huggingface deployment

.dockerignore

@@ -0,0 +1,10 @@
+.git
+.venv
+venv
+__pycache__
+*.ipynb
+.ipynb_checkpoints
+.DS_Store
+per_sample_results.csv
+aggregate_comparison.csv
+*.png

.gitignore

@@ -23,5 +23,6 @@ per_sample_results.csv
 output.png
 rouge_comparison.png
 
-# App cache (rebuilt on first run)
-cache/
+# App cache (other files rebuilt locally; IDF pickle is shipped for HF Spaces)
+cache/*
+!cache/idf_weights_train_val.pkl

Dockerfile

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+FROM python:3.10-slim
+
+WORKDIR /code
+
+# System deps (optional but helps with some wheels)
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    build-essential \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# HF Spaces expects port 7860
+ENV PORT=7860
+EXPOSE 7860
+
+CMD uvicorn app:app --host 0.0.0.0 --port ${PORT}

README.md

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+---
+title: Auto-README Java Summarizer
+emoji: 📄
+colorFrom: blue
+colorTo: purple
+sdk: docker
+app_port: 7860
+pinned: false
+license: mit
+---
+
+Compare four Java code summarization models (TF-IDF, LexRank, SentenceTransformers, CodeT5).
+Upload a `.java` file to see side-by-side summaries.

cache/idf_weights_train_val.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ba95b76261ff448b1bb57416aca67aa1403773522270398efc6334ff6ab0382
+size 123795