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242 changes: 242 additions & 0 deletions analyze.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,242 @@
#!/usr/bin/env node
const { execSync } = require('child_process');
const fs = require('fs');
const path = require('path');

function extractMetric(file, metric) {
try {
const command = `grep "${metric}" "${file}" | awk '{print $2}' | sed 's/ms//'`;
const result = execSync(command, { encoding: 'utf-8' }).trim();
return result;
} catch (error) {
console.error(`Error extracting metric from ${file}: ${error.message}`);
return null;
}
}

function average(values) {
if (values.length === 0) return 0;
const sum = values.reduce((a, b) => parseFloat(a) + parseFloat(b), 0);
return sum / values.length;
}

const formattedServerNames = {
tailcall: "Tailcall",
gqlgen: "Gqlgen",
apollo: "Apollo GraphQL",
netflixdgs: "Netflix DGS",
caliban: "Caliban",
async_graphql: "async-graphql",
hasura: "Hasura",
graphql_jit: "GraphQL JIT",
};

const servers = ["apollo", "caliban", "netflixdgs", "gqlgen", "tailcall", "async_graphql", "hasura", "graphql_jit"];
const resultFiles = process.argv.slice(2);
const avgReqSecs = {};
const avgLatencies = {};

servers.forEach((server, idx) => {
const startIdx = idx * 3;
const reqSecVals = [];
const latencyVals = [];
for (let j = 0; j < 3; j++) {
const fileIdx = startIdx + j;
if (fileIdx < resultFiles.length) {
const reqSec = extractMetric(resultFiles[fileIdx], "Requests/sec");
const latency = extractMetric(resultFiles[fileIdx], "Latency");
if (reqSec !== null) reqSecVals.push(reqSec);
if (latency !== null) latencyVals.push(latency);
}
}
avgReqSecs[server] = average(reqSecVals);
avgLatencies[server] = average(latencyVals);
});

const reqSecData = "/tmp/reqSec.dat";
const latencyData = "/tmp/latency.dat";

try {
fs.writeFileSync(reqSecData, "Server Value\n" + servers.map(server => `${server} ${avgReqSecs[server]}`).join('\n'));
fs.writeFileSync(latencyData, "Server Value\n" + servers.map(server => `${server} ${avgLatencies[server]}`).join('\n'));
} catch (error) {
console.error(`Error writing data files: ${error.message}`);
}

let whichBench = 1;
if (resultFiles.length > 0) {
if (resultFiles[0].startsWith("bench2")) {
whichBench = 2;
} else if (resultFiles[0].startsWith("bench3")) {
whichBench = 3;
}
}

const reqSecHistogramFile = `req_sec_histogram${whichBench}.png`;
const latencyHistogramFile = `latency_histogram${whichBench}.png`;

function getMaxValue(data) {
try {
return Math.max(...data.split('\n').slice(1).map(line => parseFloat(line.split(' ')[1])));
} catch (error) {
console.error(`Error getting max value: ${error.message}`);
return 0;
}
}

let reqSecMax, latencyMax;
try {
reqSecMax = getMaxValue(fs.readFileSync(reqSecData, 'utf-8')) * 1.2;
latencyMax = getMaxValue(fs.readFileSync(latencyData, 'utf-8')) * 1.2;
} catch (error) {
console.error(`Error reading data files: ${error.message}`);
reqSecMax = 0;
latencyMax = 0;
}

const gnuplotScript = `
set term pngcairo size 1280,720 enhanced font 'Courier,12'
set output '${reqSecHistogramFile}'
set style data histograms
set style histogram cluster gap 1
set style fill solid border -1
set xtics rotate by -45
set boxwidth 0.9
set title 'Requests/Sec'
set yrange [0:${reqSecMax}]
set key outside right top
plot '${reqSecData}' using 2:xtic(1) title 'Req/Sec'

set output '${latencyHistogramFile}'
set title 'Latency (in ms)'
set yrange [0:${latencyMax}]
plot '${latencyData}' using 2:xtic(1) title 'Latency'
`;

const gnuplotScriptFile = '/tmp/gnuplot_script.gp';
try {
fs.writeFileSync(gnuplotScriptFile, gnuplotScript);
} catch (error) {
console.error(`Error writing gnuplot script: ${error.message}`);
}

