fill date **use `order_filled_utc` instead** |
+| `order_filled_utc` | datetime | Order fill date |
+| `order_update_date` | datetime | Last order update date |

freqtrade/__init__.py

@@ -1,6 +1,6 @@
 """Freqtrade bot"""
 
-__version__ = "2025.9"
+__version__ = "2025.11-dev"
 
 if "dev" in __version__:
     from pathlib import Path

freqtrade/commands/arguments.py

@@ -64,7 +64,6 @@ ARGS_BACKTEST = [
 
 ARGS_HYPEROPT = [
     *ARGS_COMMON_OPTIMIZE,
-    "hyperopt",
     "hyperopt_path",
     "position_stacking",
     "enable_protections",

freqtrade/commands/cli_options.py

@@ -2,10 +2,13 @@
 Definition of cli arguments used in arguments.py
 """
 
-from argparse import SUPPRESS, ArgumentTypeError
+from argparse import ArgumentTypeError
 
 from freqtrade import constants
-from freqtrade.constants import HYPEROPT_LOSS_BUILTIN
+from freqtrade.constants import (
+    HYPEROPT_BUILTIN_SPACE_OPTIONS,
+    HYPEROPT_LOSS_BUILTIN,
+)
 from freqtrade.enums import CandleType
 
 
@@ -245,7 +248,7 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "backtest_breakdown": Arg(
         "--breakdown",
-        help="Show backtesting breakdown per [day, week, month, year].",
+        help="Show backtesting breakdown per [day, week, month, year, weekday].",
         nargs="+",
         choices=constants.BACKTEST_BREAKDOWNS,
     ),
@@ -256,12 +259,6 @@ AVAILABLE_CLI_OPTIONS = {
         choices=constants.BACKTEST_CACHE_AGE,
     ),
     # Hyperopt
-    "hyperopt": Arg(
-        "--hyperopt",
-        help=SUPPRESS,
-        metavar="NAME",
-        required=False,
-    ),
     "hyperopt_path": Arg(
         "--hyperopt-path",
         help="Specify additional lookup path for Hyperopt Loss functions.",
@@ -284,26 +281,18 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "spaces": Arg(
         "--spaces",
-        help="Specify which parameters to hyperopt. Space-separated list.",
-        choices=[
-            "all",
-            "buy",
-            "sell",
-            "roi",
-            "stoploss",
-            "trailing",
-            "protection",
-            "trades",
-            "default",
-        ],
+        help=(
+            "Specify which parameters to hyperopt. Space-separated list. "
+            "Available builtin options (custom spaces will not be listed here): "
+            f"{', '.join(HYPEROPT_BUILTIN_SPACE_OPTIONS)}. Default: `default` - "
+            "which includes all spaces except for 'trailing', 'protection', and 'trades'."
+        ),
         nargs="+",
-        default="default",
     ),
     "analyze_per_epoch": Arg(
         "--analyze-per-epoch",
         help="Run populate_indicators once per epoch.",
         action="store_true",
-        default=False,
     ),
     "print_all": Arg(
         "--print-all",

freqtrade/commands/list_commands.py

@@ -101,7 +101,7 @@ def _print_objs_tabular(objs: list, print_colorized: bool) -> None:
     names = [s["name"] for s in objs]
     objs_to_print: list[dict[str, Text | str]] = [
         {
-            "name": Text(s["name"] if s["name"] else "--"),
+            "Strategy name": Text(s["name"] if s["name"] else "--"),
             "location": s["location_rel"],
             "status": (
                 Text("LOAD FAILED", style="bold red")
@@ -115,11 +115,19 @@ def _print_objs_tabular(objs: list, print_colorized: bool) -> None:
     ]
     for idx, s in enumerate(objs):
         if "hyperoptable" in s:
+            custom_params = [
+                f"{space}: {len(params)}"
+                for space, params in s["hyperoptable"].items()
+                if space not in ["buy", "sell", "protection"]
+            ]
+            hyp = s["hyperoptable"]
             objs_to_print[idx].update(
                 {
-                    "hyperoptable": "Yes" if s["hyperoptable"]["count"] > 0 else "No",
-                    "buy-Params": str(len(s["hyperoptable"].get("buy", []))),
-                    "sell-Params": str(len(s["hyperoptable"].get("sell", []))),
+                    "hyperoptable": "Yes" if len(hyp) > 0 else "No",
+                    "buy-Params": str(len(hyp.get("buy", []))),
+                    "sell-Params": str(len(hyp.get("sell", []))),
+                    "protection-Params": str(len(hyp.get("protection", []))),
+                    "custom-Params": ", ".join(custom_params) if custom_params else "",
                 }
             )
     table = Table()
@@ -140,6 +148,7 @@ def start_list_strategies(args: dict[str, Any]) -> None:
     """
     from freqtrade.configuration import setup_utils_configuration
     from freqtrade.resolvers import StrategyResolver
+    from freqtrade.strategy.hyper import detect_all_parameters
 
