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#!/bin/bash
# This experiment is intended to document how the level of concurrent requests influences
# - latency
# - throughput
# - success/failure rate
# Add bash_libraries directory to path
__run_sh__base_path="$(dirname "$(realpath --logical "${BASH_SOURCE[0]}")")"
__run_sh__bash_libraries_relative_path="../bash_libraries"
__run_sh__bash_libraries_absolute_path=$(cd "$__run_sh__base_path" && cd "$__run_sh__bash_libraries_relative_path" && pwd)
export PATH="$__run_sh__bash_libraries_absolute_path:$PATH"
# Source libraries from bash_libraries directory
source "path_join.sh" || exit 1
source "framework.sh" || exit 1
source "get_result_count.sh" || exit 1
source "generate_gnuplots.sh" || exit 1
if ! command -v hey > /dev/null; then
echo "hey is not present."
exit 1
fi
# Experiment Globals and Setups
declare -ar payloads=(1024 10240 102400 1048576)
declare -Ar ports=(
[1024]=10000
[10240]=10001
[102400]=10002
[1048576]=10003
)
declare -ri iterations=10000
# If the one of the expected body files doesn't exist, trigger the generation script.
cd "$__run_sh__base_path/body" && ./generate.sh && cd "$OLDPWD" || exit
run_samples() {
local hostname="$1"
# Scrape the perf window size from the source if possible
local -r perf_window_path="$(path_join "$__run_sh__base_path" ../../include/perf_window_t.h)"
local -i perf_window_buffer_size
if ! perf_window_buffer_size=$(grep "#define PERF_WINDOW_BUFFER_SIZE" < "$perf_window_path" | cut -d\ -f3); then
printf "Failed to scrape PERF_WINDOW_BUFFER_SIZE from ../../include/perf_window.h\n"
printf "Defaulting to 16\n"
perf_window_buffer_size=16
fi
local -ir perf_window_buffer_size
# Execute workloads long enough for runtime to learn excepted execution time
printf "Running Samples:\n"
for payload in "${payloads[@]}"; do
printf "\t%d Payload: " "$payload"
hey -n "$perf_window_buffer_size" -c "$perf_window_buffer_size" -q 200 -o csv -m GET -D "$__run_sh__base_path/body/$payload.txt" "http://$hostname:${ports["$payload"]}" 1> /dev/null 2> /dev/null || {
printf "[ERR]\n"
panic "samples failed"
return 1
}
printf "[OK]\n"
done
return 0
}
run_experiments() {
if (($# != 2)); then
panic "invalid number of arguments \"$1\""
return 1
elif [[ ! -d "$2" ]]; then
panic "directory \"$2\" does not exist"
return 1
fi
local hostname="$1"
local results_directory="$2"
# Execute the experiments
printf "Running Experiments:\n"
for payload in "${payloads[@]}"; do
printf "\t%d Payload: " "$payload"
hey -n "$iterations" -c 1 -cpus 2 -o csv -m GET -D "$__run_sh__base_path/body/$payload.txt" "http://$hostname:${ports["$payload"]}" > "$results_directory/$payload.csv" 2> /dev/null || {
printf "[ERR]\n"
panic "$payload experiment failed"
return 1
}
get_result_count "$results_directory/$payload.csv" || {
printf "[ERR]\n"
panic "$payload.csv unexpectedly has zero requests"
return 1
}
printf "[OK]\n"
done
return 0
}
process_results() {
if (($# != 1)); then
panic "invalid number of arguments ($#, expected 1)"
return 1
elif ! [[ -d "$1" ]]; then
panic "directory $1 does not exist"
return 1
fi
local -r results_directory="$1"
printf "Processing Results: "
printf "Payload,Success_Rate\n" >> "$results_directory/success.csv"
printf "Payload,Throughput\n" >> "$results_directory/throughput.csv"
printf "Payload,p50,p90,p99,p100\n" >> "$results_directory/latency.csv"
for payload in ${payloads[*]}; do
# Calculate Success Rate for csv
awk -F, '
$7 == 200 {ok++}
END{printf "'"$payload"',%3.5f\n", (ok / '"$iterations"' * 100)}
' < "$results_directory/$payload.csv" >> "$results_directory/success.csv"
# Filter on 200s, convery from s to ms, and sort
awk -F, '$7 == 200 {print ($1 * 1000)}' < "$results_directory/$payload.csv" \
| sort -g > "$results_directory/$payload-response.csv"
# Get Number of 200s
oks=$(wc -l < "$results_directory/$payload-response.csv")
((oks == 0)) && continue # If all errors, skip line
# We determine duration by looking at the timestamp of the last complete request
# TODO: Should this instead just use the client-side synthetic duration_sec value?
duration=$(tail -n1 "$results_directory/$payload.csv" | cut -d, -f8)
# Throughput is calculated as the mean number of successful requests per second
throughput=$(echo "$oks/$duration" | bc)
printf "%d,%f\n" "$payload" "$throughput" >> "$results_directory/throughput.csv"
# Generate Latency Data for csv
awk '
BEGIN {
sum = 0
p50 = int('"$oks"' * 0.5)
p90 = int('"$oks"' * 0.9)
p99 = int('"$oks"' * 0.99)
p100 = '"$oks"'
printf "'"$payload"',"
}
NR==p50 {printf "%1.4f,", $0}
NR==p90 {printf "%1.4f,", $0}
NR==p99 {printf "%1.4f,", $0}
NR==p100 {printf "%1.4f\n", $0}
' < "$results_directory/$payload-response.csv" >> "$results_directory/latency.csv"
# Delete scratch file used for sorting/counting
rm -rf "$results_directory/$payload-response.csv"
done
# Transform csvs to dat files for gnuplot
for file in success latency throughput; do
printf "#" > "$results_directory/$file.dat"
tr ',' ' ' < "$results_directory/$file.csv" | column -t >> "$results_directory/$file.dat"
done
# Generate gnuplots
generate_gnuplots "$results_directory" "$__run_sh__base_path" || {
printf "[ERR]\n"
panic "failed to generate gnuplots"
}
printf "[OK]\n"
return 0
}
# Expected Symbol used by the framework
experiment_main() {
local -r target_hostname="$1"
local -r results_directory="$2"
run_samples "$target_hostname" || return 1
run_experiments "$target_hostname" "$results_directory" || return 1
process_results "$results_directory" || return 1
return 0
}
# Delegating to main provided by framework
main "$@"