Files
tidb/pkg/lightning/mydump/csv_parser_test.go

1603 lines
44 KiB
Go

// Copyright 2023 PingCAP, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package mydump_test
import (
"bytes"
"context"
"encoding/csv"
"fmt"
"io"
"os"
"path/filepath"
"strings"
"testing"
"unicode/utf8"
"github.com/pingcap/errors"
"github.com/pingcap/tidb/pkg/lightning/config"
"github.com/pingcap/tidb/pkg/lightning/log"
"github.com/pingcap/tidb/pkg/lightning/mydump"
"github.com/pingcap/tidb/pkg/lightning/worker"
"github.com/pingcap/tidb/pkg/types"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"go.uber.org/zap"
)
var ioWorkersForCSV = worker.NewPool(context.Background(), 5, "test_csv")
func assertPosEqual(t *testing.T, parser mydump.Parser, expectPos, expectRowID int64) {
pos, rowID := parser.Pos()
require.Equal(t, expectPos, pos)
require.Equal(t, expectRowID, rowID)
}
var nullDatum types.Datum
type testCase struct {
input string
expected [][]types.Datum
}
func runTestCasesCSV(t *testing.T, cfg *config.MydumperRuntime, blockBufSize int64, cases []testCase) {
for _, tc := range cases {
charsetConvertor, err := mydump.NewCharsetConvertor(cfg.DataCharacterSet, cfg.DataInvalidCharReplace)
assert.NoError(t, err)
parser, err := mydump.NewCSVParser(context.Background(), &cfg.CSV, mydump.NewStringReader(tc.input), blockBufSize, ioWorkersForCSV, false, charsetConvertor)
assert.NoError(t, err)
for i, row := range tc.expected {
comment := fmt.Sprintf("input = %q, row = %d", tc.input, i+1)
e := parser.ReadRow()
assert.NoErrorf(t, e, "input = %q, row = %d, error = %s", tc.input, i+1, errors.ErrorStack(e))
assert.Equal(t, int64(i)+1, parser.LastRow().RowID, comment)
assert.Equal(t, row, parser.LastRow().Row, comment)
}
assert.ErrorIsf(t, errors.Cause(parser.ReadRow()), io.EOF, "input = %q", tc.input)
}
}
func runFailingTestCasesCSV(t *testing.T, cfg *config.MydumperRuntime, blockBufSize int64, cases []string) {
for _, tc := range cases {
charsetConvertor, err := mydump.NewCharsetConvertor(cfg.DataCharacterSet, cfg.DataInvalidCharReplace)
assert.NoError(t, err)
parser, err := mydump.NewCSVParser(context.Background(), &cfg.CSV, mydump.NewStringReader(tc), blockBufSize, ioWorkersForCSV, false, charsetConvertor)
require.NoError(t, err)
e := parser.ReadRow()
assert.Regexpf(t, "syntax error.*", e.Error(), "input = %q / %s", tc, errors.ErrorStack(e))
}
}
func tpchDatums() [][]types.Datum {
datums := make([][]types.Datum, 0, 3)
datums = append(datums, []types.Datum{
types.NewStringDatum("1"),
types.NewStringDatum("goldenrod lavender spring chocolate lace"),
types.NewStringDatum("Manufacturer#1"),
types.NewStringDatum("Brand#13"),
types.NewStringDatum("PROMO BURNISHED COPPER"),
types.NewStringDatum("7"),
types.NewStringDatum("JUMBO PKG"),
types.NewStringDatum("901.00"),
types.NewStringDatum("ly. slyly ironi"),
})
datums = append(datums, []types.Datum{
types.NewStringDatum("2"),
types.NewStringDatum("blush thistle blue yellow saddle"),
types.NewStringDatum("Manufacturer#1"),
types.NewStringDatum("Brand#13"),
types.NewStringDatum("LARGE BRUSHED BRASS"),
types.NewStringDatum("1"),
types.NewStringDatum("LG CASE"),
types.NewStringDatum("902.00"),
types.NewStringDatum("lar accounts amo"),
})
datums = append(datums, []types.Datum{
types.NewStringDatum("3"),
types.NewStringDatum("spring green yellow purple cornsilk"),
types.NewStringDatum("Manufacturer#4"),
types.NewStringDatum("Brand#42"),
types.NewStringDatum("STANDARD POLISHED BRASS"),
types.NewStringDatum("21"),
types.NewStringDatum("WRAP CASE"),
types.NewStringDatum("903.00"),
types.NewStringDatum("egular deposits hag"),
})
return datums
}
func datumsToString(datums [][]types.Datum, delimitor string, quote string, lastSep bool) string {
var b strings.Builder
doubleQuote := quote + quote
for _, ds := range datums {
for i, d := range ds {
text := d.GetString()
if len(quote) > 0 {
b.WriteString(quote)
b.WriteString(strings.ReplaceAll(text, quote, doubleQuote))
b.WriteString(quote)
} else {
b.WriteString(text)
}
if lastSep || i < len(ds)-1 {
b.WriteString(delimitor)
}
}
b.WriteString("\r\n")
}
return b.String()
}
func TestTPCH(t *testing.T) {
datums := tpchDatums()
input := datumsToString(datums, "|", "", true)
reader := mydump.NewStringReader(input)
cfg := config.CSVConfig{
FieldsTerminatedBy: "|",
FieldsEnclosedBy: "",
TrimLastEmptyField: true,
}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, reader, int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: datums[0],
Length: 116,
}, parser.LastRow())
assertPosEqual(t, parser, 126, 1)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: datums[1],
Length: 104,
}, parser.LastRow())
assertPosEqual(t, parser, 241, 2)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 3,
Row: datums[2],
Length: 117,
}, parser.LastRow())
assertPosEqual(t, parser, 369, 3)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
}
func TestTPCHMultiBytes(t *testing.T) {
datums := tpchDatums()
sepsAndQuotes := [][2]string{
{",", ""},
{"\000", ""},
{",", ""},
{"🤔", ""},
{",", "。"},
{"||", ""},
{"|+|", ""},
{"##", ""},
{",", "'"},
{",", `"`},
{"🤔", `''`},
{"🤔", `"'`},
{"🤔", `"'`},
{"🤔", "🌚"}, // this two emoji have same prefix bytes
{"##", "#-"},
{"\\s", "\\q"},
{",", "1"},
{",", "ac"},
}
for _, SepAndQuote := range sepsAndQuotes {
inputStr := datumsToString(datums, SepAndQuote[0], SepAndQuote[1], false)
// extract all index in the middle of '\r\n' from the inputStr.
