docs: add "Funding fee adjustment" to deprecated docs

This avoids duplicate downloads, for example on hyperliquid, which uses "futures" as mark candle type.

.github/dependabot.yml

@@ -2,7 +2,7 @@ version: 2
 updates:
 - package-ecosystem: docker
   cooldown:
-    default-days: 4
+    default-days: 7
   directories:
     - "/"
     - "/docker"
@@ -16,7 +16,7 @@ updates:
 - package-ecosystem: devcontainers
   directory: "/"
   cooldown:
-    default-days: 4
+    default-days: 7
   schedule:
     interval: daily
   open-pull-requests-limit: 10
@@ -24,7 +24,7 @@ updates:
 - package-ecosystem: pip
   directory: "/"
   cooldown:
-    default-days: 4
+    default-days: 7
     exclude:
       - ccxt
   schedule:
@@ -51,7 +51,7 @@ updates:
 - package-ecosystem: "github-actions"
   directory: "/"
   cooldown:
-    default-days: 4
+    default-days: 7
   schedule:
     interval: "weekly"
   open-pull-requests-limit: 10

.github/workflows/binance-lev-tier-update.yml

@@ -15,7 +15,7 @@ jobs:
     environment:
       name: develop
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -34,7 +34,7 @@ jobs:
       run: python build_helpers/binance_update_lev_tiers.py
 
 
-    - uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+    - uses: peter-evans/create-pull-request@84ae59a2cdc2258d6fa0732dd66352dddae2a412 # v7.0.9
       with:
         token: ${{ secrets.REPO_SCOPED_TOKEN }}
         add-paths: freqtrade/exchange/binance_leverage_tiers.json

.github/workflows/ci.yml

@@ -28,7 +28,7 @@ jobs:
         python-version: ["3.11", "3.12", "3.13"]
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -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@1e862dfacbd1d6d858c55d9b792c756523627244 # v7.1.4
       with:
         activate-environment: true
         enable-cache: true
@@ -74,15 +74,17 @@ jobs:
       run: |
         pytest --random-order --cov=freqtrade --cov=freqtrade_client --cov-config=.coveragerc
 
-    - name: Coveralls
+    - uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
+      if: (runner.os == 'Linux' && matrix.python-version == '3.12' && matrix.os == 'ubuntu-24.04')
+      with:
+        fail_ci_if_error: true
+        token: ${{ secrets.CODECOV_TOKEN }}
+
+    - name: Cleanup codecov dirty state files
       if: (runner.os == 'Linux' && matrix.python-version == '3.12' && matrix.os == 'ubuntu-24.04')
-      env:
-        # Coveralls token. Not used as secret due to github not providing secrets to forked repositories
-        COVERALLS_REPO_TOKEN: 6D1m0xupS3FgutfuGao8keFf9Hc0FpIXu
       run: |
-        # Allow failure for coveralls
-        uv pip install coveralls
-        coveralls || true
+        # See https://github.com/codecov/codecov-action/issues/1851
+        rm -rf codecov codecov.SHA256SUM codecov.SHA256SUM.sig
 
     - name: Run json schema extract
       # This should be kept before the repository check to ensure that the schema is up-to-date
@@ -91,12 +93,12 @@ 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:"
@@ -175,7 +177,7 @@ jobs:
     name: "Mypy Version Check"
     runs-on: ubuntu-24.04
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -193,7 +195,7 @@ jobs:
     name: "Pre-commit checks"
     runs-on: ubuntu-22.04
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -206,7 +208,7 @@ jobs:
     name: "Documentation build"
     runs-on: ubuntu-22.04
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -238,7 +240,7 @@ jobs:
     name: "Tests and Linting - Online tests"
     runs-on: ubuntu-24.04
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -248,7 +250,7 @@ jobs:
         python-version: "3.12"
 
     - name: Install uv
-      uses: astral-sh/setup-uv@3259c6206f993105e3a61b142c2d97bf4b9ef83d # v7.1.0
+      uses: astral-sh/setup-uv@1e862dfacbd1d6d858c55d9b792c756523627244 # v7.1.4
       with:
         activate-environment: true
         enable-cache: true
@@ -273,10 +275,7 @@ jobs:
   # Notify only once - when CI completes (and after deploy) in case it's successful
   notify-complete:
     needs: [
-      tests,
-      docs-check,
-      mypy-version-check,
-      pre-commit,
+      build,
       build-linux-online
     ]
     runs-on: ubuntu-22.04
@@ -304,12 +303,24 @@ jobs:
           webhookUrl: ${{ secrets.DISCORD_WEBHOOK }}
 
   build:
+    if: always()
     name: "Build"
-    needs: [ tests, docs-check, mypy-version-check, pre-commit ]
+    needs: [
+      tests,
+      docs-check,
+      mypy-version-check,
+      pre-commit,
+    ]
     runs-on: ubuntu-22.04
 
     steps:
-    - uses: actions/checkout@v5
+
+    - name: Decide whether the needed jobs succeeded or failed
+      uses: re-actors/alls-green@05ac9388f0aebcb5727afa17fcccfecd6f8ec5fe  # v1.2.2
+      with:
+        jobs: ${{ toJSON(needs) }}
+
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -324,7 +335,7 @@ 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 +348,7 @@ 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: |
@@ -356,12 +367,12 @@ jobs:
       id-token: write
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
     - name: Download artifact  📦
-      uses: actions/download-artifact@v5
+      uses: actions/download-artifact@v6
       with:
         pattern: freqtrade*-build
         path: dist
@@ -385,12 +396,12 @@ jobs:
       id-token: write
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
     - name: Download artifact  📦
-      uses: actions/download-artifact@v5
+      uses: actions/download-artifact@v6
       with:
         pattern: freqtrade*-build
         path: dist
@@ -403,10 +414,7 @@ jobs:
   docker-build:
     name: "Docker Build and Deploy"
     needs: [
-      tests,
-      docs-check,
-      mypy-version-check,
-      pre-commit
+     build,
     ]
     if: (github.event_name == 'push' || github.event_name == 'schedule' || github.event_name == 'release') && github.repository == 'freqtrade/freqtrade'
     uses: ./.github/workflows/docker-build.yml

.github/workflows/deploy-docs.yml

@@ -19,7 +19,7 @@ jobs:
     name: Deploy Docs through mike
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6.0.0
         with:
           persist-credentials: true
 

.github/workflows/devcontainer-build.yml

@@ -24,7 +24,7 @@ jobs:
       packages: write
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
     - name: Login to GitHub Container Registry

.github/workflows/docker-build.yml

@@ -33,7 +33,7 @@ jobs:
     if: github.repository == 'freqtrade/freqtrade'
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -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
 
@@ -152,7 +152,7 @@ jobs:
     if: github.repository == 'freqtrade/freqtrade'
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 

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

@@ -11,7 +11,7 @@ jobs:
   dockerHubDescription:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 

.github/workflows/pre-commit-update.yml

@@ -13,7 +13,7 @@ jobs:
   auto-update:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6.0.0
       with:
         persist-credentials: false
 
@@ -28,7 +28,7 @@ jobs:
     - name: Run auto-update
       run: pre-commit autoupdate
 
-    - uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+    - uses: peter-evans/create-pull-request@84ae59a2cdc2258d6fa0732dd66352dddae2a412 # v7.0.9
       with:
         token: ${{ secrets.REPO_SCOPED_TOKEN }}
         add-paths: .pre-commit-config.yaml

.github/workflows/zizmor.yml

@@ -14,6 +14,7 @@ permissions: {}
 
 jobs:
   zizmor:
+    name: Run zizmor 🌈
     runs-on: ubuntu-latest
     permissions:
       security-events: write
@@ -21,9 +22,9 @@ jobs:
       # actions: read # only needed for private repos
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@v6.0.0
         with:
           persist-credentials: false
 
