(feat) adapt the code to use conda

Dockerfile

@@ -1,42 +1,70 @@
-# using ubuntu LTS version
-FROM ubuntu:20.04 AS builder-image
+# Set the base image
+FROM continuumio/miniconda3:latest AS builder
 
-# avoid stuck build due to user prompt
-ARG DEBIAN_FRONTEND=noninteractive
+# Install system dependencies
+RUN apt-get update && \
+    apt-get install -y sudo libusb-1.0 python3-dev && \
+    rm -rf /var/lib/apt/lists/*
 
-RUN apt-get update && apt-get install --no-install-recommends -y python3.9 python3.9-dev python3.9-venv python3-pip python3-wheel build-essential && \
-	apt-get clean && rm -rf /var/lib/apt/lists/*
+WORKDIR /home/streamlit-apps
 
-# create and activate virtual environment
-# using final folder name to avoid path issues with packages
-RUN python3.9 -m venv /home/myuser/venv
-ENV PATH="/home/myuser/venv/bin:$PATH"
+# Create conda environment
+COPY environment.yml /tmp/environment.yml
+RUN conda env create -f /tmp/environment.yml && \
+    conda clean -afy && \
+    rm /tmp/environment.yml
 
-# install requirements
-COPY requirements.txt .
-RUN pip3 install --no-cache-dir wheel
-RUN pip3 install --no-cache-dir -r requirements.txt
-
-FROM ubuntu:20.04 AS runner-image
-RUN apt-get update && apt-get install --no-install-recommends -y python3.9 python3-venv && \
-	apt-get clean && rm -rf /var/lib/apt/lists/*
-
-RUN useradd --create-home myuser
-COPY --from=builder-image /home/myuser/venv /home/myuser/venv
-
-USER myuser
-RUN mkdir /home/myuser/code
-WORKDIR /home/myuser/code
-COPY . .
+# Copy remaining files
+COPY main.py .
+COPY pages/ pages/
+COPY utils/ utils/
+COPY CONFIG.py .
+COPY .streamlit/ .streamlit/
 
 
-# make sure all messages always reach console
-ENV PYTHONUNBUFFERED=1
+SHELL [ "/bin/bash", "-lc" ]
+RUN echo "conda activate streamlit-apps" >> ~/.bashrc
 
-# activate virtual environment
-ENV VIRTUAL_ENV=/home/myuser/venv
-ENV PATH="/home/myuser/venv/bin:$PATH"
+# Build final image using artifacts from builder
+FROM continuumio/miniconda3:latest AS release
 
-# /dev/shm is mapped to shared memory and should be used for gunicorn heartbeat
-# this will improve performance and avoid random freezes
-CMD ["streamlit","run","main.py"]
+# Dockerfile author / maintainer
+LABEL maintainer="Fede Cardoso @dardonacci <federico@hummingbot.org>"
+
+# Build arguments
+ARG BRANCH=""
+ARG COMMIT=""
+ARG BUILD_DATE=""
+LABEL branch=${BRANCH}
+LABEL commit=${COMMIT}
+LABEL date=${BUILD_DATE}
+
+# Set ENV variables
+ENV COMMIT_SHA=${COMMIT}
+ENV COMMIT_BRANCH=${BRANCH}
+ENV BUILD_DATE=${DATE}
+
+ENV INSTALLATION_TYPE=docker
+
+# Install system dependencies
+RUN apt-get update && \
+    apt-get install -y && \
+    rm -rf /var/lib/apt/lists/*
+
+# Create mount points
+RUN mkdir -p /home/streamlit-apps/data
+
+WORKDIR /home/streamlit-apps
+
+# Copy all build artifacts from builder image
+COPY --from=builder /opt/conda/ /opt/conda/
+COPY --from=builder /home/ /home/
+
+EXPOSE 8501
+
+# Setting bash as default shell because we have .bashrc with customized PATH (setting SHELL affects RUN, CMD and ENTRYPOINT, but not manual commands e.g. `docker run image COMMAND`!)
+SHELL [ "/bin/bash", "-lc" ]
+
+# Set the default command to run when starting the container
+
+CMD conda activate streamlit-apps && streamlit run main.py

Dockerfile.conda

@@ -1,12 +0,0 @@
-FROM continuumio/miniconda3
-
-COPY environment.yml /
-
-RUN conda env create -f /environment.yml && \
-    conda clean -afy
-
-ENV PATH /opt/conda/envs/myenv/bin:$PATH
-
-COPY . .
-
-CMD ["streamlit", "run", "main.py"]

config.toml

@@ -1,6 +0,0 @@
-[theme]
-base="dark"
-font="monospace"
-[server]
-port=8501
-maxUploadSize = 2000

pages/7_🚀_Strategy_Performance.py

@@ -104,8 +104,8 @@ with row:
 
 col41, col42, col43 = st.columns(3)
 
