1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446
|
// ================================================================
// OVERVIEW
//
// * Suppose we are sorting records lexically ascending on field "a" and then
// numerically descending on field "x".
//
// * CLI syntax is "mlr sort -f a -nr x".
//
// * We first consume all input records and for each extract the string values
// of fields a and x. For each uniq combination of a-value (e.g. "red",
// "green", "blue") and x-value (e.g. "1", "1.0", "2.4") -- e.g.
// pairs ["red","1"], and so on -- we keep a linked list of all the records
// having those sort-key values, in the order encountered.
//
// * For each of those unique sort-key-value combinations, we also parse the
// numerical fields at this point into an array of union-string-double.
// E.g. the list ["red", "1.0"] maps to the array ["red", 1.0].
//
// * The pairing of parsed-value array the linked list of same-key-value records
// is called a *bucket* or a *group*. E.g the records
// {"a":"red","b":"circle","x":"1.0","y":"3.9"}
// {"a":"red","b":"square","x":"1.0","z":"5.7", "q":"even"}
// would both land in the ["red","1.0"] group.
//
// * Groups are retained in a hash map: the key is the string-list of the form
// ["red","1.0"] and the value is the pairing of parsed-value array ["red",1.0]
// and linked list of records.
//
// * Once all the input records are ingested into this hash map, we copy the
// group-pointers into an array and sort it: this being the pairing of
// parsed-value array and linked list of records. The comparator callback for
// the sort walks through the parsed-value arrays one slot at a time,
// looking at the first difference, e.g. if one has "a"="red" and the other
// has "a"="blue". If the first field matches then the sort moves to the
// second field, and so on.
//
// * Note in particular that string keys ["a":"red","x":"1"] and
// ["a":"red","x":"1.0"] map to different groups, but will sort equally.
//
// ================================================================
package transformers
import (
"container/list"
"fmt"
"os"
"sort"
"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"
)
// ----------------------------------------------------------------
const verbNameSort = "sort"
var SortSetup = TransformerSetup{
Verb: verbNameSort,
UsageFunc: transformerSortUsage,
ParseCLIFunc: transformerSortParseCLI,
IgnoresInput: false,
}
func transformerSortUsage(
o *os.File,
) {
fmt.Fprintf(o, "Usage: %s %s {flags}\n", "mlr", verbNameSort)
fmt.Fprintf(o, "Sorts records primarily by the first specified field, secondarily by the second\n")
fmt.Fprintf(o, "field, and so on. (Any records not having all specified sort keys will appear\n")
fmt.Fprintf(o, "at the end of the output, in the order they were encountered, regardless of the\n")
fmt.Fprintf(o, "specified sort order.) The sort is stable: records that compare equal will sort\n")
fmt.Fprintf(o, "in the order they were encountered in the input record stream.\n")
fmt.Fprintf(o, "\n")
fmt.Fprintf(o, "Options:\n")
fmt.Fprintf(o, "-f {comma-separated field names} Lexical ascending\n")
fmt.Fprintf(o, "-r {comma-separated field names} Lexical descending\n")
fmt.Fprintf(o, "-c {comma-separated field names} Case-folded lexical ascending\n")
fmt.Fprintf(o, "-cr {comma-separated field names} Case-folded lexical descending\n")
fmt.Fprintf(o, "-n {comma-separated field names} Numerical ascending; nulls sort last\n")
fmt.Fprintf(o, "-nf {comma-separated field names} Same as -n\n")
fmt.Fprintf(o, "-nr {comma-separated field names} Numerical descending; nulls sort first\n")
fmt.Fprintf(o, "-t {comma-separated field names} Natural ascending\n")
fmt.Fprintf(o, "-b Move sort fields to start of record, as in reorder -b\n")
fmt.Fprintf(o, "-tr|-rt {comma-separated field names} Natural descending\n")
fmt.Fprintf(o, "-h|--help Show this message.\n")
fmt.Fprintf(o, "\n")
fmt.Fprintf(o, "Example:\n")
fmt.Fprintf(o, " %s %s -f a,b -nr x,y,z\n", "mlr", verbNameSort)
fmt.Fprintf(o, "which is the same as:\n")
fmt.Fprintf(o, " %s %s -f a -f b -nr x -nr y -nr z\n", "mlr", verbNameSort)
}
func transformerSortParseCLI(
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++
groupByFieldNames := make([]string, 0)
comparatorFuncs := make([]mlrval.CmpFuncInt, 0)
doMoveToHead := false
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" {
transformerSortUsage(os.Stdout)
os.Exit(0)
} else if opt == "-f" {
subList := cli.VerbGetStringArrayArgOrDie(verb, opt, args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.LexicalAscendingComparator)
}
} else if opt == "-c" {
// See comments over "-n" -- similar hack.