       - name: Run zizmor 🌈
-        uses: zizmorcore/zizmor-action@e673c3917a1aef3c65c972347ed84ccd013ecda4 # v0.2.0
+        uses: zizmorcore/zizmor-action@e639db99335bc9038abc0e066dfcd72e23d26fb4 # v0.3.0

.pre-commit-config.yaml

@@ -21,7 +21,7 @@ repos:
         # stages: [push]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v1.18.2"
+    rev: "v1.19.0"
     hooks:
       - id: mypy
         exclude: build_helpers
@@ -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==1.16.3.1
           - 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: 'v0.14.7'
     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: v1.18.0
     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

@@ -1,53 +1,71 @@
 import subprocess  # noqa: S404, RUF100
+import sys
 from pathlib import Path
 
 
-subcommands = [
-    "trade",
-    "create-userdir",
-    "new-config",
-    "show-config",
-    "new-strategy",
-    "download-data",
-    "convert-data",
-    "convert-trade-data",
-    "trades-to-ohlcv",
-    "list-data",
-    "backtesting",
-    "backtesting-show",
-    "backtesting-analysis",
-    "edge",
-    "hyperopt",
-    "hyperopt-list",
-    "hyperopt-show",
-    "list-exchanges",
-    "list-markets",
-    "list-pairs",
-    "list-strategies",
-    "list-hyperoptloss",
-    "list-freqaimodels",
-    "list-timeframes",
-    "show-trades",
-    "test-pairlist",
-    "convert-db",
-    "install-ui",
-    "plot-dataframe",
-    "plot-profit",
-    "webserver",
-    "strategy-updater",
-    "lookahead-analysis",
-    "recursive-analysis",
-]
-
-result = subprocess.run(["freqtrade", "--help"], capture_output=True, text=True)
-
-with Path("docs/commands/main.md").open("w") as f:
-    f.write(f"```\n{result.stdout}\n```\n")
+def _write_partial_file(filename: str, content: str):
+    with Path(filename).open("w") as f:
+        f.write(f"``` output\n{content}\n```\n")
 
 
-for command in subcommands:
-    print(f"Running for {command}")
-    result = subprocess.run(["freqtrade", command, "--help"], capture_output=True, text=True)
+def extract_command_partials():
+    subcommands = [
+        "trade",
+        "create-userdir",
+        "new-config",
+        "show-config",
+        "new-strategy",
+        "download-data",
+        "convert-data",
+        "convert-trade-data",
+        "trades-to-ohlcv",
+        "list-data",
+        "backtesting",
+        "backtesting-show",
+        "backtesting-analysis",
+        "edge",
+        "hyperopt",
+        "hyperopt-list",
+        "hyperopt-show",
+        "list-exchanges",
+        "list-markets",
+        "list-pairs",
+        "list-strategies",
+        "list-hyperoptloss",
+        "list-freqaimodels",
+        "list-timeframes",
+        "show-trades",
+        "test-pairlist",
+        "convert-db",
+        "install-ui",
+        "plot-dataframe",
+        "plot-profit",
+        "webserver",
+        "strategy-updater",
+        "lookahead-analysis",
+        "recursive-analysis",
+    ]
 
-    with Path(f"docs/commands/{command}.md").open("w") as f:
-        f.write(f"```\n{result.stdout}\n```\n")
+    result = subprocess.run(["freqtrade", "--help"], capture_output=True, text=True)
+
+    _write_partial_file("docs/commands/main.md", result.stdout)
+
+    for command in subcommands:
+        print(f"Running for {command}")
+        result = subprocess.run(["freqtrade", command, "--help"], capture_output=True, text=True)
+
+        _write_partial_file(f"docs/commands/{command}.md", result.stdout)
+
+    print("Running for freqtrade-client")
+    result_client = subprocess.run(["freqtrade-client", "--show"], capture_output=True, text=True)
+
+    _write_partial_file("docs/commands/freqtrade-client.md", result_client.stdout)
+
+
+if __name__ == "__main__":
+    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]
@@ -11,11 +11,12 @@ usage: freqtrade download-data [-h] [-v] [--no-color] [--logfile FILE] [-V]
                                [--data-format-ohlcv {json,jsongz,feather,parquet}]
                                [--data-format-trades {json,jsongz,feather,parquet}]
                                [--trading-mode {spot,margin,futures}]
+                               [--candle-types {spot,futures,mark,index,premiumIndex,funding_rate} [{spot,futures,mark,index,premiumIndex,funding_rate} ...]]
                                [--prepend]
 
 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 +38,7 @@ 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
@@ -48,29 +49,33 @@ 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
+  --candle-types {spot,futures,mark,index,premiumIndex,funding_rate} [{spot,futures,mark,index,premiumIndex,funding_rate} ...]
+                        Select candle type to download. Defaults to the
+                        necessary candles for the selected trading mode (e.g.
+                        'spot' or ('futures', 'funding_rate' and 'mark') for
+                        futures).
   --prepend             Allow data prepending. (Data-appending is disabled)
 
