feat(build): Support docker install

This commit is contained in:
Fangyin Cheng
2025-03-11 15:57:52 +08:00
parent ee1ac0df8e
commit 455cdd1612
32 changed files with 1844 additions and 589 deletions

View File

@@ -4,41 +4,107 @@ SCRIPT_LOCATION=$0
cd "$(dirname "$SCRIPT_LOCATION")"
WORK_DIR=$(pwd)
BASE_IMAGE_DEFAULT="nvidia/cuda:12.1.0-devel-ubuntu22.04"
BASE_IMAGE_DEFAULT_CPU="ubuntu:22.04"
# Base image definitions
CUDA_BASE_IMAGE="nvidia/cuda:12.4.0-devel-ubuntu22.04"
CPU_BASE_IMAGE="ubuntu:22.04"
BASE_IMAGE=$BASE_IMAGE_DEFAULT
# Define installation mode configurations: base_image, extras
declare -A INSTALL_MODES
# Common mode configurations - Base configuration shared by modes using CUDA image
DEFAULT_PROXY_EXTRAS="base,proxy_openai,rag,graph_rag,storage_chromadb,dbgpts,proxy_ollama,proxy_zhipuai,proxy_anthropic,proxy_qianfan,proxy_tongyi"
DEFAULT_CUDA_EXTRAS="${DEFAULT_PROXY_EXTRAS},cuda121,hf,quant_bnb,flash_attn,quant_awq"
# Define each installation mode
# Default mode configuration
INSTALL_MODES["default,base_image"]=$CUDA_BASE_IMAGE
INSTALL_MODES["default,extras"]=$DEFAULT_CUDA_EXTRAS
INSTALL_MODES["default,env_vars"]=""
# OpenAI mode configuration - The only mode using CPU image
INSTALL_MODES["openai,base_image"]=$CPU_BASE_IMAGE
INSTALL_MODES["openai,extras"]="${DEFAULT_PROXY_EXTRAS}"
INSTALL_MODES["openai,env_vars"]=""
# vllm mode configuration
INSTALL_MODES["vllm,base_image"]=$CUDA_BASE_IMAGE
INSTALL_MODES["vllm,extras"]="$DEFAULT_CUDA_EXTRAS,vllm"
INSTALL_MODES["vllm,env_vars"]=""
# llama-cpp mode configuration
INSTALL_MODES["llama-cpp,base_image"]=$CUDA_BASE_IMAGE
INSTALL_MODES["llama-cpp,extras"]="$DEFAULT_CUDA_EXTRAS,llama_cpp,llama_cpp_server"
INSTALL_MODES["llama-cpp,env_vars"]="CMAKE_ARGS=\"-DGGML_CUDA=ON\""
# Full functionality mode
INSTALL_MODES["full,base_image"]=$CUDA_BASE_IMAGE
INSTALL_MODES["full,extras"]="$DEFAULT_CUDA_EXTRAS,vllm,llama-cpp,llama_cpp_server"
INSTALL_MODES["full,env_vars"]="CMAKE_ARGS=\"-DGGML_CUDA=ON\""
# Default value settings
BASE_IMAGE=$CUDA_BASE_IMAGE
IMAGE_NAME="eosphorosai/dbgpt"
IMAGE_NAME_ARGS=""
# zh: https://pypi.tuna.tsinghua.edu.cn/simple
PIP_INDEX_URL="https://pypi.org/simple"
# en or zh
PIP_INDEX_URL="https://pypi.tuna.tsinghua.edu.cn/simple"
LANGUAGE="en"
BUILD_LOCAL_CODE="true"
LOAD_EXAMPLES="true"
BUILD_NETWORK=""
DB_GPT_INSTALL_MODEL="default"
DEFAULT_EXTRAS="proxy_openai,rag,storage_chromadb,quant_bnb"
DB_GPT_INSTALL_MODE="default"
EXTRAS=""
ADDITIONAL_EXTRAS=""
DOCKERFILE="Dockerfile"
IMAGE_NAME_SUFFIX=""
USE_TSINGHUA_UBUNTU="true"
PYTHON_VERSION="3.11" # Minimum supported Python version: 3.10
BUILD_ENV_VARS=""
ADDITIONAL_ENV_VARS=""
usage () {
echo "USAGE: $0 [--base-image nvidia/cuda:12.1.0-devel-ubuntu22.04] [--image-name db-gpt]"
echo "USAGE: $0 [--base-image nvidia/cuda:12.1.0-devel-ubuntu22.04] [--image-name ${BASE_IMAGE}]"
echo " [-b|--base-image base image name] Base image name"
echo " [-n|--image-name image name] Current image name, default: db-gpt"
echo " [-n|--image-name image name] Current image name, default: ${IMAGE_NAME}"
echo " [--image-name-suffix image name suffix] Image name suffix"
echo " [-i|--pip-index-url pip index url] Pip index url, default: https://pypi.org/simple"
echo " [-i|--pip-index-url pip index url] Pip index url, default: ${PIP_INDEX_URL}"
echo " [--language en or zh] You language, default: en"
echo " [--build-local-code true or false] Whether to use the local project code to package the image, default: true"
