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record_reader_csvlite.go
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package input
// Multi-file cases:
//
// a,a a,b c d
// -- FILE1: -- FILE1: -- FILE1: -- FILE1:
// a,b,c a,b,c a,b,c a,b,c
// 1,2,3 1,2,3 1,2,3 1,2,3
// 4,5,6 4,5,6 4,5,6 4,5,6
// -- FILE2: -- FILE2:
// a,b,c d,e,f,g a,b,c d,e,f
// 7,8,9 3,4,5,6 7,8,9 3,4,5
// --OUTPUT: --OUTPUT: --OUTPUT: --OUTPUT:
// a,b,c a,b,c a,b,c a,b,c
// 1,2,3 1,2,3 1,2,3 1,2,3
// 4,5,6 4,5,6 4,5,6 4,5,6
// 7,8,9 7,8,9
// d,e,f,g d,e,f
// 3,4,5,6 3,4,5
import (
"container/list"
"fmt"
"io"
"strconv"
"strings"
"github.com/johnkerl/miller/v6/pkg/cli"
"github.com/johnkerl/miller/v6/pkg/lib"
"github.com/johnkerl/miller/v6/pkg/mlrval"
"github.com/johnkerl/miller/v6/pkg/types"
)
// recordBatchGetterCSV points to either an explicit-CSV-header or
// implicit-CSV-header record-batch getter.
type recordBatchGetterCSV func(
reader *RecordReaderCSVLite,
linesChannel <-chan *list.List,
filename string,
context *types.Context,
errorChannel chan error,
) (
recordsAndContexts *list.List,
eof bool,
)
type RecordReaderCSVLite struct {
readerOptions *cli.TReaderOptions
recordsPerBatch int64 // distinct from readerOptions.RecordsPerBatch for join/repl
fieldSplitter iFieldSplitter
recordBatchGetter recordBatchGetterCSV
inputLineNumber int64
headerStrings []string
useVoidRep bool
voidRep string // For pprint output, empty strings are mapped to "-"; this is for reading them back in
}
func NewRecordReaderCSVLite(
readerOptions *cli.TReaderOptions,
recordsPerBatch int64,
) (*RecordReaderCSVLite, error) {
reader := &RecordReaderCSVLite{
readerOptions: readerOptions,
recordsPerBatch: recordsPerBatch,
fieldSplitter: newFieldSplitter(readerOptions),
useVoidRep: false,
voidRep: "",
}
if reader.readerOptions.UseImplicitHeader {
reader.recordBatchGetter = getRecordBatchImplicitCSVHeader
} else {
reader.recordBatchGetter = getRecordBatchExplicitCSVHeader
}
return reader, nil
}
func (reader *RecordReaderCSVLite) Read(
filenames []string,
context types.Context,
readerChannel chan<- *list.List, // list of *types.RecordAndContext
errorChannel chan error,
downstreamDoneChannel <-chan bool, // for mlr head
) {
if filenames != nil { // nil for mlr -n
if len(filenames) == 0 { // read from stdin
handle, err := lib.OpenStdin(
reader.readerOptions.Prepipe,
reader.readerOptions.PrepipeIsRaw,
reader.readerOptions.FileInputEncoding,
)
if err != nil {
errorChannel <- err
} else {
reader.processHandle(
handle,
"(stdin)",
&context,
readerChannel,
errorChannel,
downstreamDoneChannel,
)
}
} else {
for _, filename := range filenames {
handle, err := lib.OpenFileForRead(
filename,
reader.readerOptions.Prepipe,
reader.readerOptions.PrepipeIsRaw,
reader.readerOptions.FileInputEncoding,
)
if err != nil {
errorChannel <- err
} else {
reader.processHandle(
handle,
filename,
&context,
readerChannel,
errorChannel,
downstreamDoneChannel,
)
handle.Close()
}
}
}
}
readerChannel <- types.NewEndOfStreamMarkerList(&context)
}
func (reader *RecordReaderCSVLite) processHandle(
handle io.Reader,
filename string,
context *types.Context,
readerChannel chan<- *list.List, // list of *types.RecordAndContext
errorChannel chan error,
downstreamDoneChannel <-chan bool, // for mlr head