 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.
+  -h, --help         show this help message and exit
+  -c, --config PATH  Specify configuration file (default:
+                     `userdir/config.json` or `config.json` whichever exists).
+                     Multiple --config options may be used. Can be set to `-`
+                     to read config from stdin.
 
 ```

docs/commands/new-strategy.md

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

docs/commands/plot-dataframe.md

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

docs/commands/plot-profit.md

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

docs/commands/recursive-analysis.md

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

docs/commands/show-config.md

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

docs/commands/show-trades.md

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

docs/commands/strategy-updater.md

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

docs/commands/test-pairlist.md

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

docs/commands/trade.md

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

docs/commands/trades-to-ohlcv.md

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

docs/commands/webserver.md

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

docs/configuration.md

@@ -675,7 +675,7 @@ Should you experience problems you suspect are caused by websockets, you can dis
 Should you be required to use a proxy, please refer to the [proxy section](#using-a-proxy-with-freqtrade) for more information.
 
 !!! Info "Rollout"
-    We're implementing this out slowly, ensuring stability of your bots.
+    We're rolling this out slowly, ensuring stability of your bots.
     Currently, usage is limited to ohlcv data streams.
     It's also limited to a few exchanges, with new exchanges being added on an ongoing basis.
 

docs/data-download.md

@@ -60,6 +60,7 @@ freqtrade download-data --exchange binance --pairs ".*/USDT"
 * Given starting points are ignored if data is already available, downloading only missing data up to today.
 * Use `--timeframes` to specify what timeframe download the historical candle (OHLCV) data for. Default is `--timeframes 1m 5m` which will download 1-minute and 5-minute data.
 * To use exchange, timeframe and list of pairs as defined in your configuration file, use the `-c/--config` option. With this, the script uses the whitelist defined in the config as the list of currency pairs to download data for and does not require the pairs.json file. You can combine `-c/--config` with most other options.
+* When downloading futures data (`--trading-mode futures` or a configuration specifying futures mode), freqtrade will automatically download the necessary candle types (e.g. `mark` and `funding_rate` candles) unless specified otherwise via `--candle-types`.
 
 ??? Note "Permission denied errors"
     If your configuration directory `user_data` was made by docker, you may get the following error:

docs/deprecated.md

@@ -98,3 +98,33 @@ Please use configuration based [log setup](advanced-setup.md#advanced-logging) i
 
 The edge module has been deprecated in 2023.9 and removed in 2025.6.
 All functionalities of edge have been removed, and having edge configured will result in an error.
+
+## Adjustment to dynamic funding rate handling
+
+With version 2025.12, the handling of dynamic funding rates has been adjusted to also support dynamic funding rates down to 1h funding intervals.
+As a consequence, the mark and funding rate timeframes have been changed to 1h for every supported futures exchange.
+
+As the timeframe for both mark and funding_fee candles has changed (usually from 8h to 1h) - already downloaded data will have to be adjusted or partially re-downloaded.
+You can either re-download everything (`freqtrade download-data [...] --erase` - :warning: can take a long time) - or download the updated data selectively.
+
+### Selective data re-download
+
+The script below should serve as an example - you may need to adjust the timeframe and exchange to your needs!
+
+``` bash
+# Cleanup no longer needed data
+rm user_data/data/<exchange>/futures/*-mark-*
+rm user_data/data/<exchange>/futures/*-funding_rate-*
+
+# download new data (only required once to fix the mark and funding fee data)
+freqtrade download-data -t 1h --trading-mode futures --candle-types funding_rate mark [...] --timerange <full timerange you've got other data for>
+
+```
+
+The result of the above will be that your funding_rates and mark data will have the 1h timeframe.
+you can verify this with `freqtrade list-data --exchange <yourexchange> --show`.
+
+!!! Note "Additional arguments"
+    Additional arguments to the above commands may be necessary, like configuration files or explicit user_data if they deviate from the default.
+
+**Hyperliquid** is a special case now - which will no longer require 1h mark data - but will use regular candles instead (this data never existed and is identical to 1h futures candles). As we don't support download-data for hyperliquid (they don't provide historic data) - there won't be actions necessary for hyperliquid users.

docs/developer.md

@@ -26,10 +26,19 @@ Alternatively (e.g. if your system is not supported by the setup.sh script), fol
 
 This will install all required tools for development, including `pytest`, `ruff`, `mypy`, and `coveralls`.
 
-Then install the git hook scripts by running `pre-commit install`, so your changes will be verified locally before committing.
-This avoids a lot of waiting for CI already, as some basic formatting checks are done locally on your machine.
+Run the following command to install the git hook scripts:
 
-Before opening a pull request, please familiarize yourself with our [Contributing Guidelines](https://github.com/freqtrade/freqtrade/blob/develop/CONTRIBUTING.md).
+``` bash
+pre-commit install
+```
+
+These pre-commit scripts check your changes automatically before each commit.  
+If any formatting issues are found, the commit will fail and will prompt for fixes.
+This reduces unnecessary CI failures, reduces maintenance burden, and improves code quality.
+
+You can run the checks manually when necessary with `pre-commit run -a`.  
+
+Before opening a pull request, please also familiarize yourself with our [Contributing Guidelines](https://github.com/freqtrade/freqtrade/blob/develop/CONTRIBUTING.md).
 
 ### Devcontainer setup
 

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==10.17.2
 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`)

docs/strategy-callbacks.md

@@ -634,7 +634,7 @@ class AwesomeStrategy(IStrategy):
 
 ## Custom order price rules
 
-By default, freqtrade use the orderbook to automatically set an order price([Relevant documentation](configuration.md#prices-used-for-orders)), you also have the option to create custom order prices based on your strategy.
+By default, freqtrade use the orderbook to automatically set an order price ([Relevant documentation](configuration.md#prices-used-for-orders)), you also have the option to create custom order prices based on your strategy.
 
 You can use this feature by creating a `custom_entry_price()` function in your strategy file to customize entry prices and `custom_exit_price()` for exits.
 

freqtrade/__init__.py

@@ -1,6 +1,6 @@
 """Freqtrade bot"""
 
-__version__ = "2025.10"
+__version__ = "2025.12-dev"
 
 if "dev" in __version__:
     from pathlib import Path

freqtrade/commands/arguments.py

@@ -3,6 +3,7 @@ This module contains the argument manager class
 """
 
 from argparse import ArgumentParser, Namespace, _ArgumentGroup
+from copy import deepcopy
 from functools import partial
 from pathlib import Path
 from typing import Any
@@ -104,7 +105,7 @@ 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",
@@ -174,6 +175,7 @@ ARGS_DOWNLOAD_DATA = [
     "dataformat_ohlcv",
     "dataformat_trades",
     "trading_mode",
+    "candle_types",
     "prepend_data",
 ]
 
@@ -348,7 +350,11 @@ class Arguments:
     def _build_args(self, optionlist: list[str], parser: ArgumentParser | _ArgumentGroup) -> None:
         for val in optionlist:
             opt = AVAILABLE_CLI_OPTIONS[val]
-            parser.add_argument(*opt.cli, dest=val, **opt.kwargs)
+            options = deepcopy(opt.kwargs)
+            help_text = options.pop("help", None)
+            if opt.fthelp and isinstance(opt.fthelp, dict) and hasattr(parser, "prog"):
+                help_text = opt.fthelp.get(parser.prog, help_text)
+            parser.add_argument(*opt.cli, dest=val, help=help_text, **options)
 
     def _build_subcommands(self) -> None:
         """

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
 
 
@@ -35,8 +38,14 @@ def check_int_nonzero(value: str) -> int:
 
 class Arg:
     # Optional CLI arguments
-    def __init__(self, *args, **kwargs):
+    def __init__(self, *args, fthelp: dict[str, str] | None = None, **kwargs):
+        """
+        CLI Arguments - used to build subcommand parsers consistently.