try {
execSync(`gnuplot ${gnuplotScriptFile}`, { stdio: 'inherit' });
console.log('Gnuplot executed successfully');
} catch (error) {
console.error('Error executing gnuplot:', error.message);
}

const assetsDir = path.join(__dirname, "assets");
if (!fs.existsSync(assetsDir)) {
try {
fs.mkdirSync(assetsDir);
} catch (error) {
console.error(`Error creating assets directory: ${error.message}`);
}
}

function moveFile(source, destination) {
try {
if (fs.existsSync(source)) {
fs.renameSync(source, destination);
console.log(`Moved ${source} to ${destination}`);
} else {
console.log(`Source file ${source} does not exist`);
}
} catch (error) {
console.error(`Error moving file ${source}: ${error.message}`);
}
}

moveFile(reqSecHistogramFile, path.join(assetsDir, reqSecHistogramFile));
moveFile(latencyHistogramFile, path.join(assetsDir, latencyHistogramFile));

const serverRPS = {};
servers.forEach((server) => {
serverRPS[server] = avgReqSecs[server];
});

const sortedServers = Object.keys(serverRPS).sort(
(a, b) => serverRPS[b] - serverRPS[a]
);
const lastServer = sortedServers[sortedServers.length - 1];
const lastServerReqSecs = avgReqSecs[lastServer];

const resultsFile = "results.md";

try {
if (!fs.existsSync(resultsFile) || fs.readFileSync(resultsFile, 'utf8').trim() === '') {
fs.writeFileSync(resultsFile, `<!-- PERFORMANCE_RESULTS_START -->

| Query | Server | Requests/sec | Latency (ms) | Relative |
|-------:|--------:|--------------:|--------------:|---------:|`);
}
} catch (error) {
console.error(`Error initializing results file: ${error.message}`);
}

let resultsTable = "";

if (whichBench === 1) {
resultsTable += `\n| ${whichBench} | \`{ posts { id userId title user { id name email }}}\` |`;
} else if (whichBench === 2) {
resultsTable += `\n| ${whichBench} | \`{ posts { title }}\` |`;
} else if (whichBench === 3) {
resultsTable += `\n| ${whichBench} | \`{ greet }\` |`;
}

sortedServers.forEach((server) => {
const formattedReqSecs = avgReqSecs[server].toLocaleString(undefined, {
minimumFractionDigits: 2,
maximumFractionDigits: 2,
});
const formattedLatencies = avgLatencies[server].toLocaleString(undefined, {
minimumFractionDigits: 2,
maximumFractionDigits: 2,
});
const relativePerformance = (avgReqSecs[server] / lastServerReqSecs).toFixed(2);

resultsTable += `\n|| [${formattedServerNames[server]}] | \`${formattedReqSecs}\` | \`${formattedLatencies}\` | \`${relativePerformance}x\` |`;
});

try {
fs.appendFileSync(resultsFile, resultsTable);
} catch (error) {
console.error(`Error appending to results file: ${error.message}`);
}

if (whichBench === 3) {
try {
fs.appendFileSync(resultsFile, "\n\n<!-- PERFORMANCE_RESULTS_END -->");

const finalResults = fs
.readFileSync(resultsFile, "utf-8")
.replace(/\\/g, ''); // Remove backslashes

const readmePath = "README.md";
let readmeContent = fs.readFileSync(readmePath, "utf-8");
const performanceResultsRegex =
/<!-- PERFORMANCE_RESULTS_START -->[\s\S]*<!-- PERFORMANCE_RESULTS_END -->/;
if (performanceResultsRegex.test(readmeContent)) {
readmeContent = readmeContent.replace(
performanceResultsRegex,
finalResults
);
} else {
readmeContent += `\n${finalResults}`;
}
fs.writeFileSync(readmePath, readmeContent);
console.log("README.md updated successfully");
} catch (error) {
console.error(`Error updating README: ${error.message}`);
}
}

resultFiles.forEach((file) => {
try {
fs.unlinkSync(file);
} catch (error) {
console.error(`Error deleting file ${file}: ${error.message}`);
}
});
2 changes: 1 addition & 1 deletion run_analyze_script.sh
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@ for bench in 1 2 3; do
echo "Processing files for bench${bench}:"

# Construct the command for each benchmark
cmd="bash analyze.sh"
cmd="node analyze.js"

# Loop through each service
for service in "${services[@]}"; do
Expand Down