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bench: add script to measure query length impact on response time #350
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#!/bin/bash | ||
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# Purpose: | ||
# This script sends HTTP requests with different content lengths to the | ||
# Semantic Router (Envoy proxy) and measures the response times. It's designed | ||
# to help analyze how query length affects inference performance and latency. | ||
# | ||
# Usage: | ||
# The script sends serial curl requests with incrementally increasing content | ||
# lengths (configurable start, end, and step size) and records: | ||
# - Request character count | ||
# - Response time (client send to response received) | ||
# - HTTP status codes | ||
# - Full response content | ||
# | ||
# Integration with Metrics: | ||
# This script can be used alongside metrics collection systems to correlate | ||
# client-side response times with server-side inference metrics, helping to | ||
# understand the relationship between query length and processing time. | ||
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# Default configuration | ||
DEFAULT_PORT=8801 | ||
DEFAULT_START_LENGTH=100 | ||
DEFAULT_END_LENGTH=2000 | ||
DEFAULT_STEP=200 | ||
DEFAULT_HOST="127.0.0.1" | ||
DEFAULT_MODEL="auto" | ||
DEFAULT_SLEEP=1 | ||
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# Parse command line arguments | ||
show_help() { | ||
echo "Usage: $0 [OPTIONS]" | ||
echo "" | ||
echo "Options:" | ||
echo " -p, --port PORT Envoy proxy port (default: $DEFAULT_PORT)" | ||
echo " -h, --host HOST Envoy proxy host (default: $DEFAULT_HOST)" | ||
echo " -s, --start START Starting character length (default: $DEFAULT_START_LENGTH)" | ||
echo " -e, --end END Ending character length (default: $DEFAULT_END_LENGTH)" | ||
echo " -t, --step STEP Step size for character increment (default: $DEFAULT_STEP)" | ||
echo " -m, --model MODEL Model name to use (default: $DEFAULT_MODEL)" | ||
echo " -w, --wait SECONDS Wait time between requests (default: $DEFAULT_SLEEP)" | ||
echo " --help Show this help message" | ||
echo "" | ||
echo "Examples:" | ||
echo " $0 # Use all defaults" | ||
echo " $0 -p 8080 -s 500 -e 5000 -t 500 # Custom port, range 500-5000, step 500" | ||
echo " $0 --host 192.168.1.100 --port 8801 # Custom host and port" | ||
echo "" | ||
} | ||
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# Initialize variables with defaults | ||
PORT=$DEFAULT_PORT | ||
HOST=$DEFAULT_HOST | ||
START_LENGTH=$DEFAULT_START_LENGTH | ||
END_LENGTH=$DEFAULT_END_LENGTH | ||
STEP=$DEFAULT_STEP | ||
MODEL=$DEFAULT_MODEL | ||
SLEEP_TIME=$DEFAULT_SLEEP | ||
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# Parse command line arguments | ||
while [[ $# -gt 0 ]]; do | ||
case $1 in | ||
-p|--port) | ||
PORT="$2" | ||
shift 2 | ||
;; | ||
-h|--host) | ||
HOST="$2" | ||
shift 2 | ||
;; | ||
-s|--start) | ||
START_LENGTH="$2" | ||
shift 2 | ||
;; | ||
-e|--end) | ||
END_LENGTH="$2" | ||
shift 2 | ||
;; | ||
-t|--step) | ||
STEP="$2" | ||
shift 2 | ||
;; | ||
-m|--model) | ||
MODEL="$2" | ||
shift 2 | ||
;; | ||
-w|--wait) | ||
SLEEP_TIME="$2" | ||
shift 2 | ||
;; | ||
--help) | ||
show_help | ||
exit 0 | ||
;; | ||
*) | ||
echo "Unknown option: $1" | ||
show_help | ||
exit 1 | ||
;; | ||
esac | ||
done | ||
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# Validate parameters | ||
if ! [[ "$PORT" =~ ^[0-9]+$ ]] || [ "$PORT" -lt 1 ] || [ "$PORT" -gt 65535 ]; then | ||
echo "Error: Port must be a number between 1 and 65535" | ||
exit 1 | ||
fi | ||
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if ! [[ "$START_LENGTH" =~ ^[0-9]+$ ]] || [ "$START_LENGTH" -lt 1 ]; then | ||
echo "Error: Start length must be a positive number" | ||
exit 1 | ||
fi | ||
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if ! [[ "$END_LENGTH" =~ ^[0-9]+$ ]] || [ "$END_LENGTH" -lt "$START_LENGTH" ]; then | ||
echo "Error: End length must be a positive number greater than or equal to start length" | ||
exit 1 | ||
fi | ||
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if ! [[ "$STEP" =~ ^[0-9]+$ ]] || [ "$STEP" -lt 1 ]; then | ||
echo "Error: Step must be a positive number" | ||
exit 1 | ||
fi | ||
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if ! [[ "$SLEEP_TIME" =~ ^[0-9]+(\.[0-9]+)?$ ]]; then | ||
echo "Error: Sleep time must be a non-negative number" | ||
exit 1 | ||
fi | ||
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# Random word list | ||
words=("apple" "banana" "cherry" "date" "elderberry" "fig" "grape" "honeydew" "kiwi" "lemon" "mango" "orange" "papaya" "quince" "raspberry" "strawberry" "tangerine" "watermelon" "blueberry" "blackberry" "cranberry" "pineapple" "coconut" "avocado" "peach" "pear" "plum" "apricot" "nectarine" "pomegranate" "dragonfruit" "passionfruit" "guava" "lychee" "rambutan" "durian" "jackfruit" "starfruit" "persimmon" "kumquat" "lime" "grapefruit" "clementine" "mandarin" "tangelo" "ugli" "pomelo" "yuzu" "calamansi" "bergamot") | ||