) {
context.UpdateForStartOfFile(filename)
reader.inputLineNumber = 0
reader.headerStrings = nil
recordsPerBatch := reader.recordsPerBatch
lineReader := NewLineReader(handle, reader.readerOptions.IRS)
linesChannel := make(chan *list.List, recordsPerBatch)
go channelizedLineReader(lineReader, linesChannel, downstreamDoneChannel, recordsPerBatch)
for {
recordsAndContexts, eof := reader.recordBatchGetter(reader, linesChannel, filename, context, errorChannel)
if recordsAndContexts.Len() > 0 {
readerChannel <- recordsAndContexts
}
if eof {
break
}
}
}
func getRecordBatchExplicitCSVHeader(
reader *RecordReaderCSVLite,
linesChannel <-chan *list.List,
filename string,
context *types.Context,
errorChannel chan error,
) (
recordsAndContexts *list.List,
eof bool,
) {
recordsAndContexts = list.New()
dedupeFieldNames := reader.readerOptions.DedupeFieldNames
lines, more := <-linesChannel
if !more {
return recordsAndContexts, true
}
for e := lines.Front(); e != nil; e = e.Next() {
line := e.Value.(string)
reader.inputLineNumber++
// Strip CSV BOM
if reader.inputLineNumber == 1 {
if strings.HasPrefix(line, CSV_BOM) {
line = strings.Replace(line, CSV_BOM, "", 1)
}
}
// Check for comments-in-data feature
// TODO: function-pointer this away
if reader.readerOptions.CommentHandling != cli.CommentsAreData {
if strings.HasPrefix(line, reader.readerOptions.CommentString) {
if reader.readerOptions.CommentHandling == cli.PassComments {
recordsAndContexts.PushBack(types.NewOutputString(line+"\n", context))
continue
} else if reader.readerOptions.CommentHandling == cli.SkipComments {
continue
}
// else comments are data
}
}
if line == "" {
// Reset to new schema
reader.headerStrings = nil
continue
}
fields := reader.fieldSplitter.Split(line)
if reader.headerStrings == nil {
reader.headerStrings = fields
// Get data lines on subsequent loop iterations
} else {
if !reader.readerOptions.AllowRaggedCSVInput && len(reader.headerStrings) != len(fields) {
err := fmt.Errorf(
"mlr: CSV header/data length mismatch %d != %d at filename %s line %d",
len(reader.headerStrings), len(fields), filename, reader.inputLineNumber,
)
errorChannel <- err
return
}
record := mlrval.NewMlrmapAsRecord()
if !reader.readerOptions.AllowRaggedCSVInput {
for i, field := range fields {
if reader.useVoidRep && field == reader.voidRep {
field = ""
}
value := mlrval.FromDeferredType(field)
_, err := record.PutReferenceMaybeDedupe(reader.headerStrings[i], value, dedupeFieldNames)
if err != nil {
errorChannel <- err
return
}
}
} else {
nh := int64(len(reader.headerStrings))
nd := int64(len(fields))
n := lib.IntMin2(nh, nd)
var i int64
for i = 0; i < n; i++ {
field := fields[i]
if reader.useVoidRep && field == reader.voidRep {
field = ""
}
value := mlrval.FromDeferredType(field)
_, err := record.PutReferenceMaybeDedupe(reader.headerStrings[i], value, dedupeFieldNames)
if err != nil {
errorChannel <- err
return
}
}
if nh < nd {
// if header shorter than data: use 1-up itoa keys
for i = nh; i < nd; i++ {
key := strconv.FormatInt(i+1, 10)
value := mlrval.FromDeferredType(fields[i])
_, err := record.PutReferenceMaybeDedupe(key, value, dedupeFieldNames)
if err != nil {
errorChannel <- err
return
}
}
}
if nh > nd {
// if header longer than data: use "" values
