Update Dockerfile

Dockerfile

@@ -6,14 +6,11 @@ USER root
 # Copy requirements and environment files to the container
 COPY requirements.txt environment.yml /tmp/
 
-# Update conda environment, install pip packages, and adjust permissions
-RUN conda env update -q -f /tmp/environment.yml && \
-    /opt/conda/bin/pip install --no-cache-dir -r /tmp/requirements.txt && \
-    conda clean -y --all && \
-    jupyter lab build && \
-    python -m nltk.downloader stopwords && \
-    python -m nltk.downloader wordnet && \
-    python -m spacy download en_core_web_sm
+# Update conda environment
+RUN conda env update -q -f /tmp/environment.yml
+
+# Install pip packages and avoid caching
+RUN /opt/conda/bin/pip install --no-cache-dir -r /tmp/requirements.txt
 
 # Fix permissions for the pip cache directory to avoid permission warnings
 RUN chown -R jovyan:users /home/jovyan/.cache
@@ -21,6 +18,17 @@ RUN chown -R jovyan:users /home/jovyan/.cache
 # Ensure numpy and scikit-learn are compatible
 RUN /opt/conda/bin/pip install --no-cache-dir numpy==1.22.0 scikit-learn==1.2.2
 
+# Clean up conda cache
+RUN conda clean -y --all
+
+# Build Jupyter Lab
+RUN jupyter lab build
+
+# Install NLTK and SpaCy data
+RUN python -m nltk.downloader stopwords
+RUN python -m nltk.downloader wordnet
+RUN python -m spacy download en_core_web_sm
+
 # Copy and install custom packages
 COPY dash_proxy /tmp/dash_proxy/
 RUN pip install --no-cache-dir /tmp/dash_proxy/