// they indicate where the parser stops after reading one row.
// should be equals to the number of datums.
var allExpectedParserPos []int
for {
last := 0
if len(allExpectedParserPos) > 0 {
last = allExpectedParserPos[len(allExpectedParserPos)-1]
}
pos := strings.IndexByte(inputStr[last:], '\r')
if pos < 0 {
break
}
allExpectedParserPos = append(allExpectedParserPos, last+pos+1)
}
require.Len(t, allExpectedParserPos, len(datums))
cfg := config.CSVConfig{
FieldsTerminatedBy: SepAndQuote[0],
FieldsEnclosedBy: SepAndQuote[1],
TrimLastEmptyField: false,
}
reader := mydump.NewStringReader(inputStr)
parser, err := mydump.NewCSVParser(context.Background(), &cfg, reader, int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
for i, expectedParserPos := range allExpectedParserPos {
require.Nil(t, parser.ReadRow())
require.Equal(t, int64(i+1), parser.LastRow().RowID)
require.Equal(t, datums[i], parser.LastRow().Row)
assertPosEqual(t, parser, int64(expectedParserPos), int64(i+1))
}
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
}
}
func TestRFC4180(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
}
// example 1, trailing new lines
parser, err := mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader("aaa,bbb,ccc\nzzz,yyy,xxx\n"), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("aaa"),
types.NewStringDatum("bbb"),
types.NewStringDatum("ccc"),
},
Length: 9,
}, parser.LastRow())
assertPosEqual(t, parser, 12, 1)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{
types.NewStringDatum("zzz"),
types.NewStringDatum("yyy"),
types.NewStringDatum("xxx"),
},
Length: 9,
}, parser.LastRow())
assertPosEqual(t, parser, 24, 2)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
// example 2, no trailing new lines
parser, err = mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader("aaa,bbb,ccc\nzzz,yyy,xxx"), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("aaa"),
types.NewStringDatum("bbb"),
types.NewStringDatum("ccc"),
},
Length: 9,
}, parser.LastRow())
assertPosEqual(t, parser, 12, 1)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{
types.NewStringDatum("zzz"),
types.NewStringDatum("yyy"),
types.NewStringDatum("xxx"),
},
Length: 9,
}, parser.LastRow())
assertPosEqual(t, parser, 23, 2)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
// example 5, quoted fields
parser, err = mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(`"aaa","bbb","ccc"`+"\nzzz,yyy,xxx"), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("aaa"),
types.NewStringDatum("bbb"),
types.NewStringDatum("ccc"),
},
Length: 9,
}, parser.LastRow())
assertPosEqual(t, parser, 18, 1)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{
types.NewStringDatum("zzz"),
types.NewStringDatum("yyy"),
types.NewStringDatum("xxx"),
},
Length: 9,
}, parser.LastRow())
assertPosEqual(t, parser, 29, 2)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
// example 6, line breaks within fields
parser, err = mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(`"aaa","b
bb","ccc"
zzz,yyy,xxx`), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("aaa"),
types.NewStringDatum("b\nbb"),
types.NewStringDatum("ccc"),
},
Length: 10,
}, parser.LastRow())
assertPosEqual(t, parser, 19, 1)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{
types.NewStringDatum("zzz"),
types.NewStringDatum("yyy"),
types.NewStringDatum("xxx"),
},
Length: 9,
}, parser.LastRow())
assertPosEqual(t, parser, 30, 2)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
// example 7, quote escaping
parser, err = mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(`"aaa","b""bb","ccc"`), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("aaa"),
types.NewStringDatum("b\"bb"),
types.NewStringDatum("ccc"),
},
Length: 10,
}, parser.LastRow())
assertPosEqual(t, parser, 19, 1)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
}
func TestMySQL(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
LinesTerminatedBy: "\n",
FieldsEscapedBy: `\`,
NotNull: false,
FieldNullDefinedBy: []string{`\N`},
}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(`"\"","\\","\?"
