Add new test cases for VisualQnA (#712)
* Add new test cases for VisualQnA Signed-off-by: lvliang-intel <liang1.lv@intel.com>
This commit is contained in:
lvliang-intel
24
VisualQnA/docker/docker_build_compose.yaml
Normal file
24
VisualQnA/docker/docker_build_compose.yaml
Normal file
@@ -0,0 +1,24 @@
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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services:
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visualqna:
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build:
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args:
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http_proxy: ${http_proxy}
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https_proxy: ${https_proxy}
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no_proxy: ${no_proxy}
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dockerfile: ./Dockerfile
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image: ${REGISTRY:-opea}/visualqna:${TAG:-latest}
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visualqna-ui:
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build:
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context: ui
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dockerfile: ./docker/Dockerfile
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extends: visualqna
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image: ${REGISTRY:-opea}/visualqna-ui:${TAG:-latest}
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llm-visualqna-tgi:
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build:
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context: GenAIComps
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dockerfile: comps/lvms/Dockerfile_tgi
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extends: visualqna
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image: ${REGISTRY:-opea}/lvm-tgi:${TAG:-latest}
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@@ -19,15 +19,10 @@ cd GenAIComps
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docker build --no-cache -t opea/lvm-tgi:latest --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/lvms/Dockerfile_tgi .
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```
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### 3. Build TGI Gaudi Image
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Since TGI Gaudi has not supported llava-next in main branch, we'll need to build it from a PR branch for now.
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### 3. Pull TGI Gaudi Image
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```bash
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git clone https://github.com/huggingface/tgi-gaudi.git
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cd tgi-gaudi/
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docker build -t opea/llava-tgi:latest .
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cd ../
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docker pull ghcr.io/huggingface/tgi-gaudi:2.0.4
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```
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### 4. Build MegaService Docker Image
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@@ -3,7 +3,7 @@
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services:
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llava-tgi-service:
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image: ${REGISTRY:-opea}/llava-tgi:${TAG:-latest}
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image: ghcr.io/huggingface/tgi-gaudi:2.0.4
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container_name: tgi-llava-gaudi-server
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ports:
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- "8399:80"
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@@ -19,7 +19,7 @@ services:
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command: --model-id ${LVM_MODEL_ID} --max-input-length 4096 --max-total-tokens 8192 --cuda-graphs 0
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lvm-tgi:
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image: ${REGISTRY:-opea}/lvm-tgi:${TAG:-latest}
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container_name: lvm-tgi-server
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container_name: lvm-tgi-xeon-server
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depends_on:
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- llava-tgi-service
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ports:
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@@ -1,66 +0,0 @@
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#!/bin/bash
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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set -xe
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function test_env_setup() {
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WORKPATH=$(dirname "$PWD")
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LOG_PATH="$WORKPATH/tests/inference.log"
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CONTAINER_NAME="test-llava-gaudi-service"
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cd $WORKPATH
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}
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function launch_llava_service() {
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cd ${WORKPATH}
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cd serving/
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local port=8855
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docker build . --build-arg http_proxy=${http_proxy} --build-arg https_proxy=${http_proxy} -t intel/gen-ai-examples:${CONTAINER_NAME}
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docker run -d --name=${CONTAINER_NAME} -p ${port}:8000 -v ~/.cache/huggingface/hub/:/root/.cache/huggingface/hub/ -e http_proxy=$http_proxy -e https_proxy=$http_proxy \
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--runtime=habana -e HABANA_VISIBLE_DEVICES=all -e OMPI_MCA_btl_vader_single_copy_mechanism=none --cap-add=sys_nice --ipc=host intel/gen-ai-examples:${CONTAINER_NAME}
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sleep 3m
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}
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function run_tests() {
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cd $WORKPATH
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local port=8855
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curl localhost:${port}/health -v 2>&1 | tee $LOG_PATH
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}
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function check_response() {
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cd $WORKPATH
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echo "Checking response"
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local status=false
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if [[ -f $LOG_PATH ]] && [[ $(grep -c "200 OK" $LOG_PATH) != 0 ]]; then
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status=true
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fi
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if [ $status == false ]; then
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echo "Response check failed, please check the logs in artifacts!"
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exit 1
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else
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echo "Response check succeed!"