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
@@ -153,9 +162,9 @@ def start_list_strategies(args: dict[str, Any]) -> None:
     strategy_objs = sorted(strategy_objs, key=lambda x: x["name"])
     for obj in strategy_objs:
         if obj["class"]:
-            obj["hyperoptable"] = obj["class"].detect_all_parameters()
+            obj["hyperoptable"] = detect_all_parameters(obj["class"])
         else:
-            obj["hyperoptable"] = {"count": 0}
+            obj["hyperoptable"] = {}
 
     if args["print_one_column"]:
         print("\n".join([s["name"] for s in strategy_objs]))

freqtrade/config_schema/config_schema.py

@@ -1,11 +1,14 @@
 # Required json-schema for user specified config
 
+
 from freqtrade.constants import (
     AVAILABLE_DATAHANDLERS,
     AVAILABLE_PAIRLISTS,
     BACKTEST_BREAKDOWNS,
+    BACKTEST_CACHE_AGE,
     DRY_RUN_WALLET,
     EXPORT_OPTIONS,
+    HYPEROPT_LOSS_BUILTIN,
     MARGIN_MODES,
     ORDERTIF_POSSIBILITIES,
     ORDERTYPE_POSSIBILITIES,
@@ -228,6 +231,76 @@ CONF_SCHEMA = {
             "type": "array",
             "items": {"type": "string", "enum": BACKTEST_BREAKDOWNS},
         },
+        "backtest_cache": {
+            "description": "Load a cached backtest result no older than specified age.",
+            "type": "string",
+            "enum": BACKTEST_CACHE_AGE,
+        },
+        # Hyperopt
+        "hyperopt_path": {
+            "description": "Specify additional lookup path for Hyperopt Loss functions.",
+            "type": "string",
+        },
+        "epochs": {
+            "description": "Number of training epochs for Hyperopt.",
+            "type": "integer",
+            "minimum": 1,
+        },
+        "early_stop": {
+            "description": (
+                "Early stop hyperopt if no improvement after <epochs>. Set to 0 to disable."
+            ),
+            "type": "integer",
+            "minimum": 0,
+        },
+        "spaces": {
+            "description": (
+                "Hyperopt parameter spaces to optimize. Default is the default set and"
+                "includes all spaces except for 'trailing', 'protection', and 'trades'."
+            ),
+            "type": "array",
+            "items": {"type": "string"},
+            "default": ["default"],
+        },
+        "analyze_per_epoch": {
+            "description": "Perform analysis after each epoch in Hyperopt.",
+            "type": "boolean",
+        },
+        "print_all": {
+            "description": "Print all hyperopt trials, not just the best ones.",
+            "type": "boolean",
+            "default": False,
+        },
+        "hyperopt_jobs": {
+            "description": (
+                "The number of concurrently running jobs for hyperoptimization "
+                "(hyperopt worker processes). "
+                "If -1 (default), all CPUs are used, for -2, all CPUs but one are used, etc. "
+                "If 1 is given, no parallel computing is used."
+            ),
+            "type": "integer",
+            "default": -1,
+        },
+        "hyperopt_random_state": {
+            "description": "Random state for hyperopt trials.",
+            "type": "integer",
+            "minimum": 0,
+        },
+        "hyperopt_min_trades": {
+            "description": "Minimum number of trades per epoch for hyperopt.",
+            "type": "integer",
+            "minimum": 0,
+        },
+        "hyperopt_loss": {
+            "description": (
+                "The class name of the hyperopt loss function class (IHyperOptLoss). "
+                "Different functions can generate completely different results, "
+                "since the target for optimization is different. "
+                f"Built-in Hyperopt-loss-functions are: {', '.join(HYPEROPT_LOSS_BUILTIN)}"
+            ),
+            "type": "string",
+        },
+        # end hyperopt
         "bot_name": {
             "description": "Name of the trading bot. Passed via API to a client.",
             "type": "string",
@@ -1142,6 +1215,15 @@ CONF_SCHEMA = {
                     "type": "boolean",
                     "default": False,
                 },
+                "override_exchange_check": {
+                    "description": (
+                        "Override the exchange check to force FreqAI to use exchanges "
+                        "that may not have enough historic data. Turn this to True if "
+                        "you know your FreqAI model and strategy do not require historical data."
+                    ),
+                    "type": "boolean",
+                    "default": False,
+                },
                 "feature_parameters": {
                     "description": "The parameters used to engineer the feature set",
                     "type": "object",

freqtrade/configuration/configuration.py

@@ -12,7 +12,7 @@ from typing import Any
 from freqtrade import constants
 from freqtrade.configuration.deprecated_settings import process_temporary_deprecated_settings
 from freqtrade.configuration.directory_operations import create_datadir, create_userdata_dir
-from freqtrade.configuration.environment_vars import enironment_vars_to_dict
+from freqtrade.configuration.environment_vars import environment_vars_to_dict
 from freqtrade.configuration.load_config import load_file, load_from_files
 from freqtrade.constants import Config
 from freqtrade.enums import (
@@ -80,7 +80,7 @@ class Configuration:
         from freqtrade.commands.arguments import NO_CONF_ALLOWED
 
         if self.args.get("command") not in NO_CONF_ALLOWED:
-            env_data = enironment_vars_to_dict()
+            env_data = environment_vars_to_dict()
             config = deep_merge_dicts(env_data, config)
 
         # Normalize config
@@ -336,7 +336,6 @@ class Configuration:
         # Hyperopt section
 
         configurations = [
-            ("hyperopt", "Using Hyperopt class name: {}"),
             ("hyperopt_path", "Using additional Hyperopt lookup path: {}"),
             ("hyperoptexportfilename", "Using hyperopt file: {}"),
             ("lookahead_analysis_exportfilename", "Saving lookahead analysis results into {} ..."),

freqtrade/configuration/environment_vars.py

@@ -73,7 +73,7 @@ def _flat_vars_to_nested_dict(env_dict: dict[str, Any], prefix: str) -> dict[str
     return relevant_vars
 
