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chunk_test.go
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chunk_test.go
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// Copyright (c) 2021-2022 Snowflake Computing Inc. All rights reserved.
package gosnowflake
import (
"bytes"
"context"
"database/sql/driver"
"encoding/json"
"fmt"
"io"
"math/rand"
"strings"
"sync"
"testing"
)
func TestBadChunkData(t *testing.T) {
testDecodeErr(t, "")
testDecodeErr(t, "null")
testDecodeErr(t, "42")
testDecodeErr(t, "\"null\"")
testDecodeErr(t, "{}")
testDecodeErr(t, "[[]")
testDecodeErr(t, "[null]")
testDecodeErr(t, `[[hello world]]`)
testDecodeErr(t, `[[""hello world""]]`)
testDecodeErr(t, `[["\"hello world""]]`)
testDecodeErr(t, `[[""hello world\""]]`)
testDecodeErr(t, `[["hello world`)
testDecodeErr(t, `[["hello world"`)
testDecodeErr(t, `[["hello world"]`)
testDecodeErr(t, `[["\uQQQQ"]]`)
for b := byte(0); b < ' '; b++ {
testDecodeErr(t, string([]byte{
'[', '[', '"', b, '"', ']', ']',
}))
}
}
func TestValidChunkData(t *testing.T) {
testDecodeOk(t, "[]")
testDecodeOk(t, "[ ]")
testDecodeOk(t, "[[]]")
testDecodeOk(t, "[ [ ] ]")
testDecodeOk(t, "[[],[],[],[]]")
testDecodeOk(t, "[[] , [] , [], [] ]")
testDecodeOk(t, "[[null]]")
testDecodeOk(t, "[[\n\t\r null]]")
testDecodeOk(t, "[[null,null]]")
testDecodeOk(t, "[[ null , null ]]")
testDecodeOk(t, "[[null],[null],[null]]")
testDecodeOk(t, "[[null],[ null ] , [null]]")
testDecodeOk(t, `[[""]]`)
testDecodeOk(t, `[["false"]]`)
testDecodeOk(t, `[["true"]]`)
testDecodeOk(t, `[["42"]]`)
testDecodeOk(t, `[[""]]`)
testDecodeOk(t, `[["hello"]]`)
testDecodeOk(t, `[["hello world"]]`)
testDecodeOk(t, `[["/ ' \\ \b \t \n \f \r \""]]`)
testDecodeOk(t, `[["❄"]]`)
testDecodeOk(t, `[["\u2744"]]`)
testDecodeOk(t, `[["\uFfFc"]]`) // consume replacement chars
testDecodeOk(t, `[["\ufffd"]]`) // consume replacement chars
testDecodeOk(t, `[["\u0000"]]`) // yes, this is valid
testDecodeOk(t, `[["\uD834\uDD1E"]]`) // surrogate pair
testDecodeOk(t, `[["\uD834\u0000"]]`) // corrupt surrogate pair
testDecodeOk(t, `[["$"]]`) // "$"
testDecodeOk(t, `[["\u0024"]]`) // "$"
testDecodeOk(t, `[["\uC2A2"]]`) // "¢"
testDecodeOk(t, `[["¢"]]`) // "¢"
testDecodeOk(t, `[["\u00E2\u82AC"]]`) // "€"
testDecodeOk(t, `[["€"]]`) // "€"
testDecodeOk(t, `[["\uF090\u8D88"]]`) // "𐍈"
testDecodeOk(t, `[["𐍈"]]`) // "𐍈"
}
func TestSmallBufferChunkData(t *testing.T) {
r := strings.NewReader(`[
[null,"hello world"],
["foo bar", null],
[null, null] ,
["foo bar", "hello world" ]
]`)
lcd := largeChunkDecoder{
r, 0, 0,
0, 0,
make([]byte, 1),
bytes.NewBuffer(make([]byte, defaultStringBufferSize)),
nil,
}
if _, err := lcd.decode(); err != nil {
t.Fatalf("failed with small buffer: %s", err)
}
}
func TestEnsureBytes(t *testing.T) {
// the content here doesn't matter
r := strings.NewReader("0123456789")
lcd := largeChunkDecoder{
r, 0, 0,
3, 8189,
make([]byte, 8192),
bytes.NewBuffer(make([]byte, defaultStringBufferSize)),
nil,
}
lcd.ensureBytes(4)
// we expect the new remainder to be 3 + 10 (length of r)
if lcd.rem != 13 {
t.Fatalf("buffer was not refilled correctly")
}
}
func testDecodeOk(t *testing.T, s string) {
var rows [][]*string
if err := json.Unmarshal([]byte(s), &rows); err != nil {
t.Fatalf("test case is not valid json / [][]*string: %s", s)
}
// NOTE we parse and stringify the expected result to
// remove superficial differences, like whitespace
