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1030 Commits
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| faeda2a166 | |||
| 3d67e0893a |
+87
-45
@@ -35,6 +35,15 @@ jobs:
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- name: Install uv
|
||||
uses: astral-sh/setup-uv@v5
|
||||
with:
|
||||
enable-cache: true
|
||||
python-version: ${{ matrix.python-version }}
|
||||
cache-dependency-glob: "requirements**.txt"
|
||||
cache-suffix: "${{ matrix.python-version }}"
|
||||
prune-cache: false
|
||||
|
||||
- name: Cache_dependencies
|
||||
uses: actions/cache@v4
|
||||
id: cache
|
||||
@@ -42,12 +51,6 @@ jobs:
|
||||
path: ~/dependencies/
|
||||
key: ${{ runner.os }}-dependencies
|
||||
|
||||
- name: pip cache (linux)
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: ~/.cache/pip
|
||||
key: test-${{ matrix.os }}-${{ matrix.python-version }}-pip
|
||||
|
||||
- name: TA binary *nix
|
||||
if: steps.cache.outputs.cache-hit != 'true'
|
||||
run: |
|
||||
@@ -55,13 +58,13 @@ jobs:
|
||||
|
||||
- name: Installation - *nix
|
||||
run: |
|
||||
python -m pip install --upgrade pip wheel
|
||||
uv pip install --upgrade wheel
|
||||
export LD_LIBRARY_PATH=${HOME}/dependencies/lib:$LD_LIBRARY_PATH
|
||||
export TA_LIBRARY_PATH=${HOME}/dependencies/lib
|
||||
export TA_INCLUDE_PATH=${HOME}/dependencies/include
|
||||
pip install -r requirements-dev.txt
|
||||
pip install -e ft_client/
|
||||
pip install -e .
|
||||
uv pip install -r requirements-dev.txt
|
||||
uv pip install -e ft_client/
|
||||
uv pip install -e .
|
||||
|
||||
- name: Check for version alignment
|
||||
run: |
|
||||
@@ -91,6 +94,11 @@ jobs:
|
||||
run: |
|
||||
python build_helpers/extract_config_json_schema.py
|
||||
|
||||
- name: Run command docs partials extract
|
||||
# This should be kept before the repository check to ensure that the docs are up-to-date
|
||||
run: |
|
||||
python build_helpers/create_command_partials.py
|
||||
|
||||
- name: Check for repository changes
|
||||
run: |
|
||||
if [ -n "$(git status --porcelain)" ]; then
|
||||
@@ -156,6 +164,15 @@ jobs:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
check-latest: true
|
||||
|
||||
- name: Install uv
|
||||
uses: astral-sh/setup-uv@v5
|
||||
with:
|
||||
enable-cache: true
|
||||
python-version: ${{ matrix.python-version }}
|
||||
cache-dependency-glob: "requirements**.txt"
|
||||
cache-suffix: "${{ matrix.python-version }}"
|
||||
prune-cache: false
|
||||
|
||||
- name: Cache_dependencies
|
||||
uses: actions/cache@v4
|
||||
id: cache
|
||||
@@ -163,12 +180,6 @@ jobs:
|
||||
path: ~/dependencies/
|
||||
key: ${{ matrix.os }}-dependencies
|
||||
|
||||
- name: pip cache (macOS)
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: ~/Library/Caches/pip
|
||||
key: ${{ matrix.os }}-${{ matrix.python-version }}-pip
|
||||
|
||||
- name: TA binary *nix
|
||||
if: steps.cache.outputs.cache-hit != 'true'
|
||||
run: |
|
||||
@@ -196,17 +207,17 @@ jobs:
|
||||
rm /usr/local/bin/python3.11-config || true
|
||||
rm /usr/local/bin/python3.12-config || true
|
||||
|
||||
brew install hdf5 c-blosc libomp
|
||||
brew install libomp
|
||||
|
||||
- name: Installation (python)
|
||||
run: |
|
||||
python -m pip install --upgrade pip wheel
|
||||
uv pip install wheel
|
||||
export LD_LIBRARY_PATH=${HOME}/dependencies/lib:$LD_LIBRARY_PATH
|
||||
export TA_LIBRARY_PATH=${HOME}/dependencies/lib
|
||||
export TA_INCLUDE_PATH=${HOME}/dependencies/include
|
||||
pip install -r requirements-dev.txt
|
||||
pip install -e ft_client/
|
||||
pip install -e .
|
||||
uv pip install -r requirements-dev.txt
|
||||
uv pip install -e ft_client/
|
||||
uv pip install -e .
|
||||
|
||||
- name: Tests
|
||||
run: |
|
||||
@@ -276,19 +287,25 @@ jobs:
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- name: Pip cache (Windows)
|
||||
uses: actions/cache@v4
|
||||
- name: Install uv
|
||||
uses: astral-sh/setup-uv@v5
|
||||
with:
|
||||
path: ~\AppData\Local\pip\Cache
|
||||
key: ${{ matrix.os }}-${{ matrix.python-version }}-pip
|
||||
enable-cache: true
|
||||
python-version: ${{ matrix.python-version }}
|
||||
cache-dependency-glob: "requirements**.txt"
|
||||
cache-suffix: "${{ matrix.python-version }}"
|
||||
prune-cache: false
|
||||
|
||||
- name: Installation
|
||||
run: |
|
||||
function uvpipFunction { uv pip $args }
|
||||
Set-Alias -name pip -value uvpipFunction
|
||||
|
||||
./build_helpers/install_windows.ps1
|
||||
|
||||
- name: Tests
|
||||
run: |
|
||||
pytest --random-order
|
||||
pytest --random-order --durations 20 -n auto
|
||||
|
||||
- name: Check for repository changes
|
||||
run: |
|
||||
@@ -409,6 +426,15 @@ jobs:
|
||||
with:
|
||||
python-version: "3.12"
|
||||
|
||||
- name: Install uv
|
||||
uses: astral-sh/setup-uv@v5
|
||||
with:
|
||||
enable-cache: true
|
||||
python-version: "3.12"
|
||||
cache-dependency-glob: "requirements**.txt"
|
||||
cache-suffix: "3.12"
|
||||
prune-cache: false
|
||||
|
||||
- name: Cache_dependencies
|
||||
uses: actions/cache@v4
|
||||
id: cache
|
||||
@@ -416,11 +442,6 @@ jobs:
|
||||
path: ~/dependencies/
|
||||
key: ${{ runner.os }}-dependencies
|
||||
|
||||
- name: pip cache (linux)
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: ~/.cache/pip
|
||||
key: test-${{ matrix.os }}-${{ matrix.python-version }}-pip
|
||||
|
||||
- name: TA binary *nix
|
||||
if: steps.cache.outputs.cache-hit != 'true'
|
||||
@@ -429,13 +450,13 @@ jobs:
|
||||
|
||||
- name: Installation - *nix
|
||||
run: |
|
||||
python -m pip install --upgrade pip wheel
|
||||
uv pip install --upgrade wheel
|
||||
export LD_LIBRARY_PATH=${HOME}/dependencies/lib:$LD_LIBRARY_PATH
|
||||
export TA_LIBRARY_PATH=${HOME}/dependencies/lib
|
||||
export TA_INCLUDE_PATH=${HOME}/dependencies/include
|
||||
pip install -r requirements-dev.txt
|
||||
pip install -e ft_client/
|
||||
pip install -e .
|
||||
uv pip install -r requirements-dev.txt
|
||||
uv pip install -e ft_client/
|
||||
uv pip install -e .
|
||||
|
||||
- name: Tests incl. ccxt compatibility tests
|
||||
env:
|
||||
@@ -517,13 +538,40 @@ jobs:
|
||||
ft_client/dist
|
||||
retention-days: 10
|
||||
|
||||
deploy-pypi:
|
||||
name: "Deploy to PyPI"
|
||||
deploy-test-pypi:
|
||||
name: "Publish Python 🐍 distribution 📦 to TestPyPI"
|
||||
needs: [ build ]
|
||||
runs-on: ubuntu-22.04
|
||||
if: (github.event_name == 'release')
|
||||
environment:
|
||||
name: release
|
||||
name: testpypi
|
||||
url: https://test.pypi.org/p/freqtrade
|
||||
permissions:
|
||||
id-token: write
|
||||
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Download artifact 📦
|
||||
uses: actions/download-artifact@v4
|
||||
with:
|
||||
pattern: freqtrade*-build
|
||||
path: dist
|
||||
merge-multiple: true
|
||||
|
||||
- name: Publish to PyPI (Test)
|
||||
uses: pypa/gh-action-pypi-publish@v1.12.4
|
||||
with:
|
||||
repository-url: https://test.pypi.org/legacy/
|
||||
|
||||
|
||||
deploy-pypi:
|
||||
name: "Publish Python 🐍 distribution 📦 to PyPI"
|
||||
needs: [ build ]
|
||||
runs-on: ubuntu-22.04
|
||||
if: (github.event_name == 'release')
|
||||
environment:
|
||||
name: pypi
|
||||
url: https://pypi.org/p/freqtrade
|
||||
permissions:
|
||||
id-token: write
|
||||
@@ -538,14 +586,8 @@ jobs:
|
||||
path: dist
|
||||
merge-multiple: true
|
||||
|
||||
|
||||
- name: Publish to PyPI (Test)
|
||||
uses: pypa/gh-action-pypi-publish@v1.10.3
|
||||
with:
|
||||
repository-url: https://test.pypi.org/legacy/
|
||||
|
||||
- name: Publish to PyPI
|
||||
uses: pypa/gh-action-pypi-publish@v1.10.3
|
||||
uses: pypa/gh-action-pypi-publish@v1.12.4
|
||||
|
||||
|
||||
deploy-docker:
|
||||
|
||||
+12
-7
@@ -9,7 +9,7 @@ repos:
|
||||
# stages: [push]
|
||||
|
||||
- repo: https://github.com/pre-commit/mirrors-mypy
|
||||
rev: "v1.13.0"
|
||||
rev: "v1.14.1"
|
||||
hooks:
|
||||
- id: mypy
|
||||
exclude: build_helpers
|
||||
@@ -17,13 +17,13 @@ repos:
|
||||
- types-cachetools==5.5.0.20240820
|
||||
- types-filelock==3.2.7
|
||||
- types-requests==2.32.0.20241016
|
||||
- types-tabulate==0.9.0.20240106
|
||||
- types-python-dateutil==2.9.0.20241003
|
||||
- SQLAlchemy==2.0.36
|
||||
- types-tabulate==0.9.0.20241207
|
||||
- types-python-dateutil==2.9.0.20241206
|
||||
- SQLAlchemy==2.0.37
|
||||
# stages: [push]
|
||||
|
||||
- repo: https://github.com/pycqa/isort
|
||||
rev: "5.13.2"
|
||||
rev: "6.0.0"
|
||||
hooks:
|
||||
- id: isort
|
||||
name: isort (python)
|
||||
@@ -31,7 +31,7 @@ repos:
|
||||
|
||||
- repo: https://github.com/charliermarsh/ruff-pre-commit
|
||||
# Ruff version.
|
||||
rev: 'v0.7.1'
|
||||
rev: 'v0.9.3'
|
||||
hooks:
|
||||
- id: ruff
|
||||
- id: ruff-format
|
||||
@@ -56,8 +56,13 @@ repos:
|
||||
.*\.md
|
||||
)$
|
||||
|
||||
- repo: https://github.com/stefmolin/exif-stripper
|
||||
rev: 0.6.1
|
||||
hooks:
|
||||
- id: strip-exif
|
||||
|
||||
- repo: https://github.com/codespell-project/codespell
|
||||
rev: v2.3.0
|
||||
rev: v2.4.0
|
||||
hooks:
|
||||
- id: codespell
|
||||
additional_dependencies:
|
||||
|
||||
+1
-1
@@ -11,7 +11,7 @@ ENV FT_APP_ENV="docker"
|
||||
# Prepare environment
|
||||
RUN mkdir /freqtrade \
|
||||
&& apt-get update \
|
||||
&& apt-get -y install sudo libatlas3-base curl sqlite3 libhdf5-serial-dev libgomp1 \
|
||||
&& apt-get -y install sudo libatlas3-base curl sqlite3 libgomp1 \
|
||||
&& apt-get clean \
|
||||
&& useradd -u 1000 -G sudo -U -m -s /bin/bash ftuser \
|
||||
&& chown ftuser:ftuser /freqtrade \
|
||||
|
||||
@@ -32,15 +32,18 @@ Please read the [exchange specific notes](docs/exchanges.md) to learn about even
|
||||
- [X] [BingX](https://bingx.com/invite/0EM9RX)
|
||||
- [X] [Bybit](https://bybit.com/)
|
||||
- [X] [Gate.io](https://www.gate.io/ref/6266643)
|
||||
- [X] [HTX](https://www.htx.com/) (Former Huobi)
|
||||
- [X] [HTX](https://www.htx.com/)
|
||||
- [X] [Hyperliquid](https://hyperliquid.xyz/) (A decentralized exchange, or DEX)
|
||||
- [X] [Kraken](https://kraken.com/)
|
||||
- [X] [OKX](https://okx.com/) (Former OKEX)
|
||||
- [X] [OKX](https://okx.com/)
|
||||
- [X] [MyOKX](https://okx.com/) (OKX EEA)
|
||||
- [ ] [potentially many others](https://github.com/ccxt/ccxt/). _(We cannot guarantee they will work)_
|
||||
|
||||
### Supported Futures Exchanges (experimental)
|
||||
|
||||
- [X] [Binance](https://www.binance.com/)
|
||||
- [X] [Gate.io](https://www.gate.io/ref/6266643)
|
||||
- [X] [Hyperliquid](https://hyperliquid.xyz/) (A decentralized exchange, or DEX)
|
||||
- [X] [OKX](https://okx.com/)
|
||||
- [X] [Bybit](https://bybit.com/)
|
||||
|
||||
@@ -87,13 +90,13 @@ For further (native) installation methods, please refer to the [Installation doc
|
||||
|
||||
```
|
||||
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-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
|
||||
|
||||
positional arguments:
|
||||
{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-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}
|
||||
trade Trade module.
|
||||
create-userdir Create user-data directory.
|
||||
new-config Create new config
|
||||
@@ -117,6 +120,7 @@ positional arguments:
|
||||
list-markets Print markets on exchange.
|
||||
list-pairs Print pairs on exchange.
|
||||
list-strategies Print available strategies.
|
||||
list-hyperoptloss Print available hyperopt loss functions.
|
||||
list-freqaimodels Print available freqAI models.
|
||||
list-timeframes Print available timeframes for the exchange.
|
||||
show-trades Show trades.
|
||||
@@ -133,7 +137,6 @@ positional arguments:
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-V, --version show program's version number and exit
|
||||
|
||||
```
|
||||
|
||||
### Telegram RPC commands
|
||||
|
||||
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
@@ -0,0 +1,53 @@
|
||||
import subprocess
|
||||
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")
|
||||
|
||||
|
||||
for command in subcommands:
|
||||
print(f"Running for {command}")
|
||||
result = subprocess.run(["freqtrade", command, "--help"], capture_output=True, text=True)
|
||||
|
||||
with Path(f"docs/commands/{command}.md").open("w") as f:
|
||||
f.write(f"```\n{result.stdout}\n```\n")
|
||||
@@ -1,11 +1,10 @@
|
||||
# vendored Wheels compiled via https://github.com/xmatthias/ta-lib-python/tree/ta_bundled_040
|
||||
|
||||
python -m pip install --upgrade pip wheel
|
||||
python -m pip install --upgrade pip
|
||||
python -c "import sys; print(f'{sys.version_info.major}.{sys.version_info.minor}')"
|
||||
|
||||
$pyv = python -c "import sys; print(f'{sys.version_info.major}.{sys.version_info.minor}')"
|
||||
|
||||
|
||||
pip install --find-links=build_helpers\ --prefer-binary TA-Lib
|
||||
pip install -U wheel "numpy<2"
|
||||
pip install --only-binary ta-lib --find-links=build_helpers\ ta-lib
|
||||
|
||||
pip install -r requirements-dev.txt
|
||||
pip install -e .
|
||||
|
||||
BIN
Binary file not shown.
+32
-11
@@ -13,6 +13,10 @@
|
||||
"description": "The timeframe to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). \nUsually specified in the strategy and missing in the configuration.",
|
||||
"type": "string"
|
||||
},
|
||||
"proxy_coin": {
|
||||
"description": "Proxy coin - must be used for specific futures modes (e.g. BNFCR)",
|
||||
"type": "string"
|
||||
},
|
||||
"stake_currency": {
|
||||
"description": "Currency used for staking.",
|
||||
"type": "string"
|
||||
@@ -102,8 +106,17 @@
|
||||
},
|
||||
"dry_run_wallet": {
|
||||
"description": "Initial wallet balance for dry run mode.",
|
||||
"type": "number",
|
||||
"default": 1000
|
||||
"type": [
|
||||
"number",
|
||||
"object"
|
||||
],
|
||||
"default": 1000,
|
||||
"patternProperties": {
|
||||
"^[a-zA-Z0-9]+$": {
|
||||
"type": "number"
|
||||
}
|
||||
},
|
||||
"additionalProperties": false
|
||||
},
|
||||
"cancel_open_orders_on_exit": {
|
||||
"description": "Cancel open orders when exiting.",
|
||||
@@ -592,7 +605,11 @@
|
||||
"type": "string"
|
||||
},
|
||||
"chat_id": {
|
||||
"description": "Telegram chat ID",
|
||||
"description": "Telegram chat or group ID",
|
||||
"type": "string"
|
||||
},
|
||||
"topic_id": {
|
||||
"description": "Telegram topic ID - only applicable for group chats",
|
||||
"type": "string"
|
||||
},
|
||||
"allow_custom_messages": {
|
||||
@@ -682,12 +699,18 @@
|
||||
},
|
||||
"exit_fill": {
|
||||
"description": "Telegram setting for exit fill signals.",
|
||||
"type": "string",
|
||||
"enum": [
|
||||
"on",
|
||||
"off",
|
||||
"silent"
|
||||
"type": [
|
||||
"string",
|
||||
"object"
|
||||
],
|
||||
"additionalProperties": {
|
||||
"type": "string",
|
||||
"enum": [
|
||||
"on",
|
||||
"off",
|
||||
"silent"
|
||||
]
|
||||
},
|
||||
"default": "on"
|
||||
},
|
||||
"exit_cancel": {
|
||||
@@ -956,7 +979,7 @@
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"x": {
|
||||
"verbosity": {
|
||||
"description": "Logging verbosity level.",
|
||||
"type": "string",
|
||||
"enum": [
|
||||
@@ -1032,7 +1055,6 @@
|
||||
"enum": [
|
||||
"json",
|
||||
"jsongz",
|
||||
"hdf5",
|
||||
"feather",
|
||||
"parquet"
|
||||
],
|
||||
@@ -1044,7 +1066,6 @@
|
||||
"enum": [
|
||||
"json",
|
||||
"jsongz",
|
||||
"hdf5",
|
||||
"feather",
|
||||
"parquet"
|
||||
],
|
||||
|
||||
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
@@ -11,7 +11,7 @@ ENV FT_APP_ENV="docker"
|
||||
# Prepare environment
|
||||
RUN mkdir /freqtrade \
|
||||
&& apt-get update \
|
||||
&& apt-get -y install sudo libatlas3-base libopenblas-dev curl sqlite3 libhdf5-dev libutf8proc-dev libsnappy-dev \
|
||||
&& apt-get -y install sudo libatlas3-base libopenblas-dev curl sqlite3 libutf8proc-dev libsnappy-dev \
|
||||
&& apt-get clean \
|
||||
&& useradd -u 1000 -G sudo -U -m ftuser \
|
||||
&& chown ftuser:ftuser /freqtrade \
|
||||
|
||||
@@ -37,8 +37,9 @@ class SuperDuperHyperOptLoss(IHyperOptLoss):
|
||||
min_date: datetime,
|
||||
max_date: datetime,
|
||||
config: Config,
|
||||
processed: Dict[str, DataFrame],
|
||||
backtest_stats: Dict[str, Any],
|
||||
processed: dict[str, DataFrame],
|
||||
backtest_stats: dict[str, Any],
|
||||
starting_balance: float,
|
||||
**kwargs,
|
||||
) -> float:
|
||||
"""
|
||||
@@ -70,6 +71,7 @@ Currently, the arguments are:
|
||||
* `config`: Config object used (Note: Not all strategy-related parameters will be updated here if they are part of a hyperopt space).
|
||||
* `processed`: Dict of Dataframes with the pair as keys containing the data used for backtesting.
|
||||
* `backtest_stats`: Backtesting statistics using the same format as the backtesting file "strategy" substructure. Available fields can be seen in `generate_strategy_stats()` in `optimize_reports.py`.
|
||||
* `starting_balance`: Starting balance used for backtesting.
|
||||
|
||||
This function needs to return a floating point number (`float`). Smaller numbers will be interpreted as better results. The parameters and balancing for this is up to you.
|
||||
|
||||
@@ -103,7 +105,7 @@ class MyAwesomeStrategy(IStrategy):
|
||||
SKDecimal(0.01, 0.20, decimals=3, name='roi_p3'),
|
||||
]
|
||||
|
||||
def generate_roi_table(params: Dict) -> Dict[int, float]:
|
||||
def generate_roi_table(params: Dict) -> dict[int, float]:
|
||||
|
||||
roi_table = {}
|
||||
roi_table[0] = params['roi_p1'] + params['roi_p2'] + params['roi_p3']
|
||||
|
||||
@@ -4,6 +4,7 @@ This guide walks you through utilizing public trade data for advanced orderflow
|
||||
|
||||
!!! Warning "Experimental Feature"
|
||||
The orderflow feature is currently in beta and may be subject to changes in future releases. Please report any issues or feedback on the [Freqtrade GitHub repository](https://github.com/freqtrade/freqtrade/issues).
|
||||
It's also currently not been tested with freqAI - and combining these two features is considered out of scope at this point.
|
||||
|
||||
!!! Warning "Performance"
|
||||
Orderflow requires raw trades data. This data is rather large, and can cause a slow initial startup, when freqtrade needs to download the trades data for the last X candles. Additionally, enabling this feature will cause increased memory usage. Please ensure to have sufficient resources available.
|
||||
@@ -69,8 +70,8 @@ dataframe["delta"] # Difference between ask and bid volume.
|
||||
dataframe["min_delta"] # Minimum delta within the candle
|
||||
dataframe["max_delta"] # Maximum delta within the candle
|
||||
dataframe["total_trades"] # Total number of trades
|
||||
dataframe["stacked_imbalances_bid"] # Price level of stacked bid imbalance
|
||||
dataframe["stacked_imbalances_ask"] # Price level of stacked ask imbalance
|
||||
dataframe["stacked_imbalances_bid"] # List of price levels of stacked bid imbalance range beginnings
|
||||
dataframe["stacked_imbalances_ask"] # List of price levels of stacked ask imbalance range beginnings
|
||||
```
|
||||
|
||||
You can access these columns in your strategy code for further analysis. Here's an example:
|
||||
|
||||
Binary file not shown.
|
Before Width: | Height: | Size: 53 KiB After Width: | Height: | Size: 51 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 18 KiB After Width: | Height: | Size: 12 KiB |
+30
-99
@@ -7,103 +7,7 @@ To learn how to get data for the pairs and exchange you're interested in, head o
|
||||
|
||||
## Backtesting command reference
|
||||
|
||||
```
|
||||
usage: freqtrade backtesting [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH] [-i TIMEFRAME]
|
||||
[--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,hdf5}]
|
||||
[--max-open-trades INT]
|
||||
[--stake-amount STAKE_AMOUNT] [--fee FLOAT]
|
||||
[-p PAIRS [PAIRS ...]] [--eps] [--dmmp]
|
||||
[--enable-protections]
|
||||
[--dry-run-wallet DRY_RUN_WALLET]
|
||||
[--timeframe-detail TIMEFRAME_DETAIL]
|
||||
[--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
|
||||
[--export {none,trades,signals}]
|
||||
[--export-filename PATH]
|
||||
[--breakdown {day,week,month} [{day,week,month} ...]]
|
||||
[--cache {none,day,week,month}]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --timeframe TIMEFRAME
|
||||
Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `feather`).
|
||||
--max-open-trades INT
|
||||
Override the value of the `max_open_trades`
|
||||
configuration setting.
|
||||
--stake-amount STAKE_AMOUNT
|
||||
Override the value of the `stake_amount` configuration
|
||||
setting.
|
||||
--fee FLOAT Specify fee ratio. Will be applied twice (on trade
|
||||
entry and exit).
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--eps, --enable-position-stacking
|
||||
Allow buying the same pair multiple times (position
|
||||
stacking).
|
||||
--dmmp, --disable-max-market-positions
|
||||
Disable applying `max_open_trades` during backtest
|
||||
(same as setting `max_open_trades` to a very high
|
||||
number).
|
||||
--enable-protections, --enableprotections
|
||||
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
|
||||
Starting balance, used for backtesting / hyperopt and
|
||||
dry-runs.
|
||||
--timeframe-detail TIMEFRAME_DETAIL
|
||||
Specify detail timeframe for backtesting (`1m`, `5m`,
|
||||
`30m`, `1h`, `1d`).
|
||||
--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]
|
||||
Provide a space-separated list of strategies to
|
||||
backtest. Please note that timeframe needs to be set
|
||||
either in config or via command line. When using this
|
||||
together with `--export trades`, the strategy-name is
|
||||
injected into the filename (so `backtest-data.json`
|
||||
becomes `backtest-data-SampleStrategy.json`
|
||||
--export {none,trades,signals}
|
||||
Export backtest results (default: trades).
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use this filename for backtest results.Requires
|
||||
`--export` to be set as well. Example: `--export-filen
|
||||
ame=user_data/backtest_results/backtest_today.json`
|
||||
--breakdown {day,week,month} [{day,week,month} ...]
|
||||
Show backtesting breakdown per [day, week, month].
|
||||
--cache {none,day,week,month}
|
||||
Load a cached backtest result no older than specified
|
||||
age (default: day).
