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#!/bin/bash
__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 csv_to_dat.sh || exit 1
source framework.sh || exit 1
source get_result_count.sh || exit 1
source panic.sh || exit 1
source path_join.sh || exit 1
source validate_dependencies.sh || exit 1
get_random_image() {
local workload="$1"
local -n __random_image="$2"
case $workload in
lpd1) __random_image="${lpd1_images[$((RANDOM % ${#lpd1_images[@]}))]}" ;;
lpd2) __random_image="${lpd2_images[$((RANDOM % ${#lpd2_images[@]}))]}" ;;
lpd4) __random_image="${lpd4_images[$((RANDOM % ${#lpd4_images[@]}))]}" ;;
*) panic "Invalid Workload" ;;
esac
}
# Process the experimental results and generate human-friendly results for success rate, throughput, and latency
process_results() {
if (($# != 1)); then
error_msg "invalid number of arguments ($#, expected 1)"
return 1
elif ! [[ -d "$1" ]]; then
error_msg "directory $1 does not exist"
return 1
fi
local -r results_directory="$1"
printf "Processing Results: "
# Write headers to CSVs
printf "Payload,p50,p90,p99,p100\n" >> "$results_directory/latency.csv"
for workload in "${workloads[@]}"; do
# Filter on 200s, subtract DNS time, convert from s to ms, and sort
awk -F, '$7 == 200 {print (($1 - $2) * 1000)}' < "$results_directory/$workload.csv" \
| sort -g > "$results_directory/$workload-response.csv"
oks=$(wc -l < "$results_directory/$workload-response.csv")
((oks == 0)) && continue # If all errors, skip line
# 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 "'"$workload"',"
}
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/$workload-response.csv" >> "$results_directory/latency.csv"
# Delete scratch file used for sorting/counting
rm -rf "$results_directory/$workload-response.csv"
done
# Transform csvs to dat files for gnuplot
csv_to_dat "$results_directory/latency.csv"
printf "[OK]\n"
return 0
}
run_functional_tests() {
local hostname="$1"
local results_directory="$2"
# Functional Testing on each image
for image in "${lpd1_images[@]}"; do
echo "@${image}" >> "${results_directory}/lpd1.txt"
curl --data-binary "@${image}" --output - "${hostname}:10000" >> "${results_directory}/lpd1.txt"
done
for image in "${lpd2_images[@]}"; do
echo "@${image}" >> "${results_directory}/lpd2.txt"
curl --data-binary "@${image}" --output - "${hostname}:10001" >> "${results_directory}/lpd2.txt"
done
for image in "${lpd4_images[@]}"; do
echo "@${image}" >> "${results_directory}/lpd4.txt"
curl --data-binary "@${image}" --output - "${hostname}:10002" >> "${results_directory}/lpd4.txt"
done
}
run_perf_tests() {
local hostname="$1"
local results_directory="$2"
local -ir total_iterations=100
local -ir worker_max=10
local -ir batch_size=10
local -i batch_id=0
local random_image
local pids
printf "Perf Tests: \n"
for workload in "${workloads[@]}"; do
batch_id=0
for ((i = 0; i < total_iterations; i += batch_size)); do
# Block waiting for a worker to finish if we are at our max
while (($(pgrep --count hey) >= worker_max)); do
wait -n $(pgrep hey | tr '\n' ' ')
done
((batch_id++))
get_random_image "$workload" random_image
hey -disable-compression -disable-keepalive -disable-redirects -n $batch_size -c 1 -cpus 1 -t 0 -o csv -m GET -D "${random_image}" "http://${hostname}:${port[$workload]}" > "$results_directory/${workload}_${batch_id}.csv" 2> /dev/null &
done
pids=$(pgrep hey | tr '\n' ' ')
[[ -n $pids ]] && wait -f $pids
done
printf "[OK]\n"
for workload in "${workloads[@]}"; do
tail --quiet -n +2 "$results_directory/${workload}"_*.csv >> "$results_directory/${workload}.csv"
rm "$results_directory/${workload}"_*.csv
done
}
experiment_main() {
local -r hostname="$1"
local -r results_directory="$2"
run_functional_tests "$hostname" "$results_directory" || return 1
run_perf_tests "$hostname" "$results_directory" || return 1
process_results "$results_directory" || return 1
}
validate_dependencies curl
declare -a workloads=(lpd1 lpd2 lpd4)
declare -Ar port=(
[lpd1]=10000
[lpd2]=10001
[lpd4]=10002
)
# Sort the images by the number of labeled plates
declare -a lpd1_images=()
declare -a lpd2_images=()
declare -a lpd4_images=()
while IFS= read -r image_data; do
image_file="${image_data/csv/png}"
# Each line of csv data represents a labeled plate on the image
case $(wc "$image_data" -l | cut -d\ -f1) in
1) lpd1_images+=("$image_file") ;;
2) lpd2_images+=("$image_file") ;;
4) lpd4_images+=("$image_file") ;;
*) panic "Unexpected number of plates" ;;
esac
done < <(ls ./images/*.csv)
main "$@"