expect, err := json.Marshal(rows)
if err != nil {
t.Fatalf("unreachable: %s", err)
}
rows, err = decodeLargeChunk(strings.NewReader(s), 0, 0)
if err != nil {
t.Fatalf("expected decode to succeed: %s", err)
}
actual, err := json.Marshal(rows)
if err != nil {
t.Fatalf("json marshal failed: %s", err)
}
if string(actual) != string(expect) {
t.Fatalf(`
result did not match expected result
expect=%s
bytes=(%v)
acutal=%s
bytes=(%v)`,
string(expect), expect,
string(actual), actual,
)
}
}
func testDecodeErr(t *testing.T, s string) {
if _, err := decodeLargeChunk(strings.NewReader(s), 0, 0); err == nil {
t.Fatalf("expected decode to fail for input: %s", s)
}
}
type mockStreamChunkFetcher struct {
chunks map[string][][]*string
}
func (f *mockStreamChunkFetcher) fetch(url string, stream chan<- []*string) error {
for _, row := range f.chunks[url] {
stream <- row
}
return nil
}
func TestStreamChunkDownloaderFirstRows(t *testing.T) {
fetcher := &mockStreamChunkFetcher{}
firstRows := generateStreamChunkRows(10, 4)
downloader := newStreamChunkDownloader(
context.Background(),
fetcher,
int64(len(firstRows)),
[]execResponseRowType{},
firstRows,
[]execResponseChunk{})
if err := downloader.start(); err != nil {
t.Fatalf("chunk download start failed. err: %v", err)
}
for i := 0; i < len(firstRows); i++ {
if !downloader.hasNextResultSet() {
t.Error("failed to retrieve next result set")
}
if err := downloader.nextResultSet(); err != nil {
t.Fatalf("failed to retrieve data. err: %v", err)
}
row, err := downloader.next()
if err != nil {
t.Fatalf("failed to retrieve data. err: %v", err)
}
assertEqualRows(firstRows[i], row)
}
row, err := downloader.next()
if !assertEmptyChunkRow(row) {
t.Fatal("row should be empty")
}
if err != io.EOF {
t.Fatalf("failed to finish getting data. err: %v", err)
}
if downloader.hasNextResultSet() {
t.Error("downloader has next result set. expected none.")
}
if downloader.nextResultSet() != io.EOF {
t.Fatalf("failed to finish getting data. err: %v", err)
}
}
func TestStreamChunkDownloaderChunks(t *testing.T) {
chunks, responseChunks := generateStreamChunkDownloaderChunks([]string{"foo", "bar"}, 4, 4)
fetcher := &mockStreamChunkFetcher{chunks}
firstRows := generateStreamChunkRows(2, 4)
downloader := newStreamChunkDownloader(
context.Background(),
fetcher,
int64(len(firstRows)),
[]execResponseRowType{},
firstRows,
responseChunks)
if err := downloader.start(); err != nil {
t.Fatalf("chunk download start failed. err: %v", err)
}
for i := 0; i < len(firstRows); i++ {
if !downloader.hasNextResultSet() {
t.Error("failed to retrieve next result set")
}
if err := downloader.nextResultSet(); err != nil {
t.Fatalf("failed to retrieve data. err: %v", err)
}
row, err := downloader.next()
if err != nil {
t.Fatalf("failed to retrieve data. err: %v", err)
}
assertEqualRows(firstRows[i], row)
}
for _, chunk := range responseChunks {
for _, chunkRow := range chunks[chunk.URL] {
if !downloader.hasNextResultSet() {
t.Error("failed to retrieve next result set")
}
row, err := downloader.next()
if err != nil {
t.Fatalf("failed to retrieve data. err: %v", err)
}
assertEqualRows(chunkRow, row)
}
}
row, err := downloader.next()
if !assertEmptyChunkRow(row) {
t.Fatal("row should be empty")
}
if err != io.EOF {
t.Fatalf("failed to finish getting data. err: %v", err)
}
if downloader.hasNextResultSet() {
t.Error("downloader has next result set. expected none.")
