llama distribution -> llama stack + containers (WIP)

This commit is contained in:
Ashwin Bharambe 2024-08-28 10:07:08 -07:00
parent 45987996c4
commit fd3b65b718
16 changed files with 204 additions and 80 deletions

View file

@ -1,44 +1,113 @@
#!/bin/bash
if [ "$#" -ne 3 ]; then
echo "Usage: $0 <image_name> <base_image> <pip_dependencies>
echo "Example: $0 my-fastapi-app python:3.9-slim 'fastapi uvicorn'
LLAMA_MODELS_DIR=${LLAMA_MODELS_DIR:-}
LLAMA_TOOLCHAIN_DIR=${LLAMA_TOOLCHAIN_DIR:-}
TEST_PYPI_VERSION=${TEST_PYPI_VERSION:-}
if [ "$#" -ne 4 ]; then
echo "Usage: $0 [api|stack] <image_name> <docker_base> <pip_dependencies>
echo "Example: $0 agentic_system my-fastapi-app python:3.9-slim 'fastapi uvicorn'
exit 1
fi
IMAGE_NAME=$1
BASE_IMAGE=$2
PIP_DEPENDENCIES=$3
api_or_stack=$1
image_name=$2
docker_base=$3
pip_dependencies=$4
# Define color codes
RED='\033[0;31m'
GREEN='\033[0;32m'
NC='\033[0m' # No Color
set -euo pipefail
PORT=8001
SCRIPT_DIR=$(dirname "$(readlink -f "$0")")
SOURCE_DIR=$(dirname $(dirname $(dirname "$SCRIPT_DIR")))
echo $SOURCE_DIR
REPO_DIR=$(dirname $(dirname "$SCRIPT_DIR"))
TEMP_DIR=$(mktemp -d)
echo "Created temporary directory: $TEMP_DIR"
cat <<EOF >"$TEMP_DIR/Dockerfile"
FROM $BASE_IMAGE
add_to_docker() {
local input
output_file="$TEMP_DIR/Dockerfile"
if [ -t 0 ]; then
printf '%s\n' "$1" >> "$output_file"
else
# If stdin is not a terminal, read from it (heredoc)
cat >> "$output_file"
fi
}
add_to_docker <<EOF
FROM $docker_base
WORKDIR /app
COPY llama-stack/llama_toolchain /app/llama_toolchain
COPY llama-models/models /app/llama_models
RUN pip install $PIP_DEPENDENCIES
EXPOSE $PORT
ENTRYPOINT ["python3", "-m", "llama_toolchain.distribution.server", "--port", "$PORT"]
RUN apt-get update && apt-get install -y \
iputils-ping net-tools iproute2 dnsutils telnet \
curl wget telnet \
procps psmisc lsof \
traceroute \
&& rm -rf /var/lib/apt/lists/*
EOF
echo "Dockerfile created successfully in $TEMP_DIR/Dockerfile"
toolchain_mount="/app/llama-toolchain-source"
models_mount="/app/llama-models-source"
podman build -t $IMAGE_NAME -f "$TEMP_DIR/Dockerfile" "$SOURCE_DIR"
if [ -n "$LLAMA_TOOLCHAIN_DIR" ]; then
if [ ! -d "$LLAMA_TOOLCHAIN_DIR" ]; then
echo "${RED}Warning: LLAMA_TOOLCHAIN_DIR is set but directory does not exist: $LLAMA_TOOLCHAIN_DIR${NC}" >&2
exit 1
fi
add_to_docker "RUN pip install $toolchain_mount"
else
add_to_docker "RUN pip install llama-toolchain"
fi
echo "Podman image '$IMAGE_NAME' built successfully."
echo "You can run it with: podman run -p 8000:8000 $IMAGE_NAME"
if [ -n "$LLAMA_MODELS_DIR" ]; then
if [ ! -d "$LLAMA_MODELS_DIR" ]; then
echo "${RED}Warning: LLAMA_MODELS_DIR is set but directory does not exist: $LLAMA_MODELS_DIR${NC}" >&2
exit 1
fi
rm -rf "$TEMP_DIR"
add_to_docker <<EOF
RUN pip uninstall -y llama-models
RUN pip install $models_mount
EOF
fi
if [ -n "$pip_dependencies" ]; then
add_to_docker "RUN pip install $pip_dependencies"
fi
add_to_docker <<EOF
# This would be good in production but for debugging flexibility lets not add it right now
# We need a more solid production ready entrypoint.sh anyway
#
# ENTRYPOINT ["python", "-m", "llama_toolchain.distribution.server"]
EOF
printf "Dockerfile created successfully in $TEMP_DIR/Dockerfile"
cat $TEMP_DIR/Dockerfile
printf "\n"
mounts=""
if [ -n "$LLAMA_TOOLCHAIN_DIR" ]; then
mounts="$mounts -v $(readlink -f $LLAMA_TOOLCHAIN_DIR):$toolchain_mount"
fi
if [ -n "$LLAMA_MODELS_DIR" ]; then
mounts="$mounts -v $(readlink -f $LLAMA_MODELS_DIR):$models_mount"
fi
set -x
podman build -t $image_name -f "$TEMP_DIR/Dockerfile" "$REPO_DIR" $mounts
set +x
printf "${GREEN}Succesfully setup Podman image. Configuring build...${NC}"
echo "You can run it with: podman run -p 8000:8000 $image_name"
$CONDA_PREFIX/bin/python3 -m llama_toolchain.cli.llama api configure "$api_or_stack" --name "$image_name"