 
-def enironment_vars_to_dict() -> dict[str, Any]:
+def environment_vars_to_dict() -> dict[str, Any]:
     """
     Read environment variables and return a nested dict for relevant variables
     Relevant variables must follow the FREQTRADE__{section}__{key} pattern

freqtrade/constants.py

@@ -41,6 +41,19 @@ HYPEROPT_LOSS_BUILTIN = [
     "ProfitDrawDownHyperOptLoss",
     "MultiMetricHyperOptLoss",
 ]
+HYPEROPT_BUILTIN_SPACES = [
+    "buy",
+    "sell",
+    "enter",
+    "exit",
+    "roi",
+    "stoploss",
+    "trailing",
+    "protection",
+    "trades",
+]
+HYPEROPT_BUILTIN_SPACE_OPTIONS = ["default", "all"] + HYPEROPT_BUILTIN_SPACES
+
 AVAILABLE_PAIRLISTS = [
     "StaticPairList",
     "VolumePairList",
@@ -61,7 +74,7 @@ AVAILABLE_PAIRLISTS = [
     "VolatilityFilter",
 ]
 AVAILABLE_DATAHANDLERS = ["json", "jsongz", "feather", "parquet"]
-BACKTEST_BREAKDOWNS = ["day", "week", "month", "year"]
+BACKTEST_BREAKDOWNS = ["day", "week", "month", "year", "weekday"]
 BACKTEST_CACHE_AGE = ["none", "day", "week", "month"]
 BACKTEST_CACHE_DEFAULT = "day"
 DRY_RUN_WALLET = 1000

freqtrade/data/btanalysis/bt_fileutils.py

@@ -511,8 +511,8 @@ def trade_list_to_dataframe(trades: list[Trade] | list[LocalTrade]) -> pd.DataFr
     """
     df = pd.DataFrame.from_records([t.to_json(True) for t in trades], columns=BT_DATA_COLUMNS)
     if len(df) > 0:
-        df["close_date"] = pd.to_datetime(df["close_date"], utc=True)
-        df["open_date"] = pd.to_datetime(df["open_date"], utc=True)
+        df["close_date"] = pd.to_datetime(df["close_timestamp"], unit="ms", utc=True)
+        df["open_date"] = pd.to_datetime(df["open_timestamp"], unit="ms", utc=True)
         df["close_rate"] = df["close_rate"].astype("float64")
     return df
 

freqtrade/data/history/history_utils.py

@@ -693,6 +693,9 @@ def download_data(
     """
     Download data function. Used from both cli and API.
     """
+    exchange.validate_trading_mode_and_margin_mode(
+        config.get("trading_mode", TradingMode.SPOT), None, allow_none_margin_mode=True
+    )
     timerange = TimeRange()
     if "days" in config and config["days"] is not None:
         time_since = (datetime.now() - timedelta(days=config["days"])).strftime("%Y%m%d")

freqtrade/exchange/__init__.py

@@ -11,6 +11,7 @@ from freqtrade.exchange.bitmart import Bitmart
 from freqtrade.exchange.bitpanda import Bitpanda
 from freqtrade.exchange.bitvavo import Bitvavo
 from freqtrade.exchange.bybit import Bybit
+from freqtrade.exchange.coinex import Coinex
 from freqtrade.exchange.cryptocom import Cryptocom
 from freqtrade.exchange.exchange_utils import (
     ROUND_DOWN,
@@ -46,4 +47,4 @@ from freqtrade.exchange.kucoin import Kucoin
 from freqtrade.exchange.lbank import Lbank
 from freqtrade.exchange.luno import Luno
 from freqtrade.exchange.modetrade import Modetrade
-from freqtrade.exchange.okx import MyOkx, Okx
+from freqtrade.exchange.okx import Myokx, Okx, Okxus

freqtrade/exchange/binance.py

@@ -28,6 +28,10 @@ logger = logging.getLogger(__name__)
 
 
 class Binance(Exchange):
+    """Binance exchange class.
+    Contains adjustments needed for Freqtrade to work with this exchange.
+    """
+
     _ft_has: FtHas = {
         "stoploss_on_exchange": True,
         "stop_price_param": "stopPrice",

freqtrade/exchange/bitget.py

@@ -3,7 +3,8 @@ from datetime import timedelta
 
 import ccxt
 
-from freqtrade.enums import CandleType
+from freqtrade.constants import BuySell
+from freqtrade.enums import CandleType, MarginMode, TradingMode
 from freqtrade.exceptions import (
     DDosProtection,
     OperationalException,
@@ -20,27 +21,30 @@ logger = logging.getLogger(__name__)
 
 
 class Bitget(Exchange):
-    """
-    Bitget exchange class. Contains adjustments needed for Freqtrade to work
-    with this exchange.
-
-    Please note that this exchange is not included in the list of exchanges
-    officially supported by the Freqtrade development team. So some features
-    may still not work as expected.
+    """Bitget exchange class.
+    Contains adjustments needed for Freqtrade to work with this exchange.
     """
 
     _ft_has: FtHas = {
         "stoploss_on_exchange": True,
         "stop_price_param": "stopPrice",
         "stop_price_prop": "stopPrice",
+        "stoploss_blocks_assets": False,  # Stoploss orders do not block assets
         "stoploss_order_types": {"limit": "limit", "market": "market"},
         "ohlcv_candle_limit": 200,  # 200 for historical candles, 1000 for recent ones.
         "order_time_in_force": ["GTC", "FOK", "IOC", "PO"],
     }
     _ft_has_futures: FtHas = {
         "mark_ohlcv_timeframe": "4h",
+        "funding_fee_candle_limit": 100,
     }
 