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
|
||||
```
|
||||
--8<-- "commands/backtesting.md"
|
||||
|
||||
## Test your strategy with Backtesting
|
||||
|
||||
@@ -558,6 +462,7 @@ Since backtesting lacks some detailed information about what happens within a ca
|
||||
- Stoploss
|
||||
- ROI
|
||||
- Trailing stoploss
|
||||
- Position reversals (futures only) happen if an entry signal in the other direction than the closing trade triggers at the candle the existing trade closes.
|
||||
|
||||
Taking these assumptions, backtesting tries to mirror real trading as closely as possible. However, backtesting will **never** replace running a strategy in dry-run mode.
|
||||
Also, keep in mind that past results don't guarantee future success.
|
||||
@@ -572,7 +477,7 @@ These limits are usually listed in the exchange documentation as "trading rules"
|
||||
Backtesting (as well as live and dry-run) does honor these limits, and will ensure that a stoploss can be placed below this value - so the value will be slightly higher than what the exchange specifies.
|
||||
Freqtrade has however no information about historic limits.
|
||||
|
||||
This can lead to situations where trading-limits are inflated by using a historic price, resulting in minimum amounts > 50$.
|
||||
This can lead to situations where trading-limits are inflated by using a historic price, resulting in minimum amounts > 50\$.
|
||||
|
||||
For example:
|
||||
|
||||
@@ -603,7 +508,12 @@ To utilize this, you can append `--timeframe-detail 5m` to your regular backtest
|
||||
freqtrade backtesting --strategy AwesomeStrategy --timeframe 1h --timeframe-detail 5m
|
||||
```
|
||||
|
||||
This will load 1h data as well as 5m data for the timeframe. The strategy will be analyzed with the 1h timeframe, and Entry orders will only be placed at the main timeframe, however Order fills and exit signals will be evaluated at the 5m candle, simulating intra-candle movements.
|
||||
This will load 1h data (the main timeframe) as well as 5m data (detail timeframe) for the selected timerange.
|
||||
The strategy will be analyzed with the 1h timeframe.
|
||||
Candles where activity may take place (there's an active signal, the pair is in a trade) are evaluated at the 5m timeframe.
|
||||
This will allow for a more accurate simulation of intra-candle movements - and can lead to different results, especially on higher timeframes.
|
||||
|
||||
Entries will generally still happen at the main candle's open, however freed trade slots may be freed earlier (if the exit signal is triggered on the 5m candle), which can then be used for a new trade of a different pair.
|
||||
|
||||
All callback functions (`custom_exit()`, `custom_stoploss()`, ... ) will be running for each 5m candle once the trade is opened (so 12 times in the above example of 1h timeframe, and 5m detailed timeframe).
|
||||
|
||||
@@ -615,6 +525,27 @@ Also, data must be available / downloaded already.
|
||||
!!! Tip
|
||||
You can use this function as the last part of strategy development, to ensure your strategy is not exploiting one of the [backtesting assumptions](#assumptions-made-by-backtesting). Strategies that perform similarly well with this mode have a good chance to perform well in dry/live modes too (although only forward-testing (dry-mode) can really confirm a strategy).
|
||||
|
||||
??? Sample "Extreme Difference Example"
|
||||
Using `--timeframe-detail` on an extreme example (all below pairs have the 10:00 candle with an entry signal) may lead to the following backtesting Trade sequence with 1 max_open_trades:
|
||||
|
||||
| Pair | Entry Time | Exit Time | Duration |
|
||||
|------|------------|-----------| -------- |
|
||||
| BTC/USDT | 2024-01-01 10:00:00 | 2021-01-01 10:05:00 | 5m |
|
||||
| ETH/USDT | 2024-01-01 10:05:00 | 2021-01-01 10:15:00 | 10m |
|
||||
| XRP/USDT | 2024-01-01 10:15:00 | 2021-01-01 10:30:00 | 15m |
|
||||
| SOL/USDT | 2024-01-01 10:15:00 | 2021-01-01 11:05:00 | 50m |
|
||||
| BTC/USDT | 2024-01-01 11:05:00 | 2021-01-01 12:00:00 | 55m |
|
||||
|
||||
Without timeframe-detail, this would look like:
|
||||
|
||||
| Pair | Entry Time | Exit Time | Duration |
|
||||
|------|------------|-----------| -------- |
|
||||
| BTC/USDT | 2024-01-01 10:00:00 | 2021-01-01 11:00:00 | 1h |
|
||||
| BTC/USDT | 2024-01-01 11:00:00 | 2021-01-01 12:00:00 | 1h |
|
||||
|
||||
The difference is significant, as without detail data, only the first `max_open_trades` signals per candle are evaluated, and the trade slots are only freed at the end of the candle, allowing for a new trade to be opened at the next candle.
|
||||
|
||||
|
||||
## Backtesting multiple strategies
|
||||
|
||||
To compare multiple strategies, a list of Strategies can be provided to backtesting.
|
||||
|
||||
+2
-92
@@ -10,101 +10,11 @@ This page explains the different parameters of the bot and how to run it.
|
||||
|
||||
## Bot commands
|
||||
|
||||
```
|
||||
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-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
|
||||
|
||||
positional arguments:
|
||||
{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-freqaimodels,list-timeframes,show-trades,test-pairlist,convert-db,install-ui,plot-dataframe,plot-profit,webserver,strategy-updater,lookahead-analysis,recursive-analysis}
|
||||
trade Trade module.
|
||||
create-userdir Create user-data directory.
|
||||
new-config Create new config
|
||||
show-config Show resolved config
|
||||
new-strategy Create new strategy
|
||||
download-data Download backtesting data.
|
||||
convert-data Convert candle (OHLCV) data from one format to
|
||||
another.
|
||||
convert-trade-data Convert trade data from one format to another.
|
||||
trades-to-ohlcv Convert trade data to OHLCV data.
|
||||
list-data List downloaded data.
|
||||
backtesting Backtesting module.
|
||||
backtesting-show Show past Backtest results
|
||||
backtesting-analysis
|
||||
Backtest Analysis module.
|
||||
edge Edge module.
|
||||
hyperopt Hyperopt module.
|
||||
hyperopt-list List Hyperopt results
|
||||
hyperopt-show Show details of Hyperopt results
|
||||
list-exchanges Print available exchanges.
|
||||
list-markets Print markets on exchange.
|
||||
list-pairs Print pairs on exchange.
|
||||
list-strategies Print available strategies.
|
||||
list-freqaimodels Print available freqAI models.
|
||||
list-timeframes Print available timeframes for the exchange.
|
||||
show-trades Show trades.
|
||||
test-pairlist Test your pairlist configuration.
|
||||
convert-db Migrate database to different system
|
||||
install-ui Install FreqUI
|
||||
plot-dataframe Plot candles with indicators.
|
||||
plot-profit Generate plot showing profits.
|
||||
webserver Webserver module.
|
||||
strategy-updater updates outdated strategy files to the current version
|
||||
lookahead-analysis Check for potential look ahead bias.
|
||||
recursive-analysis Check for potential recursive formula issue.
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-V, --version show program's version number and exit
|
||||
|
||||
```
|
||||
--8<-- "commands/main.md"
|
||||
|
||||
### Bot trading commands
|
||||
|
||||
```
|
||||
usage: freqtrade trade [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
|
||||
[--userdir PATH] [-s NAME] [--strategy-path PATH]
|
||||
[--db-url PATH] [--sd-notify] [--dry-run]
|
||||
[--dry-run-wallet DRY_RUN_WALLET]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--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
|
||||
Starting balance, used for backtesting / hyperopt and
|
||||
dry-runs.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
|
||||
```
|
||||
--8<-- "commands/trade.md"
|
||||
|
||||
### How to specify which configuration file be used?
|
||||
|
||||
|
||||
@@ -0,0 +1,66 @@
|
||||
```
|
||||
usage: freqtrade backtesting-analysis [-h] [-v] [--no-color] [--logfile FILE]
|
||||
[-V] [-c PATH] [-d PATH]
|
||||
[--userdir PATH]
|
||||
[--export-filename PATH]
|
||||
[--analysis-groups {0,1,2,3,4,5} [{0,1,2,3,4,5} ...]]
|
||||
[--enter-reason-list ENTER_REASON_LIST [ENTER_REASON_LIST ...]]
|
||||
[--exit-reason-list EXIT_REASON_LIST [EXIT_REASON_LIST ...]]
|
||||
[--indicator-list INDICATOR_LIST [INDICATOR_LIST ...]]
|
||||
[--entry-only] [--exit-only]
|
||||
[--timerange TIMERANGE]
|
||||
[--rejected-signals] [--analysis-to-csv]
|
||||
[--analysis-csv-path ANALYSIS_CSV_PATH]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use this filename for backtest results.Requires
|
||||
`--export` to be set as well. Example: `--export-filen
|
||||
ame=user_data/backtest_results/backtest_today.json`
|
||||
--analysis-groups {0,1,2,3,4,5} [{0,1,2,3,4,5} ...]
|
||||
grouping output - 0: simple wins/losses by enter tag,
|
||||
1: by enter_tag, 2: by enter_tag and exit_tag, 3: by
|
||||
pair and enter_tag, 4: by pair, enter_ and exit_tag
|
||||
(this can get quite large), 5: by exit_tag
|
||||
--enter-reason-list ENTER_REASON_LIST [ENTER_REASON_LIST ...]
|
||||
Space separated list of entry signals to analyse.
|
||||
Default: all. e.g. 'entry_tag_a entry_tag_b'
|
||||
--exit-reason-list EXIT_REASON_LIST [EXIT_REASON_LIST ...]
|
||||
Space separated list of exit signals to analyse.
|
||||
Default: all. e.g. 'exit_tag_a roi stop_loss
|
||||
trailing_stop_loss'
|
||||
--indicator-list INDICATOR_LIST [INDICATOR_LIST ...]
|
||||
Space separated list of indicators to analyse. e.g.
|
||||
'close rsi bb_lowerband profit_abs'
|
||||
--entry-only Only analyze entry signals.
|
||||
--exit-only Only analyze exit signals.
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
--rejected-signals Analyse rejected signals
|
||||
--analysis-to-csv Save selected analysis tables to individual CSVs
|
||||
--analysis-csv-path ANALYSIS_CSV_PATH
|
||||
Specify a path to save the analysis CSVs if
|
||||
--analysis-to-csv is enabled. Default:
|
||||
user_data/basktesting_results/
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,36 @@
|
||||
```
|
||||
usage: freqtrade backtesting-show [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--export-filename PATH] [--show-pair-list]
|
||||
[--breakdown {day,week,month} [{day,week,month} ...]]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use this filename for backtest results.Requires
|
||||
`--export` to be set as well. Example: `--export-filen
|
||||
ame=user_data/backtest_results/backtest_today.json`
|
||||
--show-pair-list Show backtesting pairlist sorted by profit.
|
||||
--breakdown {day,week,month} [{day,week,month} ...]
|
||||
Show backtesting breakdown per [day, week, month].
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,107 @@
|
||||
```
|
||||
usage: freqtrade backtesting [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH]
|
||||
[--recursive-strategy-search]
|
||||
[--freqaimodel NAME] [--freqaimodel-path PATH]
|
||||
[-i TIMEFRAME] [--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,feather,parquet}]
|
||||
[--max-open-trades INT]
|
||||
[--stake-amount STAKE_AMOUNT] [--fee FLOAT]
|
||||
[-p PAIRS [PAIRS ...]] [--eps]
|
||||
[--enable-protections]
|
||||
[--dry-run-wallet DRY_RUN_WALLET]
|
||||
[--timeframe-detail TIMEFRAME_DETAIL]
|
||||
[--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
|
||||
[--export {none,trades,signals}]
|
||||
[--export-filename PATH]
|
||||
[--breakdown {day,week,month} [{day,week,month} ...]]
|
||||
[--cache {none,day,week,month}]
|
||||
[--freqai-backtest-live-models]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --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`).
|
||||
--max-open-trades INT
|
||||
Override the value of the `max_open_trades`
|
||||
configuration setting.
|
||||
--stake-amount STAKE_AMOUNT
|
||||
Override the value of the `stake_amount` configuration
|
||||
setting.
|
||||
--fee FLOAT Specify fee ratio. Will be applied twice (on trade
|
||||
entry and exit).
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--eps, --enable-position-stacking
|
||||
Allow buying the same pair multiple times (position
|
||||
stacking).
|
||||
--enable-protections, --enableprotections
|
||||
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
|
||||
Starting balance, used for backtesting / hyperopt and
|
||||
dry-runs.
|
||||
--timeframe-detail TIMEFRAME_DETAIL
|
||||
Specify detail timeframe for backtesting (`1m`, `5m`,
|
||||
`30m`, `1h`, `1d`).
|
||||
--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]
|
||||
Provide a space-separated list of strategies to
|
||||
backtest. Please note that timeframe needs to be set
|
||||
either in config or via command line. When using this
|
||||
together with `--export trades`, the strategy-name is
|
||||
injected into the filename (so `backtest-data.json`
|
||||
becomes `backtest-data-SampleStrategy.json`
|
||||
--export {none,trades,signals}
|
||||
Export backtest results (default: trades).
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use this filename for backtest results.Requires
|
||||
`--export` to be set as well. Example: `--export-filen
|
||||
ame=user_data/backtest_results/backtest_today.json`
|
||||
--breakdown {day,week,month} [{day,week,month} ...]
|
||||
Show backtesting breakdown per [day, week, month].
|
||||
--cache {none,day,week,month}
|
||||
Load a cached backtest result no older than specified
|
||||
age (default: day).
|
||||
--freqai-backtest-live-models
|
||||
Run backtest with ready models.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,52 @@
|
||||
```
|
||||
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]
|
||||
[-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 ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--format-from {json,jsongz,feather,parquet}
|
||||
Source format for data conversion.
|
||||
--format-to {json,jsongz,feather,parquet}
|
||||
Destination format for data conversion.
|
||||
--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 ...]
|
||||
Specify which tickers to download. Space-separated
|
||||
list. Default: `1m 5m`.
|
||||
--trading-mode {spot,margin,futures}, --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
|
||||
available types.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,12 @@
|
||||
```
|
||||
usage: freqtrade convert-db [-h] [--db-url PATH] [--db-url-from PATH]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--db-url-from PATH Source db url to use when migrating a database.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,41 @@
|
||||
```
|
||||
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}
|
||||
--format-to {json,jsongz,feather,parquet}
|
||||
[--erase] [--exchange EXCHANGE]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--format-from {json,jsongz,feather,parquet,kraken_csv}
|
||||
Source format for data conversion.
|
||||
--format-to {json,jsongz,feather,parquet}
|
||||
Destination format for data conversion.
|
||||
--erase Clean all existing data for the selected
|
||||
exchange/pairs/timeframes.
|
||||
--exchange EXCHANGE Exchange name. Only valid if no config is provided.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,10 @@
|
||||
```
|
||||
usage: freqtrade create-userdir [-h] [--userdir PATH] [--reset]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
--reset Reset sample files to their original state.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,70 @@
|
||||
```
|
||||
usage: freqtrade download-data [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[-p PAIRS [PAIRS ...]] [--pairs-file FILE]
|
||||
[--days INT] [--new-pairs-days INT]
|
||||
[--include-inactive-pairs]
|
||||
[--timerange TIMERANGE] [--dl-trades]
|
||||
[--convert] [--exchange EXCHANGE]
|
||||
[-t TIMEFRAMES [TIMEFRAMES ...]] [--erase]
|
||||
[--data-format-ohlcv {json,jsongz,feather,parquet}]
|
||||
[--data-format-trades {json,jsongz,feather,parquet}]
|
||||
[--trading-mode {spot,margin,futures}]
|
||||
[--prepend]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--pairs-file FILE File containing a list of pairs. Takes precedence over
|
||||
--pairs or pairs configured in the configuration.
|
||||
--days INT Download data for given number of days.
|
||||
--new-pairs-days INT Download data of new pairs for given number of days.
|
||||
Default: `None`.
|
||||
--include-inactive-pairs
|
||||
Also download data from inactive pairs.
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
--dl-trades Download trades instead of OHLCV data.
|
||||
--convert Convert downloaded trades to OHLCV data. Only
|
||||
applicable in combination with `--dl-trades`. Will be
|
||||
automatic for exchanges which don't have historic
|
||||
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 ...]
|
||||
Specify which tickers to download. Space-separated
|
||||
list. Default: `1m 5m`.
|
||||
--erase Clean all existing data for the selected
|
||||
exchange/pairs/timeframes.
|
||||
--data-format-ohlcv {json,jsongz,feather,parquet}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `feather`).
|
||||
--data-format-trades {json,jsongz,feather,parquet}
|
||||
Storage format for downloaded trades data. (default:
|
||||
`feather`).
|
||||
--trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
|
||||
Select Trading mode
|
||||
--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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,69 @@
|
||||
```
|
||||
usage: freqtrade edge [-h] [-v] [--no-color] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH] [--recursive-strategy-search]
|
||||
[--freqaimodel NAME] [--freqaimodel-path PATH]
|
||||
[-i TIMEFRAME] [--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,feather,parquet}]
|
||||
[--max-open-trades INT] [--stake-amount STAKE_AMOUNT]
|
||||
[--fee FLOAT] [-p PAIRS [PAIRS ...]]
|
||||
[--stoplosses STOPLOSS_RANGE]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --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`).
|
||||
--max-open-trades INT
|
||||
Override the value of the `max_open_trades`
|
||||
configuration setting.
|
||||
--stake-amount STAKE_AMOUNT
|
||||
Override the value of the `stake_amount` configuration
|
||||
setting.
|
||||
--fee FLOAT Specify fee ratio. Will be applied twice (on trade
|
||||
entry and exit).
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--stoplosses STOPLOSS_RANGE
|
||||
Defines a range of stoploss values against which edge
|
||||
will assess the strategy. The format is "min,max,step"
|
||||
(without any space). Example:
|
||||
`--stoplosses=-0.01,-0.1,-0.001`
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,62 @@
|
||||
```
|
||||
usage: freqtrade hyperopt-list [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH] [--best]
|
||||
[--profitable] [--min-trades INT]
|
||||
[--max-trades INT] [--min-avg-time FLOAT]
|
||||
[--max-avg-time FLOAT] [--min-avg-profit FLOAT]
|
||||
[--max-avg-profit FLOAT]
|
||||
[--min-total-profit FLOAT]
|
||||
[--max-total-profit FLOAT]
|
||||
[--min-objective FLOAT] [--max-objective FLOAT]
|
||||
[--print-json] [--no-details]
|
||||
[--hyperopt-filename FILENAME]
|
||||
[--export-csv FILE]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--best Select only best epochs.
|
||||
--profitable Select only profitable epochs.
|
||||
--min-trades INT Select epochs with more than INT trades.
|
||||
--max-trades INT Select epochs with less than INT trades.
|
||||
--min-avg-time FLOAT Select epochs above average time.
|
||||
--max-avg-time FLOAT Select epochs below average time.
|
||||
--min-avg-profit FLOAT
|
||||
Select epochs above average profit.
|
||||
--max-avg-profit FLOAT
|
||||
Select epochs below average profit.
|
||||
--min-total-profit FLOAT
|
||||
Select epochs above total profit.
|
||||
--max-total-profit FLOAT
|
||||
Select epochs below total profit.
|
||||
--min-objective FLOAT
|
||||
Select epochs above objective.
|
||||
--max-objective FLOAT
|
||||
Select epochs below objective.
|
||||
--print-json Print output in JSON format.
|
||||
--no-details Do not print best epoch details.
|
||||
--hyperopt-filename FILENAME
|
||||
Hyperopt result filename.Example: `--hyperopt-
|
||||
filename=hyperopt_results_2020-09-27_16-20-48.pickle`
|
||||
--export-csv FILE Export to CSV-File. This will disable table print.
|
||||
Example: --export-csv hyperopt.csv
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,43 @@
|
||||
```
|
||||
usage: freqtrade hyperopt-show [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH] [--best]
|
||||
[--profitable] [-n INT] [--print-json]
|
||||
[--hyperopt-filename FILENAME] [--no-header]
|
||||
[--disable-param-export]
|
||||
[--breakdown {day,week,month} [{day,week,month} ...]]
|
||||
|
||||
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.
|
||||
--print-json Print output in JSON format.
|
||||
--hyperopt-filename FILENAME
|
||||
Hyperopt result filename.Example: `--hyperopt-
|
||||
filename=hyperopt_results_2020-09-27_16-20-48.pickle`
|
||||
--no-header Do not print epoch details header.
|
||||
--disable-param-export
|
||||
Disable automatic hyperopt parameter export.
|
||||
--breakdown {day,week,month} [{day,week,month} ...]
|
||||
Show backtesting breakdown per [day, week, month].
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,121 @@
|
||||
```
|
||||
usage: freqtrade hyperopt [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH] [--recursive-strategy-search]
|
||||
[--freqaimodel NAME] [--freqaimodel-path PATH]
|
||||
[-i TIMEFRAME] [--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,feather,parquet}]
|
||||
[--max-open-trades INT]
|
||||
[--stake-amount STAKE_AMOUNT] [--fee FLOAT]
|
||||
[-p PAIRS [PAIRS ...]] [--hyperopt-path PATH]
|
||||
[--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]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --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`).
|
||||
--max-open-trades INT
|
||||
Override the value of the `max_open_trades`
|
||||
configuration setting.
|
||||
--stake-amount STAKE_AMOUNT
|
||||
Override the value of the `stake_amount` configuration
|
||||
setting.
|
||||
--fee FLOAT Specify fee ratio. Will be applied twice (on trade
|
||||
entry and exit).
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--hyperopt-path PATH Specify additional lookup path for Hyperopt Loss
|
||||
functions.
|
||||
--eps, --enable-position-stacking
|
||||
Allow buying the same pair multiple times (position
|
||||
stacking).
|
||||
--enable-protections, --enableprotections
|
||||
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
|
||||
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} ...]
|
||||
Specify which parameters to hyperopt. Space-separated
|
||||
list.
|
||||
--print-all Print all results, not only the best ones.
|
||||
--print-json Print output in JSON format.
|
||||
-j JOBS, --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
|
||||
are used, etc. If 1 is given, no parallel computing
|
||||
code is used at all.
|
||||
--random-state INT Set random state to some positive integer for
|
||||
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
|
||||
Specify 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,
|
||||
ProfitDrawDownHyperOptLoss, MultiMetricHyperOptLoss
|
||||
--disable-param-export
|
||||
Disable automatic hyperopt parameter export.
|
||||
--ignore-missing-spaces, --ignore-unparameterized-spaces
|
||||
Suppress errors for any requested Hyperopt spaces that
|
||||
do not contain any parameters.
|
||||
--analyze-per-epoch Run populate_indicators once per epoch.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,11 @@
|
||||
```
|
||||
usage: freqtrade install-ui [-h] [--erase] [--ui-version UI_VERSION]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--erase Clean UI folder, don't download new version.
|
||||
--ui-version UI_VERSION
|
||||
Specify a specific version of FreqUI to install. Not
|
||||
specifying this installs the latest version.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,48 @@
|
||||
```
|
||||
usage: freqtrade list-data [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--exchange EXCHANGE]
|
||||
[--data-format-ohlcv {json,jsongz,feather,parquet}]
|
||||
[--data-format-trades {json,jsongz,feather,parquet}]
|
||||
[--trades] [-p PAIRS [PAIRS ...]]
|
||||
[--trading-mode {spot,margin,futures}]
|
||||
[--show-timerange]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--exchange EXCHANGE Exchange name. Only valid if no config is provided.
|
||||
--data-format-ohlcv {json,jsongz,feather,parquet}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `feather`).
|
||||
--data-format-trades {json,jsongz,feather,parquet}
|
||||
Storage format for downloaded trades data. (default:
|
||||
`feather`).
|
||||
--trades Work on trades data instead of OHLCV data.
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
|
||||
Select Trading mode
|
||||
--show-timerange Show timerange available for available data. (May take
|
||||
a while to calculate).
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,29 @@
|
||||
```
|
||||
usage: freqtrade list-exchanges [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH] [-1] [-a]
|
||||
|
||||
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.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,31 @@
|
||||
```
|
||||
usage: freqtrade list-freqaimodels [-h] [-v] [--no-color] [--logfile FILE]
|
||||
[-V] [-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--freqaimodel-path PATH] [-1]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
-1, --one-column Print output in one column.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,31 @@
|
||||
```
|
||||
usage: freqtrade list-hyperoptloss [-h] [-v] [--no-color] [--logfile FILE]
|
||||
[-V] [-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--hyperopt-path PATH] [-1]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--hyperopt-path PATH Specify additional lookup path for Hyperopt Loss
|
||||
functions.
|
||||
-1, --one-column Print output in one column.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,46 @@
|
||||
```
|
||||
usage: freqtrade list-markets [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--exchange EXCHANGE] [--print-list]
|
||||
[--print-json] [-1] [--print-csv]
|
||||
[--base BASE_CURRENCY [BASE_CURRENCY ...]]
|
||||
[--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]]
|
||||
[-a] [--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.
|
||||
--print-list Print list of pairs or market symbols. By default data
|
||||
is printed in the tabular format.
|
||||
--print-json Print list of pairs or market symbols in JSON format.
|
||||
-1, --one-column Print output in one column.
|
||||
--print-csv Print exchange pair or market data in the csv format.
|
||||
--base BASE_CURRENCY [BASE_CURRENCY ...]
|
||||
Specify base currency(-ies). Space-separated list.
|
||||
--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]
|
||||
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}
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,46 @@
|
||||
```
|
||||
usage: freqtrade list-pairs [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--exchange EXCHANGE] [--print-list]
|
||||
[--print-json] [-1] [--print-csv]
|
||||
[--base BASE_CURRENCY [BASE_CURRENCY ...]]
|
||||
[--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]] [-a]
|
||||
[--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.
|
||||
--print-list Print list of pairs or market symbols. By default data
|
||||
is printed in the tabular format.
|
||||
--print-json Print list of pairs or market symbols in JSON format.
|
||||
-1, --one-column Print output in one column.
|
||||
--print-csv Print exchange pair or market data in the csv format.
|
||||
--base BASE_CURRENCY [BASE_CURRENCY ...]
|
||||
Specify base currency(-ies). Space-separated list.
|
||||
--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]
|
||||
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}
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,34 @@
|
||||
```
|
||||
usage: freqtrade list-strategies [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--strategy-path PATH] [-1]
|
||||
[--recursive-strategy-search]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
-1, --one-column Print output in one column.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,30 @@
|
||||
```
|
||||
usage: freqtrade list-timeframes [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--exchange EXCHANGE] [-1]
|
||||
|
||||
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.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,108 @@
|
||||
```
|
||||
usage: freqtrade lookahead-analysis [-h] [-v] [--no-color] [--logfile FILE]
|
||||
[-V] [-c PATH] [-d PATH] [--userdir PATH]
|
||||
[-s NAME] [--strategy-path PATH]
|
||||
[--recursive-strategy-search]
|
||||
[--freqaimodel NAME]
|
||||
[--freqaimodel-path PATH] [-i TIMEFRAME]
|
||||
[--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,feather,parquet}]
|
||||
[--max-open-trades INT]
|
||||
[--stake-amount STAKE_AMOUNT]
|
||||
[--fee FLOAT] [-p PAIRS [PAIRS ...]]
|
||||
[--enable-protections]
|
||||
[--dry-run-wallet DRY_RUN_WALLET]
|
||||
[--timeframe-detail TIMEFRAME_DETAIL]
|
||||
[--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
|
||||
[--export {none,trades,signals}]
|
||||
[--export-filename PATH]
|
||||
[--freqai-backtest-live-models]
|
||||
[--minimum-trade-amount INT]
|
||||
[--targeted-trade-amount INT]
|
||||
[--lookahead-analysis-exportfilename LOOKAHEAD_ANALYSIS_EXPORTFILENAME]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --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`).
|
||||
--max-open-trades INT
|
||||
Override the value of the `max_open_trades`
|
||||
configuration setting.
|
||||
--stake-amount STAKE_AMOUNT
|
||||
Override the value of the `stake_amount` configuration
|
||||
setting.
|
||||
--fee FLOAT Specify fee ratio. Will be applied twice (on trade
|
||||
entry and exit).
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--enable-protections, --enableprotections
|
||||
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
|
||||
Starting balance, used for backtesting / hyperopt and
|
||||
dry-runs.
|
||||
--timeframe-detail TIMEFRAME_DETAIL
|
||||
Specify detail timeframe for backtesting (`1m`, `5m`,
|
||||
`30m`, `1h`, `1d`).
|
||||
--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]
|
||||
Provide a space-separated list of strategies to
|
||||
backtest. Please note that timeframe needs to be set
|
||||
either in config or via command line. When using this
|
||||
together with `--export trades`, the strategy-name is
|
||||
injected into the filename (so `backtest-data.json`
|
||||
becomes `backtest-data-SampleStrategy.json`
|
||||
--export {none,trades,signals}
|
||||
Export backtest results (default: trades).
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use this filename for backtest results.Requires
|
||||
`--export` to be set as well. Example: `--export-filen
|
||||
ame=user_data/backtest_results/backtest_today.json`
|
||||
--freqai-backtest-live-models
|
||||
Run backtest with ready models.
|
||||
--minimum-trade-amount INT
|
||||
Minimum trade amount for lookahead-analysis
|
||||
--targeted-trade-amount INT
|
||||
Targeted trade amount for lookahead analysis
|
||||
--lookahead-analysis-exportfilename LOOKAHEAD_ANALYSIS_EXPORTFILENAME
|
||||
Use this csv-filename to store lookahead-analysis-
|
||||
results
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,51 @@
|
||||
```
|
||||
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}
|
||||
...
|
||||
|
||||
Free, open source crypto trading bot
|
||||
|
||||
positional arguments:
|
||||
{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 Trade module.
|
||||
create-userdir Create user-data directory.
|
||||
new-config Create new config
|
||||
show-config Show resolved config
|
||||
new-strategy Create new strategy
|
||||
download-data Download backtesting data.
|
||||
convert-data Convert candle (OHLCV) data from one format to
|
||||
another.
|
||||
convert-trade-data Convert trade data from one format to another.
|
||||
trades-to-ohlcv Convert trade data to OHLCV data.
|
||||
list-data List downloaded data.
|
||||
backtesting Backtesting module.
|
||||
backtesting-show Show past Backtest results
|
||||
backtesting-analysis
|
||||
Backtest Analysis module.
|
||||
edge Edge module.
|
||||
hyperopt Hyperopt module.
|
||||
hyperopt-list List Hyperopt results
|
||||
hyperopt-show Show details of Hyperopt results
|
||||
list-exchanges Print available exchanges.
|
||||
list-markets Print markets on exchange.
|
||||
list-pairs Print pairs on exchange.
|
||||
list-strategies Print available strategies.
|
||||
list-hyperoptloss Print available hyperopt loss functions.
|
||||
list-freqaimodels Print available freqAI models.
|
||||
list-timeframes Print available timeframes for the exchange.
|
||||
show-trades Show trades.
|
||||
test-pairlist Test your pairlist configuration.
|
||||
convert-db Migrate database to different system
|
||||
install-ui Install FreqUI
|
||||
plot-dataframe Plot candles with indicators.
|
||||
plot-profit Generate plot showing profits.
|
||||
webserver Webserver module.
|
||||
strategy-updater updates outdated strategy files to the current version
|
||||
lookahead-analysis Check for potential look ahead bias.
|
||||
recursive-analysis Check for potential recursive formula issue.
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-V, --version show program's version number and exit
|
||||
|
||||
```
|
||||
@@ -0,0 +1,12 @@
|
||||
```
|
||||
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.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,19 @@
|
||||
```
|
||||
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
|
||||
Path to userdata directory.
|
||||
-s NAME, --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}
|
||||
Use a template which is either `minimal`, `full`
|
||||
(containing multiple sample indicators) or `advanced`.
|
||||
Default: `full`.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,82 @@
|
||||
```
|
||||
usage: freqtrade plot-dataframe [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH]
|
||||
[--recursive-strategy-search]
|
||||
[--freqaimodel NAME] [--freqaimodel-path PATH]
|
||||
[-p PAIRS [PAIRS ...]]
|
||||
[--indicators1 INDICATORS1 [INDICATORS1 ...]]
|
||||
[--indicators2 INDICATORS2 [INDICATORS2 ...]]
|
||||
[--plot-limit INT] [--db-url PATH]
|
||||
[--trade-source {DB,file}]
|
||||
[--export {none,trades,signals}]
|
||||
[--export-filename PATH]
|
||||
[--timerange TIMERANGE] [-i TIMEFRAME]
|
||||
[--no-trades]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--indicators1 INDICATORS1 [INDICATORS1 ...]
|
||||
Set indicators from your strategy you want in the
|
||||
first row of the graph. Space-separated list. Example:
|
||||
`ema3 ema5`. Default: `['sma', 'ema3', 'ema5']`.
|
||||
--indicators2 INDICATORS2 [INDICATORS2 ...]
|
||||
Set indicators from your strategy you want in the
|
||||
third row of the graph. Space-separated list. Example:
|
||||
`fastd fastk`. Default: `['macd', 'macdsignal']`.
|
||||
--plot-limit INT Specify tick limit for plotting. Notice: too high
|
||||
values cause huge files. Default: 750.
