xref: /freebsd/sys/cam/cam_iosched.c (revision 6966ac055c3b7a39266fb982493330df7a097997)
1 /*-
2  * CAM IO Scheduler Interface
3  *
4  * SPDX-License-Identifier: BSD-2-Clause-FreeBSD
5  *
6  * Copyright (c) 2015 Netflix, Inc.
7  *
8  * Redistribution and use in source and binary forms, with or without
9  * modification, are permitted provided that the following conditions
10  * are met:
11  * 1. Redistributions of source code must retain the above copyright
12  *    notice, this list of conditions, and the following disclaimer,
13  *    without modification, immediately at the beginning of the file.
14  * 2. The name of the author may not be used to endorse or promote products
15  *    derived from this software without specific prior written permission.
16  *
17  * THIS SOFTWARE IS PROVIDED BY THE AUTHOR AND CONTRIBUTORS ``AS IS'' AND
18  * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
19  * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
20  * ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR OR CONTRIBUTORS BE LIABLE FOR
21  * ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
22  * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
23  * OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
24  * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
25  * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
26  * OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
27  * SUCH DAMAGE.
28  *
29  * $FreeBSD$
30  */
31 
32 #include "opt_cam.h"
33 #include "opt_ddb.h"
34 
35 #include <sys/cdefs.h>
36 __FBSDID("$FreeBSD$");
37 
38 #include <sys/param.h>
39 
40 #include <sys/systm.h>
41 #include <sys/kernel.h>
42 #include <sys/bio.h>
43 #include <sys/lock.h>
44 #include <sys/malloc.h>
45 #include <sys/mutex.h>
46 #include <sys/sbuf.h>
47 #include <sys/sysctl.h>
48 
49 #include <cam/cam.h>
50 #include <cam/cam_ccb.h>
51 #include <cam/cam_periph.h>
52 #include <cam/cam_xpt_periph.h>
53 #include <cam/cam_xpt_internal.h>
54 #include <cam/cam_iosched.h>
55 
56 #include <ddb/ddb.h>
57 
58 static MALLOC_DEFINE(M_CAMSCHED, "CAM I/O Scheduler",
59     "CAM I/O Scheduler buffers");
60 
61 /*
62  * Default I/O scheduler for FreeBSD. This implementation is just a thin-vineer
63  * over the bioq_* interface, with notions of separate calls for normal I/O and
64  * for trims.
65  *
66  * When CAM_IOSCHED_DYNAMIC is defined, the scheduler is enhanced to dynamically
67  * steer the rate of one type of traffic to help other types of traffic (eg
68  * limit writes when read latency deteriorates on SSDs).
69  */
70 
71 #ifdef CAM_IOSCHED_DYNAMIC
72 
73 static int do_dynamic_iosched = 1;
74 TUNABLE_INT("kern.cam.do_dynamic_iosched", &do_dynamic_iosched);
75 SYSCTL_INT(_kern_cam, OID_AUTO, do_dynamic_iosched, CTLFLAG_RD,
76     &do_dynamic_iosched, 1,
77     "Enable Dynamic I/O scheduler optimizations.");
78 
79 /*
80  * For an EMA, with an alpha of alpha, we know
81  * 	alpha = 2 / (N + 1)
82  * or
83  * 	N = 1 + (2 / alpha)
84  * where N is the number of samples that 86% of the current
85  * EMA is derived from.
86  *
87  * So we invent[*] alpha_bits:
88  *	alpha_bits = -log_2(alpha)
89  *	alpha = 2^-alpha_bits
90  * So
91  *	N = 1 + 2^(alpha_bits + 1)
92  *
93  * The default 9 gives a 1025 lookback for 86% of the data.
94  * For a brief intro: https://en.wikipedia.org/wiki/Moving_average
95  *
96  * [*] Steal from the load average code and many other places.
97  * Note: See computation of EMA and EMVAR for acceptable ranges of alpha.
98  */
99 static int alpha_bits = 9;
100 TUNABLE_INT("kern.cam.iosched_alpha_bits", &alpha_bits);
101 SYSCTL_INT(_kern_cam, OID_AUTO, iosched_alpha_bits, CTLFLAG_RW,
102     &alpha_bits, 1,
103     "Bits in EMA's alpha.");
104 
105 struct iop_stats;
106 struct cam_iosched_softc;
107 
108 int iosched_debug = 0;
109 
110 typedef enum {
111 	none = 0,				/* No limits */
112 	queue_depth,			/* Limit how many ops we queue to SIM */
113 	iops,				/* Limit # of IOPS to the drive */
114 	bandwidth,			/* Limit bandwidth to the drive */
115 	limiter_max
116 } io_limiter;
117 
118 static const char *cam_iosched_limiter_names[] =
119     { "none", "queue_depth", "iops", "bandwidth" };
120 
121 /*
122  * Called to initialize the bits of the iop_stats structure relevant to the
123  * limiter. Called just after the limiter is set.
