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#!/bin/bash
# SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
# Kubernetes test script for gRPC file transfer without shared storage
# This script tests the --no-shared-storage feature on Kubernetes using a kind cluster.
#
# Modes:
# - cli: Test using CLI flags (--no-shared-storage --transfer-chunk-size)
# - env: Test using environment variables (MODEL_EXPRESS_NO_SHARED_STORAGE, etc.)
# - all: Run both tests (default)
set -e
# Configuration
RELEASE_NAME="modelexpress-test"
NAMESPACE="modelexpress-test"
IMAGE_NAME="modelexpress"
IMAGE_TAG="test"
TEST_MODEL="hf-internal-testing/tiny-random-gpt2"
TIMEOUT_SECONDS=600
CLEANUP=true
TEST_MODE="all" # "cli", "env", or "all"
# Colors for output
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
BLUE='\033[0;34m'
NC='\033[0m' # No Color
# Parse arguments
while [[ $# -gt 0 ]]; do
case $1 in
--no-cleanup)
CLEANUP=false
shift
;;
--model)
TEST_MODEL="$2"
shift 2
;;
--timeout)
TIMEOUT_SECONDS="$2"
shift 2
;;
--mode)
TEST_MODE="$2"
shift 2
;;
-h|--help)
echo "Usage: $0 [OPTIONS]"
echo ""
echo "Options:"
echo " --no-cleanup Don't cleanup resources after test"
echo " --model NAME Model to use for testing (default: hf-internal-testing/tiny-random-gpt2)"
echo " --timeout SECS Timeout in seconds (default: 600)"
echo " --mode MODE Test mode: 'cli', 'env', or 'all' (default: all)"
echo " -h, --help Show this help message"
exit 0
;;
*)
echo "Unknown option: $1"
exit 1
;;
esac
done
log_info() {
echo -e "${BLUE}[INFO]${NC} $1"
}
log_success() {
echo -e "${GREEN}[SUCCESS]${NC} $1"
}
log_warning() {
echo -e "${YELLOW}[WARNING]${NC} $1"
}
log_error() {
echo -e "${RED}[ERROR]${NC} $1"
}
cleanup() {
if [ "$CLEANUP" = true ]; then
log_info "Cleaning up Kubernetes resources..."
kubectl delete job grpc-transfer-test-cli -n "$NAMESPACE" --ignore-not-found=true 2>/dev/null || true
kubectl delete job grpc-transfer-test-env -n "$NAMESPACE" --ignore-not-found=true 2>/dev/null || true
helm uninstall "$RELEASE_NAME" -n "$NAMESPACE" 2>/dev/null || true
kubectl delete namespace "$NAMESPACE" --ignore-not-found=true 2>/dev/null || true
log_info "Cleanup complete"
else
log_warning "Skipping cleanup (--no-cleanup specified)"
log_info "To cleanup manually, run:"
echo " kubectl delete job grpc-transfer-test-cli grpc-transfer-test-env -n $NAMESPACE"
echo " helm uninstall $RELEASE_NAME -n $NAMESPACE"
echo " kubectl delete namespace $NAMESPACE"
fi
}
trap cleanup EXIT
check_prerequisites() {
log_info "Checking prerequisites..."
if ! command -v kubectl &> /dev/null; then
log_error "kubectl not found. Please install kubectl."
exit 1
fi
if ! command -v helm &> /dev/null; then
log_error "helm not found. Please install helm."
exit 1
fi
if ! command -v docker &> /dev/null; then
log_error "docker not found. Please install docker."
exit 1
fi
# Install kind if not available
if ! command -v kind &> /dev/null; then
log_info "Installing kind..."
mkdir -p "$HOME/.local/bin"
curl -Lo "$HOME/.local/bin/kind" "https://kind.sigs.k8s.io/dl/v0.31.0/kind-linux-amd64" 2>/dev/null
chmod +x "$HOME/.local/bin/kind"
export PATH="$HOME/.local/bin:$PATH"
log_success "kind installed"
fi
# Check for kind cluster, create if needed
if ! kind get clusters 2>/dev/null | grep -q .; then
log_info "Creating kind cluster..."
kind create cluster --wait 5m
# Fix kubeconfig for Docker-in-Docker environments
CONTAINER_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' kind-control-plane)
kubectl config set-cluster kind-kind --server="https://${CONTAINER_IP}:6443" --insecure-skip-tls-verify=true >/dev/null
log_success "kind cluster created"
else
log_info "Using existing kind cluster"
fi
log_success "Prerequisites met"
}
build_and_load_image() {
log_info "Building Docker image..."
cd "$(dirname "$0")"
# Build the image locally
docker build -f docker/Dockerfile -t "${IMAGE_NAME}:${IMAGE_TAG}" . 2>&1 | tail -5
# Load into kind cluster
log_info "Loading image into kind cluster..."
