Line data Source code
1 : /*
2 : * SPDX-License-Identifier: MPL-2.0
3 : *
4 : * This Source Code Form is subject to the terms of the Mozilla Public
5 : * License, v. 2.0. If a copy of the MPL was not distributed with this
6 : * file, You can obtain one at http://mozilla.org/MPL/2.0/.
7 : *
8 : * Copyright 2024 MonetDB Foundation;
9 : * Copyright August 2008 - 2023 MonetDB B.V.;
10 : * Copyright 1997 - July 2008 CWI.
11 : */
12 :
13 : #include "monetdb_config.h"
14 : #include "mal.h"
15 : #include "mal_exception.h"
16 : #include "aggr.h"
17 :
18 : /*
19 : * grouped aggregates
20 : */
21 : static str
22 34359 : AGGRgrouped_bat_or_val(bat *retval1, bat *retval2, const bat *bid,
23 : const bat *gid, const bat *eid, const bat *sid,
24 : bool skip_nils, int scale, int tp,
25 : BAT *(*grpfunc1)(BAT *, BAT *, BAT *, BAT *, int, bool),
26 : gdk_return(*grpfunc2)(BAT **, BAT **, BAT *, BAT *,
27 : BAT *, BAT *, int, bool, int),
28 : BAT * (*quantilefunc)(BAT *, BAT *, BAT *, BAT *, int,
29 : double, bool), const bat *quantile,
30 : const double *quantile_val, const char *malfunc)
31 : {
32 34359 : BAT *b, *g, *e, *s, *bn = NULL, *cnts = NULL, *q = NULL;
33 34359 : double qvalue;
34 :
35 : /* exactly one of grpfunc1, grpfunc2 and quantilefunc is non-NULL */
36 34359 : assert((grpfunc1 != NULL) + (grpfunc2 != NULL) + (quantilefunc != NULL) == 1);
37 :
38 : /* if retval2 is non-NULL, we must have grpfunc2 */
39 34359 : assert(retval2 == NULL || grpfunc2 != NULL);
40 : /* only quantiles need a quantile BAT */
41 34359 : assert((quantilefunc == NULL) == (quantile == NULL && quantile_val == NULL));
42 :
43 34359 : b = BATdescriptor(*bid);
44 34405 : g = gid ? BATdescriptor(*gid) : NULL;
45 34419 : e = eid ? BATdescriptor(*eid) : NULL;
46 34418 : s = sid ? BATdescriptor(*sid) : NULL;
47 34415 : q = quantile ? BATdescriptor(*quantile) : NULL;
48 :
49 34406 : if (b == NULL ||
50 34406 : (gid != NULL && g == NULL) ||
51 34406 : (eid != NULL && e == NULL) ||
52 34406 : (sid != NULL && s == NULL) ||
53 34406 : ((quantile != NULL && quantile_val != NULL) && q == NULL)) {
54 0 : BBPreclaim(b);
55 0 : BBPreclaim(g);
56 0 : BBPreclaim(e);
57 0 : BBPreclaim(s);
58 0 : BBPreclaim(q);
59 0 : throw(MAL, malfunc, SQLSTATE(HY002) RUNTIME_OBJECT_MISSING);
60 : }
61 34406 : if (tp == TYPE_any &&
62 43 : (grpfunc1 == BATgroupmedian ||
63 40 : grpfunc1 == BATgroupmedian_avg ||
64 3 : quantilefunc == BATgroupquantile ||
65 : quantilefunc == BATgroupquantile_avg))
66 71 : tp = b->ttype;
67 :
68 34406 : if (grpfunc1) {
69 34047 : bn = (*grpfunc1) (b, g, e, s, tp, skip_nils);
70 359 : } else if (quantilefunc) {
71 40 : if (!quantile_val) {
72 22 : assert(BATcount(q) > 0 || BATcount(b) == 0);
73 22 : assert(q->ttype == TYPE_dbl);
74 22 : if (BATcount(q) == 0) {
75 : qvalue = 0.5;
76 : } else {
77 19 : MT_lock_set(&q->theaplock);
78 19 : qvalue = ((const dbl *) Tloc(q, 0))[0];
79 19 : MT_lock_unset(&q->theaplock);
80 19 : if (qvalue < 0 || qvalue > 1) {
81 6 : BBPunfix(b->batCacheid);
82 6 : BBPreclaim(g);
83 6 : BBPreclaim(e);
84 6 : BBPreclaim(s);
85 6 : BBPunfix(q->batCacheid);
86 6 : throw(MAL, malfunc,
87 : "quantile value of %f is not in range [0,1]", qvalue);
88 : }
89 : }
90 16 : BBPunfix(q->batCacheid);
91 : } else {
92 18 : qvalue = *(quantile_val);
93 : }
94 34 : bn = (*quantilefunc) (b, g, e, s, tp, qvalue, skip_nils);
95 449 : } else if ((*grpfunc2) (&bn, retval2 ? &cnts : NULL, b, g, e, s, tp,
96 : skip_nils, scale) != GDK_SUCCEED) {
97 0 : bn = NULL;
98 : }
99 :
100 34357 : BBPunfix(b->batCacheid);
101 34353 : BBPreclaim(g);
102 34378 : BBPreclaim(e);
103 34401 : BBPreclaim(s);
104 34401 : if (bn == NULL)
105 4 : throw(MAL, malfunc, GDK_EXCEPTION);
106 34397 : *retval1 = bn->batCacheid;
107 34397 : BBPkeepref(bn);
108 34327 : if (retval2) {
109 187 : *retval2 = cnts->batCacheid;
110 187 : BBPkeepref(cnts);
111 : }
112 : return MAL_SUCCEED;
113 : }
114 :
115 : static str
116 34361 : AGGRgrouped(bat *retval1, bat *retval2, const bat *bid, const bat *gid,
117 : const bat *eid, const bat *sid, bool skip_nils, int scale, int tp,
118 : BAT *(*grpfunc1)(BAT *, BAT *, BAT *, BAT *, int, bool),
119 : gdk_return(*grpfunc2)(BAT **, BAT **, BAT *, BAT *, BAT *, BAT *,
120 : int, bool, int), BAT * (*quantilefunc)(BAT *,
121 : BAT *,
122 : BAT *,
123 : BAT *,
124 : int,
125 : double,
126 : bool),
127 : const bat *quantile, const char *malfunc)
128 : {
129 34361 : return AGGRgrouped_bat_or_val(retval1, retval2, bid, gid, eid, sid,
130 : skip_nils, scale, tp, grpfunc1, grpfunc2,
131 : quantilefunc, quantile, NULL, malfunc);
132 : }
133 :
134 : static str
135 0 : AGGRsum3_bte(bat *retval, const bat *bid, const bat *gid, const bat *eid)
136 : {
137 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_bte,
138 : BATgroupsum, NULL, NULL, NULL, "aggr.sum");
139 : }
140 :
141 : static str
142 0 : AGGRsum3_sht(bat *retval, const bat *bid, const bat *gid, const bat *eid)
143 : {
144 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_sht,
145 : BATgroupsum, NULL, NULL, NULL, "aggr.sum");
146 : }
147 :
148 : static str
149 0 : AGGRsum3_int(bat *retval, const bat *bid, const bat *gid, const bat *eid)
150 : {
151 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_int,
152 : BATgroupsum, NULL, NULL, NULL, "aggr.sum");
153 : }
154 :
155 : str
156 0 : AGGRsum3_lng(bat *retval, const bat *bid, const bat *gid, const bat *eid)
157 : {
158 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_lng,
159 : BATgroupsum, NULL, NULL, NULL, "aggr.sum");
160 : }
161 :
162 : #ifdef HAVE_HGE
163 : str
164 0 : AGGRsum3_hge(bat *retval, const bat *bid, const bat *gid, const bat *eid)
165 : {
166 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_hge,
167 : BATgroupsum, NULL, NULL, NULL, "aggr.sum");
168 : }
169 : #endif
170 :
171 : static str
172 0 : AGGRsum3_flt(bat *retval, const bat *bid, const bat *gid, const bat *eid)
173 : {
174 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_flt,
175 : BATgroupsum, NULL, NULL, NULL, "aggr.sum");
176 : }
177 :
178 : static str
179 0 : AGGRsum3_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid)
180 : {
181 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_dbl,
182 : BATgroupsum, NULL, NULL, NULL, "aggr.sum");
183 : }
184 :
185 : static str
186 0 : AGGRprod3_bte(bat *retval, const bat *bid, const bat *gid, const bat *eid)
187 : {
188 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_bte,
189 : BATgroupprod, NULL, NULL, NULL, "aggr.prod");
190 : }
191 :
192 : static str
193 0 : AGGRprod3_sht(bat *retval, const bat *bid, const bat *gid, const bat *eid)
194 : {
195 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_sht,
196 : BATgroupprod, NULL, NULL, NULL, "aggr.prod");
197 : }
198 :
199 : static str
200 0 : AGGRprod3_int(bat *retval, const bat *bid, const bat *gid, const bat *eid)
201 : {
202 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_int,
203 : BATgroupprod, NULL, NULL, NULL, "aggr.prod");
204 : }
205 :
206 : static str
207 0 : AGGRprod3_lng(bat *retval, const bat *bid, const bat *gid, const bat *eid)
208 : {
209 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_lng,
210 : BATgroupprod, NULL, NULL, NULL, "aggr.prod");
211 : }
212 :
213 : #ifdef HAVE_HGE
214 : static str
215 0 : AGGRprod3_hge(bat *retval, const bat *bid, const bat *gid, const bat *eid)
216 : {
217 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_hge,
218 : BATgroupprod, NULL, NULL, NULL, "aggr.prod");
219 : }
220 : #endif
221 :
222 : static str
223 0 : AGGRprod3_flt(bat *retval, const bat *bid, const bat *gid, const bat *eid)
224 : {
225 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_flt,
226 : BATgroupprod, NULL, NULL, NULL, "aggr.prod");
227 : }
228 :
229 : static str
230 0 : AGGRprod3_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid)
231 : {
232 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_dbl,
233 : BATgroupprod, NULL, NULL, NULL, "aggr.prod");
234 : }
235 :
236 : static str
237 0 : AGGRavg13_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid)
238 : {
239 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_dbl,
240 : NULL, BATgroupavg, NULL, NULL, "aggr.avg");
241 : }
242 :
243 : static str
244 0 : AGGRavg23_dbl(bat *retval1, bat *retval2, const bat *bid, const bat *gid,
245 : const bat *eid)
246 : {
247 0 : return AGGRgrouped(retval1, retval2, bid, gid, eid, NULL, true, 0, TYPE_dbl,
248 : NULL, BATgroupavg, NULL, NULL, "aggr.avg");
249 : }
250 :
251 : static str
252 0 : AGGRavg14_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
253 : int *scale)
254 : {
255 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, *scale,
256 : TYPE_dbl, NULL, BATgroupavg, NULL, NULL, "aggr.avg");
257 : }
258 :
259 : static str
260 0 : AGGRavg24_dbl(bat *retval1, bat *retval2, const bat *bid, const bat *gid,
261 : const bat *eid, int *scale)
262 : {
263 0 : return AGGRgrouped(retval1, retval2, bid, gid, eid, NULL, true, *scale,
264 : TYPE_dbl, NULL, BATgroupavg, NULL, NULL, "aggr.avg");
265 : }
266 :
267 : static str
268 0 : AGGRstdev3_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid)
269 : {
270 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_dbl,
271 : BATgroupstdev_sample, NULL, NULL, NULL, "aggr.stdev");
272 : }
273 :
274 : static str
275 0 : AGGRstdevp3_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid)
276 : {
277 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_dbl,
278 : BATgroupstdev_population, NULL, NULL, NULL,
279 : "aggr.stdevp");
280 : }
281 :
282 : static str
283 0 : AGGRvariance3_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid)
284 : {
285 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_dbl,
286 : BATgroupvariance_sample, NULL, NULL, NULL,
287 : "aggr.variance");
288 : }
289 :
290 : static str
291 0 : AGGRvariancep3_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid)
292 : {
293 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_dbl,
294 : BATgroupvariance_population, NULL, NULL, NULL,
295 : "aggr.variancep");
296 : }
297 :
298 : static str
299 0 : AGGRcount3(bat *retval, const bat *bid, const bat *gid, const bat *eid,
300 : const bit *ignorenils)
301 : {
302 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *ignorenils, 0,
303 : TYPE_lng, BATgroupcount, NULL, NULL, NULL, "aggr.count");
304 : }
305 :
306 : static str
307 0 : AGGRcount3nonils(bat *retval, const bat *bid, const bat *gid, const bat *eid)
308 : {
309 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, true, 0, TYPE_lng,
310 : BATgroupcount, NULL, NULL, NULL, "aggr.count");
311 : }
312 :
313 : static str
314 0 : AGGRcount3nils(bat *retval, const bat *bid, const bat *gid, const bat *eid)
315 : {
316 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, false, 0, TYPE_lng,
317 : BATgroupcount, NULL, NULL, NULL, "aggr.count");
318 : }
319 :
320 : #include "algebra.h" /* for ALGprojection */
321 : static str
322 1 : AGGRmin3(bat *retval, const bat *bid, const bat *gid, const bat *eid)
323 : {
324 1 : bat tmpid;
325 1 : str err;
326 :
327 1 : err = AGGRgrouped(&tmpid, NULL, bid, gid, eid, NULL, false, 0, TYPE_oid,
328 : BATgroupmin, NULL, NULL, NULL, "aggr.min");
329 1 : if (err == MAL_SUCCEED) {
330 1 : err = ALGprojection(retval, &tmpid, bid);
331 1 : BBPrelease(tmpid);
332 : }
333 1 : return err;
334 : }
335 :
336 : static str
337 1 : AGGRmax3(bat *retval, const bat *bid, const bat *gid, const bat *eid)
338 : {
339 1 : bat tmpid;
340 1 : str err;
341 :
342 1 : err = AGGRgrouped(&tmpid, NULL, bid, gid, eid, NULL, false, 0, TYPE_oid,
343 : BATgroupmax, NULL, NULL, NULL, "aggr.max");
344 1 : if (err == MAL_SUCCEED) {
345 1 : err = ALGprojection(retval, &tmpid, bid);
346 1 : BBPrelease(tmpid);
347 : }
348 1 : return err;
349 : }
350 :
351 : static str
352 1 : AGGRsubsum_bte(bat *retval, const bat *bid, const bat *gid, const bat *eid,
353 : const bit *skip_nils)
354 : {
355 1 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
356 : 0, TYPE_bte, BATgroupsum, NULL,
357 : NULL, NULL, "aggr.subsum");
358 : }
359 :
360 : static str
361 6 : AGGRsubsum_sht(bat *retval, const bat *bid, const bat *gid, const bat *eid,
362 : const bit *skip_nils)
363 : {
364 6 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
365 : 0, TYPE_sht, BATgroupsum, NULL,
366 : NULL, NULL, "aggr.subsum");
367 : }
368 :
369 : static str
370 783 : AGGRsubsum_int(bat *retval, const bat *bid, const bat *gid, const bat *eid,
371 : const bit *skip_nils)
372 : {
373 783 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
374 : 0, TYPE_int, BATgroupsum, NULL,
375 : NULL, NULL, "aggr.subsum");
376 : }
377 :
378 : static str
379 3223 : AGGRsubsum_lng(bat *retval, const bat *bid, const bat *gid, const bat *eid,
380 : const bit *skip_nils)
381 : {
382 3223 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
383 : 0, TYPE_lng, BATgroupsum, NULL,
384 : NULL, NULL, "aggr.subsum");
385 : }
386 :
387 : #ifdef HAVE_HGE
388 : static str
389 2161 : AGGRsubsum_hge(bat *retval, const bat *bid, const bat *gid, const bat *eid,
390 : bit *skip_nils)
391 : {
392 2161 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
393 : 0, TYPE_hge, BATgroupsum, NULL,
394 : NULL, NULL, "aggr.subsum");
395 : }