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--trade-source {DB,file}
|
||||
Specify the source for trades (Can be DB or file
|
||||
(backtest file)) Default: file
|
||||
--export {none,trades,signals}
|
||||
Export backtest results (default: trades).
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use this filename for backtest results.Requires
|
||||
`--export` to be set as well. Example: `--export-filen
|
||||
ame=user_data/backtest_results/backtest_today.json`
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
-i TIMEFRAME, --timeframe TIMEFRAME
|
||||
Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
|
||||
--no-trades Skip using trades from backtesting file and DB.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,68 @@
|
||||
```
|
||||
usage: freqtrade plot-profit [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH]
|
||||
[--recursive-strategy-search]
|
||||
[--freqaimodel NAME] [--freqaimodel-path PATH]
|
||||
[-p PAIRS [PAIRS ...]] [--timerange TIMERANGE]
|
||||
[--export {none,trades,signals}]
|
||||
[--export-filename PATH] [--db-url PATH]
|
||||
[--trade-source {DB,file}] [-i TIMEFRAME]
|
||||
[--auto-open]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --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).
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use this filename for backtest results.Requires
|
||||
`--export` to be set as well. Example: `--export-filen
|
||||
ame=user_data/backtest_results/backtest_today.json`
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--trade-source {DB,file}
|
||||
Specify the source for trades (Can be DB or file
|
||||
(backtest file)) Default: file
|
||||
-i TIMEFRAME, --timeframe TIMEFRAME
|
||||
Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
|
||||
--auto-open Automatically open generated plot.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,60 @@
|
||||
```
|
||||
usage: freqtrade recursive-analysis [-h] [-v] [--no-color] [--logfile FILE]
|
||||
[-V] [-c PATH] [-d PATH] [--userdir PATH]
|
||||
[-s NAME] [--strategy-path PATH]
|
||||
[--recursive-strategy-search]
|
||||
[--freqaimodel NAME]
|
||||
[--freqaimodel-path PATH] [-i TIMEFRAME]
|
||||
[--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,feather,parquet}]
|
||||
[-p PAIRS [PAIRS ...]]
|
||||
[--startup-candle STARTUP_CANDLE [STARTUP_CANDLE ...]]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --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 ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--startup-candle STARTUP_CANDLE [STARTUP_CANDLE ...]
|
||||
Specify startup candles to be checked (`199`, `499`,
|
||||
`999`, `1999`).
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,16 @@
|
||||
```
|
||||
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
|
||||
Path to userdata directory.
|
||||
-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.
|
||||
--show-sensitive Show secrets in the output.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,37 @@
|
||||
```
|
||||
usage: freqtrade show-trades [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--db-url PATH]
|
||||
[--trade-ids TRADE_IDS [TRADE_IDS ...]]
|
||||
[--print-json]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--trade-ids TRADE_IDS [TRADE_IDS ...]
|
||||
Specify the list of trade ids.
|
||||
--print-json Print output in JSON format.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,41 @@
|
||||
```
|
||||
usage: freqtrade strategy-updater [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
|
||||
[--strategy-path PATH]
|
||||
[--recursive-strategy-search]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]
|
||||
Provide a space-separated list of strategies to
|
||||
backtest. Please note that timeframe needs to be set
|
||||
either in config or via command line. When using this
|
||||
together with `--export trades`, the strategy-name is
|
||||
injected into the filename (so `backtest-data.json`
|
||||
becomes `backtest-data-SampleStrategy.json`
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,22 @@
|
||||
```
|
||||
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
|
||||
Path to userdata directory.
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
-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.
|
||||
--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]
|
||||
Specify quote currency(-ies). Space-separated list.
|
||||
-1, --one-column Print output in one column.
|
||||
--print-json Print list of pairs or market symbols in JSON format.
|
||||
--exchange EXCHANGE Exchange name. Only valid if no config is provided.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,55 @@
|
||||
```
|
||||
usage: freqtrade trade [-h] [-v] [--no-color] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH] [--recursive-strategy-search]
|
||||
[--freqaimodel NAME] [--freqaimodel-path PATH]
|
||||
[--db-url PATH] [--sd-notify] [--dry-run]
|
||||
[--dry-run-wallet DRY_RUN_WALLET] [--fee FLOAT]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--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
|
||||
Starting balance, used for backtesting / hyperopt and
|
||||
dry-runs.
|
||||
--fee FLOAT Specify fee ratio. Will be applied twice (on trade
|
||||
entry and exit).
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,48 @@
|
||||
```
|
||||
usage: freqtrade trades-to-ohlcv [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[-p PAIRS [PAIRS ...]]
|
||||
[-t TIMEFRAMES [TIMEFRAMES ...]]
|
||||
[--exchange EXCHANGE]
|
||||
[--data-format-ohlcv {json,jsongz,feather,parquet}]
|
||||
[--data-format-trades {json,jsongz,feather,parquet}]
|
||||
[--trading-mode {spot,margin,futures}]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
-t TIMEFRAMES [TIMEFRAMES ...], --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.
|
||||
--data-format-ohlcv {json,jsongz,feather,parquet}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `feather`).
|
||||
--data-format-trades {json,jsongz,feather,parquet}
|
||||
Storage format for downloaded trades data. (default:
|
||||
`feather`).
|
||||
--trading-mode {spot,margin,futures}, --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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
@@ -0,0 +1,27 @@
|
||||
```
|
||||
usage: freqtrade webserver [-h] [-v] [--no-color] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
|
||||
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
|
||||
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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
+44
-18
@@ -39,13 +39,19 @@ Please note that Environment variables will overwrite corresponding settings in
|
||||
|
||||
Common example:
|
||||
|
||||
```
|
||||
``` bash
|
||||
FREQTRADE__TELEGRAM__CHAT_ID=<telegramchatid>
|
||||
FREQTRADE__TELEGRAM__TOKEN=<telegramToken>
|
||||
FREQTRADE__EXCHANGE__KEY=<yourExchangeKey>
|
||||
FREQTRADE__EXCHANGE__SECRET=<yourExchangeSecret>
|
||||
```
|
||||
|
||||
Json lists are parsed as json - so you can use the following to set a list of pairs:
|
||||
|
||||
``` bash
|
||||
export FREQTRADE__EXCHANGE__PAIR_WHITELIST='["BTC/USDT", "ETH/USDT"]'
|
||||
```
|
||||
|
||||
!!! Note
|
||||
Environment variables detected are logged at startup - so if you can't find why a value is not what you think it should be based on the configuration, make sure it's not loaded from an environment variable.
|
||||
|
||||
@@ -54,7 +60,7 @@ FREQTRADE__EXCHANGE__SECRET=<yourExchangeSecret>
|
||||
|
||||
??? Warning "Loading sequence"
|
||||
Environment variables are loaded after the initial configuration. As such, you cannot provide the path to the configuration through environment variables. Please use `--config path/to/config.json` for that.
|
||||
This also applies to user_dir to some degree. while the user directory can be set through environment variables - the configuration will **not** be loaded from that location.
|
||||
This also applies to `user_dir` to some degree. while the user directory can be set through environment variables - the configuration will **not** be loaded from that location.
|
||||
|
||||
### Multiple configuration files
|
||||
|
||||
@@ -146,10 +152,10 @@ Freqtrade can also load many options via command line (CLI) arguments (check out
|
||||
|
||||
The prevalence for all Options is as follows:
|
||||
|
||||
- CLI arguments override any other option
|
||||
- [Environment Variables](#environment-variables)
|
||||
- Configuration files are used in sequence (the last file wins) and override Strategy configurations.
|
||||
- Strategy configurations are only used if they are not set via configuration or command-line arguments. These options are marked with [Strategy Override](#parameters-in-the-strategy) in the below table.
|
||||
* CLI arguments override any other option
|
||||
* [Environment Variables](#environment-variables)
|
||||
* Configuration files are used in sequence (the last file wins) and override Strategy configurations.
|
||||
* Strategy configurations are only used if they are not set via configuration or command-line arguments. These options are marked with [Strategy Override](#parameters-in-the-strategy) in the below table.
|
||||
|
||||
### Parameters table
|
||||
|
||||
@@ -168,7 +174,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
|
||||
| `timeframe` | The timeframe to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). Usually missing in configuration, and specified in the strategy. [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** String
|
||||
| `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> **Datatype:** String
|
||||
| `dry_run` | **Required.** Define if the bot must be in Dry Run or production mode. <br>*Defaults to `true`.* <br> **Datatype:** Boolean
|
||||
| `dry_run_wallet` | Define the starting amount in stake currency for the simulated wallet used by the bot running in Dry Run mode.<br>*Defaults to `1000`.* <br> **Datatype:** Float
|
||||
| `dry_run_wallet` | Define the starting amount in stake currency for the simulated wallet used by the bot running in Dry Run mode. [More information below](#dry-run-wallet)<br>*Defaults to `1000`.* <br> **Datatype:** Float or Dict
|
||||
| `cancel_open_orders_on_exit` | Cancel open orders when the `/stop` RPC command is issued, `Ctrl+C` is pressed or the bot dies unexpectedly. When set to `true`, this allows you to use `/stop` to cancel unfilled and partially filled orders in the event of a market crash. It does not impact open positions. <br>*Defaults to `false`.* <br> **Datatype:** Boolean
|
||||
| `process_only_new_candles` | Enable processing of indicators only when new candles arrive. If false each loop populates the indicators, this will mean the same candle is processed many times creating system load but can be useful of your strategy depends on tick data not only candle. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `true`.* <br> **Datatype:** Boolean
|
||||
| `minimal_roi` | **Required.** Set the threshold as ratio the bot will use to exit a trade. [More information below](#understand-minimal_roi). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Dict
|
||||
@@ -183,7 +189,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
|
||||
| `margin_mode` | When trading with leverage, this determines if the collateral owned by the trader will be shared or isolated to each trading pair [leverage documentation](leverage.md). <br> **Datatype:** String
|
||||
| `liquidation_buffer` | A ratio specifying how large of a safety net to place between the liquidation price and the stoploss to prevent a position from reaching the liquidation price [leverage documentation](leverage.md). <br>*Defaults to `0.05`.* <br> **Datatype:** Float
|
||||
| | **Unfilled timeout**
|
||||
| `unfilledtimeout.entry` | **Required.** How long (in minutes or seconds) the bot will wait for an unfilled entry order to complete, after which the order will be cancelled and repeated at current (new) price, as long as there is a signal. [Strategy Override](#parameters-in-the-strategy).<br> **Datatype:** Integer
|
||||
| `unfilledtimeout.entry` | **Required.** How long (in minutes or seconds) the bot will wait for an unfilled entry order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> **Datatype:** Integer
|
||||
| `unfilledtimeout.exit` | **Required.** How long (in minutes or seconds) the bot will wait for an unfilled exit order to complete, after which the order will be cancelled and repeated at current (new) price, as long as there is a signal. [Strategy Override](#parameters-in-the-strategy).<br> **Datatype:** Integer
|
||||
| `unfilledtimeout.unit` | Unit to use in unfilledtimeout setting. Note: If you set unfilledtimeout.unit to "seconds", "internals.process_throttle_secs" must be inferior or equal to timeout [Strategy Override](#parameters-in-the-strategy). <br> *Defaults to `"minutes"`.* <br> **Datatype:** String
|
||||
| `unfilledtimeout.exit_timeout_count` | How many times can exit orders time out. Once this number of timeouts is reached, an emergency exit is triggered. 0 to disable and allow unlimited order cancels. [Strategy Override](#parameters-in-the-strategy).<br>*Defaults to `0`.* <br> **Datatype:** Integer
|
||||
@@ -225,6 +231,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
|
||||
| `exchange.skip_open_order_update` | Skips open order updates on startup should the exchange cause problems. Only relevant in live conditions.<br>*Defaults to `false`*<br> **Datatype:** Boolean
|
||||
| `exchange.unknown_fee_rate` | Fallback value to use when calculating trading fees. This can be useful for exchanges which have fees in non-tradable currencies. The value provided here will be multiplied with the "fee cost".<br>*Defaults to `None`<br> **Datatype:** float
|
||||
| `exchange.log_responses` | Log relevant exchange responses. For debug mode only - use with care.<br>*Defaults to `false`*<br> **Datatype:** Boolean
|
||||
| `exchange.only_from_ccxt` | Prevent data-download from data.binance.vision. Leaving this as false can greatly speed up downloads, but may be problematic if the site is not available.<br>*Defaults to `false`*<br> **Datatype:** Boolean
|
||||
| `experimental.block_bad_exchanges` | Block exchanges known to not work with freqtrade. Leave on default unless you want to test if that exchange works now. <br>*Defaults to `true`.* <br> **Datatype:** Boolean
|
||||
| | **Plugins**
|
||||
| `edge.*` | Please refer to [edge configuration document](edge.md) for detailed explanation of all possible configuration options.
|
||||
@@ -295,10 +302,10 @@ Values set in the configuration file always overwrite values set in the strategy
|
||||
* `order_time_in_force`
|
||||
* `unfilledtimeout`
|
||||
* `disable_dataframe_checks`
|
||||
- `use_exit_signal`
|
||||
* `use_exit_signal`
|
||||
* `exit_profit_only`
|
||||
- `exit_profit_offset`
|
||||
- `ignore_roi_if_entry_signal`
|
||||
* `exit_profit_offset`
|
||||
* `ignore_roi_if_entry_signal`
|
||||
* `ignore_buying_expired_candle_after`
|
||||
* `position_adjustment_enable`
|
||||
* `max_entry_position_adjustment`
|
||||
@@ -311,18 +318,37 @@ There are several methods to configure how much of the stake currency the bot wi
|
||||
|
||||
The minimum stake amount will depend on exchange and pair and is usually listed in the exchange support pages.
|
||||
|
||||
Assuming the minimum tradable amount for XRP/USD is 20 XRP (given by the exchange), and the price is 0.6$, the minimum stake amount to buy this pair is `20 * 0.6 ~= 12`.
|
||||
This exchange has also a limit on USD - where all orders must be > 10$ - which however does not apply in this case.
|
||||
Assuming the minimum tradable amount for XRP/USD is 20 XRP (given by the exchange), and the price is 0.6\$, the minimum stake amount to buy this pair is `20 * 0.6 ~= 12`.
|
||||
This exchange has also a limit on USD - where all orders must be > 10\$ - which however does not apply in this case.
|
||||
|
||||
To guarantee safe execution, freqtrade will not allow buying with a stake-amount of 10.1$, instead, it'll make sure that there's enough space to place a stoploss below the pair (+ an offset, defined by `amount_reserve_percent`, which defaults to 5%).
|
||||
To guarantee safe execution, freqtrade will not allow buying with a stake-amount of 10.1\$, instead, it'll make sure that there's enough space to place a stoploss below the pair (+ an offset, defined by `amount_reserve_percent`, which defaults to 5%).
|
||||
|
||||
With a reserve of 5%, the minimum stake amount would be ~12.6$ (`12 * (1 + 0.05)`). If we take into account a stoploss of 10% on top of that - we'd end up with a value of ~14$ (`12.6 / (1 - 0.1)`).
|
||||
With a reserve of 5%, the minimum stake amount would be ~12.6\$ (`12 * (1 + 0.05)`). If we take into account a stoploss of 10% on top of that - we'd end up with a value of ~14\$ (`12.6 / (1 - 0.1)`).
|
||||
|
||||
To limit this calculation in case of large stoploss values, the calculated minimum stake-limit will never be more than 50% above the real limit.
|
||||
|
||||
!!! Warning
|
||||
Since the limits on exchanges are usually stable and are not updated often, some pairs can show pretty high minimum limits, simply because the price increased a lot since the last limit adjustment by the exchange. Freqtrade adjusts the stake-amount to this value, unless it's > 30% more than the calculated/desired stake-amount - in which case the trade is rejected.
|
||||
|
||||
#### Dry-run wallet
|
||||
|
||||
When running in dry-run mode, the bot will use a simulated wallet to execute trades. The starting balance of this wallet is defined by `dry_run_wallet` (defaults to 1000).
|
||||
For more complex scenarios, you can also assign a dictionary to `dry_run_wallet` to define the starting balance for each currency.
|
||||
|
||||
```json
|
||||
"dry_run_wallet": {
|
||||
"BTC": 0.01,
|
||||
"ETH": 2,
|
||||
"USDT": 1000
|
||||
}
|
||||
```
|
||||
|
||||
Command line options (`--dry-run-wallet`) can be used to override the configuration value, but only for the float value, not for the dictionary. If you'd like to use the dictionary, please adjust the configuration file.
|
||||
|
||||
!!! Note
|
||||
Balances not in stake-currency will not be used for trading, but are shown as part of the wallet balance.
|
||||
On Cross-margin exchanges, the wallet balance may be used to calculate the available collateral for trading.
|
||||
|
||||
#### Tradable balance
|
||||
|
||||
By default, the bot assumes that the `complete amount - 1%` is at it's disposal, and when using [dynamic stake amount](#dynamic-stake-amount), it will split the complete balance into `max_open_trades` buckets per trade.
|
||||
@@ -362,9 +388,9 @@ To overcome this, the option `amend_last_stake_amount` can be set to `True`, whi
|
||||
|
||||
In the example above this would mean:
|
||||
|
||||
- Trade1: 400 USDT
|
||||
- Trade2: 400 USDT
|
||||
- Trade3: 200 USDT
|
||||
* Trade1: 400 USDT
|
||||
* Trade2: 400 USDT
|
||||
* Trade3: 200 USDT
|
||||
|
||||
!!! Note
|
||||
This option only applies with [Static stake amount](#static-stake-amount) - since [Dynamic stake amount](#dynamic-stake-amount) divides the balances evenly.
|
||||
|
||||
+13
-257
@@ -11,86 +11,16 @@ Without provided configuration, `--exchange` becomes mandatory.
|
||||
You can use a relative timerange (`--days 20`) or an absolute starting point (`--timerange 20200101-`). For incremental downloads, the relative approach should be used.
|
||||
|
||||
!!! Tip "Tip: Updating existing data"
|
||||
If you already have backtesting data available in your data-directory and would like to refresh this data up to today, freqtrade will automatically calculate the data missing for the existing pairs and the download will occur from the latest available point until "now", neither --days or --timerange parameters are required. Freqtrade will keep the available data and only download the missing data.
|
||||
If you are updating existing data after inserting new pairs that you have no data for, use `--new-pairs-days xx` parameter. Specified number of days will be downloaded for new pairs while old pairs will be updated with missing data only.
|
||||
If you use `--days xx` parameter alone - data for specified number of days will be downloaded for _all_ pairs. Be careful, if specified number of days is smaller than gap between now and last downloaded candle - freqtrade will delete all existing data to avoid gaps in candle data.
|
||||
If you already have backtesting data available in your data-directory and would like to refresh this data up to today, freqtrade will automatically calculate the missing timerange for the existing pairs and the download will occur from the latest available point until "now", neither `--days` or `--timerange` parameters are required. Freqtrade will keep the available data and only download the missing data.
|
||||
If you are updating existing data after inserting new pairs that you have no data for, use the `--new-pairs-days xx` parameter. Specified number of days will be downloaded for new pairs while old pairs will be updated with missing data only.
|
||||
|
||||
### Usage
|
||||
|
||||
```
|
||||
usage: freqtrade download-data [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[-p PAIRS [PAIRS ...]] [--pairs-file FILE]
|
||||
[--days INT] [--new-pairs-days INT]
|
||||
[--include-inactive-pairs]
|
||||
[--timerange TIMERANGE] [--dl-trades]
|
||||
[--convert] [--exchange EXCHANGE]
|
||||
[-t TIMEFRAMES [TIMEFRAMES ...]] [--erase]
|
||||
[--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}]
|
||||
[--data-format-trades {json,jsongz,hdf5,feather,parquet}]
|
||||
[--trading-mode {spot,margin,futures}]
|
||||
[--prepend]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--pairs-file FILE File containing a list of pairs. Takes precedence over
|
||||
--pairs or pairs configured in the configuration.
|
||||
--days INT Download data for given number of days.
|
||||
--new-pairs-days INT Download data of new pairs for given number of days.
|
||||
Default: `None`.
|
||||
--include-inactive-pairs
|
||||
Also download data from inactive pairs.
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
--dl-trades Download trades instead of OHLCV data. The bot will
|
||||
resample trades to the desired timeframe as specified
|
||||
as --timeframes/-t.
|
||||
--convert Convert downloaded trades to OHLCV data. Only
|
||||
applicable in combination with `--dl-trades`. Will be
|
||||
automatic for exchanges which don't have historic
|
||||
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 ...]
|
||||
Specify which tickers to download. Space-separated
|
||||
list. Default: `1m 5m`.
|
||||
--erase Clean all existing data for the selected
|
||||
exchange/pairs/timeframes.
|
||||
--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `feather`).
|
||||
--data-format-trades {json,jsongz,hdf5,feather,parquet}
|
||||
Storage format for downloaded trades data. (default:
|
||||
`feather`).
|
||||
--trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
|
||||
Select Trading mode
|
||||
--prepend Allow data prepending. (Data-appending is disabled)
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/download-data.md"
|
||||
|
||||
!!! Tip "Downloading all data for one quote currency"
|
||||
Often, you'll want to download data for all pairs of a specific quote-currency. In such cases, you can use the following shorthand:
|
||||
`freqtrade download-data --exchange binance --pairs .*/USDT <...>`. The provided "pairs" string will be expanded to contain all active pairs on the exchange.
|
||||
`freqtrade download-data --exchange binance --pairs ".*/USDT" <...>`. The provided "pairs" string will be expanded to contain all active pairs on the exchange.
|
||||
To also download data for inactive (delisted) pairs, add `--include-inactive-pairs` to the command.
|
||||
|
||||
!!! Note "Startup period"
|
||||
@@ -117,16 +47,17 @@ freqtrade download-data --exchange binance --pairs ETH/USDT XRP/USDT BTC/USDT
|
||||
or as regex (in this case, to download all active USDT pairs)
|
||||
|
||||
```bash
|
||||
freqtrade download-data --exchange binance --pairs .*/USDT
|
||||
freqtrade download-data --exchange binance --pairs ".*/USDT"
|
||||
```
|
||||
|
||||
### Other Notes
|
||||
|
||||
* To use a different directory than the exchange specific default, use `--datadir user_data/data/some_directory`.
|
||||
* To change the exchange used to download the historical data from, please use a different configuration file (you'll probably need to adjust rate limits etc.)
|
||||
* To change the exchange used to download the historical data from, either use `--exchange <exchange>` - or specify a different configuration file.
|
||||
* To use `pairs.json` from some other directory, use `--pairs-file some_other_dir/pairs.json`.
|
||||
* To download historical candle (OHLCV) data for only 10 days, use `--days 10` (defaults to 30 days).
|
||||
* To download historical candle (OHLCV) data from a fixed starting point, use `--timerange 20200101-` - which will download all data from January 1st, 2020.
|
||||
* 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.
|
||||
|
||||
@@ -162,7 +93,6 @@ Freqtrade currently supports the following data-formats:
|
||||
* `feather` - a dataformat based on Apache Arrow
|
||||
* `json` - plain "text" json files
|
||||
* `jsongz` - a gzip-zipped version of json files
|
||||
* `hdf5` - a high performance datastore
|
||||
* `parquet` - columnar datastore (OHLCV only)
|
||||
|
||||
By default, both OHLCV data and trades data are stored in the `feather` format.
|
||||
@@ -172,8 +102,8 @@ To persist this change, you should also add the following snippet to your config
|
||||
|
||||
``` jsonc
|
||||
// ...
|
||||
"dataformat_ohlcv": "hdf5",
|
||||
"dataformat_trades": "hdf5",
|
||||
"dataformat_ohlcv": "feather",
|
||||
"dataformat_trades": "feather",
|
||||
// ...
|
||||
```
|
||||
|
||||
@@ -211,7 +141,6 @@ time freqtrade list-data --show-timerange --data-format-ohlcv <dataformat>
|
||||
| `feather` | 72Mb | 3.5s |
|
||||
| `json` | 149Mb | 25.6s |
|
||||
| `jsongz` | 39Mb | 27s |
|
||||
| `hdf5` | 145Mb | 3.9s |
|
||||
| `parquet` | 83Mb | 3.8s |
|
||||
|
||||
Size has been taken from the BTC/USDT 1m spot combination for the timerange specified above.
|
||||
@@ -249,55 +178,7 @@ Mixing different stake-currencies is allowed for this file, since it's only used
|
||||
|
||||
## Sub-command convert data
|
||||
|
||||
```
|
||||
usage: freqtrade convert-data [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[-p PAIRS [PAIRS ...]] --format-from
|
||||
{json,jsongz,hdf5,feather,parquet} --format-to
|
||||
{json,jsongz,hdf5,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 ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--format-from {json,jsongz,hdf5,feather,parquet}
|
||||
Source format for data conversion.
|
||||
--format-to {json,jsongz,hdf5,feather,parquet}
|
||||
Destination format for data conversion.
|
||||
--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 ...]
|
||||
Specify which tickers to download. Space-separated
|
||||
list. Default: `1m 5m`.
|
||||
--trading-mode {spot,margin,futures}, --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
|
||||
available types.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
```
|
||||
--8<-- "commands/convert-data.md"
|
||||
|
||||
### Example converting data
|
||||
|
||||
@@ -310,46 +191,7 @@ freqtrade convert-data --format-from json --format-to jsongz --datadir ~/.freqtr
|
||||
|
||||
## Sub-command convert trade data
|
||||
|
||||
```
|
||||
usage: freqtrade convert-trade-data [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[-p PAIRS [PAIRS ...]] --format-from
|
||||
{json,jsongz,hdf5,feather,parquet}
|
||||
--format-to
|
||||
{json,jsongz,hdf5,feather,parquet}
|
||||
[--erase] [--exchange EXCHANGE]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--format-from {json,jsongz,hdf5,feather,parquet}
|
||||
Source format for data conversion.
|
||||
--format-to {json,jsongz,hdf5,feather,parquet}
|
||||
Destination format for data conversion.
|
||||
--erase Clean all existing data for the selected
|
||||
exchange/pairs/timeframes.
|
||||
--exchange EXCHANGE Exchange name. Only valid if no config is provided.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/convert-trade-data.md"
|
||||
|
||||
### Example converting trades
|
||||
|
||||
@@ -365,49 +207,7 @@ freqtrade convert-trade-data --format-from jsongz --format-to json --datadir ~/.
|
||||
When you need to use `--dl-trades` (kraken only) to download data, conversion of trades data to ohlcv data is the last step.
|
||||
This command will allow you to repeat this last step for additional timeframes without re-downloading the data.
|
||||
|
||||
```
|
||||
usage: freqtrade trades-to-ohlcv [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[-p PAIRS [PAIRS ...]]
|
||||
[-t TIMEFRAMES [TIMEFRAMES ...]]
|
||||
[--exchange EXCHANGE]
|
||||
[--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}]
|
||||
[--data-format-trades {json,jsongz,hdf5,feather}]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
-t TIMEFRAMES [TIMEFRAMES ...], --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.
|
||||
--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `feather`).
|
||||
--data-format-trades {json,jsongz,hdf5,feather}
|
||||
Storage format for downloaded trades data. (default:
|
||||
`feather`).
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/trades-to-ohlcv.md"
|
||||
|
||||
### Example trade-to-ohlcv conversion
|
||||
|
||||
@@ -419,51 +219,7 @@ freqtrade trades-to-ohlcv --exchange kraken -t 5m 1h 1d --pairs BTC/EUR ETH/EUR
|
||||
|
||||
You can get a list of downloaded data using the `list-data` sub-command.
|
||||
|
||||
```
|
||||
usage: freqtrade list-data [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
|
||||
[--userdir PATH] [--exchange EXCHANGE]
|
||||
[--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}]
|
||||
[--data-format-trades {json,jsongz,hdf5,feather,parquet}]
|
||||
[--trades] [-p PAIRS [PAIRS ...]]
|
||||
[--trading-mode {spot,margin,futures}]
|
||||
[--show-timerange]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--exchange EXCHANGE Exchange name. Only valid if no config is provided.
|
||||
--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `feather`).
|
||||
--data-format-trades {json,jsongz,hdf5,feather,parquet}
|
||||
Storage format for downloaded trades data. (default:
|
||||
`feather`).
|
||||
--trades Work on trades data instead of OHLCV data.
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--trading-mode {spot,margin,futures}, --tradingmode {spot,margin,futures}
|
||||
Select Trading mode
|
||||
--show-timerange Show timerange available for available data. (May take
|
||||
a while to calculate).