+    _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
+        (TradingMode.SPOT, MarginMode.NONE),
+        (TradingMode.FUTURES, MarginMode.ISOLATED),
+        # (TradingMode.FUTURES, MarginMode.CROSS),
+    ]
+
     def ohlcv_candle_limit(
         self, timeframe: str, candle_type: CandleType, since_ms: int | None = None
     ) -> int:
@@ -126,3 +130,109 @@ class Bitget(Exchange):
 
     def cancel_stoploss_order(self, order_id: str, pair: str, params: dict | None = None) -> dict:
         return self.cancel_order(order_id=order_id, pair=pair, params={"stop": True})
+
+    @retrier
+    def additional_exchange_init(self) -> None:
+        """
+        Additional exchange initialization logic.
+        .api will be available at this point.
+        Must be overridden in child methods if required.
+        """
+        try:
+            if not self._config["dry_run"]:
+                if self.trading_mode == TradingMode.FUTURES:
+                    position_mode = self._api.set_position_mode(False)
+                    self._log_exchange_response("set_position_mode", position_mode)
+        except ccxt.DDoSProtection as e:
+            raise DDosProtection(e) from e
+        except (ccxt.OperationFailed, ccxt.ExchangeError) as e:
+            raise TemporaryError(
+                f"Error in additional_exchange_init due to {e.__class__.__name__}. Message: {e}"
+            ) from e
+        except ccxt.BaseError as e:
+            raise OperationalException(e) from e
+
+    def _lev_prep(self, pair: str, leverage: float, side: BuySell, accept_fail: bool = False):
+        if self.trading_mode != TradingMode.SPOT:
+            # Explicitly setting margin_mode is not necessary as marginMode can be set per order.
+            # self.set_margin_mode(pair, self.margin_mode, accept_fail)
+            self._set_leverage(leverage, pair, accept_fail)
+
+    def _get_params(
+        self,
+        side: BuySell,
+        ordertype: str,
+        leverage: float,
+        reduceOnly: bool,
+        time_in_force: str = "GTC",
+    ) -> dict:
+        params = super()._get_params(
+            side=side,
+            ordertype=ordertype,
+            leverage=leverage,
+            reduceOnly=reduceOnly,
+            time_in_force=time_in_force,
+        )
+        if self.trading_mode == TradingMode.FUTURES and self.margin_mode:
+            params["marginMode"] = self.margin_mode.value.lower()
+        return params
+
+    def dry_run_liquidation_price(
+        self,
+        pair: str,
+        open_rate: float,
+        is_short: bool,
+        amount: float,
+        stake_amount: float,
+        leverage: float,
+        wallet_balance: float,
+        open_trades: list,
+    ) -> float | None:
+        """
+        Important: Must be fetching data from cached values as this is used by backtesting!
+
+
+        https://www.bitget.com/support/articles/12560603808759
+        MMR: Maintenance margin rate of the trading pair.
+
+        CoinMainIndexPrice: The index price for Coin-M futures. For USDT-M futures,
+                            the index price is: 1.
+
+        TakerFeeRatio: The fee rate applied when placing taker orders.
+
+        Position direction: The current position direction of the trading pair.
+                        1 indicates a long position, and -1 indicates a short position.
+
+        Formula:
+
+        Estimated liquidation price = [
+            position margin - position size x average entry price x position direction
+        ] ÷ [position size x (MMR + TakerFeeRatio - position direction)]
+
+        :param pair: Pair to calculate liquidation price for
+        :param open_rate: Entry price of position
+        :param is_short: True if the trade is a short, false otherwise
+        :param amount: Absolute value of position size incl. leverage (in base currency)
+        :param stake_amount: Stake amount - Collateral in settle currency.
+        :param leverage: Leverage used for this position.
+        :param wallet_balance: Amount of margin_mode in the wallet being used to trade
+            Cross-Margin Mode: crossWalletBalance
+            Isolated-Margin Mode: isolatedWalletBalance
+        :param open_trades: List of other open trades in the same wallet
+        """
+        market = self.markets[pair]
+        taker_fee_rate = market["taker"] or self._api.describe().get("fees", {}).get(
+            "trading", {}
+        ).get("taker", 0.001)
+        mm_ratio, _ = self.get_maintenance_ratio_and_amt(pair, stake_amount)
+
+        if self.trading_mode == TradingMode.FUTURES and self.margin_mode == MarginMode.ISOLATED:
+            position_direction = -1 if is_short else 1
+
+            return (wallet_balance - (amount * open_rate * position_direction)) / (
+                amount * (mm_ratio + taker_fee_rate - position_direction)
+            )
+        else:
+            raise OperationalException(
+                "Freqtrade currently only supports isolated futures for bitget"
+            )

freqtrade/exchange/bitvavo.py

@@ -2,8 +2,6 @@
 
 import logging
 
-from ccxt import DECIMAL_PLACES
-
 from freqtrade.exchange import Exchange
 from freqtrade.exchange.exchange_types import FtHas
 
@@ -24,11 +22,3 @@ class Bitvavo(Exchange):
     _ft_has: FtHas = {
         "ohlcv_candle_limit": 1440,
     }
-
-    @property
-    def precisionMode(self) -> int:
-        """
-        Exchange ccxt precisionMode
-        Override due to https://github.com/ccxt/ccxt/issues/20408
-        """
-        return DECIMAL_PLACES

freqtrade/exchange/bybit.py

@@ -16,13 +16,8 @@ logger = logging.getLogger(__name__)
 
 
 class Bybit(Exchange):
-    """
-    Bybit exchange class. Contains adjustments needed for Freqtrade to work
-    with this exchange.
-
-    Please note that this exchange is not included in the list of exchanges
-    officially supported by the Freqtrade development team. So some features
-    may still not work as expected.
+    """Bybit exchange class.
+    Contains adjustments needed for Freqtrade to work with this exchange.
     """
 