396 : #endif
397 :
398 : static str
399 0 : AGGRsubsum_flt(bat *retval, const bat *bid, const bat *gid, const bat *eid,
400 : const bit *skip_nils)
401 : {
402 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
403 : 0, TYPE_flt, BATgroupsum, NULL,
404 : NULL, NULL, "aggr.subsum");
405 : }
406 :
407 : static str
408 51 : AGGRsubsum_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
409 : const bit *skip_nils)
410 : {
411 51 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
412 : 0, TYPE_dbl, BATgroupsum, NULL,
413 : NULL, NULL, "aggr.subsum");
414 : }
415 :
416 : static str
417 0 : AGGRsubsumcand_bte(bat *retval, const bat *bid, const bat *gid, const bat *eid,
418 : const bat *sid, const bit *skip_nils)
419 : {
420 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
421 : 0, TYPE_bte, BATgroupsum, NULL,
422 : NULL, NULL, "aggr.subsum");
423 : }
424 :
425 : static str
426 0 : AGGRsubsumcand_sht(bat *retval, const bat *bid, const bat *gid, const bat *eid,
427 : const bat *sid, const bit *skip_nils)
428 : {
429 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
430 : 0, TYPE_sht, BATgroupsum, NULL,
431 : NULL, NULL, "aggr.subsum");
432 : }
433 :
434 : static str
435 0 : AGGRsubsumcand_int(bat *retval, const bat *bid, const bat *gid, const bat *eid,
436 : const bat *sid, const bit *skip_nils)
437 : {
438 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
439 : 0, TYPE_int, BATgroupsum, NULL,
440 : NULL, NULL, "aggr.subsum");
441 : }
442 :
443 : static str
444 0 : AGGRsubsumcand_lng(bat *retval, const bat *bid, const bat *gid, const bat *eid,
445 : const bat *sid, const bit *skip_nils)
446 : {
447 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
448 : 0, TYPE_lng, BATgroupsum, NULL,
449 : NULL, NULL, "aggr.subsum");
450 : }
451 :
452 : #ifdef HAVE_HGE
453 : static str
454 0 : AGGRsubsumcand_hge(bat *retval, const bat *bid, const bat *gid, const bat *eid,
455 : const bat *sid, const bit *skip_nils)
456 : {
457 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
458 : 0, TYPE_hge, BATgroupsum, NULL,
459 : NULL, NULL, "aggr.subsum");
460 : }
461 : #endif
462 :
463 : static str
464 0 : AGGRsubsumcand_flt(bat *retval, const bat *bid, const bat *gid, const bat *eid,
465 : const bat *sid, const bit *skip_nils)
466 : {
467 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
468 : 0, TYPE_flt, BATgroupsum, NULL,
469 : NULL, NULL, "aggr.subsum");
470 : }
471 :
472 : static str
473 0 : AGGRsubsumcand_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
474 : const bat *sid, const bit *skip_nils)
475 : {
476 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
477 : 0, TYPE_dbl, BATgroupsum, NULL,
478 : NULL, NULL, "aggr.subsum");
479 : }
480 :
481 : static str
482 0 : AGGRsubprod_bte(bat *retval, const bat *bid, const bat *gid, const bat *eid,
483 : const bit *skip_nils)
484 : {
485 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
486 : 0, TYPE_bte, BATgroupprod, NULL,
487 : NULL, NULL, "aggr.subprod");
488 : }
489 :
490 : static str
491 0 : AGGRsubprod_sht(bat *retval, const bat *bid, const bat *gid, const bat *eid,
492 : const bit *skip_nils)
493 : {
494 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
495 : 0, TYPE_sht, BATgroupprod, NULL,
496 : NULL, NULL, "aggr.subprod");
497 : }
498 :
499 : static str
500 0 : AGGRsubprod_int(bat *retval, const bat *bid, const bat *gid, const bat *eid,
501 : const bit *skip_nils)
502 : {
503 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
504 : 0, TYPE_int, BATgroupprod, NULL,
505 : NULL, NULL, "aggr.subprod");
506 : }
507 :
508 : static str
509 0 : AGGRsubprod_lng(bat *retval, const bat *bid, const bat *gid, const bat *eid,
510 : const bit *skip_nils)
511 : {
512 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
513 : 0, TYPE_lng, BATgroupprod, NULL,
514 : NULL, NULL, "aggr.subprod");
515 : }
516 :
517 : #ifdef HAVE_HGE
518 : static str
519 0 : AGGRsubprod_hge(bat *retval, const bat *bid, const bat *gid, const bat *eid,
520 : const bit *skip_nils)
521 : {
522 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
523 : 0, TYPE_hge, BATgroupprod, NULL,
524 : NULL, NULL, "aggr.subprod");
525 : }
526 : #endif
527 :
528 : static str
529 0 : AGGRsubprod_flt(bat *retval, const bat *bid, const bat *gid, const bat *eid,
530 : const bit *skip_nils)
531 : {
532 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
533 : 0, TYPE_flt, BATgroupprod, NULL,
534 : NULL, NULL, "aggr.subprod");
535 : }
536 :
537 : static str
538 21 : AGGRsubprod_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
539 : const bit *skip_nils)
540 : {
541 21 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
542 : 0, TYPE_dbl, BATgroupprod, NULL,
543 : NULL, NULL, "aggr.subprod");
544 : }
545 :
546 : static str
547 0 : AGGRsubprodcand_bte(bat *retval, const bat *bid, const bat *gid, const bat *eid,
548 : const bat *sid, const bit *skip_nils)
549 : {
550 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
551 : 0, TYPE_bte, BATgroupprod, NULL,
552 : NULL, NULL, "aggr.subprod");
553 : }
554 :
555 : static str
556 0 : AGGRsubprodcand_sht(bat *retval, const bat *bid, const bat *gid, const bat *eid,
557 : const bat *sid, const bit *skip_nils)
558 : {
559 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
560 : 0, TYPE_sht, BATgroupprod, NULL,
561 : NULL, NULL, "aggr.subprod");
562 : }
563 :
564 : static str
565 0 : AGGRsubprodcand_int(bat *retval, const bat *bid, const bat *gid, const bat *eid,
566 : const bat *sid, const bit *skip_nils)
567 : {
568 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
569 : 0, TYPE_int, BATgroupprod, NULL,
570 : NULL, NULL, "aggr.subprod");
571 : }
572 :
573 : static str
574 0 : AGGRsubprodcand_lng(bat *retval, const bat *bid, const bat *gid, const bat *eid,
575 : const bat *sid, const bit *skip_nils)
576 : {
577 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
578 : 0, TYPE_lng, BATgroupprod, NULL,
579 : NULL, NULL, "aggr.subprod");
580 : }
581 :
582 : #ifdef HAVE_HGE
583 : static str
584 0 : AGGRsubprodcand_hge(bat *retval, const bat *bid, const bat *gid, const bat *eid,
585 : const bat *sid, const bit *skip_nils)
586 : {
587 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
588 : 0, TYPE_hge, BATgroupprod, NULL,
589 : NULL, NULL, "aggr.subprod");
590 : }
591 : #endif
592 :
593 : static str
594 0 : AGGRsubprodcand_flt(bat *retval, const bat *bid, const bat *gid, const bat *eid,
595 : const bat *sid, const bit *skip_nils)
596 : {
597 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
598 : 0, TYPE_flt, BATgroupprod, NULL,
599 : NULL, NULL, "aggr.subprod");
600 : }
601 :
602 : static str
603 0 : AGGRsubprodcand_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
604 : const bat *sid, const bit *skip_nils)
605 : {
606 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
607 : 0, TYPE_dbl, BATgroupprod, NULL,
608 : NULL, NULL, "aggr.subprod");
609 : }
610 :
611 : static str
612 130 : AGGRsubavg1_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
613 : const bit *skip_nils)
614 : {
615 130 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
616 : 0, TYPE_dbl, NULL, BATgroupavg,
617 : NULL, NULL, "aggr.subavg");
618 : }
619 :
620 : static str
621 0 : AGGRsubavg1cand_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
622 : const bat *sid, const bit *skip_nils)
623 : {
624 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
625 : 0, TYPE_dbl, NULL, BATgroupavg,
626 : NULL, NULL, "aggr.subavg");
627 : }
628 :
629 : static str
630 188 : AGGRsubavg2_dbl(bat *retval1, bat *retval2, const bat *bid, const bat *gid,
631 : const bat *eid, const bit *skip_nils)
632 : {
633 188 : return AGGRgrouped(retval1, retval2, bid, gid, eid, NULL, *skip_nils,
634 : 0, TYPE_dbl, NULL, BATgroupavg,
635 : NULL, NULL, "aggr.subavg");
636 : }
637 :
638 : static str
639 0 : AGGRsubavg2cand_dbl(bat *retval1, bat *retval2, const bat *bid, const bat *gid,
640 : const bat *eid, const bat *sid, const bit *skip_nils)
641 : {
642 0 : return AGGRgrouped(retval1, retval2, bid, gid, eid, sid, *skip_nils,
643 : 0, TYPE_dbl, NULL, BATgroupavg,
644 : NULL, NULL, "aggr.subavg");
645 : }
646 :
647 : static str
648 0 : AGGRsubavg1s_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
649 : const bit *skip_nils, const int *scale)
650 : {
651 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
652 : *scale, TYPE_dbl, NULL, BATgroupavg,
653 : NULL, NULL, "aggr.subavg");
654 : }
655 :
656 : static str
657 0 : AGGRsubavg1scand_dbl(bat *retval, const bat *bid, const bat *gid,
658 : const bat *eid, const bat *sid, const bit *skip_nils,
659 : const int *scale)
660 : {
661 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
662 : *scale, TYPE_dbl, NULL, BATgroupavg,
663 : NULL, NULL, "aggr.subavg");
664 : }
665 :
666 : static str
667 0 : AGGRsubavg2s_dbl(bat *retval1, bat *retval2, const bat *bid, const bat *gid,
668 : const bat *eid, const bit *skip_nils, const int *scale)
669 : {
670 0 : return AGGRgrouped(retval1, retval2, bid, gid, eid, NULL, *skip_nils,
671 : *scale, TYPE_dbl, NULL, BATgroupavg,
672 : NULL, NULL, "aggr.subavg");
673 : }
674 :
675 : static str
676 0 : AGGRsubavg2scand_dbl(bat *retval1, bat *retval2, const bat *bid, const bat *gid,
677 : const bat *eid, const bat *sid, const bit *skip_nils,
678 : const int *scale)
679 : {
680 0 : return AGGRgrouped(retval1, retval2, bid, gid, eid, sid, *skip_nils,
681 : *scale, TYPE_dbl, NULL, BATgroupavg,
682 : NULL, NULL, "aggr.subavg");
683 : }
684 :
685 : static str
686 210 : AGGRavg3(bat *retval1, bat *retval2, bat *retval3, const bat *bid,
687 : const bat *gid, const bat *eid, const bat *sid, const bit *skip_nils)
688 : {
689 210 : BAT *b, *g, *e, *s, *avgs, *cnts, *rems;
690 210 : gdk_return rc;
691 :
692 210 : b = BATdescriptor(*bid);
693 212 : g = gid != NULL && !is_bat_nil(*gid) ? BATdescriptor(*gid) : NULL;
694 212 : e = eid != NULL && !is_bat_nil(*eid) ? BATdescriptor(*eid) : NULL;
695 212 : s = sid != NULL && !is_bat_nil(*sid) ? BATdescriptor(*sid) : NULL;
696 :
697 212 : if (b == NULL ||
698 212 : (gid != NULL && !is_bat_nil(*gid) && g == NULL) ||
699 212 : (eid != NULL && !is_bat_nil(*eid) && e == NULL) ||
700 212 : (sid != NULL && !is_bat_nil(*sid) && s == NULL)) {
701 0 : BBPreclaim(b);
702 0 : BBPreclaim(g);
703 0 : BBPreclaim(e);
704 0 : BBPreclaim(s);
705 0 : throw(MAL, "aggr.subavg", SQLSTATE(HY002) RUNTIME_OBJECT_MISSING);
706 : }
707 :
708 212 : rc = BATgroupavg3(&avgs, &rems, &cnts, b, g, e, s, *skip_nils);
709 :
710 210 : BBPunfix(b->batCacheid);
711 210 : BBPreclaim(g);
712 211 : BBPreclaim(e);
713 212 : BBPreclaim(s);
714 212 : if (rc != GDK_SUCCEED)
715 0 : throw(MAL, "aggr.subavg", GDK_EXCEPTION);
716 212 : *retval1 = avgs->batCacheid;
717 212 : BBPkeepref(avgs);
718 212 : *retval2 = rems->batCacheid;
719 212 : BBPkeepref(rems);
720 212 : *retval3 = cnts->batCacheid;
721 212 : BBPkeepref(cnts);
722 212 : return MAL_SUCCEED;
723 : }
724 :
725 : static str
726 16 : AGGRavg3comb(bat *retval1, const bat *bid, const bat *rid, const bat *cid,
727 : const bat *gid, const bat *eid, const bit *skip_nils)
728 : {
729 16 : BAT *b, *r, *c, *g, *e, *bn;
730 :
731 16 : b = BATdescriptor(*bid);
732 17 : r = BATdescriptor(*rid);
733 17 : c = BATdescriptor(*cid);
734 17 : g = gid != NULL && !is_bat_nil(*gid) ? BATdescriptor(*gid) : NULL;
735 17 : e = eid != NULL && !is_bat_nil(*eid) ? BATdescriptor(*eid) : NULL;
736 :
737 17 : if (b == NULL ||
738 17 : r == NULL ||
739 17 : c == NULL ||
740 17 : (gid != NULL && !is_bat_nil(*gid) && g == NULL) ||
741 17 : (eid != NULL && !is_bat_nil(*eid) && e == NULL)) {
742 0 : BBPreclaim(b);
743 0 : BBPreclaim(r);
744 0 : BBPreclaim(c);
745 0 : BBPreclaim(g);
746 0 : BBPreclaim(e);
747 0 : throw(MAL, "aggr.subavg", SQLSTATE(HY002) RUNTIME_OBJECT_MISSING);
748 : }
749 :
750 17 : bn = BATgroupavg3combine(b, r, c, g, e, *skip_nils);
751 :
752 17 : BBPunfix(b->batCacheid);
753 17 : BBPunfix(r->batCacheid);
754 17 : BBPunfix(c->batCacheid);
755 17 : BBPreclaim(g);
756 17 : BBPreclaim(e);
757 17 : if (bn == NULL)
758 0 : throw(MAL, "aggr.subavg", GDK_EXCEPTION);
759 17 : *retval1 = bn->batCacheid;
760 17 : BBPkeepref(bn);
761 17 : return MAL_SUCCEED;
762 : }
763 :
764 : static str
765 7 : AGGRsubstdev_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
766 : const bit *skip_nils)
767 : {
768 7 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
769 : 0, TYPE_dbl, BATgroupstdev_sample,
770 : NULL, NULL, NULL, "aggr.substdev");
771 : }
772 :
773 : static str
774 0 : AGGRsubstdevcand_dbl(bat *retval, const bat *bid, const bat *gid,
775 : const bat *eid, const bat *sid, const bit *skip_nils)
776 : {
777 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
778 : 0, TYPE_dbl, BATgroupstdev_sample,
779 : NULL, NULL, NULL, "aggr.substdev");
780 : }
781 :
782 : static str
783 5 : AGGRsubstdevp_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
784 : const bit *skip_nils)
785 : {
786 5 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
787 : 0, TYPE_dbl,
788 : BATgroupstdev_population, NULL, NULL, NULL,
789 : "aggr.substdevp");
790 : }
791 :
792 : static str
793 0 : AGGRsubstdevpcand_dbl(bat *retval, const bat *bid, const bat *gid,