124  */
125 typedef int l_init_t(struct iop_stats *);
126 
127 /*
128  * Called every tick.
129  */
130 typedef int l_tick_t(struct iop_stats *);
131 
132 /*
133  * Called to see if the limiter thinks this IOP can be allowed to
134  * proceed. If so, the limiter assumes that the IOP proceeded
135  * and makes any accounting of it that's needed.
136  */
137 typedef int l_iop_t(struct iop_stats *, struct bio *);
138 
139 /*
140  * Called when an I/O completes so the limiter can update its
141  * accounting. Pending I/Os may complete in any order (even when
142  * sent to the hardware at the same time), so the limiter may not
143  * make any assumptions other than this I/O has completed. If it
144  * returns 1, then xpt_schedule() needs to be called again.
145  */
146 typedef int l_iodone_t(struct iop_stats *, struct bio *);
147 
148 static l_iop_t cam_iosched_qd_iop;
149 static l_iop_t cam_iosched_qd_caniop;
150 static l_iodone_t cam_iosched_qd_iodone;
151 
152 static l_init_t cam_iosched_iops_init;
153 static l_tick_t cam_iosched_iops_tick;
154 static l_iop_t cam_iosched_iops_caniop;
155 static l_iop_t cam_iosched_iops_iop;
156 
157 static l_init_t cam_iosched_bw_init;
158 static l_tick_t cam_iosched_bw_tick;
159 static l_iop_t cam_iosched_bw_caniop;
160 static l_iop_t cam_iosched_bw_iop;
161 
162 struct limswitch {
163 	l_init_t	*l_init;
164 	l_tick_t	*l_tick;
165 	l_iop_t		*l_iop;
166 	l_iop_t		*l_caniop;
167 	l_iodone_t	*l_iodone;
168 } limsw[] =
169 {
170 	{	/* none */
171 		.l_init = NULL,
172 		.l_tick = NULL,
173 		.l_iop = NULL,
174 		.l_iodone= NULL,
175 	},
176 	{	/* queue_depth */
177 		.l_init = NULL,
178 		.l_tick = NULL,
179 		.l_caniop = cam_iosched_qd_caniop,
180 		.l_iop = cam_iosched_qd_iop,
181 		.l_iodone= cam_iosched_qd_iodone,
182 	},
183 	{	/* iops */
184 		.l_init = cam_iosched_iops_init,
185 		.l_tick = cam_iosched_iops_tick,
186 		.l_caniop = cam_iosched_iops_caniop,
187 		.l_iop = cam_iosched_iops_iop,
188 		.l_iodone= NULL,
189 	},
190 	{	/* bandwidth */
191 		.l_init = cam_iosched_bw_init,
192 		.l_tick = cam_iosched_bw_tick,
193 		.l_caniop = cam_iosched_bw_caniop,
194 		.l_iop = cam_iosched_bw_iop,
195 		.l_iodone= NULL,
196 	},
197 };
198 
199 struct iop_stats {
200 	/*
201 	 * sysctl state for this subnode.
202 	 */
203 	struct sysctl_ctx_list	sysctl_ctx;
204 	struct sysctl_oid	*sysctl_tree;
205 
206 	/*
207 	 * Information about the current rate limiters, if any
208 	 */
209 	io_limiter	limiter;	/* How are I/Os being limited */
210 	int		min;		/* Low range of limit */
211 	int		max;		/* High range of limit */
212 	int		current;	/* Current rate limiter */
213 	int		l_value1;	/* per-limiter scratch value 1. */
214 	int		l_value2;	/* per-limiter scratch value 2. */
215 
216 	/*
217 	 * Debug information about counts of I/Os that have gone through the
218 	 * scheduler.
219 	 */
220 	int		pending;	/* I/Os pending in the hardware */
221 	int		queued;		/* number currently in the queue */
222 	int		total;		/* Total for all time -- wraps */
223 	int		in;		/* number queued all time -- wraps */
224 	int		out;		/* number completed all time -- wraps */
225 	int		errs;		/* Number of I/Os completed with error --  wraps */
226 
227 	/*
228 	 * Statistics on different bits of the process.