+        :param fthelp: dict - fthelp per command - should be "freqtrade <command>": help_text
+            If not provided or not found, 'help' from kwargs is used instead.
+        """
         self.cli = args
+        self.fthelp = fthelp
         self.kwargs = kwargs
 
 
@@ -278,26 +287,18 @@ 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",
@@ -427,6 +428,14 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "candle_types": Arg(
         "--candle-types",
+        fthelp={
+            "freqtrade download-data": (
+                "Select candle type to download. "
+                "Defaults to the necessary candles for the selected trading mode "
+                "(e.g. 'spot' or ('futures', 'funding_rate' and 'mark') for futures)."
+            ),
+            "_": "Select candle type to convert. Defaults to all available types.",
+        },
         help="Select candle type to convert. Defaults to all available types.",
         choices=[c.value for c in CandleType],
         nargs="+",

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/converter/converter.py

@@ -38,7 +38,8 @@ def ohlcv_to_dataframe(
     cols = DEFAULT_DATAFRAME_COLUMNS
     df = DataFrame(ohlcv, columns=cols)
 
-    df["date"] = to_datetime(df["date"], unit="ms", utc=True)
+    # Floor date to seconds to account for exchange imprecisions
+    df["date"] = to_datetime(df["date"], unit="ms", utc=True).dt.floor("s")
 
     # Some exchanges return int values for Volume and even for OHLC.
     # Convert them since TA-LIB indicators used in the strategy assume floats

freqtrade/data/dataprovider.py

@@ -348,6 +348,22 @@ class DataProvider:
             )
         return total_candles
 
+    def __fix_funding_rate_timeframe(
+        self, pair: str, timeframe: str | None, candle_type: str
+    ) -> str | None:
+        if (
+            candle_type == CandleType.FUNDING_RATE
+            and (ff_tf := self.get_funding_rate_timeframe()) != timeframe
+        ):
+            # TODO: does this message make sense? might be pointless as funding fees don't
+            # have a timeframe
+            logger.warning(
+                f"{pair}, {timeframe} requested - funding rate timeframe not matching {ff_tf}."
+            )
+            return ff_tf
+
+        return timeframe
+
     def get_pair_dataframe(
         self, pair: str, timeframe: str | None = None, candle_type: str = ""
     ) -> DataFrame:
@@ -361,6 +377,7 @@ class DataProvider:
         :return: Dataframe for this pair
         :param candle_type: '', mark, index, premiumIndex, or funding_rate
         """
+        timeframe = self.__fix_funding_rate_timeframe(pair, timeframe, candle_type)
         if self.runmode in (RunMode.DRY_RUN, RunMode.LIVE):
             # Get live OHLCV data.
             data = self.ohlcv(pair=pair, timeframe=timeframe, candle_type=candle_type)
@@ -620,3 +637,12 @@ class DataProvider:
         except ExchangeError:
             logger.warning(f"Could not fetch market data for {pair}. Assuming no delisting.")
             return None
+
+    def get_funding_rate_timeframe(self) -> str:
+        """
+        Get the funding rate timeframe from exchange options
+        :return: Timeframe string
+        """
+        if self._exchange is None:
+            raise OperationalException(NO_EXCHANGE_EXCEPTION)
+        return self._exchange.get_option("funding_fee_timeframe")

freqtrade/data/history/datahandlers/idatahandler.py

@@ -397,6 +397,9 @@ class IDataHandler(ABC):
         pairdf = self._ohlcv_load(
             pair, timeframe, timerange=timerange_startup, candle_type=candle_type
         )
+        if not pairdf.empty and candle_type == CandleType.FUNDING_RATE:
+            # Funding rate data is sometimes off by a couple of ms - floor to seconds
+            pairdf["date"] = pairdf["date"].dt.floor("s")
         if self._check_empty_df(pairdf, pair, timeframe, candle_type, warn_no_data):
             return pairdf
         else:
@@ -508,8 +511,15 @@ class IDataHandler(ABC):
         Applies to bybit and okx, where funding-fee and mark candles have different timeframes.
         """
         paircombs = self.ohlcv_get_available_data(self._datadir, TradingMode.FUTURES)
+        ff_timeframe_s = timeframe_to_seconds(ff_timeframe)
+
         funding_rate_combs = [
-            f for f in paircombs if f[2] == CandleType.FUNDING_RATE and f[1] != ff_timeframe
+            f
+            for f in paircombs
+            if f[2] == CandleType.FUNDING_RATE
+            and f[1] != ff_timeframe
+            # Only allow smaller timeframes to move from smaller to larger timeframes
+            and timeframe_to_seconds(f[1]) < ff_timeframe_s
         ]
 
         if funding_rate_combs:

freqtrade/data/history/history_utils.py

@@ -308,11 +308,15 @@ def _download_pair_history(
                 candle_type=candle_type,
                 until_ms=until_ms if until_ms else None,
             )
-            logger.info(f"Downloaded data for {pair} with length {len(new_dataframe)}.")
+            logger.info(
+                f"Downloaded data for {pair}, {timeframe}, {candle_type} with length "
+                f"{len(new_dataframe)}."
+            )
         else:
             new_dataframe = pair_candles
             logger.info(
-                f"Downloaded data for {pair} with length {len(new_dataframe)}. Parallel Method."
+                f"Downloaded data for {pair}, {timeframe}, {candle_type} with length "
+                f"{len(new_dataframe)}. Parallel Method."
             )
 
         if data.empty:
@@ -349,6 +353,7 @@ def _download_pair_history(
 
 def refresh_backtest_ohlcv_data(
     exchange: Exchange,
+    *,
     pairs: list[str],
     timeframes: list[str],
     datadir: Path,
@@ -359,6 +364,7 @@ def refresh_backtest_ohlcv_data(
     data_format: str | None = None,
     prepend: bool = False,
     progress_tracker: CustomProgress | None = None,
+    candle_types: list[CandleType] | None = None,
     no_parallel_download: bool = False,
 ) -> list[str]:
     """
@@ -371,10 +377,44 @@ def refresh_backtest_ohlcv_data(
     pairs_not_available = []
     fast_candles: dict[PairWithTimeframe, DataFrame] = {}
     data_handler = get_datahandler(datadir, data_format)
-    candle_type = CandleType.get_default(trading_mode)
+    def_candletype = CandleType.SPOT if trading_mode != "futures" else CandleType.FUTURES
+    if trading_mode != "futures":
+        # Ignore user passed candle types for non-futures trading
+        timeframes_with_candletype = [(tf, def_candletype) for tf in timeframes]
+    else:
+        # Filter out SPOT candle type for futures trading
+        candle_types = (
+            [ct for ct in candle_types if ct != CandleType.SPOT] if candle_types else None
+        )
+        fr_candle_type = CandleType.from_string(exchange.get_option("mark_ohlcv_price"))
+        tf_funding_rate = exchange.get_option("funding_fee_timeframe")
+        tf_mark = exchange.get_option("mark_ohlcv_timeframe")
+
+        if candle_types:
+            for ct in candle_types:
+                exchange.verify_candle_type_support(ct)
+            timeframes_with_candletype = [
+                (tf, ct)
+                for ct in candle_types
+                for tf in timeframes
+                if ct != CandleType.FUNDING_RATE
+            ]
+        else:
+            # Default behavior
+            timeframes_with_candletype = [(tf, def_candletype) for tf in timeframes]
+            timeframes_with_candletype.append((tf_mark, fr_candle_type))
+        if not candle_types or CandleType.FUNDING_RATE in candle_types:
+            # All exchanges need FundingRate for futures trading.
+            # The timeframe is aligned to the mark-price timeframe.
+            timeframes_with_candletype.append((tf_funding_rate, CandleType.FUNDING_RATE))
+    # Deduplicate list ...
+    timeframes_with_candletype = list(dict.fromkeys(timeframes_with_candletype))
+    logger.debug(
+        "Downloading %s.", ", ".join(f'"{tf} {ct}"' for tf, ct in timeframes_with_candletype)
+    )
+
     with progress_tracker as progress:
-        tf_length = len(timeframes) if trading_mode != "futures" else len(timeframes) + 2
-        timeframe_task = progress.add_task("Timeframe", total=tf_length)
+        timeframe_task = progress.add_task("Timeframe", total=len(timeframes_with_candletype))
         pair_task = progress.add_task("Downloading data...", total=len(pairs))
 
         for pair in pairs:
@@ -385,11 +425,13 @@ def refresh_backtest_ohlcv_data(
                 pairs_not_available.append(f"{pair}: Pair not available on exchange.")
                 logger.info(f"Skipping pair {pair}...")
                 continue
-            for timeframe in timeframes:
+            for timeframe, candle_type in timeframes_with_candletype:
                 # 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)
@@ -410,7 +452,7 @@ def refresh_backtest_ohlcv_data(
                 # get the already downloaded pair candles if they exist