794 : const bat *eid, const bat *sid, const bit *skip_nils)
795 : {
796 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
797 : 0, TYPE_dbl,
798 : BATgroupstdev_population,
799 : NULL, NULL, NULL, "aggr.substdevp");
800 : }
801 :
802 : static str
803 1 : AGGRsubvariance_dbl(bat *retval, const bat *bid, const bat *gid, const bat *eid,
804 : const bit *skip_nils)
805 : {
806 1 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
807 : 0, TYPE_dbl, BATgroupvariance_sample,
808 : NULL, NULL, NULL, "aggr.subvariance");
809 : }
810 :
811 : static str
812 0 : AGGRsubvariancecand_dbl(bat *retval, const bat *bid, const bat *gid,
813 : const bat *eid, const bat *sid, const bit *skip_nils)
814 : {
815 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
816 : 0, TYPE_dbl, BATgroupvariance_sample,
817 : NULL, NULL, NULL, "aggr.subvariance");
818 : }
819 :
820 : static str
821 5 : AGGRsubvariancep_dbl(bat *retval, const bat *bid, const bat *gid,
822 : const bat *eid, const bit *skip_nils)
823 : {
824 5 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
825 : 0, TYPE_dbl,
826 : BATgroupvariance_population, NULL,
827 : NULL, NULL, "aggr.subvariancep");
828 : }
829 :
830 : static str
831 0 : AGGRsubvariancepcand_dbl(bat *retval, const bat *bid, const bat *gid,
832 : const bat *eid, const bat *sid, const bit *skip_nils)
833 : {
834 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
835 : 0, TYPE_dbl,
836 : BATgroupvariance_population, NULL,
837 : NULL, NULL, "aggr.subvariancep");
838 : }
839 :
840 : static str
841 26486 : AGGRsubcount(bat *retval, const bat *bid, const bat *gid, const bat *eid,
842 : const bit *skip_nils)
843 : {
844 26486 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
845 : 0, TYPE_lng, BATgroupcount, NULL, NULL,
846 : NULL, "aggr.subcount");
847 : }
848 :
849 : static str
850 0 : AGGRsubcountcand(bat *retval, const bat *bid, const bat *gid, const bat *eid,
851 : const bat *sid, const bit *skip_nils)
852 : {
853 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
854 : 0, TYPE_lng, BATgroupcount, NULL,
855 : NULL, NULL, "aggr.subcount");
856 : }
857 :
858 : static str
859 0 : AGGRsubmin(bat *retval, const bat *bid, const bat *gid, const bat *eid,
860 : const bit *skip_nils)
861 : {
862 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
863 : 0, TYPE_oid, BATgroupmin, NULL,
864 : NULL, NULL, "aggr.submin");
865 : }
866 :
867 : static str
868 0 : AGGRsubmincand(bat *retval, const bat *bid, const bat *gid, const bat *eid,
869 : const bat *sid, const bit *skip_nils)
870 : {
871 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
872 : 0, TYPE_oid, BATgroupmin, NULL,
873 : NULL, NULL, "aggr.submin");
874 : }
875 :
876 : static str
877 0 : AGGRsubmax(bat *retval, const bat *bid, const bat *gid, const bat *eid,
878 : const bit *skip_nils)
879 : {
880 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
881 : 0, TYPE_oid, BATgroupmax, NULL,
882 : NULL, NULL, "aggr.submax");
883 : }
884 :
885 : static str
886 0 : AGGRsubmaxcand(bat *retval, const bat *bid, const bat *gid, const bat *eid,
887 : const bat *sid, const bit *skip_nils)
888 : {
889 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
890 : 0, TYPE_oid, BATgroupmax, NULL,
891 : NULL, NULL, "aggr.submax");
892 : }
893 :
894 : static str
895 598 : AGGRsubmincand_val(bat *retval, const bat *bid, const bat *gid, const bat *eid,
896 : const bat *sid, const bit *skip_nils)
897 : {
898 598 : bat tmpid;
899 598 : str err;
900 :
901 598 : err = AGGRgrouped(&tmpid, NULL, bid, gid, eid, sid, *skip_nils,
902 : 0, TYPE_oid, BATgroupmin, NULL, NULL, NULL,
903 : "aggr.submin");
904 599 : if (err == MAL_SUCCEED) {
905 599 : err = ALGprojection(retval, &tmpid, bid);
906 599 : BBPrelease(tmpid);
907 : }
908 599 : return err;
909 : }
910 :
911 : static str
912 598 : AGGRsubmin_val(bat *retval, const bat *bid, const bat *gid, const bat *eid,
913 : const bit *skip_nils)
914 : {
915 598 : return AGGRsubmincand_val(retval, bid, gid, eid, NULL, skip_nils);
916 : }
917 :
918 : static str
919 640 : AGGRsubmaxcand_val(bat *retval, const bat *bid, const bat *gid, const bat *eid,
920 : const bat *sid, const bit *skip_nils)
921 : {
922 640 : bat tmpid;
923 640 : str err;
924 :
925 640 : err = AGGRgrouped(&tmpid, NULL, bid, gid, eid, sid, *skip_nils,
926 : 0, TYPE_oid, BATgroupmax, NULL, NULL, NULL,
927 : "aggr.submax");
928 641 : if (err == MAL_SUCCEED) {
929 641 : err = ALGprojection(retval, &tmpid, bid);
930 640 : BBPrelease(tmpid);
931 : }
932 642 : return err;
933 : }
934 :
935 : static str
936 640 : AGGRsubmax_val(bat *retval, const bat *bid, const bat *gid, const bat *eid,
937 : const bit *skip_nils)
938 : {
939 640 : return AGGRsubmaxcand_val(retval, bid, gid, eid, NULL, skip_nils);
940 : }
941 :
942 : static str
943 19 : AGGRmedian(void *retval, const bat *bid)
944 : {
945 19 : str err;
946 19 : bat rval;
947 19 : if ((err = AGGRgrouped(&rval, NULL, bid, NULL, NULL, NULL, true,
948 : 0, TYPE_any, BATgroupmedian, NULL,
949 : NULL, NULL, "aggr.submedian")) == MAL_SUCCEED) {
950 19 : oid pos = 0;
951 19 : err = ALGfetchoid(retval, &rval, &pos);
952 19 : BBPrelease(rval);
953 : }
954 19 : return err;
955 : }
956 :
957 : static str
958 9 : AGGRsubmedian(bat *retval, const bat *bid, const bat *gid, const bat *eid,
959 : const bit *skip_nils)
960 : {
961 9 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
962 : 0, TYPE_any, BATgroupmedian, NULL,
963 : NULL, NULL, "aggr.submedian");
964 : }
965 :
966 : static str
967 0 : AGGRsubmediancand(bat *retval, const bat *bid, const bat *gid, const bat *eid,
968 : const bat *sid, const bit *skip_nils)
969 : {
970 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
971 : 0, TYPE_any, BATgroupmedian, NULL,
972 : NULL, NULL, "aggr.submedian");
973 : }
974 :
975 : /* quantile functions, could make median functions obsolete completely */
976 : static str
977 8 : AGGRquantile(void *retval, const bat *bid, const bat *qid)
978 : {
979 8 : str err;
980 8 : bat rval;
981 8 : if ((err = AGGRgrouped(&rval, NULL, bid, NULL, NULL, NULL, true,
982 : 0, TYPE_any, NULL, NULL, BATgroupquantile,
983 : qid, "aggr.subquantile")) == MAL_SUCCEED) {
984 6 : oid pos = 0;
985 6 : err = ALGfetchoid(retval, &rval, &pos);
986 6 : BBPrelease(rval);
987 : }
988 8 : return err;
989 : }
990 :
991 : static str
992 16 : AGGRquantile_cst(void *retval, const bat *bid, const dbl *q)
993 : {
994 16 : str err;
995 16 : bat rval;
996 16 : if ((err = AGGRgrouped_bat_or_val(&rval, NULL, bid, NULL, NULL, NULL, true,
997 : 0, TYPE_any, NULL, NULL, BATgroupquantile,
998 : NULL, q,
999 : "aggr.subquantile")) == MAL_SUCCEED) {
1000 14 : oid pos = 0;
1001 14 : err = ALGfetchoid(retval, &rval, &pos);
1002 14 : BBPrelease(rval);
1003 : }
1004 16 : return err;
1005 : }
1006 :
1007 : static str
1008 13 : AGGRsubquantile(bat *retval, const bat *bid, const bat *quantile,
1009 : const bat *gid, const bat *eid, const bit *skip_nils)
1010 : {
1011 13 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
1012 : 0, TYPE_any, NULL, NULL, BATgroupquantile,
1013 : quantile, "aggr.subquantile");
1014 : }
1015 :
1016 : static str
1017 0 : AGGRsubquantilecand(bat *retval, const bat *bid, const bat *quantile,
1018 : const bat *gid, const bat *eid, const bat *sid,
1019 : const bit *skip_nils)
1020 : {
1021 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
1022 : 0, TYPE_any, NULL, NULL, BATgroupquantile,
1023 : quantile, "aggr.subquantile");
1024 : }
1025 :
1026 : static str
1027 2 : AGGRmedian_avg(dbl *retval, const bat *bid)
1028 : {
1029 2 : str err;
1030 2 : bat rval;
1031 2 : if ((err = AGGRgrouped(&rval, NULL, bid, NULL, NULL, NULL, true,
1032 : 0, TYPE_any, BATgroupmedian_avg, NULL,
1033 : NULL, NULL, "aggr.submedian_avg")) == MAL_SUCCEED) {
1034 2 : oid pos = 0;
1035 2 : err = ALGfetchoid(retval, &rval, &pos);
1036 2 : BBPrelease(rval);
1037 : }
1038 2 : return err;
1039 : }
1040 :
1041 : static str
1042 1 : AGGRsubmedian_avg(bat *retval, const bat *bid, const bat *gid, const bat *eid,
1043 : const bit *skip_nils)
1044 : {
1045 1 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
1046 : 0, TYPE_any, BATgroupmedian_avg, NULL,
1047 : NULL, NULL, "aggr.submedian_avg");
1048 : }
1049 :
1050 : static str
1051 0 : AGGRsubmediancand_avg(bat *retval, const bat *bid, const bat *gid,
1052 : const bat *eid, const bat *sid, const bit *skip_nils)
1053 : {
1054 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
1055 : 0, TYPE_any, BATgroupmedian_avg, NULL,
1056 : NULL, NULL, "aggr.submedian_avg");
1057 : }
1058 :
1059 : /* quantile functions, could make median functions obsolete completely */
1060 : static str
1061 0 : AGGRquantile_avg(dbl *retval, const bat *bid, const bat *qid)
1062 : {
1063 0 : str err;
1064 0 : bat rval;
1065 0 : if ((err = AGGRgrouped(&rval, NULL, bid, NULL, NULL, NULL, true,
1066 : 0, TYPE_any, NULL, NULL, BATgroupquantile_avg,
1067 : qid, "aggr.subquantile_avg")) == MAL_SUCCEED) {
1068 0 : oid pos = 0;
1069 0 : err = ALGfetchoid(retval, &rval, &pos);
1070 0 : BBPrelease(rval);
1071 : }
1072 0 : return err;
1073 : }
1074 :
1075 : static str
1076 2 : AGGRquantile_avg_cst(dbl *retval, const bat *bid, const dbl *q)
1077 : {
1078 2 : str err;
1079 2 : bat rval;
1080 2 : if ((err = AGGRgrouped_bat_or_val(&rval, NULL, bid, NULL, NULL, NULL, true,
1081 : 0, TYPE_any, NULL, NULL,
1082 : BATgroupquantile_avg, NULL, q,
1083 : "aggr.subquantile_avg")) == MAL_SUCCEED) {
1084 2 : oid pos = 0;
1085 2 : err = ALGfetchoid(retval, &rval, &pos);
1086 2 : BBPrelease(rval);
1087 : }
1088 2 : return err;
1089 : }
1090 :
1091 : static str
1092 1 : AGGRsubquantile_avg(bat *retval, const bat *bid, const bat *quantile,
1093 : const bat *gid, const bat *eid, const bit *skip_nils)
1094 : {
1095 1 : return AGGRgrouped(retval, NULL, bid, gid, eid, NULL, *skip_nils,
1096 : 0, TYPE_any, NULL, NULL, BATgroupquantile_avg,
1097 : quantile, "aggr.subquantile_avg");
1098 : }
1099 :
1100 : static str
1101 0 : AGGRsubquantilecand_avg(bat *retval, const bat *bid, const bat *quantile,
1102 : const bat *gid, const bat *eid, const bat *sid,
1103 : const bit *skip_nils)
1104 : {
1105 0 : return AGGRgrouped(retval, NULL, bid, gid, eid, sid, *skip_nils,
1106 : 0, TYPE_any, NULL, NULL, BATgroupquantile_avg,
1107 : quantile, "aggr.subquantile_avg");
1108 : }
1109 :
1110 : static str
1111 54 : AGGRgroup_str_concat(bat *retval1, const bat *bid, const bat *gid,
1112 : const bat *eid, const bat *sid, bool skip_nils,
1113 : const bat *sepid, const char *separator,
1114 : const char *malfunc)
1115 : {
1116 54 : BAT *b, *g, *e, *s, *sep, *bn = NULL;
1117 :
1118 54 : b = BATdescriptor(*bid);
1119 54 : g = gid ? BATdescriptor(*gid) : NULL;
1120 54 : e = eid ? BATdescriptor(*eid) : NULL;
1121 54 : s = sid ? BATdescriptor(*sid) : NULL;
1122 54 : sep = sepid ? BATdescriptor(*sepid) : NULL;
1123 :
1124 54 : if (b == NULL || (gid != NULL && g == NULL) || (eid != NULL && e == NULL) ||
1125 54 : (sid != NULL && s == NULL) || (sepid != NULL && sep == NULL)) {
1126 0 : BBPreclaim(b);
1127 0 : BBPreclaim(g);
1128 0 : BBPreclaim(e);
1129 0 : BBPreclaim(s);
1130 0 : BBPreclaim(sep);
1131 0 : throw(MAL, malfunc, SQLSTATE(HY002) RUNTIME_OBJECT_MISSING);
1132 : }
1133 :
1134 54 : bn = BATgroupstr_group_concat(b, g, e, s, sep, skip_nils, separator);
1135 :
1136 54 : BBPunfix(b->batCacheid);
1137 54 : BBPreclaim(g);
1138 54 : BBPreclaim(e);
1139 54 : BBPreclaim(s);
1140 54 : BBPreclaim(sep);
1141 54 : if (bn == NULL)
1142 0 : throw(MAL, malfunc, GDK_EXCEPTION);
1143 54 : *retval1 = bn->batCacheid;
1144 54 : BBPkeepref(bn);
1145 54 : return MAL_SUCCEED;
1146 : }
1147 :
1148 : #define DEFAULT_SEPARATOR ","
1149 :
1150 : static str
1151 0 : AGGRstr_group_concat(bat *retval, const bat *bid, const bat *gid,
1152 : const bat *eid)
1153 : {
1154 0 : return AGGRgroup_str_concat(retval, bid, gid, eid, NULL, true, NULL,
1155 : DEFAULT_SEPARATOR, "aggr.str_group_concat");
1156 : }
1157 :
1158 : static str
1159 20 : AGGRsubstr_group_concat(bat *retval, const bat *bid, const bat *gid,
1160 : const bat *eid, const bit *skip_nils)
1161 : {
1162 20 : return AGGRgroup_str_concat(retval, bid, gid, eid, NULL, *skip_nils, NULL,
1163 : DEFAULT_SEPARATOR, "aggr.substr_group_concat");
1164 : }
1165 :
1166 : static str
1167 0 : AGGRsubstr_group_concatcand(bat *retval, const bat *bid, const bat *gid,
1168 : const bat *eid, const bat *sid,
1169 : const bit *skip_nils)
1170 : {
1171 0 : return AGGRgroup_str_concat(retval, bid, gid, eid, sid, *skip_nils, NULL,
1172 : DEFAULT_SEPARATOR, "aggr.substr_group_concat");
1173 : }
1174 :
1175 : static str
1176 0 : AGGRstr_group_concat_sep(bat *retval, const bat *bid, const bat *sep,
1177 : const bat *gid, const bat *eid)
1178 : {
1179 0 : return AGGRgroup_str_concat(retval, bid, gid, eid, NULL, true, sep, NULL,
1180 0 : "aggr.str_group_concat_sep");;
1181 : }
1182 :
1183 : static str
1184 34 : AGGRsubstr_group_concat_sep(bat *retval, const bat *bid, const bat *sep,
1185 : const bat *gid, const bat *eid,
1186 : const bit *skip_nils)
1187 : {
1188 34 : return AGGRgroup_str_concat(retval, bid, gid, eid, NULL, *skip_nils, sep,
1189 : NULL, "aggr.substr_group_concat_sep");
1190 : }
1191 :
1192 : static str