}
if downloader.nextResultSet() != io.EOF {
t.Fatalf("failed to finish getting data. err: %v", err)
}
}
func TestCopyChunkStream(t *testing.T) {
foo := "foo"
bar := "bar"
r := strings.NewReader(`["foo","bar",null],["bar",null,"foo"],[]`)
c := make(chan []*string, 3)
if err := copyChunkStream(r, c); err != nil {
t.Fatalf("error while copying chunk stream. err: %v", err)
}
assertEqualRows([]*string{&foo, &bar, nil}, <-c)
assertEqualRows([]*string{&bar, nil, &foo}, <-c)
assertEqualRows([]*string{}, <-c)
}
func TestCopyChunkStreamInvalid(t *testing.T) {
var r io.Reader
var c chan []*string
var err error
r = strings.NewReader("oops")
c = make(chan []*string, 1)
if err = copyChunkStream(r, c); err == nil {
t.Fatalf("should fail to retrieve data. err: %v", err)
}
r = strings.NewReader(`[["foo"], ["bar"]]`)
c = make(chan []*string, 1)
if err = copyChunkStream(r, c); err == nil {
t.Fatalf("should fail to retrieve data. err: %v", err)
}
r = strings.NewReader(`{"foo": "bar"}`)
c = make(chan []*string, 1)
if err = copyChunkStream(r, c); err == nil {
t.Fatalf("should fail to retrieve data. err: %v", err)
}
}
func generateStreamChunkDownloaderChunks(urls []string, numRows, numCols int) (map[string][][]*string, []execResponseChunk) {
chunks := map[string][][]*string{}
var responseChunks []execResponseChunk
for _, url := range urls {
rows := generateStreamChunkRows(numRows, numCols)
chunks[url] = rows
responseChunks = append(responseChunks, execResponseChunk{url, len(rows), -1, -1})
}
return chunks, responseChunks
}
func generateStreamChunkRows(numRows, numCols int) [][]*string {
var rows [][]*string
for i := 0; i < numRows; i++ {
var cols []*string
for j := 0; j < numCols; j++ {
col := fmt.Sprintf("%d", rand.Intn(1000))
cols = append(cols, &col)
}
rows = append(rows, cols)
}
return rows
}
func assertEqualRows(expected []*string, actual interface{}) bool {
switch v := actual.(type) {
case chunkRowType:
for i := range expected {
if expected[i] != v.RowSet[i] {
return false
}
}
return len(expected) == len(v.RowSet)
case []*string:
for i := range expected {
if expected[i] != v[i] {
return false
}
}
return len(expected) == len(v)
}
return false
}
func assertEmptyChunkRow(row chunkRowType) bool {
return assertEqualRows(make([]*string, len(row.RowSet)), row)
}
func TestWithStreamDownloader(t *testing.T) {
ctx := WithStreamDownloader(context.Background())
numrows := 100000
cnt := 0
var idx int
var v string
runTests(t, dsn, func(dbt *DBTest) {
dbt.mustExec(forceJSON)
rows := dbt.mustQueryContext(ctx, fmt.Sprintf(selectRandomGenerator, numrows))
defer rows.Close()
// Next() will block and wait until results are available
for rows.Next() {
if err := rows.Scan(&idx, &v); err != nil {
t.Fatal(err)
}
cnt++
}
logger.Infof("NextResultSet: %v", rows.NextResultSet())
if cnt != numrows {
t.Errorf("number of rows didn't match. expected: %v, got: %v", numrows, cnt)
}
})
}
func TestWithArrowBatches(t *testing.T) {
ctx := WithArrowBatches(context.Background())
numrows := 3000 // approximately 6 ArrowBatch objects
config, err := ParseDSN(dsn)
if err != nil {
t.Error(err)
}
sc, err := buildSnowflakeConn(ctx, *config)
if err != nil {
t.Error(err)
}
if err = authenticateWithConfig(sc); err != nil {
t.Error(err)
}
query := fmt.Sprintf(selectRandomGenerator, numrows)
rows, err := sc.QueryContext(ctx, query, []driver.NamedValue{})
if err != nil {
t.Error(err)
}
defer rows.Close()
// getting result batches
batches, err := rows.(*snowflakeRows).GetArrowBatches()
if err != nil {
t.Error(err)
}
numBatches := len(batches)
maxWorkers := 10 // enough for 3000 rows
type count struct {
m sync.Mutex
recVal int
metaVal int
}
cnt := count{recVal: 0}
var wg sync.WaitGroup
chunks := make(chan int, numBatches)
// kicking off download workers - each of which will call fetch on a different result batch
for w := 1; w <= maxWorkers; w++ {
wg.Add(1)
go func(wg *sync.WaitGroup, chunks <-chan int) {
defer wg.Done()
for i := range chunks {
rec, err := batches[i].Fetch()
if err != nil {
t.Error(err)
}
for _, r := range *rec {
cnt.m.Lock()
cnt.recVal += int(r.NumRows())
cnt.m.Unlock()
}
cnt.m.Lock()
cnt.metaVal += batches[i].rowCount
cnt.m.Unlock()
}
}(&wg, chunks)
}
for j := 0; j < numBatches; j++ {
chunks <- j
}
close(chunks)
// wait for workers to finish fetching and check row counts
wg.Wait()
if cnt.recVal != numrows {
t.Errorf("number of rows from records didn't match. expected: %v, got: %v", numrows, cnt.recVal)
}
if cnt.metaVal != numrows {
t.Errorf("number of rows from arrow batch metadata didn't match. expected: %v, got: %v", numrows, cnt.metaVal)
}
}