Using Pip's '--no-cache-dir' within all Dockerfiles

.github/workflows/manual-bom-scan.yml

@@ -39,7 +39,7 @@ jobs:
       - name: Set Matrix
         id: scan-matrix
         run: |
-          pip install yq
+          pip install --no-cache-dir yq
           services=($(echo ${{ inputs.services }} | tr ',' ' '))
           image_list=[]
           for service in ${services[@]}

.github/workflows/mix-megaservice-test.yml

@@ -68,7 +68,7 @@ jobs:
 
       - name: Install Dependencies
         run: |
-          docker exec ${{ env.CONTAINER_NAME }} bash -c "cd /GenAIComps && pip install -r requirements.txt && python setup.py install"
+          docker exec ${{ env.CONTAINER_NAME }} bash -c "cd /GenAIComps && pip install --no-cache-dir -r requirements.txt && python setup.py install"
 
       - name: Run UT
         run: |

.github/workflows/scripts/codeScan/bandit.sh

@@ -4,7 +4,7 @@
 # SPDX-License-Identifier: Apache-2.0
 
 source /GenAIComps/.github/workflows/scripts/change_color
-pip install bandit==1.7.8
+pip install --no-cache-dir bandit==1.7.8
 log_dir=/GenAIComps/.github/workflows/scripts/codeScan
 python -m bandit -r -lll -iii /GenAIComps > ${log_dir}/bandit.log
 exit_code=$?

.github/workflows/scripts/freeze_requirements.sh

@@ -55,7 +55,7 @@ function check_branch_name() {
 
 function main() {
     check_branch_name
-    echo "::group::pip install pip-tools" && pip install pip-tools --upgrade && echo "::endgroup::"
+    echo "::group::pip install --no-cache-dir pip-tools" && pip install --no-cache-dir pip-tools --upgrade && echo "::endgroup::"
     export -f freeze
     find . -name "requirements.txt" | xargs -n 1 -I {} bash -c 'freeze "$@"' _ {}
 }

comps/asr/Dockerfile

@@ -15,7 +15,7 @@ COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip && \
     if [ "${ARCH}" = "cpu" ]; then \
-        pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu ; \
+        pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu ; \
         pip install --no-cache-dir --extra-index-url https://download.pytorch.org/whl/cpu -r /home/user/comps/asr/requirements.txt ; \
     else \
         pip install --no-cache-dir -r /home/user/comps/asr/requirements.txt ; \
@@ -25,4 +25,4 @@ ENV PYTHONPATH=$PYTHONPATH:/home/user
 
 WORKDIR /home/user/comps/asr
 
-ENTRYPOINT ["python", "asr.py"]
+ENTRYPOINT ["python", "asr.py"]

comps/asr/whisper/Dockerfile

@@ -23,7 +23,7 @@ USER user
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r /home/user/comps/asr/requirements.txt && \
     if [ "${ARCH}" = "cpu" ]; then \
-        pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu ; \
+        pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu ; \
         pip install --no-cache-dir --extra-index-url https://download.pytorch.org/whl/cpu -r /home/user/comps/asr/requirements.txt ; \
     else \
         pip install --no-cache-dir -r /home/user/comps/asr/requirements.txt ; \

comps/asr/whisper/Dockerfile_hpu

@@ -25,7 +25,7 @@ USER user
 # Install requirements and optimum habana
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r /home/user/comps/asr/requirements.txt && \
-    pip install optimum[habana]
+    pip install --no-cache-dir optimum[habana]
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user
 

comps/dataprep/milvus/docker/Dockerfile

@@ -22,7 +22,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip setuptools && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/milvus/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/dataprep/pgvector/langchain/docker/Dockerfile

@@ -22,7 +22,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip setuptools && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/pgvector/langchain/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/dataprep/pinecone/docker/Dockerfile

@@ -26,7 +26,7 @@ RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/pinecone/requirements.txt
 
 RUN pip install --no-cache-dir --upgrade pip setuptools && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/pinecone/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/dataprep/qdrant/docker/Dockerfile

@@ -22,7 +22,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip setuptools && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/qdrant/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/dataprep/redis/langchain/docker/Dockerfile

@@ -25,7 +25,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip setuptools && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/redis/langchain/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/dataprep/redis/langchain_ray/docker/Dockerfile

@@ -24,7 +24,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip setuptools && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/redis/langchain_ray/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/dataprep/redis/llama_index/docker/Dockerfile

@@ -24,7 +24,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip setuptools && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/redis/llama_index/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/dataprep/redis/multimodal_langchain/docker/Dockerfile

@@ -26,7 +26,7 @@ RUN mkdir -p /home/user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip setuptools && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/dataprep/redis/multimodal_langchain/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/embeddings/langchain/docker/Dockerfile