1193 0 : AGGRsubstr_group_concatcand_sep(bat *retval, const bat *bid, const bat *sep,
1194 : const bat *gid, const bat *eid, const bat *sid,
1195 : const bit *skip_nils)
1196 : {
1197 0 : return AGGRgroup_str_concat(retval, bid, gid, eid, sid, *skip_nils, sep,
1198 : NULL, "aggr.substr_group_concat_sep");
1199 : }
1200 :
1201 : static str
1202 97 : AGGRgrouped2(bat *retval, const bat *bid1, const bat *bid2, const bat *gid,
1203 : const bat *eid, const bat *sid, bool skip_nils, int tp,
1204 : BAT *(*func)(BAT *, BAT *, BAT *, BAT *, BAT *, int tp,
1205 : bool skip_nils), const char *malfunc)
1206 : {
1207 97 : BAT *b1, *b2, *g, *e, *s, *bn = NULL;
1208 :
1209 97 : assert(func != NULL);
1210 :
1211 97 : b1 = BATdescriptor(*bid1);
1212 108 : b2 = BATdescriptor(*bid2);
1213 109 : g = gid ? BATdescriptor(*gid) : NULL;
1214 109 : e = eid ? BATdescriptor(*eid) : NULL;
1215 109 : s = sid ? BATdescriptor(*sid) : NULL;
1216 :
1217 109 : if (b1 == NULL || b2 == NULL || (gid != NULL && g == NULL)
1218 109 : || (eid != NULL && e == NULL) || (sid != NULL && s == NULL)) {
1219 0 : BBPreclaim(b1);
1220 0 : BBPreclaim(b2);
1221 0 : BBPreclaim(g);
1222 0 : BBPreclaim(e);
1223 0 : BBPreclaim(s);
1224 0 : throw(MAL, malfunc, SQLSTATE(HY002) RUNTIME_OBJECT_MISSING);
1225 : }
1226 :
1227 109 : if (b1->ttype != b2->ttype) {
1228 0 : BBPunfix(b1->batCacheid);
1229 0 : BBPunfix(b2->batCacheid);
1230 0 : BBPreclaim(g);
1231 0 : BBPreclaim(e);
1232 0 : BBPreclaim(s);
1233 0 : throw(MAL, malfunc,
1234 : SQLSTATE(42000) "%s requires both arguments of the same type",
1235 : malfunc);
1236 : }
1237 :
1238 109 : bn = (*func) (b1, b2, g, e, s, tp, skip_nils);
1239 :
1240 106 : BBPunfix(b1->batCacheid);
1241 105 : BBPunfix(b2->batCacheid);
1242 108 : BBPreclaim(g);
1243 109 : BBPreclaim(e);
1244 109 : BBPreclaim(s);
1245 109 : if (bn == NULL)
1246 1 : throw(MAL, malfunc, GDK_EXCEPTION);
1247 108 : *retval = bn->batCacheid;
1248 108 : BBPkeepref(bn);
1249 108 : return MAL_SUCCEED;
1250 : }
1251 :
1252 : static str
1253 0 : AGGRcovariance(bat *retval, const bat *b1, const bat *b2, const bat *gid,
1254 : const bat *eid)
1255 : {
1256 0 : return AGGRgrouped2(retval, b1, b2, gid, eid, NULL, true, TYPE_dbl,
1257 : BATgroupcovariance_sample, "aggr.covariance");
1258 : }
1259 :
1260 : static str
1261 30 : AGGRsubcovariance(bat *retval, const bat *b1, const bat *b2, const bat *gid,
1262 : const bat *eid, const bit *skip_nils)
1263 : {
1264 30 : return AGGRgrouped2(retval, b1, b2, gid, eid, NULL, *skip_nils, TYPE_dbl,
1265 : BATgroupcovariance_sample, "aggr.subcovariance");
1266 : }
1267 :
1268 : static str
1269 0 : AGGRsubcovariancecand(bat *retval, const bat *b1, const bat *b2, const bat *gid,
1270 : const bat *eid, const bat *sid, const bit *skip_nils)
1271 : {
1272 0 : return AGGRgrouped2(retval, b1, b2, gid, eid, sid, *skip_nils, TYPE_dbl,
1273 : BATgroupcovariance_sample, "aggr.subcovariance");
1274 : }
1275 :
1276 : static str
1277 0 : AGGRcovariancep(bat *retval, const bat *b1, const bat *b2, const bat *gid,
1278 : const bat *eid)
1279 : {
1280 0 : return AGGRgrouped2(retval, b1, b2, gid, eid, NULL, true, TYPE_dbl,
1281 : BATgroupcovariance_population, "aggr.covariancep");
1282 : }
1283 :
1284 : static str
1285 28 : AGGRsubcovariancep(bat *retval, const bat *b1, const bat *b2, const bat *gid,
1286 : const bat *eid, const bit *skip_nils)
1287 : {
1288 28 : return AGGRgrouped2(retval, b1, b2, gid, eid, NULL, *skip_nils, TYPE_dbl,
1289 : BATgroupcovariance_population, "aggr.subcovariancep");
1290 : }
1291 :
1292 : static str
1293 0 : AGGRsubcovariancepcand(bat *retval, const bat *b1, const bat *b2,
1294 : const bat *gid, const bat *eid, const bat *sid,
1295 : const bit *skip_nils)
1296 : {
1297 0 : return AGGRgrouped2(retval, b1, b2, gid, eid, sid, *skip_nils, TYPE_dbl,
1298 : BATgroupcovariance_population, "aggr.subcovariancep");
1299 : }
1300 :
1301 : static str
1302 0 : AGGRcorr(bat *retval, const bat *b1, const bat *b2, const bat *gid,
1303 : const bat *eid)
1304 : {
1305 0 : return AGGRgrouped2(retval, b1, b2, gid, eid, NULL, true, TYPE_dbl,
1306 : BATgroupcorrelation, "aggr.corr");
1307 : }
1308 :
1309 : static str
1310 48 : AGGRsubcorr(bat *retval, const bat *b1, const bat *b2, const bat *gid,
1311 : const bat *eid, const bit *skip_nils)
1312 : {
1313 48 : return AGGRgrouped2(retval, b1, b2, gid, eid, NULL, *skip_nils, TYPE_dbl,
1314 : BATgroupcorrelation, "aggr.subcorr");
1315 : }
1316 :
1317 : static str
1318 0 : AGGRsubcorrcand(bat *retval, const bat *b1, const bat *b2, const bat *gid,
1319 : const bat *eid, const bat *sid, const bit *skip_nils)
1320 : {
1321 0 : return AGGRgrouped2(retval, b1, b2, gid, eid, sid, *skip_nils, TYPE_dbl,
1322 : BATgroupcorrelation, "aggr.subcorr");
1323 : }
1324 :
1325 : #include "mel.h"
1326 : mel_func aggr_init_funcs[] = {
1327 : command("aggr", "sum", AGGRsum3_dbl, false, "Grouped tail sum on bte", args(1,4, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1328 : command("aggr", "sum", AGGRsum3_bte, false, "Grouped tail sum on bte", args(1,4, batarg("",bte),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1329 : command("aggr", "subsum", AGGRsubsum_bte, false, "Grouped sum aggregate", args(1,5, batarg("",bte),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1330 : command("aggr", "subsum", AGGRsubsumcand_bte, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",bte),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1331 : command("aggr", "prod", AGGRprod3_bte, false, "Grouped tail product on bte", args(1,4, batarg("",bte),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1332 : command("aggr", "subprod", AGGRsubprod_bte, false, "Grouped product aggregate", args(1,5, batarg("",bte),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1333 : command("aggr", "subprod", AGGRsubprodcand_bte, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",bte),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1334 : command("aggr", "sum", AGGRsum3_sht, false, "Grouped tail sum on bte", args(1,4, batarg("",sht),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1335 : command("aggr", "subsum", AGGRsubsum_sht, false, "Grouped sum aggregate", args(1,5, batarg("",sht),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1336 : command("aggr", "subsum", AGGRsubsumcand_sht, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",sht),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1337 : command("aggr", "prod", AGGRprod3_sht, false, "Grouped tail product on bte", args(1,4, batarg("",sht),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1338 : command("aggr", "subprod", AGGRsubprod_sht, false, "Grouped product aggregate", args(1,5, batarg("",sht),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1339 : command("aggr", "subprod", AGGRsubprodcand_sht, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",sht),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1340 : command("aggr", "sum", AGGRsum3_int, false, "Grouped tail sum on bte", args(1,4, batarg("",int),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1341 : command("aggr", "subsum", AGGRsubsum_int, false, "Grouped sum aggregate", args(1,5, batarg("",int),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1342 : command("aggr", "subsum", AGGRsubsumcand_int, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",int),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1343 : command("aggr", "prod", AGGRprod3_int, false, "Grouped tail product on bte", args(1,4, batarg("",int),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1344 : command("aggr", "subprod", AGGRsubprod_int, false, "Grouped product aggregate", args(1,5, batarg("",int),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1345 : command("aggr", "subprod", AGGRsubprodcand_int, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",int),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1346 : command("aggr", "sum", AGGRsum3_lng, false, "Grouped tail sum on bte", args(1,4, batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1347 : command("aggr", "subsum", AGGRsubsum_lng, false, "Grouped sum aggregate", args(1,5, batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1348 : command("aggr", "subsum", AGGRsubsumcand_lng, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1349 : command("aggr", "prod", AGGRprod3_lng, false, "Grouped tail product on bte", args(1,4, batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1350 : command("aggr", "subprod", AGGRsubprod_lng, false, "Grouped product aggregate", args(1,5, batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1351 : command("aggr", "subprod", AGGRsubprodcand_lng, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1352 : command("aggr", "sum", AGGRsum3_dbl, false, "Grouped tail sum on sht", args(1,4, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1353 : command("aggr", "sum", AGGRsum3_sht, false, "Grouped tail sum on sht", args(1,4, batarg("",sht),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1354 : command("aggr", "subsum", AGGRsubsum_sht, false, "Grouped sum aggregate", args(1,5, batarg("",sht),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1355 : command("aggr", "subsum", AGGRsubsumcand_sht, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",sht),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1356 : command("aggr", "prod", AGGRprod3_sht, false, "Grouped tail product on sht", args(1,4, batarg("",sht),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1357 : command("aggr", "subprod", AGGRsubprod_sht, false, "Grouped product aggregate", args(1,5, batarg("",sht),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1358 : command("aggr", "subprod", AGGRsubprodcand_sht, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",sht),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1359 : command("aggr", "sum", AGGRsum3_int, false, "Grouped tail sum on sht", args(1,4, batarg("",int),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1360 : command("aggr", "subsum", AGGRsubsum_int, false, "Grouped sum aggregate", args(1,5, batarg("",int),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1361 : command("aggr", "subsum", AGGRsubsumcand_int, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",int),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1362 : command("aggr", "prod", AGGRprod3_int, false, "Grouped tail product on sht", args(1,4, batarg("",int),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1363 : command("aggr", "subprod", AGGRsubprod_int, false, "Grouped product aggregate", args(1,5, batarg("",int),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1364 : command("aggr", "subprod", AGGRsubprodcand_int, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",int),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1365 : command("aggr", "sum", AGGRsum3_lng, false, "Grouped tail sum on sht", args(1,4, batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1366 : command("aggr", "subsum", AGGRsubsum_lng, false, "Grouped sum aggregate", args(1,5, batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1367 : command("aggr", "subsum", AGGRsubsumcand_lng, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1368 : command("aggr", "prod", AGGRprod3_lng, false, "Grouped tail product on sht", args(1,4, batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1369 : command("aggr", "subprod", AGGRsubprod_lng, false, "Grouped product aggregate", args(1,5, batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1370 : command("aggr", "subprod", AGGRsubprodcand_lng, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1371 : command("aggr", "sum", AGGRsum3_dbl, false, "Grouped tail sum on int", args(1,4, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1))),
1372 : command("aggr", "sum", AGGRsum3_int, false, "Grouped tail sum on int", args(1,4, batarg("",int),batarg("b",int),batarg("g",oid),batargany("e",1))),
1373 : command("aggr", "subsum", AGGRsubsum_int, false, "Grouped sum aggregate", args(1,5, batarg("",int),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1374 : command("aggr", "subsum", AGGRsubsumcand_int, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",int),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1375 : command("aggr", "prod", AGGRprod3_int, false, "Grouped tail product on int", args(1,4, batarg("",int),batarg("b",int),batarg("g",oid),batargany("e",1))),
1376 : command("aggr", "subprod", AGGRsubprod_int, false, "Grouped product aggregate", args(1,5, batarg("",int),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1377 : command("aggr", "subprod", AGGRsubprodcand_int, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",int),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1378 : command("aggr", "sum", AGGRsum3_lng, false, "Grouped tail sum on int", args(1,4, batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1))),
1379 : command("aggr", "subsum", AGGRsubsum_lng, false, "Grouped sum aggregate", args(1,5, batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1380 : command("aggr", "subsum", AGGRsubsumcand_lng, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1381 : command("aggr", "prod", AGGRprod3_lng, false, "Grouped tail product on int", args(1,4, batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1))),