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/list-data.md"
|
||||
|
||||
### Example list-data
|
||||
|
||||
|
||||
+7
-1
@@ -81,4 +81,10 @@ version 2023.3 saw the removal of `populate_any_indicators` in favor of split me
|
||||
|
||||
## Removal of `protections` from configuration
|
||||
|
||||
Setting protections from the configuration via `"protections": [],` has been removed in 2024.10, after having raised deprecation warnings for over 3 years.
|
||||
Setting protections from the configuration via `"protections": [],` has been removed in 2024.10, after having raised deprecation warnings for over 3 years.
|
||||
|
||||
## hdf5 data storage
|
||||
|
||||
Using hdf5 as data storage has been deprecated in 2024.12 and was removed in 2025.1. We recommend switching to the feather data format.
|
||||
|
||||
Please use the [`convert-data` subcommand](data-download.md#sub-command-convert-data) to convert your existing data to one of the supported formats before updating.
|
||||
|
||||
+2
-2
@@ -162,7 +162,7 @@ Hopefully you also want to contribute this back upstream.
|
||||
|
||||
Whatever your motivations are - This should get you off the ground in trying to develop a new Pairlist Handler.
|
||||
|
||||
First of all, have a look at the [VolumePairList](https://github.com/freqtrade/freqtrade/blob/develop/freqtrade/pairlist/VolumePairList.py) Handler, and best copy this file with a name of your new Pairlist Handler.
|
||||
First of all, have a look at the [VolumePairList](https://github.com/freqtrade/freqtrade/blob/develop/freqtrade/plugins/pairlist/VolumePairList.py) Handler, and best copy this file with a name of your new Pairlist Handler.
|
||||
|
||||
This is a simple Handler, which however serves as a good example on how to start developing.
|
||||
|
||||
@@ -226,7 +226,7 @@ In `VolumePairList`, this implements different methods of sorting, does early va
|
||||
##### sample
|
||||
|
||||
``` python
|
||||
def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
|
||||
def filter_pairlist(self, pairlist: list[str], tickers: dict) -> List[str]:
|
||||
# Generate dynamic whitelist
|
||||
pairs = self._calculate_pairlist(pairlist, tickers)
|
||||
return pairs
|
||||
|
||||
+1
-58
@@ -215,64 +215,7 @@ Let's say the stake currency is **ETH** and there is $10$ **ETH** on the wallet.
|
||||
|
||||
## Edge command reference
|
||||
|
||||
```
|
||||
usage: freqtrade edge [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
|
||||
[--userdir PATH] [-s NAME] [--strategy-path PATH]
|
||||
[-i TIMEFRAME] [--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,hdf5}]
|
||||
[--max-open-trades INT] [--stake-amount STAKE_AMOUNT]
|
||||
[--fee FLOAT] [-p PAIRS [PAIRS ...]]
|
||||
[--stoplosses STOPLOSS_RANGE]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --timeframe TIMEFRAME
|
||||
Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
--data-format-ohlcv {json,jsongz,hdf5}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `None`).
|
||||
--max-open-trades INT
|
||||
Override the value of the `max_open_trades`
|
||||
configuration setting.
|
||||
--stake-amount STAKE_AMOUNT
|
||||
Override the value of the `stake_amount` configuration
|
||||
setting.
|
||||
--fee FLOAT Specify fee ratio. Will be applied twice (on trade
|
||||
entry and exit).
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--stoplosses STOPLOSS_RANGE
|
||||
Defines a range of stoploss values against which edge
|
||||
will assess the strategy. The format is "min,max,step"
|
||||
(without any space). Example:
|
||||
`--stoplosses=-0.01,-0.1,-0.001`
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
|
||||
```
|
||||
--8<-- "commands/edge.md"
|
||||
|
||||
## Configurations
|
||||
|
||||
|
||||
+73
-5
@@ -118,7 +118,7 @@ When trading on Binance Futures market, orderbook must be used because there is
|
||||
},
|
||||
```
|
||||
|
||||
#### Binance futures settings
|
||||
#### Binance isolated futures settings
|
||||
|
||||
Users will also have to have the futures-setting "Position Mode" set to "One-way Mode", and "Asset Mode" set to "Single-Asset Mode".
|
||||
These settings will be checked on startup, and freqtrade will show an error if this setting is wrong.
|
||||
@@ -127,6 +127,27 @@ These settings will be checked on startup, and freqtrade will show an error if t
|
||||
|
||||
Freqtrade will not attempt to change these settings.
|
||||
|
||||
#### Binance BNFCR futures
|
||||
|
||||
BNFCR mode are a special type of futures mode on Binance to work around regulatory issues in Europe.
|
||||
To use BNFCR futures, you will have to have the following combination of settings:
|
||||
|
||||
``` jsonc
|
||||
{
|
||||
// ...
|
||||
"trading_mode": "futures",
|
||||
"margin_mode": "cross",
|
||||
"proxy_coin": "BNFCR",
|
||||
"stake_currency": "USDT" // or "USDC"
|
||||
// ...
|
||||
}
|
||||
```
|
||||
|
||||
The `stake_currency` setting defines the markets the bot will be operating in. This choice is really arbitrary.
|
||||
|
||||
On the exchange, you'll have to use "Multi-asset Mode" - and "Position Mode set to "One-way Mode".
|
||||
Freqtrade will check these settings on startup, but won't attempt to change them.
|
||||
|
||||
## Bingx
|
||||
|
||||
BingX supports [time_in_force](configuration.md#understand-order_time_in_force) with settings "GTC" (good till cancelled), "IOC" (immediate-or-cancel) and "PO" (Post only) settings.
|
||||
@@ -189,7 +210,7 @@ freqtrade download-data --exchange kraken --dl-trades -p BTC/EUR BCH/EUR
|
||||
It will also take a long time, as freqtrade will need to download every single trade that happened on the exchange for the pair / timerange combination, therefore please be patient.
|
||||
|
||||
!!! Warning "rateLimit tuning"
|
||||
Please pay attention that rateLimit configuration entry holds delay in milliseconds between requests, NOT requests\sec rate.
|
||||
Please pay attention that rateLimit configuration entry holds delay in milliseconds between requests, NOT requests/sec rate.
|
||||
So, in order to mitigate Kraken API "Rate limit exceeded" exception, this configuration should be increased, NOT decreased.
|
||||
|
||||
## Kucoin
|
||||
@@ -217,12 +238,12 @@ Kucoin supports [time_in_force](configuration.md#understand-order_time_in_force)
|
||||
For Kucoin, it is suggested to add `"KCS/<STAKE>"` to your blacklist to avoid issues, unless you are willing to maintain enough extra `KCS` on the account or unless you're willing to disable using `KCS` for fees.
|
||||
Kucoin accounts may use `KCS` for fees, and if a trade happens to be on `KCS`, further trades may consume this position and make the initial `KCS` trade unsellable as the expected amount is not there anymore.
|
||||
|
||||
## HTX (formerly Huobi)
|
||||
## HTX
|
||||
|
||||
!!! Tip "Stoploss on Exchange"
|
||||
HTX supports `stoploss_on_exchange` and uses `stop-limit` orders. It provides great advantages, so we recommend to benefit from it by enabling stoploss on exchange.
|
||||
|
||||
## OKX (former OKEX)
|
||||
## OKX
|
||||
|
||||
OKX requires a passphrase for each api key, you will therefore need to add this key into the configuration so your exchange section looks as follows:
|
||||
|
||||
@@ -236,6 +257,9 @@ OKX requires a passphrase for each api key, you will therefore need to add this
|
||||
}
|
||||
```
|
||||
|
||||
If you've registered with OKX on the host my.okx.com (OKX EAA)- you will need to use `"myokx"` as the exchange name.
|
||||
Using the wrong exchange will result in the error "OKX Error 50119: API key doesn't exist" - as the 2 are separate entities.
|
||||
|
||||
!!! Warning
|
||||
OKX only provides 100 candles per api call. Therefore, the strategy will only have a pretty low amount of data available in backtesting mode.
|
||||
|
||||
@@ -252,6 +276,14 @@ OKX requires a passphrase for each api key, you will therefore need to add this
|
||||
Gate.io allows the use of `POINT` to pay for fees. As this is not a tradable currency (no regular market available), automatic fee calculations will fail (and default to a fee of 0).
|
||||
The configuration parameter `exchange.unknown_fee_rate` can be used to specify the exchange rate between Point and the stake currency. Obviously, changing the stake-currency will also require changes to this value.
|
||||
|
||||
Gate API keys require the following permissions on top of the market type you want to trade:
|
||||
|
||||
* "Spot Trade" _or_ "Perpetual Futures" (Read and Write) (either select both, or the one matching the market you want to trade)
|
||||
* "Wallet" (read only)
|
||||
* "Account" (read only)
|
||||
|
||||
Without these permissions, the bot will not start correctly and show errors like "permission missing".
|
||||
|
||||
## Bybit
|
||||
|
||||
Futures trading on bybit is currently supported for USDT markets, and will use isolated futures mode.
|
||||
@@ -261,6 +293,7 @@ On startup, freqtrade will set the position mode to "One-way Mode" for the whole
|
||||
As bybit doesn't provide funding rate history, the dry-run calculation is used for live trades as well.
|
||||
|
||||
API Keys for live futures trading must have the following permissions:
|
||||
|
||||
* Read-write
|
||||
* Contract - Orders
|
||||
* Contract - Positions
|
||||
@@ -295,6 +328,41 @@ It's therefore required to pass the UID as well.
|
||||
!!! Warning "Necessary Verification"
|
||||
Bitmart requires Verification Lvl2 to successfully trade on the spot market through the API - even though trading via UI works just fine with just Lvl1 verification.
|
||||
|
||||
## Hyperliquid
|
||||
|
||||
!!! Tip "Stoploss on Exchange"
|
||||
Hyperliquid supports `stoploss_on_exchange` and uses `stop-loss-limit` orders. It provides great advantages, so we recommend to benefit from it.
|
||||
|
||||
Hyperliquid is a Decentralized Exchange (DEX). Decentralized exchanges work a bit different compared to normal exchanges. Instead of authenticating private API calls using an API key, private API calls need to be signed with the private key of your wallet (We recommend using an api Wallet for this, generated either on Hyperliquid or in your wallet of choice).
|
||||
This needs to be configured like this:
|
||||
|
||||
```json
|
||||
"exchange": {
|
||||
"name": "hyperliquid",
|
||||
"walletAddress": "your_eth_wallet_address",
|
||||
"privateKey": "your_api_private_key",
|
||||
// ...
|
||||
}
|
||||
```
|
||||
|
||||
* walletAddress in hex format: `0x<40 hex characters>` - Can be easily copied from your wallet - and should be your wallet address, not your API Wallet Address.
|
||||
* privateKey in hex format: `0x<64 hex characters>` - Use the key the API Wallet shows on creation.
|
||||
|
||||
Hyperliquid handles deposits and withdrawals on the Arbitrum One chain, a Layer 2 scaling solution built on top of Ethereum. Hyperliquid uses USDC as quote / collateral. The process of depositing USDC on Hyperliquid requires a couple of steps, see [how to start trading](https://hyperliquid.gitbook.io/hyperliquid-docs/onboarding/how-to-start-trading) for details on what steps are needed.
|
||||
|
||||
!!! Note "Hyperliquid general usage Notes"
|
||||
Hyperliquid does not support market orders, however ccxt will simulate market orders by placing limit orders with a maximum slippage of 5%.
|
||||
Unfortunately, hyperliquid only offers 5000 historic candles, so backtesting will either need to build candles historically (by waiting and downloading the data incrementally over time) - or will be limited to the last 5000 candles.
|
||||
|
||||
!!! Info "Some general best practices (non exhaustive)"
|
||||
* Beware of supply chain attacks, like pip package poisoning etcetera. Whenever you use your private key, make sure your environment is safe.
|
||||
* Don't use your actual wallet private key for trading. Use the Hyperliquid [API generator](https://app.hyperliquid.xyz/API) to create a separate API wallet.
|
||||
* Don't store your actual wallet private key on the server you use for freqtrade. Use the API wallet private key instead. This key won't allow withdrawals, only trading.
|
||||
* Always keep your mnemonic phrase and private key private.
|
||||
* Don't use the same mnemonic as the one you had to backup when initializing a hardware wallet, using the same mnemonic basically deletes the security of your hardware wallet.
|
||||
* Create a different software wallet, only transfer the funds you want to trade with to that wallet, and use that wallet to trade on Hyperliquid.
|
||||
* If you have funds you don't want to use for trading (after making a profit for example), transfer them back to your hardware wallet.
|
||||
|
||||
## All exchanges
|
||||
|
||||
Should you experience constant errors with Nonce (like `InvalidNonce`), it is best to regenerate the API keys. Resetting Nonce is difficult and it's usually easier to regenerate the API keys.
|
||||
@@ -304,7 +372,7 @@ Should you experience constant errors with Nonce (like `InvalidNonce`), it is be
|
||||
* The Ocean (exchange id: `theocean`) exchange uses Web3 functionality and requires `web3` python package to be installed:
|
||||
|
||||
```shell
|
||||
$ pip3 install web3
|
||||
pip3 install web3
|
||||
```
|
||||
|
||||
### Getting latest price / Incomplete candles
|
||||
|
||||
+28
-5
@@ -40,12 +40,18 @@ This could be caused by the following reasons:
|
||||
* The installation did not complete successfully.
|
||||
* Please check the [Installation documentation](installation.md).
|
||||
|
||||
### The bot starts, but in STOPPED mode
|
||||
|
||||
Make sure you set the `initial_state` config option to `"running"` in your config.json
|
||||
|
||||
### I have waited 5 minutes, why hasn't the bot made any trades yet?
|
||||
|
||||
* Depending on the buy strategy, the amount of whitelisted coins, the
|
||||
situation of the market etc, it can take up to hours to find a good entry
|
||||
* Depending on the entry strategy, the amount of whitelisted coins, the
|
||||
situation of the market etc, it can take up to hours or days to find a good entry
|
||||
position for a trade. Be patient!
|
||||
|
||||
* Backtesting will tell you roughly how many trades to expect - but that won't guarantee that they'll be distributed evenly across time - so you could have 20 trades on one day, and 0 for the rest of the week.
|
||||
|
||||
* It may be because of a configuration error. It's best to check the logs, they usually tell you if the bot is simply not getting buy signals (only heartbeat messages), or if there is something wrong (errors / exceptions in the log).
|
||||
|
||||
### I have made 12 trades already, why is my total profit negative?
|
||||
@@ -100,6 +106,19 @@ You can use the `/stopentry` command in Telegram to prevent future trade entry,
|
||||
|
||||
Please look at the [advanced setup documentation Page](advanced-setup.md#running-multiple-instances-of-freqtrade).
|
||||
|
||||
### I'm getting "Impossible to load Strategy" when starting the bot
|
||||
|
||||
This error message is shown when the bot cannot load the strategy.
|
||||
Usually, you can use `freqtrade list-strategies` to list all available strategies.
|
||||
The output of this command will also include a status column, showing if the strategy can be loaded.
|
||||
|
||||
Please check the following:
|
||||
|
||||
* Are you using the correct strategy name? The strategy name is case-sensitive and must correspond to the Strategy class name (not the filename!).
|
||||
* Is the strategy in the `user_data/strategies` directory, and has the file-ending `.py`?
|
||||
* Does the bot show other warnings before this error? Maybe you're missing some dependencies for the strategy - which would be highlighted in the log.
|
||||
* In case of docker - is the strategy directory mounted correctly (check the volumes part of the docker-compose file)?
|
||||
|
||||
### I'm getting "Missing data fillup" messages in the log
|
||||
|
||||
This message is just a warning that the latest candles had missing candles in them.
|
||||
@@ -116,6 +135,10 @@ This message is a warning that the candles had a price jump of > 30%.
|
||||
This might be a sign that the pair stopped trading, and some token exchange took place (e.g. COCOS in 2021 - where price jumped from 0.0000154 to 0.01621).
|
||||
This message is often accompanied by ["Missing data fillup"](#im-getting-missing-data-fillup-messages-in-the-log) - as trading on such pairs is often stopped for some time.
|
||||
|
||||
### I want to reset the bot's database
|
||||
|
||||
To reset the bot's database, you can either delete the database (by default `tradesv3.sqlite` or `tradesv3.dryrun.sqlite`), or use a different database url via `--db-url` (e.g. `sqlite:///mynewdatabase.sqlite`).
|
||||
|
||||
### I'm getting "Outdated history for pair xxx" in the log
|
||||
|
||||
The bot is trying to tell you that it got an outdated last candle (not the last complete candle).
|
||||
@@ -146,9 +169,9 @@ The same fix should be applied in the configuration file, if order types are def
|
||||
|
||||
### I'm trying to start the bot live, but get an API permission error
|
||||
|
||||
Errors like `Invalid API-key, IP, or permissions for action` mean exactly what they actually say.
|
||||
Your API key is either invalid (copy/paste error? check for leading/trailing spaces in the config), expired, or the IP you're running the bot from is not enabled in the Exchange's API console.
|
||||
Usually, the permission "Spot Trading" (or the equivalent in the exchange you use) will be necessary.
|
||||
Errors like `Invalid API-key, IP, or permissions for action` mean exactly what they actually say.
|
||||
Your API key is either invalid (copy/paste error? check for leading/trailing spaces in the config), expired, or the IP you're running the bot from is not enabled in the Exchange's API console.
|
||||
Usually, the permission "Spot Trading" (or the equivalent in the exchange you use) will be necessary.
|
||||
Futures will usually have to be enabled specifically.
|
||||
|
||||
### How do I search the bot logs for something?
|
||||
|
||||
@@ -293,10 +293,10 @@ class MyCoolPyTorchClassifier(BasePyTorchClassifier):
|
||||
super().__init__(**kwargs)
|
||||
config = self.freqai_info.get("model_training_parameters", {})
|
||||
self.learning_rate: float = config.get("learning_rate", 3e-4)
|
||||
self.model_kwargs: Dict[str, Any] = config.get("model_kwargs", {})
|
||||
self.trainer_kwargs: Dict[str, Any] = config.get("trainer_kwargs", {})
|
||||
self.model_kwargs: dict[str, Any] = config.get("model_kwargs", {})
|
||||
self.trainer_kwargs: dict[str, Any] = config.get("trainer_kwargs", {})
|
||||
|
||||
def fit(self, data_dictionary: Dict, dk: FreqaiDataKitchen, **kwargs) -> Any:
|
||||
def fit(self, data_dictionary: dict, dk: FreqaiDataKitchen, **kwargs) -> Any:
|
||||
"""
|
||||
User sets up the training and test data to fit their desired model here
|
||||
:param data_dictionary: the dictionary holding all data for train, test,
|
||||
@@ -359,10 +359,10 @@ class PyTorchMLPRegressor(BasePyTorchRegressor):
|
||||
super().__init__(**kwargs)
|
||||
config = self.freqai_info.get("model_training_parameters", {})
|
||||
self.learning_rate: float = config.get("learning_rate", 3e-4)
|
||||
self.model_kwargs: Dict[str, Any] = config.get("model_kwargs", {})
|
||||
self.trainer_kwargs: Dict[str, Any] = config.get("trainer_kwargs", {})
|
||||
self.model_kwargs: dict[str, Any] = config.get("model_kwargs", {})
|
||||
self.trainer_kwargs: dict[str, Any] = config.get("trainer_kwargs", {})
|
||||
|
||||
def fit(self, data_dictionary: Dict, dk: FreqaiDataKitchen, **kwargs) -> Any:
|
||||
def fit(self, data_dictionary: dict, dk: FreqaiDataKitchen, **kwargs) -> Any:
|
||||
n_features = data_dictionary["train_features"].shape[-1]
|
||||
model = PyTorchMLPModel(
|
||||
input_dim=n_features,
|
||||
@@ -393,7 +393,7 @@ Here we create a `PyTorchMLPRegressor` class that implements the `fit` method. T
|
||||
|
||||
For example, if you are using a binary classifier to predict price movements as up or down, you can set the class names as follows:
|
||||
```python
|
||||
def set_freqai_targets(self, dataframe: DataFrame, metadata: Dict, **kwargs) -> DataFrame:
|
||||
def set_freqai_targets(self, dataframe: DataFrame, metadata: dict, **kwargs) -> DataFrame:
|
||||
self.freqai.class_names = ["down", "up"]
|
||||
dataframe['&s-up_or_down'] = np.where(dataframe["close"].shift(-100) >
|
||||
dataframe["close"], 'up', 'down')
|
||||
|
||||
+3
-3
@@ -18,7 +18,7 @@ Features include:
|
||||
* **Extensibility** - The generalized and robust architecture allows for incorporating any [machine learning library/method](freqai-configuration.md#using-different-prediction-models) available in Python. Eight examples are currently available, including classifiers, regressors, and a convolutional neural network
|
||||
* **Smart outlier removal** - Remove outliers from training and prediction data sets using a variety of [outlier detection techniques](freqai-feature-engineering.md#outlier-detection)
|
||||
* **Crash resilience** - Store trained models to disk to make reloading from a crash fast and easy, and [purge obsolete files](freqai-running.md#purging-old-model-data) for sustained dry/live runs
|
||||
* **Automatic data normalization** - [Normalize the data](freqai-feature-engineering.md#feature-normalization) in a smart and statistically safe way
|
||||
* **Automatic data normalization** - [Normalize the data](freqai-feature-engineering.md#building-the-data-pipeline) in a smart and statistically safe way
|
||||
* **Automatic data download** - Compute timeranges for data downloads and update historic data (in live deployments)
|
||||
* **Cleaning of incoming data** - Handle NaNs safely before training and model inferencing
|
||||
* **Dimensionality reduction** - Reduce the size of the training data via [Principal Component Analysis](freqai-feature-engineering.md#data-dimensionality-reduction-with-principal-component-analysis)
|
||||
@@ -76,14 +76,14 @@ pip install -r requirements-freqai.txt
|
||||
|
||||
### Usage with docker
|
||||
|
||||
If you are using docker, a dedicated tag with FreqAI dependencies is available as `:freqai`. As such - you can replace the image line in your docker compose file with `image: freqtradeorg/freqtrade:develop_freqai`. This image contains the regular FreqAI dependencies. Similar to native installs, Catboost will not be available on ARM based devices. If you would like to use PyTorch or Reinforcement learning, you should use the torch or RL tags, `image: freqtradeorg/freqtrade:develop_freqaitorch`, `image: freqtradeorg/freqtrade:develop_freqairl`.
|
||||
If you are using docker, a dedicated tag with FreqAI dependencies is available as `:freqai`. As such - you can replace the image line in your docker compose file with `image: freqtradeorg/freqtrade:stable_freqai`. This image contains the regular FreqAI dependencies. Similar to native installs, Catboost will not be available on ARM based devices. If you would like to use PyTorch or Reinforcement learning, you should use the torch or RL tags, `image: freqtradeorg/freqtrade:stable_freqaitorch`, `image: freqtradeorg/freqtrade:stable_freqairl`.
|
||||
|
||||
!!! note "docker-compose-freqai.yml"
|
||||
We do provide an explicit docker-compose file for this in `docker/docker-compose-freqai.yml` - which can be used via `docker compose -f docker/docker-compose-freqai.yml run ...` - or can be copied to replace the original docker file. This docker-compose file also contains a (disabled) section to enable GPU resources within docker containers. This obviously assumes the system has GPU resources available.
|
||||
|
||||
### FreqAI position in open-source machine learning landscape
|
||||
|
||||
Forecasting chaotic time-series based systems, such as equity/cryptocurrency markets, requires a broad set of tools geared toward testing a wide range of hypotheses. Fortunately, a recent maturation of robust machine learning libraries (e.g. `scikit-learn`) has opened up a wide range of research possibilities. Scientists from a diverse range of fields can now easily prototype their studies on an abundance of established machine learning algorithms. Similarly, these user-friendly libraries enable "citzen scientists" to use their basic Python skills for data exploration. However, leveraging these machine learning libraries on historical and live chaotic data sources can be logistically difficult and expensive. Additionally, robust data collection, storage, and handling presents a disparate challenge. [`FreqAI`](#freqai) aims to provide a generalized and extensible open-sourced framework geared toward live deployments of adaptive modeling for market forecasting. The `FreqAI` framework is effectively a sandbox for the rich world of open-source machine learning libraries. Inside the `FreqAI` sandbox, users find they can combine a wide variety of third-party libraries to test creative hypotheses on a free live 24/7 chaotic data source - cryptocurrency exchange data.
|
||||
Forecasting chaotic time-series based systems, such as equity/cryptocurrency markets, requires a broad set of tools geared toward testing a wide range of hypotheses. Fortunately, a recent maturation of robust machine learning libraries (e.g. `scikit-learn`) has opened up a wide range of research possibilities. Scientists from a diverse range of fields can now easily prototype their studies on an abundance of established machine learning algorithms. Similarly, these user-friendly libraries enable "citizen scientists" to use their basic Python skills for data exploration. However, leveraging these machine learning libraries on historical and live chaotic data sources can be logistically difficult and expensive. Additionally, robust data collection, storage, and handling presents a disparate challenge. [`FreqAI`](#freqai) aims to provide a generalized and extensible open-sourced framework geared toward live deployments of adaptive modeling for market forecasting. The `FreqAI` framework is effectively a sandbox for the rich world of open-source machine learning libraries. Inside the `FreqAI` sandbox, users find they can combine a wide variety of third-party libraries to test creative hypotheses on a free live 24/7 chaotic data source - cryptocurrency exchange data.
|
||||
|
||||
### Citing FreqAI
|
||||
|
||||
|
||||
+33
-133
@@ -36,130 +36,7 @@ pip install -r requirements-hyperopt.txt
|
||||
|
||||
## Hyperopt command reference
|
||||
|
||||
```
|
||||
usage: freqtrade hyperopt [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
|
||||
[--userdir PATH] [-s NAME] [--strategy-path PATH]
|
||||
[--recursive-strategy-search] [--freqaimodel NAME]
|
||||
[--freqaimodel-path PATH] [-i TIMEFRAME]
|
||||
[--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,hdf5}]
|
||||
[--max-open-trades INT]
|
||||
[--stake-amount STAKE_AMOUNT] [--fee FLOAT]
|
||||
[-p PAIRS [PAIRS ...]] [--hyperopt-path PATH]
|
||||
[--eps] [--dmmp] [--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] [--no-color] [--print-json] [-j JOBS]
|
||||
[--random-state INT] [--min-trades INT]
|
||||
[--hyperopt-loss NAME] [--disable-param-export]
|
||||
[--ignore-missing-spaces] [--analyze-per-epoch]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --timeframe TIMEFRAME
|
||||
Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
--data-format-ohlcv {json,jsongz,hdf5}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `json`).
|
||||
--max-open-trades INT
|
||||
Override the value of the `max_open_trades`
|
||||
configuration setting.
|
||||
--stake-amount STAKE_AMOUNT
|
||||
Override the value of the `stake_amount` configuration
|
||||
setting.
|
||||
--fee FLOAT Specify fee ratio. Will be applied twice (on trade
|
||||
entry and exit).
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--hyperopt-path PATH Specify additional lookup path for Hyperopt Loss
|
||||
functions.
|
||||
--eps, --enable-position-stacking
|
||||
Allow buying the same pair multiple times (position
|
||||
stacking).
|
||||
--dmmp, --disable-max-market-positions
|
||||
Disable applying `max_open_trades` during backtest
|
||||
(same as setting `max_open_trades` to a very high
|
||||
number).
|
||||
--enable-protections, --enableprotections
|
||||
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
|
||||
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} ...]
|
||||
Specify which parameters to hyperopt. Space-separated
|
||||
list.
|
||||
--print-all Print all results, not only the best ones.
|
||||
--no-color Disable colorization of hyperopt results. May be
|
||||
useful if you are redirecting output to a file.
|
||||
--print-json Print output in JSON format.
|
||||
-j JOBS, --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
|
||||
are used, etc. If 1 is given, no parallel computing
|
||||
code is used at all.
|
||||
--random-state INT Set random state to some positive integer for
|
||||
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
|
||||
Specify 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,
|
||||
ProfitDrawDownHyperOptLoss
|
||||
--disable-param-export
|
||||
Disable automatic hyperopt parameter export.
|
||||
--ignore-missing-spaces, --ignore-unparameterized-spaces
|
||||
Suppress errors for any requested Hyperopt spaces that
|
||||
do not contain any parameters.
|
||||
--analyze-per-epoch Run populate_indicators once per epoch.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
--freqaimodel NAME Specify a custom freqaimodels.
