Merge pull request #12553 from freqtrade/update/pre-commit-hooks

Update pre-commit hooks

.github/workflows/ci.yml

@@ -38,7 +38,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
 
     - name: Install uv
-      uses: astral-sh/setup-uv@3259c6206f993105e3a61b142c2d97bf4b9ef83d # v7.1.0
+      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:"
@@ -248,7 +248,7 @@ jobs:
         python-version: "3.12"
 
     - name: Install uv
-      uses: astral-sh/setup-uv@3259c6206f993105e3a61b142c2d97bf4b9ef83d # v7.1.0
+      uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
       with:
         activate-environment: true
         enable-cache: true
@@ -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/docker-build.yml

@@ -48,7 +48,7 @@ jobs:
         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
 

.pre-commit-config.yaml

@@ -30,8 +30,8 @@ repos:
           - types-filelock==3.2.7
           - types-requests==2.32.4.20250913
           - types-tabulate==0.9.0.20241207
-          - types-python-dateutil==2.9.0.20251008
-          - scipy-stubs==1.16.2.4
+          - types-python-dateutil==2.9.0.20251115
+          - scipy-stubs==1.16.3.0
           - SQLAlchemy==2.0.44
         # stages: [push]
 
@@ -44,7 +44,7 @@ repos:
 
   - repo: https://github.com/charliermarsh/ruff-pre-commit
     # Ruff version.
-    rev: 'v0.14.2'
+    rev: 'v0.14.6'
     hooks:
       - id: ruff
       - id: ruff-format
@@ -83,6 +83,6 @@ repos:
 
   # Ensure github actions remain safe
   - repo: https://github.com/woodruffw/zizmor-pre-commit
-    rev: v1.16.0
+    rev: v1.16.3
     hooks:
     - id: zizmor

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)

build_helpers/create_command_partials.py

@@ -1,7 +1,14 @@
 import subprocess  # noqa: S404, RUF100
+import sys
 from pathlib import Path
 
 
+def _write_partial_file(filename: str, content: str):
+    with Path(filename).open("w") as f:
+        f.write(f"``` output\n{content}\n```\n")
+
+
+def extract_command_partials():
     subcommands = [
         "trade",
         "create-userdir",
@@ -41,13 +48,24 @@ subcommands = [
 
     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")
-
+    _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)
 
-    with Path(f"docs/commands/{command}.md").open("w") as f:
-        f.write(f"```\n{result.stdout}\n```\n")
+        _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__":
+    if sys.version_info < (3, 13):  # pragma: no cover
+        sys.exit(
+            "argparse output changed in Python 3.13+. "
+            "To keep command partials up to date, please run this script with Python 3.13+."
+        )
+    extract_command_partials()

build_helpers/schema.json

@@ -273,6 +273,68 @@
         ]
       }
     },
+    "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"

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

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade backtesting-show [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                   [-c PATH] [-d PATH] [--userdir PATH]
                                   [--backtest-filename PATH]
@@ -8,13 +8,13 @@ usage: freqtrade backtesting-show [-h] [-v] [--no-color] [--logfile FILE] [-V]
 
 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.
@@ -26,21 +26,20 @@ 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.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]
@@ -23,7 +23,7 @@ usage: freqtrade backtesting [-h] [-v] [--no-color] [--logfile FILE] [-V]
 
 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
@@ -68,13 +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/`.
   --breakdown {day,week,month,year,weekday} [{day,week,month,year,weekday} ...]
@@ -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

@@ -1,4 +1,4 @@
-```
+``` output
 usage: freqtrade hyperopt-show [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                [-c PATH] [-d PATH] [--userdir PATH] [--best]
                                [--profitable] [-n INT] [--print-json]
@@ -10,7 +10,7 @@ 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-
@@ -26,21 +26,20 @@ 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.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

@@ -1,32 +1,34 @@
-```
+``` output
 usage: freqtrade list-timeframes [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                  [-c PATH] [-d PATH] [--userdir PATH]
                                  [--exchange EXCHANGE] [-1]
+                                 [--trading-mode {spot,margin,futures}]
 
 options:
   -h, --help            show this help message and exit
   --exchange EXCHANGE   Exchange name. Only valid if no config is provided.
   -1, --one-column      Print output in one column.
+  --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/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.
+  -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/exchanges.md

@@ -407,11 +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
         }
     },
     // ...
@@ -420,6 +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.

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/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.
 
@@ -412,7 +417,7 @@ This filter allows freqtrade to ignore pairs until they have been listed for at
 Removes pairs that will be delisted on the exchange maximum `max_days_from_now` days from now (defaults to `0` which remove all future delisted pairs no matter how far from now). Currently this filter only supports following exchanges:
 
 !!! Note "Available exchanges"
-    Delist filter is only available on Binance, where Binance Futures will work for both dry and live modes, while Binance Spot is limited to live mode (for technical reasons).
+    Delist filter is available on Bybit Futures, Bitget Futures and Binance, where Binance Futures will work for both dry and live modes, while Binance Spot is limited to live mode (for technical reasons).
 
 !!! Warning "Backtesting"
     `DelistFilter` does not support backtesting mode.

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)
 

docs/requirements-docs.txt

@@ -1,7 +1,7 @@
-markdown==3.9
+markdown==3.10
 mkdocs==1.6.1
-mkdocs-material==9.6.22
+mkdocs-material==9.7.0
 mdx_truly_sane_lists==1.3
-pymdown-extensions==10.16.1
+pymdown-extensions==10.17.1
 jinja2==3.1.6
 mike==2.1.3

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`)

freqtrade/__init__.py

@@ -1,6 +1,6 @@
 """Freqtrade bot"""
 
-__version__ = "2025.10"
+__version__ = "2025.11-dev"
 
 if "dev" in __version__:
     from pathlib import Path

freqtrade/commands/arguments.py

@@ -104,7 +104,7 @@ ARGS_BACKTEST_SHOW = [
 
 ARGS_LIST_EXCHANGES = ["print_one_column", "list_exchanges_all", "trading_mode", "dex_exchanges"]
 
-ARGS_LIST_TIMEFRAMES = ["exchange", "print_one_column"]
+ARGS_LIST_TIMEFRAMES = ["exchange", "print_one_column", "trading_mode"]
 
 ARGS_LIST_PAIRS = [
     "exchange",

freqtrade/commands/cli_options.py

@@ -5,7 +5,10 @@ Definition of cli arguments used in arguments.py
 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
 
 
@@ -278,26 +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",

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",

freqtrade/data/history/history_utils.py

@@ -388,8 +388,10 @@ def refresh_backtest_ohlcv_data(
             for timeframe in timeframes:
                 # Get fast candles via parallel method on first loop through per timeframe
                 # and candle type. Downloads all the pairs in the list and stores them.
+                # Also skips if only 1 pair/timeframe combination is scheduled for download.
                 if (
                     not no_parallel_download
+                    and (len(pairs) + len(timeframes)) > 2
                     and exchange.get_option("download_data_parallel_quick", True)
                     and (
                         ((pair, timeframe, candle_type) not in fast_candles)
@@ -474,7 +476,7 @@ def _download_all_pairs_history_parallel(
     :return: Candle pairs with timeframes
     """
     candles: dict[PairWithTimeframe, DataFrame] = {}
-    since = 0
+    since: int | None = None
     if timerange:
         if timerange.starttype == "date":
             since = timerange.startts * 1000
@@ -482,10 +484,12 @@ def _download_all_pairs_history_parallel(
     candle_limit = exchange.ohlcv_candle_limit(timeframe, candle_type)
     one_call_min_time_dt = dt_ts(date_minus_candles(timeframe, candle_limit))
     # check if we can get all candles in one go, if so then we can download them in parallel
-    if since > one_call_min_time_dt:
+    if since is None or since > one_call_min_time_dt:
         logger.info(
             f"Downloading parallel candles for {timeframe} for all pairs"
             f" since {format_ms_time(since)}"
+            if since
+            else "."
         )
         needed_pairs: ListPairsWithTimeframes = [
             (p, timeframe, candle_type) for p in [p for p in pairs]
@@ -693,6 +697,9 @@ 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/data/metrics.py

@@ -143,6 +143,20 @@ def _calc_drawdown_series(
         max_drawdown_df["drawdown_relative"] = (
             max_drawdown_df["high_value"] - max_drawdown_df["cumulative"]
         ) / max_drawdown_df["high_value"]
+
+    # Add zero row at start to account for edge-cases with no winning / losing trades - so high/low
+    # will be 0.0 in such cases.
+    zero_row = pd.DataFrame(
+        {
+            "cumulative": [0.0],
+            "high_value": [0.0],
+            "drawdown": [0.0],
+            "drawdown_relative": [0.0],
+            "date": [profit_results.loc[0, date_col]],
+        }
+    )
+
+    max_drawdown_df = pd.concat([zero_row, max_drawdown_df], ignore_index=True)
     return max_drawdown_df
 
 
@@ -215,6 +229,7 @@ def calculate_max_drawdown(
     max_drawdown_df = _calc_drawdown_series(
         profit_results, date_col=date_col, value_col=value_col, starting_balance=starting_balance
     )
+    # max_drawdown_df has an extra zero row at the start
 
     # Calculate maximum drawdown
     idxmin = (
@@ -223,15 +238,15 @@ def calculate_max_drawdown(
         else max_drawdown_df["drawdown"].idxmin()
     )
     high_idx = max_drawdown_df.iloc[: idxmin + 1]["high_value"].idxmax()
-    high_date = profit_results.loc[high_idx, date_col]
-    low_date = profit_results.loc[idxmin, date_col]
-    high_val = max_drawdown_df.loc[high_idx, "cumulative"]
-    low_val = max_drawdown_df.loc[idxmin, "cumulative"]
-    max_drawdown_rel = max_drawdown_df.loc[idxmin, "drawdown_relative"]
+    high_date = profit_results.at[max(high_idx - 1, 0), date_col]
+    low_date = profit_results.at[max(idxmin - 1, 0), date_col]
+    high_val = max_drawdown_df.at[high_idx, "cumulative"]
+    low_val = max_drawdown_df.at[idxmin, "cumulative"]
+    max_drawdown_rel = max_drawdown_df.at[idxmin, "drawdown_relative"]
 
     # Calculate current drawdown
     current_high_idx = max_drawdown_df["high_value"].iloc[:-1].idxmax()
-    current_high_date = profit_results.loc[current_high_idx, date_col]
+    current_high_date = profit_results.at[max(current_high_idx - 1, 0), date_col]
     current_high_value = max_drawdown_df.iloc[-1]["high_value"]
     current_cumulative = max_drawdown_df.iloc[-1]["cumulative"]
     current_drawdown_abs = current_high_value - current_cumulative

freqtrade/exchange/binance.py

@@ -5,7 +5,6 @@ from datetime import UTC, datetime
 from pathlib import Path
 
 import ccxt
-from cachetools import TTLCache
 from pandas import DataFrame
 
 from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
@@ -21,6 +20,7 @@ from freqtrade.exchange.common import retrier
 from freqtrade.exchange.exchange_types import FtHas, Tickers
 from freqtrade.exchange.exchange_utils_timeframe import timeframe_to_msecs
 from freqtrade.misc import deep_merge_dicts, json_load
+from freqtrade.util import FtTTLCache
 from freqtrade.util.datetime_helpers import dt_from_ts, dt_ts
 