1382 : command("aggr", "subprod", AGGRsubprod_lng, false, "Grouped product aggregate", args(1,5, batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1383 : command("aggr", "subprod", AGGRsubprodcand_lng, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1384 : command("aggr", "sum", AGGRsum3_dbl, false, "Grouped tail sum on lng", args(1,4, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1385 : command("aggr", "sum", AGGRsum3_lng, false, "Grouped tail sum on lng", args(1,4, batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1386 : command("aggr", "subsum", AGGRsubsum_lng, false, "Grouped sum aggregate", args(1,5, batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1387 : command("aggr", "subsum", AGGRsubsumcand_lng, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1388 : command("aggr", "prod", AGGRprod3_lng, false, "Grouped tail product on lng", args(1,4, batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1389 : command("aggr", "subprod", AGGRsubprod_lng, false, "Grouped product aggregate", args(1,5, batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1390 : command("aggr", "subprod", AGGRsubprodcand_lng, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1391 : command("aggr", "sum", AGGRsum3_flt, false, "Grouped tail sum on flt", args(1,4, batarg("",flt),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1392 : command("aggr", "subsum", AGGRsubsum_flt, false, "Grouped sum aggregate", args(1,5, batarg("",flt),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1393 : command("aggr", "subsum", AGGRsubsumcand_flt, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",flt),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1394 : command("aggr", "prod", AGGRprod3_flt, false, "Grouped tail product on flt", args(1,4, batarg("",flt),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1395 : command("aggr", "subprod", AGGRsubprod_flt, false, "Grouped product aggregate", args(1,5, batarg("",flt),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1396 : command("aggr", "subprod", AGGRsubprodcand_flt, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",flt),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1397 : command("aggr", "sum", AGGRsum3_dbl, false, "Grouped tail sum on flt", args(1,4, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1398 : command("aggr", "subsum", AGGRsubsum_dbl, false, "Grouped sum aggregate", args(1,5, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1399 : command("aggr", "subsum", AGGRsubsumcand_dbl, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1400 : command("aggr", "prod", AGGRprod3_dbl, false, "Grouped tail product on flt", args(1,4, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1401 : command("aggr", "subprod", AGGRsubprod_dbl, false, "Grouped product aggregate", args(1,5, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1402 : command("aggr", "subprod", AGGRsubprodcand_dbl, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1403 : command("aggr", "sum", AGGRsum3_dbl, false, "Grouped tail sum on dbl", args(1,4, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1))),
1404 : command("aggr", "subsum", AGGRsubsum_dbl, false, "Grouped sum aggregate", args(1,5, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1405 : command("aggr", "subsum", AGGRsubsumcand_dbl, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1406 : command("aggr", "prod", AGGRprod3_dbl, false, "Grouped tail product on dbl", args(1,4, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1))),
1407 : command("aggr", "subprod", AGGRsubprod_dbl, false, "Grouped product aggregate", args(1,5, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1408 : command("aggr", "subprod", AGGRsubprodcand_dbl, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1409 : command("aggr", "avg", AGGRavg13_dbl, false, "Grouped tail average on bte", args(1,4, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1410 : command("aggr", "avg", AGGRavg23_dbl, false, "Grouped tail average on bte, also returns count", args(2,5, batarg("",dbl),batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1411 : command("aggr", "avg", AGGRavg14_dbl, false, "Grouped tail average on bte", args(1,5, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("scale",int))),
1412 : command("aggr", "avg", AGGRavg24_dbl, false, "Grouped tail average on bte, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("scale",int))),
1413 : command("aggr", "subavg", AGGRsubavg1_dbl, false, "Grouped average aggregate", args(1,5, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1414 : command("aggr", "subavg", AGGRsubavg1cand_dbl, false, "Grouped average aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1415 : command("aggr", "subavg", AGGRsubavg2_dbl, false, "Grouped average aggregate, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1416 : command("aggr", "subavg", AGGRsubavg2cand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1417 : command("aggr", "subavg", AGGRsubavg1s_dbl, false, "Grouped average aggregate", args(1,6, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1418 : command("aggr", "subavg", AGGRsubavg1scand_dbl, false, "Grouped average aggregate with candidates list", args(1,7, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1419 : command("aggr", "subavg", AGGRsubavg2s_dbl, false, "Grouped average aggregate, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1420 : command("aggr", "subavg", AGGRsubavg2scand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,8, batarg("",dbl),batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1421 : command("aggr", "stdev", AGGRstdev3_dbl, false, "Grouped tail standard deviation (sample/non-biased) on bte", args(1,4, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1422 : command("aggr", "substdev", AGGRsubstdev_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1423 : command("aggr", "substdev", AGGRsubstdevcand_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1424 : command("aggr", "stdevp", AGGRstdevp3_dbl, false, "Grouped tail standard deviation (population/biased) on bte", args(1,4, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1425 : command("aggr", "substdevp", AGGRsubstdevp_dbl, false, "Grouped standard deviation (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1426 : command("aggr", "substdevp", AGGRsubstdevpcand_dbl, false, "Grouped standard deviation (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1427 : command("aggr", "variance", AGGRvariance3_dbl, false, "Grouped tail variance (sample/non-biased) on bte", args(1,4, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1428 : command("aggr", "subvariance", AGGRsubvariance_dbl, false, "Grouped variance (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1429 : command("aggr", "subvariance", AGGRsubvariancecand_dbl, false, "Grouped variance (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1430 : command("aggr", "variancep", AGGRvariancep3_dbl, false, "Grouped tail variance (population/biased) on bte", args(1,4, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1431 : command("aggr", "subvariancep", AGGRsubvariancep_dbl, false, "Grouped variance (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1432 : command("aggr", "subvariancep", AGGRsubvariancepcand_dbl, false, "Grouped variance (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1433 : command("aggr", "covariance", AGGRcovariance, false, "Covariance sample aggregate", args(1,5, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1))),
1434 : command("aggr", "subcovariance", AGGRsubcovariance, false, "Grouped covariance sample aggregate", args(1,6, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1435 : command("aggr", "subcovariance", AGGRsubcovariancecand, false, "Grouped covariance sample aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1436 : command("aggr", "covariancep", AGGRcovariancep, false, "Covariance population aggregate", args(1,5, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1))),
1437 : command("aggr", "subcovariancep", AGGRsubcovariancep, false, "Grouped covariance population aggregate", args(1,6, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1438 : command("aggr", "subcovariancep", AGGRsubcovariancepcand, false, "Grouped covariance population aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1439 : command("aggr", "corr", AGGRcorr, false, "Correlation aggregate", args(1,5, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1))),
1440 : command("aggr", "subcorr", AGGRsubcorr, false, "Grouped correlation aggregate", args(1,6, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1441 : command("aggr", "subcorr", AGGRsubcorrcand, false, "Grouped correlation aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",bte),batarg("b2",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1442 : command("aggr", "avg", AGGRavg13_dbl, false, "Grouped tail average on sht", args(1,4, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1443 : command("aggr", "avg", AGGRavg23_dbl, false, "Grouped tail average on sht, also returns count", args(2,5, batarg("",dbl),batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1444 : command("aggr", "avg", AGGRavg14_dbl, false, "Grouped tail average on sht", args(1,5, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("scale",int))),
1445 : command("aggr", "avg", AGGRavg24_dbl, false, "Grouped tail average on sht, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("scale",int))),
1446 : command("aggr", "subavg", AGGRsubavg1_dbl, false, "Grouped average aggregate", args(1,5, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1447 : command("aggr", "subavg", AGGRsubavg1cand_dbl, false, "Grouped average aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1448 : command("aggr", "subavg", AGGRsubavg2_dbl, false, "Grouped average aggregate, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1449 : command("aggr", "subavg", AGGRsubavg2cand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1450 : command("aggr", "subavg", AGGRsubavg1s_dbl, false, "Grouped average aggregate", args(1,6, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1451 : command("aggr", "subavg", AGGRsubavg1scand_dbl, false, "Grouped average aggregate with candidates list", args(1,7, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1452 : command("aggr", "subavg", AGGRsubavg2s_dbl, false, "Grouped average aggregate, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1453 : command("aggr", "subavg", AGGRsubavg2scand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,8, batarg("",dbl),batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1454 : command("aggr", "stdev", AGGRstdev3_dbl, false, "Grouped tail standard deviation (sample/non-biased) on sht", args(1,4, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1455 : command("aggr", "substdev", AGGRsubstdev_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1456 : command("aggr", "substdev", AGGRsubstdevcand_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1457 : command("aggr", "stdevp", AGGRstdevp3_dbl, false, "Grouped tail standard deviation (population/biased) on sht", args(1,4, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1458 : command("aggr", "substdevp", AGGRsubstdevp_dbl, false, "Grouped standard deviation (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1459 : command("aggr", "substdevp", AGGRsubstdevpcand_dbl, false, "Grouped standard deviation (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1460 : command("aggr", "variance", AGGRvariance3_dbl, false, "Grouped tail variance (sample/non-biased) on sht", args(1,4, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1461 : command("aggr", "subvariance", AGGRsubvariance_dbl, false, "Grouped variance (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1462 : command("aggr", "subvariance", AGGRsubvariancecand_dbl, false, "Grouped variance (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1463 : command("aggr", "variancep", AGGRvariancep3_dbl, false, "Grouped tail variance (population/biased) on sht", args(1,4, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1464 : command("aggr", "subvariancep", AGGRsubvariancep_dbl, false, "Grouped variance (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1465 : command("aggr", "subvariancep", AGGRsubvariancepcand_dbl, false, "Grouped variance (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1466 : command("aggr", "covariance", AGGRcovariance, false, "Covariance sample aggregate", args(1,5, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1))),
1467 : command("aggr", "subcovariance", AGGRsubcovariance, false, "Grouped covariance sample aggregate", args(1,6, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1468 : command("aggr", "subcovariance", AGGRsubcovariancecand, false, "Grouped covariance sample aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1469 : command("aggr", "covariancep", AGGRcovariancep, false, "Covariance population aggregate", args(1,5, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1))),