"\
",\N,\\N`), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.NoError(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum(`"`),
types.NewStringDatum(`\`),
types.NewStringDatum("?"),
},
Length: 6,
}, parser.LastRow())
assertPosEqual(t, parser, 15, 1)
require.NoError(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{
types.NewStringDatum("\n"),
nullDatum,
types.NewStringDatum(`\N`),
},
Length: 7,
}, parser.LastRow())
assertPosEqual(t, parser, 26, 2)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
parser, err = mydump.NewCSVParser(
context.Background(), &cfg,
mydump.NewStringReader(`"\0\b\n\r\t\Z\\\ \c\'\""`),
int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.NoError(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum(string([]byte{0, '\b', '\n', '\r', '\t', 26, '\\', ' ', ' ', 'c', '\'', '"'})),
},
Length: 23,
}, parser.LastRow())
cfg.UnescapedQuote = true
parser, err = mydump.NewCSVParser(
context.Background(), &cfg,
mydump.NewStringReader(`3,"a string containing a " quote",102.20
`),
int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.NoError(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("3"),
types.NewStringDatum(`a string containing a " quote`),
types.NewStringDatum("102.20"),
},
Length: 36,
}, parser.LastRow())
parser, err = mydump.NewCSVParser(
context.Background(), &cfg,
mydump.NewStringReader(`3,"a string containing a " quote","102.20"`),
int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.NoError(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("3"),
types.NewStringDatum(`a string containing a " quote`),
types.NewStringDatum("102.20"),
},
Length: 36,
}, parser.LastRow())
parser, err = mydump.NewCSVParser(
context.Background(), &cfg,
mydump.NewStringReader(`"a"b",c"d"e`),
int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.NoError(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum(`a"b`),
types.NewStringDatum(`c"d"e`),
},
Length: 8,
}, parser.LastRow())
}
func TestCustomEscapeChar(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
FieldsEscapedBy: `!`,
NotNull: false,
FieldNullDefinedBy: []string{`!N`},
}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(`"!"","!!","!\"
"!
",!N,!!N`), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum(`"`),
types.NewStringDatum(`!`),
types.NewStringDatum(`\`),
},
Length: 6,
}, parser.LastRow())
assertPosEqual(t, parser, 15, 1)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{
types.NewStringDatum("\n"),
nullDatum,
types.NewStringDatum(`!N`),
},
Length: 7,
}, parser.LastRow())
assertPosEqual(t, parser, 26, 2)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
cfg = config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
FieldsEscapedBy: ``,
NotNull: false,
FieldNullDefinedBy: []string{`NULL`},
}
parser, err = mydump.NewCSVParser(
context.Background(), &cfg,
mydump.NewStringReader(`"{""itemRangeType"":0,""itemContainType"":0,""shopRangeType"":1,""shopJson"":""[{\""id\"":\""A1234\"",\""shopName\"":\""AAAAAA\""}]""}"`),
int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum(`{"itemRangeType":0,"itemContainType":0,"shopRangeType":1,"shopJson":"[{\"id\":\"A1234\",\"shopName\":\"AAAAAA\"}]"}`),
},
Length: 115,
}, parser.LastRow())
}
func TestSyntaxErrorCSV(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
FieldsEscapedBy: `\`,
},
}
inputs := []string{
`"???`,
`\`,
`"\`,
`0"`,
`0\`,
"\"\v",
`"""`,
"\"\r",
"\"\x01",
}
runFailingTestCasesCSV(t, &cfg, int64(config.ReadBlockSize), inputs)
cfg.CSV.FieldsEscapedBy = ""
runFailingTestCasesCSV(t, &cfg, int64(config.ReadBlockSize), []string{`"\`})
}
func TestTSV(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: "\t",
FieldsEnclosedBy: "",
BackslashEscape: false,
NotNull: false,
FieldNullDefinedBy: []string{""},
Header: true,
HeaderSchemaMatch: true,
}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(`a b c d e f
0 foo 0000-00-00
0 foo 0000-00-00
0 abc def ghi bar 1999-12-31`), int64(config.ReadBlockSize), ioWorkersForCSV, true, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("0"),
nullDatum,
nullDatum,
nullDatum,
types.NewStringDatum("foo"),
types.NewStringDatum("0000-00-00"),
},
Length: 14,
}, parser.LastRow())
assertPosEqual(t, parser, 32, 1)
require.Equal(t, []string{"a", "b", "c", "d", "e", "f"}, parser.Columns())
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{
types.NewStringDatum("0"),
nullDatum,
nullDatum,
nullDatum,
types.NewStringDatum("foo"),
types.NewStringDatum("0000-00-00"),
},
Length: 14,
}, parser.LastRow())
assertPosEqual(t, parser, 52, 2)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 3,
Row: []types.Datum{
types.NewStringDatum("0"),
types.NewStringDatum("abc"),
types.NewStringDatum("def"),
types.NewStringDatum("ghi"),
types.NewStringDatum("bar"),
types.NewStringDatum("1999-12-31"),
},
Length: 23,
}, parser.LastRow())
assertPosEqual(t, parser, 80, 3)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
}
func TestCsvWithWhiteSpaceLine(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
FieldNullDefinedBy: []string{""},
}
data := " \r\n\r\n0,,abc\r\n \r\n123,1999-12-31,test\r\n"
parser, err := mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(data), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("0"),
nullDatum,
types.NewStringDatum("abc"),
},
Length: 4,
}, parser.LastRow())
assertPosEqual(t, parser, 12, 1)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{
types.NewStringDatum("123"),
types.NewStringDatum("1999-12-31"),
types.NewStringDatum("test"),
},
Length: 17,
}, parser.LastRow())
require.Nil(t, parser.Close())
cfg.Header = true
cfg.HeaderSchemaMatch = true
data = " \r\na,b,c\r\n0,,abc\r\n"
parser, err = mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(data), int64(config.ReadBlockSize), ioWorkersForCSV, true, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, []string{"a", "b", "c"}, parser.Columns())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum("0"),
nullDatum,
types.NewStringDatum("abc"),
},
Length: 4,
}, parser.LastRow())
assertPosEqual(t, parser, 17, 1)
require.Nil(t, parser.Close())
}
func TestEmpty(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(""), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
// Try again with headers.