 
@@ -76,7 +76,7 @@ class Binance(Exchange):
 
     def __init__(self, *args, **kwargs) -> None:
         super().__init__(*args, **kwargs)
-        self._spot_delist_schedule_cache: TTLCache = TTLCache(maxsize=100, ttl=300)
+        self._spot_delist_schedule_cache: FtTTLCache = FtTTLCache(maxsize=100, ttl=300)
 
     def get_proxy_coin(self) -> str:
         """

freqtrade/exchange/bitget.py

@@ -1,10 +1,10 @@
 import logging
-from datetime import timedelta
+from datetime import datetime, timedelta
 
 import ccxt
 
 from freqtrade.constants import BuySell
-from freqtrade.enums import CandleType, MarginMode, TradingMode
+from freqtrade.enums import OPTIMIZE_MODES, CandleType, MarginMode, TradingMode
 from freqtrade.exceptions import (
     DDosProtection,
     OperationalException,
@@ -14,7 +14,7 @@ from freqtrade.exceptions import (
 from freqtrade.exchange import Exchange
 from freqtrade.exchange.common import API_RETRY_COUNT, retrier
 from freqtrade.exchange.exchange_types import CcxtOrder, FtHas
-from freqtrade.util.datetime_helpers import dt_now, dt_ts
+from freqtrade.util import dt_from_ts, dt_now, dt_ts
 
 
 logger = logging.getLogger(__name__)
@@ -37,6 +37,7 @@ class Bitget(Exchange):
     _ft_has_futures: FtHas = {
         "mark_ohlcv_timeframe": "4h",
         "funding_fee_candle_limit": 100,
+        "has_delisting": True,
     }
 
     _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
@@ -236,3 +237,35 @@ class Bitget(Exchange):
             raise OperationalException(
                 "Freqtrade currently only supports isolated futures for bitget"
             )
+
+    def check_delisting_time(self, pair: str) -> datetime | None:
+        """
+        Check if the pair gonna be delisted.
+        By default, it returns None.
+        :param pair: Market symbol
+        :return: Datetime if the pair gonna be delisted, None otherwise
+        """
+        if self._config["runmode"] in OPTIMIZE_MODES:
+            return None
+
+        if self.trading_mode == TradingMode.FUTURES:
+            return self._check_delisting_futures(pair)
+        return None
+
+    def _check_delisting_futures(self, pair: str) -> datetime | None:
+        delivery_time = self.markets.get(pair, {}).get("info", {}).get("limitOpenTime", None)
+        if delivery_time:
+            if isinstance(delivery_time, str) and (delivery_time != ""):
+                delivery_time = int(delivery_time)
+
+            if not isinstance(delivery_time, int) or delivery_time <= 0:
+                return None
+
+            max_delivery = dt_ts() + (
+                14 * 24 * 60 * 60 * 1000
+            )  # Assume exchange don't announce delisting more than 14 days in advance
+
+            if delivery_time < max_delivery:
+                return dt_from_ts(delivery_time)
+
+        return None

freqtrade/exchange/bybit.py

@@ -4,12 +4,13 @@ from datetime import datetime, timedelta
 import ccxt
 
 from freqtrade.constants import BuySell
-from freqtrade.enums import MarginMode, PriceType, TradingMode
+from freqtrade.enums import OPTIMIZE_MODES, MarginMode, PriceType, TradingMode
 from freqtrade.exceptions import DDosProtection, ExchangeError, OperationalException, TemporaryError
 from freqtrade.exchange import Exchange
 from freqtrade.exchange.common import retrier
 from freqtrade.exchange.exchange_types import CcxtOrder, FtHas
 from freqtrade.misc import deep_merge_dicts
+from freqtrade.util import dt_from_ts, dt_ts
 
 
 logger = logging.getLogger(__name__)
@@ -54,6 +55,7 @@ class Bybit(Exchange):
         "exchange_has_overrides": {
             "fetchOrder": True,
         },
+        "has_delisting": True,
     }
 
     _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
@@ -294,3 +296,35 @@ class Bybit(Exchange):
 
         self.cache_leverage_tiers(tiers, self._config["stake_currency"])
         return tiers
+
+    def check_delisting_time(self, pair: str) -> datetime | None:
+        """
+        Check if the pair gonna be delisted.
+        By default, it returns None.
+        :param pair: Market symbol
+        :return: Datetime if the pair gonna be delisted, None otherwise
+        """
+        if self._config["runmode"] in OPTIMIZE_MODES:
+            return None
+
+        if self.trading_mode == TradingMode.FUTURES:
+            return self._check_delisting_futures(pair)
+        return None
+
+    def _check_delisting_futures(self, pair: str) -> datetime | None:
+        delivery_time = self.markets.get(pair, {}).get("info", {}).get("deliveryTime", 0)
+        if delivery_time:
+            if isinstance(delivery_time, str) and (delivery_time != ""):
+                delivery_time = int(delivery_time)
+
+            if not isinstance(delivery_time, int) or delivery_time <= 0:
+                return None
+
+            max_delivery = dt_ts() + (
+                14 * 24 * 60 * 60 * 1000
+            )  # Assume exchange don't announce delisting more than 14 days in advance
+
+            if delivery_time < max_delivery:
+                return dt_from_ts(delivery_time)
+
+        return None

freqtrade/exchange/exchange.py

@@ -16,7 +16,6 @@ from typing import Any, Literal, TypeGuard, TypeVar
 
 import ccxt
 import ccxt.pro as ccxt_pro
-from cachetools import TTLCache
 from ccxt import TICK_SIZE
 from dateutil import parser
 from pandas import DataFrame, concat
@@ -107,9 +106,8 @@ from freqtrade.misc import (
     file_load_json,
     safe_value_fallback2,
 )
-from freqtrade.util import dt_from_ts, dt_now
+from freqtrade.util import FtTTLCache, PeriodicCache, dt_from_ts, dt_now
 from freqtrade.util.datetime_helpers import dt_humanize_delta, dt_ts, format_ms_time
-from freqtrade.util.periodic_cache import PeriodicCache
 
 
 logger = logging.getLogger(__name__)
@@ -230,13 +228,13 @@ class Exchange:
 
         self._cache_lock = Lock()
         # Cache for 10 minutes ...
-        self._fetch_tickers_cache: TTLCache = TTLCache(maxsize=4, ttl=60 * 10)
+        self._fetch_tickers_cache: FtTTLCache = FtTTLCache(maxsize=4, ttl=60 * 10)
         # Cache values for 300 to avoid frequent polling of the exchange for prices
         # Caching only applies to RPC methods, so prices for open trades are still
         # refreshed once every iteration.
         # Shouldn't be too high either, as it'll freeze UI updates in case of open orders.
-        self._exit_rate_cache: TTLCache = TTLCache(maxsize=100, ttl=300)
-        self._entry_rate_cache: TTLCache = TTLCache(maxsize=100, ttl=300)
+        self._exit_rate_cache: FtTTLCache = FtTTLCache(maxsize=100, ttl=300)
+        self._entry_rate_cache: FtTTLCache = FtTTLCache(maxsize=100, ttl=300)
 
         # Holds candles
         self._klines: dict[PairWithTimeframe, DataFrame] = {}
@@ -430,7 +428,15 @@ class Exchange:
 
     @property
     def timeframes(self) -> list[str]:
-        return list((self._api.timeframes or {}).keys())
+        market_type = (
+            "spot"
+            if self.trading_mode != TradingMode.FUTURES
+            else self._ft_has["ccxt_futures_name"]
+        )
+        timeframes = self._api.options.get("timeframes", {}).get(market_type)
+        if timeframes is None:
+            timeframes = self._api.timeframes
+        return list((timeframes or {}).keys())
 
     @property
     def markets(self) -> dict[str, Any]:
@@ -891,6 +897,7 @@ 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
@@ -898,7 +905,18 @@ 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
@@ -1283,7 +1301,7 @@ class Exchange:
 
         return order
 
-    def fetch_dry_run_order(self, order_id) -> CcxtOrder:
+    def fetch_dry_run_order(self, order_id: str) -> CcxtOrder:
         """
         Return dry-run order
         Only call if running in dry-run mode.
@@ -1295,11 +1313,12 @@ class Exchange:
         except KeyError as e:
             from freqtrade.persistence import Order
 
-            order = Order.order_by_id(order_id)
-            if order:
-                ccxt_order = order.to_ccxt_object(self._ft_has["stop_price_prop"])
-                self._dry_run_open_orders[order_id] = ccxt_order
-                return ccxt_order
+            order_obj = Order.order_by_id(order_id)
+            if order_obj:
+                order = order_obj.to_ccxt_object(self._ft_has["stop_price_prop"])
+                order = self.check_dry_limit_order_filled(order)
+                self._dry_run_open_orders[order_id] = order
+                return order
             # Gracefully handle errors with dry-run orders.
             raise InvalidOrderException(
                 f"Tried to get an invalid dry-run-order (id: {order_id}). Message: {e}"
@@ -2143,7 +2162,9 @@ class Exchange:
         name = side.capitalize()
         strat_name = "entry_pricing" if side == "entry" else "exit_pricing"
 
-        cache_rate: TTLCache = self._entry_rate_cache if side == "entry" else self._exit_rate_cache
+        cache_rate: FtTTLCache = (
+            self._entry_rate_cache if side == "entry" else self._exit_rate_cache
+        )
         if not refresh:
             with self._cache_lock:
                 rate = cache_rate.get(pair)

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
@@ -63,7 +63,7 @@ from freqtrade.rpc.rpc_types import (
 from freqtrade.strategy.interface import IStrategy
 from freqtrade.strategy.strategy_wrapper import strategy_safe_wrapper
 from freqtrade.util import FtPrecise, MeasureTime, PeriodicCache, dt_from_ts, dt_now
-from freqtrade.util.migrations.binance_mig import migrate_binance_futures_names
+from freqtrade.util.migrations import migrate_live_content
 from freqtrade.wallets import Wallets
 
 
@@ -229,7 +229,7 @@ class FreqtradeBot(LoggingMixin):
         Called on startup and after reloading the bot - triggers notifications and
         performs startup tasks
         """
-        migrate_binance_futures_names(self.config)
+        migrate_live_content(self.config, self.exchange)
         set_startup_time()
 
         self.rpc.startup_messages(self.config, self.pairlists, self.protections)

freqtrade/mixins/logging_mixin.py

@@ -1,6 +1,8 @@
 from collections.abc import Callable
 
-from cachetools import TTLCache, cached
+from cachetools import cached
+
+from freqtrade.util import FtTTLCache
 
 
 class LoggingMixin:
@@ -18,7 +20,7 @@ class LoggingMixin:
         """
         self.logger = logger
         self.refresh_period = refresh_period
-        self._log_cache: TTLCache = TTLCache(maxsize=1024, ttl=self.refresh_period)
+        self._log_cache: FtTTLCache = FtTTLCache(maxsize=1024, ttl=self.refresh_period)
 
     def log_once(self, message: str, logmethod: Callable, force_show: bool = False) -> None:
         """

freqtrade/optimize/analysis/recursive.py

@@ -39,6 +39,7 @@ class RecursiveAnalysis(BaseAnalysis):
         self.dict_recursive: dict[str, Any] = dict()
 
         self.pair_to_used: str | None = None
+        self._strat_scc: int | None = None
 
     # For recursive bias check
     # analyzes two data frames with processed indicators and shows differences between them.
@@ -151,6 +152,7 @@ class RecursiveAnalysis(BaseAnalysis):
         backtesting._set_strategy(backtesting.strategylist[0])
 
         strat = backtesting.strategy
+        if self._strat_scc is None:
             self._strat_scc = strat.startup_candle_count
 
         if self._strat_scc < 1:

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
 
@@ -41,6 +42,13 @@ class HyperOptAuto(IHyperOpt):
     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)
 

freqtrade/optimize/hyperopt/hyperopt_optimizer.py

@@ -70,13 +70,7 @@ class HyperOptimizer:
     """
 
     def __init__(self, config: Config, data_pickle_file: Path) -> None:
-        self.buy_space: list[DimensionProtocol] = []
-        self.sell_space: list[DimensionProtocol] = []
-        self.protection_space: list[DimensionProtocol] = []
-        self.roi_space: list[DimensionProtocol] = []
-        self.stoploss_space: list[DimensionProtocol] = []
-        self.trailing_space: list[DimensionProtocol] = []
-        self.max_open_trades_space: list[DimensionProtocol] = []
+        self.spaces: dict[str, list[DimensionProtocol]] = {}
         self.dimensions: list[DimensionProtocol] = []
         self.o_dimensions: dict = {}
 
@@ -167,27 +161,25 @@ class HyperOptimizer:
         """
         result: dict = {}
 
-        if HyperoptTools.has_space(self.config, "buy"):
-            result["buy"] = round_dict({p.name: params.get(p.name) for p in self.buy_space}, 13)
-        if HyperoptTools.has_space(self.config, "sell"):
-            result["sell"] = round_dict({p.name: params.get(p.name) for p in self.sell_space}, 13)
-        if HyperoptTools.has_space(self.config, "protection"):
+        for space in self.spaces.keys():
+            if space == "protection":
                 result["protection"] = round_dict(
-                {p.name: params.get(p.name) for p in self.protection_space}, 13
+                    {p.name: params.get(p.name) for p in self.spaces[space]}, 13
                 )
-        if HyperoptTools.has_space(self.config, "roi"):
+            elif space == "roi":
                 result["roi"] = round_dict(
-                {str(k): v for k, v in self.custom_hyperopt.generate_roi_table(params).items()}, 13
+                    {str(k): v for k, v in self.custom_hyperopt.generate_roi_table(params).items()},
+                    13,
                 )
-        if HyperoptTools.has_space(self.config, "stoploss"):
+            elif space == "stoploss":
                 result["stoploss"] = round_dict(
-                {p.name: params.get(p.name) for p in self.stoploss_space}, 13
+                    {p.name: params.get(p.name) for p in self.spaces[space]}, 13
                 )
-        if HyperoptTools.has_space(self.config, "trailing"):
+            elif space == "trailing":
                 result["trailing"] = round_dict(
                     self.custom_hyperopt.generate_trailing_params(params), 13
                 )
-        if HyperoptTools.has_space(self.config, "trades"):
+            elif space == "trades":
                 result["max_open_trades"] = round_dict(
                     {
                         "max_open_trades": (
@@ -198,6 +190,10 @@ class HyperOptimizer:
                     },
                     13,
                 )
+            else:
+                result[space] = round_dict(
+                    {p.name: params.get(p.name) for p in self.spaces[space]}, 13
+                )
 
         return result
 
@@ -226,56 +222,39 @@ class HyperOptimizer:
         """
         Assign the dimensions in the hyperoptimization space.
         """
-        if HyperoptTools.has_space(self.config, "protection"):
+        spaces = ["buy", "sell", "protection", "roi", "stoploss", "trailing", "trades"]
+        spaces += [s for s in self.custom_hyperopt.get_available_spaces() if s not in spaces]
+
+        for space in spaces:
+            if not HyperoptTools.has_space(self.config, space):
+                continue
+            logger.debug(f"Hyperopt has '{space}' space")
+            if space == "protection":
                 # Protections can only be optimized when using the Parameter interface
-            logger.debug("Hyperopt has 'protection' space")
                 # Enable Protections if protection space is selected.
                 self.config["enable_protections"] = True
                 self.backtesting.enable_protections = True
-            self.protection_space = self.custom_hyperopt.protection_space()
+                self.spaces[space] = self.custom_hyperopt.get_indicator_space(space)
+            elif space == "roi":
+                self.spaces[space] = self.custom_hyperopt.roi_space()
+            elif space == "stoploss":
+                self.spaces[space] = self.custom_hyperopt.stoploss_space()
+            elif space == "trailing":
+                self.spaces[space] = self.custom_hyperopt.trailing_space()
+            elif space == "trades":
+                self.spaces[space] = self.custom_hyperopt.max_open_trades_space()
+            else:
+                self.spaces[space] = self.custom_hyperopt.get_indicator_space(space)
 
-        if HyperoptTools.has_space(self.config, "buy"):
-            logger.debug("Hyperopt has 'buy' space")
-            self.buy_space = self.custom_hyperopt.buy_indicator_space()
-
-        if HyperoptTools.has_space(self.config, "sell"):
-            logger.debug("Hyperopt has 'sell' space")
-            self.sell_space = self.custom_hyperopt.sell_indicator_space()
-
-        if HyperoptTools.has_space(self.config, "roi"):
-            logger.debug("Hyperopt has 'roi' space")
-            self.roi_space = self.custom_hyperopt.roi_space()
-
-        if HyperoptTools.has_space(self.config, "stoploss"):
-            logger.debug("Hyperopt has 'stoploss' space")
-            self.stoploss_space = self.custom_hyperopt.stoploss_space()
-
-        if HyperoptTools.has_space(self.config, "trailing"):
-            logger.debug("Hyperopt has 'trailing' space")
-            self.trailing_space = self.custom_hyperopt.trailing_space()
-
-        if HyperoptTools.has_space(self.config, "trades"):
-            logger.debug("Hyperopt has 'trades' space")
-            self.max_open_trades_space = self.custom_hyperopt.max_open_trades_space()
-
-        self.dimensions = (
-            self.buy_space
-            + self.sell_space
-            + self.protection_space
-            + self.roi_space
-            + self.stoploss_space
-            + self.trailing_space
-            + self.max_open_trades_space
+        self.dimensions = [s for space in self.spaces.values() for s in space]
+        if len(self.dimensions) == 0:
+            raise OperationalException(
+                "No hyperopt parameters found to optimize."
+                f"Available spaces: {', '.join(spaces)}. "
+                "Check your strategy's parameter definitions or verify the configured spaces "
+                "in your command."
             )
-
-    def assign_params(self, params_dict: dict[str, Any], category: str) -> None:
-        """
-        Assign hyperoptable parameters
-        """
-        for attr_name, attr in self.backtesting.strategy.enumerate_parameters(category):
-            if attr.optimize:
-                # noinspection PyProtectedMember
-                attr.value = params_dict[attr_name]
+        self.o_dimensions = self.convert_dimensions_to_optuna_space(self.dimensions)
 
     @delayed
     @wrap_non_picklable_objects
@@ -292,15 +271,9 @@ class HyperOptimizer:
         HyperoptStateContainer.set_state(HyperoptState.OPTIMIZE)
         backtest_start_time = datetime.now(UTC)
 
-        # Apply parameters
-        if HyperoptTools.has_space(self.config, "buy"):
-            self.assign_params(params_dict, "buy")
-
-        if HyperoptTools.has_space(self.config, "sell"):
-            self.assign_params(params_dict, "sell")
-
-        if HyperoptTools.has_space(self.config, "protection"):
-            self.assign_params(params_dict, "protection")
+        for attr_name, attr in self.backtesting.strategy.enumerate_parameters():
+            if attr.in_space and attr.optimize:
+                attr.value = params_dict[attr_name]
 
         if HyperoptTools.has_space(self.config, "roi"):
             self.backtesting.strategy.minimal_roi = self.custom_hyperopt.generate_roi_table(
@@ -436,7 +409,6 @@ class HyperOptimizer:
         o_sampler = self.custom_hyperopt.generate_estimator(
             dimensions=self.dimensions, random_state=random_state
         )
-        self.o_dimensions = self.convert_dimensions_to_optuna_space(self.dimensions)
 
         if isinstance(o_sampler, str):
             if o_sampler not in optuna_samplers_dict.keys():

freqtrade/optimize/hyperopt_tools.py

@@ -9,7 +9,7 @@ import numpy as np
 import rapidjson
 from pandas import isna, json_normalize
 
-from freqtrade.constants import FTHYPT_FILEVERSION, Config
+from freqtrade.constants import FTHYPT_FILEVERSION, HYPEROPT_BUILTIN_SPACES, Config
 from freqtrade.enums import HyperoptState
 from freqtrade.exceptions import OperationalException
 from freqtrade.misc import deep_merge_dicts, round_dict, safe_value_fallback2
@@ -219,20 +219,21 @@ class HyperoptTools:
             print(rapidjson.dumps(result_dict, default=str, number_mode=HYPER_PARAMS_FILE_FORMAT))
 
         else:
-            HyperoptTools._params_pretty_print(
-                params, "buy", "Buy hyperspace params:", non_optimized
+            all_spaces = list(params.keys() | non_optimized.keys())
+            # Explicitly listed to keep original sort order
+            spaces = ["buy", "sell", "protection", "roi", "stoploss", "trailing", "max_open_trades"]
+            spaces += [s for s in all_spaces if s not in spaces]
+            lookup = {
+                "roi": "ROI",
+                "trailing": "Trailing stop",
+            }
+            for space in spaces:
+                name = lookup.get(
+                    space, space.capitalize() if space in HYPEROPT_BUILTIN_SPACES else space
                 )
+
                 HyperoptTools._params_pretty_print(
-                params, "sell", "Sell hyperspace params:", non_optimized
-            )
-            HyperoptTools._params_pretty_print(
-                params, "protection", "Protection hyperspace params:", non_optimized
-            )
-            HyperoptTools._params_pretty_print(params, "roi", "ROI table:", non_optimized)
-            HyperoptTools._params_pretty_print(params, "stoploss", "Stoploss:", non_optimized)
-            HyperoptTools._params_pretty_print(params, "trailing", "Trailing stop:", non_optimized)
-            HyperoptTools._params_pretty_print(
-                params, "max_open_trades", "Max Open Trades:", non_optimized
+                    params, space, f"{name} parameters:", non_optimized
                 )
 
     @staticmethod

freqtrade/persistence/trade_model.py

@@ -755,6 +755,8 @@ class LocalTrade:
             "precision_mode": self.precision_mode,
             "precision_mode_price": self.precision_mode_price,
             "contract_size": self.contract_size,
+            "nr_of_successful_entries": self.nr_of_successful_entries,
+            "nr_of_successful_exits": self.nr_of_successful_exits,
             "has_open_orders": self.has_open_orders,
             "orders": orders_json,
         }

freqtrade/plugins/pairlist/MarketCapPairList.py

@@ -7,11 +7,10 @@ Provides dynamic pair list based on Market Cap
 import logging
 import math
 
-from cachetools import TTLCache
-
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange.exchange_types import Tickers
 from freqtrade.plugins.pairlist.IPairList import IPairList, PairlistParameter, SupportsBacktesting
+from freqtrade.util import FtTTLCache
 from freqtrade.util.coin_gecko import FtCoinGeckoApi
 