     unified_account = False

freqtrade/exchange/coinex.py

@@ -0,0 +1,24 @@
+import logging
+
+from freqtrade.exchange import Exchange
+from freqtrade.exchange.exchange_types import FtHas
+
+
+logger = logging.getLogger(__name__)
+
+
+class Coinex(Exchange):
+    """
+    CoinEx exchange class. Contains adjustments needed for Freqtrade to work
+    with this exchange.
+
+    Please note that this exchange is not included in the list of exchanges
+    officially supported by the Freqtrade development team. So some features
+    may still not work as expected.
+    """
+
+    _ft_has: FtHas = {
+        "l2_limit_range": [5, 10, 20, 50],
+        "tickers_have_bid_ask": False,
+        "tickers_have_quoteVolume": False,
+    }

freqtrade/exchange/common.py

@@ -48,7 +48,6 @@ MAP_EXCHANGE_CHILDCLASS = {
     "binanceus": "binance",
     "binanceusdm": "binance",
     "okex": "okx",
-    "okxus": "okx",
     "gateio": "gate",
     "huboi": "htx",
 }
@@ -57,6 +56,7 @@ SUPPORTED_EXCHANGES = [
     "binance",
     "bingx",
     "bitmart",
+    "bitget",
     "bybit",
     "gate",
     "htx",
@@ -96,7 +96,6 @@ EXCHANGE_HAS_OPTIONAL = [
     # 'fetchPositions',  # Futures trading
     # 'fetchLeverageTiers',  # Futures initialization
     # 'fetchMarketLeverageTiers',  # Futures initialization
-    # 'fetchOpenOrder', 'fetchClosedOrder',  # replacement for fetchOrder
     # 'fetchOpenOrders', 'fetchClosedOrders',  # 'fetchOrders',  # Refinding balance...
     # ccxt.pro
     "watchOHLCV",

freqtrade/exchange/exchange.py

@@ -300,7 +300,7 @@ class Exchange:
 
         if self.trading_mode != TradingMode.SPOT and load_leverage_tiers:
             self.fill_leverage_tiers()
-        self.additional_exchange_init()
+        self.ft_additional_exchange_init()
 
     def __del__(self):
         """
@@ -455,6 +455,12 @@ class Exchange:
         """
         return self._api.precisionMode
 
+    def ft_additional_exchange_init(self) -> None:
+        """
+        Wrapper around additional_exchange_init to simplify testing
+        """
+        self.additional_exchange_init()
+
     def additional_exchange_init(self) -> None:
         """
         Additional exchange initialization logic.
@@ -832,10 +838,16 @@ class Exchange:
 
     def validate_freqai(self, config: Config) -> None:
         freqai_enabled = config.get("freqai", {}).get("enabled", False)
-        if freqai_enabled and not self._ft_has["ohlcv_has_history"]:
+        override = config.get("freqai", {}).get("override_exchange_checks", False)
+        if not override and freqai_enabled and not self._ft_has["ohlcv_has_history"]:
             raise ConfigurationError(
                 f"Historic OHLCV data not available for {self.name}. Can't use freqAI."
             )
+        elif override and freqai_enabled and not self._ft_has["ohlcv_has_history"]:
+            logger.warning(
+                "Overriding exchange checks for freqAI. Make sure that your exchange supports "
+                "fetching historic OHLCV data, otherwise freqAI will not work."
+            )
 
     def validate_required_startup_candles(self, startup_candles: int, timeframe: str) -> int:
         """
@@ -879,6 +891,7 @@ class Exchange:
         self,
         trading_mode: TradingMode,
         margin_mode: MarginMode | None,  # Only None when trading_mode = TradingMode.SPOT
+        allow_none_margin_mode: bool = False,
     ):
         """
         Checks if freqtrade can perform trades using the configured
@@ -886,7 +899,18 @@ class Exchange:
         Throws OperationalException:
             If the trading_mode/margin_mode type are not supported by freqtrade on this exchange
         """
-        if trading_mode != TradingMode.SPOT and (
+        if trading_mode == TradingMode.SPOT:
+            return
+        if allow_none_margin_mode and margin_mode is None:
+            # Verify trading mode independent of margin mode
+            if not any(
+                trading_mode == pair[0] for pair in self._supported_trading_mode_margin_pairs
+            ):
+                raise ConfigurationError(
+                    f"Freqtrade does not support '{trading_mode}' on {self.name}."
+                )
+
+        if not allow_none_margin_mode and (
             (trading_mode, margin_mode) not in self._supported_trading_mode_margin_pairs
         ):
             mm_value = margin_mode and margin_mode.value
@@ -3873,7 +3897,10 @@ class Exchange:
         """
 
         market = self.markets[pair]
-        taker_fee_rate = market["taker"]
+        # default to some default fee if not available from exchange
+        taker_fee_rate = market["taker"] or self._api.describe().get("fees", {}).get(
+            "trading", {}
+        ).get("taker", 0.001)
         mm_ratio, _ = self.get_maintenance_ratio_and_amt(pair, stake_amount)
 
         if self.trading_mode == TradingMode.FUTURES and self.margin_mode == MarginMode.ISOLATED:

freqtrade/exchange/gate.py

@@ -18,13 +18,8 @@ logger = logging.getLogger(__name__)
 
 
 class Gate(Exchange):
-    """
-    Gate.io exchange class. Contains adjustments needed for Freqtrade to work
-    with this exchange.
-
-    Please note that this exchange is not included in the list of exchanges
-    officially supported by the Freqtrade development team. So some features
-    may still not work as expected.
+    """Gate.io exchange class.
+    Contains adjustments needed for Freqtrade to work with this exchange.
     """
 
     unified_account = False

freqtrade/exchange/htx.py

@@ -11,9 +11,8 @@ logger = logging.getLogger(__name__)
 
 
 class Htx(Exchange):
-    """
-    HTX exchange class. Contains adjustments needed for Freqtrade to work
-    with this exchange.
+    """HTX exchange class.
+    Contains adjustments needed for Freqtrade to work with this exchange.
     """
 