cfg.Header = true
cfg.HeaderSchemaMatch = true
parser, err = mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(""), int64(config.ReadBlockSize), ioWorkersForCSV, true, nil)
require.NoError(t, err)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
parser, err = mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader("h\n"), int64(config.ReadBlockSize), ioWorkersForCSV, true, nil)
require.NoError(t, err)
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
}
func TestCRLF(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader("a\rb\r\nc\n\n\n\nd"), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{types.NewStringDatum("a")},
Length: 1,
}, parser.LastRow())
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 2,
Row: []types.Datum{types.NewStringDatum("b")},
Length: 1,
}, parser.LastRow())
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 3,
Row: []types.Datum{types.NewStringDatum("c")},
Length: 1,
}, parser.LastRow())
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 4,
Row: []types.Datum{types.NewStringDatum("d")},
Length: 1,
}, parser.LastRow())
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
}
func TestQuotedSeparator(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, mydump.NewStringReader(`",",','`), int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Nil(t, parser.ReadRow())
require.Equal(t, mydump.Row{
RowID: 1,
Row: []types.Datum{
types.NewStringDatum(","),
types.NewStringDatum("'"),
types.NewStringDatum("'"),
},
Length: 3,
}, parser.LastRow())
require.ErrorIs(t, errors.Cause(parser.ReadRow()), io.EOF)
}
func TestConsecutiveFields(t *testing.T) {
// Note: the behavior of reading `"xxx"yyy` here is undefined in RFC 4180.
// Python's CSV module returns `xxxyyy`.
// Rust's CSV package returns `xxxyyy`.
// Go's CSV package returns a parse error.
// NPM's CSV package returns a parse error.
// MySQL's LOAD DATA statement returns `"xxx"yyy` as-is.
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
},
}
testCases := []string{
`"x"?`,
"\"\"\x01",
"\"\"\v",
`abc""`,
}
runFailingTestCasesCSV(t, &cfg, int64(config.ReadBlockSize), testCases)
cfg.CSV.FieldsEnclosedBy = "|+|"
runFailingTestCasesCSV(t, &cfg, int64(config.ReadBlockSize), []string{
"abc|1|+||+|\r\n",
})
}
func TestTooLargeRow(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
},
}
bak := mydump.LargestEntryLimit
t.Cleanup(func() {
mydump.LargestEntryLimit = bak
})
mydump.LargestEntryLimit = 1024
t.Run("too long field", func(t *testing.T) {
var dataBuf bytes.Buffer
dataBuf.WriteString("a,b,c,d")
for range mydump.LargestEntryLimit {
dataBuf.WriteByte('d')
}
require.Greater(t, dataBuf.Len(), mydump.LargestEntryLimit)
charsetConvertor, err := mydump.NewCharsetConvertor(cfg.DataCharacterSet, cfg.DataInvalidCharReplace)
require.NoError(t, err)
parser, err := mydump.NewCSVParser(context.Background(), &cfg.CSV, mydump.NewStringReader(dataBuf.String()), int64(config.ReadBlockSize), ioWorkersForCSV, false, charsetConvertor)
require.NoError(t, err)
e := parser.ReadRow()
require.Error(t, e)
require.Contains(t, e.Error(), "size of row cannot exceed the max value of txn-entry-size-limit")
})
t.Run("too long field with header", func(t *testing.T) {
var dataBuf bytes.Buffer
dataBuf.WriteString("c1,c2,c3,c4\na,b,c,d")
for range mydump.LargestEntryLimit {
dataBuf.WriteByte('d')
}
require.Greater(t, dataBuf.Len(), mydump.LargestEntryLimit)
charsetConvertor, err := mydump.NewCharsetConvertor(cfg.DataCharacterSet, cfg.DataInvalidCharReplace)
require.NoError(t, err)
parser, err := mydump.NewCSVParser(context.Background(), &cfg.CSV, mydump.NewStringReader(dataBuf.String()), int64(config.ReadBlockSize), ioWorkersForCSV, true, charsetConvertor)
require.NoError(t, err)
e := parser.ReadRow()
require.Error(t, e)
require.Contains(t, e.Error(), "size of row cannot exceed the max value of txn-entry-size-limit")
})
t.Run("field is short, but whole row too long", func(t *testing.T) {
var dataBuf bytes.Buffer
for i := range 16 {
if i > 0 {
dataBuf.WriteByte(',')
}
for range mydump.LargestEntryLimit / 16 {
dataBuf.WriteByte('d')
}
}
for range mydump.LargestEntryLimit - dataBuf.Len() + 16 {
dataBuf.WriteByte('d')
}
require.Greater(t, dataBuf.Len(), mydump.LargestEntryLimit)
charsetConvertor, err := mydump.NewCharsetConvertor(cfg.DataCharacterSet, cfg.DataInvalidCharReplace)
require.NoError(t, err)
parser, err := mydump.NewCSVParser(context.Background(), &cfg.CSV, mydump.NewStringReader(dataBuf.String()), int64(config.ReadBlockSize), ioWorkersForCSV, false, charsetConvertor)
require.NoError(t, err)
e := parser.ReadRow()
require.Error(t, e)