 
@@ -25,18 +24,20 @@ class MarketCapPairList(IPairList):
     def __init__(self, *args, **kwargs) -> None:
         super().__init__(*args, **kwargs)
 
-        if "number_assets" not in self._pairlistconfig:
+        self._mode = self._pairlistconfig.get("mode", "whitelist")
+
+        if (self._mode == "whitelist") and ("number_assets" not in self._pairlistconfig):
             raise OperationalException(
                 "`number_assets` not specified. Please check your configuration "
                 'for "pairlist.config.number_assets"'
             )
 
         self._stake_currency = self._config["stake_currency"]
-        self._number_assets = self._pairlistconfig["number_assets"]
+        self._number_assets = self._pairlistconfig.get("number_assets", 30)
         self._max_rank = self._pairlistconfig.get("max_rank", 30)
         self._refresh_period = self._pairlistconfig.get("refresh_period", 86400)
         self._categories = self._pairlistconfig.get("categories", [])
-        self._marketcap_cache: TTLCache = TTLCache(maxsize=1, ttl=self._refresh_period)
+        self._marketcap_cache: FtTTLCache = FtTTLCache(maxsize=1, ttl=self._refresh_period)
 
         _coingecko_config = self._config.get("coingecko", {})
 
@@ -78,7 +79,9 @@ class MarketCapPairList(IPairList):
         """
         num = self._number_assets
         rank = self._max_rank
-        msg = f"{self.name} - {num} pairs placed within top {rank} market cap."
+        mode = self._mode
+        pair_text = num if (mode == "whitelist") else "blacklisting"
+        msg = f"{self.name} - {pair_text} pairs placed within top {rank} market cap."
         return msg
 
     @staticmethod
@@ -115,6 +118,13 @@ class MarketCapPairList(IPairList):
                 "description": "Refresh period",
                 "help": "Refresh period in seconds",
             },
+            "mode": {
+                "type": "option",
+                "default": "whitelist",
+                "options": ["whitelist", "blacklist"],
+                "description": "Mode of operation",
+                "help": "Mode of operation (whitelist/blacklist)",
+            },
         }
 
     def get_markets_exchange(self):
@@ -186,6 +196,9 @@ class MarketCapPairList(IPairList):
         :return: new whitelist
         """
         marketcap_list = self._marketcap_cache.get("marketcap")
+        mode = self._mode
+        is_whitelist_mode = mode == "whitelist"
+        filtered_pairlist: list[str] = []
 
         default_kwargs = {
             "vs_currency": "usd",
@@ -219,12 +232,10 @@ class MarketCapPairList(IPairList):
                 self._marketcap_cache["marketcap"] = marketcap_list
 
         if marketcap_list:
-            filtered_pairlist: list[str] = []
-
             market = self._exchange._config["trading_mode"]
-            pair_format = f"{self._stake_currency.upper()}"
-            if market == "futures":
-                pair_format += f":{self._stake_currency.upper()}"
+            pair_format = f"{self._stake_currency.upper()}" + (
+                f":{self._stake_currency.upper()}" if market == "futures" else ""
+            )
 
             top_marketcap = marketcap_list[: self._max_rank :]
             markets = self.get_markets_exchange()
@@ -234,13 +245,16 @@ class MarketCapPairList(IPairList):
                 resolved = self.resolve_marketcap_pair(pair, pairlist, markets, filtered_pairlist)
 
                 if resolved:
-                    filtered_pairlist.append(resolved)
+                    if not is_whitelist_mode:
+                        pairlist.remove(resolved)
+                        continue
 
+                    filtered_pairlist.append(resolved)
                     if len(filtered_pairlist) == self._number_assets:
                         break
 
-            if len(filtered_pairlist) > 0:
-                return filtered_pairlist
+        if not is_whitelist_mode:
+            return pairlist
 
         # If no pairs are found, return the original pairlist
-        return []
+        return filtered_pairlist

freqtrade/plugins/pairlist/PercentChangePairList.py

@@ -10,7 +10,6 @@ import logging
 from datetime import timedelta
 from typing import TypedDict
 
-from cachetools import TTLCache
 from pandas import DataFrame
 
 from freqtrade.constants import ListPairsWithTimeframes, PairWithTimeframe
@@ -18,7 +17,7 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_prev_date
 from freqtrade.exchange.exchange_types import Ticker, Tickers
 from freqtrade.plugins.pairlist.IPairList import IPairList, PairlistParameter, SupportsBacktesting
-from freqtrade.util import dt_now, format_ms_time
+from freqtrade.util import FtTTLCache, dt_now, format_ms_time
 
 
 logger = logging.getLogger(__name__)
@@ -47,7 +46,7 @@ class PercentChangePairList(IPairList):
         self._min_value = self._pairlistconfig.get("min_value", None)
         self._max_value = self._pairlistconfig.get("max_value", None)
         self._refresh_period = self._pairlistconfig.get("refresh_period", 1800)
-        self._pair_cache: TTLCache = TTLCache(maxsize=1, ttl=self._refresh_period)
+        self._pair_cache: FtTTLCache = FtTTLCache(maxsize=1, ttl=self._refresh_period)
         self._lookback_days = self._pairlistconfig.get("lookback_days", 0)
         self._lookback_timeframe = self._pairlistconfig.get("lookback_timeframe", "1d")
         self._lookback_period = self._pairlistconfig.get("lookback_period", 0)

freqtrade/plugins/pairlist/RemotePairList.py

@@ -10,7 +10,6 @@ from typing import Any
 
 import rapidjson
 import requests
-from cachetools import TTLCache
 
 from freqtrade import __version__
 from freqtrade.configuration.load_config import CONFIG_PARSE_MODE
@@ -18,6 +17,7 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.exchange.exchange_types import Tickers
 from freqtrade.plugins.pairlist.IPairList import IPairList, PairlistParameter, SupportsBacktesting
 from freqtrade.plugins.pairlist.pairlist_helpers import expand_pairlist
+from freqtrade.util import FtTTLCache
 
 
 logger = logging.getLogger(__name__)
@@ -48,7 +48,7 @@ class RemotePairList(IPairList):
         self._number_pairs = self._pairlistconfig["number_assets"]
         self._refresh_period: int = self._pairlistconfig.get("refresh_period", 1800)
         self._keep_pairlist_on_failure = self._pairlistconfig.get("keep_pairlist_on_failure", True)
-        self._pair_cache: TTLCache = TTLCache(maxsize=1, ttl=self._refresh_period)
+        self._pair_cache: FtTTLCache = FtTTLCache(maxsize=1, ttl=self._refresh_period)
         self._pairlist_url = self._pairlistconfig.get("pairlist_url", "")
         self._read_timeout = self._pairlistconfig.get("read_timeout", 60)
         self._bearer_token = self._pairlistconfig.get("bearer_token", "")
@@ -159,7 +159,7 @@ class RemotePairList(IPairList):
             )
 
             self._refresh_period = remote_refresh_period
-            self._pair_cache = TTLCache(maxsize=1, ttl=remote_refresh_period)
+            self._pair_cache = FtTTLCache(maxsize=1, ttl=remote_refresh_period)
 
         self._init_done = True
 

freqtrade/plugins/pairlist/VolatilityFilter.py

@@ -7,7 +7,6 @@ import sys
 from datetime import timedelta
 
 import numpy as np
-from cachetools import TTLCache
 from pandas import DataFrame
 
 from freqtrade.constants import ListPairsWithTimeframes
@@ -15,7 +14,7 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.exchange.exchange_types import Tickers
 from freqtrade.misc import plural
 from freqtrade.plugins.pairlist.IPairList import IPairList, PairlistParameter, SupportsBacktesting
-from freqtrade.util import dt_floor_day, dt_now, dt_ts
+from freqtrade.util import FtTTLCache, dt_floor_day, dt_now, dt_ts
 
 
 logger = logging.getLogger(__name__)
@@ -38,7 +37,7 @@ class VolatilityFilter(IPairList):
         self._def_candletype = self._config["candle_type_def"]
         self._sort_direction: str | None = self._pairlistconfig.get("sort_direction", None)
 
-        self._pair_cache: TTLCache = TTLCache(maxsize=1000, ttl=self._refresh_period)
+        self._pair_cache: FtTTLCache = FtTTLCache(maxsize=1000, ttl=self._refresh_period)
 
         candle_limit = self._exchange.ohlcv_candle_limit("1d", self._def_candletype)
         if self._days < 1:

freqtrade/plugins/pairlist/VolumePairList.py

@@ -8,14 +8,12 @@ import logging
 from datetime import timedelta
 from typing import Any, Literal
 
-from cachetools import TTLCache
-
 from freqtrade.constants import ListPairsWithTimeframes
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_prev_date
 from freqtrade.exchange.exchange_types import Tickers
 from freqtrade.plugins.pairlist.IPairList import IPairList, PairlistParameter, SupportsBacktesting
-from freqtrade.util import dt_now, format_ms_time
+from freqtrade.util import FtTTLCache, dt_now, format_ms_time
 
 
 logger = logging.getLogger(__name__)
@@ -43,7 +41,7 @@ class VolumePairList(IPairList):
         self._min_value = self._pairlistconfig.get("min_value", 0)
         self._max_value = self._pairlistconfig.get("max_value", None)
         self._refresh_period = self._pairlistconfig.get("refresh_period", 1800)
-        self._pair_cache: TTLCache = TTLCache(maxsize=1, ttl=self._refresh_period)
+        self._pair_cache: FtTTLCache = FtTTLCache(maxsize=1, ttl=self._refresh_period)
         self._lookback_days = self._pairlistconfig.get("lookback_days", 0)
         self._lookback_timeframe = self._pairlistconfig.get("lookback_timeframe", "1d")
         self._lookback_period = self._pairlistconfig.get("lookback_period", 0)

freqtrade/plugins/pairlist/rangestabilityfilter.py

@@ -5,7 +5,6 @@ Rate of change pairlist filter
 import logging
 from datetime import timedelta
 
-from cachetools import TTLCache
 from pandas import DataFrame
 
 from freqtrade.constants import ListPairsWithTimeframes
@@ -13,7 +12,7 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.exchange.exchange_types import Tickers
 from freqtrade.misc import plural
 from freqtrade.plugins.pairlist.IPairList import IPairList, PairlistParameter, SupportsBacktesting
-from freqtrade.util import dt_floor_day, dt_now, dt_ts
+from freqtrade.util import FtTTLCache, dt_floor_day, dt_now, dt_ts
 
 
 logger = logging.getLogger(__name__)
@@ -32,7 +31,7 @@ class RangeStabilityFilter(IPairList):
         self._def_candletype = self._config["candle_type_def"]
         self._sort_direction: str | None = self._pairlistconfig.get("sort_direction", None)
 
-        self._pair_cache: TTLCache = TTLCache(maxsize=1000, ttl=self._refresh_period)
+        self._pair_cache: FtTTLCache = FtTTLCache(maxsize=1000, ttl=self._refresh_period)
 
         candle_limit = self._exchange.ohlcv_candle_limit("1d", self._def_candletype)
         if self._days < 1:

freqtrade/plugins/pairlistmanager.py

@@ -5,7 +5,7 @@ PairList manager class
 import logging
 from functools import partial
 
