Upload 3 files

app.py

@@ -103,15 +103,17 @@ abbreviations = {
 }
 
 
-def ensure_model_installed(model_name="en_core_web_sm"):
-    if not os.path.exists(spacy.util.get_model_path(model_name)):
-        print(f"Model {model_name} not found. Downloading...")
-        spacy.cli.download(model_name)
-    else:
-        print(f"Model {model_name} is already installed.")
 
+def ensure_model_installed():
+    try:
+        spacy.load('en_core_web_sm')
+    except OSError:
+        from spacy.cli import download
+        download('en_core_web_sm')
+        spacy.load('en_core_web_sm')
 # Ensure the model is installed
 ensure_model_installed()
+
 nlp = spacy.load("en_core_web_sm")
 
 def expand_abbreviations(text, abbreviations):

dockerfile

@@ -1,36 +1,21 @@
-# Use a base image with Python 3.10
-FROM python:3.10-slim
+# Use a base image with Python installed
+FROM python:3.9-slim
 
-# Set the working directory
-WORKDIR /home/user/app
+# Set working directory
+WORKDIR /app
 
-# Install system dependencies
-RUN apt-get update && apt-get install -y \
-    git \
-    git-lfs \
-    ffmpeg \
-    libsm6 \
-    libxext6 \
-    cmake \
-    rsync \
-    libgl1-mesa-glx \
-    && rm -rf /var/lib/apt/lists/* \
-    && git lfs install
-
-# Copy the requirements file
-COPY requirements.txt /tmp/requirements.txt
+# Copy requirements file to the container
+COPY requirements.txt .
 
 # Install Python dependencies
-RUN pip install --no-cache-dir -r /tmp/requirements.txt
-
-# Install the SpaCy model
-RUN python -m spacy download en_core_web_sm
+RUN pip install --no-cache-dir -r requirements.txt
 
-# Copy the rest of the application code
-COPY . /home/user/app
+# Install SpaCy and the en_core_web_sm model
+RUN pip install --no-cache-dir spacy && \
+    python -m spacy download en_core_web_sm
 
-# Expose the port Streamlit is running on
-EXPOSE 8501
+# Copy the rest of your Streamlit application code to the container
+COPY . .
 
-# Run the Streamlit application
+# Set the entry point for the application
 CMD ["streamlit", "run", "app.py"]

requirements.txt

@@ -7,3 +7,4 @@ tensorflow
 # https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.5.0/en_core_web_sm-3.5.0.tar.gz
 spacy
 https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.5.0/en_core_web_sm-3.5.0-py3-none-any.whl
+pandas