require.Contains(t, e.Error(), "size of row cannot exceed the max value of txn-entry-size-limit")
})
}
func TestSpecialChars(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{FieldsTerminatedBy: ",", FieldsEnclosedBy: `"`},
}
testCases := []testCase{
{
input: "\x00",
expected: [][]types.Datum{{types.NewStringDatum("\x00")}},
},
{
input: `0\`,
expected: [][]types.Datum{{types.NewStringDatum(`0\`)}},
},
{
input: `\`,
expected: [][]types.Datum{{types.NewStringDatum(`\`)}},
},
{
input: "0\v",
expected: [][]types.Datum{{types.NewStringDatum("0\v")}},
},
{
input: "0\x00",
expected: [][]types.Datum{{types.NewStringDatum("0\x00")}},
},
{
input: "\n\r",
expected: [][]types.Datum{},
},
{
input: `"""",0`,
expected: [][]types.Datum{{types.NewStringDatum(`"`), types.NewStringDatum(`0`)}},
},
}
runTestCasesCSV(t, &cfg, int64(config.ReadBlockSize), testCases)
}
func TestContinuationCSV(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
FieldsEscapedBy: `\`,
TrimLastEmptyField: true,
},
}
testCases := []testCase{
{
input: `"abcdef",\njklm,nop` + "\r\n" + `"""""","\n",a,`,
expected: [][]types.Datum{
{
types.NewStringDatum("abcdef"),
types.NewStringDatum("\njklm"),
types.NewStringDatum("nop"),
},
{
types.NewStringDatum(`""`),
types.NewStringDatum("\n"),
types.NewStringDatum("a"),
},
},
},
{
input: `"VzMXdTXsLbiIqTYQlwPSudocNPKVsAqXgnuvupXEzlxkaFpBtHNDyoVEydoEgdnhsygaNHLpMTdEkpkrkNdzVjCbSoXvUqwoVaca"`,
expected: [][]types.Datum{{types.NewStringDatum("VzMXdTXsLbiIqTYQlwPSudocNPKVsAqXgnuvupXEzlxkaFpBtHNDyoVEydoEgdnhsygaNHLpMTdEkpkrkNdzVjCbSoXvUqwoVaca")}},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
}
func TestBackslashAsSep(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: `\`,
FieldsEnclosedBy: `"`,
FieldNullDefinedBy: []string{""},
},
}
testCases := []testCase{
{
input: `0\`,
expected: [][]types.Datum{{types.NewStringDatum("0"), nullDatum}},
},
{
input: `\`,
expected: [][]types.Datum{{nullDatum, nullDatum}},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
failingInputs := []string{
`"\`,
}
runFailingTestCasesCSV(t, &cfg, 1, failingInputs)
}
func TestBackslashAsDelim(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `\`,
FieldNullDefinedBy: []string{""},
},
}
testCases := []testCase{
{
input: `\\`,
expected: [][]types.Datum{{nullDatum}},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
failingInputs := []string{
`"\`,
}
runFailingTestCasesCSV(t, &cfg, 1, failingInputs)
cfg = config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `\`,
FieldNullDefinedBy: []string{""},
QuotedNullIsText: true,
},
}
testCases = []testCase{
{
input: `\\`,
expected: [][]types.Datum{{types.NewStringDatum("")}},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
}
// errorReader implements the Reader interface which always returns an error.
type errorReader struct{}
func (*errorReader) Read(p []byte) (int, error) {
return 0, errors.New("fake read error")
}
func (*errorReader) Seek(offset int64, whence int) (int64, error) {
return 0, errors.New("fake seek error")
}
func (*errorReader) Close() error {
return errors.New("fake close error")
}
func TestReadError(t *testing.T) {
cfg := config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, &errorReader{}, int64(config.ReadBlockSize), ioWorkersForCSV, false, nil)
require.NoError(t, err)
require.Regexp(t, "fake read error", parser.ReadRow().Error())
}
// TestSyntaxErrorLog checks that a syntax error won't dump huge strings into the log.
func TestSyntaxErrorLog(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: "\t",
FieldsEnclosedBy: "'",
},
}
tc := mydump.NewStringReader("x'" + strings.Repeat("y", 50000))
parser, err := mydump.NewCSVParser(context.Background(), &cfg.CSV, tc, 50000, ioWorkersForCSV, false, nil)
require.NoError(t, err)
logger, buffer := log.MakeTestLogger()
parser.SetLogger(logger)
require.Regexp(t, "syntax error.*", parser.ReadRow().Error())
require.Nil(t, logger.Sync())
require.Equal(t,
`{"$lvl":"ERROR","$msg":"syntax error","pos":2,"content":"`+strings.Repeat("y", 256)+`"}`,
buffer.Stripped(),
)
}
// TestTrimLastSep checks that set `TrimLastEmptyField` to true trim only the last empty filed.
func TestTrimLastSep(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
TrimLastEmptyField: true,
},
}
parser, err := mydump.NewCSVParser(
context.Background(),
&cfg.CSV,
mydump.NewStringReader("123,456,789,\r\na,b,,\r\n,,,\r\n\"a\",\"\",\"\",\r\n"),
int64(config.ReadBlockSize),
ioWorkersForCSV,
false,
nil,
)
require.NoError(t, err)
for range 4 {
require.Nil(t, parser.ReadRow())
require.Len(t, parser.LastRow().Row, 3)
}
}
// TestTerminator checks for customized terminators.
