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package keelsql_test
import (
"errors"
"fmt"
"math/rand"
"sort"
"strings"
"testing"
"github.com/aminyx/keelsql/exec"
"github.com/aminyx/keelsql/types"
)
// The differential test runs thousands of random statements against three
// implementations at once and demands that all three agree:
//
// 1. a keelsql database with a secondary index on k,
// 2. a keelsql database without one,
// 3. a reference model written in plain Go — a map of rows and a
// hand-written predicate evaluator.
//
// The model is the oracle for *what* the answer is. The second database is
// the oracle for the index: any query that the planner answers through the
// index in one database is answered by a full scan in the other, so an
// index entry that was not maintained shows up immediately as a
// disagreement between two engines that share every other line of code.
// ---------------------------------------------------------------------
// the reference model
// ---------------------------------------------------------------------
// refRow mirrors `CREATE TABLE t (id INT PRIMARY KEY, k INT, s TEXT NOT
// NULL, f FLOAT)`. Nullable columns are pointers, so "absent" is a
// different thing from "zero" without any help from keelsql's own types.
type refRow struct {
id int64
k *int64
s string
f *float64
}
type model struct {
rows map[int64]refRow
}
func newModel() *model { return &model{rows: map[int64]refRow{}} }
// sorted returns the rows in primary-key order, which is the order every
// query in this test asks for.
func (m *model) sorted() []refRow {
out := make([]refRow, 0, len(m.rows))
for _, r := range m.rows {
out = append(out, r)
}
sort.Slice(out, func(i, j int) bool { return out[i].id < out[j].id })
return out
}
// tri is a three-valued boolean held as a pointer: nil is UNKNOWN. Writing
// it this way, rather than reusing types.Bool3, keeps the oracle from
// inheriting the bug it is supposed to catch.
type tri = *bool
var (
triTrue = func() tri { b := true; return &b }()
triFalse = func() tri { b := false; return &b }()
)
func triOf(b bool) tri {
if b {
return triTrue
}
return triFalse
}
func triAnd(a, b tri) tri {
if (a != nil && !*a) || (b != nil && !*b) {
return triFalse
}
if a == nil || b == nil {
return nil
}
return triTrue
}
func triOr(a, b tri) tri {
if (a != nil && *a) || (b != nil && *b) {
return triTrue
}
if a == nil || b == nil {
return nil
}
return triFalse
}
func triNot(a tri) tri {
if a == nil {
return nil
}
return triOf(!*a)
}
func triIsTrue(a tri) bool { return a != nil && *a }
// ---------------------------------------------------------------------
// predicates
// ---------------------------------------------------------------------
// A predicate knows how to write itself as SQL and how to decide a model
// row. The two halves are written independently on purpose.
type predicate struct {
sql string
match func(refRow) tri
}
func cmpInt64(a *int64, b int64, op string) tri {
if a == nil {
return nil
}
switch op {
case "=":
return triOf(*a == b)
case "<>":
return triOf(*a != b)
case "<":
return triOf(*a < b)
case "<=":
return triOf(*a <= b)
case ">":
return triOf(*a > b)
case ">=":
return triOf(*a >= b)
}
panic("bad operator " + op)
}
// likePrefix implements the only LIKE shape this test generates: a literal
// prefix followed by '%'.
