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Implementation:Triton inference server Server L0 Grpc Test

From Leeroopedia
Knowledge Sources
Domains Testing, gRPC_API
Last Updated 2026-02-13 17:00 GMT

Overview

QA test script for validating the gRPC endpoint in the Triton Inference Server.

Description

This is the comprehensive test suite for the Triton Inference Server's gRPC endpoint. It exercises the full range of gRPC API functionality including server health checks, model metadata retrieval, model repository operations, inference requests with various data types and tensor shapes, streaming inference, shared memory regions (both system and CUDA), model loading/unloading, server readiness, and SSL/TLS configuration. The script also validates gRPC-specific features such as compression, keepalive settings, header forwarding, and response caching. Each sub-test starts the server with specific gRPC configurations, runs the corresponding Python gRPC client tests, and checks both inference correctness and protocol-level behavior.

Usage

Run as part of the Triton QA test suite to validate gRPC functionality. Typically executed in CI/CD pipelines within the Triton Docker container environment.

Code Reference

Source Location

Signature

#!/bin/bash
# Key functions and variables
source ../common/util.sh
SERVER=/opt/tritonserver/bin/tritonserver
SERVER_ARGS="--model-repository=${MODELDIR} --grpc-port=8001"
SERVER_LOG="./grpc_test.server.log"
CLIENT_LOG="./grpc_test.client.log"
GRPC_TEST="./grpc_test.py"

Import

# Sources common utilities
source ../common/util.sh

I/O Contract

Inputs

Name Type Required Description
DATADIR env var No Directory containing test data
TRITON_DIR env var No Path to Triton server installation
MODEL_REPO directory Yes Generated test model repository
SSL_CERT file No SSL certificate for TLS-enabled tests
SSL_KEY file No SSL private key for TLS-enabled tests

Outputs

Name Type Description
exit code int 0 on success, 1 on failure
test logs files Server logs and test output in test directory

Usage Examples

Running the Test

cd qa/L0_grpc/
bash test.sh

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