229 	 */
230 		/* Exp Moving Average, see alpha_bits for more details */
231 	sbintime_t      ema;
232 	sbintime_t      emvar;
233 	sbintime_t      sd;		/* Last computed sd */
234 
235 	uint32_t	state_flags;
236 #define IOP_RATE_LIMITED		1u
237 
238 #define LAT_BUCKETS 15			/* < 1ms < 2ms ... < 2^(n-1)ms >= 2^(n-1)ms*/
239 	uint64_t	latencies[LAT_BUCKETS];
240 
241 	struct cam_iosched_softc *softc;
242 };
243 
244 
245 typedef enum {
246 	set_max = 0,			/* current = max */
247 	read_latency,			/* Steer read latency by throttling writes */
248 	cl_max				/* Keep last */
249 } control_type;
250 
251 static const char *cam_iosched_control_type_names[] =
252     { "set_max", "read_latency" };
253 
254 struct control_loop {
255 	/*
256 	 * sysctl state for this subnode.
257 	 */
258 	struct sysctl_ctx_list	sysctl_ctx;
259 	struct sysctl_oid	*sysctl_tree;
260 
261 	sbintime_t	next_steer;		/* Time of next steer */
262 	sbintime_t	steer_interval;		/* How often do we steer? */
263 	sbintime_t	lolat;
264 	sbintime_t	hilat;
265 	int		alpha;
266 	control_type	type;			/* What type of control? */
267 	int		last_count;		/* Last I/O count */
268 
269 	struct cam_iosched_softc *softc;
270 };
271 
272 #endif
273 
274 struct cam_iosched_softc {
275 	struct bio_queue_head bio_queue;
276 	struct bio_queue_head trim_queue;
277 				/* scheduler flags < 16, user flags >= 16 */
278 	uint32_t	flags;
279 	int		sort_io_queue;
280 	int		trim_goal;		/* # of trims to queue before sending */
281 	int		trim_ticks;		/* Max ticks to hold trims */
282 	int		last_trim_tick;		/* Last 'tick' time ld a trim */
283 	int		queued_trims;		/* Number of trims in the queue */
284 #ifdef CAM_IOSCHED_DYNAMIC
285 	int		read_bias;		/* Read bias setting */
286 	int		current_read_bias;	/* Current read bias state */
287 	int		total_ticks;
288 	int		load;			/* EMA of 'load average' of disk / 2^16 */
289 
290 	struct bio_queue_head write_queue;
291 	struct iop_stats read_stats, write_stats, trim_stats;
292 	struct sysctl_ctx_list	sysctl_ctx;
293 	struct sysctl_oid	*sysctl_tree;
294 
295 	int		quanta;			/* Number of quanta per second */
296 	struct callout	ticker;			/* Callout for our quota system */
297 	struct cam_periph *periph;		/* cam periph associated with this device */
298 	uint32_t	this_frac;		/* Fraction of a second (1024ths) for this tick */
299 	sbintime_t	last_time;		/* Last time we ticked */
300 	struct control_loop cl;
301 	sbintime_t	max_lat;		/* when != 0, if iop latency > max_lat, call max_lat_fcn */
302 	cam_iosched_latfcn_t	latfcn;
303 	void		*latarg;
304 #endif
305 };
306 
307 #ifdef CAM_IOSCHED_DYNAMIC
308 /*
309  * helper functions to call the limsw functions.