-from cachetools import LRUCache, TTLCache, cached
+from cachetools import LRUCache, cached
 
 from freqtrade.constants import Config, ListPairsWithTimeframes
 from freqtrade.data.dataprovider import DataProvider
@@ -17,6 +17,7 @@ from freqtrade.mixins import LoggingMixin
 from freqtrade.plugins.pairlist.IPairList import IPairList, SupportsBacktesting
 from freqtrade.plugins.pairlist.pairlist_helpers import expand_pairlist
 from freqtrade.resolvers import PairListResolver
+from freqtrade.util import FtTTLCache
 
 
 logger = logging.getLogger(__name__)
@@ -129,7 +130,7 @@ class PairListManager(LoggingMixin):
         """List of short_desc for each Pairlist Handler"""
         return [{p.name: p.short_desc()} for p in self._pairlist_handlers]
 
-    @cached(TTLCache(maxsize=1, ttl=1800))
+    @cached(FtTTLCache(maxsize=1, ttl=1800))
     def _get_cached_tickers(self) -> Tickers:
         return self._exchange.get_tickers()
 

freqtrade/resolvers/iresolver.py

@@ -148,6 +148,9 @@ class IResolver:
                 logger.debug("Ignoring broken symlink %s", entry)
                 continue
             module_path = entry.resolve()
+            if entry.read_text().find(f"class {object_name}(") == -1:
+                logger.debug(f"Skipping {module_path} as it does not contain class {object_name}.")
+                continue
 
             if obj := next(cls._get_valid_object(module_path, object_name), None):
                 obj[0].__file__ = str(entry)

freqtrade/rpc/api_server/api_schemas.py

@@ -340,6 +340,8 @@ class TradeSchema(BaseModel):
 
     min_rate: float | None = None
     max_rate: float | None = None
+    nr_of_successful_entries: int
+    nr_of_successful_exits: int
     has_open_orders: bool
     orders: list[OrderSchema]
 

freqtrade/rpc/api_server/webserver_bgwork.py

@@ -37,7 +37,7 @@ class ApiBG:
 
     # Generic background jobs
 
-    # TODO: Change this to TTLCache
+    # TODO: Change this to FtTTLCache
     jobs: dict[str, JobsContainer] = {}
     # Pairlist evaluate things
     pairlist_running: bool = False

freqtrade/rpc/fiat_convert.py

@@ -7,11 +7,11 @@ import logging
 from datetime import datetime
 from typing import Any
 
-from cachetools import TTLCache
 from requests.exceptions import RequestException
 
 from freqtrade.constants import SUPPORTED_FIAT, Config
 from freqtrade.mixins.logging_mixin import LoggingMixin
+from freqtrade.util import FtTTLCache
 from freqtrade.util.coin_gecko import FtCoinGeckoApi
 
 
@@ -54,7 +54,7 @@ class CryptoToFiatConverter(LoggingMixin):
 
     def __init__(self, config: Config) -> None:
         # Timeout: 6h
-        self._pair_price: TTLCache = TTLCache(maxsize=500, ttl=6 * 60 * 60)
+        self._pair_price: FtTTLCache = FtTTLCache(maxsize=500, ttl=6 * 60 * 60)
 
         _coingecko_config = config.get("coingecko", {})
         self._coingecko = FtCoinGeckoApi(

freqtrade/rpc/rpc.py

@@ -47,6 +47,7 @@ from freqtrade.util import (
     dt_ts,
     dt_ts_def,
     format_date,
+    format_pct,
     shorten_date,
 )
 from freqtrade.wallets import PositionWallet, Wallet
@@ -302,7 +303,7 @@ class RPC:
         fiat_total_profit_sum = nan
         for trade in self._rpc_trade_status():
             # Format profit as a string with the right sign
-            profit = f"{trade['profit_ratio']:.2%}"
+            profit = f"{format_pct(trade['profit_ratio'])}"
             fiat_profit = trade.get("profit_fiat", None)
             if fiat_profit is None or isnan(fiat_profit):
                 fiat_profit = trade.get("profit_abs", 0.0)

freqtrade/rpc/telegram.py

@@ -48,6 +48,7 @@ from freqtrade.util import (
     fmt_coin,
     fmt_coin2,
     format_date,
+    format_pct,
     round_value,
 )
 
@@ -481,7 +482,7 @@ class Telegram(RPCHandler):
             if is_final_exit:
                 profit_prefix = "Sub "
                 cp_extra = (
-                    f"*Final Profit:* `{msg['final_profit_ratio']:.2%} "
+                    f"*Final Profit:* `{format_pct(msg['final_profit_ratio'])} "
                     f"({msg['cumulative_profit']:.8f} {msg['quote_currency']}{cp_fiat})`\n"
                 )
             else:
@@ -497,7 +498,7 @@ class Telegram(RPCHandler):
             f"{exit_wording} {msg['pair']} (#{msg['trade_id']})\n"
             f"{self._add_analyzed_candle(msg['pair'])}"
             f"*{f'{profit_prefix}Profit' if is_fill else f'Unrealized {profit_prefix}Profit'}:* "
-            f"`{msg['profit_ratio']:.2%}{profit_extra}`\n"
+            f"`{format_pct(msg['profit_ratio'])}{profit_extra}`\n"
             f"{cp_extra}"
             f"{enter_tag}"
             f"*Exit Reason:* `{msg['exit_reason']}`\n"
@@ -670,14 +671,14 @@ class Telegram(RPCHandler):
                 # TODO: This calculation ignores fees.
                 price_to_1st_entry = (cur_entry_average - first_avg) / first_avg
                 if is_open:
-                    lines.append("({})".format(dt_humanize_delta(order["order_filled_date"])))
+                    lines.append(f"({dt_humanize_delta(order['order_filled_date'])})")
                 lines.append(
                     f"*Amount:* {round_value(cur_entry_amount, 8)} "
                     f"({fmt_coin(order['cost'], quote_currency)})"
                 )
                 lines.append(
                     f"*Average {wording} Price:* {round_value(cur_entry_average, 8)} "
-                    f"({price_to_1st_entry:.2%} from 1st entry rate)"
+                    f"({format_pct(price_to_1st_entry)} from 1st entry rate)"
                 )
                 lines.append(f"*Order Filled:* {order['order_filled_date']}")
 
@@ -701,7 +702,7 @@ class Telegram(RPCHandler):
 
         results = self._rpc._rpc_trade_status(trade_ids=trade_ids)
         for r in results:
-            lines = ["*Order List for Trade #*`{trade_id}`"]
+            lines = [f"*Order List for Trade #*`{r['trade_id']}`"]
 
             lines_detail = self._prepare_order_details(
                 r["orders"], r["quote_currency"], r["is_open"]
@@ -720,10 +721,10 @@ class Telegram(RPCHandler):
                 if (len(msg) + len(line) + 1) < MAX_MESSAGE_LENGTH:
                     msg += line + "\n"
                 else:
-                    await self._send_msg(msg.format(**r))
-                    msg = "*Order List for Trade #*`{trade_id}` - continued\n" + line + "\n"
+                    await self._send_msg(msg)
+                    msg = f"*Order List for Trade #*`{r['trade_id']}` - continued\n" + line + "\n"
 
-        await self._send_msg(msg.format(**r))
+        await self._send_msg(msg)
 
     @authorized_only
     async def _status(self, update: Update, context: CallbackContext) -> None:
@@ -757,15 +758,7 @@ class Telegram(RPCHandler):
         max_entries = self._config.get("max_entry_position_adjustment", -1)
         for r in results:
             r["open_date_hum"] = dt_humanize_delta(r["open_date"])
-            r["num_entries"] = len([o for o in r["orders"] if o["ft_is_entry"]])
-            r["num_exits"] = len(
-                [
-                    o
-                    for o in r["orders"]
-                    if not o["ft_is_entry"] and not o["ft_order_side"] == "stoploss"
-                ]
-            )
-            r["exit_reason"] = r.get("exit_reason", "")
+
             r["stake_amount_r"] = fmt_coin(r["stake_amount"], r["quote_currency"])
             r["max_stake_amount_r"] = fmt_coin(
                 r["max_stake_amount"] or r["stake_amount"], r["quote_currency"]
@@ -774,26 +767,25 @@ class Telegram(RPCHandler):
             r["realized_profit_r"] = fmt_coin(r["realized_profit"], r["quote_currency"])
             r["total_profit_abs_r"] = fmt_coin(r["total_profit_abs"], r["quote_currency"])
             lines = [
-                "*Trade ID:* `{trade_id}`" + (" `(since {open_date_hum})`" if r["is_open"] else ""),
-                "*Current Pair:* {pair}",
+                f"*Trade ID:* `{r['trade_id']}`"
+                + (f" `(since {r['open_date_hum']})`" if r["is_open"] else ""),
+                f"*Current Pair:* {r['pair']}",
                 (
                     f"*Direction:* {'`Short`' if r.get('is_short') else '`Long`'}"
-                    + " ` ({leverage}x)`"
-                    if r.get("leverage")
-                    else ""
+                    + (f" ` ({r['leverage']}x)`" if r.get("leverage") else "")
                 ),
-                "*Amount:* `{amount} ({stake_amount_r})`",
-                "*Total invested:* `{max_stake_amount_r}`" if position_adjust else "",
-                "*Enter Tag:* `{enter_tag}`" if r["enter_tag"] else "",
-                "*Exit Reason:* `{exit_reason}`" if r["exit_reason"] else "",
+                f"*Amount:* `{r['amount']} ({r['stake_amount_r']})`",
+                f"*Total invested:* `{r['max_stake_amount_r']}`" if position_adjust else "",
+                f"*Enter Tag:* `{r['enter_tag']}`" if r["enter_tag"] else "",
+                f"*Exit Reason:* `{r['exit_reason']}`" if r.get("exit_reason") else "",
             ]
 
             if position_adjust:
                 max_buy_str = f"/{max_entries + 1}" if (max_entries > 0) else ""
                 lines.extend(
                     [
-                        "*Number of Entries:* `{num_entries}" + max_buy_str + "`",
-                        "*Number of Exits:* `{num_exits}`",
+                        f"*Number of Entries:* `{r['nr_of_successful_entries']}{max_buy_str}`",
+                        f"*Number of Exits:* `{r['nr_of_successful_exits']}`",
                     ]
                 )
 
@@ -801,53 +793,62 @@ class Telegram(RPCHandler):
                 [
                     f"*Open Rate:* `{round_value(r['open_rate'], 8)}`",
                     f"*Close Rate:* `{round_value(r['close_rate'], 8)}`" if r["close_rate"] else "",
-                    "*Open Date:* `{open_date}`",
-                    "*Close Date:* `{close_date}`" if r["close_date"] else "",
+                    f"*Open Date:* `{r['open_date']}`",
+                    f"*Close Date:* `{r['close_date']}`" if r["close_date"] else "",
                     (
                         f" \n*Current Rate:* `{round_value(r['current_rate'], 8)}`"
                         if r["is_open"]
                         else ""
                     ),
                     ("*Unrealized Profit:* " if r["is_open"] else "*Close Profit: *")
-                    + "`{profit_ratio:.2%}` `({profit_abs_r})`",
+                    + f"`{format_pct(r['profit_ratio'])}` `({r['profit_abs_r']})`",
                 ]
             )
 
             if r["is_open"]:
-                if r.get("realized_profit"):
-                    lines.extend(
-                        [
-                            "*Realized Profit:* `{realized_profit_ratio:.2%} "
-                            "({realized_profit_r})`",
-                            "*Total Profit:* `{total_profit_ratio:.2%} ({total_profit_abs_r})`",
-                        ]
+                if (
+                    r.get("realized_profit") is not None
+                    and r.get("realized_profit_ratio") is not None
+                ):
+                    lines.append(
+                        f"*Realized Profit:* `{format_pct(r['realized_profit_ratio'])} "
+                        f"({r['realized_profit_r']})`"
+                    )
+                if r.get("total_profit_ratio") is not None:
+                    lines.append(
+                        f"*Total Profit:* `{format_pct(r['total_profit_ratio'])} "
+                        f"({r['total_profit_abs_r']})`"
                     )
 