                 pair_candles = fast_candles.pop((pair, timeframe, candle_type), None)
 
-                progress.update(timeframe_task, description=f"Timeframe {timeframe}")
+                progress.update(timeframe_task, description=f"Timeframe {timeframe} {candle_type}")
                 logger.debug(f"Downloading pair {pair}, {candle_type}, interval {timeframe}.")
                 _download_pair_history(
                     pair=pair,
@@ -426,33 +468,6 @@ def refresh_backtest_ohlcv_data(
                     pair_candles=pair_candles,  # optional pass of dataframe of parallel candles
                 )
                 progress.update(timeframe_task, advance=1)
-            if trading_mode == "futures":
-                # Predefined candletype (and timeframe) depending on exchange
-                # Downloads what is necessary to backtest based on futures data.
-                tf_mark = exchange.get_option("mark_ohlcv_timeframe")
-                tf_funding_rate = exchange.get_option("funding_fee_timeframe")
-
-                fr_candle_type = CandleType.from_string(exchange.get_option("mark_ohlcv_price"))
-                # All exchanges need FundingRate for futures trading.
-                # The timeframe is aligned to the mark-price timeframe.
-                combs = ((CandleType.FUNDING_RATE, tf_funding_rate), (fr_candle_type, tf_mark))
-                for candle_type_f, tf in combs:
-                    logger.debug(f"Downloading pair {pair}, {candle_type_f}, interval {tf}.")
-                    _download_pair_history(
-                        pair=pair,
-                        datadir=datadir,
-                        exchange=exchange,
-                        timerange=timerange,
-                        data_handler=data_handler,
-                        timeframe=str(tf),
-                        new_pairs_days=new_pairs_days,
-                        candle_type=candle_type_f,
-                        erase=erase,
-                        prepend=prepend,
-                    )
-                    progress.update(
-                        timeframe_task, advance=1, description=f"Timeframe {candle_type_f}, {tf}"
-                    )
 
             progress.update(pair_task, advance=1)
             progress.update(timeframe_task, description="Timeframe")
@@ -474,7 +489,7 @@ 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 +497,12 @@ 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)}"
+            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 +710,9 @@ 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")
@@ -793,6 +813,7 @@ def download_data(
                 trading_mode=config.get("trading_mode", "spot"),
                 prepend=config.get("prepend_data", False),
                 progress_tracker=progress_tracker,
+                candle_types=config.get("candle_types"),
                 no_parallel_download=config.get("no_parallel_download", False),
             )
     finally:

freqtrade/data/metrics.py

@@ -74,9 +74,10 @@ def combined_dataframes_with_rel_mean(
     df_comb = combine_dataframes_by_column(data, column)
     # Trim dataframes to the given timeframe
     df_comb = df_comb.iloc[(df_comb.index >= fromdt) & (df_comb.index < todt)]
+    rel_mean = df_comb.pct_change().mean(axis=1).fillna(0).cumsum()
     df_comb["count"] = df_comb.count(axis=1)
     df_comb["mean"] = df_comb.mean(axis=1)
-    df_comb["rel_mean"] = df_comb["mean"].pct_change().fillna(0).cumsum()
+    df_comb["rel_mean"] = rel_mean
     return df_comb[["mean", "rel_mean", "count"]]
 
 
@@ -143,6 +144,20 @@ 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 +230,7 @@ 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 +239,15 @@ 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__)
@@ -35,8 +35,8 @@ class Bitget(Exchange):
         "order_time_in_force": ["GTC", "FOK", "IOC", "PO"],
     }
     _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 +236,35 @@ 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__)
@@ -37,8 +38,6 @@ class Bybit(Exchange):
     }
     _ft_has_futures: FtHas = {
         "ohlcv_has_history": True,
-        "mark_ohlcv_timeframe": "4h",
-        "funding_fee_timeframe": "8h",
         "funding_fee_candle_limit": 200,
         "stoploss_on_exchange": True,
         "stoploss_order_types": {"limit": "limit", "market": "market"},
@@ -54,6 +53,7 @@ class Bybit(Exchange):
         "exchange_has_overrides": {
             "fetchOrder": True,
         },
+        "has_delisting": True,
     }
 
     _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
@@ -294,3 +294,35 @@ 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/common.py

@@ -97,6 +97,9 @@ EXCHANGE_HAS_OPTIONAL = [
     # 'fetchLeverageTiers',  # Futures initialization
     # 'fetchMarketLeverageTiers',  # Futures initialization
     # 'fetchOpenOrders', 'fetchClosedOrders',  # 'fetchOrders',  # Refinding balance...
+    # "fetchPremiumIndexOHLCV",  # Futures additional data
+    # "fetchMarkOHLCV",  # Futures additional data
+    # "fetchIndexOHLCV",  # Futures additional data
     # ccxt.pro
     "watchOHLCV",
 ]

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
@@ -105,11 +104,11 @@ from freqtrade.misc import (
     deep_merge_dicts,
     file_dump_json,
     file_load_json,
+    safe_value_fallback,
     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__)
@@ -154,8 +153,8 @@ class Exchange:
         "l2_limit_range_required": True,  # Allow Empty L2 limit (kucoin)
         "l2_limit_upper": None,  # Upper limit for L2 limit
         "mark_ohlcv_price": "mark",
-        "mark_ohlcv_timeframe": "8h",
-        "funding_fee_timeframe": "8h",
+        "mark_ohlcv_timeframe": "1h",
+        "funding_fee_timeframe": "1h",
         "ccxt_futures_name": "swap",
         "needs_trading_fees": False,  # use fetch_trading_fees to cache fees
         "order_props_in_contracts": ["amount", "filled", "remaining"],
@@ -230,13 +229,13 @@ 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 +429,15 @@ 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 +898,7 @@ 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 +906,18 @@ 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
@@ -1101,6 +1120,7 @@ class Exchange:
         leverage: float,
         params: dict | None = None,
         stop_loss: bool = False,
+        stop_price: float | None = None,
     ) -> CcxtOrder:
         now = dt_now()
         order_id = f"dry_run_{side}_{pair}_{now.timestamp()}"
@@ -1127,7 +1147,7 @@ class Exchange:
         }
         if stop_loss:
             dry_order["info"] = {"stopPrice": dry_order["price"]}
-            dry_order[self._ft_has["stop_price_prop"]] = dry_order["price"]
+            dry_order[self._ft_has["stop_price_prop"]] = stop_price or dry_order["price"]
             # Workaround to avoid filling stoploss orders immediately
             dry_order["ft_order_type"] = "stoploss"
         orderbook: OrderBook | None = None
@@ -1145,7 +1165,11 @@ class Exchange:
 
         if dry_order["type"] == "market" and not dry_order.get("ft_order_type"):
             # Update market order pricing
-            average = self.get_dry_market_fill_price(pair, side, amount, rate, orderbook)
+            slippage = 0.05
+            worst_rate = rate * ((1 + slippage) if side == "buy" else (1 - slippage))
+            average = self.get_dry_market_fill_price(
+                pair, side, amount, rate, worst_rate, orderbook
+            )
             dry_order.update(
                 {
                     "average": average,
@@ -1185,7 +1209,13 @@ class Exchange:
         return dry_order
 
     def get_dry_market_fill_price(
-        self, pair: str, side: str, amount: float, rate: float, orderbook: OrderBook | None
+        self,
+        pair: str,
+        side: str,
+        amount: float,
+        rate: float,
+        worst_rate: float,
+        orderbook: OrderBook | None,
     ) -> float:
         """
         Get the market order fill price based on orderbook interpolation
@@ -1194,8 +1224,6 @@ class Exchange:
             if not orderbook:
                 orderbook = self.fetch_l2_order_book(pair, 20)
             ob_type: OBLiteral = "asks" if side == "buy" else "bids"
-            slippage = 0.05
-            max_slippage_val = rate * ((1 + slippage) if side == "buy" else (1 - slippage))
 
             remaining_amount = amount
             filled_value = 0.0
@@ -1219,11 +1247,10 @@ class Exchange:
             forecast_avg_filled_price = max(filled_value, 0) / amount
             # Limit max. slippage to specified value
             if side == "buy":
-                forecast_avg_filled_price = min(forecast_avg_filled_price, max_slippage_val)
+                forecast_avg_filled_price = min(forecast_avg_filled_price, worst_rate)
 
             else:
-                forecast_avg_filled_price = max(forecast_avg_filled_price, max_slippage_val)
-
+                forecast_avg_filled_price = max(forecast_avg_filled_price, worst_rate)