func TestTerminator(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: "|+|",
LinesTerminatedBy: "|+|\n",
},
}
testCases := []testCase{
{
input: "5|+|abc\ndef\nghi|+|6|+|\n7|+|xy|+z|+|8|+|\n",
expected: [][]types.Datum{
{types.NewStringDatum("5"), types.NewStringDatum("abc\ndef\nghi"), types.NewStringDatum("6")},
{types.NewStringDatum("7"), types.NewStringDatum("xy|+z"), types.NewStringDatum("8")},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
cfg.CSV.FieldsEnclosedBy = "|+>"
testCases = []testCase{
{
input: "xyz|+|+>|+|\n|+>|+|\n|+>|+|\r|+|\n",
expected: [][]types.Datum{
{types.NewStringDatum("xyz"), types.NewStringDatum("+>")},
{types.NewStringDatum("|+|\n"), types.NewStringDatum("\r")},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
}
func TestReadUntilTerminator(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: "#",
LinesTerminatedBy: "#\n",
},
}
parser, err := mydump.NewCSVParser(
context.Background(),
&cfg.CSV,
mydump.NewStringReader("xxx1#2#3#4#\n56#78"),
int64(config.ReadBlockSize),
ioWorkersForCSV,
false,
nil,
)
require.NoError(t, err)
content, idx, err := parser.ReadUntilTerminator()
require.NoError(t, err)
require.Equal(t, "xxx1#2#3#4#\n", string(content))
require.Equal(t, int64(12), idx)
content, idx, err = parser.ReadUntilTerminator()
require.ErrorIs(t, err, io.EOF)
require.Equal(t, "56#78", string(content))
require.Equal(t, int64(17), idx)
}
func TestNULL(t *testing.T) {
// https://dev.mysql.com/doc/refman/8.0/en/load-data.html
// - For the default FIELDS and LINES values, NULL is written as a field value of \N for output, and a field value of \N is read as NULL for input (assuming that the ESCAPED BY character is \).
// - If FIELDS ENCLOSED BY is not empty, a field containing the literal word NULL as its value is read as a NULL value. This differs from the word NULL enclosed within FIELDS ENCLOSED BY characters, which is read as the string 'NULL'.
// - If FIELDS ESCAPED BY is empty, NULL is written as the word NULL.
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
LinesTerminatedBy: "\n",
FieldNullDefinedBy: []string{`\N`, `NULL`},
FieldsEscapedBy: `\`,
QuotedNullIsText: true,
},
}
testCases := []testCase{
{
input: `NULL,"NULL"
\N,"\N"
\\N,"\\N"`,
expected: [][]types.Datum{
{nullDatum, types.NewStringDatum("NULL")},
{nullDatum, nullDatum},
{types.NewStringDatum(`\N`), types.NewStringDatum(`\N`)},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
cfg = config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: ``,
LinesTerminatedBy: "\n",
FieldNullDefinedBy: []string{`\N`},
FieldsEscapedBy: `\`,
},
}
testCases = []testCase{
{
input: `NULL,"NULL"
\N,"\N"
\\N,"\\N"`,
expected: [][]types.Datum{
{types.NewStringDatum("NULL"), types.NewStringDatum(`"NULL"`)},
{nullDatum, types.NewStringDatum(`"N"`)},
{types.NewStringDatum(`\N`), types.NewStringDatum(`"\N"`)},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
cfg = config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: ``,
LinesTerminatedBy: "\n",
FieldNullDefinedBy: []string{`\N`},
FieldsEscapedBy: `\`,
},
}
testCases = []testCase{
{
input: `NULL,"NULL"
\N,"\N"
\\N,"\\N"`,
expected: [][]types.Datum{
{types.NewStringDatum("NULL"), types.NewStringDatum(`"NULL"`)},
{nullDatum, types.NewStringDatum(`"N"`)},
{types.NewStringDatum(`\N`), types.NewStringDatum(`"\N"`)},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
cfg = config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
LinesTerminatedBy: "\n",
FieldNullDefinedBy: []string{`NULL`},
FieldsEscapedBy: ``,
QuotedNullIsText: true,
},
}
testCases = []testCase{
{
input: `NULL,"NULL"
\N,"\N"
\\N,"\\N"`,
expected: [][]types.Datum{
{nullDatum, types.NewStringDatum(`NULL`)},
{types.NewStringDatum(`\N`), types.NewStringDatum(`\N`)},
{types.NewStringDatum(`\\N`), types.NewStringDatum(`\\N`)},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
}
func TestStartingBy(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
LinesTerminatedBy: "\n",
LinesStartingBy: "xxx",
