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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
*$py.class | ||
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# C extensions | ||
*.so | ||
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# Distribution / packaging | ||
.Python | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
.eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
share/python-wheels/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg | ||
MANIFEST | ||
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# PyInstaller | ||
# Usually these files are written by a python script from a template | ||
# before PyInstaller builds the exe, so as to inject date/other infos into it. | ||
*.manifest | ||
*.spec | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.nox/ | ||
.coverage | ||
.coverage.* | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
*.cover | ||
*.py,cover | ||
.hypothesis/ | ||
.pytest_cache/ | ||
cover/ | ||
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# Translations | ||
*.mo | ||
*.pot | ||
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# Django stuff: | ||
*.log | ||
local_settings.py | ||
db.sqlite3 | ||
db.sqlite3-journal | ||
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# Flask stuff: | ||
instance/ | ||
.webassets-cache | ||
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# Scrapy stuff: | ||
.scrapy | ||
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# Sphinx documentation | ||
docs/_build/ | ||
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# PyBuilder | ||
.pybuilder/ | ||
target/ | ||
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# Jupyter Notebook | ||
.ipynb_checkpoints | ||
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# IPython | ||
profile_default/ | ||
ipython_config.py | ||
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# pyenv | ||
# For a library or package, you might want to ignore these files since the code is | ||
# intended to run in multiple environments; otherwise, check them in: | ||
# .python-version | ||
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# pipenv | ||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. | ||
# However, in case of collaboration, if having platform-specific dependencies or dependencies | ||
# having no cross-platform support, pipenv may install dependencies that don't work, or not | ||
# install all needed dependencies. | ||
#Pipfile.lock | ||
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# poetry | ||
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. | ||
# This is especially recommended for binary packages to ensure reproducibility, and is more | ||
# commonly ignored for libraries. | ||
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control | ||
#poetry.lock | ||
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# pdm | ||
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. | ||
#pdm.lock | ||
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it | ||
# in version control. | ||
# https://pdm.fming.dev/#use-with-ide | ||
.pdm.toml | ||
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm | ||
__pypackages__/ | ||
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# Celery stuff | ||
celerybeat-schedule | ||
celerybeat.pid | ||
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# SageMath parsed files | ||
*.sage.py | ||
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# Environments | ||
.env | ||
.venv | ||
env/ | ||
venv/ | ||
ENV/ | ||
env.bak/ | ||
venv.bak/ | ||
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# Spyder project settings | ||
.spyderproject | ||
.spyproject | ||
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# Rope project settings | ||
.ropeproject | ||
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# mkdocs documentation | ||
/site | ||
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# mypy | ||
.mypy_cache/ | ||
.dmypy.json | ||
dmypy.json | ||
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# Pyre type checker | ||
.pyre/ | ||
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# pytype static type analyzer | ||
.pytype/ | ||
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# Cython debug symbols | ||
cython_debug/ | ||
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# PyCharm | ||
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can | ||
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore | ||
# and can be added to the global gitignore or merged into this file. For a more nuclear | ||
# option (not recommended) you can uncomment the following to ignore the entire idea folder. | ||
#.idea/ |
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# Orderbook Delta Visualizer | ||
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A GUI visualizer written in Python using Dash and Plotly. | ||
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## Installation | ||
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### Install poetry (if you haven't already) | ||
Follow the installation instructions on the [poetry website](https://python-poetry.org/docs/). | ||
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### Install all dependencies | ||
```shell | ||
poetry install | ||
``` | ||
### Run the visualizer | ||
```shell | ||
poetry run python orderbook_delta_visualizer.py | ||
``` | ||
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This will start a dash server, which you can open in your browser. | ||
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## Usage | ||
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### To modify strategy | ||
- The abstract base class `strategy.py/BaseStrategy` defines all strategies | ||
- Create a new class inheriting from `BaseStrategy` abstract base class | ||
- Create all required functions as defined in the base class | ||
- Update the `strategy` attribute of `parameters.py/Parameters` dataclass to point to the new strategy | ||
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### To modify parameters | ||
- All parameters are stored in `parameters.py/Parameters` | ||
- All parameters can be updated live, the server will restart automatically |
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import datetime | ||
import os | ||
from dataclasses import dataclass | ||
from typing import Union | ||
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from strategy import BaseStrategy, BollingerBandStrategy | ||
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@dataclass(frozen=True) | ||
class Parameters: | ||
""" Parameters to use when running visualizer """ | ||
# Name of spot market to track on FTX e.g. BTC/USD, ETH/USD | ||
spot_market: str = "BTC/USD" | ||
# Name of futures market to track on FTX e.g. BTC-PERP, ETH-PERP | ||
perp_future: str = "BTC-PERP" | ||
# Class of strategy to use | ||
strategy: BaseStrategy = BollingerBandStrategy(bband_length=20, bband_std=3) | ||
# Maximum number of data points visible on the screens | ||
max_visible_length: int = 1000 | ||
# Template for graph theme e.g. plotly_dark, plotly, seaborn | ||
template: str = "plotly_dark" | ||
# Size of window in pixels | ||
window_size: (int, int) = (1400, 850) | ||
# Log live data to a csv file, use False to disable | ||
logfile: Union[str, bool] = os.path.join( | ||
"data", | ||
f"{datetime.datetime.utcnow().strftime('%Y-%m-%d_%H-%M-%S')}_orderbook_delta_logger_" | ||
f"{'_'.join(spot_market.split('/'))}_{'_'.join(perp_future.split('-'))}.csv" | ||
) |
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[tool.poetry] | ||
name = "orderbook-delta-visualizer" | ||
version = "0.1.0" | ||
description = "A GUI visualizer for orderbook-delta-bot" | ||
description = "A GUI visualizer in Python for orderbook-delta-bot" | ||
authors = ["dineshpinto <[email protected]>"] | ||
license = "Apache-v2" | ||
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