for i = nd; i < nh; i++ {
record.PutCopy(reader.headerStrings[i], mlrval.VOID)
}
}
}
context.UpdateForInputRecord()
recordsAndContexts.PushBack(types.NewRecordAndContext(record, context))
}
}
return recordsAndContexts, false
}
func getRecordBatchImplicitCSVHeader(
reader *RecordReaderCSVLite,
linesChannel <-chan *list.List,
filename string,
context *types.Context,
errorChannel chan error,
) (
recordsAndContexts *list.List,
eof bool,
) {
recordsAndContexts = list.New()
dedupeFieldNames := reader.readerOptions.DedupeFieldNames
lines, more := <-linesChannel
if !more {
return recordsAndContexts, true
}
for e := lines.Front(); e != nil; e = e.Next() {
line := e.Value.(string)
reader.inputLineNumber++
// Check for comments-in-data feature
// TODO: function-pointer this away
if reader.readerOptions.CommentHandling != cli.CommentsAreData {
if strings.HasPrefix(line, reader.readerOptions.CommentString) {
if reader.readerOptions.CommentHandling == cli.PassComments {
recordsAndContexts.PushBack(types.NewOutputString(line+"\n", context))
continue
} else if reader.readerOptions.CommentHandling == cli.SkipComments {
continue
}
// else comments are data
}
}
// This is how to do a chomp:
line = strings.TrimRight(line, reader.readerOptions.IRS)
line = strings.TrimRight(line, "\r")
if line == "" {
// Reset to new schema
reader.headerStrings = nil
continue
}
fields := reader.fieldSplitter.Split(line)
if reader.headerStrings == nil {
n := len(fields)
reader.headerStrings = make([]string, n)
for i := 0; i < n; i++ {
reader.headerStrings[i] = strconv.Itoa(i + 1)
}
} else {
if !reader.readerOptions.AllowRaggedCSVInput && len(reader.headerStrings) != len(fields) {
err := fmt.Errorf(
"mlr: CSV header/data length mismatch %d != %d at filename %s line %d",
len(reader.headerStrings), len(fields), filename, reader.inputLineNumber,
)
errorChannel <- err
return
}
}
record := mlrval.NewMlrmapAsRecord()
if !reader.readerOptions.AllowRaggedCSVInput {
for i, field := range fields {
if reader.useVoidRep && field == reader.voidRep {
field = ""
}
value := mlrval.FromDeferredType(field)
_, err := record.PutReferenceMaybeDedupe(reader.headerStrings[i], value, dedupeFieldNames)
if err != nil {
errorChannel <- err
return
}
}
} else {
nh := int64(len(reader.headerStrings))
nd := int64(len(fields))
n := lib.IntMin2(nh, nd)
var i int64
for i = 0; i < n; i++ {
field := fields[i]
if reader.useVoidRep && field == reader.voidRep {
field = ""
}
value := mlrval.FromDeferredType(field)
_, err := record.PutReferenceMaybeDedupe(reader.headerStrings[i], value, dedupeFieldNames)
if err != nil {
errorChannel <- err
return
}
}
if nh < nd {
// if header shorter than data: use 1-up itoa keys
key := strconv.FormatInt(i+1, 10)
value := mlrval.FromDeferredType(fields[i])
_, err := record.PutReferenceMaybeDedupe(key, value, dedupeFieldNames)
if err != nil {
errorChannel <- err
return
}
}
if nh > nd {
// if header longer than data: use "" values
for i = nd; i < nh; i++ {
_, err := record.PutReferenceMaybeDedupe(reader.headerStrings[i], mlrval.VOID.Copy(), dedupeFieldNames)
if err != nil {
errorChannel <- err
return
}
}
}
}
context.UpdateForInputRecord()
recordsAndContexts.PushBack(types.NewRecordAndContext(record, context))
}
return recordsAndContexts, false
}