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fi
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}
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function docker_stop() {
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local container_name=$1
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cid=$(docker ps -aq --filter "name=$container_name")
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if [[ ! -z "$cid" ]]; then docker stop $cid && docker rm $cid; fi
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}
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function main() {
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test_env_setup
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docker_stop $CONTAINER_NAME && sleep 5s
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launch_llava_service
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run_tests
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check_response
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docker_stop $CONTAINER_NAME && sleep 5s
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echo y | docker system prune
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}
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main
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174
VisualQnA/tests/test_visualqna_on_gaudi.sh
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174
VisualQnA/tests/test_visualqna_on_gaudi.sh
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@@ -0,0 +1,174 @@
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#!/bin/bash
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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set -x
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IMAGE_REPO=${IMAGE_REPO:-"opea"}
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IMAGE_TAG=${IMAGE_TAG:-"latest"}
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echo "REGISTRY=IMAGE_REPO=${IMAGE_REPO}"
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echo "TAG=IMAGE_TAG=${IMAGE_TAG}"
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export REGISTRY=${IMAGE_REPO}
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export TAG=${IMAGE_TAG}
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WORKPATH=$(dirname "$PWD")
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LOG_PATH="$WORKPATH/tests"
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ip_address=$(hostname -I | awk '{print $1}')
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function build_docker_images() {
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cd $WORKPATH/docker
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git clone https://github.com/opea-project/GenAIComps.git
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echo "Build all the images with --no-cache, check docker_image_build.log for details..."
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service_list="visualqna visualqna-ui llm-visualqna-tgi"
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docker compose -f docker_build_compose.yaml build ${service_list} --no-cache > ${LOG_PATH}/docker_image_build.log
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docker pull ghcr.io/huggingface/tgi-gaudi:2.0.4
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docker images && sleep 1s
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}
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function start_services() {
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cd $WORKPATH/docker/gaudi
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export LVM_MODEL_ID="llava-hf/llava-v1.6-mistral-7b-hf"
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export LVM_ENDPOINT="http://${ip_address}:8399"
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export HUGGINGFACEHUB_API_TOKEN=${HUGGINGFACEHUB_API_TOKEN}
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export LVM_SERVICE_PORT=9399
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export MEGA_SERVICE_HOST_IP=${ip_address}
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export LVM_SERVICE_HOST_IP=${ip_address}
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export BACKEND_SERVICE_ENDPOINT="http://${ip_address}:8888/v1/visualqna"
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sed -i "s/backend_address/$ip_address/g" $WORKPATH/docker/ui/svelte/.env
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# Start Docker Containers
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docker compose up -d > ${LOG_PATH}/start_services_with_compose.log
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n=0
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until [[ "$n" -ge 100 ]]; do
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docker logs lvm-tgi-gaudi-server > ${LOG_PATH}/lvm_tgi_service_start.log
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if grep -q Connected ${LOG_PATH}/lvm_tgi_service_start.log; then
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break
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fi
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sleep 5s
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n=$((n+1))
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done
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}
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function validate_services() {
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local URL="$1"
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local EXPECTED_RESULT="$2"
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local SERVICE_NAME="$3"
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local DOCKER_NAME="$4"
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local INPUT_DATA="$5"
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local HTTP_STATUS=$(curl -s -o /dev/null -w "%{http_code}" -X POST -d "$INPUT_DATA" -H 'Content-Type: application/json' "$URL")
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if [ "$HTTP_STATUS" -eq 200 ]; then
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echo "[ $SERVICE_NAME ] HTTP status is 200. Checking content..."
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local CONTENT=$(curl -s -X POST -d "$INPUT_DATA" -H 'Content-Type: application/json' "$URL" | tee ${LOG_PATH}/${SERVICE_NAME}.log)
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if echo "$CONTENT" | grep -q "$EXPECTED_RESULT"; then
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echo "[ $SERVICE_NAME ] Content is as expected."
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else
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echo "[ $SERVICE_NAME ] Content does not match the expected result: $CONTENT"
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docker logs ${DOCKER_NAME} >> ${LOG_PATH}/${SERVICE_NAME}.log
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exit 1
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fi
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else
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echo "[ $SERVICE_NAME ] HTTP status is not 200. Received status was $HTTP_STATUS"
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docker logs ${DOCKER_NAME} >> ${LOG_PATH}/${SERVICE_NAME}.log
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exit 1
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fi
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sleep 1s
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}
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function validate_microservices() {
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# Check if the microservices are running correctly.
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# lvm microservice
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validate_services \
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"${ip_address}:9399/v1/lvm" \
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"The image" \
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"lvm-tgi" \
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"lvm-tgi-gaudi-server" \
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'{"image": "iVBORw0KGgoAAAANSUhEUgAAAAoAAAAKCAYAAACNMs+9AAAAFUlEQVR42mP8/5+hnoEIwDiqkL4KAcT9GO0U4BxoAAAAAElFTkSuQmCC", "prompt":"What is this?"}'
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}
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function validate_megaservice() {
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# Curl the Mega Service
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validate_services \
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"${ip_address}:8888/v1/visualqna" \
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"The image" \
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"visualqna-gaudi-backend-server" \
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"visualqna-gaudi-backend-server" \
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'{
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"messages": [
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{
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"role": "user",
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"content": [
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{
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"type": "text",
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"text": "What'\''s in this image?"