},
}
testCases := []testCase{
{
input: `xxx"abc",1
something xxx"def",2
"ghi",3`,
expected: [][]types.Datum{
{types.NewStringDatum("abc"), types.NewStringDatum("1")},
{types.NewStringDatum("def"), types.NewStringDatum("2")},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
testCases = []testCase{
{
input: `xxxabc,1
something xxxdef,2
ghi,3
"bad syntax"aaa`,
expected: [][]types.Datum{
{types.NewStringDatum("abc"), types.NewStringDatum("1")},
{types.NewStringDatum("def"), types.NewStringDatum("2")},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
// test that special characters appears before LinesStartingBy, and LinesStartingBy only takes effect after once
testCases = []testCase{
{
input: `xxx"abc",1
something xxxdef,2
"ghi",3
"yyy"xxx"yyy",4
"yyy",5,xxxyyy,5
qwe,zzzxxxyyy,6
"yyyxxx"yyyxxx",7
yyy",5,xxxxxx,8
`,
expected: [][]types.Datum{
{types.NewStringDatum("abc"), types.NewStringDatum("1")},
{types.NewStringDatum("def"), types.NewStringDatum("2")},
{types.NewStringDatum("yyy"), types.NewStringDatum("4")},
{types.NewStringDatum("yyy"), types.NewStringDatum("5")},
{types.NewStringDatum("yyy"), types.NewStringDatum("6")},
{types.NewStringDatum("yyyxxx"), types.NewStringDatum("7")},
{types.NewStringDatum("xxx"), types.NewStringDatum("8")},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
// test LinesStartingBy contains special characters
cfg = config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
LinesTerminatedBy: "\n",
LinesStartingBy: "x,xx",
},
}
testCases = []testCase{
{
input: `x,xx"abc",1
something x,xxdef,2
"ghi",3
"yyy"xxx"yyy",4
"yyy",5,xxxyyy,5
qwe,zzzxxxyyy,6
"yyyxxx"yyyxxx",7
yyy",5,xx,xxxx,8`,
expected: [][]types.Datum{
{types.NewStringDatum("abc"), types.NewStringDatum("1")},
{types.NewStringDatum("def"), types.NewStringDatum("2")},
{types.NewStringDatum("xx"), types.NewStringDatum("8")},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
cfg = config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
LinesTerminatedBy: "\n",
LinesStartingBy: `x"xx`,
},
}
testCases = []testCase{
{
input: `x"xx"abc",1
something x"xxdef,2
"ghi",3
"yyy"xxx"yyy",4
"yyy",5,xxxyyy,5
qwe,zzzxxxyyy,6
"yyyxxx"yyyxxx",7
yyy",5,xx"xxxx,8
`,
expected: [][]types.Datum{
{types.NewStringDatum("abc"), types.NewStringDatum("1")},
{types.NewStringDatum("def"), types.NewStringDatum("2")},
{types.NewStringDatum("xx"), types.NewStringDatum("8")},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
cfg = config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
LinesTerminatedBy: "\n",
LinesStartingBy: "x\nxx",
},
}
_, err := mydump.NewCSVParser(context.Background(), &cfg.CSV, nil, 1, ioWorkersForCSV, false, nil)
require.ErrorContains(t, err, "STARTING BY 'x\nxx' cannot contain LINES TERMINATED BY '\n'")
}
func TestCharsetConversion(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
LinesTerminatedBy: "。\n",
},
DataCharacterSet: "gb18030",
DataInvalidCharReplace: string(utf8.RuneError),
}
charsetConvertor, err := mydump.NewCharsetConvertor(cfg.DataCharacterSet, cfg.DataInvalidCharReplace)
require.NoError(t, err)
originalInputPart1 := `不要温驯地走进那个良夜,老年应当在日暮时燃烧咆哮,怒斥,怒斥光明的消逝。
`
originalInputPart2 := `虽然智慧的人临终时懂得黑暗有理,因为他们的话没有迸发出闪电,他们也并不温驯地走进那个良夜。
`
// Insert an invalid char to test DataInvalidCharReplace.
rawInput, err := charsetConvertor.Encode(originalInputPart1 + string([]byte{0x99}) + originalInputPart2)
require.NoError(t, err)
testCases := []testCase{
{
input: rawInput,
expected: [][]types.Datum{
{types.NewStringDatum("不要温驯地走进那个良夜"),
types.NewStringDatum("老年应当在日暮时燃烧咆哮"),
types.NewStringDatum("怒斥"),
types.NewStringDatum("怒斥光明的消逝")},
{types.NewStringDatum(cfg.DataInvalidCharReplace + "虽然智慧的人临终时懂得黑暗有理"),
types.NewStringDatum("因为他们的话没有迸发出闪电"),
types.NewStringDatum("他们也并不温驯地走进那个良夜")},
},
},
}
runTestCasesCSV(t, &cfg, 1, testCases)
}
// Run `go test github.com/pingcap/pkg/lightning/mydump -check.b -check.bmem -test.v` to get benchmark result.
// Please ensure your temporary storage has (c.N / 2) KiB of free space.