if args[argi] == "-r" {
// Treat like "-cr"
cli.VerbCheckArgCount(verb, args[argi], args, argi, argc, 1)
argi++
subList := cli.VerbGetStringArrayArgOrDie(verb, "-nr", args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.CaseFoldDescendingComparator)
}
} else {
subList := cli.VerbGetStringArrayArgOrDie(verb, opt, args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.CaseFoldAscendingComparator)
}
}
} else if opt == "-t" {
// See comments over "-n" -- similar hack.
cli.VerbCheckArgCount(verb, opt, args, argi, argc, 1)
if args[argi] == "-r" {
// Treat like "-tr"
cli.VerbCheckArgCount(verb, args[argi], args, argi, argc, 1)
argi++
subList := cli.VerbGetStringArrayArgOrDie(verb, "-tr", args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.NaturalAscendingComparator)
}
} else {
subList := cli.VerbGetStringArrayArgOrDie(verb, opt, args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.NaturalDescendingComparator)
}
}
} else if opt == "-r" {
// See comments over "-n" -- similar hack.
cli.VerbCheckArgCount(verb, opt, args, argi, argc, 1)
if args[argi] == "-t" {
// Treat like "-rt" which is same as "-tr"
cli.VerbCheckArgCount(verb, args[argi], args, argi, argc, 1)
argi++
subList := cli.VerbGetStringArrayArgOrDie(verb, "-tr", args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.NaturalAscendingComparator)
}
} else {
subList := cli.VerbGetStringArrayArgOrDie(verb, opt, args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.LexicalDescendingComparator)
}
}
} else if opt == "-n" {
// This is a bit of a hack.
//
// As of Miller 6 we have a getoptish feature wherein "-xyz" is
// expanded to "-x -y -z" while "--xyz" is left intact. This is OK
// to do globally (before any verb such as this one sees the
// command line) since Miller is quite consistent (in main, verbs,
// auxents, and terminals) that multi-character options start with
// two dashes, e.g. "--csv" ...
//
// ... with the sole exception being -nf/-nr, right here. This goes
// back to the very start of Miller, and we don't want to break the
// command-line interface to sort.
//
// Before Miller 6, opt and next arg would have been "-nf x,y,z" or
// "-nr x,y,z". Now they're split into "-n -f x,y,z" or "-n -r
// x,y,z", respectively. Note that "-n x,y,z" and "-f x,y,z" and
// "-r x,y,z" are also valid. This means -n needs a field-name list
// after it unless it's followed immediately by -r or -f.
//
// So here we special-case this: if "-n" is followed immediately by
// "-f", we treat it the same as "-nf". Likewise, "-n" followed by
// "-r" is treated like "-nr".
cli.VerbCheckArgCount(verb, opt, args, argi, argc, 1)
if args[argi] == "-f" {
// Treat like "-nf"
argi++
subList := cli.VerbGetStringArrayArgOrDie(verb, "-nf", args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.NumericAscendingComparator)
}
} else if args[argi] == "-r" {
// Treat like "-nr"
argi++
subList := cli.VerbGetStringArrayArgOrDie(verb, "-nr", args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.NumericDescendingComparator)
}
} else {
// Treat like "-n"
subList := cli.VerbGetStringArrayArgOrDie(verb, opt, args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.NumericAscendingComparator)
}
}
} else if opt == "-nf" {
subList := cli.VerbGetStringArrayArgOrDie(verb, opt, args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.NumericAscendingComparator)
}
} else if opt == "-nr" {
subList := cli.VerbGetStringArrayArgOrDie(verb, opt, args, &argi, argc)
for _, item := range subList {
groupByFieldNames = append(groupByFieldNames, item)
comparatorFuncs = append(comparatorFuncs, mlrval.NumericDescendingComparator)
}
} else if opt == "-b" {
doMoveToHead = true
} else {
transformerSortUsage(os.Stderr)
os.Exit(1)
}
}
if len(groupByFieldNames) == 0 {
transformerSortUsage(os.Stderr)
os.Exit(1)
}
*pargi = argi
if !doConstruct { // All transformers must do this for main command-line parsing
return nil
}
transformer, err := NewTransformerSort(
groupByFieldNames,
comparatorFuncs,
doMoveToHead,
)
if err != nil {
fmt.Fprintln(os.Stderr, err)
os.Exit(1)
}
return transformer
}
// ----------------------------------------------------------------
// Example:
// * mlr sort -f a -n i
// * group-by field-name list is "a,i"
// * input record 'a=pan,b=pan,i=1,x=0.3467,y=0.7268'
// o values at a,i are "pan",1
// o grouping key for the ordered map from string to record-group is the string "pan,1"
// o we also need a map from "pan,1" to the array of mlrvals ["pan", 1].