1470 : command("aggr", "subcovariancep", AGGRsubcovariancep, false, "Grouped covariance population aggregate", args(1,6, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1471 : command("aggr", "subcovariancep", AGGRsubcovariancepcand, false, "Grouped covariance population aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1472 : command("aggr", "corr", AGGRcorr, false, "Correlation aggregate", args(1,5, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1))),
1473 : command("aggr", "subcorr", AGGRsubcorr, false, "Grouped correlation aggregate", args(1,6, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1474 : command("aggr", "subcorr", AGGRsubcorrcand, false, "Grouped correlation aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",sht),batarg("b2",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1475 : command("aggr", "avg", AGGRavg13_dbl, false, "Grouped tail average on int", args(1,4, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1))),
1476 : command("aggr", "avg", AGGRavg23_dbl, false, "Grouped tail average on int, also returns count", args(2,5, batarg("",dbl),batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1))),
1477 : command("aggr", "avg", AGGRavg14_dbl, false, "Grouped tail average on int", args(1,5, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),arg("scale",int))),
1478 : command("aggr", "avg", AGGRavg24_dbl, false, "Grouped tail average on int, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),arg("scale",int))),
1479 : command("aggr", "subavg", AGGRsubavg1_dbl, false, "Grouped average aggregate", args(1,5, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1480 : command("aggr", "subavg", AGGRsubavg1cand_dbl, false, "Grouped average aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1481 : command("aggr", "subavg", AGGRsubavg2_dbl, false, "Grouped average aggregate, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1482 : command("aggr", "subavg", AGGRsubavg2cand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1483 : command("aggr", "subavg", AGGRsubavg1s_dbl, false, "Grouped average aggregate", args(1,6, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1484 : command("aggr", "subavg", AGGRsubavg1scand_dbl, false, "Grouped average aggregate with candidates list", args(1,7, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1485 : command("aggr", "subavg", AGGRsubavg2s_dbl, false, "Grouped average aggregate, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1486 : command("aggr", "subavg", AGGRsubavg2scand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,8, batarg("",dbl),batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1487 : command("aggr", "stdev", AGGRstdev3_dbl, false, "Grouped tail standard deviation (sample/non-biased) on int", args(1,4, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1))),
1488 : command("aggr", "substdev", AGGRsubstdev_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1489 : command("aggr", "substdev", AGGRsubstdevcand_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1490 : command("aggr", "stdevp", AGGRstdevp3_dbl, false, "Grouped tail standard deviation (population/biased) on int", args(1,4, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1))),
1491 : command("aggr", "substdevp", AGGRsubstdevp_dbl, false, "Grouped standard deviation (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1492 : command("aggr", "substdevp", AGGRsubstdevpcand_dbl, false, "Grouped standard deviation (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1493 : command("aggr", "variance", AGGRvariance3_dbl, false, "Grouped tail variance (sample/non-biased) on int", args(1,4, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1))),
1494 : command("aggr", "subvariance", AGGRsubvariance_dbl, false, "Grouped variance (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1495 : command("aggr", "subvariance", AGGRsubvariancecand_dbl, false, "Grouped variance (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1496 : command("aggr", "variancep", AGGRvariancep3_dbl, false, "Grouped tail variance (population/biased) on int", args(1,4, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1))),
1497 : command("aggr", "subvariancep", AGGRsubvariancep_dbl, false, "Grouped variance (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1498 : command("aggr", "subvariancep", AGGRsubvariancepcand_dbl, false, "Grouped variance (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1499 : command("aggr", "covariance", AGGRcovariance, false, "Covariance sample aggregate", args(1,5, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1))),
1500 : command("aggr", "subcovariance", AGGRsubcovariance, false, "Grouped covariance sample aggregate", args(1,6, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1501 : command("aggr", "subcovariance", AGGRsubcovariancecand, false, "Grouped covariance sample aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1502 : command("aggr", "covariancep", AGGRcovariancep, false, "Covariance population aggregate", args(1,5, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1))),
1503 : command("aggr", "subcovariancep", AGGRsubcovariancep, false, "Grouped covariance population aggregate", args(1,6, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1504 : command("aggr", "subcovariancep", AGGRsubcovariancepcand, false, "Grouped covariance population aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1505 : command("aggr", "corr", AGGRcorr, false, "Correlation aggregate", args(1,5, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1))),
1506 : command("aggr", "subcorr", AGGRsubcorr, false, "Grouped correlation aggregate", args(1,6, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1507 : command("aggr", "subcorr", AGGRsubcorrcand, false, "Grouped correlation aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",int),batarg("b2",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1508 : command("aggr", "avg", AGGRavg13_dbl, false, "Grouped tail average on lng", args(1,4, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1509 : command("aggr", "avg", AGGRavg23_dbl, false, "Grouped tail average on lng, also returns count", args(2,5, batarg("",dbl),batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1510 : command("aggr", "avg", AGGRavg14_dbl, false, "Grouped tail average on lng", args(1,5, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("scale",int))),
1511 : command("aggr", "avg", AGGRavg24_dbl, false, "Grouped tail average on lng, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("scale",int))),
1512 : command("aggr", "subavg", AGGRsubavg1_dbl, false, "Grouped average aggregate", args(1,5, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1513 : command("aggr", "subavg", AGGRsubavg1cand_dbl, false, "Grouped average aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1514 : command("aggr", "subavg", AGGRsubavg2_dbl, false, "Grouped average aggregate, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1515 : command("aggr", "subavg", AGGRsubavg2cand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1516 : command("aggr", "subavg", AGGRsubavg1s_dbl, false, "Grouped average aggregate", args(1,6, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1517 : command("aggr", "subavg", AGGRsubavg1scand_dbl, false, "Grouped average aggregate with candidates list", args(1,7, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1518 : command("aggr", "subavg", AGGRsubavg2s_dbl, false, "Grouped average aggregate, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1519 : command("aggr", "subavg", AGGRsubavg2scand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,8, batarg("",dbl),batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1520 : command("aggr", "stdev", AGGRstdev3_dbl, false, "Grouped tail standard deviation (sample/non-biased) on lng", args(1,4, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1521 : command("aggr", "substdev", AGGRsubstdev_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1522 : command("aggr", "substdev", AGGRsubstdevcand_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1523 : command("aggr", "stdevp", AGGRstdevp3_dbl, false, "Grouped tail standard deviation (population/biased) on lng", args(1,4, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1524 : command("aggr", "substdevp", AGGRsubstdevp_dbl, false, "Grouped standard deviation (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1525 : command("aggr", "substdevp", AGGRsubstdevpcand_dbl, false, "Grouped standard deviation (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1526 : command("aggr", "variance", AGGRvariance3_dbl, false, "Grouped tail variance (sample/non-biased) on lng", args(1,4, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1527 : command("aggr", "subvariance", AGGRsubvariance_dbl, false, "Grouped variance (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1528 : command("aggr", "subvariance", AGGRsubvariancecand_dbl, false, "Grouped variance (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1529 : command("aggr", "variancep", AGGRvariancep3_dbl, false, "Grouped tail variance (population/biased) on lng", args(1,4, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1530 : command("aggr", "subvariancep", AGGRsubvariancep_dbl, false, "Grouped variance (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1531 : command("aggr", "subvariancep", AGGRsubvariancepcand_dbl, false, "Grouped variance (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1532 : command("aggr", "covariance", AGGRcovariance, false, "Covariance sample aggregate", args(1,5, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1))),
1533 : command("aggr", "subcovariance", AGGRsubcovariance, false, "Grouped covariance sample aggregate", args(1,6, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1534 : command("aggr", "subcovariance", AGGRsubcovariancecand, false, "Grouped covariance sample aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1535 : command("aggr", "covariancep", AGGRcovariancep, false, "Covariance population aggregate", args(1,5, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1))),
1536 : command("aggr", "subcovariancep", AGGRsubcovariancep, false, "Grouped covariance population aggregate", args(1,6, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1537 : command("aggr", "subcovariancep", AGGRsubcovariancepcand, false, "Grouped covariance population aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1538 : command("aggr", "corr", AGGRcorr, false, "Correlation aggregate", args(1,5, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1))),
1539 : command("aggr", "subcorr", AGGRsubcorr, false, "Grouped correlation aggregate", args(1,6, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1540 : command("aggr", "subcorr", AGGRsubcorrcand, false, "Grouped correlation aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",lng),batarg("b2",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1541 : command("aggr", "avg", AGGRavg13_dbl, false, "Grouped tail average on flt", args(1,4, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1542 : command("aggr", "avg", AGGRavg23_dbl, false, "Grouped tail average on flt, also returns count", args(2,5, batarg("",dbl),batarg("",lng),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1543 : command("aggr", "avg", AGGRavg14_dbl, false, "Grouped tail average on flt", args(1,5, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("scale",int))),
1544 : command("aggr", "avg", AGGRavg24_dbl, false, "Grouped tail average on flt, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("scale",int))),
1545 : command("aggr", "subavg", AGGRsubavg1_dbl, false, "Grouped average aggregate", args(1,5, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1546 : command("aggr", "subavg", AGGRsubavg1cand_dbl, false, "Grouped average aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1547 : command("aggr", "subavg", AGGRsubavg2_dbl, false, "Grouped average aggregate, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1548 : command("aggr", "subavg", AGGRsubavg2cand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1549 : command("aggr", "subavg", AGGRsubavg1s_dbl, false, "Grouped average aggregate", args(1,6, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1550 : command("aggr", "subavg", AGGRsubavg1scand_dbl, false, "Grouped average aggregate with candidates list", args(1,7, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1551 : command("aggr", "subavg", AGGRsubavg2s_dbl, false, "Grouped average aggregate, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1552 : command("aggr", "subavg", AGGRsubavg2scand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,8, batarg("",dbl),batarg("",lng),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1553 : command("aggr", "stdev", AGGRstdev3_dbl, false, "Grouped tail standard deviation (sample/non-biased) on flt", args(1,4, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1554 : command("aggr", "substdev", AGGRsubstdev_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1555 : command("aggr", "substdev", AGGRsubstdevcand_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1556 : command("aggr", "stdevp", AGGRstdevp3_dbl, false, "Grouped tail standard deviation (population/biased) on flt", args(1,4, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1557 : command("aggr", "substdevp", AGGRsubstdevp_dbl, false, "Grouped standard deviation (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1558 : command("aggr", "substdevp", AGGRsubstdevpcand_dbl, false, "Grouped standard deviation (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1559 : command("aggr", "variance", AGGRvariance3_dbl, false, "Grouped tail variance (sample/non-biased) on flt", args(1,4, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1560 : command("aggr", "subvariance", AGGRsubvariance_dbl, false, "Grouped variance (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1561 : command("aggr", "subvariance", AGGRsubvariancecand_dbl, false, "Grouped variance (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1562 : command("aggr", "variancep", AGGRvariancep3_dbl, false, "Grouped tail variance (population/biased) on flt", args(1,4, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1))),
