In the early 2000s, we used to write a lot of CGI programs.
This was the primary way to make websites dynamic at the time. These CGI programs were usually written in Perl, but sometimes in C to increase performance.
The CGI mechanism is conceptually simple but powerful. When the web server receives an incoming request handled by a CGI script (e.g. GET /~jakegold/cgi-bin/guestbook.cgi), it:
- Sets up environment variables containing request metadata (HTTP headers, query parameters, request method, etc.)
- Spawns a new process to execute the CGI program
- Passes the request body (if any) to the program via stdin
- Captures the program’s stdout as the HTTP response
- Sends any error output from stderr to the error log
The CGI program reads the environment variables to understand the request, processes it, and writes an HTTP response to stdout, starting with headers.
One of the nice features of this is that the CGI program exits after handling a single request, so all of its file descriptors and memory are automatically freed by the operating system. This made the terrible code of the time run quite reliably.
The developer experience was excellent as well. Deploying a new version of your CGI program was just a matter of copying it to the cgi-bin/ directory on your web server.
Hug of death
Typical web servers of this time had 1-2 CPUs and 1-4 GB of memory.
Most web servers ran Apache, which would fork an httpd process for every connection, each of which took a significant amount of memory. This would limit the maximum concurrency to fewer than 100 connections in most cases.
This made it incredibly easy to Slashdot a website just by linking to it from a popular site.
Modern servers
These days, we have servers with 384 CPU threads. Even a small VM can have 16 CPUs. The CPUs and memory are much faster as well.
Most importantly, CGI programs, because they run as separate processes, are excellent at taking advantage of many CPUs!
This got me curious about how fast CGI programs might run on relatively modern hardware. I ran these benchmarks on an older 16-thread AMD 3700X in my server closet.
I might try running them on something really large later.
Benchmarking results
To run a benchmark of CGI on a modern system, I created a little CGI program and ran it under Apache and (just for fun) a custom Go net/http server. I used plow to make concurrent HTTP requests and measure the results.
I haven’t analyzed the results in much detail (I need to go to sleep), but the basic takeaway is that CGI is impressively fast on modern servers.
Using CGI on modest hardware, it’s possible to serve 2400+ requests per second or 200M+ requests per day.
It’s almost never going to be the best choice these days, but it’s definitely viable.
guestbook.cgi
I quickly wrote a little guestbook program that could be used to allow visitors to leave comments at the bottom of a website.
It uses Go with SQLite and is about as simple as it can be while remaining realistic.
The code
I pushed the code and Dockerfiles to GitHub, in case they’re helpful or interesting to anyone else.
https://github.com/Jacob2161/cgi-bin
package main
import (
"database/sql"
"fmt"
"html/template"
"log/slog"
"net/http"
"net/http/cgi"
"os"
_ "github.com/mattn/go-sqlite3"
)
const guestbookHTML = `<!DOCTYPE html><html><head><meta charset="utf-8"><title>Guestbook</title>
<style>body{font-family:sans-serif}form{margin-bottom:2em}textarea{width:100%;height:6em}</style>
</head><body><h2>Guestbook</h2>
<form method="post" action="{{.ScriptURL}}">
<label>Name:<br><input name="name" required></label><br>
<label>Message:<br><textarea name="message" required></textarea></label><br>
<button type="submit">Sign</button></form>
{{range .Entries}}<div><strong>{{.Name}}</strong> <em>{{.Created}}</em><p>{{.Message}}</p></div><hr>{{end}}
</body></html>`
type entry struct {
Name string
Message string
Created string
}
type page struct {
ScriptURL string