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
|
||||
```
|
||||
--8<-- "commands/hyperopt.md"
|
||||
|
||||
### Hyperopt checklist
|
||||
|
||||
@@ -867,18 +744,15 @@ You can use the `--print-all` command line option if you would like to see all r
|
||||
|
||||
## Position stacking and disabling max market positions
|
||||
|
||||
In some situations, you may need to run Hyperopt (and Backtesting) with the
|
||||
`--eps`/`--enable-position-staking` and `--dmmp`/`--disable-max-market-positions` arguments.
|
||||
In some situations, you may need to run Hyperopt (and Backtesting) with the `--eps`/`--enable-position-staking` argument, or you may need to set `max_open_trades` to a very high number to disable the limit on the number of open trades.
|
||||
|
||||
By default, hyperopt emulates the behavior of the Freqtrade Live Run/Dry Run, where only one
|
||||
open trade is allowed for every traded pair. The total number of trades open for all pairs
|
||||
open trade per pair is allowed. The total number of trades open for all pairs
|
||||
is also limited by the `max_open_trades` setting. During Hyperopt/Backtesting this may lead to
|
||||
some potential trades to be hidden (or masked) by previously open trades.
|
||||
potential trades being hidden (or masked) by already open trades.
|
||||
|
||||
The `--eps`/`--enable-position-stacking` argument allows emulation of buying the same pair multiple times,
|
||||
while `--dmmp`/`--disable-max-market-positions` disables applying `max_open_trades`
|
||||
during Hyperopt/Backtesting (which is equal to setting `max_open_trades` to a very high
|
||||
number).
|
||||
The `--eps`/`--enable-position-stacking` argument allows emulation of buying the same pair multiple times.
|
||||
Using `--max-open-trades` with a very high number will disable the limit on the number of open trades.
|
||||
|
||||
!!! Note
|
||||
Dry/live runs will **NOT** use position stacking - therefore it does make sense to also validate the strategy without this as it's closer to reality.
|
||||
@@ -919,13 +793,39 @@ Your epochs should therefore be aligned to the possible values - or you should b
|
||||
|
||||
After you run Hyperopt for the desired amount of epochs, you can later list all results for analysis, select only best or profitable once, and show the details for any of the epochs previously evaluated. This can be done with the `hyperopt-list` and `hyperopt-show` sub-commands. The usage of these sub-commands is described in the [Utils](utils.md#list-hyperopt-results) chapter.
|
||||
|
||||
## Output debug messages from your strategy
|
||||
|
||||
If you want to output debug messages from your strategy, you can use the `logging` module. By default, Freqtrade will output all messages with a level of `INFO` or higher.
|
||||
|
||||
|
||||
``` python
|
||||
import logging
|
||||
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class MyAwesomeStrategy(IStrategy):
|
||||
...
|
||||
|
||||
def populate_entry_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
|
||||
logger.info("This is a debug message")
|
||||
...
|
||||
|
||||
```
|
||||
|
||||
!!! Note "using print"
|
||||
Messages printed via `print()` will not be shown in the hyperopt output unless parallelism is disabled (`-j 1`).
|
||||
It is recommended to use the `logging` module instead.
|
||||
|
||||
## Validate backtesting results
|
||||
|
||||
Once the optimized strategy has been implemented into your strategy, you should backtest this strategy to make sure everything is working as expected.
|
||||
|
||||
To achieve same the results (number of trades, their durations, profit, etc.) as during Hyperopt, please use the same configuration and parameters (timerange, timeframe, ...) used for hyperopt `--dmmp`/`--disable-max-market-positions` and `--eps`/`--enable-position-stacking` for Backtesting.
|
||||
To achieve same the results (number of trades, their durations, profit, etc.) as during Hyperopt, please use the same configuration and parameters (timerange, timeframe, ...) used for hyperopt for Backtesting.
|
||||
|
||||
### Why do my backtest results not match my hyperopt results?
|
||||
|
||||
Should results not match, check the following factors:
|
||||
|
||||
* You may have added parameters to hyperopt in `populate_indicators()` where they will be calculated only once **for all epochs**. If you are, for example, trying to optimise multiple SMA timeperiod values, the hyperoptable timeperiod parameter should be placed in `populate_entry_trend()` which is calculated every epoch. See [Optimizing an indicator parameter](https://www.freqtrade.io/en/stable/hyperopt/#optimizing-an-indicator-parameter).
|
||||
|
||||
@@ -352,7 +352,7 @@ 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. It will only recognize coins up to the coin placed at rank 250. 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.
|
||||
|
||||
```json
|
||||
"pairlists": [
|
||||
@@ -366,7 +366,8 @@ The optional `bearer_token` will be included in the requests Authorization Heade
|
||||
]
|
||||
```
|
||||
|
||||
`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. `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).
|
||||
|
||||
|
||||
+9
-6
@@ -28,7 +28,7 @@ Freqtrade is a free and open source crypto trading bot written in Python. It is
|
||||
- Develop your Strategy: Write your strategy in python, using [pandas](https://pandas.pydata.org/). Example strategies to inspire you are available in the [strategy repository](https://github.com/freqtrade/freqtrade-strategies).
|
||||
- Download market data: Download historical data of the exchange and the markets your may want to trade with.
|
||||
- Backtest: Test your strategy on downloaded historical data.
|
||||
- Optimize: Find the best parameters for your strategy using hyperoptimization which employs machining learning methods. You can optimize buy, sell, take profit (ROI), stop-loss and trailing stop-loss parameters for your strategy.
|
||||
- Optimize: Find the best parameters for your strategy using hyperoptimization which employs machine learning methods. You can optimize buy, sell, take profit (ROI), stop-loss and trailing stop-loss parameters for your strategy.
|
||||
- Select markets: Create your static list or use an automatic one based on top traded volumes and/or prices (not available during backtesting). You can also explicitly blacklist markets you don't want to trade.
|
||||
- Run: Test your strategy with simulated money (Dry-Run mode) or deploy it with real money (Live-Trade mode).
|
||||
- Run using Edge (optional module): The concept is to find the best historical [trade expectancy](edge.md#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade. The sizing of the trade is based on a risk of a percentage of your capital.
|
||||
@@ -40,21 +40,24 @@ Freqtrade is a free and open source crypto trading bot written in Python. It is
|
||||
Please read the [exchange specific notes](exchanges.md) to learn about eventual, special configurations needed for each exchange.
|
||||
|
||||
- [X] [Binance](https://www.binance.com/)
|
||||
- [X] [Bitmart](https://bitmart.com/)
|
||||
- [X] [BingX](https://bingx.com/invite/0EM9RX)
|
||||
- [X] [Bitmart](https://bitmart.com/)
|
||||
- [X] [Bybit](https://bybit.com/)
|
||||
- [X] [Gate.io](https://www.gate.io/ref/6266643)
|
||||
- [X] [HTX](https://www.htx.com/) (Former Huobi)
|
||||
- [X] [HTX](https://www.htx.com/)
|
||||
- [X] [Hyperliquid](https://hyperliquid.xyz/) (A decentralized exchange, or DEX)
|
||||
- [X] [Kraken](https://kraken.com/)
|
||||
- [X] [OKX](https://okx.com/) (Former OKEX)
|
||||
- [X] [OKX](https://okx.com/)
|
||||
- [X] [MyOKX](https://okx.com/) (OKX EEA)
|
||||
- [ ] [potentially many others through <img alt="ccxt" width="30px" src="assets/ccxt-logo.svg" />](https://github.com/ccxt/ccxt/). _(We cannot guarantee they will work)_
|
||||
|
||||
### Supported Futures Exchanges (experimental)
|
||||
|
||||
- [X] [Binance](https://www.binance.com/)
|
||||
- [X] [Gate.io](https://www.gate.io/ref/6266643)
|
||||
- [X] [OKX](https://okx.com/)
|
||||
- [X] [Bybit](https://bybit.com/)
|
||||
- [X] [Gate.io](https://www.gate.io/ref/6266643)
|
||||
- [X] [Hyperliquid](https://hyperliquid.xyz/) (A decentralized exchange, or DEX)
|
||||
- [X] [OKX](https://okx.com/)
|
||||
|
||||
Please make sure to read the [exchange specific notes](exchanges.md), as well as the [trading with leverage](leverage.md) documentation before diving in.
|
||||
|
||||
|
||||
+20
-13
@@ -67,6 +67,18 @@ OS Specific steps are listed first, the common section below is necessary for al
|
||||
sudo apt install -y python3-pip python3-venv python3-dev python3-pandas git curl
|
||||
```
|
||||
|
||||
=== "MacOS"
|
||||
#### Install necessary dependencies
|
||||
|
||||
Install [Homebrew](https://brew.sh/) if you don't have it already.
|
||||
|
||||
```bash
|
||||
# install packages
|
||||
brew install gettext libomp
|
||||
```
|
||||
!!! Note
|
||||
The `setup.sh` script will install these dependencies for you - assuming brew is installed on your system.
|
||||
|
||||
=== "RaspberryPi/Raspbian"
|
||||
The following assumes the latest [Raspbian Buster lite image](https://www.raspberrypi.org/downloads/raspbian/).
|
||||
This image comes with python3.11 preinstalled, making it easy to get freqtrade up and running.
|
||||
@@ -76,7 +88,7 @@ OS Specific steps are listed first, the common section below is necessary for al
|
||||
|
||||
```bash
|
||||
sudo apt-get install python3-venv libatlas-base-dev cmake curl
|
||||
# Use pywheels.org to speed up installation
|
||||
# Use piwheels.org to speed up installation
|
||||
sudo echo "[global]\nextra-index-url=https://www.piwheels.org/simple" > tee /etc/pip.conf
|
||||
|
||||
git clone https://github.com/freqtrade/freqtrade.git
|
||||
@@ -150,9 +162,7 @@ Each time you open a new terminal, you must run `source .venv/bin/activate` to a
|
||||
source ./.venv/bin/activate
|
||||
```
|
||||
|
||||
### Congratulations
|
||||
|
||||
[You are ready](#you-are-ready), and run the bot
|
||||
[You are now ready](#you-are-ready) to run the bot.
|
||||
|
||||
### Other options of /setup.sh script
|
||||
|
||||
@@ -220,7 +230,7 @@ cd ..
|
||||
rm -rf ./ta-lib*
|
||||
```
|
||||
|
||||
#### Setup Python virtual environment (virtualenv)
|
||||
### Setup Python virtual environment (virtualenv)
|
||||
|
||||
You will run freqtrade in separated `virtual environment`
|
||||
|
||||
@@ -232,19 +242,18 @@ python3 -m venv .venv
|
||||
source .venv/bin/activate
|
||||
```
|
||||
|
||||
#### Install python dependencies
|
||||
### Install python dependencies
|
||||
|
||||
```bash
|
||||
python3 -m pip install --upgrade pip
|
||||
python3 -m pip install -r requirements.txt
|
||||
# install freqtrade
|
||||
python3 -m pip install -e .
|
||||
```
|
||||
|
||||
### Congratulations
|
||||
[You are now ready](#you-are-ready) to run the bot.
|
||||
|
||||
[You are ready](#you-are-ready), and run the bot
|
||||
|
||||
#### (Optional) Post-installation Tasks
|
||||
### (Optional) Post-installation Tasks
|
||||
|
||||
!!! Note
|
||||
If you run the bot on a server, you should consider using [Docker](docker_quickstart.md) or a terminal multiplexer like `screen` or [`tmux`](https://en.wikipedia.org/wiki/Tmux) to avoid that the bot is stopped on logout.
|
||||
@@ -333,9 +342,7 @@ cd build_helpers
|
||||
bash install_ta-lib.sh ${CONDA_PREFIX} nosudo
|
||||
```
|
||||
|
||||
### Congratulations
|
||||
|
||||
[You are ready](#you-are-ready), and run the bot
|
||||
[You are now ready](#you-are-ready) to run the bot.
|
||||
|
||||
### Important shortcuts
|
||||
|
||||
|
||||
+1
-1
@@ -82,7 +82,7 @@ Each market(trading pair), keeps collateral in a separate account
|
||||
"margin_mode": "isolated"
|
||||
```
|
||||
|
||||
#### Cross margin mode (currently unavailable)
|
||||
#### Cross margin mode
|
||||
|
||||
One account is used to share collateral between markets (trading pairs). Margin is taken from total account balance to avoid liquidation when needed.
|
||||
|
||||
|
||||
@@ -29,39 +29,7 @@ Those are set to avoid users accidentally generating false positives.
|
||||
|
||||
## Lookahead-analysis command reference
|
||||
|
||||
```
|
||||
usage: freqtrade lookahead-analysis [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH]
|
||||
[--recursive-strategy-search]
|
||||
[--freqaimodel NAME]
|
||||
[--freqaimodel-path PATH] [-i TIMEFRAME]
|
||||
[--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}]
|
||||
[--max-open-trades INT]
|
||||
[--stake-amount STAKE_AMOUNT]
|
||||
[--fee FLOAT] [-p PAIRS [PAIRS ...]]
|
||||
[--dry-run-wallet DRY_RUN_WALLET]
|
||||
[--timeframe-detail TIMEFRAME_DETAIL]
|
||||
[--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
|
||||
[--export {none,trades,signals}]
|
||||
[--export-filename PATH]
|
||||
[--breakdown {day,week,month} [{day,week,month} ...]]
|
||||
[--cache {none,day,week,month}]
|
||||
[--freqai-backtest-live-models]
|
||||
[--minimum-trade-amount INT]
|
||||
[--targeted-trade-amount INT]
|
||||
[--lookahead-analysis-exportfilename LOOKAHEAD_ANALYSIS_EXPORTFILENAME]
|
||||
|
||||
options:
|
||||
--minimum-trade-amount INT
|
||||
Minimum trade amount for lookahead-analysis
|
||||
--targeted-trade-amount INT
|
||||
Targeted trade amount for lookahead analysis
|
||||
--lookahead-analysis-exportfilename LOOKAHEAD_ANALYSIS_EXPORTFILENAME
|
||||
Use this csv-filename to store lookahead-analysis-
|
||||
results
|
||||
```
|
||||
--8<-- "commands/lookahead-analysis.md"
|
||||
|
||||
!!! Note ""
|
||||
The above Output was reduced to options `lookahead-analysis` adds on top of regular backtesting commands.
|
||||
|
||||
+2
-126
@@ -30,76 +30,7 @@ The `freqtrade plot-dataframe` subcommand shows an interactive graph with three
|
||||
|
||||
Possible arguments:
|
||||
|
||||
```
|
||||
usage: freqtrade plot-dataframe [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH] [-p PAIRS [PAIRS ...]]
|
||||
[--indicators1 INDICATORS1 [INDICATORS1 ...]]
|
||||
[--indicators2 INDICATORS2 [INDICATORS2 ...]]
|
||||
[--plot-limit INT] [--db-url PATH]
|
||||
[--trade-source {DB,file}] [--export EXPORT]
|
||||
[--export-filename PATH]
|
||||
[--timerange TIMERANGE] [-i TIMEFRAME]
|
||||
[--no-trades]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--indicators1 INDICATORS1 [INDICATORS1 ...]
|
||||
Set indicators from your strategy you want in the
|
||||
first row of the graph. Space-separated list. Example:
|
||||
`ema3 ema5`. Default: `['sma', 'ema3', 'ema5']`.
|
||||
--indicators2 INDICATORS2 [INDICATORS2 ...]
|
||||
Set indicators from your strategy you want in the
|
||||
third row of the graph. Space-separated list. Example:
|
||||
`fastd fastk`. Default: `['macd', 'macdsignal']`.
|
||||
--plot-limit INT Specify tick limit for plotting. Notice: too high
|
||||
values cause huge files. Default: 750.
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--trade-source {DB,file}
|
||||
Specify the source for trades (Can be DB or file
|
||||
(backtest file)) Default: file
|
||||
--export EXPORT Export backtest results, argument are: trades.
|
||||
Example: `--export=trades`
|
||||
--export-filename PATH
|
||||
Save backtest results to the file with this filename.
|
||||
Requires `--export` to be set as well. Example:
|
||||
`--export-filename=user_data/backtest_results/backtest
|
||||
_today.json`
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
-i TIMEFRAME, --timeframe TIMEFRAME
|
||||
Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
|
||||
--no-trades Skip using trades from backtesting file and DB.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
|
||||
```
|
||||
--8<-- "commands/plot-dataframe.md"
|
||||
|
||||
Example:
|
||||
|
||||
@@ -306,62 +237,7 @@ The forth graph can help you analyze trade parallelism, showing how often max_op
|
||||
|
||||
Possible options for the `freqtrade plot-profit` subcommand:
|
||||
|
||||
```
|
||||
usage: freqtrade plot-profit [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH] [-p PAIRS [PAIRS ...]]
|
||||
[--timerange TIMERANGE] [--export EXPORT]
|
||||
[--export-filename PATH] [--db-url PATH]
|
||||
[--trade-source {DB,file}] [-i TIMEFRAME]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
|
||||
Limit command to these pairs. Pairs are space-
|
||||
separated.
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
--export EXPORT Export backtest results, argument are: trades.
|
||||
Example: `--export=trades`
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use backtest results from this filename.
|
||||
Requires `--export` to be set as well. Example:
|
||||
`--export-filename=user_data/backtest_results/backtest
|
||||
_today.json`
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--trade-source {DB,file}
|
||||
Specify the source for trades (Can be DB or file
|
||||
(backtest file)) Default: file
|
||||
-i TIMEFRAME, --timeframe TIMEFRAME
|
||||
Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
|
||||
--auto-open Automatically open generated plot.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
|
||||
```
|
||||
--8<-- "commands/plot-profit.md"
|
||||
|
||||
The `-p/--pairs` argument, can be used to limit the pairs that are considered for this calculation.
|
||||
|
||||
|
||||
@@ -26,56 +26,7 @@ In addition to the recursive formula check, this command also carries out a simp
|
||||
|
||||
## Recursive-analysis command reference
|
||||
|
||||
```
|
||||
usage: freqtrade recursive-analysis [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [-s NAME]
|
||||
[--strategy-path PATH]
|
||||
[--recursive-strategy-search]
|
||||
[--freqaimodel NAME]
|
||||
[--freqaimodel-path PATH] [-i TIMEFRAME]
|
||||
[--timerange TIMERANGE]
|
||||
[--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}]
|
||||
[-p PAIR]
|
||||
[--freqai-backtest-live-models]
|
||||
[--startup-candle STARTUP_CANDLES [STARTUP_CANDLES ...]]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
-i TIMEFRAME, --timeframe TIMEFRAME
|
||||
Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
|
||||
--data-format-ohlcv {json,jsongz,hdf5,feather,parquet}
|
||||
Storage format for downloaded candle (OHLCV) data.
|
||||
(default: `feather`).
|
||||
-p PAIR, --pairs PAIR
|
||||
Limit command to this pair.
|
||||
--startup-candle STARTUP_CANDLE [STARTUP_CANDLE ...]
|
||||
Provide a space-separated list of startup_candle_count to
|
||||
be checked. Default : `199 399 499 999 1999`.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
Strategy arguments:
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
--timerange TIMERANGE
|
||||
Specify what timerange of data to use.
|
||||
```
|
||||
--8<-- "commands/recursive-analysis.md"
|
||||
|
||||
### Why are odd-numbered default startup candles used?
|
||||
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
markdown==3.7
|
||||
mkdocs==1.6.1
|
||||
mkdocs-material==9.5.42
|
||||
mkdocs-material==9.5.50
|
||||
mdx_truly_sane_lists==1.3
|
||||
pymdown-extensions==10.11.2
|
||||
jinja2==3.1.4
|
||||
pymdown-extensions==10.14.1
|
||||
jinja2==3.1.5
|
||||
mike==2.1.3
|
||||
|
||||
+67
-53
@@ -88,8 +88,9 @@ Make sure that the following 2 lines are available in your docker-compose file:
|
||||
|
||||
### Consuming the API
|
||||
|
||||
You can consume the API by using `freqtrade-client` (also available as `scripts/rest_client.py`).
|
||||
This command can be installed independent of the bot by using `pip install freqtrade-client`.
|
||||
We advise consuming the API by using the supported `freqtrade-client` package (also available as `scripts/rest_client.py`).
|
||||
|
||||
This command can be installed independent of any running freqtrade bot by using `pip install freqtrade-client`.
|
||||
|
||||
This module is designed to be lightweight, and only depends on the `requests` and `python-rapidjson` modules, skipping all heavy dependencies freqtrade otherwise needs.
|
||||
|
||||
@@ -144,57 +145,6 @@ 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.
|
||||
|
||||
### Available endpoints
|
||||
|
||||
| Command | Description |
|
||||
|----------|-------------|
|
||||
| `ping` | Simple command testing the API Readiness - requires no authentication.
|
||||
| `start` | Starts the trader.
|
||||
| `stop` | Stops the trader.
|
||||
| `stopbuy` | Stops the trader from opening new trades. Gracefully closes open trades according to their rules.
|
||||
| `reload_config` | Reloads the configuration file.
|
||||
| `trades` | List last trades. Limited to 500 trades per call.
|
||||
| `trade/<tradeid>` | Get specific trade.
|
||||
| `trades/<tradeid>` | DELETE - Remove trade from the database. Tries to close open orders. Requires manual handling of this trade on the exchange.
|
||||
| `trades/<tradeid>/open-order` | DELETE - Cancel open order for this trade.
|
||||
| `trades/<tradeid>/reload` | GET - Reload a trade from the Exchange. Only works in live, and can potentially help recover a trade that was manually sold on the exchange.
|
||||
| `show_config` | Shows part of the current configuration with relevant settings to operation.
|
||||
| `logs` | Shows last log messages.
|
||||
| `status` | Lists all open trades.
|
||||
| `count` | Displays number of trades used and available.
|
||||
| `entries [pair]` | Shows profit statistics for each enter tags for given pair (or all pairs if pair isn't given). Pair is optional.
|
||||
| `exits [pair]` | Shows profit statistics for each exit reasons for given pair (or all pairs if pair isn't given). Pair is optional.
|
||||
| `mix_tags [pair]` | Shows profit statistics for each combinations of enter tag + exit reasons for given pair (or all pairs if pair isn't given). Pair is optional.
|
||||
| `locks` | Displays currently locked pairs.
|
||||
| `delete_lock <lock_id>` | Deletes (disables) the lock by id.
|
||||
| `locks add <pair>, <until>, [side], [reason]` | Locks a pair until "until". (Until will be rounded up to the nearest timeframe).
|
||||
| `profit` | Display a summary of your profit/loss from close trades and some stats about your performance.
|
||||
| `forceexit <trade_id> [order_type] [amount]` | 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).
|
||||
| `forceexit all` | Instantly exits all open trades (Ignoring `minimum_roi`).
|
||||
| `forceenter <pair> [rate]` | Instantly enters the given pair. Rate is optional. (`force_entry_enable` must be set to True)
|
||||
| `forceenter <pair> <side> [rate]` | Instantly longs or shorts the given pair. Rate is optional. (`force_entry_enable` must be set to True)
|
||||
| `performance` | Show performance of each finished trade grouped by pair.
|
||||
| `balance` | Show account balance per currency.
|
||||
| `daily <n>` | Shows profit or loss per day, over the last n days (n defaults to 7).
|
||||
| `weekly <n>` | Shows profit or loss per week, over the last n days (n defaults to 4).
|
||||
| `monthly <n>` | Shows profit or loss per month, over the last n days (n defaults to 3).
|
||||
| `stats` | Display a summary of profit / loss reasons as well as average holding times.
|
||||
| `whitelist` | Show the current whitelist.
|
||||
| `blacklist [pair]` | Show the current blacklist, or adds a pair to the blacklist.
|
||||
| `edge` | Show validated pairs by Edge if it is enabled.
|
||||
| `pair_candles` | Returns dataframe for a pair / timeframe combination while the bot is running. **Alpha**
|
||||
| `pair_history` | Returns an analyzed dataframe for a given timerange, analyzed by a given strategy. **Alpha**
|
||||
| `plot_config` | Get plot config from the strategy (or nothing if not configured). **Alpha**
|
||||
| `strategies` | List strategies in strategy directory. **Alpha**
|
||||
| `strategy <strategy>` | Get specific Strategy content. **Alpha**
|
||||
| `available_pairs` | List available backtest data. **Alpha**
|
||||
| `version` | Show version.
|
||||
| `sysinfo` | Show information about the system load.
|
||||
| `health` | Show bot health (last bot loop).
|
||||
|
||||
!!! Warning "Alpha status"
|
||||
Endpoints labeled with *Alpha status* above may change at any time without notice.
|
||||
|
||||
Possible commands can be listed from the rest-client script using the `help` command.
|
||||
|
||||
``` bash
|
||||
@@ -266,6 +216,14 @@ forceexit
|
||||
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
|
||||
|
||||
@@ -353,6 +311,62 @@ whitelist
|
||||
|
||||
```
|
||||
|
||||
### Available endpoints
|
||||
|
||||
If you wish to call the REST API manually via another route, e.g. directly via `curl`, the table below shows the relevant URL endpoints and parameters.
|
||||
All endpoints in the below table need to be prefixed with the base URL of the API, e.g. `http://127.0.0.1:8080/api/v1/` - so the command becomes `http://127.0.0.1:8080/api/v1/<command>`.
|
||||
|
||||
| Endpoint | Method | Description / Parameters |
|
||||
|-----------|--------|--------------------------|
|
||||
| `/ping` | GET | Simple command testing the API Readiness - requires no authentication.
|
||||
| `/start` | POST | Starts the trader.
|
||||
| `/stop` | POST | Stops the trader.
|
||||
| `/stopbuy` | POST | Stops the trader from opening new trades. Gracefully closes open trades according to their rules.
|
||||
| `/reload_config` | POST | Reloads the configuration file.
|
||||
| `/trades` | GET | List last trades. Limited to 500 trades per call.
|
||||
| `/trade/<tradeid>` | GET | Get specific trade.<br/>*Params:*<br/>- `tradeid` (`int`)
|
||||
| `/trades/<tradeid>` | DELETE | Remove trade from the database. Tries to close open orders. Requires manual handling of this trade on the exchange.<br/>*Params:*<br/>- `tradeid` (`int`)
|
||||
| `/trades/<tradeid>/open-order` | DELETE | Cancel open order for this trade.<br/>*Params:*<br/>- `tradeid` (`int`)
|
||||
| `/trades/<tradeid>/reload` | POST | Reload a trade from the Exchange. Only works in live, and can potentially help recover a trade that was manually sold on the exchange.<br/>*Params:*<br/>- `tradeid` (`int`)
|
||||
| `/show_config` | GET | Shows part of the current configuration with relevant settings to operation.
|
||||
| `/logs` | GET | Shows last log messages.
|
||||
| `/status` | GET | Lists all open trades.
|
||||
| `/count` | GET | Displays number of trades used and available.
|
||||
| `/entries` | GET | Shows profit statistics for each enter tags for given pair (or all pairs if pair isn't given). Pair is optional.<br/>*Params:*<br/>- `pair` (`str`)
|
||||
| `/exits` | GET | Shows profit statistics for each exit reasons for given pair (or all pairs if pair isn't given). Pair is optional.<br/>*Params:*<br/>- `pair` (`str`)
|
||||
| `/mix_tags` | GET | Shows profit statistics for each combinations of enter tag + exit reasons for given pair (or all pairs if pair isn't given). Pair is optional.<br/>*Params:*<br/>- `pair` (`str`)
|
||||
| `/locks` | GET | Displays currently locked pairs.
|
||||
| `/locks` | POST | Locks a pair until "until". (Until will be rounded up to the nearest timeframe). Side is optional and is either `long` or `short` (default is `long`). Reason is optional.<br/>*Params:*<br/>- `<pair>` (`str`)<br/>- `<until>` (`datetime`)<br/>- `[side]` (`str`)<br/>- `[reason]` (`str`)
|
||||
| `/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`)
|
||||
| `/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/>- `<n>` (`int`)
|
||||
| `/weekly` | GET | Shows profit or loss per week, over the last n days (n defaults to 4).<br/>*Params:*<br/>- `<n>` (`int`)
|
||||
| `/monthly` | GET | Shows profit or loss per month, over the last n days (n defaults to 3).<br/>*Params:*<br/>- `<n>` (`int`)
|
||||
| `/stats` | GET | Display a summary of profit / loss reasons as well as average holding times.
|
||||
| `/whitelist` | GET | Show the current whitelist.
|
||||
| `/blacklist` | GET | Show the current blacklist.
|
||||
| `/blacklist` | POST | Adds the specified pair to the blacklist.<br/>*Params:*<br/>- `pair` (`str`)
|
||||
| `/blacklist` | DELETE | Deletes the specified list of pairs from the blacklist.<br/>*Params:*<br/>- `[pair,pair]` (`list[str]`)
|
||||
| `/edge` | GET | Show validated pairs by Edge if it is enabled.
|
||||
| `/pair_candles` | GET | Returns dataframe for a pair / timeframe combination while the bot is running. **Alpha**
|
||||
| `/pair_candles` | POST | Returns dataframe for a pair / timeframe combination while the bot is running, filtered by a provided list of columns to return. **Alpha**<br/>*Params:*<br/>- `<column_list>` (`list[str]`)
|
||||
| `/pair_history` | GET | Returns an analyzed dataframe for a given timerange, analyzed by a given strategy. **Alpha**
|
||||
| `/pair_history` | POST | Returns an analyzed dataframe for a given timerange, analyzed by a given strategy, filtered by a provided list of columns to return. **Alpha**<br/>*Params:*<br/>- `<column_list>` (`list[str]`)
|
||||
| `/plot_config` | GET | Get plot config from the strategy (or nothing if not configured). **Alpha**
|
||||
| `/strategies` | GET | List strategies in strategy directory. **Alpha**
|
||||
| `/strategy/<strategy>` | GET | Get specific Strategy content by strategy class name. **Alpha**<br/>*Params:*<br/>- `<strategy>` (`str`)
|
||||
| `/available_pairs` | GET | List available backtest data. **Alpha**
|
||||
| `/version` | GET | Show version.
|
||||
| `/sysinfo` | GET | Show information about the system load.
|
||||
| `/health` | GET | Show bot health (last bot loop).
|
||||
|
||||
!!! Warning "Alpha status"
|
||||
Endpoints labeled with *Alpha status* above may change at any time without notice.
|
||||
|
||||
### Message WebSocket
|
||||
|
||||
The API Server includes a websocket endpoint for subscribing to RPC messages from the freqtrade Bot.
|
||||
|
||||
+3
-2
@@ -30,12 +30,13 @@ The Order-type will be ignored if only one mode is available.