1563 : command("aggr", "subvariancep", AGGRsubvariancep_dbl, false, "Grouped variance (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1564 : command("aggr", "subvariancep", AGGRsubvariancepcand_dbl, false, "Grouped variance (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1565 : command("aggr", "covariance", AGGRcovariance, false, "Covariance sample aggregate", args(1,5, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1))),
1566 : command("aggr", "subcovariance", AGGRsubcovariance, false, "Grouped covariance sample aggregate", args(1,6, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1567 : command("aggr", "subcovariance", AGGRsubcovariancecand, false, "Grouped covariance sample aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1568 : command("aggr", "covariancep", AGGRcovariancep, false, "Covariance population aggregate", args(1,5, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1))),
1569 : command("aggr", "subcovariancep", AGGRsubcovariancep, false, "Grouped covariance population aggregate", args(1,6, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1570 : command("aggr", "subcovariancep", AGGRsubcovariancepcand, false, "Grouped covariance population aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1571 : command("aggr", "corr", AGGRcorr, false, "Correlation aggregate", args(1,5, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1))),
1572 : command("aggr", "subcorr", AGGRsubcorr, false, "Grouped correlation aggregate", args(1,6, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1573 : command("aggr", "subcorr", AGGRsubcorrcand, false, "Grouped correlation aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",flt),batarg("b2",flt),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1574 : command("aggr", "avg", AGGRavg13_dbl, false, "Grouped tail average on dbl", args(1,4, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1))),
1575 : command("aggr", "avg", AGGRavg23_dbl, false, "Grouped tail average on dbl, also returns count", args(2,5, batarg("",dbl),batarg("",lng),batarg("b",dbl),batarg("g",oid),batargany("e",1))),
1576 : command("aggr", "avg", AGGRavg14_dbl, false, "Grouped tail average on dbl", args(1,5, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("scale",int))),
1577 : command("aggr", "avg", AGGRavg24_dbl, false, "Grouped tail average on dbl, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("scale",int))),
1578 : command("aggr", "subavg", AGGRsubavg1_dbl, false, "Grouped average aggregate", args(1,5, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1579 : command("aggr", "subavg", AGGRsubavg1cand_dbl, false, "Grouped average aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1580 : command("aggr", "subavg", AGGRsubavg2_dbl, false, "Grouped average aggregate, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1581 : command("aggr", "subavg", AGGRsubavg2cand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1582 : command("aggr", "subavg", AGGRsubavg1s_dbl, false, "Grouped average aggregate", args(1,6, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1583 : command("aggr", "subavg", AGGRsubavg1scand_dbl, false, "Grouped average aggregate with candidates list", args(1,7, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1584 : command("aggr", "subavg", AGGRsubavg2s_dbl, false, "Grouped average aggregate, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit),arg("scale",int))),
1585 : command("aggr", "subavg", AGGRsubavg2scand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,8, batarg("",dbl),batarg("",lng),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit),arg("scale",int))),
1586 : command("aggr", "stdev", AGGRstdev3_dbl, false, "Grouped tail standard deviation (sample/non-biased) on dbl", args(1,4, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1))),
1587 : command("aggr", "substdev", AGGRsubstdev_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1588 : command("aggr", "substdev", AGGRsubstdevcand_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1589 : command("aggr", "stdevp", AGGRstdevp3_dbl, false, "Grouped tail standard deviation (population/biased) on dbl", args(1,4, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1))),
1590 : command("aggr", "substdevp", AGGRsubstdevp_dbl, false, "Grouped standard deviation (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1591 : command("aggr", "substdevp", AGGRsubstdevpcand_dbl, false, "Grouped standard deviation (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1592 : command("aggr", "variance", AGGRvariance3_dbl, false, "Grouped tail variance (sample/non-biased) on dbl", args(1,4, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1))),
1593 : command("aggr", "subvariance", AGGRsubvariance_dbl, false, "Grouped variance (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1594 : command("aggr", "subvariance", AGGRsubvariancecand_dbl, false, "Grouped variance (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1595 : command("aggr", "variancep", AGGRvariancep3_dbl, false, "Grouped tail variance (population/biased) on dbl", args(1,4, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1))),
1596 : command("aggr", "subvariancep", AGGRsubvariancep_dbl, false, "Grouped variance (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1597 : command("aggr", "subvariancep", AGGRsubvariancepcand_dbl, false, "Grouped variance (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1598 : command("aggr", "covariance", AGGRcovariance, false, "Covariance sample aggregate", args(1,5, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1))),
1599 : command("aggr", "subcovariance", AGGRsubcovariance, false, "Grouped covariance sample aggregate", args(1,6, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1600 : command("aggr", "subcovariance", AGGRsubcovariancecand, false, "Grouped covariance sample aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1601 : command("aggr", "covariancep", AGGRcovariancep, false, "Covariance population aggregate", args(1,5, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1))),
1602 : command("aggr", "subcovariancep", AGGRsubcovariancep, false, "Grouped covariance population aggregate", args(1,6, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1603 : command("aggr", "subcovariancep", AGGRsubcovariancepcand, false, "Grouped covariance population aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1604 : command("aggr", "corr", AGGRcorr, false, "Correlation aggregate", args(1,5, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1))),
1605 : command("aggr", "subcorr", AGGRsubcorr, false, "Grouped correlation aggregate", args(1,6, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1606 : command("aggr", "subcorr", AGGRsubcorrcand, false, "Grouped correlation aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",dbl),batarg("b2",dbl),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1607 : command("aggr", "min", AGGRmin3, false, "", args(1,4, batargany("",1),batargany("b",1),batarg("g",oid),batargany("e",2))),
1608 : command("aggr", "max", AGGRmax3, false, "", args(1,4, batargany("",1),batargany("b",1),batarg("g",oid),batargany("e",2))),
1609 : command("aggr", "submin", AGGRsubmin, false, "Grouped minimum aggregate", args(1,5, batarg("",oid),batargany("b",1),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1610 : command("aggr", "submin", AGGRsubmincand, false, "Grouped minimum aggregate with candidates list", args(1,6, batarg("",oid),batargany("b",1),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1611 : command("aggr", "submax", AGGRsubmax, false, "Grouped maximum aggregate", args(1,5, batarg("",oid),batargany("b",1),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1612 : command("aggr", "submax", AGGRsubmaxcand, false, "Grouped maximum aggregate with candidates list", args(1,6, batarg("",oid),batargany("b",1),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1613 : command("aggr", "submin", AGGRsubmin_val, false, "Grouped minimum aggregate", args(1,5, batargany("",1),batargany("b",1),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1614 : command("aggr", "submin", AGGRsubmincand_val, false, "Grouped minimum aggregate with candidates list", args(1,6, batargany("",1),batargany("b",1),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1615 : command("aggr", "submax", AGGRsubmax_val, false, "Grouped maximum aggregate", args(1,5, batargany("",1),batargany("b",1),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1616 : command("aggr", "submax", AGGRsubmaxcand_val, false, "Grouped maximum aggregate with candidates list", args(1,6, batargany("",1),batargany("b",1),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1617 : command("aggr", "count", AGGRcount3, false, "", args(1,5, batarg("",lng),batargany("b",1),batarg("g",oid),batargany("e",2),arg("ignorenils",bit))),
1618 : command("aggr", "count", AGGRcount3nils, false, "Grouped count", args(1,4, batarg("",lng),batargany("b",1),batarg("g",oid),batargany("e",2))),
1619 : command("aggr", "count_no_nil", AGGRcount3nonils, false, "", args(1,4, batarg("",lng),batargany("b",1),batarg("g",oid),batargany("e",2))),
1620 : command("aggr", "subcount", AGGRsubcount, false, "Grouped count aggregate", args(1,5, batarg("",lng),batargany("b",1),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1621 : command("aggr", "subcount", AGGRsubcountcand, false, "Grouped count aggregate with candidates list", args(1,6, batarg("",lng),batargany("b",1),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1622 : command("aggr", "median", AGGRmedian, false, "Median aggregate", args(1,2, argany("",1),batargany("b",1))),
1623 : command("aggr", "submedian", AGGRsubmedian, false, "Grouped median aggregate", args(1,5, batargany("",1),batargany("b",1),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1624 : command("aggr", "submedian", AGGRsubmediancand, false, "Grouped median aggregate with candidate list", args(1,6, batargany("",1),batargany("b",1),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1625 : command("aggr", "quantile", AGGRquantile, false, "Quantile aggregate", args(1,3, argany("",1),batargany("b",1),batarg("q",dbl))),
1626 : command("aggr", "quantile", AGGRquantile_cst, false, "Quantile aggregate", args(1,3, argany("",1),batargany("b",1),arg("q",dbl))),
1627 : command("aggr", "subquantile", AGGRsubquantile, false, "Grouped quantile aggregate", args(1,6, batargany("",1),batargany("b",1),batarg("q",dbl),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1628 : command("aggr", "subquantile", AGGRsubquantilecand, false, "Grouped quantile aggregate with candidate list", args(1,7, batargany("",1),batargany("b",1),batarg("q",dbl),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1629 : command("aggr", "median_avg", AGGRmedian_avg, false, "Median aggregate", args(1,2, arg("",dbl),batargany("b",1))),
1630 : command("aggr", "submedian_avg", AGGRsubmedian_avg, false, "Grouped median aggregate", args(1,5, batarg("",dbl),batargany("b",1),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1631 : command("aggr", "submedian_avg", AGGRsubmediancand_avg, false, "Grouped median aggregate with candidate list", args(1,6, batarg("",dbl),batargany("b",1),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1632 : command("aggr", "quantile_avg", AGGRquantile_avg, false, "Quantile aggregate", args(1,3, arg("",dbl),batargany("b",1),batarg("q",dbl))),
1633 : command("aggr", "quantile_avg", AGGRquantile_avg_cst, false, "Quantile aggregate", args(1,3, arg("",dbl),batargany("b",1),arg("q",dbl))),
1634 : command("aggr", "subquantile_avg", AGGRsubquantile_avg, false, "Grouped quantile aggregate", args(1,6, batarg("",dbl),batargany("b",1),batarg("q",dbl),batarg("g",oid),batargany("e",2),arg("skip_nils",bit))),
1635 : command("aggr", "subquantile_avg", AGGRsubquantilecand_avg, false, "Grouped quantile aggregate with candidate list", args(1,7, batarg("",dbl),batargany("b",1),batarg("q",dbl),batarg("g",oid),batargany("e",2),batarg("s",oid),arg("skip_nils",bit))),