func likePrefix(s, prefix string) tri { return triOf(strings.HasPrefix(s, prefix)) }
func randomPredicate(rng *rand.Rand) predicate {
x := int64(rng.Intn(60))
y := x + int64(rng.Intn(20))
switch rng.Intn(14) {
case 0:
return predicate{
sql: fmt.Sprintf("id = %d", x),
match: func(r refRow) tri { return cmpInt64(&r.id, x, "=") },
}
case 1:
return predicate{
sql: fmt.Sprintf("id > %d", x),
match: func(r refRow) tri { return cmpInt64(&r.id, x, ">") },
}
case 2:
return predicate{
sql: fmt.Sprintf("id <= %d", x),
match: func(r refRow) tri { return cmpInt64(&r.id, x, "<=") },
}
case 3:
return predicate{
sql: fmt.Sprintf("id BETWEEN %d AND %d", x, y),
match: func(r refRow) tri {
return triAnd(cmpInt64(&r.id, x, ">="), cmpInt64(&r.id, y, "<="))
},
}
case 4:
return predicate{
sql: fmt.Sprintf("k = %d", x),
match: func(r refRow) tri { return cmpInt64(r.k, x, "=") },
}
case 5:
return predicate{
sql: fmt.Sprintf("k > %d", x),
match: func(r refRow) tri { return cmpInt64(r.k, x, ">") },
}
case 6:
return predicate{
sql: fmt.Sprintf("k BETWEEN %d AND %d", x, y),
match: func(r refRow) tri {
return triAnd(cmpInt64(r.k, x, ">="), cmpInt64(r.k, y, "<="))
},
}
case 7:
return predicate{
sql: "k IS NULL",
match: func(r refRow) tri { return triOf(r.k == nil) },
}
case 8:
return predicate{
sql: "k IS NOT NULL",
match: func(r refRow) tri { return triOf(r.k != nil) },
}
case 9:
letter := string(rune('a' + rng.Intn(4)))
return predicate{
sql: fmt.Sprintf("s LIKE '%s%%'", letter),
match: func(r refRow) tri { return likePrefix(r.s, letter) },
}
case 10:
return predicate{
sql: fmt.Sprintf("k IN (%d, %d)", x, y),
match: func(r refRow) tri {
return triOr(cmpInt64(r.k, x, "="), cmpInt64(r.k, y, "="))
},
}
case 11:
return predicate{
sql: fmt.Sprintf("id > %d AND k = %d", x, y),
match: func(r refRow) tri {
return triAnd(cmpInt64(&r.id, x, ">"), cmpInt64(r.k, y, "="))
},
}
case 12:
return predicate{
sql: fmt.Sprintf("id < %d OR k IS NULL", x),
match: func(r refRow) tri {
return triOr(cmpInt64(&r.id, x, "<"), triOf(r.k == nil))
},
}
default:
return predicate{
sql: fmt.Sprintf("NOT (k = %d)", x),
match: func(r refRow) tri { return triNot(cmpInt64(r.k, x, "=")) },
}
}
}
// ---------------------------------------------------------------------
// rendering
// ---------------------------------------------------------------------
// renderRef prints a model row the way keelsql prints a result row. Only
// the formatting is borrowed from types; every decision about which rows
// exist and which values they hold is the model's own.
func renderRef(r refRow) string {
k := types.Null()
if r.k != nil {
k = types.Int(*r.k)
}
f := types.Null()
if r.f != nil {
f = types.Float(*r.f)
}
return strings.Join([]string{
types.Int(r.id).String(), k.String(), types.Text(r.s).String(), f.String(),
}, ",")
}
func renderModel(rows []refRow) string {
out := make([]string, len(rows))
for i, r := range rows {
out[i] = renderRef(r)
}
return strings.Join(out, "|")
}
// ---------------------------------------------------------------------
// the test
// ---------------------------------------------------------------------
const schema = `CREATE TABLE t (id INT PRIMARY KEY, k INT, s TEXT NOT NULL, f FLOAT)`
func TestDifferentialAgainstAReferenceImplementation(t *testing.T) {
operations := 3000
if testing.Short() {
operations = 300
}
indexed := open(t)
plain := open(t)
mustExec(t, indexed, schema)
mustExec(t, indexed, "CREATE INDEX idx_k ON t (k)")
mustExec(t, plain, schema)
ref := newModel()
rng := rand.New(rand.NewSource(20260821))
// bothExec runs a statement on both databases and insists they agree
// about whether it worked and how many rows it touched.
bothExec := func(sql string) (int64, error) {
a, errA := indexed.Exec(sql)
b, errB := plain.Exec(sql)
switch {
case (errA == nil) != (errB == nil):
t.Fatalf("%s\n indexed: %v\n plain: %v", sql, errA, errB)
case errA != nil:
if errA.Error() != errB.Error() {
t.Fatalf("%s\n indexed: %v\n plain: %v", sql, errA, errB)
}
return 0, errA
case a.Affected != b.Affected:
t.Fatalf("%s: indexed changed %d rows, plain changed %d", sql, a.Affected, b.Affected)
}
return a.Affected, nil
}
// bothQuery runs a query on both databases, insists they agree, and
// returns the shared answer for comparison against the model.