kind load docker-image "${IMAGE_NAME}:${IMAGE_TAG}" 2>&1 | tail -3
log_success "Docker image built and loaded: ${IMAGE_NAME}:${IMAGE_TAG}"
}
deploy_server() {
log_info "Creating namespace: $NAMESPACE"
kubectl create namespace "$NAMESPACE" --dry-run=client -o yaml | kubectl apply -f -
log_info "Installing ModelExpress CRDs..."
kubectl apply -f ./examples/crds.yaml
log_info "Deploying ModelExpress server with local storage (no PVC)..."
helm upgrade --install "$RELEASE_NAME" ./helm \
-n "$NAMESPACE" \
-f ./helm/values-local-storage.yaml \
--set image.repository="$IMAGE_NAME" \
--set image.tag="$IMAGE_TAG" \
--wait \
--timeout "${TIMEOUT_SECONDS}s"
log_success "Server deployed"
# Get service name
SERVICE_NAME=$(kubectl get svc -n "$NAMESPACE" -l "app.kubernetes.io/instance=$RELEASE_NAME" -o jsonpath='{.items[0].metadata.name}')
log_info "Server service: $SERVICE_NAME"
# Wait for pod to be ready
log_info "Waiting for server pod to be ready..."
kubectl wait --for=condition=ready pod \
-l "app.kubernetes.io/instance=$RELEASE_NAME" \
-n "$NAMESPACE" \
--timeout="${TIMEOUT_SECONDS}s"
log_success "Server is ready"
}
# Run test using CLI flags
run_test_cli_flags() {
log_info "========================================"
log_info "Test: Using CLI flags"
log_info "========================================"
log_info "Testing: --no-shared-storage --transfer-chunk-size 65536"
SERVICE_NAME=$(kubectl get svc -n "$NAMESPACE" -l "app.kubernetes.io/instance=$RELEASE_NAME" -o jsonpath='{.items[0].metadata.name}')
# Create Job that uses CLI flags
kubectl apply -n "$NAMESPACE" -f - <<EOF
apiVersion: batch/v1
kind: Job
metadata:
name: grpc-transfer-test-cli
spec:
backoffLimit: 0
template:
spec:
restartPolicy: Never
containers:
- name: client
image: ${IMAGE_NAME}:${IMAGE_TAG}
imagePullPolicy: IfNotPresent
command: ["/bin/sh", "-c"]
args:
- |
echo "=== gRPC Transfer Test (CLI Flags) ==="
echo "Downloading model using CLI flags..."
/app/modelexpress-cli \\
--no-shared-storage \\
--transfer-chunk-size 65536 \\
--endpoint "http://${SERVICE_NAME}:8001" \\
model download "${TEST_MODEL}"
DOWNLOAD_RESULT=\$?
echo ""
# Verify files were transferred
FILE_COUNT=\$(find /cache -type f 2>/dev/null | wc -l)
if [ \$DOWNLOAD_RESULT -eq 0 ] && [ "\$FILE_COUNT" -gt 0 ]; then
TOTAL_BYTES=\$(du -sb /cache 2>/dev/null | cut -f1)
echo "=== RESULT: SUCCESS ==="
echo "Files: \$FILE_COUNT"
echo "Bytes: \$TOTAL_BYTES"
exit 0
else
echo "=== RESULT: FAILED ==="
echo "Files: \$FILE_COUNT"
echo "Download exit code: \$DOWNLOAD_RESULT"
exit 1
fi
env:
- name: MODEL_EXPRESS_CACHE_DIRECTORY
value: "/cache"
- name: HOME
value: "/cache"
volumeMounts:
- name: cache
mountPath: /cache
volumes:
- name: cache
emptyDir:
sizeLimit: 2Gi
EOF
log_info "Waiting for CLI flags test job to complete..."
local deadline=$((SECONDS + TIMEOUT_SECONDS))
local job_result=""
while [ $SECONDS -lt $deadline ]; do
local conditions
conditions=$(kubectl get job/grpc-transfer-test-cli -n "$NAMESPACE" \
-o jsonpath='{.status.conditions[*].type}' 2>/dev/null || true)
if echo "$conditions" | grep -qw "Complete"; then job_result="complete"; break; fi
if echo "$conditions" | grep -qw "Failed"; then job_result="failed"; break; fi
sleep 5
done
if [ "$job_result" = "complete" ]; then
log_info "Job output:"
kubectl logs job/grpc-transfer-test-cli -n "$NAMESPACE" | tail -20
log_success "CLI flags test PASSED"
return 0
else
log_error "CLI flags test FAILED"
log_info "Job output:"
kubectl logs job/grpc-transfer-test-cli -n "$NAMESPACE" 2>/dev/null | tail -30 || true
return 1
fi
}
# Run test using environment variables
run_test_env_vars() {
log_info "========================================"
log_info "Test: Using environment variables"
log_info "========================================"
log_info "Testing: MODEL_EXPRESS_NO_SHARED_STORAGE=true MODEL_EXPRESS_TRANSFER_CHUNK_SIZE=65536"
SERVICE_NAME=$(kubectl get svc -n "$NAMESPACE" -l "app.kubernetes.io/instance=$RELEASE_NAME" -o jsonpath='{.items[0].metadata.name}')
# Create Job that uses environment variables (no CLI flags)
kubectl apply -n "$NAMESPACE" -f - <<EOF
apiVersion: batch/v1
kind: Job
metadata:
name: grpc-transfer-test-env
spec:
backoffLimit: 0
template:
spec:
restartPolicy: Never
containers:
- name: client
image: ${IMAGE_NAME}:${IMAGE_TAG}
imagePullPolicy: IfNotPresent
command: ["/bin/sh", "-c"]
args:
- |
echo "=== gRPC Transfer Test (Environment Variables) ==="
echo "MODEL_EXPRESS_NO_SHARED_STORAGE=\$MODEL_EXPRESS_NO_SHARED_STORAGE"
echo "MODEL_EXPRESS_TRANSFER_CHUNK_SIZE=\$MODEL_EXPRESS_TRANSFER_CHUNK_SIZE"
echo ""
echo "Downloading model using environment variables..."
