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unsparsify.go
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package transformers
import (
"container/list"
"fmt"
"os"
"strings"
"github.com/johnkerl/miller/pkg/cli"
"github.com/johnkerl/miller/pkg/lib"
"github.com/johnkerl/miller/pkg/mlrval"
"github.com/johnkerl/miller/pkg/types"
)
// ----------------------------------------------------------------
const verbNameUnsparsify = "unsparsify"
var UnsparsifySetup = TransformerSetup{
Verb: verbNameUnsparsify,
UsageFunc: transformerUnsparsifyUsage,
ParseCLIFunc: transformerUnsparsifyParseCLI,
IgnoresInput: false,
}
func transformerUnsparsifyUsage(
o *os.File,
) {
fmt.Fprintf(o, "Usage: %s %s [options]\n", "mlr", verbNameUnsparsify)
fmt.Fprint(o,
`Prints records with the union of field names over all input records.
For field names absent in a given record but present in others, fills in
a value. This verb retains all input before producing any output.
`)
fmt.Fprintf(o, "Options:\n")
fmt.Fprintf(o, "--fill-with {filler string} What to fill absent fields with. Defaults to\n")
fmt.Fprintf(o, " the empty string.\n")
fmt.Fprintf(o, "-f {a,b,c} Specify field names to be operated on. Any other fields won't be\n")
fmt.Fprintf(o, " modified, and operation will be streaming.\n")
fmt.Fprintf(o, "-h|--help Show this message.\n")
fmt.Fprint(o,
`Example: if the input is two records, one being 'a=1,b=2' and the other
being 'b=3,c=4', then the output is the two records 'a=1,b=2,c=' and
'a=,b=3,c=4'.
`)
}
func transformerUnsparsifyParseCLI(
pargi *int,
argc int,
args []string,
_ *cli.TOptions,
doConstruct bool, // false for first pass of CLI-parse, true for second pass
) IRecordTransformer {
// Skip the verb name from the current spot in the mlr command line
argi := *pargi
verb := args[argi]
argi++
fillerString := ""
var specifiedFieldNames []string = nil
for argi < argc /* variable increment: 1 or 2 depending on flag */ {
opt := args[argi]
if !strings.HasPrefix(opt, "-") {
break // No more flag options to process
}
if args[argi] == "--" {
break // All transformers must do this so main-flags can follow verb-flags
}
argi++
if opt == "-h" || opt == "--help" {
transformerUnsparsifyUsage(os.Stdout)
os.Exit(0)
} else if opt == "--fill-with" {
fillerString = cli.VerbGetStringArgOrDie(verb, opt, args, &argi, argc)
} else if opt == "-f" {
specifiedFieldNames = cli.VerbGetStringArrayArgOrDie(verb, opt, args, &argi, argc)
} else {
transformerUnsparsifyUsage(os.Stderr)
os.Exit(1)
}
}
*pargi = argi
if !doConstruct { // All transformers must do this for main command-line parsing
return nil
}
transformer, err := NewTransformerUnsparsify(
fillerString,
specifiedFieldNames,
)
if err != nil {
fmt.Fprintln(os.Stderr, err)
os.Exit(1)
}
return transformer
}
// ----------------------------------------------------------------
type TransformerUnsparsify struct {
fillerMlrval *mlrval.Mlrval
recordsAndContexts *list.List
fieldNamesSeen *lib.OrderedMap
recordTransformerFunc RecordTransformerFunc
}
func NewTransformerUnsparsify(
fillerString string,
specifiedFieldNames []string,
) (*TransformerUnsparsify, error) {
fieldNamesSeen := lib.NewOrderedMap()
for _, specifiedFieldName := range specifiedFieldNames {
fieldNamesSeen.Put(specifiedFieldName, specifiedFieldName)
}
tr := &TransformerUnsparsify{
fillerMlrval: mlrval.FromString(fillerString),
recordsAndContexts: list.New(),
fieldNamesSeen: fieldNamesSeen,
}
if specifiedFieldNames == nil {
tr.recordTransformerFunc = tr.transformNonStreaming
} else {
tr.recordTransformerFunc = tr.transformStreaming
}
return tr, nil
}
// ----------------------------------------------------------------
func (tr *TransformerUnsparsify) Transform(
inrecAndContext *types.RecordAndContext,
outputRecordsAndContexts *list.List, // list of *types.RecordAndContext
inputDownstreamDoneChannel <-chan bool,
outputDownstreamDoneChannel chan<- bool,
) {
HandleDefaultDownstreamDone(inputDownstreamDoneChannel, outputDownstreamDoneChannel)
tr.recordTransformerFunc(inrecAndContext, outputRecordsAndContexts, inputDownstreamDoneChannel, outputDownstreamDoneChannel)
}
// ----------------------------------------------------------------
func (tr *TransformerUnsparsify) transformNonStreaming(
inrecAndContext *types.RecordAndContext,
outputRecordsAndContexts *list.List, // list of *types.RecordAndContext
inputDownstreamDoneChannel <-chan bool,
outputDownstreamDoneChannel chan<- bool,
) {
if !inrecAndContext.EndOfStream {
inrec := inrecAndContext.Record
for pe := inrec.Head; pe != nil; pe = pe.Next {
key := pe.Key
if !tr.fieldNamesSeen.Has(key) {
tr.fieldNamesSeen.Put(key, key)
}
}
tr.recordsAndContexts.PushBack(inrecAndContext)
} else {
for e := tr.recordsAndContexts.Front(); e != nil; e = e.Next() {
outrecAndContext := e.Value.(*types.RecordAndContext)
outrec := outrecAndContext.Record
newrec := mlrval.NewMlrmapAsRecord()
for pe := tr.fieldNamesSeen.Head; pe != nil; pe = pe.Next {
fieldName := pe.Key
if !outrec.Has(fieldName) {
newrec.PutCopy(fieldName, tr.fillerMlrval)
} else {
newrec.PutReference(fieldName, outrec.Get(fieldName))
}
}
outputRecordsAndContexts.PushBack(types.NewRecordAndContext(newrec, &outrecAndContext.Context))
}
outputRecordsAndContexts.PushBack(inrecAndContext) // end-of-stream marker
}
}
// ----------------------------------------------------------------
func (tr *TransformerUnsparsify) transformStreaming(
inrecAndContext *types.RecordAndContext,
outputRecordsAndContexts *list.List, // list of *types.RecordAndContext
inputDownstreamDoneChannel <-chan bool,
outputDownstreamDoneChannel chan<- bool,
) {
if !inrecAndContext.EndOfStream {
inrec := inrecAndContext.Record
for pe := tr.fieldNamesSeen.Head; pe != nil; pe = pe.Next {
if !inrec.Has(pe.Key) {
inrec.PutCopy(pe.Key, tr.fillerMlrval)
}
}
outputRecordsAndContexts.PushBack(inrecAndContext)
} else {
outputRecordsAndContexts.PushBack(inrecAndContext) // end-of-stream marker
}
}