     _ft_has: FtHas = {

freqtrade/exchange/hyperliquid.py

@@ -44,6 +44,7 @@ class Hyperliquid(Exchange):
     _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
         (TradingMode.SPOT, MarginMode.NONE),
         (TradingMode.FUTURES, MarginMode.ISOLATED),
+        (TradingMode.FUTURES, MarginMode.CROSS),
     ]
 
     @property
@@ -99,7 +100,6 @@ class Hyperliquid(Exchange):
                    'SOL/USDC:USDC': 43}}
         """
         # Defining/renaming variables to match the documentation
-        isolated_margin = wallet_balance
         position_size = amount
         price = open_rate
         position_value = price * position_size
@@ -117,8 +117,14 @@ class Hyperliquid(Exchange):
         #       3. Divide this by 2
         maintenance_margin_required = position_value / max_leverage / 2
 
-        # Docs: margin_available (isolated) = isolated_margin - maintenance_margin_required
-        margin_available = isolated_margin - maintenance_margin_required
+        if self.margin_mode == MarginMode.ISOLATED:
+            # Docs: margin_available (isolated) = isolated_margin - maintenance_margin_required
+            margin_available = stake_amount - maintenance_margin_required
+        elif self.margin_mode == MarginMode.CROSS:
+            # Docs: margin_available (cross) = account_value - maintenance_margin_required
+            margin_available = wallet_balance - maintenance_margin_required
+        else:
+            raise OperationalException("Unsupported margin mode for liquidation price calculation")
 
         # Docs: The maintenance margin is half of the initial margin at max leverage
         # The docs don't explicitly specify maintenance leverage, but this works.

freqtrade/exchange/kraken.py

@@ -19,6 +19,10 @@ logger = logging.getLogger(__name__)
 
 
 class Kraken(Exchange):
+    """Kraken exchange class.
+    Contains adjustments needed for Freqtrade to work with this exchange.
+    """
+
     _params: dict = {"trading_agreement": "agree"}
     _ft_has: FtHas = {
         "stoploss_on_exchange": True,

freqtrade/exchange/okx.py

@@ -11,7 +11,7 @@ from freqtrade.exceptions import (
     RetryableOrderError,
     TemporaryError,
 )
-from freqtrade.exchange import Exchange, date_minus_candles
+from freqtrade.exchange import Exchange
 from freqtrade.exchange.common import API_RETRY_COUNT, retrier
 from freqtrade.exchange.exchange_types import CcxtOrder, FtHas
 from freqtrade.misc import safe_value_fallback2
@@ -80,11 +80,6 @@ class Okx(Exchange):
         if candle_type in (CandleType.FUTURES, CandleType.SPOT):
             return 300
 
-        if candle_type in (CandleType.MARK, CandleType.PREMIUMINDEX) and (
-            not since_ms or since_ms > (date_minus_candles(timeframe, 300).timestamp() * 1000)
-        ):
-            return 300
-
         return super().ohlcv_candle_limit(timeframe, candle_type, since_ms)
 
     @retrier
@@ -296,12 +291,21 @@ class Okx(Exchange):
         return orders
 
 
-class MyOkx(Okx):
-    """
-    MyOkx exchange class.
+class Myokx(Okx):
+    """MyOkx exchange class.
     Minimal adjustment to disable futures trading for the EU subsidiary of Okx
     """
 
     _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
         (TradingMode.SPOT, MarginMode.NONE),
     ]
+
+
+class Okxus(Okx):
+    """Okxus exchange class.
+    Minimal adjustment to disable futures trading for the US subsidiary of Okx
+    """
+
+    _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
+        (TradingMode.SPOT, MarginMode.NONE),
+    ]

freqtrade/freqtradebot.py

@@ -1,5 +1,5 @@
 """
-Freqtrade is the main module of this bot. It contains the class Freqtrade()
+Freqtrade is the main module of this bot. It contains the FreqtradeBot class.
 """
 
 import logging
@@ -1617,7 +1617,9 @@ class FreqtradeBot(LoggingMixin):
                         f"Emergency exiting trade {trade}, as the exit order "
                         f"timed out {max_timeouts} times. force selling {order['amount']}."
                     )
-                    self.emergency_exit(trade, order["price"], order["amount"])
+                    # Trade.session.refresh(order_obj)
+
+                    self.emergency_exit(trade, order["price"], order_obj.safe_remaining)
             return canceled
 
     def emergency_exit(

freqtrade/ft_types/plot_annotation_type.py

@@ -5,8 +5,7 @@ from pydantic import TypeAdapter
 from typing_extensions import TypedDict
 
 
-class AnnotationType(TypedDict, total=False):
-    type: Required[Literal["area"]]
+class _BaseAnnotationType(TypedDict, total=False):
     start: str | datetime
     end: str | datetime
     y_start: float
@@ -16,4 +15,16 @@ class AnnotationType(TypedDict, total=False):
     z_level: int
 