echo " [--load-examples true or false] Whether to load examples to default database default: true"
echo " [--network network name] The network of docker build"
echo " [--install-mode mode name] Installation mode name, default: default, If you completely use openai's service, you can set the mode name to 'openai'"
echo " [-f|--dockerfile dockerfile] Dockerfile name, default: Dockerfile"
echo " [--install-mode mode name] Installation mode name, default: default"
echo " Available modes: default, openai, vllm, llama-cpp, full"
echo " [--extras extra packages] Comma-separated list of extra packages to install, overrides the default for the install mode"
echo " [--add-extras additional packages] Comma-separated list of additional extra packages to append to the default extras"
echo " [--env-vars \"ENV_VAR1=value1 ENV_VAR2=value2\"] Environment variables for build, overrides the default for the install mode"
echo " [--add-env-vars \"ENV_VAR1=value1 ENV_VAR2=value2\"] Additional environment variables to append to the default env vars"
echo " [--use-tsinghua-ubuntu true or false] Whether to use Tsinghua Ubuntu mirror, default: true"
echo " [--python-version version] Python version to use, default: ${PYTHON_VERSION}"
echo " [-f|--dockerfile dockerfile] Dockerfile name, default: ${DOCKERFILE}"
echo " [--list-modes] List all available install modes with their configurations"
echo " [-h|--help] Usage message"
}
list_modes() {
echo "Available installation modes:"
echo "--------------------------"
# Get unique mode names
local modes=()
for key in "${!INSTALL_MODES[@]}"; do
local mode_name="${key%%,*}"
if [[ ! " ${modes[@]} " =~ " ${mode_name} " ]]; then
modes+=("$mode_name")
fi
done
# Print each mode's configuration
for mode in "${modes[@]}"; do
echo "Mode: $mode"
echo " Base image: ${INSTALL_MODES["$mode,base_image"]}"
echo " Extras: ${INSTALL_MODES["$mode,extras"]}"
if [ -n "${INSTALL_MODES["$mode,env_vars"]}" ]; then
echo " Environment Variables: ${INSTALL_MODES["$mode,env_vars"]}"
fi
echo "--------------------------"
done
}
while [[ $# -gt 0 ]]; do
key="$1"
case $key in
@@ -67,11 +133,6 @@ while [[ $# -gt 0 ]]; do
shift
shift
;;
--build-local-code)
BUILD_LOCAL_CODE="$2"
shift
shift
;;
--load-examples)
LOAD_EXAMPLES="$2"
shift
@@ -82,28 +143,53 @@ while [[ $# -gt 0 ]]; do
shift # past argument
shift # past value
;;
-h|--help)
help="true"
shift
;;
--install-mode)
DB_GPT_INSTALL_MODEL="$2"
DB_GPT_INSTALL_MODE="$2"
shift # past argument
shift # past value
;;
EXTRAS)
--extras)
EXTRAS="$2"
shift # past argument
shift # past value
;;
--add-extras)
ADDITIONAL_EXTRAS="$2"
shift # past argument
shift # past value
;;
--env-vars)
BUILD_ENV_VARS="$2"
shift # past argument
shift # past value
;;
--add-env-vars)
ADDITIONAL_ENV_VARS="$2"
shift # past argument
shift # past value
;;
--use-tsinghua-ubuntu)
USE_TSINGHUA_UBUNTU="$2"
shift # past argument
shift # past value
;;
--python-version)
PYTHON_VERSION="$2"
shift # past argument
shift # past value
;;
-f|--dockerfile)
DOCKERFILE="$2"
shift # past argument
shift # past value
;;
--list-modes)
list_modes
exit 0
;;
-h|--help)
help="true"
shift
usage
exit 0
;;
*)
usage
@@ -112,46 +198,95 @@ while [[ $# -gt 0 ]]; do
esac
done
if [[ $help ]]; then
usage
exit 0
fi
if [ "$DB_GPT_INSTALL_MODEL" != "default" ]; then
IMAGE_NAME="$IMAGE_NAME-$DB_GPT_INSTALL_MODEL"
echo "install mode is not 'default', set image name to: ${IMAGE_NAME}"
fi
if [ -z "$IMAGE_NAME_ARGS" ]; then