310  */
311 static int
312 cam_iosched_limiter_init(struct iop_stats *ios)
313 {
314 	int lim = ios->limiter;
315 
316 	/* maybe this should be a kassert */
317 	if (lim < none || lim >= limiter_max)
318 		return EINVAL;
319 
320 	if (limsw[lim].l_init)
321 		return limsw[lim].l_init(ios);
322 
323 	return 0;
324 }
325 
326 static int
327 cam_iosched_limiter_tick(struct iop_stats *ios)
328 {
329 	int lim = ios->limiter;
330 
331 	/* maybe this should be a kassert */
332 	if (lim < none || lim >= limiter_max)
333 		return EINVAL;
334 
335 	if (limsw[lim].l_tick)
336 		return limsw[lim].l_tick(ios);
337 
338 	return 0;
339 }
340 
341 static int
342 cam_iosched_limiter_iop(struct iop_stats *ios, struct bio *bp)
343 {
344 	int lim = ios->limiter;
345 
346 	/* maybe this should be a kassert */
347 	if (lim < none || lim >= limiter_max)
348 		return EINVAL;
349 
350 	if (limsw[lim].l_iop)
351 		return limsw[lim].l_iop(ios, bp);
352 
353 	return 0;
354 }
355 
356 static int
357 cam_iosched_limiter_caniop(struct iop_stats *ios, struct bio *bp)
358 {
359 	int lim = ios->limiter;
360 
361 	/* maybe this should be a kassert */
362 	if (lim < none || lim >= limiter_max)
363 		return EINVAL;
364 
365 	if (limsw[lim].l_caniop)
366 		return limsw[lim].l_caniop(ios, bp);
367 
368 	return 0;
369 }
370 
371 static int
372 cam_iosched_limiter_iodone(struct iop_stats *ios, struct bio *bp)
373 {
374 	int lim = ios->limiter;
375 
376 	/* maybe this should be a kassert */
377 	if (lim < none || lim >= limiter_max)
378 		return 0;
379 
380 	if (limsw[lim].l_iodone)
381 		return limsw[lim].l_iodone(ios, bp);
382 
383 	return 0;
384 }
385 
386 /*
387  * Functions to implement the different kinds of limiters
388  */
389 
390 static int
391 cam_iosched_qd_iop(struct iop_stats *ios, struct bio *bp)
392 {
393 
394 	if (ios->current <= 0 || ios->pending < ios->current)
395 		return 0;
396 
397 	return EAGAIN;
398 }
399 
400 static int
401 cam_iosched_qd_caniop(struct iop_stats *ios, struct bio *bp)
402 {
403 
404 	if (ios->current <= 0 || ios->pending < ios->current)
405 		return 0;
406 
407 	return EAGAIN;
408 }
409 
410 static int
411 cam_iosched_qd_iodone(struct iop_stats *ios, struct bio *bp)
412 {
413 
414 	if (ios->current <= 0 || ios->pending != ios->current)
415 		return 0;
416 
417 	return 1;
418 }
419 
420 static int
421 cam_iosched_iops_init(struct iop_stats *ios)
422 {
423 
424 	ios->l_value1 = ios->current / ios->softc->quanta;
425 	if (ios->l_value1 <= 0)
426 		ios->l_value1 = 1;
427 	ios->l_value2 = 0;
428 
429 	return 0;
430 }
431 
432 static int
433 cam_iosched_iops_tick(struct iop_stats *ios)
434 {
435 	int new_ios;
436 
437 	/*
438 	 * Allow at least one IO per tick until all
439 	 * the IOs for this interval have been spent.
440 	 */
441 	new_ios = (int)((ios->current * (uint64_t)ios->softc->this_frac) >> 16);
442 	if (new_ios < 1 && ios->l_value2 < ios->current) {
443 		new_ios = 1;
444 		ios->l_value2++;
445 	}
446 
447 	/*
448 	 * If this a new accounting interval, discard any "unspent" ios
449 	 * granted in the previous interval.  Otherwise add the new ios to
450 	 * the previously granted ones that haven't been spent yet.
451 	 */
452 	if ((ios->softc->total_ticks % ios->softc->quanta) == 0) {
453 		ios->l_value1 = new_ios;
454 		ios->l_value2 = 1;
455 	} else {
456 		ios->l_value1 += new_ios;
457 	}
458 
459 
460 	return 0;
461 }
462 
463 static int
464 cam_iosched_iops_caniop(struct iop_stats *ios, struct bio *bp)
465 {
466 
467 	/*
468 	 * So if we have any more IOPs left, allow it,
469 	 * otherwise wait. If current iops is 0, treat that
470 	 * as unlimited as a failsafe.
471 	 */
472 	if (ios->current > 0 && ios->l_value1 <= 0)
473 		return EAGAIN;
474 	return 0;
475 }
476 
477 static int
478 cam_iosched_iops_iop(struct iop_stats *ios, struct bio *bp)
479 {
480 	int rv;
481 
482 	rv = cam_iosched_limiter_caniop(ios, bp);
483 	if (rv == 0)
484 		ios->l_value1--;
485 
486 	return rv;
487 }
488 
489 static int
490 cam_iosched_bw_init(struct iop_stats *ios)
491 {
492 
493 	/* ios->current is in kB/s, so scale to bytes */
494 	ios->l_value1 = ios->current * 1000 / ios->softc->quanta;
495 
496 	return 0;
497 }
498 
499 static int
500 cam_iosched_bw_tick(struct iop_stats *ios)
501 {
502 	int bw;
503 
504 	/*
505 	 * If we're in the hole for available quota from
506 	 * the last time, then add the quantum for this.
507 	 * If we have any left over from last quantum,
508 	 * then too bad, that's lost. Also, ios->current
509 	 * is in kB/s, so scale.
510 	 *
511 	 * We also allow up to 4 quanta of credits to
512 	 * accumulate to deal with burstiness. 4 is extremely
513 	 * arbitrary.