 
-AnnotationTypeTA = TypeAdapter(AnnotationType)
+class AreaAnnotationType(_BaseAnnotationType, total=False):
+    type: Required[Literal["area"]]
+
+
+class LineAnnotationType(_BaseAnnotationType, total=False):
+    type: Required[Literal["line"]]
+    width: int
+    line_style: Literal["solid", "dashed", "dotted"]
+
+
+AnnotationType = AreaAnnotationType | LineAnnotationType
+
+AnnotationTypeTA: TypeAdapter[AnnotationType] = TypeAdapter(AnnotationType)

freqtrade/loggers/__init__.py

@@ -92,9 +92,11 @@ def _set_log_levels(
 
     # Set default levels for third party libraries
     third_party_loggers = {
-        "freqtrade": logging.INFO if verbosity <= 1 else logging.DEBUG,
+        "freqtrade": logging.INFO if verbosity < 1 else logging.DEBUG,
+        "freqtrade.exchange.exchange_ws": logging.INFO if verbosity <= 1 else logging.DEBUG,
         "requests": logging.INFO if verbosity <= 1 else logging.DEBUG,
         "urllib3": logging.INFO if verbosity <= 1 else logging.DEBUG,
+        "asyncio": logging.INFO if verbosity <= 1 else logging.DEBUG,
         "httpcore": logging.INFO if verbosity <= 1 else logging.DEBUG,
         "ccxt.base.exchange": logging.INFO if verbosity <= 2 else logging.DEBUG,
         "telegram": logging.INFO,

freqtrade/main.py

@@ -18,7 +18,12 @@ from freqtrade.commands import Arguments
 from freqtrade.constants import DOCS_LINK
 from freqtrade.exceptions import ConfigurationError, FreqtradeException, OperationalException
 from freqtrade.loggers import setup_logging_pre
-from freqtrade.system import asyncio_setup, gc_set_threshold, print_version_info
+from freqtrade.system import (
+    asyncio_setup,
+    gc_set_threshold,
+    print_version_info,
+    set_mp_start_method,
+)
 
 
 logger = logging.getLogger("freqtrade")
@@ -44,6 +49,7 @@ def main(sysargv: list[str] | None = None) -> None:
         elif "func" in args:
             logger.info(f"freqtrade {__version__}")
             gc_set_threshold()
+            set_mp_start_method()
             return_code = args["func"](args)
         else:
             # No subcommand was issued.

freqtrade/misc.py

@@ -51,7 +51,7 @@ def file_dump_json(filename: Path, data: Any, is_zip: bool = False, log: bool =
         with filename.open("w") as fp:
             dump_json_to_file(fp, data)
 
-    logger.debug(f'done json to "{filename}"')
+    logger.debug(f'done writing json to "{filename}"')
 
 
 def json_load(datafile: TextIO) -> Any:

freqtrade/optimize/analysis/recursive.py

@@ -8,6 +8,7 @@ from typing import Any
 
 from pandas import DataFrame
 
+from freqtrade.exceptions import ConfigurationError
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.loggers.set_log_levels import (
     reduce_verbosity_for_bias_tester,
@@ -152,6 +153,13 @@ class RecursiveAnalysis(BaseAnalysis):
         strat = backtesting.strategy
         self._strat_scc = strat.startup_candle_count
 
+        if self._strat_scc < 1:
+            raise ConfigurationError(
+                f"The strategy defines invalid startup candle count of {self._strat_scc}. "
+                f"This will lead to recursive issues on some indicators. "
+                f"Please define a proper startup_candle_count in the strategy."
+            )
+
         if self._strat_scc not in self._startup_candle:
             self._startup_candle.append(self._strat_scc)
         self._startup_candle.sort()

freqtrade/optimize/backtesting.py

@@ -273,7 +273,7 @@ class Backtesting:
         self.futures_data: dict[str, DataFrame] = {}
 
     def init_backtest(self):
-        self.prepare_backtest(False)
+        self.reset_backtest(False)
 
         self.wallets = Wallets(self.config, self.exchange, is_backtest=True)
 
@@ -427,7 +427,7 @@ class Backtesting:
     def disable_database_use(self):
         disable_database_use(self.timeframe)
 
-    def prepare_backtest(self, enable_protections):
+    def reset_backtest(self, enable_protections: bool = False):
         """
         Backtesting setup method - called once for every call to "backtest()".
         """
@@ -1692,7 +1692,7 @@ class Backtesting:
         :param end_date: backtesting timerange end datetime
         :return: DataFrame with trades (results of backtesting)
         """
-        self.prepare_backtest(self.enable_protections)
+        self.reset_backtest(self.enable_protections)
         # Ensure wallets are up-to-date (important for --strategy-list)
         self.wallets.update()
         # Use dict of lists with data for performance

freqtrade/optimize/hyperopt/hyperopt.py

@@ -9,7 +9,6 @@ import logging
 import random
 from datetime import datetime
 from math import ceil
-from multiprocessing import Manager
 from pathlib import Path
 from typing import Any
 
@@ -19,9 +18,7 @@ from optuna.trial import FrozenTrial, Trial, TrialState
 
 from freqtrade.constants import FTHYPT_FILEVERSION, LAST_BT_RESULT_FN, Config
 from freqtrade.enums import HyperoptState
-from freqtrade.exceptions import OperationalException
 from freqtrade.misc import file_dump_json, plural
-from freqtrade.optimize.hyperopt.hyperopt_logger import logging_mp_handle, logging_mp_setup
 from freqtrade.optimize.hyperopt.hyperopt_optimizer import INITIAL_POINTS, HyperOptimizer
 from freqtrade.optimize.hyperopt.hyperopt_output import HyperoptOutput
 from freqtrade.optimize.hyperopt_tools import (
@@ -35,9 +32,6 @@ from freqtrade.util import get_progress_tracker
 logger = logging.getLogger(__name__)
 