                 # Append empty line to improve readability
                 lines.append(" ")
+                # Adding liquidation only if it is not None
+                if liquidation := r.get("liquidation_price"):
+                    lines.append(f"*Liquidation:* `{round_value(liquidation, 8)}`")
+
                 if (
                     r["stop_loss_abs"] != r["initial_stop_loss_abs"]
                     and r["initial_stop_loss_ratio"] is not None
                 ):
                     # Adding initial stoploss only if it is different from stoploss
                     lines.append(
-                        "*Initial Stoploss:* `{initial_stop_loss_abs:.8f}` "
-                        "`({initial_stop_loss_ratio:.2%})`"
+                        f"*Initial Stoploss:* `{r['initial_stop_loss_abs']:.8f}` "
+                        f"`({format_pct(r['initial_stop_loss_ratio'])})`"
                     )
 
                 # Adding stoploss and stoploss percentage only if it is not None
                 lines.append(
                     f"*Stoploss:* `{round_value(r['stop_loss_abs'], 8)}` "
-                    + ("`({stop_loss_ratio:.2%})`" if r["stop_loss_ratio"] else "")
+                    + (f"`({format_pct(r['stop_loss_ratio'])})`" if r["stop_loss_ratio"] else "")
                 )
                 lines.append(
                     f"*Stoploss distance:* `{round_value(r['stoploss_current_dist'], 8)}` "
-                    "`({stoploss_current_dist_ratio:.2%})`"
+                    f"`({format_pct(r['stoploss_current_dist_ratio'])})`"
                 )
-                if r.get("open_orders"):
+                if open_orders := r.get("open_orders"):
                     lines.append(
-                        "*Open Order:* `{open_orders}`"
-                        + ("- `{exit_order_status}`" if r["exit_order_status"] else "")
+                        f"*Open Order:* `{open_orders}`"
+                        + (f"- `{r['exit_order_status']}`" if r["exit_order_status"] else "")
                     )
 
             await self.__send_status_msg(lines, r)
@@ -863,10 +864,10 @@ class Telegram(RPCHandler):
                 if (len(msg) + len(line) + 1) < MAX_MESSAGE_LENGTH:
                     msg += line + "\n"
                 else:
-                    await self._send_msg(msg.format(**r))
-                    msg = "*Trade ID:* `{trade_id}` - continued\n" + line + "\n"
+                    await self._send_msg(msg)
+                    msg = f"*Trade ID:* `{r['trade_id']}` - continued\n" + line + "\n"
 
-        await self._send_msg(msg.format(**r))
+        await self._send_msg(msg)
 
     @authorized_only
     async def _status_table(self, update: Update, context: CallbackContext) -> None:
@@ -953,7 +954,7 @@ class Telegram(RPCHandler):
                     f"{period['date']:{val.dateformat}} ({period['trade_count']})",
                     f"{fmt_coin(period['abs_profit'], stats['stake_currency'])}",
                     f"{period['fiat_value']:.2f} {stats['fiat_display_currency']}",
-                    f"{period['rel_profit']:.2%}",
+                    f"{format_pct(period['rel_profit'])}",
                 ]
                 for period in stats["data"]
             ],
@@ -1069,7 +1070,7 @@ class Telegram(RPCHandler):
             markdown_msg = (
                 f"{closed_roi_label}\n"
                 f"∙ `{fmt_coin(profit_closed_coin, stake_cur)} "
-                f"({profit_closed_ratio_mean:.2%}) "
+                f"({format_pct(profit_closed_ratio_mean)}) "
                 f"({profit_closed_percent} \N{GREEK CAPITAL LETTER SIGMA}%)`\n"
                 f"{fiat_closed_trades}"
             )
@@ -1082,7 +1083,7 @@ class Telegram(RPCHandler):
         markdown_msg += (
             f"{all_roi_label}\n"
             f"∙ `{fmt_coin(profit_all_coin, stake_cur)} "
-            f"({profit_all_ratio_mean:.2%}) "
+            f"({format_pct(profit_all_ratio_mean)}) "
             f"({profit_all_percent} \N{GREEK CAPITAL LETTER SIGMA}%)`\n"
             f"{fiat_all_trades}"
             f"*Total Trade Count:* `{trade_count}`\n"
@@ -1091,7 +1092,7 @@ class Telegram(RPCHandler):
             f"`{first_trade_date}`\n"
             f"*Latest Trade opened:* `{latest_trade_date}`\n"
             f"*Win / Loss:* `{stats['winning_trades']} / {stats['losing_trades']}`\n"
-            f"*Winrate:* `{winrate:.2%}`\n"
+            f"*Winrate:* `{format_pct(winrate)}`\n"
             f"*Expectancy (Ratio):* `{expectancy:.2f} ({expectancy_ratio:.2f})`"
         )
 
@@ -1099,16 +1100,16 @@ class Telegram(RPCHandler):
             markdown_msg += (
                 f"\n*Avg. Duration:* `{avg_duration}`\n"
                 f"*Best Performing:* `{best_pair}: {best_pair_profit_abs} "
-                f"({best_pair_profit_ratio:.2%})`\n"
+                f"({format_pct(best_pair_profit_ratio)})`\n"
                 f"*Trading volume:* `{fmt_coin(stats['trading_volume'], stake_cur)}`\n"
                 f"*Profit factor:* `{stats['profit_factor']:.2f}`\n"
-                f"*Max Drawdown:* `{stats['max_drawdown']:.2%} "
+                f"*Max Drawdown:* `{format_pct(stats['max_drawdown'])} "
                 f"({fmt_coin(stats['max_drawdown_abs'], stake_cur)})`\n"
                 f"    from `{stats['max_drawdown_start']} "
                 f"({fmt_coin(stats['drawdown_high'], stake_cur)})`\n"
                 f"    to `{stats['max_drawdown_end']} "
                 f"({fmt_coin(stats['drawdown_low'], stake_cur)})`\n"
-                f"*Current Drawdown:* `{stats['current_drawdown']:.2%} "
+                f"*Current Drawdown:* `{format_pct(stats['current_drawdown'])} "
                 f"({fmt_coin(stats['current_drawdown_abs'], stake_cur)})`\n"
                 f"    from `{stats['current_drawdown_start']} "
                 f"({fmt_coin(stats['current_drawdown_high'], stake_cur)})`\n"
@@ -1561,7 +1562,7 @@ class Telegram(RPCHandler):
                     dt_humanize_delta(dt_from_ts(trade["close_timestamp"])),
                     f"{trade['pair']} (#{trade['trade_id']}"
                     f"{(' ' + ('S' if trade['is_short'] else 'L')) if nonspot else ''})",
-                    f"{(trade['close_profit']):.2%} ({trade['close_profit_abs']})",
+                    f"{format_pct(trade['close_profit'])} ({trade['close_profit_abs']})",
                 ]
                 for trade in trades["trades"]
             ],
@@ -1625,7 +1626,7 @@ class Telegram(RPCHandler):
             stat_line = (
                 f"{i + 1}.\t <code>{trade['pair']}\t"
                 f"{fmt_coin(trade['profit_abs'], self._config['stake_currency'])} "
-                f"({trade['profit_ratio']:.2%}) "
+                f"({format_pct(trade['profit_ratio'])}) "
                 f"({trade['count']})</code>\n"
             )
 
@@ -1662,7 +1663,7 @@ class Telegram(RPCHandler):
             stat_line = (
                 f"{i + 1}.\t `{trade['enter_tag']}\t"
                 f"{fmt_coin(trade['profit_abs'], self._config['stake_currency'])} "
-                f"({trade['profit_ratio']:.2%}) "
+                f"({format_pct(trade['profit_ratio'])}) "
                 f"({trade['count']})`\n"
             )
 
@@ -1699,7 +1700,7 @@ class Telegram(RPCHandler):
             stat_line = (
                 f"{i + 1}.\t `{trade['exit_reason']}\t"
                 f"{fmt_coin(trade['profit_abs'], self._config['stake_currency'])} "
-                f"({trade['profit_ratio']:.2%}) "
+                f"({format_pct(trade['profit_ratio'])}) "
                 f"({trade['count']})`\n"
             )
 
@@ -1736,7 +1737,7 @@ class Telegram(RPCHandler):
             stat_line = (
                 f"{i + 1}.\t `{trade['mix_tag']}\t"
                 f"{fmt_coin(trade['profit_abs'], self._config['stake_currency'])} "
-                f"({trade['profit_ratio']:.2%}) "
+                f"({format_pct(trade['profit_ratio'])}) "
                 f"({trade['count']})`\n"
             )
 

freqtrade/strategy/hyper.py

@@ -4,9 +4,9 @@ This module defines a base class for auto-hyperoptable strategies.
 """
 
 import logging
+from collections import defaultdict
 from collections.abc import Iterator
 from pathlib import Path
-from typing import Any
 
 from freqtrade.constants import Config
 from freqtrade.exceptions import OperationalException
@@ -18,6 +18,11 @@ from freqtrade.strategy.parameters import BaseParameter
 logger = logging.getLogger(__name__)
 
 
+# Type aliases
+SpaceParams = dict[str, BaseParameter]
+AllSpaceParams = dict[str, SpaceParams]
+
+
 class HyperStrategyMixin:
     """
     A helper base class which allows HyperOptAuto class to reuse implementations of buy/sell
@@ -29,48 +34,23 @@ class HyperStrategyMixin:
         Initialize hyperoptable strategy mixin.
         """
         self.config = config
-        self.ft_buy_params: list[BaseParameter] = []
-        self.ft_sell_params: list[BaseParameter] = []
-        self.ft_protection_params: list[BaseParameter] = []
+        self._ft_hyper_params: AllSpaceParams = {}
 
         params = self.load_params_from_file()
         params = params.get("params", {})
         self._ft_params_from_file = params
         # Init/loading of parameters is done as part of ft_bot_start().
 