514 	 */
515 	bw = (int)((ios->current * 1000ull * (uint64_t)ios->softc->this_frac) >> 16);
516 	if (ios->l_value1 < bw * 4)
517 		ios->l_value1 += bw;
518 
519 	return 0;
520 }
521 
522 static int
523 cam_iosched_bw_caniop(struct iop_stats *ios, struct bio *bp)
524 {
525 	/*
526 	 * So if we have any more bw quota left, allow it,
527 	 * otherwise wait. Note, we'll go negative and that's
528 	 * OK. We'll just get a little less next quota.
529 	 *
530 	 * Note on going negative: that allows us to process
531 	 * requests in order better, since we won't allow
532 	 * shorter reads to get around the long one that we
533 	 * don't have the quota to do just yet. It also prevents
534 	 * starvation by being a little more permissive about
535 	 * what we let through this quantum (to prevent the
536 	 * starvation), at the cost of getting a little less
537 	 * next quantum.
538 	 *
539 	 * Also note that if the current limit is <= 0,
540 	 * we treat it as unlimited as a failsafe.
541 	 */
542 	if (ios->current > 0 && ios->l_value1 <= 0)
543 		return EAGAIN;
544 
545 
546 	return 0;
547 }
548 
549 static int
550 cam_iosched_bw_iop(struct iop_stats *ios, struct bio *bp)
551 {
552 	int rv;
553 
554 	rv = cam_iosched_limiter_caniop(ios, bp);
555 	if (rv == 0)
556 		ios->l_value1 -= bp->bio_length;
557 
558 	return rv;
559 }
560 
561 static void cam_iosched_cl_maybe_steer(struct control_loop *clp);
562 
563 static void
564 cam_iosched_ticker(void *arg)
565 {
566 	struct cam_iosched_softc *isc = arg;
567 	sbintime_t now, delta;
568 	int pending;
569 
570 	callout_reset(&isc->ticker, hz / isc->quanta, cam_iosched_ticker, isc);
571 
572 	now = sbinuptime();
573 	delta = now - isc->last_time;
574 	isc->this_frac = (uint32_t)delta >> 16;		/* Note: discards seconds -- should be 0 harmless if not */
575 	isc->last_time = now;
576 
577 	cam_iosched_cl_maybe_steer(&isc->cl);
578 
579 	cam_iosched_limiter_tick(&isc->read_stats);
580 	cam_iosched_limiter_tick(&isc->write_stats);
581 	cam_iosched_limiter_tick(&isc->trim_stats);
582 
583 	cam_iosched_schedule(isc, isc->periph);
584 
585 	/*
586 	 * isc->load is an EMA of the pending I/Os at each tick. The number of
587 	 * pending I/Os is the sum of the I/Os queued to the hardware, and those
588 	 * in the software queue that could be queued to the hardware if there
589 	 * were slots.
590 	 *
591 	 * ios_stats.pending is a count of requests in the SIM right now for
592 	 * each of these types of I/O. So the total pending count is the sum of
593 	 * these I/Os and the sum of the queued I/Os still in the software queue
594 	 * for those operations that aren't being rate limited at the moment.
595 	 *
596 	 * The reason for the rate limiting bit is because those I/Os
597 	 * aren't part of the software queued load (since we could
598 	 * give them to hardware, but choose not to).
599 	 *
600 	 * Note: due to a bug in counting pending TRIM in the device, we
601 	 * don't include them in this count. We count each BIO_DELETE in
602 	 * the pending count, but the periph drivers collapse them down
603 	 * into one TRIM command. That one trim command gets the completion
604 	 * so the counts get off.
