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Add E2E test for bias detection of guardrails #708

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Sep 19, 2024
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5 changes: 5 additions & 0 deletions .github/workflows/docker/compose/guardrails-compose.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -9,3 +9,8 @@ services:
build:
dockerfile: comps/guardrails/llama_guard/langchain/Dockerfile
image: ${REGISTRY:-opea}/guardrails-tgi:${TAG:-latest}

guardrails-bias-detection:
build:
dockerfile: comps/guardrails/llama_guard/langchain/Dockerfile
image: ${REGISTRY:-opea}/guardrails-bias-detection:${TAG:-latest}
72 changes: 72 additions & 0 deletions tests/guardrails/test_guardrails_bias_detection.sh
Original file line number Diff line number Diff line change
@@ -0,0 +1,72 @@
#!/bin/bash
# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

set -x

WORKPATH=$(dirname "$PWD")
ip_address=$(hostname -I | awk '{print $1}')

function build_docker_images() {
echo "Start building docker images for microservice"
cd $WORKPATH
docker build --no-cache -t opea/guardrails-bias-detection:comps --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/guardrails/bias_detection/Dockerfile .
if [ $? -ne 0 ]; then
echo "opea/guardrails-bias-detection built fail"
exit 1
else
echo "opea/guardrails-bias-detection built successful"
fi
}

function start_service() {
echo "Starting microservice"
docker run -d --runtime=runc --name="test-comps-guardrails-bias-detection-endpoint" -p 9092:9092 --ipc=host -e http_proxy=$http_proxy -e https_proxy=$https_proxy opea/guardrails-bias-detection:comps
sleep 5
echo "Microservice started"
}

function validate_microservice() {
echo "Validate microservice started"
echo "test 1 - biased"
result=$(curl localhost:9092/v1/bias -X POST -d '{"text":"John McCain exposed as an unprincipled politician."}' -H 'Content-Type: application/json')
if [[ $result == *"Violated"* ]]; then
echo "Result correct."
else
docker logs test-comps-guardrails-bias-detection-endpoint
exit 1
fi
echo "test 2 - non-biased"
result=$(curl localhost:9092/v1/bias -X POST -d '{"text":"John McCain described as an unprincipled politician."}' -H 'Content-Type: application/json')
if [[ $result == *"described"* ]]; then
echo "Result correct."
else
echo "Result wrong."
docker logs test-comps-guardrails-bias-detection-endpoint
exit 1
fi
echo "Validate microservice completed"
}

function stop_docker() {
cid=$(docker ps -aq --filter "name=test-comps-guardrails-bias-detection-endpoint")
echo "Shutdown legacy containers "$cid
if [[ ! -z "$cid" ]]; then docker stop $cid && docker rm $cid && sleep 1s; fi
}

function main() {

stop_docker

build_docker_images
start_service

validate_microservice

stop_docker
echo "cleanup container images and volumes"
echo y | docker system prune 2>&1 > /dev/null

}

main
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