# Note: NOT using --no-shared-storage flag, relying on env var
/app/modelexpress-cli \\
--endpoint "http://${SERVICE_NAME}:8001" \\
model download "${TEST_MODEL}"
DOWNLOAD_RESULT=\$?
echo ""
# Verify files were transferred
FILE_COUNT=\$(find /cache -type f 2>/dev/null | wc -l)
if [ \$DOWNLOAD_RESULT -eq 0 ] && [ "\$FILE_COUNT" -gt 0 ]; then
TOTAL_BYTES=\$(du -sb /cache 2>/dev/null | cut -f1)
echo "=== RESULT: SUCCESS ==="
echo "Files: \$FILE_COUNT"
echo "Bytes: \$TOTAL_BYTES"
exit 0
else
echo "=== RESULT: FAILED ==="
echo "Files: \$FILE_COUNT"
echo "Download exit code: \$DOWNLOAD_RESULT"
exit 1
fi
env:
- name: MODEL_EXPRESS_NO_SHARED_STORAGE
value: "true"
- name: MODEL_EXPRESS_TRANSFER_CHUNK_SIZE
value: "65536"
- name: MODEL_EXPRESS_CACHE_DIRECTORY
value: "/cache"
- name: HOME
value: "/cache"
volumeMounts:
- name: cache
mountPath: /cache
volumes:
- name: cache
emptyDir:
sizeLimit: 2Gi
EOF
log_info "Waiting for environment variables test job to complete..."
local deadline=$((SECONDS + TIMEOUT_SECONDS))
local job_result=""
while [ $SECONDS -lt $deadline ]; do
local conditions
conditions=$(kubectl get job/grpc-transfer-test-env -n "$NAMESPACE" \
-o jsonpath='{.status.conditions[*].type}' 2>/dev/null || true)
if echo "$conditions" | grep -qw "Complete"; then job_result="complete"; break; fi
if echo "$conditions" | grep -qw "Failed"; then job_result="failed"; break; fi
sleep 5
done
if [ "$job_result" = "complete" ]; then
log_info "Job output:"
kubectl logs job/grpc-transfer-test-env -n "$NAMESPACE" | tail -20
log_success "Environment variables test PASSED"
return 0
else
log_error "Environment variables test FAILED"
log_info "Job output:"
kubectl logs job/grpc-transfer-test-env -n "$NAMESPACE" 2>/dev/null | tail -30 || true
return 1
fi
}
# Main
log_info "gRPC File Transfer Kubernetes Test"
log_info "Mode: $TEST_MODE"
log_info "Model: $TEST_MODEL"
echo ""
check_prerequisites
build_and_load_image
deploy_server
tests_passed=0
tests_failed=0
echo ""
case "$TEST_MODE" in
cli)
if run_test_cli_flags; then
tests_passed=$((tests_passed + 1))
else
tests_failed=$((tests_failed + 1))
fi
;;
env)
if run_test_env_vars; then
tests_passed=$((tests_passed + 1))
else
tests_failed=$((tests_failed + 1))
fi
;;
all)
# Run both tests
echo ""
if run_test_cli_flags; then
tests_passed=$((tests_passed + 1))
else
tests_failed=$((tests_failed + 1))
fi
echo ""
if run_test_env_vars; then
tests_passed=$((tests_passed + 1))
else
tests_failed=$((tests_failed + 1))
fi
;;
*)
log_error "Unknown test mode: $TEST_MODE"
log_info "Valid modes: cli, env, all"
exit 1
;;
esac
echo ""
log_info "========================================"
log_info "Test Summary"
log_info "========================================"
echo -e "Tests passed: ${GREEN}$tests_passed${NC}"
echo -e "Tests failed: ${RED}$tests_failed${NC}"
if [ $tests_failed -eq 0 ]; then
log_success "All tests PASSED!"
exit 0
else
log_error "Some tests FAILED!"
exit 1
fi