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},
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{
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"type": "image_url",
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"image_url": {
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"url": "https://www.ilankelman.org/stopsigns/australia.jpg"
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}
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}
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]
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}
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],
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"max_tokens": 300
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}'
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}
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function validate_frontend() {
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cd $WORKPATH/docker/ui/svelte
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local conda_env_name="OPEA_e2e"
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export PATH=${HOME}/miniforge3/bin/:$PATH
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if conda info --envs | grep -q "$conda_env_name"; then
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echo "$conda_env_name exist!"
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else
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conda create -n ${conda_env_name} python=3.12 -y
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fi
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source activate ${conda_env_name}
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sed -i "s/localhost/$ip_address/g" playwright.config.ts
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conda install -c conda-forge nodejs -y
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npm install && npm ci && npx playwright install --with-deps
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node -v && npm -v && pip list
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exit_status=0
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npx playwright test || exit_status=$?
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if [ $exit_status -ne 0 ]; then
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echo "[TEST INFO]: ---------frontend test failed---------"
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exit $exit_status
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else
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echo "[TEST INFO]: ---------frontend test passed---------"
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fi
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}
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function stop_docker() {
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cd $WORKPATH/docker/gaudi
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docker compose stop && docker compose rm -f
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}
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function main() {
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stop_docker
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if [[ "$IMAGE_REPO" == "opea" ]]; then build_docker_images; fi
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start_services
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validate_microservices
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validate_megaservice
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#validate_frontend
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stop_docker
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echo y | docker system prune
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}
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main
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174
VisualQnA/tests/test_visualqna_on_xeon.sh
Normal file
174
VisualQnA/tests/test_visualqna_on_xeon.sh
Normal file
@@ -0,0 +1,174 @@
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#!/bin/bash
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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set -x
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IMAGE_REPO=${IMAGE_REPO:-"opea"}
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IMAGE_TAG=${IMAGE_TAG:-"latest"}
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echo "REGISTRY=IMAGE_REPO=${IMAGE_REPO}"
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echo "TAG=IMAGE_TAG=${IMAGE_TAG}"
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export REGISTRY=${IMAGE_REPO}
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export TAG=${IMAGE_TAG}
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WORKPATH=$(dirname "$PWD")
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LOG_PATH="$WORKPATH/tests"
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ip_address=$(hostname -I | awk '{print $1}')
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function build_docker_images() {
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cd $WORKPATH/docker
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git clone https://github.com/opea-project/GenAIComps.git
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echo "Build all the images with --no-cache, check docker_image_build.log for details..."
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service_list="visualqna visualqna-ui llm-visualqna-tgi"
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docker compose -f docker_build_compose.yaml build ${service_list} --no-cache > ${LOG_PATH}/docker_image_build.log
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docker pull ghcr.io/huggingface/text-generation-inference:2.2.0
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docker images && sleep 1s
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}
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function start_services() {
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cd $WORKPATH/docker/xeon
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export LVM_MODEL_ID="llava-hf/llava-v1.6-mistral-7b-hf"
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export LVM_ENDPOINT="http://${ip_address}:8399"
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export HUGGINGFACEHUB_API_TOKEN=${HUGGINGFACEHUB_API_TOKEN}
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export LVM_SERVICE_PORT=9399
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export MEGA_SERVICE_HOST_IP=${ip_address}
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export LVM_SERVICE_HOST_IP=${ip_address}
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export BACKEND_SERVICE_ENDPOINT="http://${ip_address}:8888/v1/visualqna"
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sed -i "s/backend_address/$ip_address/g" $WORKPATH/docker/ui/svelte/.env
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# Start Docker Containers
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docker compose up -d > ${LOG_PATH}/start_services_with_compose.log
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n=0
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until [[ "$n" -ge 100 ]]; do
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docker logs lvm-tgi-xeon-server > ${LOG_PATH}/lvm_tgi_service_start.log
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if grep -q Connected ${LOG_PATH}/lvm_tgi_service_start.log; then
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break
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fi
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sleep 5s
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n=$((n+1))
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done
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}
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function validate_services() {
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local URL="$1"
|
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local EXPECTED_RESULT="$2"
|
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local SERVICE_NAME="$3"
|
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local DOCKER_NAME="$4"
|
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local INPUT_DATA="$5"
|
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|
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local HTTP_STATUS=$(curl -s -o /dev/null -w "%{http_code}" -X POST -d "$INPUT_DATA" -H 'Content-Type: application/json' "$URL")
|
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if [ "$HTTP_STATUS" -eq 200 ]; then
|
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echo "[ $SERVICE_NAME ] HTTP status is 200. Checking content..."