 
-log_queue: Any
-
-
 class Hyperopt:
     """
     Hyperopt class, this class contains all the logic to run a hyperopt simulation
@@ -55,12 +49,6 @@ class Hyperopt:
         self.analyze_per_epoch = self.config.get("analyze_per_epoch", False)
         HyperoptStateContainer.set_state(HyperoptState.STARTUP)
 
-        if self.config.get("hyperopt"):
-            raise OperationalException(
-                "Using separate Hyperopt files has been removed in 2021.9. Please convert "
-                "your existing Hyperopt file to the new Hyperoptable strategy interface"
-            )
-
         time_now = datetime.now().strftime("%Y-%m-%d_%H-%M-%S")
         strategy = str(self.config["strategy"])
         self.results_file: Path = (
@@ -149,15 +137,7 @@ class Hyperopt:
     def run_optimizer_parallel(self, parallel: Parallel, asked: list[list]) -> list[dict[str, Any]]:
         """Start optimizer in a parallel way"""
 
-        def optimizer_wrapper(*args, **kwargs):
-            # global log queue. This must happen in the file that initializes Parallel
-            logging_mp_setup(
-                log_queue, logging.INFO if self.config["verbosity"] < 1 else logging.DEBUG
-            )
-
-            return self.hyperopter.generate_optimizer_wrapped(*args, **kwargs)
-
-        return parallel(optimizer_wrapper(v) for v in asked)
+        return parallel(self.hyperopter.generate_optimizer_wrapped(v) for v in asked)
 
     def _set_random_state(self, random_state: int | None) -> int:
         return random_state or random.randint(1, 2**16 - 1)  # noqa: S311
@@ -236,15 +216,6 @@ class Hyperopt:
 
         self._save_result(val)
 
-    def _setup_logging_mp_workaround(self) -> None:
-        """
-        Workaround for logging in child processes.
-        local_queue must be a global in the file that initializes Parallel.
-        """
-        global log_queue
-        m = Manager()
-        log_queue = m.Queue()
-
     def start(self) -> None:
         self.random_state = self._set_random_state(self.config.get("hyperopt_random_state"))
         logger.info(f"Using optimizer random state: {self.random_state}")
@@ -257,7 +228,6 @@ class Hyperopt:
         logger.info(f"Number of parallel jobs set as: {config_jobs}")
 
         self.opt = self.hyperopter.get_optimizer(self.random_state)
-        self._setup_logging_mp_workaround()
         try:
             with Parallel(n_jobs=config_jobs) as parallel:
                 jobs = parallel._effective_n_jobs()
@@ -307,7 +277,7 @@ class Hyperopt:
 
                             self.evaluate_result(val, current, is_random[j])
                             pbar.update(task, advance=1)
-                        logging_mp_handle(log_queue)
+                        self.hyperopter.handle_mp_logging()
                         gc.collect()
 
                         if (

freqtrade/optimize/hyperopt/hyperopt_auto.py

@@ -7,6 +7,7 @@ This module implements a convenience auto-hyperopt class, which can be used toge
 import logging
 from collections.abc import Callable
 from contextlib import suppress
+from typing import Literal
 
 from freqtrade.exceptions import OperationalException
 
@@ -37,10 +38,17 @@ def _format_exception_message(space: str, ignore_missing_space: bool) -> None:
 class HyperOptAuto(IHyperOpt):
     """
     This class delegates functionality to Strategy(IHyperStrategy) and Strategy.HyperOpt classes.
-     Most of the time Strategy.HyperOpt class would only implement indicator_space and
-     sell_indicator_space methods, but other hyperopt methods can be overridden as well.
+    Most of the time Strategy.HyperOpt class would only implement indicator_space and
+    sell_indicator_space methods, but other hyperopt methods can be overridden as well.
     """
 
+    def get_available_spaces(self) -> list[str]:
+        """
+        Get list of available spaces defined in strategy.
+        :return: list of available spaces.
+        """
+        return list(self.strategy._ft_hyper_params)
+
     def _get_func(self, name) -> Callable:
         """
         Return a function defined in Strategy.HyperOpt class, or one defined in super() class.
@@ -54,31 +62,26 @@ class HyperOptAuto(IHyperOpt):
         else:
             return default_func
 
-    def _generate_indicator_space(self, category):
-        for attr_name, attr in self.strategy.enumerate_parameters(category):
-            if attr.optimize:
-                yield attr.get_space(attr_name)
-
-    def _get_indicator_space(self, category) -> list:
-        # TODO: is this necessary, or can we call "generate_space" directly?
-        indicator_space = list(self._generate_indicator_space(category))
+    def get_indicator_space(
+        self, space: Literal["buy", "sell", "enter", "exit", "protection"] | str
+    ) -> list:
+        """
+        Get indicator space for a given space.
+        :param space: parameter space to get.
+        """
+        indicator_space = [
+            attr.get_space(attr_name)
+            for attr_name, attr in self.strategy.enumerate_parameters(space)
+            if attr.optimize
+        ]
         if len(indicator_space) > 0:
             return indicator_space
         else:
             _format_exception_message(
-                category, self.config.get("hyperopt_ignore_missing_space", False)
+                space, self.config.get("hyperopt_ignore_missing_space", False)
             )
             return []
 
-    def buy_indicator_space(self) -> list["Dimension"]:
-        return self._get_indicator_space("buy")
-
-    def sell_indicator_space(self) -> list["Dimension"]:
-        return self._get_indicator_space("sell")
-
-    def protection_space(self) -> list["Dimension"]:
-        return self._get_indicator_space("protection")
-
     def generate_roi_table(self, params: dict) -> dict[int, float]:
         return self._get_func("generate_roi_table")(params)