// * next input record 'a=eks,b=pan,i=2,x=0.7586,y=0.5221'
// o values at a,i are "eks",2
// o grouping key for the ordered map from string to record-group is the string "eks,2"
// o we also need a map from "eks,2" to the array of mlrvals ["eks", 2].
// * what gets sorted are the group-heading arrays of mlrvals:
// o make an array [ ("pan,1", ["pan", 1]), ("eks,2", ["eks", 2])
// o sort that
// * output is simply for each slot in the array, emit each record in the group
type TransformerSort struct {
// -- Input
groupByFieldNames []string
comparatorFuncs []mlrval.CmpFuncInt
doMoveToHead bool
// -- State
// Map from string to *list.List:
recordListsByGroup *lib.OrderedMap
// Map from string to []*lib.Mlrval:
groupHeads *lib.OrderedMap
spillGroup *list.List // e.g. sort by field "a" -- this is for records lacking a field named "a"
}
func NewTransformerSort(
groupByFieldNames []string,
comparatorFuncs []mlrval.CmpFuncInt,
doMoveToHead bool,
) (*TransformerSort, error) {
tr := &TransformerSort{
groupByFieldNames: groupByFieldNames,
comparatorFuncs: comparatorFuncs,
doMoveToHead: doMoveToHead,
recordListsByGroup: lib.NewOrderedMap(),
groupHeads: lib.NewOrderedMap(),
spillGroup: list.New(),
}
return tr, nil
}
// ----------------------------------------------------------------
type GroupingKeysAndMlrvals struct {
groupingKey string
mlrvals []*mlrval.Mlrval
}
func (tr *TransformerSort) Transform(
inrecAndContext *types.RecordAndContext,
outputRecordsAndContexts *list.List, // list of *types.RecordAndContext
inputDownstreamDoneChannel <-chan bool,
outputDownstreamDoneChannel chan<- bool,
) {
HandleDefaultDownstreamDone(inputDownstreamDoneChannel, outputDownstreamDoneChannel)
if !inrecAndContext.EndOfStream {
inrec := inrecAndContext.Record
if tr.doMoveToHead {
n := len(tr.groupByFieldNames)
for i := n - 1; i >= 0; i-- {
inrec.MoveToHead(tr.groupByFieldNames[i])
}
}
groupingKey, selectedValues, ok := inrec.GetSelectedValuesAndJoined(
tr.groupByFieldNames,
)
if !ok {
tr.spillGroup.PushBack(inrecAndContext)
return
}
recordListForGroup := tr.recordListsByGroup.Get(groupingKey)
if recordListForGroup == nil {
recordListForGroup = list.New()
tr.recordListsByGroup.Put(groupingKey, recordListForGroup)
tr.groupHeads.Put(groupingKey, selectedValues)
}
recordListForGroup.(*list.List).PushBack(inrecAndContext)
} else { // End of record stream
// At this point, in the above example, groupHeads is:
//
// {
// "pan,1" : ["pan", 1],
// "eks,2" : ["eks", 2]
// }
//
// We need to make an array like
//
// [
// [ "pan,1", ["pan', 1],
// [ "eks,2", ["eks', 2]
// ]
groupingKeysAndMlrvals := groupHeadsToArray(tr.groupHeads)
// Go sort API: for ascending sort, return true if element i < element j.
sort.Slice(groupingKeysAndMlrvals, func(i, j int) bool {
for k, comparator := range tr.comparatorFuncs {
result := comparator(
groupingKeysAndMlrvals[i].mlrvals[k],
groupingKeysAndMlrvals[j].mlrvals[k],
)
if result < 0 {
return true
} else if result > 0 {
return false
}
}
return false
})
// Now output the groups
for _, groupingKeyAndMlrvals := range groupingKeysAndMlrvals {
iRecordsInGroup := tr.recordListsByGroup.Get(groupingKeyAndMlrvals.groupingKey)
recordsInGroup := iRecordsInGroup.(*list.List)
for iRecord := recordsInGroup.Front(); iRecord != nil; iRecord = iRecord.Next() {
outputRecordsAndContexts.PushBack(iRecord.Value.(*types.RecordAndContext))
}
}
for iRecord := tr.spillGroup.Front(); iRecord != nil; iRecord = iRecord.Next() {
outputRecordsAndContexts.PushBack(iRecord.Value.(*types.RecordAndContext))
}
outputRecordsAndContexts.PushBack(inrecAndContext) // end-of-stream marker
}
}
func groupHeadsToArray(groupHeads *lib.OrderedMap) []GroupingKeysAndMlrvals {
retval := make([]GroupingKeysAndMlrvals, groupHeads.FieldCount)
i := 0
for entry := groupHeads.Head; entry != nil; entry = entry.Next {
retval[i] = GroupingKeysAndMlrvals{
groupingKey: entry.Key,
mlrvals: entry.Value.([]*mlrval.Mlrval),
}
i++
}
return retval
}
|