605 	 */
606 	pending = isc->read_stats.pending + isc->write_stats.pending /* + isc->trim_stats.pending */;
607 	pending += !!(isc->read_stats.state_flags & IOP_RATE_LIMITED) * isc->read_stats.queued +
608 	    !!(isc->write_stats.state_flags & IOP_RATE_LIMITED) * isc->write_stats.queued /* +
609 	    !!(isc->trim_stats.state_flags & IOP_RATE_LIMITED) * isc->trim_stats.queued */ ;
610 	pending <<= 16;
611 	pending /= isc->periph->path->device->ccbq.total_openings;
612 
613 	isc->load = (pending + (isc->load << 13) - isc->load) >> 13; /* see above: 13 -> 16139 / 200/s = ~81s ~1 minute */
614 
615 	isc->total_ticks++;
616 }
617 
618 
619 static void
620 cam_iosched_cl_init(struct control_loop *clp, struct cam_iosched_softc *isc)
621 {
622 
623 	clp->next_steer = sbinuptime();
624 	clp->softc = isc;
625 	clp->steer_interval = SBT_1S * 5;	/* Let's start out steering every 5s */
626 	clp->lolat = 5 * SBT_1MS;
627 	clp->hilat = 15 * SBT_1MS;
628 	clp->alpha = 20;			/* Alpha == gain. 20 = .2 */
629 	clp->type = set_max;
630 }
631 
632 static void
633 cam_iosched_cl_maybe_steer(struct control_loop *clp)
634 {
635 	struct cam_iosched_softc *isc;
636 	sbintime_t now, lat;
637 	int old;
638 
639 	isc = clp->softc;
640 	now = isc->last_time;
641 	if (now < clp->next_steer)
642 		return;
643 
644 	clp->next_steer = now + clp->steer_interval;
645 	switch (clp->type) {
646 	case set_max:
647 		if (isc->write_stats.current != isc->write_stats.max)
648 			printf("Steering write from %d kBps to %d kBps\n",
649 			    isc->write_stats.current, isc->write_stats.max);
650 		isc->read_stats.current = isc->read_stats.max;
651 		isc->write_stats.current = isc->write_stats.max;
652 		isc->trim_stats.current = isc->trim_stats.max;
653 		break;
654 	case read_latency:
655 		old = isc->write_stats.current;
656 		lat = isc->read_stats.ema;
657 		/*
658 		 * Simple PLL-like engine. Since we're steering to a range for
659 		 * the SP (set point) that makes things a little more
660 		 * complicated. In addition, we're not directly controlling our
661 		 * PV (process variable), the read latency, but instead are
662 		 * manipulating the write bandwidth limit for our MV
663 		 * (manipulation variable), analysis of this code gets a bit
664 		 * messy. Also, the MV is a very noisy control surface for read
665 		 * latency since it is affected by many hidden processes inside
666 		 * the device which change how responsive read latency will be
667 		 * in reaction to changes in write bandwidth. Unlike the classic
668 		 * boiler control PLL. this may result in over-steering while
669 		 * the SSD takes its time to react to the new, lower load. This
670 		 * is why we use a relatively low alpha of between .1 and .25 to
671 		 * compensate for this effect. At .1, it takes ~22 steering
672 		 * intervals to back off by a factor of 10. At .2 it only takes
673 		 * ~10. At .25 it only takes ~8. However some preliminary data
674 		 * from the SSD drives suggests a reasponse time in 10's of
675 		 * seconds before latency drops regardless of the new write
676 		 * rate. Careful observation will be required to tune this
677 		 * effectively.
678 		 *
679 		 * Also, when there's no read traffic, we jack up the write
680 		 * limit too regardless of the last read latency.  10 is
681 		 * somewhat arbitrary.
682 		 */
683 		if (lat < clp->lolat || isc->read_stats.total - clp->last_count < 10)
684 			isc->write_stats.current = isc->write_stats.current *
685 			    (100 + clp->alpha) / 100;	/* Scale up */
686 		else if (lat > clp->hilat)
687 			isc->write_stats.current = isc->write_stats.current *
688 			    (100 - clp->alpha) / 100;	/* Scale down */
689 		clp->last_count = isc->read_stats.total;
690 
691 		/*
692 		 * Even if we don't steer, per se, enforce the min/max limits as
693 		 * those may have changed.
694 		 */
695 		if (isc->write_stats.current < isc->write_stats.min)
696 			isc->write_stats.current = isc->write_stats.min;
697 		if (isc->write_stats.current > isc->write_stats.max)
698 			isc->write_stats.current = isc->write_stats.max;
699 		if (old != isc->write_stats.current && 	iosched_debug)
700 			printf("Steering write from %d kBps to %d kBps due to latency of %jdus\n",
701 			    old, isc->write_stats.current,
702 			    (uintmax_t)((uint64_t)1000000 * (uint32_t)lat) >> 32);
703 		break;
704 	case cl_max:
705 		break;
706 	}
707 }
708 #endif
709 
710 /*
711  * Trim or similar currently pending completion. Should only be set for
712  * those drivers wishing only one Trim active at a time.