@@ -18,7 +18,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/embeddings/langchain/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/embeddings/multimodal_embeddings/bridgetower/docker/Dockerfile_hpu

@@ -18,7 +18,7 @@ COPY --chown=user comps /home/user/comps
 # Install requirements and optimum habana
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r /home/user/comps/embeddings/multimodal_embeddings/multimodal_langchain/requirements.txt && \
-    pip install optimum[habana]
+    pip install --no-cache-dir optimum[habana]
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user
 

comps/embeddings/multimodal_embeddings/multimodal_langchain/docker/Dockerfile

@@ -20,7 +20,7 @@ COPY comps /home/user/comps
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r /home/user/comps/embeddings/multimodal_embeddings/multimodal_langchain/requirements.txt
 
-# RUN pip install --upgrade pydantic
+# RUN pip install --no-cache-dir --upgrade pydantic
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user
 

comps/finetuning/docker/Dockerfile_cpu

@@ -20,9 +20,9 @@ USER user
 ENV PATH=$PATH:/home/user/.local/bin
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    python -m pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu && \
-    python -m pip install intel-extension-for-pytorch && \
-    python -m pip install oneccl_bind_pt --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/cpu/us/ && \
+    python -m pip install --no-cache-dir torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu && \
+    python -m pip install --no-cache-dir intel-extension-for-pytorch && \
+    python -m pip install --no-cache-dir oneccl_bind_pt --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/cpu/us/ && \
     pip install --no-cache-dir -r /home/user/comps/finetuning/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/guardrails/llama_guard/docker/Dockerfile

@@ -20,7 +20,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/guardrails/llama_guard/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/guardrails/pii_detection/pii/detect/keys_detection.py

@@ -130,8 +130,8 @@ def detect_keys(content):
     try:
         from detect_secrets.core import scan
     except ImportError:
-        os.system("pip install detect-secrets")
-        os.system("pip install gibberish-detector")
+        os.system("pip install --no-cache-dir detect-secrets")
+        os.system("pip install --no-cache-dir gibberish-detector")
 
     from detect_secrets.settings import transient_settings
 

comps/guardrails/pii_detection/pii/detect/phones_detection.py

@@ -9,7 +9,7 @@ def detect_phones(text):
     try:
         import phonenumbers
     except ImportError:
-        os.system("pip install phonenumbers")
+        os.system("pip install --no-cache-dir phonenumbers")
         import phonenumbers
 
     matches = []

comps/guardrails/toxicity_detection/docker/Dockerfile

@@ -20,7 +20,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/guardrails/toxicity_detection/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/llms/text-generation/native/docker/Dockerfile

@@ -24,14 +24,14 @@ RUN git lfs install
 
 COPY comps /home/user/comps
 
-RUN pip install --upgrade-strategy eager optimum[habana] && \
-    pip install git+https://github.com/HabanaAI/DeepSpeed.git@1.17.0
+RUN pip install --no-cache-dir --upgrade-strategy eager optimum[habana] && \
+    pip install --no-cache-dir git+https://github.com/HabanaAI/DeepSpeed.git@1.17.0
 
 RUN git clone ${REPO} /home/user/optimum-habana && \
     cd /home/user/optimum-habana && git checkout ${REPO_VER} && \
-    cd examples/text-generation && pip install -r requirements.txt && \
-    cd /home/user/comps/llms/text-generation/native && pip install -r requirements.txt && \
-    pip install --upgrade --force-reinstall pydantic
+    cd examples/text-generation && pip install --no-cache-dir -r requirements.txt && \
+    cd /home/user/comps/llms/text-generation/native && pip install --no-cache-dir -r requirements.txt && \
+    pip install --no-cache-dir --upgrade --force-reinstall pydantic
 
 ENV PYTHONPATH=/root:/home/user
 

comps/llms/text-generation/vllm-ray/docker/Dockerfile.vllmray

@@ -11,11 +11,10 @@ WORKDIR /home/user/vllm-ray
 # copy the source code to the package directory
 COPY comps/llms/text-generation/vllm-ray /home/user/vllm-ray
 
-RUN pip install --upgrade-strategy eager optimum[habana] && \
-    pip install git+https://github.com/HabanaAI/DeepSpeed.git@1.15.1
-# RUN pip install -v git+https://github.com/HabanaAI/vllm-fork.git@ae3d6121
-RUN pip install -v git+https://github.com/HabanaAI/vllm-fork.git@cf6952d
-RUN pip install "ray>=2.10" "ray[serve,tune]>=2.10"
+RUN pip install --no-cache-dir --upgrade-strategy eager optimum[habana] && \
+    pip install --no-cache-dir git+https://github.com/HabanaAI/DeepSpeed.git@1.15.1
+RUN pip install --no-cache-dir -v git+https://github.com/HabanaAI/vllm-fork.git@cf6952d
+RUN pip install --no-cache-dir "ray>=2.10" "ray[serve,tune]>=2.10"
 