|
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|
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local CONTENT=$(curl -s -X POST -d "$INPUT_DATA" -H 'Content-Type: application/json' "$URL" | tee ${LOG_PATH}/${SERVICE_NAME}.log)
|
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|
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if echo "$CONTENT" | grep -q "$EXPECTED_RESULT"; then
|
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echo "[ $SERVICE_NAME ] Content is as expected."
|
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else
|
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echo "[ $SERVICE_NAME ] Content does not match the expected result: $CONTENT"
|
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docker logs ${DOCKER_NAME} >> ${LOG_PATH}/${SERVICE_NAME}.log
|
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exit 1
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fi
|
||||
else
|
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echo "[ $SERVICE_NAME ] HTTP status is not 200. Received status was $HTTP_STATUS"
|
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docker logs ${DOCKER_NAME} >> ${LOG_PATH}/${SERVICE_NAME}.log
|
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exit 1
|
||||
fi
|
||||
sleep 1s
|
||||
}
|
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|
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function validate_microservices() {
|
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# Check if the microservices are running correctly.
|
||||
|
||||
# lvm microservice
|
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validate_services \
|
||||
"${ip_address}:9399/v1/lvm" \
|
||||
"The image" \
|
||||
"lvm-tgi" \
|
||||
"lvm-tgi-xeon-server" \
|
||||
'{"image": "iVBORw0KGgoAAAANSUhEUgAAAAoAAAAKCAYAAACNMs+9AAAAFUlEQVR42mP8/5+hnoEIwDiqkL4KAcT9GO0U4BxoAAAAAElFTkSuQmCC", "prompt":"What is this?"}'
|
||||
}
|
||||
|
||||
function validate_megaservice() {
|
||||
# Curl the Mega Service
|
||||
validate_services \
|
||||
"${ip_address}:8888/v1/visualqna" \
|
||||
"The image" \
|
||||
"visualqna-xeon-backend-server" \
|
||||
"visualqna-xeon-backend-server" \
|
||||
'{
|
||||
"messages": [
|
||||
{
|
||||
"role": "user",
|
||||
"content": [
|
||||
{
|
||||
"type": "text",
|
||||
"text": "What'\''s in this image?"
|
||||
},
|
||||
{
|
||||
"type": "image_url",
|
||||
"image_url": {
|
||||
"url": "https://www.ilankelman.org/stopsigns/australia.jpg"
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
],
|
||||
"max_tokens": 300
|
||||
}'
|
||||
}
|
||||
|
||||
function validate_frontend() {
|
||||
cd $WORKPATH/docker/ui/svelte
|
||||
local conda_env_name="OPEA_e2e"
|
||||
export PATH=${HOME}/miniforge3/bin/:$PATH
|
||||
if conda info --envs | grep -q "$conda_env_name"; then
|
||||
echo "$conda_env_name exist!"
|
||||
else
|
||||
conda create -n ${conda_env_name} python=3.12 -y
|
||||
fi
|
||||
source activate ${conda_env_name}
|
||||
|
||||
sed -i "s/localhost/$ip_address/g" playwright.config.ts
|
||||
|
||||
conda install -c conda-forge nodejs -y
|
||||
npm install && npm ci && npx playwright install --with-deps
|
||||
node -v && npm -v && pip list
|
||||
|
||||
exit_status=0
|
||||
npx playwright test || exit_status=$?
|
||||
|
||||
if [ $exit_status -ne 0 ]; then
|
||||
echo "[TEST INFO]: ---------frontend test failed---------"
|
||||
exit $exit_status
|
||||
else
|
||||
echo "[TEST INFO]: ---------frontend test passed---------"
|
||||
fi
|
||||
}
|
||||
|
||||
function stop_docker() {
|
||||
cd $WORKPATH/docker/xeon
|
||||
docker compose stop && docker compose rm -f
|
||||
}
|
||||
|
||||
function main() {
|
||||
|
||||
stop_docker
|
||||
|
||||
if [[ "$IMAGE_REPO" == "opea" ]]; then build_docker_images; fi
|
||||
start_services
|
||||
|
||||
validate_microservices
|
||||
validate_megaservice
|
||||
#validate_frontend
|
||||
|
||||
stop_docker
|
||||
echo y | docker system prune
|
||||
|
||||
}
|
||||
|
||||
main
|
||||
Reference in New Issue
Block a user