type benchCSVParserSuite struct {
csvPath string
ioWorkers *worker.Pool
}
func newBenchCSVParserSuite(b *testing.B) *benchCSVParserSuite {
var s benchCSVParserSuite
s.ioWorkers = worker.NewPool(context.Background(), 5, "bench_csv")
dir := b.TempDir()
s.csvPath = filepath.Join(dir, "input.csv")
file, err := os.Create(s.csvPath)
require.NoError(b, err)
defer func() {
require.NoError(b, file.Close())
}()
for i := 0; i < b.N; i++ {
_, err = file.WriteString("18,1,1,0.3650,GC,BARBARBAR,rw9AOV1AjoI1,50000.00,-10.00,10.00,1,1,djj3Q2XaIPoYVy1FuF,gc80Q2o82Au3C9xv,PYOolSxG3w,DI,265111111,7586538936787184,2020-02-26 20:06:00.193,OE,YCkSPBVqoJ2V5F8zWs87V5XzbaIY70aWCD4dgcB6bjUzCr5wOJCJ2TYH49J7yWyysbudJIxlTAEWSJahY7hswLtTsqyjEkrlsN8iDMAa9Poj29miJ08tnn2G8mL64IlyywvnRGbLbyGvWDdrOSF42RyUFTWVyqlDWc6Gr5wyMPYgvweKemzFDVD3kro5JsmBmJY08EK54nQoyfo2sScyb34zcM9GFo9ZQTwloINfPYQKXQm32m0XvU7jiNmYpFTFJQjdqA825SEvQqMMefG2WG4jVu9UPdhdUjRsFRd0Gw7YPKByOlcuY0eKxT7sAzMKXx2000RR6dqHNXe47oVYd\n")
require.NoError(b, err)
}
return &s
}
func BenchmarkReadRowUsingMydumpCSVParser(b *testing.B) {
s := newBenchCSVParserSuite(b)
file, err := os.Open(s.csvPath)
require.NoError(b, err)
defer func() {
require.NoError(b, file.Close())
}()
cfg := config.CSVConfig{FieldsTerminatedBy: ","}
parser, err := mydump.NewCSVParser(context.Background(), &cfg, file, 65536, ioWorkersForCSV, false, nil)
require.NoError(b, err)
parser.SetLogger(log.Logger{Logger: zap.NewNop()})
rowsCount := 0
for {
err := parser.ReadRow()
if err == nil {
parser.RecycleRow(parser.LastRow())
rowsCount++
continue
}
if errors.Cause(err) == io.EOF {
break
}
b.Fatal(err)
}
require.Equal(b, b.N, rowsCount)
}
func BenchmarkReadRowUsingEncodingCSV(b *testing.B) {
s := newBenchCSVParserSuite(b)
file, err := os.Open(s.csvPath)
require.NoError(b, err)
defer func() {
require.Nil(b, file.Close())
}()
csvParser := csv.NewReader(file)
rowsCount := 0
var datums []types.Datum
for {
records, err := csvParser.Read()
if err == nil {
// for fair comparison, we need to include the cost of conversion to Datum.
for _, record := range records {
datums = append(datums, types.NewStringDatum(record))
}
datums = datums[:0]
rowsCount++
continue
}
if errors.Cause(err) == io.EOF {
break
}
b.Fatal(err)
}
require.Equal(b, b.N, rowsCount)
}
func TestHeaderSchemaMatch(t *testing.T) {
cfg := config.MydumperRuntime{
CSV: config.CSVConfig{
FieldsTerminatedBy: ",",
FieldsEnclosedBy: `"`,
},
}
inputData := `id,val1,val2,val3
1,111,aaa,1.0
2,222,bbb,2.0
3,333,ccc,3.0
4,444,ddd,4.0`
parsedDataPart := [][]types.Datum{
{types.NewStringDatum("1"), types.NewStringDatum("111"), types.NewStringDatum("aaa"), types.NewStringDatum("1.0")},
{types.NewStringDatum("2"), types.NewStringDatum("222"), types.NewStringDatum("bbb"), types.NewStringDatum("2.0")},
{types.NewStringDatum("3"), types.NewStringDatum("333"), types.NewStringDatum("ccc"), types.NewStringDatum("3.0")},
{types.NewStringDatum("4"), types.NewStringDatum("444"), types.NewStringDatum("ddd"), types.NewStringDatum("4.0")},
}
type testCase struct {
Header bool
HeaderSchemaMatch bool
ExpectedData [][]types.Datum
ExpectedColumns []string
}
for _, tc := range []testCase{
{
Header: true,
HeaderSchemaMatch: true,
ExpectedData: parsedDataPart,
ExpectedColumns: []string{"id", "val1", "val2", "val3"},
},
{
Header: true,
HeaderSchemaMatch: false,
ExpectedData: parsedDataPart,
ExpectedColumns: nil,
},
{
Header: false,
HeaderSchemaMatch: true,
ExpectedData: append([][]types.Datum{
{types.NewStringDatum("id"), types.NewStringDatum("val1"), types.NewStringDatum("val2"), types.NewStringDatum("val3")},
}, parsedDataPart...),
ExpectedColumns: nil,
},
} {
comment := fmt.Sprintf("header = %v, header-schema-match = %v", tc.Header, tc.HeaderSchemaMatch)
cfg.CSV.Header = tc.Header
cfg.CSV.HeaderSchemaMatch = tc.HeaderSchemaMatch
charsetConvertor, err := mydump.NewCharsetConvertor(cfg.DataCharacterSet, cfg.DataInvalidCharReplace)
assert.NoError(t, err)
parser, err := mydump.NewCSVParser(context.Background(), &cfg.CSV, mydump.NewStringReader(inputData), int64(config.ReadBlockSize), ioWorkersForCSV, tc.Header, charsetConvertor)
assert.NoError(t, err)
for i, row := range tc.ExpectedData {
comment := fmt.Sprintf("row = %d, header = %v, header-schema-match = %v", i+1, tc.Header, tc.HeaderSchemaMatch)
e := parser.ReadRow()
assert.NoErrorf(t, e, "row = %d, error = %s", i+1, errors.ErrorStack(e))
assert.Equal(t, int64(i)+1, parser.LastRow().RowID, comment)
assert.Equal(t, row, parser.LastRow().Row, comment)
}
assert.ErrorIsf(t, errors.Cause(parser.ReadRow()), io.EOF, comment)
assert.Equal(t, tc.ExpectedColumns, parser.Columns(), comment)
}
}