-    def enumerate_parameters(
-        self, category: str | None = None
-    ) -> Iterator[tuple[str, BaseParameter]]:
+    def enumerate_parameters(self, space: str | None = None) -> Iterator[tuple[str, BaseParameter]]:
         """
         Find all optimizable parameters and return (name, attr) iterator.
-        :param category:
+        :param space: parameter space to filter for, or None for all spaces.
         :return:
         """
-        if category not in ("buy", "sell", "protection", None):
-            raise OperationalException(
-                'Category must be one of: "buy", "sell", "protection", None.'
-            )
-
-        if category is None:
-            params = self.ft_buy_params + self.ft_sell_params + self.ft_protection_params
-        else:
-            params = getattr(self, f"ft_{category}_params")
-
-        for par in params:
+        for space in [c for c in self._ft_hyper_params if space is None or c == space]:
+            for par in self._ft_hyper_params[space].values():
                 yield par.name, par
 
-    @classmethod
-    def detect_all_parameters(cls) -> dict:
-        """Detect all parameters and return them as a list"""
-        params: dict[str, Any] = {
-            "buy": list(detect_parameters(cls, "buy")),
-            "sell": list(detect_parameters(cls, "sell")),
-            "protection": list(detect_parameters(cls, "protection")),
-        }
-        params.update({"count": len(params["buy"] + params["sell"] + params["protection"])})
-
-        return params
-
     def ft_load_params_from_file(self) -> None:
         """
         Load Parameters from parameter file
@@ -110,20 +90,13 @@ class HyperStrategyMixin:
         * Parameters defined in parameters objects (buy_params, sell_params, ...)
         * Parameter defaults
         """
+        self._ft_hyper_params = detect_all_parameters(self)
 
-        buy_params = deep_merge_dicts(
-            self._ft_params_from_file.get("buy", {}), getattr(self, "buy_params", {})
+        for space in self._ft_hyper_params.keys():
+            params_values = deep_merge_dicts(
+                self._ft_params_from_file.get(space, {}), getattr(self, f"{space}_params", {})
             )
-        sell_params = deep_merge_dicts(
-            self._ft_params_from_file.get("sell", {}), getattr(self, "sell_params", {})
-        )
-        protection_params = deep_merge_dicts(
-            self._ft_params_from_file.get("protection", {}), getattr(self, "protection_params", {})
-        )
-
-        self._ft_load_params(buy_params, "buy", hyperopt)
-        self._ft_load_params(sell_params, "sell", hyperopt)
-        self._ft_load_params(protection_params, "protection", hyperopt)
+            self._ft_load_params(self._ft_hyper_params[space], params_values, space, hyperopt)
 
     def load_params_from_file(self) -> dict:
         filename_str = getattr(self, "__file__", "")
@@ -145,72 +118,73 @@ class HyperStrategyMixin:
 
         return {}
 
-    def _ft_load_params(self, params: dict, space: str, hyperopt: bool = False) -> None:
+    def _ft_load_params(
+        self, params: SpaceParams, param_values: dict, space: str, hyperopt: bool = False
+    ) -> None:
         """
         Set optimizable parameter values.
         :param params: Dictionary with new parameter values.
         """
-        if not params:
+        if not param_values:
             logger.info(f"No params for {space} found, using default values.")
-        param_container: list[BaseParameter] = getattr(self, f"ft_{space}_params")
 
-        for attr_name, attr in detect_parameters(self, space):
-            attr.name = attr_name
-            attr.in_space = hyperopt and HyperoptTools.has_space(self.config, space)
-            if not attr.category:
-                attr.category = space
+        for param_name, param in params.items():
+            param.in_space = hyperopt and HyperoptTools.has_space(self.config, space)
+            if not param.space:
+                param.space = space
 
-            param_container.append(attr)
-
-            if params and attr_name in params:
-                if attr.load:
-                    attr.value = params[attr_name]
-                    logger.info(f"Strategy Parameter: {attr_name} = {attr.value}")
+            if param_values and param_name in param_values:
+                if param.load:
+                    param.value = param_values[param_name]
+                    logger.info(f"Strategy Parameter: {param_name} = {param.value}")
                 else:
                     logger.warning(
-                        f'Parameter "{attr_name}" exists, but is disabled. '
-                        f'Default value "{attr.value}" used.'
+                        f'Parameter "{param_name}" exists, but is disabled. '
+                        f'Default value "{param.value}" used.'
                     )
             else:
-                logger.info(f"Strategy Parameter(default): {attr_name} = {attr.value}")
+                logger.info(f"Strategy Parameter(default): {param_name} = {param.value}")
 
     def get_no_optimize_params(self) -> dict[str, dict]:
         """
         Returns list of Parameters that are not part of the current optimize job
         """
-        params: dict[str, dict] = {
-            "buy": {},
-            "sell": {},
-            "protection": {},
-        }
+        params: dict[str, dict] = defaultdict(dict)
         for name, p in self.enumerate_parameters():
-            if p.category and (not p.optimize or not p.in_space):
-                params[p.category][name] = p.value
+            if p.space and (not p.optimize or not p.in_space):
+                params[p.space][name] = p.value
         return params
 
 
-def detect_parameters(
-    obj: HyperStrategyMixin | type[HyperStrategyMixin], category: str
-) -> Iterator[tuple[str, BaseParameter]]:
+def detect_all_parameters(
+    obj: HyperStrategyMixin | type[HyperStrategyMixin],
+) -> AllSpaceParams:
     """
-    Detect all parameters for 'category' for "obj"
+    Detect all hyperoptable parameters for this object.
     :param obj: Strategy object or class
-    :param category: category - usually `'buy', 'sell', 'protection',...
+    :return: Dictionary of detected parameters by space
     """
+    auto_categories = ["buy", "sell", "enter", "exit", "protection"]
+    result: AllSpaceParams = defaultdict(dict)
     for attr_name in dir(obj):
-        if not attr_name.startswith("__"):  # Ignore internals, not strictly necessary.
+        if attr_name.startswith("__"):  # Ignore internals
+            continue
         attr = getattr(obj, attr_name)
-            if issubclass(attr.__class__, BaseParameter):
-                if (
-                    attr_name.startswith(category + "_")
-                    and attr.category is not None
-                    and attr.category != category
-                ):
-                    raise OperationalException(
-                        f"Inconclusive parameter name {attr_name}, category: {attr.category}."
-                    )
+        if not issubclass(attr.__class__, BaseParameter):
+            continue
+        if not attr.space:
+            # space auto detection
+            for space in auto_categories:
+                if attr_name.startswith(space + "_"):
+                    attr.space = space
+                    break
+        if attr.space is None:
+            raise OperationalException(f"Cannot determine parameter space for {attr_name}.")
 
-                if category == attr.category or (
-                    attr_name.startswith(category + "_") and attr.category is None
-                ):
-                    yield attr_name, attr
+        if attr.space in ("all", "default") or attr.space.isidentifier() is False:
+            raise OperationalException(
+                f"'{attr.space}' is not a valid space. Parameter: {attr_name}."
+            )
+        attr.name = attr_name
+        result[attr.space][attr_name] = attr
+    return result

freqtrade/strategy/parameters.py

@@ -32,7 +32,7 @@ class BaseParameter(ABC):
     Defines a parameter that can be optimized by hyperopt.
     """
 
-    category: str | None
+    space: str | None
     default: Any
     value: Any
     in_space: bool = False
@@ -49,9 +49,9 @@ class BaseParameter(ABC):
     ):
         """
         Initialize hyperopt-optimizable parameter.
-        :param space: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
-         parameter field
-         name is prefixed with 'buy_' or 'sell_'.
+        :param space: The parameter space. Can be 'buy', 'sell', or a string that's also a
+                valid python identifier.
+                This parameter is optional if parameter name is prefixed with 'buy_' or 'sell_'.
         :param optimize: Include parameter in hyperopt optimizations.
         :param load: Load parameter value from {space}_params.
         :param kwargs: Extra parameters to optuna.distributions.
@@ -61,7 +61,7 @@ class BaseParameter(ABC):
             raise OperationalException(
                 "Name is determined by parameter field name and can not be specified manually."
             )
-        self.category = space
+        self.space = space
         self._space_params = kwargs
         self.value = default
         self.optimize = optimize
@@ -109,8 +109,9 @@ class NumericParameter(BaseParameter):
         :param high: Upper end (inclusive) of optimization space.
                      Must be none of entire range is passed first parameter.
         :param default: A default value.
-        :param space: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
-                      parameter fieldname is prefixed with 'buy_' or 'sell_'.
+        :param space: The parameter space. Can be 'buy', 'sell', or a string that's also a
+                valid python identifier.
+                This parameter is optional if parameter name is prefixed with 'buy_' or 'sell_'.
         :param optimize: Include parameter in hyperopt optimizations.
         :param load: Load parameter value from {space}_params.
         :param kwargs: Extra parameters to optuna.distributions.*.
@@ -151,8 +152,9 @@ class IntParameter(NumericParameter):
         :param high: Upper end (inclusive) of optimization space.
                      Must be none of entire range is passed first parameter.
         :param default: A default value.
-        :param space: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
-                      parameter fieldname is prefixed with 'buy_' or 'sell_'.
+        :param space: The parameter space. Can be 'buy', 'sell', or a string that's also a
+                valid python identifier.
+                This parameter is optional if parameter name is prefixed with 'buy_' or 'sell_'.
         :param optimize: Include parameter in hyperopt optimizations.
         :param load: Load parameter value from {space}_params.
         :param kwargs: Extra parameters to optuna.distributions.IntDistribution.
@@ -205,8 +207,9 @@ class RealParameter(NumericParameter):
         :param high: Upper end (inclusive) of optimization space.
                      Must be none if entire range is passed first parameter.
         :param default: A default value.
-        :param space: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
-                      parameter fieldname is prefixed with 'buy_' or 'sell_'.
+        :param space: The parameter space. Can be 'buy', 'sell', or a string that's also a
+                valid python identifier.
+                This parameter is optional if parameter name is prefixed with 'buy_' or 'sell_'.
         :param optimize: Include parameter in hyperopt optimizations.
         :param load: Load parameter value from {space}_params.
         :param kwargs: Extra parameters to optuna.distributions.FloatDistribution.
@@ -245,8 +248,9 @@ class DecimalParameter(NumericParameter):
                      Must be none if entire range is passed first parameter.
         :param default: A default value.
         :param decimals: A number of decimals after floating point to be included in testing.
-        :param space: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
-                      parameter fieldname is prefixed with 'buy_' or 'sell_'.
+        :param space: The parameter space. Can be 'buy', 'sell', or a string that's also a
+                valid python identifier.
+                This parameter is optional if parameter name is prefixed with 'buy_' or 'sell_'.
         :param optimize: Include parameter in hyperopt optimizations.
         :param load: Load parameter value from {space}_params.
         :param kwargs: Extra parameters to optuna's NumericParameter.
@@ -311,9 +315,9 @@ class CategoricalParameter(BaseParameter):
         :param categories: Optimization space, [a, b, ...].
         :param default: A default value. If not specified, first item from specified space will be
                 used.
-        :param space: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
-         parameter field
-         name is prefixed with 'buy_' or 'sell_'.
+        :param space: The parameter space. Can be 'buy', 'sell', or a string that's also a
+                valid python identifier.
+                This parameter is optional if parameter name is prefixed with 'buy_' or 'sell_'.
         :param optimize: Include parameter in hyperopt optimizations.
         :param load: Load parameter value from {space}_params.
         :param kwargs: Compatibility. Optuna's CategoricalDistribution does not
@@ -362,9 +366,9 @@ class BooleanParameter(CategoricalParameter):
         It's a shortcut to `CategoricalParameter([True, False])`.
         :param default: A default value. If not specified, first item from specified space will be
                 used.
-        :param space: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
-         parameter field
-         name is prefixed with 'buy_' or 'sell_'.
+        :param space: The parameter space. Can be 'buy', 'sell', or a string that's also a
+                valid python identifier.
+                This parameter is optional if parameter name is prefixed with 'buy_' or 'sell_'.
         :param optimize: Include parameter in hyperopt optimizations.
         :param load: Load parameter value from {space}_params.
         :param kwargs: Extra parameters to optuna.distributions.CategoricalDistribution.

