requiremets change

Author: pratheebapc

demo/demo-1-basics/anomaly-llm-faiss/Dockerfile

@@ -1,7 +1,13 @@
 FROM python:3.11-slim-bookworm
 
+# -------------------------------
+# Working directory
+# -------------------------------
 WORKDIR /app
 
+# -------------------------------
+# System dependencies (single layer)
+# -------------------------------
 RUN apt-get update && apt-get install -y \
         curl \
         gcc \
@@ -10,16 +16,45 @@ RUN apt-get update && apt-get install -y \
         wget \
     && rm -rf /var/lib/apt/lists/*
 
-RUN mkdir -p /app /tmp/huggingface \
+# -------------------------------
+# Directories required for OpenShift / HuggingFace
+# (OpenShift runs with random UID)
+# -------------------------------
+RUN mkdir -p /app \
+             /tmp/huggingface \
+             /tmp/huggingface/transformers \
     && chmod -R 777 /app /tmp/huggingface
 
+# -------------------------------
+# Environment hardening (CRITICAL)
+# -------------------------------
+ENV PYTHONPATH=/app
+ENV PYTHONUNBUFFERED=1
+
+# HuggingFace caches
 ENV HF_HOME=/tmp/huggingface
 ENV TRANSFORMERS_CACHE=/tmp/huggingface/transformers
-ENV PYTHONPATH=/app
 
+# 🚫 Disable pip cache (fixes overlayfs failures)
+ENV PIP_NO_CACHE_DIR=1
+ENV PIP_DISABLE_PIP_VERSION_CHECK=1
+
+# 🚫 Prevent CUDA / NVIDIA probing
+ENV CUDA_VISIBLE_DEVICES=""
+ENV TORCH_CUDA_ARCH_LIST=""
+
+# -------------------------------
+# Python dependencies
+# -------------------------------
 COPY requirements.txt .
-RUN pip install -r requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
 
+# -------------------------------
+# Application source
+# -------------------------------
 COPY . .
 
+# -------------------------------
+# Run FastAPI
+# -------------------------------
 CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8002"]

demo/demo-1-basics/anomaly-llm-faiss/requirements.txt

@@ -1,18 +1,28 @@
-fastapi
-uvicorn
-redis
-kubernetes
-sentence-transformers
-transformers
-langchain
-langchain-community
-faiss-cpu
+# FastAPI stack
+fastapi==0.110.0
+uvicorn==0.27.0
+httpx==0.27.0
+python-dotenv==1.0.1
+
+# Infra / orchestration
+redis==5.0.1
+kubernetes==29.0.0
 openshift==0.13.1
-python-dotenv
-tiktoken
-#email-validator
-openai
-psutil
-py-spy
-ipython
-httpx
+psutil==5.9.8
+
+# LLM / embeddings (CPU ONLY)
+sentence-transformers==2.5.1
+transformers==4.37.2
+faiss-cpu==1.7.4
+
+# LangChain (pinned to compatible versions)
+langchain==0.1.16
+langchain-community==0.0.34
+
+# Tokenization / LLM APIs
+tiktoken==0.6.0
+openai==1.12.0
+
+# Debug / dev (optional but safe)
+ipython==8.22.2
+py-spy==0.3.14

demo/demo-1-basics/anomaly_isolation_forest/Dockerfile

@@ -13,6 +13,8 @@ RUN apt-get update && \
         wget \
     && rm -rf /var/lib/apt/lists/*
 
+    
+
 # Copy requirement files and install dependencies
 COPY requirements.txt .
 RUN pip install -r requirements.txt

demo/demo-1-basics/anomaly_isolation_forest/requirements.txt

@@ -1,20 +1,15 @@
 fastapi==0.110.0
 uvicorn==0.27.0
+
 scikit-learn==1.3.0
-pandas==2.2.0
 numpy==1.26.0
+pandas==2.2.0
 joblib==1.3.2
-redis
-typing_inspect
-pandas
-apscheduler
-httpx
-asyncio
-sqlalchemy
-psycopg2-binary>=2.9
-# fastapi
-# uvicorn
-# scikit-learn
-# pandas
-# numpy
-# joblib
+
+redis==5.0.1
+typing-inspect==0.9.0
+apscheduler==3.10.4
+httpx==0.27.0
+
+sqlalchemy==2.0.25
+psycopg2-binary==2.9.9