Files
sqlite3/ext/stats/stats_test.go
2023-12-11 14:48:15 +00:00

142 lines
3.0 KiB
Go

package stats_test
import (
"math"
"testing"
"github.com/ncruces/go-sqlite3"
_ "github.com/ncruces/go-sqlite3/embed"
"github.com/ncruces/go-sqlite3/ext/stats"
)
func TestRegister_variance(t *testing.T) {
t.Parallel()
db, err := sqlite3.Open(":memory:")
if err != nil {
t.Fatal(err)
}
defer db.Close()
stats.Register(db)
err = db.Exec(`CREATE TABLE IF NOT EXISTS data (x)`)
if err != nil {
t.Fatal(err)
}
err = db.Exec(`INSERT INTO data (x) VALUES (4), (7.0), ('13'), (NULL), (16)`)
if err != nil {
t.Fatal(err)
}
stmt, _, err := db.Prepare(`
SELECT
sum(x), avg(x),
var_samp(x), var_pop(x),
stddev_samp(x), stddev_pop(x)
FROM data`)
if err != nil {
t.Fatal(err)
}
defer stmt.Close()
if stmt.Step() {
if got := stmt.ColumnFloat(0); got != 40 {
t.Errorf("got %v, want 40", got)
}
if got := stmt.ColumnFloat(1); got != 10 {
t.Errorf("got %v, want 10", got)
}
if got := stmt.ColumnFloat(2); got != 30 {
t.Errorf("got %v, want 30", got)
}
if got := stmt.ColumnFloat(3); got != 22.5 {
t.Errorf("got %v, want 22.5", got)
}
if got := stmt.ColumnFloat(4); got != math.Sqrt(30) {
t.Errorf("got %v, want √30", got)
}
if got := stmt.ColumnFloat(5); got != math.Sqrt(22.5) {
t.Errorf("got %v, want √22.5", got)
}
}
{
stmt, _, err := db.Prepare(`SELECT var_samp(x) OVER (ROWS 1 PRECEDING) FROM data`)
if err != nil {
t.Fatal(err)
}
defer stmt.Close()
want := [...]float64{0, 4.5, 18, 0, 0}
for i := 0; stmt.Step(); i++ {
if got := stmt.ColumnFloat(0); got != want[i] {
t.Errorf("got %v, want %v", got, want[i])
}
if got := stmt.ColumnType(0); (got == sqlite3.FLOAT) != (want[i] != 0) {
t.Errorf("got %v, want %v", got, want[i])
}
}
}
}
func TestRegister_covariance(t *testing.T) {
t.Parallel()
db, err := sqlite3.Open(":memory:")
if err != nil {
t.Fatal(err)
}
defer db.Close()
stats.Register(db)
err = db.Exec(`CREATE TABLE IF NOT EXISTS data (x, y)`)
if err != nil {
t.Fatal(err)
}
err = db.Exec(`INSERT INTO data (x, y) VALUES (3, 70), (5, 80), (2, 60), (7, 90), (4, 75)`)
if err != nil {
t.Fatal(err)
}
stmt, _, err := db.Prepare(`SELECT
corr(x, y), covar_samp(x, y), covar_pop(x, y) FROM data`)
if err != nil {
t.Fatal(err)
}
defer stmt.Close()
if stmt.Step() {
if got := stmt.ColumnFloat(0); got != 0.9881049293224639 {
t.Errorf("got %v, want 0.9881049293224639", got)
}
if got := stmt.ColumnFloat(1); got != 21.25 {
t.Errorf("got %v, want 21.25", got)
}
if got := stmt.ColumnFloat(2); got != 17 {
t.Errorf("got %v, want 17", got)
}
}
{
stmt, _, err := db.Prepare(`SELECT covar_samp(x, y) OVER (ROWS 1 PRECEDING) FROM data`)
if err != nil {
t.Fatal(err)
}
defer stmt.Close()
want := [...]float64{0, 10, 30, 75, 22.5}
for i := 0; stmt.Step(); i++ {
if got := stmt.ColumnFloat(0); got != want[i] {
t.Errorf("got %v, want %v", got, want[i])
}
if got := stmt.ColumnType(0); (got == sqlite3.FLOAT) != (want[i] != 0) {
t.Errorf("got %v, want %v", got, want[i])
}
}
}
}