             return self.price_to_precision(pair, forecast_avg_filled_price)
 
         return rate
@@ -1235,13 +1262,15 @@ class Exchange:
         limit: float,
         orderbook: OrderBook | None = None,
         offset: float = 0.0,
+        is_stop: bool = False,
     ) -> bool:
         if not self.exchange_has("fetchL2OrderBook"):
-            return True
+            # True unless checking a stoploss order
+            return not is_stop
         if not orderbook:
             orderbook = self.fetch_l2_order_book(pair, 1)
         try:
-            if side == "buy":
+            if (side == "buy" and not is_stop) or (side == "sell" and is_stop):
                 price = orderbook["asks"][0][0]
                 if limit * (1 - offset) >= price:
                     return True
@@ -1260,6 +1289,38 @@ class Exchange:
         """
         Check dry-run limit order fill and update fee (if it filled).
         """
+        if order["status"] != "closed" and order.get("ft_order_type") == "stoploss":
+            pair = order["symbol"]
+            if not orderbook and self.exchange_has("fetchL2OrderBook"):
+                orderbook = self.fetch_l2_order_book(pair, 20)
+            price = safe_value_fallback(order, self._ft_has["stop_price_prop"], "price")
+            crossed = self._dry_is_price_crossed(
+                pair, order["side"], price, orderbook, is_stop=True
+            )
+            if crossed:
+                average = self.get_dry_market_fill_price(
+                    pair,
+                    order["side"],
+                    order["amount"],
+                    price,
+                    worst_rate=order["price"],
+                    orderbook=orderbook,
+                )
+                order.update(
+                    {
+                        "status": "closed",
+                        "filled": order["amount"],
+                        "remaining": 0,
+                        "average": average,
+                        "cost": order["amount"] * average,
+                    }
+                )
+                self.add_dry_order_fee(
+                    pair,
+                    order,
+                    "taker" if immediate else "maker",
+                )
+            return order
         if (
             order["status"] != "closed"
             and order["type"] in ["limit"]
@@ -1283,7 +1344,7 @@ 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 +1356,12 @@ 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}"
@@ -1498,8 +1560,9 @@ class Exchange:
                 ordertype,
                 side,
                 amount,
-                stop_price_norm,
+                limit_rate or stop_price_norm,
                 stop_loss=True,
+                stop_price=stop_price_norm,
                 leverage=leverage,
             )
             return dry_order
@@ -1750,7 +1813,7 @@ class Exchange:
             balances.pop("total", None)
             balances.pop("used", None)
 
-            self._log_exchange_response("fetch_balances", balances)
+            self._log_exchange_response("fetch_balance", balances)
             return balances
         except ccxt.DDoSProtection as e:
             raise DDosProtection(e) from e
@@ -2143,7 +2206,9 @@ 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)
@@ -2625,24 +2690,25 @@ class Exchange:
         input_coroutines: list[Coroutine[Any, Any, OHLCVResponse]] = []
         cached_pairs = []
         for pair, timeframe, candle_type in set(pair_list):
-            invalid_funding = (
-                candle_type == CandleType.FUNDING_RATE
-                and timeframe != self.get_option("funding_fee_timeframe")
-            )
+            if candle_type == CandleType.FUNDING_RATE and timeframe != (
+                ff_tf := self.get_option("funding_fee_timeframe")
+            ):
+                # TODO: does this message make sense? would docs be better?
+                # if any, this should be cached to avoid log spam!
+                logger.warning(
+                    f"Wrong funding rate timeframe {timeframe} for pair {pair}, "
+                    f"downloading {ff_tf} instead."
+                )
+                timeframe = ff_tf
             invalid_timeframe = timeframe not in self.timeframes and candle_type in (
                 CandleType.SPOT,
                 CandleType.FUTURES,
             )
-            if invalid_timeframe or invalid_funding:
-                timeframes_ = (
-                    ", ".join(self.timeframes)
-                    if candle_type != CandleType.FUNDING_RATE
-                    else self.get_option("funding_fee_timeframe")
-                )
+            if invalid_timeframe:
                 logger.warning(
                     f"Cannot download ({pair}, {timeframe}, {candle_type}) combination as this "
                     f"timeframe is not available on {self.name}. Available timeframes are "
-                    f"{timeframes_}."
+                    f"{', '.join(self.timeframes)}."
                 )
                 continue
 
@@ -2679,7 +2745,11 @@ class Exchange:
         has_cache = cache and (pair, timeframe, c_type) in self._klines
         # in case of existing cache, fill_missing happens after concatenation
         ohlcv_df = ohlcv_to_dataframe(
-            ticks, timeframe, pair=pair, fill_missing=not has_cache, drop_incomplete=drop_incomplete
+            ticks,
+            timeframe,
+            pair=pair,
+            fill_missing=not has_cache and c_type != CandleType.FUNDING_RATE,
+            drop_incomplete=drop_incomplete,
         )
         # keeping parsed dataframe in cache
         if cache:
@@ -2690,7 +2760,7 @@ class Exchange:
                     concat([old, ohlcv_df], axis=0),
                     timeframe,
                     pair,
-                    fill_missing=True,
+                    fill_missing=c_type != CandleType.FUNDING_RATE,
                     drop_incomplete=False,
                 )
                 candle_limit = self.ohlcv_candle_limit(timeframe, self._config["candle_type_def"])
@@ -2825,9 +2895,10 @@ class Exchange:
                 timeframe, candle_type=candle_type, since_ms=since_ms
             )
 
-            if candle_type and candle_type not in (CandleType.SPOT, CandleType.FUTURES):
-                params.update({"price": candle_type.value})
             if candle_type != CandleType.FUNDING_RATE:
+                if candle_type and candle_type not in (CandleType.SPOT, CandleType.FUTURES):
+                    self.verify_candle_type_support(candle_type)
+                    params.update({"price": str(candle_type)})
                 data = await self._api_async.fetch_ohlcv(
                     pair, timeframe=timeframe, since=since_ms, limit=candle_limit, params=params
                 )
@@ -2892,6 +2963,38 @@ class Exchange:
         data = [[x["timestamp"], x["fundingRate"], 0, 0, 0, 0] for x in data]
         return data
 
+    def check_candle_type_support(self, candle_type: CandleType) -> bool:
+        """
+        Check that the exchange supports the given candle type.
+        :param candle_type: CandleType to verify
+        :return: True if supported, False otherwise
+        """
+        if candle_type == CandleType.FUNDING_RATE:
+            if not self.exchange_has("fetchFundingRateHistory"):
+                return False
+        elif candle_type not in (CandleType.SPOT, CandleType.FUTURES):
+            mapping = {
+                CandleType.MARK: "fetchMarkOHLCV",
+                CandleType.INDEX: "fetchIndexOHLCV",
+                CandleType.PREMIUMINDEX: "fetchPremiumIndexOHLCV",
+                CandleType.FUNDING_RATE: "fetchFundingRateHistory",
+            }
+            _method = mapping.get(candle_type, "fetchOHLCV")
+            if not self.exchange_has(_method):
+                return False
+        return True
+
+    def verify_candle_type_support(self, candle_type: CandleType) -> None:
+        """
+        Verify that the exchange supports the given candle type.
+        :param candle_type: CandleType to verify
+        :raises OperationalException: if the candle type is not supported
+        """
+        if not self.check_candle_type_support(candle_type):
+            raise OperationalException(
+                f"Exchange {self._api.name} does not support fetching {candle_type} candles."
+            )
+
     # fetch Trade data stuff
 
     def needed_candle_for_trades_ms(self, timeframe: str, candle_type: CandleType) -> int:
@@ -3719,10 +3822,11 @@ class Exchange:
         :param mark_rates: Dataframe containing Mark rates (Type mark_ohlcv_price)
         :param futures_funding_rate: Fake funding rate to use if funding_rates are not available
         """
+        relevant_cols = ["date", "open_mark", "open_fund"]
         if futures_funding_rate is None:
             return mark_rates.merge(
                 funding_rates, on="date", how="inner", suffixes=["_mark", "_fund"]
-            )
+            )[relevant_cols]
