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Implementation:Triton inference server Server L0 Http Test

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

Overview

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

Description

This is the comprehensive test suite for the Triton Inference Server's HTTP/REST endpoint. As the largest endpoint test at 913 lines, it covers the complete HTTP API surface including server health and readiness endpoints, model metadata and statistics, inference requests using both JSON and binary data formats, model repository management, shared memory registration and usage, response compression, request tracing via HTTP headers, custom header forwarding, and SSL/TLS configuration. The script tests various content types, chunked transfer encoding, request size limits, and HTTP-specific error responses. Each sub-test configures the server with relevant HTTP options, runs Python HTTP client tests, and validates both response correctness and HTTP protocol compliance including status codes and response headers.

Usage

Run as part of the Triton QA test suite to validate HTTP endpoint 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} --http-port=8000"
SERVER_LOG="./http_test.server.log"
CLIENT_LOG="./http_test.client.log"
HTTP_TEST="./http_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_http/
bash test.sh

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