 RUN sed -i 's/#PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/sshd_config && \
     service ssh restart

comps/llms/text-generation/vllm/docker/Dockerfile.hpu

@@ -13,11 +13,11 @@ RUN sed -i 's/#PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/
 USER user
 WORKDIR /root
 
-RUN pip install --upgrade-strategy eager optimum[habana]
+RUN pip install --no-cache-dir --upgrade-strategy eager optimum[habana]
 
-RUN pip install -v git+https://github.com/HabanaAI/vllm-fork.git@cf6952d
+RUN pip install --no-cache-dir -v git+https://github.com/HabanaAI/vllm-fork.git@cf6952d
 
-RUN pip install setuptools
+RUN pip install --no-cache-dir setuptools
 
 ENV no_proxy=localhost,127.0.0.1
 

comps/lvms/llava/Dockerfile_hpu

@@ -19,7 +19,7 @@ COPY comps /home/user/comps
 # Install requirements and optimum habana
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r /home/user/comps/lvms/requirements.txt && \
-    pip install optimum[habana]
+    pip install --no-cache-dir optimum[habana]
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user
 

comps/reranks/fastrag/docker/Dockerfile

@@ -23,8 +23,8 @@ RUN git clone https://github.com/IntelLabs/fastRAG.git /home/user/fastRAG && \
     pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r /home/user/comps/reranks/requirements.txt && \
     pip install --no-cache-dir -r /home/user/comps/reranks/fastrag/requirements.txt && \
-    pip install . && \
-    pip install .[intel]
+    pip install --no-cache-dir . && \
+    pip install --no-cache-dir .[intel]
 
 ENV PYTHONPATH=$PYTHONPH:/home/user
 

comps/reranks/tei/docker/Dockerfile

@@ -20,7 +20,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/reranks/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/retrievers/langchain/milvus/docker/Dockerfile

@@ -21,7 +21,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/retrievers/langchain/milvus/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/retrievers/langchain/pathway/docker/Dockerfile

@@ -20,7 +20,7 @@ COPY comps /home/user/comps
 USER user
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/retrievers/langchain/pathway/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/retrievers/langchain/pinecone/docker/Dockerfile

@@ -18,10 +18,9 @@ COPY comps /home/user/comps
 USER user
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/retrievers/langchain/pinecone/requirements.txt
 
-
 ENV PYTHONPATH=$PYTHONPATH:/home/user
 
 WORKDIR /home/user/comps/retrievers/langchain/pinecone

comps/retrievers/langchain/redis/docker/Dockerfile

@@ -18,7 +18,7 @@ COPY comps /home/user/comps
 USER user
 
 RUN pip install --no-cache-dir --upgrade pip && \
-    if [ ${ARCH} = "cpu" ]; then pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/retrievers/langchain/redis/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/tts/Dockerfile

@@ -13,7 +13,7 @@ COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip && \
     if [ "${ARCH}" = "cpu" ]; then \
-        pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu ; \
+        pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu ; \
         pip install --no-cache-dir --extra-index-url https://download.pytorch.org/whl/cpu -r /home/user/comps/tts/requirements.txt ; \
     else \
         pip install --no-cache-dir -r /home/user/comps/tts/requirements.txt ; \
@@ -23,4 +23,4 @@ ENV PYTHONPATH=$PYTHONPATH:/home/user
 
 WORKDIR /home/user/comps/tts
 
-ENTRYPOINT ["python", "tts.py"]
+ENTRYPOINT ["python", "tts.py"]

comps/tts/speecht5/Dockerfile

@@ -22,7 +22,7 @@ USER user
 
 RUN pip install --no-cache-dir --upgrade pip && \
     if [ "${ARCH}" = "cpu" ]; then \
-        pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu ; \
+        pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu ; \
         pip install --no-cache-dir --extra-index-url https://download.pytorch.org/whl/cpu -r /home/user/comps/tts/requirements.txt ; \
     else \
         pip install --no-cache-dir -r /home/user/comps/tts/requirements.txt ; \
@@ -32,4 +32,4 @@ ENV PYTHONPATH=$PYTHONPATH:/home/user
 
 WORKDIR /home/user/comps/tts/speecht5
 
-ENTRYPOINT ["python", "speecht5_server.py", "--device", "cpu"]
+ENTRYPOINT ["python", "speecht5_server.py", "--device", "cpu"]

comps/tts/speecht5/Dockerfile_hpu

@@ -26,7 +26,7 @@ USER user
 # Install requirements and optimum habana
 RUN pip install --no-cache-dir --upgrade pip && \
     pip install --no-cache-dir -r /home/user/comps/tts/requirements.txt && \
-    pip install optimum[habana]
+    pip install --no-cache-dir optimum[habana]
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user