Entries []entry
}
const (
databaseFile = "/tmp/guestbook.db"
)
var (
db *sql.DB
templates = template.Must(template.New("page").Parse(guestbookHTML))
)
func main() {
_, err := os.Stat(databaseFile)
createTable := os.IsNotExist(err)
dsn := fmt.Sprintf("file:%s?_journal_mode=WAL&_synchronous=NORMAL&_busy_timeout=5000&_cache_size=10000", databaseFile)
db, err = sql.Open("sqlite3", dsn)
if err != nil {
slog.Error("open database failed", "error", err)
os.Exit(1)
}
db.SetMaxOpenConns(1)
if createTable {
if _, err = db.Exec(`
CREATE TABLE guestbook(
id INTEGER PRIMARY KEY AUTOINCREMENT,
name TEXT NOT NULL,
message TEXT NOT NULL,
created DATETIME DEFAULT CURRENT_TIMESTAMP
);
CREATE INDEX index_guestbook_created ON guestbook(created);
CREATE INDEX index_guestbook_name ON guestbook(name);
CREATE INDEX index_guestbook_message ON guestbook(message);
`); err != nil {
slog.Error("create table failed", "error", err)
os.Exit(1)
}
}
http.HandleFunc("/", func(w http.ResponseWriter, r *http.Request) {
if r.Method == "POST" {
signHandler(w, r)
} else {
listHandler(w, r)
}
})
cgi.Serve(http.DefaultServeMux)
}
func listHandler(w http.ResponseWriter, r *http.Request) {
rows, err := db.Query(`
SELECT
name, message, created
FROM
guestbook
ORDER BY
created DESC
LIMIT
100
`)
if err != nil {
http.Error(w, err.Error(), http.StatusInternalServerError)
return
}
defer rows.Close()
var entries []entry
for rows.Next() {
var e entry
if err = rows.Scan(&e.Name, &e.Message, &e.Created); err != nil {
slog.Error("scan row failed", "error", err)
http.Error(w, err.Error(), http.StatusInternalServerError)
return
}
entries = append(entries, e)
}
if err = rows.Err(); err != nil {
http.Error(w, err.Error(), http.StatusInternalServerError)
return
}
scriptURL := r.URL.RequestURI()
if scriptURL == "" {
scriptURL = os.Getenv("SCRIPT_NAME")
}
data := page{
ScriptURL: scriptURL,
Entries: entries,
}
w.Header().Set("Content-Type", "text/html; charset=utf-8")
if err := templates.Execute(w, data); err != nil {
slog.Error("execute template failed", "error", err)
http.Error(w, err.Error(), http.StatusInternalServerError)
return
}
}
func signHandler(w http.ResponseWriter, r *http.Request) {
if err := r.ParseForm(); err != nil {
http.Error(w, err.Error(), http.StatusBadRequest)
return
}
name, msg := r.Form.Get("name"), r.Form.Get("message")
if name == "" || msg == "" {
http.Redirect(w, r, "/", http.StatusSeeOther)
return
}
if _, err := db.Exec(`
INSERT INTO
guestbook (name, message)
VALUES
(?, ?)
`, name, msg); err != nil {
http.Error(w, err.Error(), http.StatusInternalServerError)
return
}
redirectURL := r.URL.RequestURI()
if redirectURL == "" {
redirectURL = os.Getenv("SCRIPT_NAME")
}
http.Redirect(w, r, redirectURL, http.StatusSeeOther)
}
Benchmarking writes using Apache
jake@lab1:~$ plow \
--method POST \
--body "name=John+Carmack&message=Hello+from+id+software%21" \
--content "application/x-www-form-urlencoded" \
--concurrency 16 \
--requests 100000 \
http://localhost:1111/~jakegold/cgi-bin/guestbook.cgi
Benchmarking http://localhost:1111/~jakegold/cgi-bin/guestbook.cgi with 100000 request(s) using 16 connection(s).
@ Real-time charts is listening on http://[::]:18888
Summary:
Elapsed 40.5s
Count 100000
3xx 100000
RPS 2468.836
Reads 0.509MB/s
Writes 0.494MB/s
Statistics Min Mean StdDev Max
Latency 3.815ms 6.473ms 2.391ms 135.391ms
RPS 1852.4 2468.33 133.46 2555.7
Latency Percentile:
P50 P75 P90 P95 P99 P99.9 P99.99
5.974ms 6.757ms 8.123ms 9.285ms 14.436ms 38.758ms 84.111ms
Latency Histogram:
6.117ms 85451 85.45%
7.311ms 10800 10.80%
9.719ms 2951 2.95%
16.576ms 636 0.64%
32.873ms 121 0.12%
49.686ms 26 0.03%
64.236ms 11 0.01%
98.211ms 4 0.00%
Benchmarking reads using Apache
jake@lab1:~$ plow \
--method GET \
--concurrency 16 \
--requests 100000 \
http://localhost:1111/~jakegold/cgi-bin/guestbook.cgi
Benchmarking http://localhost:1111/~jakegold/cgi-bin/guestbook.cgi with 100000 request(s) using 16 connection(s).