         else:
             if len(funding_rates) == 0:
                 # No funding rate candles - full fillup with fallback variable
@@ -3735,15 +3839,23 @@ class Exchange:
                         "low": "low_mark",
                         "volume": "volume_mark",
                     }
-                )
+                )[relevant_cols]
 
             else:
                 # Fill up missing funding_rate candles with fallback value
                 combined = mark_rates.merge(
                     funding_rates, on="date", how="left", suffixes=["_mark", "_fund"]
                 )
-                combined["open_fund"] = combined["open_fund"].fillna(futures_funding_rate)
-                return combined
+                # Fill only leading missing funding rates so gaps stay untouched
+                first_valid_idx = combined["open_fund"].first_valid_index()
+                if first_valid_idx is None:
+                    combined["open_fund"] = futures_funding_rate
+                else:
+                    is_leading_na = (combined.index <= first_valid_idx) & combined[
+                        "open_fund"
+                    ].isna()
+                    combined.loc[is_leading_na, "open_fund"] = futures_funding_rate
+                return combined[relevant_cols].dropna()
 
     def calculate_funding_fees(
         self,

freqtrade/exchange/hyperliquid.py

@@ -3,6 +3,7 @@
 import logging
 from copy import deepcopy
 from datetime import datetime
+from typing import Any
 
 from freqtrade.constants import BuySell
 from freqtrade.enums import MarginMode, TradingMode
@@ -36,9 +37,9 @@ class Hyperliquid(Exchange):
         "stoploss_order_types": {"limit": "limit"},
         "stoploss_blocks_assets": False,
         "stop_price_prop": "stopPrice",
-        "funding_fee_timeframe": "1h",
         "funding_fee_candle_limit": 500,
         "uses_leverage_tiers": False,
+        "mark_ohlcv_price": "futures",
     }
 
     _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
@@ -56,6 +57,13 @@ class Hyperliquid(Exchange):
         config.update(super()._ccxt_config)
         return config
 
+    def market_is_tradable(self, market: dict[str, Any]) -> bool:
+        parent_check = super().market_is_tradable(market)
+
+        # Exclude hip3 markets for now - which have the format XYZ:GOOGL/USDT:USDT -
+        # and XYZ:GOOGL as base
+        return parent_check and ":" not in market["base"]
+
     def get_max_leverage(self, pair: str, stake_amount: float | None) -> float:
         # There are no leverage tiers
         if self.trading_mode == TradingMode.FUTURES:

freqtrade/exchange/kraken.py

@@ -35,7 +35,6 @@ class Kraken(Exchange):
         "trades_pagination_arg": "since",
         "trades_pagination_overlap": False,
         "trades_has_history": True,
-        "mark_ohlcv_timeframe": "4h",
     }
 
     _supported_trading_mode_margin_pairs: list[tuple[TradingMode, MarginMode]] = [
@@ -82,7 +81,7 @@ class Kraken(Exchange):
             balances.pop("free", None)
             balances.pop("total", None)
             balances.pop("used", None)
-            self._log_exchange_response("fetch_balances", balances)
+            self._log_exchange_response("fetch_balance", balances)
 
             # Consolidate balances
             balances = self.consolidate_balances(balances)
@@ -104,7 +103,7 @@ class Kraken(Exchange):
                 balances[bal]["used"] = sum(order[1] for order in order_list if order[0] == bal)
                 balances[bal]["free"] = balances[bal]["total"] - balances[bal]["used"]
 
-            self._log_exchange_response("fetch_balances2", balances)
+            self._log_exchange_response("fetch_balance2", balances)
             return balances
         except ccxt.DDoSProtection as e:
             raise DDosProtection(e) from e

freqtrade/exchange/okx.py

@@ -29,8 +29,6 @@ class Okx(Exchange):
 
     _ft_has: FtHas = {
         "ohlcv_candle_limit": 100,  # Warning, special case with data prior to X months
-        "mark_ohlcv_timeframe": "4h",
-        "funding_fee_timeframe": "8h",
         "stoploss_order_types": {"limit": "limit"},
         "stoploss_on_exchange": True,
         "trades_has_history": False,  # Endpoint doesn't have a "since" parameter
@@ -41,8 +39,8 @@ class Okx(Exchange):
         "stop_price_type_field": "slTriggerPxType",
         "stop_price_type_value_mapping": {
             PriceType.LAST: "last",
-            PriceType.MARK: "index",
-            PriceType.INDEX: "mark",
+            PriceType.MARK: "mark",
+            PriceType.INDEX: "index",
         },
         "stoploss_blocks_assets": False,
         "ws_enabled": True,

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)
@@ -1063,7 +1063,16 @@ class FreqtradeBot(LoggingMixin):
 
         return True
 
-    def cancel_stoploss_on_exchange(self, trade: Trade) -> Trade:
+    def cancel_stoploss_on_exchange(self, trade: Trade, allow_nonblocking: bool = False) -> Trade:
+        """
+        Cancels on exchange stoploss orders for the given trade.
+        :param trade: Trade for which to cancel stoploss order
+        :param allow_nonblocking: If True, will skip cancelling stoploss on exchange
+                                   if the exchange supports blocking stoploss orders.
+        """
+        if allow_nonblocking and not self.exchange.get_option("stoploss_blocks_assets", True):
+            logger.info(f"Skipping cancelling stoploss on exchange for {trade}.")
+            return trade
         # First cancelling stoploss on exchange ...
         for oslo in trade.open_sl_orders:
             try:
@@ -2088,7 +2097,7 @@ class FreqtradeBot(LoggingMixin):
         limit = self.get_valid_price(custom_exit_price, proposed_limit_rate)
 
         # First cancelling stoploss on exchange ...
-        trade = self.cancel_stoploss_on_exchange(trade)
+        trade = self.cancel_stoploss_on_exchange(trade, allow_nonblocking=True)
 
         order_type = ordertype or self.strategy.order_types[exit_type]
         if exit_check.exit_type == ExitType.EMERGENCY_EXIT:
@@ -2378,6 +2387,8 @@ class FreqtradeBot(LoggingMixin):
                 self.strategy.ft_stoploss_adjust(
                     current_rate, trade, datetime.now(UTC), profit, 0, after_fill=True
                 )
+            if not trade.is_open:
+                self.cancel_stoploss_on_exchange(trade)
             # Updating wallets when order is closed
             self.wallets.update()
         return trade

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.
@@ -151,7 +152,8 @@ class RecursiveAnalysis(BaseAnalysis):
         backtesting._set_strategy(backtesting.strategylist[0])
 
         strat = backtesting.strategy
-        self._strat_scc = strat.startup_candle_count
+        if self._strat_scc is None:
+            self._strat_scc = strat.startup_candle_count
 
         if self._strat_scc < 1:
             raise ConfigurationError(

freqtrade/optimize/backtesting.py

@@ -126,6 +126,7 @@ class Backtesting:
 
         self.config["dry_run"] = True
         self.price_pair_prec: dict[str, Series] = {}
+        self.available_pairs: list[str] = []
         self.run_ids: dict[str, str] = {}
         self.strategylist: list[IStrategy] = []
         self.all_bt_content: dict[str, BacktestContentType] = {}
@@ -176,7 +177,8 @@ class Backtesting:
         self._validate_pairlists_for_backtesting()
 
         self.dataprovider.add_pairlisthandler(self.pairlists)
-        self.pairlists.refresh_pairlist()
+        self.dynamic_pairlist: bool = self.config.get("enable_dynamic_pairlist", False)
+        self.pairlists.refresh_pairlist(only_first=self.dynamic_pairlist)
 
         if len(self.pairlists.whitelist) == 0:
             raise OperationalException("No pair in whitelist.")
@@ -211,7 +213,6 @@ class Backtesting:
         self._can_short = self.trading_mode != TradingMode.SPOT
         self._position_stacking: bool = self.config.get("position_stacking", False)
         self.enable_protections: bool = self.config.get("enable_protections", False)
-        self.dynamic_pairlist: bool = self.config.get("enable_dynamic_pairlist", False)
         migrate_data(config, self.exchange)
 
         self.init_backtest()
@@ -335,10 +336,12 @@ class Backtesting:
         self.progress.set_new_value(1)
         self._load_bt_data_detail()
         self.price_pair_prec = {}
+
         for pair in self.pairlists.whitelist:
             if pair in data:
                 # Load price precision logic
                 self.price_pair_prec[pair] = get_tick_size_over_time(data[pair])
+                self.available_pairs.append(pair)
         return data, self.timerange
 
     def _load_bt_data_detail(self) -> None:
@@ -371,6 +374,7 @@ class Backtesting:
                 timerange=self.timerange,
                 startup_candles=0,
                 fail_without_data=True,
+                fill_up_missing=False,
                 data_format=self.config["dataformat_ohlcv"],
                 candle_type=CandleType.FUNDING_RATE,