|
||||
|----------|-------------|
|
||||
| Binance | limit |
|
||||
| Binance Futures | market, limit |
|
||||
| Bingx | market, limit |
|
||||
| HTX (former Huobi) | limit |
|
||||
| Bingx | market, limit |
|
||||
| HTX | limit |
|
||||
| kraken | market, limit |
|
||||
| Gate | limit |
|
||||
| Okx | limit |
|
||||
| Kucoin | stop-limit, stop-market|
|
||||
| Hyperliquid (futures only) | limit |
|
||||
|
||||
!!! Note "Tight stoploss"
|
||||
<ins>Do not set too low/tight stoploss value when using stop loss on exchange!</ins>
|
||||
|
||||
@@ -38,9 +38,9 @@ class AwesomeStrategy(IStrategy):
|
||||
trade.set_custom_data(key='entry_type', value=trade_entry_type)
|
||||
return super().bot_loop_start(**kwargs)
|
||||
|
||||
def adjust_entry_price(self, trade: Trade, order: Optional[Order], pair: str,
|
||||
def adjust_entry_price(self, trade: Trade, order: Order | None, pair: str,
|
||||
current_time: datetime, proposed_rate: float, current_order_rate: float,
|
||||
entry_tag: Optional[str], side: str, **kwargs) -> float:
|
||||
entry_tag: str | None, side: str, **kwargs) -> float:
|
||||
# Limit orders to use and follow SMA200 as price target for the first 10 minutes since entry trigger for BTC/USDT pair.
|
||||
if (
|
||||
pair == 'BTC/USDT'
|
||||
|
||||
+58
-40
@@ -90,8 +90,8 @@ Called before entering a trade, makes it possible to manage your position size w
|
||||
|
||||
class AwesomeStrategy(IStrategy):
|
||||
def custom_stake_amount(self, pair: str, current_time: datetime, current_rate: float,
|
||||
proposed_stake: float, min_stake: Optional[float], max_stake: float,
|
||||
leverage: float, entry_tag: Optional[str], side: str,
|
||||
proposed_stake: float, min_stake: float | None, max_stake: float,
|
||||
leverage: float, entry_tag: str | None, side: str,
|
||||
**kwargs) -> float:
|
||||
|
||||
dataframe, _ = self.dp.get_analyzed_dataframe(pair=pair, timeframe=self.timeframe)
|
||||
@@ -165,7 +165,8 @@ Called for open trade every iteration (roughly every 5 seconds) until a trade is
|
||||
|
||||
The usage of the custom stoploss method must be enabled by setting `use_custom_stoploss=True` on the strategy object.
|
||||
|
||||
The stoploss price can only ever move upwards - if the stoploss value returned from `custom_stoploss` would result in a lower stoploss price than was previously set, it will be ignored. The traditional `stoploss` value serves as an absolute lower level and will be instated as the initial stoploss (before this method is called for the first time for a trade), and is still mandatory.
|
||||
The stoploss price can only ever move upwards - if the stoploss value returned from `custom_stoploss` would result in a lower stoploss price than was previously set, it will be ignored. The traditional `stoploss` value serves as an absolute lower level and will be instated as the initial stoploss (before this method is called for the first time for a trade), and is still mandatory.
|
||||
As custom stoploss acts as regular, changing stoploss, it will behave similar to `trailing_stop` - and trades exiting due to this will have the exit_reason of `"trailing_stop_loss"`.
|
||||
|
||||
The method must return a stoploss value (float / number) as a percentage of the current price.
|
||||
E.g. If the `current_rate` is 200 USD, then returning `0.02` will set the stoploss price 2% lower, at 196 USD.
|
||||
@@ -212,7 +213,7 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
"""
|
||||
Custom stoploss logic, returning the new distance relative to current_rate (as ratio).
|
||||
e.g. returning -0.05 would create a stoploss 5% below current_rate.
|
||||
@@ -250,7 +251,7 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
|
||||
# Make sure you have the longest interval first - these conditions are evaluated from top to bottom.
|
||||
if current_time - timedelta(minutes=120) > trade.open_date_utc:
|
||||
@@ -276,7 +277,7 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
|
||||
if after_fill:
|
||||
# After an additional order, start with a stoploss of 10% below the new open rate
|
||||
@@ -305,7 +306,7 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
|
||||
if pair in ("ETH/BTC", "XRP/BTC"):
|
||||
return -0.10
|
||||
@@ -331,7 +332,7 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
|
||||
if current_profit < 0.04:
|
||||
return None # return None to keep using the initial stoploss
|
||||
@@ -363,7 +364,7 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
|
||||
# evaluate highest to lowest, so that highest possible stop is used
|
||||
if current_profit > 0.40:
|
||||
@@ -394,7 +395,7 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
|
||||
dataframe, _ = self.dp.get_analyzed_dataframe(pair, self.timeframe)
|
||||
last_candle = dataframe.iloc[-1].squeeze()
|
||||
@@ -439,7 +440,7 @@ Stoploss values returned from `custom_stoploss()` must specify a percentage rela
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
|
||||
# once the profit has risen above 10%, keep the stoploss at 7% above the open price
|
||||
if current_profit > 0.10:
|
||||
@@ -482,7 +483,7 @@ The helper function `stoploss_from_absolute()` can be used to convert from an ab
|
||||
|
||||
def custom_stoploss(self, pair: str, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
dataframe, _ = self.dp.get_analyzed_dataframe(pair, self.timeframe)
|
||||
trade_date = timeframe_to_prev_date(self.timeframe, trade.open_date_utc)
|
||||
candle = dataframe.iloc[-1].squeeze()
|
||||
@@ -519,8 +520,8 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
# ... populate_* methods
|
||||
|
||||
def custom_entry_price(self, pair: str, trade: Optional[Trade], current_time: datetime, proposed_rate: float,
|
||||
entry_tag: Optional[str], side: str, **kwargs) -> float:
|
||||
def custom_entry_price(self, pair: str, trade: Trade | None, current_time: datetime, proposed_rate: float,
|
||||
entry_tag: str | None, side: str, **kwargs) -> float:
|
||||
|
||||
dataframe, last_updated = self.dp.get_analyzed_dataframe(pair=pair,
|
||||
timeframe=self.timeframe)
|
||||
@@ -530,7 +531,7 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
def custom_exit_price(self, pair: str, trade: Trade,
|
||||
current_time: datetime, proposed_rate: float,
|
||||
current_profit: float, exit_tag: Optional[str], **kwargs) -> float:
|
||||
current_profit: float, exit_tag: str | None, **kwargs) -> float:
|
||||
|
||||
dataframe, last_updated = self.dp.get_analyzed_dataframe(pair=pair,
|
||||
timeframe=self.timeframe)
|
||||
@@ -662,7 +663,7 @@ class AwesomeStrategy(IStrategy):
|
||||
# ... populate_* methods
|
||||
|
||||
def confirm_trade_entry(self, pair: str, order_type: str, amount: float, rate: float,
|
||||
time_in_force: str, current_time: datetime, entry_tag: Optional[str],
|
||||
time_in_force: str, current_time: datetime, entry_tag: str | None,
|
||||
side: str, **kwargs) -> bool:
|
||||
"""
|
||||
Called right before placing a entry order.
|
||||
@@ -757,7 +758,7 @@ For performance reasons, it's disabled by default and freqtrade will show a warn
|
||||
|
||||
Additional orders also result in additional fees and those orders don't count towards `max_open_trades`.
|
||||
|
||||
This callback is **not** called when there is an open order (either buy or sell) waiting for execution.
|
||||
This callback is also called when there is an open order (either buy or sell) waiting for execution - and will cancel the existing open order to place a new order if the amount, price or direction is different.
|
||||
|
||||
`adjust_trade_position()` is called very frequently for the duration of a trade, so you must keep your implementation as performant as possible.
|
||||
|
||||
@@ -766,6 +767,22 @@ Adjustment orders can be assigned with a tag by returning a 2 element Tuple, wit
|
||||
|
||||
Modifications to leverage are not possible, and the stake-amount returned is assumed to be before applying leverage.
|
||||
|
||||
The combined stake currently allocated to the position is held in `trade.stake_amount`. Therefore `trade.stake_amount` will always be updated on every additional entry and partial exit made through `adjust_trade_position()`.
|
||||
|
||||
!!! Danger "Loose Logic"
|
||||
On dry and live run, this function will be called every `throttle_process_secs` (default to 5s). If you have a loose logic, for example your logic for extra entry is only to check RSI of last candle is below 30, then when such condition fulfilled, your bot will do extra re-entry every 5 secs until either it run out of money, it hit the `max_position_adjustment` limit, or a new candle with RSI more than 30 arrived.
|
||||
|
||||
Same thing also can happen with partial exit. So be sure to have a strict logic and/or check for the last filled order.
|
||||
|
||||
!!! Warning "Performance with many position adjustments"
|
||||
Position adjustments can be a good approach to increase a strategy's output - but it can also have drawbacks if using this feature extensively.
|
||||
Each of the orders will be attached to the trade object for the duration of the trade - hence increasing memory usage.
|
||||
Trades with long duration and 10s or even 100ds of position adjustments are therefore not recommended, and should be closed at regular intervals to not affect performance.
|
||||
|
||||
!!! Warning "Backtesting"
|
||||
During backtesting this callback is called for each candle in `timeframe` or `timeframe_detail`, so run-time performance will be affected.
|
||||
This can also cause deviating results between live and backtesting, since backtesting can adjust the trade only once per candle, whereas live could adjust the trade multiple times per candle.
|
||||
|
||||
### Increase position
|
||||
|
||||
The strategy is expected to return a positive **stake_amount** (in stake currency) between `min_stake` and `max_stake` if and when an additional entry order should be made (position is increased -> buy order for long trades, sell order for short trades).
|
||||
@@ -775,16 +792,22 @@ If there are not enough funds in the wallet (the return value is above `max_stak
|
||||
|
||||
Additional entries are ignored once you have reached the maximum amount of extra entries that you have set on `max_entry_position_adjustment`, but the callback is called anyway looking for partial exits.
|
||||
|
||||
!!! Note "About stake size"
|
||||
Using fixed stake size means it will be the amount used for the first order, just like without position adjustment.
|
||||
If you wish to buy additional orders with DCA, then make sure to leave enough funds in the wallet for that.
|
||||
Using `"unlimited"` stake amount with DCA orders requires you to also implement the `custom_stake_amount()` callback to avoid allocating all funds to the initial order.
|
||||
|
||||
### Decrease position
|
||||
|
||||
The strategy is expected to return a negative stake_amount (in stake currency) for a partial exit.
|
||||
Returning the full owned stake at that point (`-trade.stake_amount`) results in a full exit.
|
||||
Returning a value more than the above (so remaining stake_amount would become negative) will result in the bot ignoring the signal.
|
||||
|
||||
!!! Note "About stake size"
|
||||
Using fixed stake size means it will be the amount used for the first order, just like without position adjustment.
|
||||
If you wish to buy additional orders with DCA, then make sure to leave enough funds in the wallet for that.
|
||||
Using `"unlimited"` stake amount with DCA orders requires you to also implement the `custom_stake_amount()` callback to avoid allocating all funds to the initial order.
|
||||
For a partial exit, it's important to know that the formula used to calculate the amount of the coin for the partial exit order is `amount to be exited partially = negative_stake_amount * trade.amount / trade.stake_amount`, where `negative_stake_amount` is the value returned from the `adjust_trade_position` function. As seen in the formula, the formula doesn't care about current profit/loss of the position. It only cares about `trade.amount` and `trade.stake_amount` which aren't affected by the price movement at all.
|
||||
|
||||
For example, let's say you buy 2 SHITCOIN/USDT at open rate of 50, which means the trade's stake amount is 100 USDT. Now the price raises to 200 and you want to sell half of it. In that case, you have to return -50% of `trade.stake_amount` (0.5 * 100 USDT) which equals to -50. The bot will calculate the amount it needed to sell, which is `50 * 2 / 100` which equals 1 SHITCOIN/USDT. If you return -200 (50% of 2 * 200), the bot will ignore it since `trade.stake_amount` is only 100 USDT but you asked to sell 200 USDT which means you are asking to sell 4 SHITCOIN/USDT.
|
||||
|
||||
Back to the example above, since current rate is 200, the current USDT value of your trade is now 400 USDT. Let's say you want to partially sell 100 USDT to take out the initial investment and leave the profit in the trade hoping that the price keeps rising. In that case, you have to do a different approach. First, you need to calculate the exact amount you needed to sell. In this case, since you want to sell 100 USDT worth based of current rate, the exact amount you need to partially sell is `100 * 2 / 400` which equals 0.5 SHITCOIN/USDT. Since we know now the exact amount we want to sell (0.5), the value you need to return in the `adjust_trade_position` function is `-amount to be exited partially * trade.stake_amount / trade.amount`, which equals -25. The bot will sell 0.5 SHITCOIN/USDT, keeping 1.5 in trade. You will receive 100 USDT from the partial exit.
|
||||
|
||||
!!! Warning "Stoploss calculation"
|
||||
Stoploss is still calculated from the initial opening price, not averaged price.
|
||||
@@ -792,15 +815,6 @@ Returning a value more than the above (so remaining stake_amount would become ne
|
||||
|
||||
While `/stopentry` command stops the bot from entering new trades, the position adjustment feature will continue buying new orders on existing trades.
|
||||
|
||||
!!! Warning "Backtesting"
|
||||
During backtesting this callback is called for each candle in `timeframe` or `timeframe_detail`, so run-time performance will be affected.
|
||||
This can also cause deviating results between live and backtesting, since backtesting can adjust the trade only once per candle, whereas live could adjust the trade multiple times per candle.
|
||||
|
||||
!!! Warning "Performance with many position adjustments"
|
||||
Position adjustments can be a good approach to increase a strategy's output - but it can also have drawbacks if using this feature extensively.
|
||||
Each of the orders will be attached to the trade object for the duration of the trade - hence increasing memory usage.
|
||||
Trades with long duration and 10s or even 100ds of position adjustments are therefore not recommended, and should be closed at regular intervals to not affect performance.
|
||||
|
||||
``` python
|
||||
# Default imports
|
||||
|
||||
@@ -820,8 +834,8 @@ class DigDeeperStrategy(IStrategy):
|
||||
|
||||
# This is called when placing the initial order (opening trade)
|
||||
def custom_stake_amount(self, pair: str, current_time: datetime, current_rate: float,
|
||||
proposed_stake: float, min_stake: Optional[float], max_stake: float,
|
||||
leverage: float, entry_tag: Optional[str], side: str,
|
||||
proposed_stake: float, min_stake: float | None, max_stake: float,
|
||||
leverage: float, entry_tag: str | None, side: str,
|
||||
**kwargs) -> float:
|
||||
|
||||
# We need to leave most of the funds for possible further DCA orders
|
||||
@@ -830,11 +844,11 @@ class DigDeeperStrategy(IStrategy):
|
||||
|
||||
def adjust_trade_position(self, trade: Trade, current_time: datetime,
|
||||
current_rate: float, current_profit: float,
|
||||
min_stake: Optional[float], max_stake: float,
|
||||
min_stake: float | None, max_stake: float,
|
||||
current_entry_rate: float, current_exit_rate: float,
|
||||
current_entry_profit: float, current_exit_profit: float,
|
||||
**kwargs
|
||||
) -> Union[Optional[float], Tuple[Optional[float], Optional[str]]]:
|
||||
) -> float | None | tuple[float | None, str | None]:
|
||||
"""
|
||||
Custom trade adjustment logic, returning the stake amount that a trade should be
|
||||
increased or decreased.
|
||||
@@ -890,7 +904,7 @@ class DigDeeperStrategy(IStrategy):
|
||||
# Hope you have a deep wallet!
|
||||
try:
|
||||
# This returns first order stake size
|
||||
stake_amount = filled_entries[0].stake_amount
|
||||
stake_amount = filled_entries[0].stake_amount_filled
|
||||
# This then calculates current safety order size
|
||||
stake_amount = stake_amount * (1 + (count_of_entries * 0.25))
|
||||
return stake_amount, "1/3rd_increase"
|
||||
@@ -922,7 +936,10 @@ class DigDeeperStrategy(IStrategy):
|
||||
|
||||
## Adjust Entry Price
|
||||
|
||||
The `adjust_entry_price()` callback may be used by strategy developer to refresh/replace limit orders upon arrival of new candles.
|
||||
The `adjust_entry_price()` callback may be used by strategy developer to refresh/replace limit orders upon arrival of new candles.
|
||||
This callback is called once every iteration unless the order has been (re)placed within the current candle - limiting the maximum (re)placement of each order to once per candle.
|
||||
This also means that the first call will be at the start of the next candle after the initial order was placed.
|
||||
|
||||
Be aware that `custom_entry_price()` is still the one dictating initial entry limit order price target at the time of entry trigger.
|
||||
|
||||
Orders can be cancelled out of this callback by returning `None`.
|
||||
@@ -933,7 +950,8 @@ Returning any other price will cancel the existing order, and replace it with a
|
||||
The trade open-date (`trade.open_date_utc`) will remain at the time of the very first order placed.
|
||||
Please make sure to be aware of this - and eventually adjust your logic in other callbacks to account for this, and use the date of the first filled order instead.
|
||||
|
||||
If the cancellation of the original order fails, then the order will not be replaced - though the order will most likely have been canceled on exchange. Having this happen on initial entries will result in the deletion of the order, while on position adjustment orders, it'll result in the trade size remaining as is.
|
||||
If the cancellation of the original order fails, then the order will not be replaced - though the order will most likely have been canceled on exchange. Having this happen on initial entries will result in the deletion of the order, while on position adjustment orders, it'll result in the trade size remaining as is.
|
||||
If the order has been partially filled, the order will not be replaced. You can however use [`adjust_trade_position()`](#adjust-trade-position) to adjust the trade size to the full, expected position size, should this be necessary / desired.
|
||||
|
||||
!!! Warning "Regular timeout"
|
||||
Entry `unfilledtimeout` mechanism (as well as `check_entry_timeout()`) takes precedence over this.
|
||||
@@ -946,9 +964,9 @@ class AwesomeStrategy(IStrategy):
|
||||
|
||||
# ... populate_* methods
|
||||
|
||||
def adjust_entry_price(self, trade: Trade, order: Optional[Order], pair: str,
|
||||
def adjust_entry_price(self, trade: Trade, order: Order | None, pair: str,
|
||||
current_time: datetime, proposed_rate: float, current_order_rate: float,
|
||||
entry_tag: Optional[str], side: str, **kwargs) -> float:
|
||||
entry_tag: str | None, side: str, **kwargs) -> float:
|
||||
"""
|
||||
Entry price re-adjustment logic, returning the user desired limit price.
|
||||
This only executes when a order was already placed, still open (unfilled fully or partially)
|
||||
@@ -1003,7 +1021,7 @@ For markets / exchanges that don't support leverage, this method is ignored.
|
||||
|
||||
class AwesomeStrategy(IStrategy):
|
||||
def leverage(self, pair: str, current_time: datetime, current_rate: float,
|
||||
proposed_leverage: float, max_leverage: float, entry_tag: Optional[str], side: str,
|
||||
proposed_leverage: float, max_leverage: float, entry_tag: str | None, side: str,
|
||||
**kwargs) -> float:
|
||||
"""
|
||||
Customize leverage for each new trade. This method is only called in futures mode.
|
||||
|
||||
@@ -4,7 +4,7 @@ This page explains how to customize your strategies, add new indicators and set
|
||||
|
||||
If you haven't already, please familiarize yourself with:
|
||||
|
||||
- the [Freqtrade strategy 101](freqtrade-101.md), which provides a quick start to strategy development
|
||||
- the [Freqtrade strategy 101](strategy-101.md), which provides a quick start to strategy development
|
||||
- the [Freqtrade bot basics](bot-basics.md), which provides overall info on how the bot operates
|
||||
|
||||
## Develop your own strategy
|
||||
@@ -545,7 +545,7 @@ def informative_pairs(self):
|
||||
]
|
||||
```
|
||||
|
||||
A full sample can be found [in the DataProvider section](#complete-data-provider-sample).
|
||||
A full sample can be found [in the DataProvider section](#complete-dataprovider-sample).
|
||||
|
||||
!!! Warning
|
||||
As these pairs will be refreshed as part of the regular whitelist refresh, it's best to keep this list short.
|
||||
@@ -576,17 +576,20 @@ To easily define informative pairs, use the `@informative` decorator. All decora
|
||||
and do not have access to data from other informative pairs. However, all informative dataframes for each pair are merged and passed to main `populate_indicators()` method.
|
||||
|
||||
!!! Note
|
||||
Do not use the `@informative` decorator if you need to use data from one informative pair when generating another informative pair. Instead, define informative pairs manually as described [in the DataProvider section](#complete-data-provider-sample).
|
||||
Do not use the `@informative` decorator if you need to use data from one informative pair when generating another informative pair. Instead, define informative pairs manually as described [in the DataProvider section](#complete-dataprovider-sample).
|
||||
|
||||
When hyperopting, use of the hyperoptable parameter `.value` attribute is not supported. Please use the `.range` attribute. See [optimizing an indicator parameter](hyperopt.md#optimizing-an-indicator-parameter) for more information.
|
||||
|
||||
??? info "Full documentation"
|
||||
``` python
|
||||
def informative(timeframe: str, asset: str = '',
|
||||
fmt: Optional[Union[str, Callable[[KwArg(str)], str]]] = None,
|
||||
*,
|
||||
candle_type: Optional[CandleType] = None,
|
||||
ffill: bool = True) -> Callable[[PopulateIndicators], PopulateIndicators]:
|
||||
def informative(
|
||||
timeframe: str,
|
||||
asset: str = "",
|
||||
fmt: str | Callable[[Any], str] | None = None,
|
||||
*,
|
||||
candle_type: CandleType | str | None = None,
|
||||
ffill: bool = True,
|
||||
) -> Callable[[PopulateIndicators], PopulateIndicators]:
|
||||
"""
|
||||
A decorator for populate_indicators_Nn(self, dataframe, metadata), allowing these functions to
|
||||
define informative indicators.
|
||||
@@ -707,7 +710,7 @@ Options:
|
||||
- Merge the dataframe without lookahead bias
|
||||
- Forward-fill (optional)
|
||||
|
||||
For a full sample, please refer to the [complete data provider example](#complete-data-provider-sample) below.
|
||||
For a full sample, please refer to the [complete data provider example](#complete-dataprovider-sample) below.
|
||||
|
||||
All columns of the informative dataframe will be available on the returning dataframe in a renamed fashion:
|
||||
|
||||
|
||||
@@ -152,7 +152,7 @@ print(stats["strategy"][strategy]["pairlist"])
|
||||
# Get market change (average change of all pairs from start to end of the backtest period)
|
||||
print(stats["strategy"][strategy]["market_change"])
|
||||
# Maximum drawdown ()
|
||||
print(stats["strategy"][strategy]["max_drawdown"])
|
||||
print(stats["strategy"][strategy]["max_drawdown_abs"])
|
||||
# Maximum drawdown start and end
|
||||
print(stats["strategy"][strategy]["drawdown_start"])
|
||||
print(stats["strategy"][strategy]["drawdown_end"])
|
||||
@@ -215,7 +215,7 @@ trades.groupby("pair")["exit_reason"].value_counts()
|
||||
```
|
||||
|
||||
## Analyze the loaded trades for trade parallelism
|
||||
This can be useful to find the best `max_open_trades` parameter, when used with backtesting in conjunction with `--disable-max-market-positions`.
|
||||
This can be useful to find the best `max_open_trades` parameter, when used with backtesting in conjunction with a very high `max_open_trades` setting.
|
||||
|
||||
`analyze_trade_parallelism()` returns a timeseries dataframe with an "open_trades" column, specifying the number of open trades for each candle.
|
||||
|
||||
|
||||
@@ -214,8 +214,8 @@ class AwesomeStrategy(IStrategy):
|
||||
``` python hl_lines="4"
|
||||
class AwesomeStrategy(IStrategy):
|
||||
def custom_stake_amount(self, pair: str, current_time: datetime, current_rate: float,
|
||||
proposed_stake: float, min_stake: Optional[float], max_stake: float,
|
||||
entry_tag: Optional[str], side: str, **kwargs) -> float:
|
||||
proposed_stake: float, min_stake: float | None, max_stake: float,
|
||||
entry_tag: str | None, side: str, **kwargs) -> float:
|
||||
# ...
|
||||
return proposed_stake
|
||||
```
|
||||
@@ -237,7 +237,7 @@ After:
|
||||
``` python hl_lines="4"
|
||||
class AwesomeStrategy(IStrategy):
|
||||
def confirm_trade_entry(self, pair: str, order_type: str, amount: float, rate: float,
|
||||
time_in_force: str, current_time: datetime, entry_tag: Optional[str],
|
||||
time_in_force: str, current_time: datetime, entry_tag: str | None,
|
||||
side: str, **kwargs) -> bool:
|
||||
return True
|
||||
```
|
||||
@@ -280,8 +280,8 @@ After:
|
||||
|
||||
``` python hl_lines="3"
|
||||
class AwesomeStrategy(IStrategy):
|
||||
def custom_entry_price(self, pair: str, trade: Optional[Trade], current_time: datetime, proposed_rate: float,
|
||||
entry_tag: Optional[str], side: str, **kwargs) -> float:
|
||||
def custom_entry_price(self, pair: str, trade: Trade | None, current_time: datetime, proposed_rate: float,
|
||||
entry_tag: str | None, side: str, **kwargs) -> float:
|
||||
return proposed_rate
|
||||
```
|
||||
|
||||
@@ -312,7 +312,7 @@ After:
|
||||
``` python hl_lines="5 7"
|
||||
def custom_stoploss(self, pair: str, trade: 'Trade', current_time: datetime,
|
||||
current_rate: float, current_profit: float, after_fill: bool,
|
||||
**kwargs) -> Optional[float]:
|
||||
**kwargs) -> float | None:
|
||||
# once the profit has risen above 10%, keep the stoploss at 7% above the open price
|
||||
if current_profit > 0.10:
|
||||
return stoploss_from_open(0.07, current_profit, is_short=trade.is_short)
|
||||
@@ -329,7 +329,7 @@ After:
|
||||
`order_time_in_force` attributes changed from `"buy"` to `"entry"` and `"sell"` to `"exit"`.
|
||||
|
||||
``` python
|
||||
order_time_in_force: Dict = {
|
||||
order_time_in_force: dict = {
|
||||
"buy": "gtc",
|
||||
"sell": "gtc",
|
||||
}
|
||||
@@ -338,7 +338,7 @@ After:
|
||||
After:
|
||||
|
||||
``` python hl_lines="2 3"
|
||||
order_time_in_force: Dict = {
|
||||
order_time_in_force: dict = {
|
||||
"entry": "GTC",
|
||||
"exit": "GTC",
|
||||
}
|
||||
@@ -780,7 +780,7 @@ class MyCoolFreqaiModel(BaseRegressionModel):
|
||||
|
||||
def predict(
|
||||
self, unfiltered_df: DataFrame, dk: FreqaiDataKitchen, **kwargs
|
||||
) -> Tuple[DataFrame, npt.NDArray[np.int_]]:
|
||||
) -> tuple[DataFrame, npt.NDArray[np.int_]]:
|
||||
|
||||
# ... your custom stuff
|
||||
|
||||
|
||||
@@ -15,3 +15,7 @@
|
||||
.md-version__list {
|
||||
font-weight: 500 !important;
|
||||
}
|
||||
|
||||
#available-endpoints ~ .md-typeset__scrollwrap .md-typeset__table th:first-of-type {
|
||||
width: 35% !important;
|
||||
}
|
||||
|
||||
+100
-73
@@ -45,22 +45,42 @@ Get your "Id", you will use it for the config parameter `chat_id`.
|
||||
|
||||
#### Use Group id
|
||||
|
||||
You can use bots in telegram groups by just adding them to the group. You can find the group id by first adding a [RawDataBot](https://telegram.me/rawdatabot) to your group. The Group id is shown as id in the `"chat"` section, which the RawDataBot will send to you:
|
||||
To get the group ID, you can add the bot to the group, start freqtrade, and issue a `/tg_info` command.
|
||||
This will return the group id to you, without having to use some random bot.
|
||||
While "chat_id" is still required, it doesn't need to be set to this particular group id for this command.
|
||||
|
||||
The response will also contain the "topic_id" if necessary - both in a format ready to copy/paste into your configuration.
|
||||
|
||||
``` json
|
||||
"chat":{
|
||||
"id":-1001332619709
|
||||
{
|
||||
"enabled": true,
|
||||
"token": "********",
|
||||
"chat_id": "-1001332619709",
|
||||
"topic_id": "122"
|
||||
}
|
||||
```
|
||||
|
||||
For the Freqtrade configuration, you can then use the full value (including `-` if it's there) as string:
|
||||
For the Freqtrade configuration, you can then use the full value (including `-` ) as string:
|
||||
|
||||
```json
|
||||
"chat_id": "-1001332619709"
|
||||
```
|
||||
|
||||
!!! Warning "Using telegram groups"
|
||||
When using telegram groups, you're giving every member of the telegram group access to your freqtrade bot and to all commands possible via telegram. Please make sure that you can trust everyone in the telegram group to avoid unpleasant surprises.
|
||||
|
||||
##### Group Topic ID
|
||||
|
||||
To use a specific topic in a group, you can use the `topic_id` parameter in the configuration. This will allow you to use the bot in a specific topic in a group.
|
||||
Without this, the bot will always respond to the general channel in the group if topics are enabled for a group chat.
|
||||
|
||||
```json
|
||||
"chat_id": "-1001332619709",
|
||||
"topic_id": "3"
|
||||
```
|
||||
|
||||
Similar to the group-id - you can use `/tg_info` from the topic/thread to get the correct topic-id.
|
||||
|
||||
## Control telegram noise
|
||||
|
||||
Freqtrade provides means to control the verbosity of your telegram bot.