-exchange_name = strategy_data.orders["market"].unique().item().split("_")[0]
-trading_pair = strategy_data.orders["symbol"].unique().item().replace("-", "")
+exchange_name = "binance"
+trading_pair = strategy_data.symbol.replace("-", "")
 
 c1, c2 = st.columns([1, 5])
 with c1:

requirements.txt

@@ -1,120 +0,0 @@
-aiodns==3.0.0
-aiohttp==3.8.1
-aiosignal==1.2.0
-altair==4.2.0
-appnope==0.1.3
-argon2-cffi==21.3.0
-argon2-cffi-bindings==21.2.0
-asttokens==2.0.5
-async-timeout==4.0.2
-attrs==21.4.0
-backcall==0.2.0
-beautifulsoup4==4.11.1
-bleach==5.0.1
-blinker==1.4
-boltons==21.0.0
-cachetools==5.2.0
-ccxt==3.0.40
-certifi==2022.6.15
-cffi==1.15.1
-charset-normalizer==2.1.0
-click==8.1.3
-commonmark==0.9.1
-cryptography==37.0.4
-debugpy==1.6.2
-decorator==5.1.1
-DeFiLlama==1.1.0
-defusedxml==0.7.1
-Deprecated==1.2.13
-entrypoints==0.4
-executing==0.8.3
-face==20.1.1
-fastjsonschema==2.15.3
-frozenlist==1.3.0
-gitdb==4.0.9
-GitPython==3.1.27
-glom==22.1.0
-idna==3.3
-importlib-metadata==4.12.0
-ipykernel==6.15.1
-ipython==8.4.0
-ipython-genutils==0.2.0
-ipywidgets==7.7.1
-jedi==0.18.1
-Jinja2==3.1.2
-jsonschema==4.7.2
-jupyter-client==7.3.4
-jupyter-core==4.11.1
-jupyterlab-pygments==0.2.2
-jupyterlab-widgets==1.1.1
-MarkupSafe==2.1.1
-matplotlib-inline==0.1.3
-mistune==0.8.4
-multidict==6.0.2
-nbclient==0.6.6
-nbconvert==6.5.0
-nbformat==5.4.0
-nest-asyncio==1.5.5
-notebook==6.4.12
-numpy==1.23.1
-packaging==21.3
-pandas==1.4.3
-pandocfilters==1.5.0
-parso==0.8.3
-patsy==0.5.2
-pexpect==4.8.0
-pickleshare==0.7.5
-Pillow==9.2.0
-plotly==5.9.0
-prometheus-client==0.14.1
-prompt-toolkit==3.0.30
-protobuf==3.20.1
-psutil==5.9.1
-ptyprocess==0.7.0
-pure-eval==0.2.2
-pyarrow==8.0.0
-pycares==4.2.1
-pycoingecko==2.2.0
-pycparser==2.21
-pydeck==0.7.1
-PyGithub==1.57
-Pygments==2.12.0
-PyJWT==2.6.0
-Pympler==1.0.1
-PyNaCl==1.5.0
-pyparsing==3.0.9
-pyrsistent==0.18.1
-python-dateutil==2.8.2
-pytz==2022.1
-pytz-deprecation-shim==0.1.0.post0
-pyzmq==23.2.0
-requests==2.28.1
-rich==12.5.1
-scipy==1.8.1
-semver==2.13.0
-Send2Trash==1.8.0
-six==1.16.0
-smmap==5.0.0
-soupsieve==2.3.2.post1
-stack-data==0.3.0
-statsmodels==0.13.2
-streamlit==1.10.0
-tenacity==8.0.1
-terminado==0.15.0
-tinycss2==1.1.1
-toml==0.10.2
-toolz==0.12.0
-tornado==6.2
-traitlets==5.3.0
-typing_extensions==4.3.0
-tzdata==2022.1
-tzlocal==4.2
-urllib3==1.26.10
-validators==0.20.0
-watchdog==2.1.9
-wcwidth==0.2.5
-webencodings==0.5.1
-widgetsnbextension==3.6.1
-wrapt==1.14.1
-yarl==1.7.2
-zipp==3.8.1

utils/data_manipulation.py

@@ -14,7 +14,7 @@ class StrategyData:
         self.trade_fill["net_amount"] = self.trade_fill['amount'] * self.trade_fill['trade_type'].apply(lambda x: 1 if x == 'BUY' else -1)
         self.trade_fill["net_amount_quote"] = self.trade_fill['net_amount'] * self.trade_fill['price']
         self.trade_fill["cum_net_amount"] = self.trade_fill["net_amount"].cumsum()
-        self.trade_fill["unrealized_trade_pnl"] = - self.trade_fill["net_amount_quote"].cumsum()
+        self.trade_fill["unrealized_trade_pnl"] = -1 * self.trade_fill["net_amount_quote"].cumsum()
         self.trade_fill["inventory_cost"] = self.trade_fill["cum_net_amount"] * self.trade_fill["price"]
         self.trade_fill["realized_trade_pnl"] = self.trade_fill["unrealized_trade_pnl"] + self.trade_fill["inventory_cost"]
 
@@ -39,11 +39,11 @@ class StrategyData:
 
     @property
     def start_time(self):
-        return self.orders["creation_timestamp"].min()
+        return self.trade_fill["timestamp"].min()
 
     @property
     def end_time(self):
-        return self.orders["last_update_timestamp"].max()
+        return self.trade_fill["timestamp"].max()
 
     @property
     def duration_minutes(self):