@ Real-time charts is listening on http://[::]:18888
Summary:
Elapsed 51s
Count 100000
2xx 100000
RPS 1959.026
Reads 20.631MB/s
Writes 0.166MB/s
Statistics Min Mean StdDev Max
Latency 4.733ms 8.16ms 1.981ms 31.142ms
RPS 1400.67 1958.64 135.64 2164.44
Latency Percentile:
P50 P75 P90 P95 P99 P99.9 P99.99
7.659ms 8.535ms 9.789ms 13.716ms 15.605ms 17.946ms 22.223ms
Latency Histogram:
7.164ms 52606 52.61%
8.352ms 33022 33.02%
10.08ms 10155 10.16%
14.053ms 3046 3.05%
15.03ms 704 0.70%
15.899ms 365 0.37%
17.223ms 89 0.09%
20.196ms 13 0.01%
Benchmarking writes using Go net/http
jake@lab1:~$ plow \
--method POST \
--body "name=John+Carmack&message=Hello+from+id+software%21" \
--content "application/x-www-form-urlencoded" \
--concurrency 16 \
--requests 100000 \
http://localhost:1111/~jakegold/cgi-bin/guestbook.cgi
Benchmarking http://localhost:1111/~jakegold/cgi-bin/guestbook.cgi with 100000 request(s) using 16 connection(s).
@ Real-time charts is listening on http://[::]:18888
Summary:
Elapsed 36.4s
Count 100000
3xx 100000
RPS 2742.432
Reads 0.437MB/s
Writes 0.549MB/s
Statistics Min Mean StdDev Max
Latency 2.981ms 5.825ms 3.882ms 113.286ms
RPS 2263.09 2741.02 99.4 2819.35
Latency Percentile:
P50 P75 P90 P95 P99 P99.9 P99.99
5.012ms 6.091ms 7.879ms 9.707ms 22.914ms 58.042ms 108.861ms
Latency Histogram:
5.456ms 94833 94.83%
9.474ms 4330 4.33%
21.782ms 627 0.63%
38.597ms 152 0.15%
66.833ms 38 0.04%
97.435ms 13 0.01%
109.886ms 6 0.01%
112.707ms 1 0.00%
Benchmarking reads using Go net/http
jake@lab1:~$ plow \
--method GET \
--concurrency 16 \
--requests 100000 \
http://localhost:1111/~jakegold/cgi-bin/guestbook.cgi
Benchmarking http://localhost:1111/~jakegold/cgi-bin/guestbook.cgi with 100000 request(s) using 16 connection(s).
@ Real-time charts is listening on http://[::]:18888
Summary:
Elapsed 40.4s
Count 100000
2xx 100000
RPS 2469.613
Reads 25.921MB/s
Writes 0.210MB/s
Statistics Min Mean StdDev Max
Latency 3.969ms 6.471ms 1.269ms 27.326ms
RPS 2308.31 2469.49 41.47 2519.05
Latency Percentile:
P50 P75 P90 P95 P99 P99.9 P99.99
6.249ms 7.079ms 8.061ms 8.77ms 10.599ms 14.446ms 20.813ms
Latency Histogram:
6.035ms 71273 71.27%
7.346ms 25248 25.25%
8.528ms 2674 2.67%
10.116ms 655 0.66%
12.33ms 114 0.11%
17.163ms 31 0.03%
22.546ms 4 0.00%
27.326ms 1 0.00%
Links
-
Discuss on Hacker News
-
Find me @jacob.gold on Bluesky