if [ "$DB_GPT_INSTALL_MODEL" == "openai" ]; then
# Use cpu image
BASE_IMAGE=$BASE_IMAGE_DEFAULT_CPU
# Set extras if it is empty
if [ -z "$EXTRAS" ]; then
EXTRAS="proxy_openai,rag,storage_chromadb,cpu"
# If installation mode is provided, get base_image, extras, and env_vars from configuration
if [ -n "$DB_GPT_INSTALL_MODE" ]; then
# Check if it's a valid installation mode
if [ -n "${INSTALL_MODES["$DB_GPT_INSTALL_MODE,base_image"]}" ]; then
# If user hasn't explicitly specified BASE_IMAGE, use the default value for this mode
if [ "$BASE_IMAGE" == "$CUDA_BASE_IMAGE" ]; then
BASE_IMAGE="${INSTALL_MODES["$DB_GPT_INSTALL_MODE,base_image"]}"
fi
# If user hasn't explicitly specified EXTRAS, use the default value for this mode
if [ -z "$EXTRAS" ]; then
EXTRAS="${INSTALL_MODES["$DB_GPT_INSTALL_MODE,extras"]}"
fi
# If additional extras are specified, add them to existing extras
if [ -n "$ADDITIONAL_EXTRAS" ]; then
if [ -z "$EXTRAS" ]; then
EXTRAS="$ADDITIONAL_EXTRAS"
else
EXTRAS="$EXTRAS,$ADDITIONAL_EXTRAS"
fi
fi
# If user hasn't explicitly specified BUILD_ENV_VARS, use the default value for this mode
if [ -z "$BUILD_ENV_VARS" ]; then
BUILD_ENV_VARS="${INSTALL_MODES["$DB_GPT_INSTALL_MODE,env_vars"]}"
fi
# If additional env_vars are specified, add them to existing env_vars
if [ -n "$ADDITIONAL_ENV_VARS" ]; then
if [ -z "$BUILD_ENV_VARS" ]; then
BUILD_ENV_VARS="$ADDITIONAL_ENV_VARS"
else
BUILD_ENV_VARS="$BUILD_ENV_VARS $ADDITIONAL_ENV_VARS"
fi
fi
else
echo "Warning: Unknown install mode '$DB_GPT_INSTALL_MODE'. Using defaults."
fi
# Set image name suffix to installation mode
if [ "$DB_GPT_INSTALL_MODE" != "default" ]; then
IMAGE_NAME="$IMAGE_NAME-$DB_GPT_INSTALL_MODE"
fi
else
# User input image is not empty
BASE_IMAGE=$IMAGE_NAME_ARGS
fi
# If image name argument is provided, use it as the image name
if [ -n "$IMAGE_NAME_ARGS" ]; then
IMAGE_NAME=$IMAGE_NAME_ARGS
fi
# Add additional image name suffix
if [ -n "$IMAGE_NAME_SUFFIX" ]; then
IMAGE_NAME="$IMAGE_NAME-$IMAGE_NAME_SUFFIX"
fi
if [ -z "$EXTRAS" ]; then
EXTRAS=$DEFAULT_EXTRAS
echo "Begin build docker image"
echo "Base image: ${BASE_IMAGE}"
echo "Target image name: ${IMAGE_NAME}"
echo "Install mode: ${DB_GPT_INSTALL_MODE}"
echo "Extras: ${EXTRAS}"
echo "Additional Extras: ${ADDITIONAL_EXTRAS}"
if [ -n "$BUILD_ENV_VARS" ]; then
echo "Environment Variables: ${BUILD_ENV_VARS}"
fi
if [ -n "$ADDITIONAL_ENV_VARS" ]; then
echo "Additional Environment Variables: ${ADDITIONAL_ENV_VARS}"
fi
echo "Python version: ${PYTHON_VERSION}"
echo "Use Tsinghua Ubuntu mirror: ${USE_TSINGHUA_UBUNTU}"
# Build environment variable argument string
BUILD_ENV_ARGS=""
if [ -n "$BUILD_ENV_VARS" ]; then
# Split environment variables and add them as build arguments
for env_var in $BUILD_ENV_VARS; do
var_name="${env_var%%=*}"
BUILD_ENV_ARGS="$BUILD_ENV_ARGS --build-arg $env_var"
done
fi
echo "Begin build docker image, base image: ${BASE_IMAGE}, target image name: ${IMAGE_NAME}, extras: ${EXTRAS}"
docker build $BUILD_NETWORK \
--build-arg USE_TSINGHUA_UBUNTU=$USE_TSINGHUA_UBUNTU \
--build-arg BASE_IMAGE=$BASE_IMAGE \
--build-arg PIP_INDEX_URL=$PIP_INDEX_URL \
--build-arg LANGUAGE=$LANGUAGE \
--build-arg BUILD_LOCAL_CODE=$BUILD_LOCAL_CODE \
--build-arg LOAD_EXAMPLES=$LOAD_EXAMPLES \
--build-arg DB_GPT_INSTALL_MODEL=$DB_GPT_INSTALL_MODEL \
--build-arg EXTRAS=$EXTRAS \
--build-arg PYTHON_VERSION=$PYTHON_VERSION \
$BUILD_ENV_ARGS \
-f $DOCKERFILE \
-t $IMAGE_NAME $WORK_DIR/../../
-t $IMAGE_NAME $WORK_DIR/../../