|
||||
@@ -93,9 +113,12 @@ Example configuration showing the different settings:
|
||||
"trailing_stop_loss": "on",
|
||||
"stop_loss": "on",
|
||||
"stoploss_on_exchange": "on",
|
||||
"custom_exit": "silent",
|
||||
"partial_exit": "on"
|
||||
"custom_exit": "silent", // custom_exit without specifying an exit reason
|
||||
"partial_exit": "on",
|
||||
// "custom_exit_message": "silent", // Disable individual custom exit reasons
|
||||
"*": "off" // Disable all other exit reasons
|
||||
},
|
||||
// "exit": "off", // Simplistic configuration to disable all exit messages
|
||||
"exit_cancel": "on",
|
||||
"exit_fill": "off",
|
||||
"protection_trigger": "off",
|
||||
@@ -108,16 +131,16 @@ Example configuration showing the different settings:
|
||||
},
|
||||
```
|
||||
|
||||
`entry` notifications are sent when the order is placed, while `entry_fill` notifications are sent when the order is filled on the exchange.
|
||||
`exit` notifications are sent when the order is placed, while `exit_fill` notifications are sent when the order is filled on the exchange.
|
||||
`*_fill` notifications are off by default and must be explicitly enabled.
|
||||
`protection_trigger` notifications are sent when a protection triggers and `protection_trigger_global` notifications trigger when global protections are triggered.
|
||||
`strategy_msg` - Receive notifications from the strategy, sent via `self.dp.send_msg()` from the strategy [more details](strategy-customization.md#send-notification).
|
||||
`show_candle` - show candle values as part of entry/exit messages. Only possible values are `"ohlc"` or `"off"`.
|
||||
|
||||
`balance_dust_level` will define what the `/balance` command takes as "dust" - Currencies with a balance below this will be shown.
|
||||
`allow_custom_messages` completely disable strategy messages.
|
||||
`reload` allows you to disable reload-buttons on selected messages.
|
||||
* `entry` notifications are sent when the order is placed, while `entry_fill` notifications are sent when the order is filled on the exchange.
|
||||
* `exit` notifications are sent when the order is placed, while `exit_fill` notifications are sent when the order is filled on the exchange.
|
||||
Exit messages (`exit` and `exit_fill`) can be further controlled at individual exit reasons level, with the specific exit reason as the key. the default for all exit reasons is `on` - but can be configured via special `*` key - which will act as a wildcard for all exit reasons that are not explicitly defined.
|
||||
* `*_fill` notifications are off by default and must be explicitly enabled.
|
||||
* `protection_trigger` notifications are sent when a protection triggers and `protection_trigger_global` notifications trigger when global protections are triggered.
|
||||
* `strategy_msg` - Receive notifications from the strategy, sent via `self.dp.send_msg()` from the strategy [more details](strategy-customization.md#send-notification).
|
||||
* `show_candle` - show candle values as part of entry/exit messages. Only possible values are `"ohlc"` or `"off"`.
|
||||
* `balance_dust_level` will define what the `/balance` command takes as "dust" - Currencies with a balance below this will be shown.
|
||||
* `allow_custom_messages` completely disable strategy messages.
|
||||
* `reload` allows you to disable reload-buttons on selected messages.
|
||||
|
||||
## Create a custom keyboard (command shortcut buttons)
|
||||
|
||||
@@ -238,16 +261,16 @@ Once all positions are sold, run `/stop` to completely stop the bot.
|
||||
For each open trade, the bot will send you the following message.
|
||||
Enter Tag is configurable via Strategy.
|
||||
|
||||
> **Trade ID:** `123` `(since 1 days ago)`
|
||||
> **Current Pair:** CVC/BTC
|
||||
> **Direction:** Long
|
||||
> **Leverage:** 1.0
|
||||
> **Amount:** `26.64180098`
|
||||
> **Enter Tag:** Awesome Long Signal
|
||||
> **Open Rate:** `0.00007489`
|
||||
> **Current Rate:** `0.00007489`
|
||||
> **Unrealized Profit:** `12.95%`
|
||||
> **Stoploss:** `0.00007389 (-0.02%)`
|
||||
> **Trade ID:** `123` `(since 1 days ago)`
|
||||
> **Current Pair:** CVC/BTC
|
||||
> **Direction:** Long
|
||||
> **Leverage:** 1.0
|
||||
> **Amount:** `26.64180098`
|
||||
> **Enter Tag:** Awesome Long Signal
|
||||
> **Open Rate:** `0.00007489`
|
||||
> **Current Rate:** `0.00007489`
|
||||
> **Unrealized Profit:** `12.95%`
|
||||
> **Stoploss:** `0.00007389 (-0.02%)`
|
||||
|
||||
### /status table
|
||||
|
||||
@@ -274,34 +297,34 @@ current max
|
||||
|
||||
Return a summary of your profit/loss and performance.
|
||||
|
||||
> **ROI:** Close trades
|
||||
> ∙ `0.00485701 BTC (2.2%) (15.2 Σ%)`
|
||||
> ∙ `62.968 USD`
|
||||
> **ROI:** All trades
|
||||
> ∙ `0.00255280 BTC (1.5%) (6.43 Σ%)`
|
||||
> ∙ `33.095 EUR`
|
||||
>
|
||||
> **Total Trade Count:** `138`
|
||||
> **Bot started:** `2022-07-11 18:40:44`
|
||||
> **First Trade opened:** `3 days ago`
|
||||
> **Latest Trade opened:** `2 minutes ago`
|
||||
> **Avg. Duration:** `2:33:45`
|
||||
> **Best Performing:** `PAY/BTC: 50.23%`
|
||||
> **Trading volume:** `0.5 BTC`
|
||||
> **Profit factor:** `1.04`
|
||||
> **Win / Loss:** `102 / 36`
|
||||
> **Winrate:** `73.91%`
|
||||
> **Expectancy (Ratio):** `4.87 (1.66)`
|
||||
> **Max Drawdown:** `9.23% (0.01255 BTC)`
|
||||
> **ROI:** Close trades
|
||||
> ∙ `0.00485701 BTC (2.2%) (15.2 Σ%)`
|
||||
> ∙ `62.968 USD`
|
||||
> **ROI:** All trades
|
||||
> ∙ `0.00255280 BTC (1.5%) (6.43 Σ%)`
|
||||
> ∙ `33.095 EUR`
|
||||
>
|
||||
> **Total Trade Count:** `138`
|
||||
> **Bot started:** `2022-07-11 18:40:44`
|
||||
> **First Trade opened:** `3 days ago`
|
||||
> **Latest Trade opened:** `2 minutes ago`
|
||||
> **Avg. Duration:** `2:33:45`
|
||||
> **Best Performing:** `PAY/BTC: 50.23%`
|
||||
> **Trading volume:** `0.5 BTC`
|
||||
> **Profit factor:** `1.04`
|
||||
> **Win / Loss:** `102 / 36`
|
||||
> **Winrate:** `73.91%`
|
||||
> **Expectancy (Ratio):** `4.87 (1.66)`
|
||||
> **Max Drawdown:** `9.23% (0.01255 BTC)`
|
||||
|
||||
The relative profit of `1.2%` is the average profit per trade.
|
||||
The relative profit of `15.2 Σ%` is be based on the starting capital - so in this case, the starting capital was `0.00485701 * 1.152 = 0.00738 BTC`.
|
||||
Starting capital is either taken from the `available_capital` setting, or calculated by using current wallet size - profits.
|
||||
Profit Factor is calculated as gross profits / gross losses - and should serve as an overall metric for the strategy.
|
||||
Expectancy corresponds to the average return per currency unit at risk, i.e. the winrate and the risk-reward ratio (the average gain of winning trades compared to the average loss of losing trades).
|
||||
Expectancy Ratio is expected profit or loss of a subsequent trade based on the performance of all past trades.
|
||||
Max drawdown corresponds to the backtesting metric `Absolute Drawdown (Account)` - calculated as `(Absolute Drawdown) / (DrawdownHigh + startingBalance)`.
|
||||
Bot started date will refer to the date the bot was first started. For older bots, this will default to the first trade's open date.
|
||||
The relative profit of `1.2%` is the average profit per trade.
|
||||
The relative profit of `15.2 Σ%` is be based on the starting capital - so in this case, the starting capital was `0.00485701 * 1.152 = 0.00738 BTC`.
|
||||
**Starting capital(**) is either taken from the `available_capital` setting, or calculated by using current wallet size - profits.
|
||||
**Profit Factor** is calculated as gross profits / gross losses - and should serve as an overall metric for the strategy.
|
||||
**Expectancy** corresponds to the average return per currency unit at risk, i.e. the winrate and the risk-reward ratio (the average gain of winning trades compared to the average loss of losing trades).
|
||||
**Expectancy Ratio** is expected profit or loss of a subsequent trade based on the performance of all past trades.
|
||||
**Max drawdown** corresponds to the backtesting metric `Absolute Drawdown (Account)` - calculated as `(Absolute Drawdown) / (DrawdownHigh + startingBalance)`.
|
||||
**Bot started date** will refer to the date the bot was first started. For older bots, this will default to the first trade's open date.
|
||||
|
||||
### /forceexit <trade_id>
|
||||
|
||||
@@ -329,33 +352,36 @@ Note that for this to work, `force_entry_enable` needs to be set to true.
|
||||
### /performance
|
||||
|
||||
Return the performance of each crypto-currency the bot has sold.
|
||||
> Performance:
|
||||
> 1. `RCN/BTC 0.003 BTC (57.77%) (1)`
|
||||
> 2. `PAY/BTC 0.0012 BTC (56.91%) (1)`
|
||||
> 3. `VIB/BTC 0.0011 BTC (47.07%) (1)`
|
||||
> 4. `SALT/BTC 0.0010 BTC (30.24%) (1)`
|
||||
> 5. `STORJ/BTC 0.0009 BTC (27.24%) (1)`
|
||||
> ...
|
||||
> Performance:
|
||||
> 1. `RCN/BTC 0.003 BTC (57.77%) (1)`
|
||||
> 2. `PAY/BTC 0.0012 BTC (56.91%) (1)`
|
||||
> 3. `VIB/BTC 0.0011 BTC (47.07%) (1)`
|
||||
> 4. `SALT/BTC 0.0010 BTC (30.24%) (1)`
|
||||
> 5. `STORJ/BTC 0.0009 BTC (27.24%) (1)`
|
||||
> ...
|
||||
|
||||
The relative performance is calculated against the total investment in the currency, aggregating all filled entries for the currency.
|
||||
|
||||
### /balance
|
||||
|
||||
Return the balance of all crypto-currency your have on the exchange.
|
||||
|
||||
> **Currency:** BTC
|
||||
> **Available:** 3.05890234
|
||||
> **Balance:** 3.05890234
|
||||
> **Pending:** 0.0
|
||||
|
||||
> **Currency:** CVC
|
||||
> **Available:** 86.64180098
|
||||
> **Balance:** 86.64180098
|
||||
> **Pending:** 0.0
|
||||
> **Currency:** BTC
|
||||
> **Available:** 3.05890234
|
||||
> **Balance:** 3.05890234
|
||||
> **Pending:** 0.0
|
||||
>
|
||||
> **Currency:** CVC
|
||||
> **Available:** 86.64180098
|
||||
> **Balance:** 86.64180098
|
||||
> **Pending:** 0.0
|
||||
|
||||
### /daily <n>
|
||||
|
||||
Per default `/daily` will return the 7 last days. The example below if for `/daily 3`:
|
||||
|
||||
> **Daily Profit over the last 3 days:**
|
||||
|
||||
```
|
||||
Day (count) USDT USD Profit %
|
||||
-------------- ------------ ---------- ----------
|
||||
@@ -370,6 +396,7 @@ Per default `/weekly` will return the 8 last weeks, including the current week.
|
||||
from Monday. The example below if for `/weekly 3`:
|
||||
|
||||
> **Weekly Profit over the last 3 weeks (starting from Monday):**
|
||||
|
||||
```
|
||||
Monday (count) Profit BTC Profit USD Profit %
|
||||
------------- -------------- ------------ ----------
|
||||
@@ -396,18 +423,18 @@ Month (count) Profit BTC Profit USD Profit %
|
||||
|
||||
Shows the current whitelist
|
||||
|
||||
> Using whitelist `StaticPairList` with 22 pairs
|
||||
> Using whitelist `StaticPairList` with 22 pairs
|
||||
> `IOTA/BTC, NEO/BTC, TRX/BTC, VET/BTC, ADA/BTC, ETC/BTC, NCASH/BTC, DASH/BTC, XRP/BTC, XVG/BTC, EOS/BTC, LTC/BTC, OMG/BTC, BTG/BTC, LSK/BTC, ZEC/BTC, HOT/BTC, IOTX/BTC, XMR/BTC, AST/BTC, XLM/BTC, NANO/BTC`
|
||||
|
||||
### /blacklist [pair]
|
||||
|
||||
Shows the current blacklist.
|
||||
If Pair is set, then this pair will be added to the pairlist.
|
||||
Also supports multiple pairs, separated by a space.
|
||||
Also supports multiple pairs, separated by a space.
|
||||
Use `/reload_config` to reset the blacklist.
|
||||
|
||||
> Using blacklist `StaticPairList` with 2 pairs
|
||||
>`DODGE/BTC`, `HOT/BTC`.
|
||||
> Using blacklist `StaticPairList` with 2 pairs
|
||||
>`DODGE/BTC`, `HOT/BTC`.
|
||||
|
||||
### /edge
|
||||
|
||||
|
||||
@@ -143,6 +143,7 @@ Most properties here can be None as they are dependent on the exchange response.
|
||||
| `remaining` | float | Remaining amount |
|
||||
| `cost` | float | Cost of the order - usually average * filled (*Exchange dependent on futures, may contain the cost with or without leverage and may be in contracts.*) |
|
||||
| `stake_amount` | float | Stake amount used for this order. *Added in 2023.7.* |
|
||||
| `stake_amount_filled` | float | Filled Stake amount used for this order. *Added in 2024.11.* |
|
||||
| `order_date` | datetime | Order creation date **use `order_date_utc` instead** |
|
||||
| `order_date_utc` | datetime | Order creation date (in UTC) |
|
||||
| `order_fill_date` | datetime | Order fill date **use `order_fill_utc` instead** |
|
||||
|
||||
+20
-540
@@ -6,17 +6,9 @@ Besides the Live-Trade and Dry-Run run modes, the `backtesting`, `edge` and `hyp
|
||||
|
||||
Creates the directory structure to hold your files for freqtrade.
|
||||
Will also create strategy and hyperopt examples for you to get started.
|
||||
Can be used multiple times - using `--reset` will reset the sample strategy and hyperopt files to their default state.
|
||||
Can be used multiple times - using `--reset` will reset the sample strategy and hyperopt files to their default state.
|
||||
|
||||
```
|
||||
usage: freqtrade create-userdir [-h] [--userdir PATH] [--reset]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
--reset Reset sample files to their original state.
|
||||
```
|
||||
--8<-- "commands/create-userdir.md"
|
||||
|
||||
!!! Warning
|
||||
Using `--reset` may result in loss of data, since this will overwrite all sample files without asking again.
|
||||
@@ -38,15 +30,7 @@ optional arguments:
|
||||
|
||||
Creates a new configuration file, asking some questions which are important selections for a configuration.
|
||||
|
||||
```
|
||||
usage: freqtrade new-config [-h] [-c PATH]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
-c PATH, --config PATH
|
||||
Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
|
||||
to read config from stdin.
|
||||
```
|
||||
--8<-- "commands/new-config.md"
|
||||
|
||||
!!! Warning
|
||||
Only vital questions are asked. Freqtrade offers a lot more configuration possibilities, which are listed in the [Configuration documentation](configuration.md#configuration-parameters)
|
||||
@@ -73,21 +57,7 @@ Especially useful with [split configuration files](configuration.md#multiple-con
|
||||
|
||||

|
||||
|
||||
```
|
||||
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
|
||||
Path to userdata directory.
|
||||
-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.
|
||||
--show-sensitive Show secrets in the output.
|
||||
```
|
||||
--8<-- "commands/show-config.md"
|
||||
|
||||
``` output
|
||||
Your combined configuration is:
|
||||
@@ -120,23 +90,7 @@ The file will be named inline with your class name, and will not overwrite exist
|
||||
|
||||
Results will be located in `user_data/strategies/<strategyclassname>.py`.
|
||||
|
||||
``` output
|
||||
usage: freqtrade new-strategy [-h] [--userdir PATH] [-s NAME]
|
||||
[--template {full,minimal,advanced}]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
-s NAME, --strategy NAME
|
||||
Specify strategy class name which will be used by the
|
||||
bot.
|
||||
--template {full,minimal,advanced}
|
||||
Use a template which is either `minimal`, `full`
|
||||
(containing multiple sample indicators) or `advanced`.
|
||||
Default: `full`.
|
||||
|
||||
```
|
||||
--8<-- "commands/new-strategy.md"
|
||||
|
||||
### Sample usage of new-strategy
|
||||
|
||||
@@ -162,38 +116,7 @@ Use the `list-strategies` subcommand to see all strategies in one particular dir
|
||||
|
||||
This subcommand is useful for finding problems in your environment with loading strategies: modules with strategies that contain errors and failed to load are printed in red (LOAD FAILED), while strategies with duplicate names are printed in yellow (DUPLICATE NAME).
|
||||
|
||||
```
|
||||
usage: freqtrade list-strategies [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[--strategy-path PATH] [-1] [--no-color]
|
||||
[--recursive-strategy-search]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--strategy-path PATH Specify additional strategy lookup path.
|
||||
-1, --one-column Print output in one column.
|
||||
--no-color Disable colorization of hyperopt results. May be
|
||||
useful if you are redirecting output to a file.
|
||||
--recursive-strategy-search
|
||||
Recursively search for a strategy in the strategies
|
||||
folder.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
```
|
||||
--8<-- "commands/list-strategies.md"
|
||||
|
||||
!!! Warning
|
||||
Using these commands will try to load all python files from a directory. This can be a security risk if untrusted files reside in this directory, since all module-level code is executed.
|
||||
@@ -224,36 +147,7 @@ It provides a quick list of all available loss functions in your environment.
|
||||
|
||||
This subcommand can be useful for finding problems in your environment with loading loss functions: modules with Hyperopt-Loss functions that contain errors and failed to load are printed in red (LOAD FAILED), while hyperopt-Loss functions with duplicate names are printed in yellow (DUPLICATE NAME).
|
||||
|
||||
```
|
||||
usage: freqtrade list-hyperoptloss [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[--hyperopt-path PATH] [-1] [--no-color]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--hyperopt-path PATH Specify additional lookup path for Hyperopt Loss
|
||||
functions.
|
||||
-1, --one-column Print output in one column.
|
||||
--no-color Disable colorization of hyperopt results. May be
|
||||
useful if you are redirecting output to a file.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
```
|
||||
--8<-- "commands/list-hyperoptloss.md"
|
||||
|
||||
## List freqAI models
|
||||
|
||||
@@ -261,49 +155,13 @@ Use the `list-freqaimodels` subcommand to see all freqAI models available.
|
||||
|
||||
This subcommand is useful for finding problems in your environment with loading freqAI models: modules with models that contain errors and failed to load are printed in red (LOAD FAILED), while models with duplicate names are printed in yellow (DUPLICATE NAME).
|
||||
|
||||
```
|
||||
usage: freqtrade list-freqaimodels [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[--freqaimodel-path PATH] [-1] [--no-color]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--freqaimodel-path PATH
|
||||
Specify additional lookup path for freqaimodels.
|
||||
-1, --one-column Print output in one column.
|
||||
--no-color Disable colorization of hyperopt results. May be
|
||||
useful if you are redirecting output to a file.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/list-freqaimodels.md"
|
||||
|
||||
## List Exchanges
|
||||
|
||||
Use the `list-exchanges` subcommand to see the exchanges available for the bot.
|
||||
|
||||
```
|
||||
usage: freqtrade list-exchanges [-h] [-1] [-a]
|
||||
|
||||
optional arguments:
|
||||
-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.
|
||||
```
|
||||
--8<-- "commands/list-exchanges.md"
|
||||
|
||||
Example: see exchanges available for the bot:
|
||||
|
||||
@@ -352,35 +210,7 @@ okx True Official spot, isolated futures
|
||||
|
||||
Use the `list-timeframes` subcommand to see the list of timeframes available for the exchange.
|
||||
|
||||
```
|
||||
usage: freqtrade list-timeframes [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[--exchange EXCHANGE] [-1]
|
||||
|
||||
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.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
|
||||
```
|
||||
--8<-- "commands/list-timeframes.md"
|
||||
|
||||
* Example: see the timeframes for the 'binance' exchange, set in the configuration file:
|
||||
|
||||
@@ -408,54 +238,7 @@ You can print info about any pair/market with these subcommands - and you can fi
|
||||
|
||||
These subcommands have same usage and same set of available options:
|
||||
|
||||
```
|
||||
usage: freqtrade list-markets [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [--exchange EXCHANGE]
|
||||
[--print-list] [--print-json] [-1] [--print-csv]
|
||||
[--base BASE_CURRENCY [BASE_CURRENCY ...]]
|
||||
[--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]]
|
||||
[-a] [--trading-mode {spot,margin,futures}]
|
||||
usage: freqtrade list-pairs [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [--exchange EXCHANGE]
|
||||
[--print-list] [--print-json] [-1] [--print-csv]
|
||||
[--base BASE_CURRENCY [BASE_CURRENCY ...]]
|
||||
[--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]] [-a]
|
||||
[--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.
|
||||
--print-list Print list of pairs or market symbols. By default data
|
||||
is printed in the tabular format.
|
||||
--print-json Print list of pairs or market symbols in JSON format.
|
||||
-1, --one-column Print output in one column.
|
||||
--print-csv Print exchange pair or market data in the csv format.
|
||||
--base BASE_CURRENCY [BASE_CURRENCY ...]
|
||||
Specify base currency(-ies). Space-separated list.
|
||||
--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]
|
||||
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}
|
||||
Select Trading mode
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/list-pairs.md"
|
||||
|
||||
By default, only active pairs/markets are shown. Active pairs/markets are those that can currently be traded on the exchange.
|
||||
You can use the `-a`/`-all` option to see the list of all pairs/markets, including the inactive ones.
|
||||
@@ -493,28 +276,7 @@ Use the `test-pairlist` subcommand to test the configuration of [dynamic pairlis
|
||||
Requires a configuration with specified `pairlists` attribute.
|
||||
Can be used to generate static pairlists to be used during backtesting / hyperopt.
|
||||
|
||||
```
|
||||
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
|
||||
Path to userdata directory.
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
-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.
|
||||
--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]
|
||||
Specify quote currency(-ies). Space-separated list.
|
||||
-1, --one-column Print output in one column.
|
||||
--print-json Print list of pairs or market symbols in JSON format.
|
||||
--exchange EXCHANGE Exchange name. Only valid if no config is provided.
|
||||
|
||||
```
|
||||
--8<-- "commands/test-pairlist.md"
|
||||
|
||||
### Examples
|
||||
|
||||
@@ -530,17 +292,7 @@ freqtrade test-pairlist --config config.json --quote USDT BTC
|
||||
|
||||
Please refer to the [corresponding documentation](advanced-setup.md#use-a-different-database-system) to learn about requirements for different database systems.
|
||||
|
||||
```
|
||||
usage: freqtrade convert-db [-h] [--db-url PATH] [--db-url-from PATH]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--db-url-from PATH Source db url to use when migrating a database.
|
||||
```
|
||||
--8<-- "commands/convert-db.md"
|
||||
|
||||
!!! Warning
|
||||
Please ensure to only use this on an empty target database. Freqtrade will perform a regular migration, but may fail if entries already existed.
|
||||
@@ -556,30 +308,7 @@ Freqtrade will start the webserver and allow FreqUI to start and control backtes
|
||||
This has the advantage that data will not be reloaded between backtesting runs (as long as timeframe and timerange remain identical).
|
||||
FreqUI will also show the backtesting results.
|
||||
|
||||
```
|
||||
usage: freqtrade webserver [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
|
||||
[--userdir PATH]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/webserver.md"
|
||||
|
||||
### Webserver mode - docker
|
||||
|
||||
@@ -609,37 +338,7 @@ Adding `--show-pair-list` outputs a sorted pair list you can easily copy/paste i
|
||||
??? Warning "Strategy overfitting"
|
||||
Only using winning pairs can lead to an overfitted strategy, which will not work well on future data. Make sure to extensively test your strategy in dry-run before risking real money.
|
||||
|
||||
```
|
||||
usage: freqtrade backtesting-show [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[--export-filename PATH] [--show-pair-list]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--export-filename PATH
|
||||
Save backtest results to the file with this filename.
|
||||
Requires `--export` to be set as well. Example:
|
||||
`--export-filename=user_data/backtest_results/backtest
|
||||
_today.json`
|
||||
--show-pair-list Show backtesting pairlist sorted by profit.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/backtesting-show.md"
|
||||
|
||||
## Detailed backtest analysis
|
||||
|
||||
@@ -647,134 +346,13 @@ Advanced backtest result analysis.
|
||||
|
||||
More details in the [Backtesting analysis](advanced-backtesting.md#analyze-the-buyentry-and-sellexit-tags) Section.
|
||||
|
||||
```
|
||||
usage: freqtrade backtesting-analysis [-h] [-v] [--logfile FILE] [-V]
|
||||
[-c PATH] [-d PATH] [--userdir PATH]
|
||||
[--export-filename PATH]
|
||||
[--analysis-groups {0,1,2,3,4} [{0,1,2,3,4} ...]]
|
||||
[--enter-reason-list ENTER_REASON_LIST [ENTER_REASON_LIST ...]]
|
||||
[--exit-reason-list EXIT_REASON_LIST [EXIT_REASON_LIST ...]]
|
||||
[--indicator-list INDICATOR_LIST [INDICATOR_LIST ...]]
|
||||
[--timerange YYYYMMDD-[YYYYMMDD]]
|
||||
[--rejected]
|
||||
[--analysis-to-csv]
|
||||
[--analysis-csv-path PATH]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--export-filename PATH, --backtest-filename PATH
|
||||
Use this filename for backtest results.Requires
|
||||
`--export` to be set as well. Example: `--export-filen
|
||||
ame=user_data/backtest_results/backtest_today.json`
|
||||
--analysis-groups {0,1,2,3,4} [{0,1,2,3,4} ...]
|
||||
grouping output - 0: simple wins/losses by enter tag,
|
||||
1: by enter_tag, 2: by enter_tag and exit_tag, 3: by
|
||||
pair and enter_tag, 4: by pair, enter_ and exit_tag
|
||||
(this can get quite large)
|
||||
--enter-reason-list ENTER_REASON_LIST [ENTER_REASON_LIST ...]
|
||||
Space separated list of entry signals to analyse.
|
||||
Default: all. e.g. 'entry_tag_a entry_tag_b'
|
||||
--exit-reason-list EXIT_REASON_LIST [EXIT_REASON_LIST ...]
|
||||
Space separated list of exit signals to analyse.
|
||||
Default: all. e.g.
|
||||
'exit_tag_a roi stop_loss trailing_stop_loss'
|
||||
--indicator-list INDICATOR_LIST [INDICATOR_LIST ...]
|
||||
Space separated list of indicators to analyse. e.g.
|
||||
'close rsi bb_lowerband profit_abs'
|
||||
--timerange YYYYMMDD-[YYYYMMDD]
|
||||
Timerange to filter trades for analysis,
|
||||
start inclusive, end exclusive. e.g.
|
||||
20220101-20220201
|
||||
--rejected
|
||||
Print out rejected trades table
|
||||
--analysis-to-csv
|
||||
Write out tables to individual CSVs, by default to
|
||||
'user_data/backtest_results' unless '--analysis-csv-path' is given.
|
||||
--analysis-csv-path [PATH]
|
||||
Optional path where individual CSVs will be written. If not used,
|
||||
CSVs will be written to 'user_data/backtest_results'.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/backtesting-analysis.md"
|
||||
|
||||
## List Hyperopt results
|
||||
|
||||
You can list the hyperoptimization epochs the Hyperopt module evaluated previously with the `hyperopt-list` sub-command.
|
||||
|
||||
```
|
||||
usage: freqtrade hyperopt-list [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [--best]
|
||||
[--profitable] [--min-trades INT]
|
||||
[--max-trades INT] [--min-avg-time FLOAT]
|
||||
[--max-avg-time FLOAT] [--min-avg-profit FLOAT]
|
||||
[--max-avg-profit FLOAT]
|
||||
[--min-total-profit FLOAT]
|
||||
[--max-total-profit FLOAT]
|
||||
[--min-objective FLOAT] [--max-objective FLOAT]
|
||||
[--no-color] [--print-json] [--no-details]
|
||||
[--hyperopt-filename PATH] [--export-csv FILE]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--best Select only best epochs.
|
||||
--profitable Select only profitable epochs.
|
||||
--min-trades INT Select epochs with more than INT trades.
|
||||
--max-trades INT Select epochs with less than INT trades.
|
||||
--min-avg-time FLOAT Select epochs above average time.
|
||||
--max-avg-time FLOAT Select epochs below average time.
|
||||
--min-avg-profit FLOAT
|
||||
Select epochs above average profit.
|
||||
--max-avg-profit FLOAT
|
||||
Select epochs below average profit.
|
||||
--min-total-profit FLOAT
|
||||
Select epochs above total profit.
|
||||
--max-total-profit FLOAT
|
||||
Select epochs below total profit.
|
||||
--min-objective FLOAT
|
||||
Select epochs above objective.
|
||||
--max-objective FLOAT
|
||||
Select epochs below objective.
|
||||
--no-color Disable colorization of hyperopt results. May be
|
||||
useful if you are redirecting output to a file.
|
||||
--print-json Print output in JSON format.
|
||||
--no-details Do not print best epoch details.
|
||||
--hyperopt-filename FILENAME
|
||||
Hyperopt result filename.Example: `--hyperopt-
|
||||
filename=hyperopt_results_2020-09-27_16-20-48.pickle`
|
||||
--export-csv FILE Export to CSV-File. This will disable table print.
|
||||
Example: --export-csv hyperopt.csv
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
```
|
||||
--8<-- "commands/hyperopt-list.md"
|
||||
|
||||
!!! Note
|
||||
`hyperopt-list` will automatically use the latest available hyperopt results file.
|
||||
@@ -796,46 +374,7 @@ freqtrade hyperopt-list --profitable --no-details
|
||||
|
||||
You can show the details of any hyperoptimization epoch previously evaluated by the Hyperopt module with the `hyperopt-show` subcommand.
|
||||
|
||||
```
|
||||
usage: freqtrade hyperopt-show [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [--best]
|
||||
[--profitable] [-n INT] [--print-json]
|
||||
[--hyperopt-filename FILENAME] [--no-header]
|
||||
[--disable-param-export]
|
||||
[--breakdown {day,week,month} [{day,week,month} ...]]
|
||||
|
||||
optional arguments:
|
||||
-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.
|
||||
--print-json Print output in JSON format.
|
||||
--hyperopt-filename FILENAME
|
||||
Hyperopt result filename.Example: `--hyperopt-
|
||||
filename=hyperopt_results_2020-09-27_16-20-48.pickle`
|
||||
--no-header Do not print epoch details header.
|
||||
--disable-param-export
|
||||
Disable automatic hyperopt parameter export.
|
||||
--breakdown {day,week,month} [{day,week,month} ...]
|
||||
Show backtesting breakdown per [day, week, month].