713  */
714 #define CAM_IOSCHED_FLAG_TRIM_ACTIVE	(1ul << 0)
715 			/* Callout active, and needs to be torn down */
716 #define CAM_IOSCHED_FLAG_CALLOUT_ACTIVE (1ul << 1)
717 
718 			/* Periph drivers set these flags to indicate work */
719 #define CAM_IOSCHED_FLAG_WORK_FLAGS	((0xffffu) << 16)
720 
721 #ifdef CAM_IOSCHED_DYNAMIC
722 static void
723 cam_iosched_io_metric_update(struct cam_iosched_softc *isc,
724     sbintime_t sim_latency, int cmd, size_t size);
725 #endif
726 
727 static inline bool
728 cam_iosched_has_flagged_work(struct cam_iosched_softc *isc)
729 {
730 	return !!(isc->flags & CAM_IOSCHED_FLAG_WORK_FLAGS);
731 }
732 
733 static inline bool
734 cam_iosched_has_io(struct cam_iosched_softc *isc)
735 {
736 #ifdef CAM_IOSCHED_DYNAMIC
737 	if (do_dynamic_iosched) {
738 		struct bio *rbp = bioq_first(&isc->bio_queue);
739 		struct bio *wbp = bioq_first(&isc->write_queue);
740 		bool can_write = wbp != NULL &&
741 		    cam_iosched_limiter_caniop(&isc->write_stats, wbp) == 0;
742 		bool can_read = rbp != NULL &&
743 		    cam_iosched_limiter_caniop(&isc->read_stats, rbp) == 0;
744 		if (iosched_debug > 2) {
745 			printf("can write %d: pending_writes %d max_writes %d\n", can_write, isc->write_stats.pending, isc->write_stats.max);
746 			printf("can read %d: read_stats.pending %d max_reads %d\n", can_read, isc->read_stats.pending, isc->read_stats.max);
747 			printf("Queued reads %d writes %d\n", isc->read_stats.queued, isc->write_stats.queued);
748 		}
749 		return can_read || can_write;
750 	}
751 #endif
752 	return bioq_first(&isc->bio_queue) != NULL;
753 }
754 
755 static inline bool
756 cam_iosched_has_more_trim(struct cam_iosched_softc *isc)
757 {
758 	struct bio *bp;
759 
760 	bp = bioq_first(&isc->trim_queue);
761 #ifdef CAM_IOSCHED_DYNAMIC
762 	if (do_dynamic_iosched) {
763 		/*
764 		 * If we're limiting trims, then defer action on trims
765 		 * for a bit.
766 		 */
767 		if (bp == NULL || cam_iosched_limiter_caniop(&isc->trim_stats, bp) != 0)
768 			return false;
769 	}
770 #endif
771 
772 	/*
773 	 * If we've set a trim_goal, then if we exceed that allow trims
774 	 * to be passed back to the driver. If we've also set a tick timeout
775 	 * allow trims back to the driver. Otherwise, don't allow trims yet.
776 	 */
777 	if (isc->trim_goal > 0) {
778 		if (isc->queued_trims >= isc->trim_goal)
779 			return true;
780 		if (isc->queued_trims > 0 &&
781 		    isc->trim_ticks > 0 &&
782 		    ticks - isc->last_trim_tick > isc->trim_ticks)
783 			return true;
784 		return false;
785 	}
786 
787 	/* NB: Should perhaps have a max trim active independent of I/O limiters */
788 	return !(isc->flags & CAM_IOSCHED_FLAG_TRIM_ACTIVE) && bp != NULL;
789 }
790 
791 #define cam_iosched_sort_queue(isc)	((isc)->sort_io_queue >= 0 ?	\
792     (isc)->sort_io_queue : cam_sort_io_queues)
793 
794 
795 static inline bool
796 cam_iosched_has_work(struct cam_iosched_softc *isc)
797 {
798 #ifdef CAM_IOSCHED_DYNAMIC
799 	if (iosched_debug > 2)
800 		printf("has work: %d %d %d\n", cam_iosched_has_io(isc),
801 		    cam_iosched_has_more_trim(isc),
802 		    cam_iosched_has_flagged_work(isc));
803 #endif
804 
805 	return cam_iosched_has_io(isc) ||
806 		cam_iosched_has_more_trim(isc) ||
807 		cam_iosched_has_flagged_work(isc);
808 }
809 
810 #ifdef CAM_IOSCHED_DYNAMIC
811 static void
812 cam_iosched_iop_stats_init(struct cam_iosched_softc *isc, struct iop_stats *ios)
813 {
814 
815 	ios->limiter = none;
816 	ios->in = 0;
817 	ios->max = ios->current = 300000;
818 	ios->min = 1;
819 	ios->out = 0;
820 	ios->errs = 0;