             )
@@ -1587,7 +1591,7 @@ class Backtesting:
             self.check_abort()
 
             if self.dynamic_pairlist and self.pairlists:
-                self.pairlists.refresh_pairlist()
+                self.pairlists.refresh_pairlist(pairs=self.available_pairs)
                 pairs = self.pairlists.whitelist
 
             # Reset open trade count for this candle

freqtrade/optimize/hyperopt/hyperopt_auto.py

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

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 = {}
 
@@ -167,37 +161,39 @@ 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"):
-            result["protection"] = round_dict(
-                {p.name: params.get(p.name) for p in self.protection_space}, 13
-            )
-        if HyperoptTools.has_space(self.config, "roi"):
-            result["roi"] = round_dict(
-                {str(k): v for k, v in self.custom_hyperopt.generate_roi_table(params).items()}, 13
-            )
-        if HyperoptTools.has_space(self.config, "stoploss"):
-            result["stoploss"] = round_dict(
-                {p.name: params.get(p.name) for p in self.stoploss_space}, 13
-            )
-        if HyperoptTools.has_space(self.config, "trailing"):
-            result["trailing"] = round_dict(
-                self.custom_hyperopt.generate_trailing_params(params), 13
-            )
-        if HyperoptTools.has_space(self.config, "trades"):
-            result["max_open_trades"] = round_dict(
-                {
-                    "max_open_trades": (
-                        self.backtesting.strategy.max_open_trades
-                        if self.backtesting.strategy.max_open_trades != float("inf")
-                        else -1
-                    )
-                },
-                13,
-            )
+        for space in self.spaces.keys():
+            if space == "protection":
+                result["protection"] = round_dict(
+                    {p.name: params.get(p.name) for p in self.spaces[space]}, 13
+                )
+            elif space == "roi":
+                result["roi"] = round_dict(
+                    {str(k): v for k, v in self.custom_hyperopt.generate_roi_table(params).items()},
+                    13,
+                )
+            elif space == "stoploss":
+                result["stoploss"] = round_dict(
+                    {p.name: params.get(p.name) for p in self.spaces[space]}, 13
+                )
+            elif space == "trailing":
+                result["trailing"] = round_dict(
+                    self.custom_hyperopt.generate_trailing_params(params), 13
+                )
+            elif space == "trades":
+                result["max_open_trades"] = round_dict(
+                    {
+                        "max_open_trades": (
+                            self.backtesting.strategy.max_open_trades
+                            if self.backtesting.strategy.max_open_trades != float("inf")
+                            else -1
+                        )
+                    },
+                    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"):
-            # 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()
+        spaces = ["buy", "sell", "protection", "roi", "stoploss", "trailing", "trades"]
+        spaces += [s for s in self.custom_hyperopt.get_available_spaces() if s not in spaces]
 
-        if HyperoptTools.has_space(self.config, "buy"):
-            logger.debug("Hyperopt has 'buy' space")
-            self.buy_space = self.custom_hyperopt.buy_indicator_space()
+        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
+                # Enable Protections if protection space is selected.
+                self.config["enable_protections"] = True
+                self.backtesting.enable_protections = True
+                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, "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
-        )
-
-    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.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."
+            )
+        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
@@ -219,21 +219,22 @@ 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
-            )
-            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
-            )
+            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, space, f"{name} parameters:", non_optimized
+                )
 
     @staticmethod
     def _params_update_for_json(result_dict, params, non_optimized, space: str) -> None:

freqtrade/persistence/trade_model.py

@@ -48,7 +48,7 @@ from freqtrade.leverage import interest
 from freqtrade.misc import safe_value_fallback
 from freqtrade.persistence.base import ModelBase, SessionType
 from freqtrade.persistence.custom_data import CustomDataWrapper, _CustomData
-from freqtrade.util import FtPrecise, dt_from_ts, dt_now, dt_ts, dt_ts_none
+from freqtrade.util import FtPrecise, dt_from_ts, dt_now, dt_ts, dt_ts_none, round_value
 
 
 logger = logging.getLogger(__name__)
@@ -654,9 +654,10 @@ class LocalTrade:
         )
 
         return (
-            f"Trade(id={self.id}, pair={self.pair}, amount={self.amount:.8f}, "
-            f"is_short={self.is_short or False}, leverage={self.leverage or 1.0}, "
-            f"open_rate={self.open_rate:.8f}, open_since={open_since})"
+            f"Trade(id={self.id}, pair={self.pair}, amount={round_value(self.amount, 8)}, "
+            f"is_short={self.is_short or False}, "
+            f"leverage={round_value(self.leverage or 1.0, 1)}, "
+            f"open_rate={round_value(self.open_rate, 8)}, open_since={open_since})"
         )
 
     def to_json(self, minified: bool = False) -> dict[str, Any]:
@@ -755,6 +756,8 @@ 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/plot/plotting.py

@@ -75,11 +75,11 @@ def init_plotscript(config, markets: list, startup_candles: int = 0):
         )
 
     no_trades = False
-    filename = config.get("exportfilename")
+    filename = config.get("exportfilename") or config.get("exportdirectory")
     if config.get("no_trades", False):
         no_trades = True
     elif config["trade_source"] == "file":
-        if not filename.is_dir() and not filename.is_file():
+        if not filename or (not filename.is_dir() and not filename.is_file()):
             logger.warning("Backtest file is missing skipping trades.")
             no_trades = True
     try:

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:
+                    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) == 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__)
@@ -129,12 +130,24 @@ 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()
 
-    def refresh_pairlist(self) -> None:
-        """Run pairlist through all configured Pairlist Handlers."""
+    def refresh_pairlist(self, only_first: bool = False, pairs: list[str] | None = None) -> None:
+        """
+        Run pairlist through all configured Pairlist Handlers.
+
+        :param only_first: If True, only run the first PairList handler (the generator)
+            and skip all subsequent filters. Used during backtesting startup to ensure
+            historic data is loaded for the complete universe of pairs that the
+            generator can produce (even if later filters would reduce the list size).
+            Prevents missing data when a filter returns a variable number of pairs
+            across refresh cycles.
+        :param pairs: Optional list of pairs to intersect with the generated pairlist.
+            Only pairs present both in the generated list and this parameter are kept.
+            Used in backtesting to filter out pairs with no available data.
+        """
         # Tickers should be cached to avoid calling the exchange on each call.
         tickers: dict = {}
         if self._tickers_needed:
@@ -143,10 +156,15 @@ class PairListManager(LoggingMixin):
         # Generate the pairlist with first Pairlist Handler in the chain
         pairlist = self._pairlist_handlers[0].gen_pairlist(tickers)
 
-        # Process all Pairlist Handlers in the chain
-        # except for the first one, which is the generator.
-        for pairlist_handler in self._pairlist_handlers[1:]:
-            pairlist = pairlist_handler.filter_pairlist(pairlist, tickers)
+        # Optional intersection with an explicit list of pairs (used in backtesting)
+        if pairs is not None:
+            pairlist = [p for p in pairlist if p in pairs]
+
+        if not only_first:
+            # Process all Pairlist Handlers in the chain
+            # except for the first one, which is the generator.
+            for pairlist_handler in self._pairlist_handlers[1:]:
+                pairlist = pairlist_handler.filter_pairlist(pairlist, tickers)
 
         # Validation against blacklist happens after the chain of Pairlist Handlers
         # to ensure blacklist is respected.

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