freqtrade/templates/sample_strategy.py

@@ -96,7 +96,9 @@ class SampleStrategy(IStrategy):
     buy_rsi = IntParameter(low=1, high=50, default=30, space="buy", optimize=True, load=True)
     sell_rsi = IntParameter(low=50, high=100, default=70, space="sell", optimize=True, load=True)
     short_rsi = IntParameter(low=51, high=100, default=70, space="sell", optimize=True, load=True)
-    exit_short_rsi = IntParameter(low=1, high=50, default=30, space="buy", optimize=True, load=True)
+    exit_short_rsi = IntParameter(
+        low=1, high=50, default=30, space="exit", optimize=True, load=True
+    )
 
     # Number of candles the strategy requires before producing valid signals
     startup_candle_count: int = 200

freqtrade/util/__init__.py

@@ -18,9 +18,11 @@ from freqtrade.util.formatters import (
     fmt_coin,
     fmt_coin2,
     format_duration,
+    format_pct,
     round_value,
 )
 from freqtrade.util.ft_precise import FtPrecise
+from freqtrade.util.ft_ttlcache import FtTTLCache
 from freqtrade.util.measure_time import MeasureTime
 from freqtrade.util.periodic_cache import PeriodicCache
 from freqtrade.util.progress_tracker import (  # noqa F401
@@ -44,6 +46,7 @@ __all__ = [
     "format_date",
     "format_ms_time",
     "format_ms_time_det",
+    "format_pct",
     "get_dry_run_wallet",
     "FtPrecise",
     "PeriodicCache",
@@ -57,4 +60,5 @@ __all__ = [
     "print_rich_table",
     "print_df_rich_table",
     "CustomProgress",
+    "FtTTLCache",
 ]

freqtrade/util/formatters.py

@@ -1,5 +1,7 @@
 from datetime import timedelta
 
+from numpy import isnan
+
 from freqtrade.constants import DECIMAL_PER_COIN_FALLBACK, DECIMALS_PER_COIN
 
 
@@ -29,6 +31,8 @@ def round_value(value: float, decimals: int, keep_trailing_zeros=False) -> str:
     :param keep_trailing_zeros: Keep trailing zeros "222.200" vs. "222.2"
     :return: Rounded value as string
     """
+    if isnan(value):
+        return "N/A"
     val = f"{value:.{decimals}f}"
     if not keep_trailing_zeros:
         val = strip_trailing_zeros(val)
@@ -80,3 +84,15 @@ def format_duration(td: timedelta) -> str:
     h, r = divmod(td.seconds, 3600)
     m, _ = divmod(r, 60)
     return f"{d}d {h:02d}:{m:02d}"
+
+
+def format_pct(value: float | None) -> str:
+    """
+    Format a float value as percentage string with 2 decimals
+    None and NaN values are formatted as "N/A"
+    :param value: Float value to format
+    :return: Formatted percentage string
+    """
+    if value is None or isnan(value):
+        return "N/A"
+    return f"{value:.2%}"

freqtrade/util/ft_ttlcache.py

@@ -0,0 +1,12 @@
+import time
+
+from cachetools import TTLCache
+
+
+class FtTTLCache(TTLCache):
+    """
+    A TTLCache with a different default timer to allow for easier mocking in tests.
+    """
+
+    def __init__(self, maxsize, ttl, timer=time.time, getsizeof=None):
+        super().__init__(maxsize=maxsize, ttl=ttl, timer=timer, getsizeof=getsizeof)

freqtrade/util/measure_time.py

@@ -2,7 +2,7 @@ import logging
 import time
 from collections.abc import Callable
 
-from cachetools import TTLCache
+from freqtrade.util import FtTTLCache
 
 
 logger = logging.getLogger(__name__)
@@ -27,7 +27,7 @@ class MeasureTime:
         """
         self._callback = callback
         self._time_limit = time_limit
-        self.__cache: TTLCache = TTLCache(maxsize=1, ttl=ttl)
+        self.__cache: FtTTLCache = FtTTLCache(maxsize=1, ttl=ttl)
 
     def __enter__(self):
         self._start = time.time()

freqtrade/util/migrations/__init__.py

@@ -1,12 +1,23 @@
 from freqtrade.exchange import Exchange
-from freqtrade.util.migrations.binance_mig import migrate_binance_futures_data
+from freqtrade.util.migrations.binance_mig import (
+    migrate_binance_futures_data,
+    migrate_binance_futures_names,
+)
 from freqtrade.util.migrations.funding_rate_mig import migrate_funding_fee_timeframe
 
 
-def migrate_data(config, exchange: Exchange | None = None):
+def migrate_data(config, exchange: Exchange | None = None) -> None:
     """
     Migrate persisted data from old formats to new formats
     """
     migrate_binance_futures_data(config)
 
     migrate_funding_fee_timeframe(config, exchange)
+
+
+def migrate_live_content(config, exchange: Exchange | None = None) -> None:
+    """
+    Migrate database content from old formats to new formats
+    Used for dry/live mode.
+    """
+    migrate_binance_futures_names(config)

freqtrade/util/migrations/binance_mig.py

@@ -14,6 +14,10 @@ logger = logging.getLogger(__name__)
 
 
 def migrate_binance_futures_names(config: Config):
+    """
+    Migrate binance futures names in both database and data files.
+    This is needed because ccxt naming changed from "BTC/USDT" to "BTC/USDT:USDT"
+    """
     if not (
         config.get("trading_mode", TradingMode.SPOT) == TradingMode.FUTURES
         and config["exchange"]["name"] == "binance"

ft_client/freqtrade_client/__init__.py

@@ -1,7 +1,7 @@
 from freqtrade_client.ft_rest_client import FtRestClient
 
 
-__version__ = "2025.10"
+__version__ = "2025.11-dev"
 
 if "dev" in __version__:
     from pathlib import Path

ft_client/freqtrade_client/ft_client.py

@@ -82,7 +82,7 @@ def print_commands():
 
 
 def main_exec(parsed: dict[str, Any]):
-    if parsed.get("show"):
+    if parsed.get("show") or parsed.get("command") in ("show", "help"):
         print_commands()
         sys.exit()
 

pyproject.toml

@@ -183,6 +183,7 @@ skip_glob = ["**/.env*", "**/env/*", "**/.venv/*", "**/docs/*", "**/user_data/*"
 known_first_party = ["freqtrade_client"]
 
 [tool.pytest.ini_options]
+# TODO: should be migrated to [tool.pytest] as support for this was added in 9.0
 log_format = "%(asctime)s %(levelname)s %(message)s"
 log_date_format = "%Y-%m-%d %H:%M:%S"
 

requirements-dev.txt

@@ -6,11 +6,11 @@
 -r requirements-freqai-rl.txt
 -r docs/requirements-docs.txt
 
-ruff==0.14.1
+ruff==0.14.5
 mypy==1.18.2
-pre-commit==4.3.0
-pytest==8.4.2
-pytest-asyncio==1.2.0
+pre-commit==4.4.0
+pytest==9.0.1
+pytest-asyncio==1.3.0
 pytest-cov==7.0.0
 pytest-mock==3.15.1
 pytest-random-order==1.2.0
@@ -18,15 +18,15 @@ pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 isort==7.0.0
 # For datetime mocking
-time-machine==2.19.0
+time-machine==3.0.0
 
 # Convert jupyter notebooks to markdown documents
 nbconvert==7.16.6
 
 # mypy types
-scipy-stubs==1.16.2.4  # keep in sync with `scipy` in `requirements-hyperopt.txt`
+scipy-stubs==1.16.3.0  # keep in sync with `scipy` in `requirements-hyperopt.txt`
 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==2.9.0.20251008
+types-python-dateutil==2.9.0.20251115

requirements-freqai-rl.txt

@@ -2,8 +2,8 @@
 -r requirements-freqai.txt
 
 # Required for freqai-rl
-torch==2.9.0; sys_platform != 'darwin' or platform_machine != 'x86_64'
-gymnasium==1.2.1
+torch==2.9.1; sys_platform != 'darwin' or platform_machine != 'x86_64'
+gymnasium==1.2.2
 # SB3 >=2.5.0 depends on torch 2.3.0 - which implies it dropped support x86 macos
 stable_baselines3==2.7.0; sys_platform != 'darwin' or platform_machine != 'x86_64'
 sb3_contrib>=2.2.1; sys_platform != 'darwin' or platform_machine != 'x86_64'

requirements-hyperopt.txt

@@ -2,8 +2,8 @@
 -r requirements.txt
 
 # Required for hyperopt
-scipy==1.16.2
+scipy==1.16.3
 scikit-learn==1.7.2
 filelock==3.20.0
-optuna==4.5.0
+optuna==4.6.0
 cmaes==0.12.0

requirements-plot.txt

@@ -1,4 +1,4 @@
 # Include all requirements to run the bot.
 -r requirements.txt
 
-plotly==6.3.1
+plotly==6.5.0

requirements.txt

@@ -1,4 +1,4 @@
-numpy==2.3.4
+numpy==2.3.5
 pandas==2.3.3
 bottleneck==1.6.0
 numexpr==2.14.1
@@ -7,43 +7,42 @@ ft-pandas-ta==0.3.16
 ta-lib==0.6.8
 technical==1.5.3
 
-ccxt==4.5.12
+ccxt==4.5.20
 cryptography==46.0.3
-aiohttp==3.13.1
+aiohttp==3.13.2
 SQLAlchemy==2.0.44
 python-telegram-bot==22.5
 # can't be hard-pinned due to telegram-bot pinning httpx with ~
 httpx>=0.24.1
 humanize==4.14.0
-cachetools==6.2.1
+cachetools==6.2.2
 requests==2.32.5
 urllib3==2.5.0
-certifi==2025.10.5
+certifi==2025.11.12
 jsonschema==4.25.1
 tabulate==0.9.0
 pycoingecko==3.2.0
 jinja2==3.1.6
 joblib==1.5.2
 rich==14.2.0
-pyarrow==21.0.0; platform_machine != 'armv7l' and platform_machine != "aarch64"
-# TODO: downgrade for aarch64 until https://github.com/apache/arrow/issues/47229 is resolved
-pyarrow==20.0.0;  platform_machine == "aarch64"
+pyarrow==22.0.0; platform_machine != 'armv7l'
+
 
 # Load ticker files 30% faster
 python-rapidjson==1.22
 # Properly format api responses
-orjson==3.11.3
+orjson==3.11.4
 
 # Notify systemd
 sdnotify==0.3.2
 
 # API Server
-fastapi==0.119.1
-pydantic==2.12.3
+fastapi==0.121.3
+pydantic==2.12.4
 uvicorn==0.38.0
 pyjwt==2.10.1
 aiofiles==25.1.0
-psutil==7.1.1
+psutil==7.1.3
 
 # Building config files interactively
 questionary==2.1.1

setup.sh

@@ -92,7 +92,7 @@ function updateenv() {
         read -p "Do you want to install dependencies for freqai [y/N]? "
         if [[ $REPLY =~ ^[Yy]$ ]]
         then
-            REQUIREMENTS_FREQAI="-r requirements-freqai.txt --use-pep517"
+            REQUIREMENTS_FREQAI="-r requirements-freqai.txt"
             read -p "Do you also want dependencies for freqai-rl or PyTorch (~700mb additional space required) [y/N]? "
             if [[ $REPLY =~ ^[Yy]$ ]]
             then