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/hyperopt-show.md"
|
||||
|
||||
!!! Note
|
||||
`hyperopt-show` will automatically use the latest available hyperopt results file.
|
||||
@@ -859,38 +398,7 @@ freqtrade hyperopt-show --best -n -1 --print-json --no-header
|
||||
|
||||
Print selected (or all) trades from database to screen.
|
||||
|
||||
```
|
||||
usage: freqtrade show-trades [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH] [--db-url PATH]
|
||||
[--trade-ids TRADE_IDS [TRADE_IDS ...]]
|
||||
[--print-json]
|
||||
|
||||
optional arguments:
|
||||
-h, --help show this help message and exit
|
||||
--db-url PATH Override trades database URL, this is useful in custom
|
||||
deployments (default: `sqlite:///tradesv3.sqlite` for
|
||||
Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
|
||||
Dry Run).
|
||||
--trade-ids TRADE_IDS [TRADE_IDS ...]
|
||||
Specify the list of trade ids.
|
||||
--print-json Print output in JSON format.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile 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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
```
|
||||
--8<-- "commands/show-trades.md"
|
||||
|
||||
### Examples
|
||||
|
||||
@@ -910,32 +418,4 @@ Your original strategy will remain available in the `user_data/strategies_orig_u
|
||||
Strategy updater will work on a "best effort" approach. Please do your due diligence and verify the results of the conversion.
|
||||
We also recommend to run a python formatter (e.g. `black`) to format results in a sane manner.
|
||||
|
||||
```
|
||||
usage: freqtrade strategy-updater [-h] [-v] [--logfile FILE] [-V] [-c PATH]
|
||||
[-d PATH] [--userdir PATH]
|
||||
[--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
|
||||
|
||||
options:
|
||||
-h, --help show this help message and exit
|
||||
--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]
|
||||
Provide a space-separated list of strategies to
|
||||
be converted.
|
||||
|
||||
Common arguments:
|
||||
-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
|
||||
--logfile FILE, --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:
|
||||
`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
|
||||
Path to directory with historical backtesting data.
|
||||
--userdir PATH, --user-data-dir PATH
|
||||
Path to userdata directory.
|
||||
|
||||
```
|
||||
--8<-- "commands/strategy-updater.md"
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
"""Freqtrade bot"""
|
||||
|
||||
__version__ = "2024.10"
|
||||
__version__ = "2025.1"
|
||||
|
||||
if "dev" in __version__:
|
||||
from pathlib import Path
|
||||
|
||||
@@ -1,63 +1,23 @@
|
||||
import logging
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
from freqtrade.enums import RunMode
|
||||
from freqtrade.exceptions import ConfigurationError, OperationalException
|
||||
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
def setup_analyze_configuration(args: dict[str, Any], method: RunMode) -> dict[str, Any]:
|
||||
"""
|
||||
Prepare the configuration for the entry/exit reason analysis module
|
||||
:param args: Cli args from Arguments()
|
||||
:param method: Bot running mode
|
||||
:return: Configuration
|
||||
"""
|
||||
from freqtrade.configuration import setup_utils_configuration
|
||||
|
||||
config = setup_utils_configuration(args, method)
|
||||
|
||||
no_unlimited_runmodes = {
|
||||
RunMode.BACKTEST: "backtesting",
|
||||
}
|
||||
if method in no_unlimited_runmodes.keys():
|
||||
from freqtrade.data.btanalysis import get_latest_backtest_filename
|
||||
|
||||
if "exportfilename" in config:
|
||||
if config["exportfilename"].is_dir():
|
||||
btfile = Path(get_latest_backtest_filename(config["exportfilename"]))
|
||||
signals_file = f"{config['exportfilename']}/{btfile.stem}_signals.pkl"
|
||||
else:
|
||||
if config["exportfilename"].exists():
|
||||
btfile = Path(config["exportfilename"])
|
||||
signals_file = f"{btfile.parent}/{btfile.stem}_signals.pkl"
|
||||
else:
|
||||
raise ConfigurationError(f"{config['exportfilename']} does not exist.")
|
||||
else:
|
||||
raise ConfigurationError("exportfilename not in config.")
|
||||
|
||||
if not Path(signals_file).exists():
|
||||
raise OperationalException(
|
||||
f"Cannot find latest backtest signals file: {signals_file}."
|
||||
"Run backtesting with `--export signals`."
|
||||
)
|
||||
|
||||
return config
|
||||
|
||||
|
||||
def start_analysis_entries_exits(args: dict[str, Any]) -> None:
|
||||
"""
|
||||
Start analysis script
|
||||
:param args: Cli args from Arguments()
|
||||
:return: None
|
||||
"""
|
||||
from freqtrade.configuration import setup_utils_configuration
|
||||
from freqtrade.data.entryexitanalysis import process_entry_exit_reasons
|
||||
|
||||
# Initialize configuration
|
||||
config = setup_analyze_configuration(args, RunMode.BACKTEST)
|
||||
config = setup_utils_configuration(args, RunMode.BACKTEST)
|
||||
|
||||
logger.info("Starting freqtrade in analysis mode")
|
||||
|
||||
|
||||
@@ -5,13 +5,21 @@ This module contains the argument manager class
|
||||
from argparse import ArgumentParser, Namespace, _ArgumentGroup
|
||||
from functools import partial
|
||||
from pathlib import Path
|
||||
from typing import Any, Optional, Union
|
||||
from typing import Any
|
||||
|
||||
from freqtrade.commands.cli_options import AVAILABLE_CLI_OPTIONS
|
||||
from freqtrade.constants import DEFAULT_CONFIG
|
||||
|
||||
|
||||
ARGS_COMMON = ["verbosity", "logfile", "version", "config", "datadir", "user_data_dir"]
|
||||
ARGS_COMMON = [
|
||||
"verbosity",
|
||||
"print_colorized",
|
||||
"logfile",
|
||||
"version",
|
||||
"config",
|
||||
"datadir",
|
||||
"user_data_dir",
|
||||
]
|
||||
|
||||
ARGS_STRATEGY = [
|
||||
"strategy",
|
||||
@@ -37,7 +45,6 @@ ARGS_COMMON_OPTIMIZE = [
|
||||
|
||||
ARGS_BACKTEST = ARGS_COMMON_OPTIMIZE + [
|
||||
"position_stacking",
|
||||
"use_max_market_positions",
|
||||
"enable_protections",
|
||||
"dry_run_wallet",
|
||||
"timeframe_detail",
|
||||
@@ -53,14 +60,12 @@ ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + [
|
||||
"hyperopt",
|
||||
"hyperopt_path",
|
||||
"position_stacking",
|
||||
"use_max_market_positions",
|
||||
"enable_protections",
|
||||
"dry_run_wallet",
|
||||
"timeframe_detail",
|
||||
"epochs",
|
||||
"spaces",
|
||||
"print_all",
|
||||
"print_colorized",
|
||||
"print_json",
|
||||
"hyperopt_jobs",
|
||||
"hyperopt_random_state",
|
||||
@@ -76,13 +81,12 @@ ARGS_EDGE = ARGS_COMMON_OPTIMIZE + ["stoploss_range"]
|
||||
ARGS_LIST_STRATEGIES = [
|
||||
"strategy_path",
|
||||
"print_one_column",
|
||||
"print_colorized",
|
||||
"recursive_strategy_search",
|
||||
]
|
||||
|
||||
ARGS_LIST_FREQAIMODELS = ["freqaimodel_path", "print_one_column", "print_colorized"]
|
||||
ARGS_LIST_FREQAIMODELS = ["freqaimodel_path", "print_one_column"]
|
||||
|
||||
ARGS_LIST_HYPEROPTS = ["hyperopt_path", "print_one_column", "print_colorized"]
|
||||
ARGS_LIST_HYPEROPTS = ["hyperopt_path", "print_one_column"]
|
||||
|
||||
ARGS_BACKTEST_SHOW = ["exportfilename", "backtest_show_pair_list", "backtest_breakdown"]
|
||||
|
||||
@@ -117,7 +121,7 @@ ARGS_CREATE_USERDIR = ["user_data_dir", "reset"]
|
||||
ARGS_BUILD_CONFIG = ["config"]
|
||||
ARGS_SHOW_CONFIG = ["user_data_dir", "config", "show_sensitive"]
|
||||
|
||||
ARGS_BUILD_STRATEGY = ["user_data_dir", "strategy", "template"]
|
||||
ARGS_BUILD_STRATEGY = ["user_data_dir", "strategy", "strategy_path", "template"]
|
||||
|
||||
ARGS_CONVERT_DATA_TRADES = ["pairs", "format_from_trades", "format_to", "erase", "exchange"]
|
||||
ARGS_CONVERT_DATA = ["pairs", "format_from", "format_to", "erase", "exchange"]
|
||||
@@ -204,7 +208,6 @@ ARGS_HYPEROPT_LIST = [
|
||||
"hyperopt_list_max_total_profit",
|
||||
"hyperopt_list_min_objective",
|
||||
"hyperopt_list_max_objective",
|
||||
"print_colorized",
|
||||
"print_json",
|
||||
"hyperopt_list_no_details",
|
||||
"hyperoptexportfilename",
|
||||
@@ -242,8 +245,7 @@ ARGS_STRATEGY_UPDATER = ["strategy_list", "strategy_path", "recursive_strategy_s
|
||||
ARGS_LOOKAHEAD_ANALYSIS = [
|
||||
a
|
||||
for a in ARGS_BACKTEST
|
||||
if a
|
||||
not in ("position_stacking", "use_max_market_positions", "backtest_cache", "backtest_breakdown")
|
||||
if a not in ("position_stacking", "backtest_cache", "backtest_breakdown")
|
||||
] + ["minimum_trade_amount", "targeted_trade_amount", "lookahead_analysis_exportfilename"]
|
||||
|
||||
ARGS_RECURSIVE_ANALYSIS = ["timeframe", "timerange", "dataformat_ohlcv", "pairs", "startup_candle"]
|
||||
@@ -278,9 +280,9 @@ class Arguments:
|
||||
Arguments Class. Manage the arguments received by the cli
|
||||
"""
|
||||
|
||||
def __init__(self, args: Optional[list[str]]) -> None:
|
||||
def __init__(self, args: list[str] | None) -> None:
|
||||
self.args = args
|
||||
self._parsed_arg: Optional[Namespace] = None
|
||||
self._parsed_arg: Namespace | None = None
|
||||
|
||||
def get_parsed_arg(self) -> dict[str, Any]:
|
||||
"""
|
||||
@@ -322,9 +324,7 @@ class Arguments:
|
||||
|
||||
return parsed_arg
|
||||
|
||||
def _build_args(
|
||||
self, optionlist: list[str], parser: Union[ArgumentParser, _ArgumentGroup]
|
||||
) -> None:
|
||||
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)
|
||||
@@ -347,7 +347,7 @@ class Arguments:
|
||||
self.parser = ArgumentParser(
|
||||
prog="freqtrade", description="Free, open source crypto trading bot"
|
||||
)
|
||||
self._build_args(optionlist=["version"], parser=self.parser)
|
||||
self._build_args(optionlist=["version_main"], parser=self.parser)
|
||||
|
||||
from freqtrade.commands import (
|
||||
start_analysis_entries_exits,
|
||||
|
||||
@@ -4,7 +4,7 @@ Definition of cli arguments used in arguments.py
|
||||
|
||||
from argparse import SUPPRESS, ArgumentTypeError
|
||||
|
||||
from freqtrade import __version__, constants
|
||||
from freqtrade import constants
|
||||
from freqtrade.constants import HYPEROPT_LOSS_BUILTIN
|
||||
from freqtrade.enums import CandleType
|
||||
|
||||
@@ -48,7 +48,6 @@ AVAILABLE_CLI_OPTIONS = {
|
||||
"--verbose",
|
||||
help="Verbose mode (-vv for more, -vvv to get all messages).",
|
||||
action="count",
|
||||
default=0,
|
||||
),
|
||||
"logfile": Arg(
|
||||
"--logfile",
|
||||
@@ -60,8 +59,15 @@ AVAILABLE_CLI_OPTIONS = {
|
||||
"version": Arg(
|
||||
"-V",
|
||||
"--version",
|
||||
action="version",
|
||||
version=f"%(prog)s {__version__}",
|
||||
help="show program's version number and exit",
|
||||
action="store_true",
|
||||
),
|
||||
"version_main": Arg(
|
||||
# Copy of version - used to have -V available with and without subcommand.
|
||||
"-V",
|
||||
"--version",
|
||||
help="show program's version number and exit",
|
||||
action="store_true",
|
||||
),
|
||||
"config": Arg(
|
||||
"-c",
|
||||
@@ -168,14 +174,6 @@ AVAILABLE_CLI_OPTIONS = {
|
||||
action="store_true",
|
||||
default=False,
|
||||
),
|
||||
"use_max_market_positions": Arg(
|
||||
"--dmmp",
|
||||
"--disable-max-market-positions",
|
||||
help="Disable applying `max_open_trades` during backtest "
|
||||
"(same as setting `max_open_trades` to a very high number).",
|
||||
action="store_false",
|
||||
default=True,
|
||||
),
|
||||
"backtest_show_pair_list": Arg(
|
||||
"--show-pair-list",
|
||||
help="Show backtesting pairlist sorted by profit.",
|
||||
@@ -343,7 +341,7 @@ AVAILABLE_CLI_OPTIONS = {
|
||||
help="Specify 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: "
|
||||
f'{", ".join(HYPEROPT_LOSS_BUILTIN)}',
|
||||
f"{', '.join(HYPEROPT_LOSS_BUILTIN)}",
|
||||
metavar="NAME",
|
||||
),
|
||||
"hyperoptexportfilename": Arg(
|
||||
@@ -672,8 +670,7 @@ AVAILABLE_CLI_OPTIONS = {
|
||||
"--ignore-missing-spaces",
|
||||
"--ignore-unparameterized-spaces",
|
||||
help=(
|
||||
"Suppress errors for any requested Hyperopt spaces "
|
||||
"that do not contain any parameters."
|
||||
"Suppress errors for any requested Hyperopt spaces that do not contain any parameters."
|
||||
),
|
||||
action="store_true",
|
||||
),
|
||||
|
||||
@@ -15,8 +15,7 @@ logger = logging.getLogger(__name__)
|
||||
def _check_data_config_download_sanity(config: Config) -> None:
|
||||
if "days" in config and "timerange" in config:
|
||||
raise ConfigurationError(
|
||||
"--days and --timerange are mutually exclusive. "
|
||||
"You can only specify one or the other."
|
||||
"--days and --timerange are mutually exclusive. You can only specify one or the other."
|
||||
)
|
||||
|
||||
if "pairs" not in config:
|
||||
|
||||
@@ -86,7 +86,14 @@ def start_new_strategy(args: dict[str, Any]) -> None:
|
||||
config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
|
||||
|
||||
if "strategy" in args and args["strategy"]:
|
||||
new_path = config["user_data_dir"] / USERPATH_STRATEGIES / (args["strategy"] + ".py")
|
||||
if "strategy_path" in args and args["strategy_path"]:
|
||||
strategy_dir = Path(args["strategy_path"])
|
||||
else:
|
||||
strategy_dir = config["user_data_dir"] / USERPATH_STRATEGIES
|
||||
if not strategy_dir.is_dir():
|
||||
logger.info(f"Creating strategy directory {strategy_dir}")
|
||||
strategy_dir.mkdir(parents=True)
|
||||
new_path = strategy_dir / (args["strategy"] + ".py")
|
||||
|
||||
if new_path.exists():
|
||||
raise OperationalException(
|
||||
|
||||
@@ -1,6 +1,5 @@
|
||||
import logging
|
||||
from pathlib import Path
|
||||
from typing import Optional
|
||||
|
||||
import requests
|
||||
|
||||
@@ -24,7 +23,7 @@ def clean_ui_subdir(directory: Path):
|
||||
p.rmdir()
|
||||
|
||||
|
||||
def read_ui_version(dest_folder: Path) -> Optional[str]:
|
||||
def read_ui_version(dest_folder: Path) -> str | None:
|
||||
file = dest_folder / ".uiversion"
|
||||
if not file.is_file():
|
||||
return None
|
||||
@@ -52,7 +51,7 @@ def download_and_install_ui(dest_folder: Path, dl_url: str, version: str):
|
||||
f.write(version)
|
||||
|
||||
|
||||
def get_ui_download_url(version: Optional[str] = None) -> tuple[str, str]:
|
||||
def get_ui_download_url(version: str | None = None) -> tuple[str, str]:
|
||||
base_url = "https://api.github.com/repos/freqtrade/frequi/"
|
||||
# Get base UI Repo path
|
||||
|
||||
|
||||
@@ -15,7 +15,7 @@ def start_hyperopt_list(args: dict[str, Any]) -> None:
|
||||
"""
|
||||
from freqtrade.configuration import setup_utils_configuration
|
||||
from freqtrade.data.btanalysis import get_latest_hyperopt_file
|
||||
from freqtrade.optimize.hyperopt_output import HyperoptOutput
|
||||
from freqtrade.optimize.hyperopt.hyperopt_output import HyperoptOutput
|
||||
from freqtrade.optimize.hyperopt_tools import HyperoptTools
|
||||
|
||||
config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
import csv
|
||||
import logging
|
||||
import sys
|
||||
from typing import Any, Union
|
||||
from typing import Any
|
||||
|
||||
from freqtrade.enums import RunMode
|
||||
from freqtrade.exceptions import ConfigurationError, OperationalException
|
||||
@@ -87,7 +87,7 @@ def _print_objs_tabular(objs: list, print_colorized: bool) -> None:
|
||||
from rich.text import Text
|
||||
|
||||
names = [s["name"] for s in objs]
|
||||
objs_to_print: list[dict[str, Union[Text, str]]] = [
|
||||
objs_to_print: list[dict[str, Text | str]] = [
|
||||
{
|
||||
"name": Text(s["name"] if s["name"] else "--"),
|
||||
"location": s["location_rel"],
|
||||
|
||||
@@ -17,7 +17,7 @@ def setup_optimize_configuration(args: dict[str, Any], method: RunMode) -> dict[
|
||||
:return: Configuration
|
||||
"""
|
||||
from freqtrade.configuration import setup_utils_configuration
|
||||
from freqtrade.util import fmt_coin
|
||||
from freqtrade.util import fmt_coin, get_dry_run_wallet
|
||||
|
||||
config = setup_utils_configuration(args, method)
|
||||
|
||||
@@ -26,7 +26,7 @@ def setup_optimize_configuration(args: dict[str, Any], method: RunMode) -> dict[
|
||||
RunMode.HYPEROPT: "hyperoptimization",
|
||||
}
|
||||
if method in no_unlimited_runmodes.keys():
|
||||
wallet_size = config["dry_run_wallet"] * config["tradable_balance_ratio"]
|
||||
wallet_size = get_dry_run_wallet(config) * config["tradable_balance_ratio"]
|
||||
# tradable_balance_ratio
|
||||
if (
|
||||
config["stake_amount"] != constants.UNLIMITED_STAKE_AMOUNT
|
||||
|
||||
@@ -40,6 +40,10 @@ CONF_SCHEMA = {
|
||||
),
|
||||
"type": "string",
|
||||
},
|
||||
"proxy_coin": {
|
||||
"description": "Proxy coin - must be used for specific futures modes (e.g. BNFCR)",
|
||||
"type": "string",
|
||||
},
|
||||
"stake_currency": {
|
||||
"description": "Currency used for staking.",
|
||||
"type": "string",
|
||||
@@ -85,8 +89,10 @@ CONF_SCHEMA = {
|
||||
},
|
||||
"dry_run_wallet": {
|
||||
"description": "Initial wallet balance for dry run mode.",
|
||||
"type": "number",
|
||||
"type": ["number", "object"],
|
||||
"default": DRY_RUN_WALLET,
|
||||
"patternProperties": {r"^[a-zA-Z0-9]+$": {"type": "number"}},
|
||||
"additionalProperties": False,
|
||||
},
|
||||
"cancel_open_orders_on_exit": {
|
||||
"description": "Cancel open orders when exiting.",
|
||||
@@ -458,7 +464,11 @@ CONF_SCHEMA = {
|
||||
},
|
||||
"token": {"description": "Telegram bot token.", "type": "string"},
|
||||
"chat_id": {
|
||||
"description": "Telegram chat ID",
|
||||
"description": "Telegram chat or group ID",
|
||||
"type": "string",
|
||||
},
|
||||
"topic_id": {
|
||||
"description": "Telegram topic ID - only applicable for group chats",
|
||||
"type": "string",
|
||||
},
|
||||
"allow_custom_messages": {
|
||||
@@ -517,8 +527,11 @@ CONF_SCHEMA = {
|
||||
},
|
||||
"exit_fill": {
|
||||
"description": "Telegram setting for exit fill signals.",
|
||||
"type": "string",
|
||||
"enum": TELEGRAM_SETTING_OPTIONS,
|
||||
"type": ["string", "object"],
|
||||
"additionalProperties": {
|
||||
"type": "string",
|
||||
"enum": TELEGRAM_SETTING_OPTIONS,
|
||||
},
|
||||
"default": "on",
|
||||
},
|
||||
"exit_cancel": {
|
||||
@@ -640,7 +653,7 @@ CONF_SCHEMA = {
|
||||
"type": "array",
|
||||
"items": {"type": "string"},
|
||||
},
|
||||
"x": {
|
||||
"verbosity": {
|
||||
"description": "Logging verbosity level.",
|
||||
"type": "string",
|
||||
"enum": ["error", "info"],
|
||||
|
||||
@@ -5,9 +5,10 @@ This module contains the configuration class
|
||||
import ast
|
||||
import logging
|
||||
import warnings
|
||||
from collections.abc import Callable
|
||||
from copy import deepcopy
|
||||
from pathlib import Path
|
||||
from typing import Any, Callable, Optional
|
||||
from typing import Any
|
||||
|
||||
from freqtrade import constants
|
||||
from freqtrade.configuration.deprecated_settings import process_temporary_deprecated_settings
|
||||
@@ -25,7 +26,7 @@ from freqtrade.enums import (
|
||||
)
|
||||
from freqtrade.exceptions import OperationalException
|
||||
from freqtrade.loggers import setup_logging
|
||||
from freqtrade.misc import deep_merge_dicts, parse_db_uri_for_logging
|
||||
from freqtrade.misc import deep_merge_dicts, parse_db_uri_for_logging, safe_value_fallback
|
||||
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
@@ -37,9 +38,9 @@ class Configuration:
|
||||
Reuse this class for the bot, backtesting, hyperopt and every script that required configuration
|
||||
"""
|
||||
|
||||
def __init__(self, args: dict[str, Any], runmode: Optional[RunMode] = None) -> None:
|
||||
def __init__(self, args: dict[str, Any], runmode: RunMode | None = None) -> None:
|
||||
self.args = args
|
||||
self.config: Optional[Config] = None
|
||||
self.config: Config | None = None
|
||||
self.runmode = runmode
|
||||
|
||||
def get_config(self) -> Config:
|
||||
@@ -129,11 +130,20 @@ class Configuration:
|
||||
the -v/--verbose, --logfile options
|
||||
"""
|
||||
# Log level
|
||||
config.update({"verbosity": self.args.get("verbosity", 0)})
|
||||
if "verbosity" not in config or self.args.get("verbosity") is not None:
|
||||
config.update(
|
||||
{"verbosity": safe_value_fallback(self.args, "verbosity", default_value=0)}
|
||||
)
|
||||
|
||||
if "logfile" in self.args and self.args["logfile"]:
|
||||
config.update({"logfile": self.args["logfile"]})
|
||||
|
||||
if "print_colorized" in self.args and not self.args["print_colorized"]:
|
||||
logger.info("Parameter --no-color detected ...")
|
||||
config.update({"print_colorized": False})
|
||||
else:
|
||||
config.update({"print_colorized": True})
|
||||
|
||||
setup_logging(config)
|
||||
|
||||
def _process_trading_options(self, config: Config) -> None:
|
||||
@@ -241,11 +251,7 @@ class Configuration:
|
||||
logstring="Parameter --enable-protections detected, enabling Protections. ...",
|
||||
)
|
||||
|
||||
if "use_max_market_positions" in self.args and not self.args["use_max_market_positions"]:
|
||||
config.update({"use_max_market_positions": False})
|
||||
logger.info("Parameter --disable-max-market-positions detected ...")
|
||||
logger.info("max_open_trades set to unlimited ...")
|
||||
elif "max_open_trades" in self.args and self.args["max_open_trades"]:
|
||||
if "max_open_trades" in self.args and self.args["max_open_trades"]:
|
||||
config.update({"max_open_trades": self.args["max_open_trades"]})
|
||||
logger.info(
|
||||
"Parameter --max-open-trades detected, overriding max_open_trades to: %s ...",
|
||||
@@ -329,12 +335,6 @@ class Configuration:
|
||||
]
|
||||
self._args_to_config_loop(config, configurations)
|
||||
|
||||
if "print_colorized" in self.args and not self.args["print_colorized"]:
|
||||
logger.info("Parameter --no-color detected ...")
|
||||
config.update({"print_colorized": False})
|
||||
else:
|
||||
config.update({"print_colorized": True})
|
||||
|
||||
configurations = [
|
||||
("print_json", "Parameter --print-json detected ..."),
|
||||
("export_csv", "Parameter --export-csv detected: {}"),
|
||||
@@ -455,8 +455,8 @@ class Configuration:
|
||||
config: Config,
|
||||
argname: str,
|
||||
logstring: str,
|
||||
logfun: Optional[Callable] = None,
|
||||
deprecated_msg: Optional[str] = None,
|
||||
logfun: Callable | None = None,
|
||||
deprecated_msg: str | None = None,
|
||||
) -> None:
|
||||
"""
|
||||
:param config: Configuration dictionary
|
||||
|
||||
@@ -3,7 +3,6 @@ Functions to handle deprecated settings
|
||||
"""
|
||||
|
||||
import logging
|
||||
from typing import Optional
|
||||
|
||||
from freqtrade.constants import Config
|
||||
from freqtrade.exceptions import ConfigurationError, OperationalException
|
||||
@@ -14,9 +13,9 @@ logger = logging.getLogger(__name__)
|
||||
|
||||
def check_conflicting_settings(
|
||||
config: Config,
|
||||
section_old: Optional[str],
|
||||
section_old: str | None,
|
||||
name_old: str,
|
||||
section_new: Optional[str],
|
||||
section_new: str | None,
|
||||
name_new: str,
|
||||
) -> None:
|
||||
section_new_config = config.get(section_new, {}) if section_new else config
|
||||
@@ -34,7 +33,7 @@ def check_conflicting_settings(
|
||||
|
||||
|
||||
def process_removed_setting(
|
||||
config: Config, section1: str, name1: str, section2: Optional[str], name2: str
|
||||
config: Config, section1: str, name1: str, section2: str | None, name2: str
|
||||
) -> None:
|
||||
"""
|
||||
:param section1: Removed section
|
||||
@@ -54,9 +53,9 @@ def process_removed_setting(
|
||||
|
||||
def process_deprecated_setting(
|
||||
config: Config,
|
||||
section_old: Optional[str],
|
||||
section_old: str | None,
|
||||
name_old: str,
|
||||
section_new: Optional[str],
|
||||
section_new: str | None,
|
||||
name_new: str,
|
||||
) -> None:
|
||||
check_conflicting_settings(config, section_old, name_old, section_new, name_new)
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user