1636 : command("aggr", "str_group_concat", AGGRstr_group_concat, false, "Grouped string tail concat", args(1,4, batarg("",str),batarg("b",str),batarg("g",oid),batargany("e",1))),
1637 : command("aggr", "substr_group_concat", AGGRsubstr_group_concat, false, "Grouped string concat", args(1,5, batarg("",str),batarg("b",str),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1638 : command("aggr", "substr_group_concat", AGGRsubstr_group_concatcand, false, "Grouped string concat with candidates list", args(1,6, batarg("",str),batarg("b",str),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1639 : command("aggr", "str_group_concat", AGGRstr_group_concat_sep, false, "Grouped string tail concat with custom separator", args(1,5, batarg("",str),batarg("b",str),batarg("sep",str),batarg("g",oid),batargany("e",1))),
1640 : command("aggr", "substr_group_concat", AGGRsubstr_group_concat_sep, false, "Grouped string concat with custom separator", args(1,6, batarg("",str),batarg("b",str),batarg("sep",str),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1641 : command("aggr", "substr_group_concat", AGGRsubstr_group_concatcand_sep, false, "Grouped string concat with candidates list with custom separator", args(1,7, batarg("",str),batarg("b",str),batarg("sep",str),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1642 :
1643 : command("aggr", "subavg", AGGRavg3, false, "Grouped average aggregation", args(3,8, batarg("",bte),batarg("",lng),batarg("",lng),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1644 : command("aggr", "subavg", AGGRavg3, false, "Grouped average aggregation", args(3,8, batarg("",sht),batarg("",lng),batarg("",lng),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1645 : command("aggr", "subavg", AGGRavg3, false, "Grouped average aggregation", args(3,8, batarg("",int),batarg("",lng),batarg("",lng),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1646 : command("aggr", "subavg", AGGRavg3, false, "Grouped average aggregation", args(3,8, batarg("",lng),batarg("",lng),batarg("",lng),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1647 : #ifdef HAVE_HGE
1648 : command("aggr", "subavg", AGGRavg3, false, "Grouped average aggregation", args(3,8, batarg("",hge),batarg("",lng),batarg("",lng),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1649 : #endif
1650 : command("aggr", "subavg", AGGRavg3comb, false, "Grouped average aggregation combiner", args(1,7, batarg("",bte),batarg("b",bte),batarg("r",lng),batarg("c",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1651 : command("aggr", "subavg", AGGRavg3comb, false, "Grouped average aggregation combiner", args(1,7, batarg("",sht),batarg("b",sht),batarg("r",lng),batarg("c",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1652 : command("aggr", "subavg", AGGRavg3comb, false, "Grouped average aggregation combiner", args(1,7, batarg("",int),batarg("b",int),batarg("r",lng),batarg("c",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1653 : command("aggr", "subavg", AGGRavg3comb, false, "Grouped average aggregation combiner", args(1,7, batarg("",lng),batarg("b",lng),batarg("r",lng),batarg("c",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1654 : #ifdef HAVE_HGE
1655 : command("aggr", "subavg", AGGRavg3comb, false, "Grouped average aggregation combiner", args(1,7, batarg("",hge),batarg("b",hge),batarg("r",lng),batarg("c",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1656 : #endif
1657 :
1658 : #ifdef HAVE_HGE
1659 : command("aggr", "sum", AGGRsum3_hge, false, "Grouped tail sum on bte", args(1,4, batarg("",hge),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1660 : command("aggr", "subsum", AGGRsubsum_hge, false, "Grouped sum aggregate", args(1,5, batarg("",hge),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1661 : command("aggr", "subsum", AGGRsubsumcand_hge, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1662 : command("aggr", "prod", AGGRprod3_hge, false, "Grouped tail product on bte", args(1,4, batarg("",hge),batarg("b",bte),batarg("g",oid),batargany("e",1))),
1663 : command("aggr", "subprod", AGGRsubprod_hge, false, "Grouped product aggregate", args(1,5, batarg("",hge),batarg("b",bte),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1664 : command("aggr", "subprod", AGGRsubprodcand_hge, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",bte),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1665 : command("aggr", "sum", AGGRsum3_hge, false, "Grouped tail sum on sht", args(1,4, batarg("",hge),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1666 : command("aggr", "subsum", AGGRsubsum_hge, false, "Grouped sum aggregate", args(1,5, batarg("",hge),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1667 : command("aggr", "subsum", AGGRsubsumcand_hge, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1668 : command("aggr", "prod", AGGRprod3_hge, false, "Grouped tail product on sht", args(1,4, batarg("",hge),batarg("b",sht),batarg("g",oid),batargany("e",1))),
1669 : command("aggr", "subprod", AGGRsubprod_hge, false, "Grouped product aggregate", args(1,5, batarg("",hge),batarg("b",sht),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1670 : command("aggr", "subprod", AGGRsubprodcand_hge, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",sht),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1671 : command("aggr", "sum", AGGRsum3_hge, false, "Grouped tail sum on int", args(1,4, batarg("",hge),batarg("b",int),batarg("g",oid),batargany("e",1))),
1672 : command("aggr", "subsum", AGGRsubsum_hge, false, "Grouped sum aggregate", args(1,5, batarg("",hge),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1673 : command("aggr", "subsum", AGGRsubsumcand_hge, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1674 : command("aggr", "prod", AGGRprod3_hge, false, "Grouped tail product on int", args(1,4, batarg("",hge),batarg("b",int),batarg("g",oid),batargany("e",1))),
1675 : command("aggr", "subprod", AGGRsubprod_hge, false, "Grouped product aggregate", args(1,5, batarg("",hge),batarg("b",int),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1676 : command("aggr", "subprod", AGGRsubprodcand_hge, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",int),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1677 : command("aggr", "sum", AGGRsum3_hge, false, "Grouped tail sum on lng", args(1,4, batarg("",hge),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1678 : command("aggr", "subsum", AGGRsubsum_hge, false, "Grouped sum aggregate", args(1,5, batarg("",hge),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1679 : command("aggr", "subsum", AGGRsubsumcand_hge, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1680 : command("aggr", "prod", AGGRprod3_hge, false, "Grouped tail product on lng", args(1,4, batarg("",hge),batarg("b",lng),batarg("g",oid),batargany("e",1))),
1681 : command("aggr", "subprod", AGGRsubprod_hge, false, "Grouped product aggregate", args(1,5, batarg("",hge),batarg("b",lng),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1682 : command("aggr", "subprod", AGGRsubprodcand_hge, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",lng),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1683 : command("aggr", "sum", AGGRsum3_hge, false, "Grouped tail sum on hge", args(1,4, batarg("",hge),batarg("b",hge),batarg("g",oid),batargany("e",1))),
1684 : command("aggr", "subsum", AGGRsubsum_hge, false, "Grouped sum aggregate", args(1,5, batarg("",hge),batarg("b",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1685 : command("aggr", "subsum", AGGRsubsumcand_hge, false, "Grouped sum aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1686 : command("aggr", "prod", AGGRprod3_hge, false, "Grouped tail product on hge", args(1,4, batarg("",hge),batarg("b",hge),batarg("g",oid),batargany("e",1))),
1687 : command("aggr", "subprod", AGGRsubprod_hge, false, "Grouped product aggregate", args(1,5, batarg("",hge),batarg("b",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1688 : command("aggr", "subprod", AGGRsubprodcand_hge, false, "Grouped product aggregate with candidates list", args(1,6, batarg("",hge),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1689 : command("aggr", "avg", AGGRavg13_dbl, false, "Grouped tail average on hge", args(1,4, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1))),
1690 : command("aggr", "avg", AGGRavg23_dbl, false, "Grouped tail average on hge, also returns count", args(2,5, batarg("",dbl),batarg("",lng),batarg("b",hge),batarg("g",oid),batargany("e",1))),
1691 : command("aggr", "subavg", AGGRsubavg1_dbl, false, "Grouped average aggregate", args(1,5, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1692 : command("aggr", "subavg", AGGRsubavg1cand_dbl, false, "Grouped average aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1693 : command("aggr", "subavg", AGGRsubavg2_dbl, false, "Grouped average aggregate, also returns count", args(2,6, batarg("",dbl),batarg("",lng),batarg("b",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1694 : command("aggr", "subavg", AGGRsubavg2cand_dbl, false, "Grouped average aggregate with candidates list, also returns count", args(2,7, batarg("",dbl),batarg("",lng),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1695 : command("aggr", "stdev", AGGRstdev3_dbl, false, "Grouped tail standard deviation (sample/non-biased) on hge", args(1,4, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1))),
1696 : command("aggr", "substdev", AGGRsubstdev_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1697 : command("aggr", "substdev", AGGRsubstdevcand_dbl, false, "Grouped standard deviation (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1698 : command("aggr", "stdevp", AGGRstdevp3_dbl, false, "Grouped tail standard deviation (population/biased) on hge", args(1,4, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1))),
1699 : command("aggr", "substdevp", AGGRsubstdevp_dbl, false, "Grouped standard deviation (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1700 : command("aggr", "substdevp", AGGRsubstdevpcand_dbl, false, "Grouped standard deviation (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1701 : command("aggr", "variance", AGGRvariance3_dbl, false, "Grouped tail variance (sample/non-biased) on hge", args(1,4, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1))),
1702 : command("aggr", "subvariance", AGGRsubvariance_dbl, false, "Grouped variance (sample/non-biased) aggregate", args(1,5, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1703 : command("aggr", "subvariance", AGGRsubvariancecand_dbl, false, "Grouped variance (sample/non-biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1704 : command("aggr", "variancep", AGGRvariancep3_dbl, false, "Grouped tail variance (population/biased) on hge", args(1,4, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1))),
1705 : command("aggr", "subvariancep", AGGRsubvariancep_dbl, false, "Grouped variance (population/biased) aggregate", args(1,5, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1706 : command("aggr", "subvariancep", AGGRsubvariancepcand_dbl, false, "Grouped variance (population/biased) aggregate with candidates list", args(1,6, batarg("",dbl),batarg("b",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1707 : command("aggr", "covariance", AGGRcovariance, false, "Covariance sample aggregate", args(1,5, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1))),
1708 : command("aggr", "subcovariance", AGGRsubcovariance, false, "Grouped covariance sample aggregate", args(1,6, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1709 : command("aggr", "subcovariance", AGGRsubcovariancecand, false, "Grouped covariance sample aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1710 : command("aggr", "covariancep", AGGRcovariancep, false, "Covariance population aggregate", args(1,5, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1))),
1711 : command("aggr", "subcovariancep", AGGRsubcovariancep, false, "Grouped covariance population aggregate", args(1,6, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1712 : command("aggr", "subcovariancep", AGGRsubcovariancepcand, false, "Grouped covariance population aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1713 : command("aggr", "corr", AGGRcorr, false, "Correlation aggregate", args(1,5, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1))),
1714 : command("aggr", "subcorr", AGGRsubcorr, false, "Grouped correlation aggregate", args(1,6, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1),arg("skip_nils",bit))),
1715 : command("aggr", "subcorr", AGGRsubcorrcand, false, "Grouped correlation aggregate with candidate list", args(1,7, batarg("",dbl),batarg("b1",hge),batarg("b2",hge),batarg("g",oid),batargany("e",1),batarg("s",oid),arg("skip_nils",bit))),
1716 : #endif
1717 : { .imp=NULL }
1718 : };
1719 : #include "mal_import.h"
1720 : #ifdef _MSC_VER
1721 : #undef read
1722 : #pragma section(".CRT$XCU",read)
1723 : #endif
1724 334 : LIB_STARTUP_FUNC(init_aggr_mal)
1725 334 : { mal_module("aggr", NULL, aggr_init_funcs); }
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