update docker base image and project dependencies

Dockerfile

@@ -1,38 +1,16 @@
-FROM rust:slim-buster
-
-ENV USER=root
-ENV PYTHON_VERSION=3.11.3
+FROM ghcr.io/nautechsystems/nautilus_trader:latest
 
 # Install system dependencies 
 RUN apt-get update && \
     apt-get install -y \
     sudo \
     build-essential \ 
     clang \
-    zlib1g-dev \
-    libncurses5-dev \
-    libgdbm-dev \
-    libnss3-dev \
-    libssl-dev \
-    libreadline-dev \ 
-    libffi-dev \
-    libsqlite3-dev \
     wget \
     curl \
     libbz2-dev \
     && rm -rf /var/lib/apt/lists/*
 
-WORKDIR /tmp
-RUN wget https://www.python.org/ftp/python/$PYTHON_VERSION/Python-$PYTHON_VERSION.tgz \
-    && tar -xzf Python-$PYTHON_VERSION.tgz \
-    && cd Python-$PYTHON_VERSION \
-    && ./configure --enable-optimizations \ 
-    && make -j $(nproc) \
-    && make altinstall
-
-# ENV PATH="/usr/local/bin:$PATH"
-RUN ln -s /usr/local/bin/python3.11 /usr/local/bin/python
-
 # Set the working directory
 WORKDIR /app
 
@@ -42,6 +20,7 @@ COPY . .
 # Install application system dependencies (e.g., TA-Lib)
 RUN bash scripts/install-talib.sh
 # RUN bash scripts/install-pygame.sh
+RUN curl -sSL https://install.python-poetry.org | python - 
 
 # Install package
 RUN python -m pip install -e .

Makefile

@@ -4,8 +4,8 @@ build:
 	docker build -f Dockerfile -t trade_flow .
 
 run: 
-	docker run -it trade_flow trade_flow-platform
+	docker run -it trade_flow trade_flow-environment
 
 shell: 
-	docker exec -it trade_flow sh
+	docker exec -it trade_flow-environment sh
 

README.md

@@ -12,9 +12,9 @@ TradeFlow is an intelligent trading bot designed to streamline your trading expe
 
 1. **Prerequisites:**
 
-- Python (<= 3.11.9)
+- Python (>=3.10)
 - ta-lib, nautilus_trader
-- pandas, tensorflow, ray
+- pandas, pytorch, ray
 - flask, metatrader-sockets-client
 
 1. **Clone the Repository:**

pyproject.toml

@@ -3,7 +3,7 @@ name = "trade_flow"
 version = "0.0.1"
 description = "TradeFlow is an intelligent trading bot that leverages automation and analysis to navigate markets for you"
 readme = "README.md"
-requires-python = "<=3.11.9"
+requires-python = ">=3.10"
 keywords = ["algo", "trading", "trade_flow", "deep learning", "machine learning", "ai"]
 classifiers = [
     "Programming Language :: Python :: 3",

requirements.txt

@@ -10,7 +10,7 @@ ta-lib  # Python wrapper for TA-lib (native) library
 pandas_ta
 
 # Algorithms
-scikit-learn==1.5
+scikit-learn # ==1.5
 lightgbm>=4
 # tensorflow==2.14.1 # tensorflow>=2.16.*
 # gymnasium # gymnasium[all] | gymnasium==0.26.1
@@ -19,7 +19,7 @@ lightgbm>=4
 # keras
 # keras-tcn
 # gym-anytrading
-stable-baselines3[extra]
+stable-baselines3 # stable-baselines3[extra]
 ray[all]    # ==2.5.1
 seaborn  # if diagrams are turned on