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# Function to generate random string content | ||
generate_random_content() { | ||
local target_length=$1 | ||
local content="" | ||
local current_length=0 | ||
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while [ $current_length -lt $target_length ]; do | ||
# Randomly select a word | ||
local word=${words[$RANDOM % ${#words[@]}]} | ||
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# Add the word if it doesn't exceed the target length | ||
if [ $((current_length + ${#word} + 1)) -le $target_length ]; then | ||
if [ -z "$content" ]; then | ||
content="$word" | ||
else | ||
content="$content $word" | ||
fi | ||
current_length=${#content} | ||
else | ||
# If adding the full word would exceed length, add partial characters | ||
local remaining=$((target_length - current_length)) | ||
if [ $remaining -gt 0 ]; then | ||
content="$content${word:0:$remaining}" | ||
fi | ||
break | ||
fi | ||
done | ||
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echo "$content" | ||
} | ||
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# Create result log file | ||
log_file="test_results_$(date +%Y%m%d_%H%M%S).log" | ||
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echo "Starting serial testing..." | ||
echo "Configuration:" | ||
echo " Host: $HOST" | ||
echo " Port: $PORT" | ||
echo " Model: $MODEL" | ||
echo " Test range: $START_LENGTH-$END_LENGTH characters, incrementing by $STEP characters each time" | ||
echo " Wait time between requests: ${SLEEP_TIME}s" | ||
echo " Results will be saved to: $log_file" | ||
echo "" | ||
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# Record start time | ||
start_time=$(date) | ||
echo "Test start time: $start_time" | tee -a "$log_file" | ||
echo "Configuration: HOST=$HOST, PORT=$PORT, MODEL=$MODEL, RANGE=$START_LENGTH-$END_LENGTH, STEP=$STEP, WAIT=${SLEEP_TIME}s" | tee -a "$log_file" | ||
echo "===========================================" | tee -a "$log_file" | ||
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# Execute test requests serially | ||
for length in $(seq $START_LENGTH $STEP $END_LENGTH); do | ||
echo "" | ||
echo "Testing request with $length characters..." | ||
echo "Time: $(date)" | tee -a "$log_file" | ||
echo "Character count: $length" | tee -a "$log_file" | ||
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# Generate random content | ||
content=$(generate_random_content $length) | ||
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# Send curl request and record results | ||
echo "Sending request..." | tee -a "$log_file" | ||
response=$(curl -s -X POST http://$HOST:$PORT/v1/chat/completions \ | ||
-H "Content-Type: application/json" \ | ||
-d "{ | ||
\"model\": \"$MODEL\", | ||
\"messages\": [ | ||
{\"role\": \"user\", \"content\": \"$content\"} | ||
] | ||
}" \ | ||
-w "\nHTTP_CODE:%{http_code}\nTIME_TOTAL:%{time_total}\n") | ||
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# Parse response | ||
http_code=$(echo "$response" | grep "HTTP_CODE:" | cut -d: -f2) | ||
time_total=$(echo "$response" | grep "TIME_TOTAL:" | cut -d: -f2) | ||
response_body=$(echo "$response" | sed '/HTTP_CODE:/d' | sed '/TIME_TOTAL:/d') | ||
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# Record results | ||
echo "HTTP status code: $http_code" | tee -a "$log_file" | ||
echo "Response time: ${time_total} seconds" | tee -a "$log_file" | ||
echo "Response content: $response_body" | tee -a "$log_file" | ||
echo "-------------------------------------------" | tee -a "$log_file" | ||
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# If HTTP status code is not 200, record error | ||
if [ "$http_code" != "200" ]; then | ||
echo "Warning: Request failed, HTTP status code: $http_code" | tee -a "$log_file" | ||
fi | ||
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echo "Completed $length character test, waiting ${SLEEP_TIME} second(s) before continuing..." | ||
sleep $SLEEP_TIME | ||
done | ||
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# Record end time | ||
end_time=$(date) | ||
echo "" | ||
echo "===========================================" | tee -a "$log_file" | ||
echo "Test end time: $end_time" | tee -a "$log_file" | ||
echo "All tests completed! Results saved to: $log_file" |
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if saving to the current directory, the file can be added to gitignore
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To avoid saving the file locally, I directly output the results to the shell for easy viewing.
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sorry i forget delete the original code