bothQuery := func(sql string) string {
a, err := indexed.Exec(sql)
if err != nil {
t.Fatalf("%s (indexed): %v", sql, err)
}
b, err := plain.Exec(sql)
if err != nil {
t.Fatalf("%s (plain): %v", sql, err)
}
gotA, gotB := render(a), render(b)
if gotA != gotB {
t.Fatalf("%s\n through the index: %q\n through a scan: %q", sql, gotA, gotB)
}
return gotA
}
inserts, updates, deletes, selects, rejected := 0, 0, 0, 0, 0
for step := 0; step < operations; step++ {
switch rng.Intn(10) {
case 0, 1, 2, 3, 4: // INSERT
id := int64(rng.Intn(60))
row := refRow{id: id, s: randomText(rng)}
if rng.Intn(4) > 0 {
k := int64(rng.Intn(60))
row.k = &k
}
if rng.Intn(4) > 0 {
f := float64(rng.Intn(200)-100) / 4
row.f = &f
}
sql := fmt.Sprintf("INSERT INTO t VALUES (%d, %s, '%s', %s)",
row.id, sqlInt(row.k), row.s, sqlFloat(row.f))
_, err := bothExec(sql)
if _, exists := ref.rows[id]; exists {
if !errors.Is(err, exec.ErrDuplicateKey) {
t.Fatalf("step %d: %s should have hit a duplicate key, got %v", step, sql, err)
}
rejected++
continue
}
if err != nil {
t.Fatalf("step %d: %s: %v", step, sql, err)
}
ref.rows[id] = row
inserts++
case 5, 6: // UPDATE
p := randomPredicate(rng)
var sql string
var apply func(refRow) refRow
if rng.Intn(2) == 0 {
k := int64(rng.Intn(60))
sql = fmt.Sprintf("UPDATE t SET k = %d WHERE %s", k, p.sql)
apply = func(r refRow) refRow { v := k; r.k = &v; return r }
} else {
sql = fmt.Sprintf("UPDATE t SET k = NULL, s = 'z' WHERE %s", p.sql)
apply = func(r refRow) refRow { r.k = nil; r.s = "z"; return r }
}
affected, err := bothExec(sql)
if err != nil {
t.Fatalf("step %d: %s: %v", step, sql, err)
}
want := int64(0)
for _, r := range ref.sorted() {
if triIsTrue(p.match(r)) {
ref.rows[r.id] = apply(r)
want++
}
}
if affected != want {
t.Fatalf("step %d: %s changed %d rows, the model changed %d", step, sql, affected, want)
}
updates++
case 7: // DELETE
p := randomPredicate(rng)
sql := "DELETE FROM t WHERE " + p.sql
affected, err := bothExec(sql)
if err != nil {
t.Fatalf("step %d: %s: %v", step, sql, err)
}
want := int64(0)
for _, r := range ref.sorted() {
if triIsTrue(p.match(r)) {
delete(ref.rows, r.id)
want++
}
}
if affected != want {
t.Fatalf("step %d: %s removed %d rows, the model removed %d", step, sql, affected, want)
}
deletes++
default: // SELECT
p := randomPredicate(rng)
sql := "SELECT id, k, s, f FROM t WHERE " + p.sql + " ORDER BY id"
got := bothQuery(sql)
var want []refRow
for _, r := range ref.sorted() {
if triIsTrue(p.match(r)) {
want = append(want, r)
}
}
if expected := renderModel(want); got != expected {
t.Fatalf("step %d: %s\n keelsql: %q\n model: %q", step, sql, got, expected)
}
selects++
}
}
// A final full comparison, plus the aggregates, which take a different
// path through the executor than a plain projection does.
if got, want := bothQuery("SELECT id, k, s, f FROM t ORDER BY id"), renderModel(ref.sorted()); got != want {
t.Fatalf("final table differs\n keelsql: %q\n model: %q", got, want)
}
checkAggregates(t, bothQuery, ref)
t.Logf("%d operations: %d inserts (%d rejected as duplicates), %d updates, %d deletes, %d selects; %d rows left",
operations, inserts, rejected, updates, deletes, selects, len(ref.rows))
}
// checkAggregates compares COUNT, SUM, MIN and MAX against the model,
// including their behaviour over NULLs and over an empty table.
func checkAggregates(t *testing.T, ask func(string) string, ref *model) {
t.Helper()
rows := ref.sorted()
count := int64(len(rows))
var sum int64
var nonNull int64
var min, max int64
for _, r := range rows {
if r.k == nil {
continue
}
if nonNull == 0 || *r.k < min {
min = *r.k
}
if nonNull == 0 || *r.k > max {
max = *r.k
}
sum += *r.k
nonNull++
}
if got, want := ask("SELECT COUNT(*) FROM t"), fmt.Sprint(count); got != want {
t.Errorf("COUNT(*) = %s, want %s", got, want)
}
if got, want := ask("SELECT COUNT(k) FROM t"), fmt.Sprint(nonNull); got != want {
t.Errorf("COUNT(k) = %s, want %s", got, want)
}
wantSum, wantMin, wantMax := "NULL", "NULL", "NULL"
if nonNull > 0 {
wantSum, wantMin, wantMax = fmt.Sprint(sum), fmt.Sprint(min), fmt.Sprint(max)
}
if got := ask("SELECT SUM(k) FROM t"); got != wantSum {
t.Errorf("SUM(k) = %s, want %s", got, wantSum)
}
if got := ask("SELECT MIN(k) FROM t"); got != wantMin {
t.Errorf("MIN(k) = %s, want %s", got, wantMin)
}
if got := ask("SELECT MAX(k) FROM t"); got != wantMax {
t.Errorf("MAX(k) = %s, want %s", got, wantMax)
}
// GROUP BY, checked against a model-built histogram.
histogram := map[string]int{}
for _, r := range rows {
key := "NULL"
if r.k != nil {
key = fmt.Sprint(*r.k)
}
histogram[key]++
}
var want []string
keys := make([]string, 0, len(histogram))
for key := range histogram {
keys = append(keys, key)
}
sort.Slice(keys, func(i, j int) bool {
if keys[i] == "NULL" {
return true
}
if keys[j] == "NULL" {
return false
}
return atoi(keys[i]) < atoi(keys[j])
})
for _, key := range keys {
want = append(want, fmt.Sprintf("%s,%d", key, histogram[key]))
}
if got := ask("SELECT k, COUNT(*) FROM t GROUP BY k"); got != strings.Join(want, "|") {
t.Errorf("GROUP BY k\n keelsql: %q\n model: %q", got, strings.Join(want, "|"))
}
}
func atoi(s string) int64 {
var n int64
fmt.Sscanf(s, "%d", &n)
return n
}
func randomText(rng *rand.Rand) string {
letters := "abcd"
n := 1 + rng.Intn(3)
out := make([]byte, n)
for i := range out {
out[i] = letters[rng.Intn(len(letters))]
}
return string(out)
}
func sqlInt(v *int64) string {
if v == nil {
return "NULL"
}
return fmt.Sprint(*v)
}
func sqlFloat(v *float64) string {
if v == nil {
return "NULL"
}
return types.Float(*v).String()
}
// TestDifferentialTransactionRollback is the same idea applied to
// transactions: a rolled-back transaction must leave the database exactly
// where the model says it was.
func TestDifferentialTransactionRollback(t *testing.T) {
db := open(t)
mustExec(t, db, schema)
mustExec(t, db, "CREATE INDEX idx_k ON t (k)")
ref := newModel()
rng := rand.New(rand.NewSource(7))
for i := 0; i < 40; i++ {
row := refRow{id: int64(i), s: randomText(rng)}
k := int64(rng.Intn(20))
row.k = &k
ref.rows[row.id] = row
mustExec(t, db, fmt.Sprintf("INSERT INTO t VALUES (%d, %d, '%s', NULL)", row.id, k, row.s))
}
before := renderModel(ref.sorted())
conn := db.Conn()
if _, err := conn.Exec("BEGIN"); err != nil {
t.Fatal(err)
}
for i := 0; i < 60; i++ {
p := randomPredicate(rng)
var sql string
switch rng.Intn(3) {
case 0:
sql = fmt.Sprintf("UPDATE t SET k = %d WHERE %s", rng.Intn(20), p.sql)
case 1:
sql = "DELETE FROM t WHERE " + p.sql
default:
sql = fmt.Sprintf("INSERT INTO t VALUES (%d, %d, 'x', 1.0)", 100+i, rng.Intn(20))
}
if _, err := conn.Exec(sql); err != nil && !errors.Is(err, exec.ErrDuplicateKey) {
t.Fatalf("%s: %v", sql, err)
}
}
if _, err := conn.Exec("ROLLBACK"); err != nil {
t.Fatal(err)
}
if got := query(t, db, "SELECT id, k, s, f FROM t ORDER BY id"); got != before {
t.Errorf("rollback did not restore the database\n got: %q\n want: %q", got, before)
}
// The index has to be back where it started too.
for i := 0; i < 20; i++ {
sql := fmt.Sprintf("SELECT id FROM t WHERE k = %d ORDER BY id", i)
viaIndex := query(t, db, sql)
var want []string
for _, r := range ref.sorted() {
if r.k != nil && *r.k == int64(i) {
want = append(want, fmt.Sprint(r.id))
}
}
if viaIndex != strings.Join(want, "|") {
t.Errorf("%s\n keelsql: %q\n model: %q", sql, viaIndex, strings.Join(want, "|"))
}
}
}