821 	ios->pending = 0;
822 	ios->queued = 0;
823 	ios->total = 0;
824 	ios->ema = 0;
825 	ios->emvar = 0;
826 	ios->softc = isc;
827 	cam_iosched_limiter_init(ios);
828 }
829 
830 static int
831 cam_iosched_limiter_sysctl(SYSCTL_HANDLER_ARGS)
832 {
833 	char buf[16];
834 	struct iop_stats *ios;
835 	struct cam_iosched_softc *isc;
836 	int value, i, error;
837 	const char *p;
838 
839 	ios = arg1;
840 	isc = ios->softc;
841 	value = ios->limiter;
842 	if (value < none || value >= limiter_max)
843 		p = "UNKNOWN";
844 	else
845 		p = cam_iosched_limiter_names[value];
846 
847 	strlcpy(buf, p, sizeof(buf));
848 	error = sysctl_handle_string(oidp, buf, sizeof(buf), req);
849 	if (error != 0 || req->newptr == NULL)
850 		return error;
851 
852 	cam_periph_lock(isc->periph);
853 
854 	for (i = none; i < limiter_max; i++) {
855 		if (strcmp(buf, cam_iosched_limiter_names[i]) != 0)
856 			continue;
857 		ios->limiter = i;
858 		error = cam_iosched_limiter_init(ios);
859 		if (error != 0) {
860 			ios->limiter = value;
861 			cam_periph_unlock(isc->periph);
862 			return error;
863 		}
864 		/* Note: disk load averate requires ticker to be always running */
865 		callout_reset(&isc->ticker, hz / isc->quanta, cam_iosched_ticker, isc);
866 		isc->flags |= CAM_IOSCHED_FLAG_CALLOUT_ACTIVE;
867 
868 		cam_periph_unlock(isc->periph);
869 		return 0;
870 	}
871 
872 	cam_periph_unlock(isc->periph);
873 	return EINVAL;
874 }
875 
876 static int
877 cam_iosched_control_type_sysctl(SYSCTL_HANDLER_ARGS)
878 {
879 	char buf[16];
880 	struct control_loop *clp;
881 	struct cam_iosched_softc *isc;
882 	int value, i, error;
883 	const char *p;
884 
885 	clp = arg1;
886 	isc = clp->softc;
887 	value = clp->type;
888 	if (value < none || value >= cl_max)
889 		p = "UNKNOWN";
890 	else
891 		p = cam_iosched_control_type_names[value];
892 
893 	strlcpy(buf, p, sizeof(buf));
894 	error = sysctl_handle_string(oidp, buf, sizeof(buf), req);
895 	if (error != 0 || req->newptr == NULL)
896 		return error;
897 
898 	for (i = set_max; i < cl_max; i++) {
899 		if (strcmp(buf, cam_iosched_control_type_names[i]) != 0)
900 			continue;
901 		cam_periph_lock(isc->periph);
902 		clp->type = i;
903 		cam_periph_unlock(isc->periph);
904 		return 0;
905 	}
906 
907 	return EINVAL;
908 }
909 
910 static int
911 cam_iosched_sbintime_sysctl(SYSCTL_HANDLER_ARGS)
912 {
913 	char buf[16];
914 	sbintime_t value;
915 	int error;
916 	uint64_t us;
917 
918 	value = *(sbintime_t *)arg1;
919 	us = (uint64_t)value / SBT_1US;
920 	snprintf(buf, sizeof(buf), "%ju", (intmax_t)us);
921 	error = sysctl_handle_string(oidp, buf, sizeof(buf), req);
922 	if (error != 0 || req->newptr == NULL)
923 		return error;
924 	us = strtoul(buf, NULL, 10);
925 	if (us == 0)
926 		return EINVAL;
927 	*(sbintime_t *)arg1 = us * SBT_1US;
928 	return 0;
929 }
930 
931 static int
932 cam_iosched_sysctl_latencies(SYSCTL_HANDLER_ARGS)
933 {
934 	int i, error;
935 	struct sbuf sb;
936 	uint64_t *latencies;
937 
938 	latencies = arg1;
939 	sbuf_new_for_sysctl(&sb, NULL, LAT_BUCKETS * 16, req);
940 
941 	for (i = 0; i < LAT_BUCKETS - 1; i++)
942 		sbuf_printf(&sb, "%jd,", (intmax_t)latencies[i]);
943 	sbuf_printf(&sb, "%jd", (intmax_t)latencies[LAT_BUCKETS - 1]);
944 	error = sbuf_finish(&sb);
945 	sbuf_delete(&sb);
946 
947 	return (error);
948 }
949 
950 static int
951 cam_iosched_quanta_sysctl(SYSCTL_HANDLER_ARGS)
952 {
953 	int *quanta;
954 	int error, value;
955 
956 	quanta = (unsigned *)arg1;
957 	value = *quanta;
958 
959 	error = sysctl_handle_int(oidp, (int *)&value, 0, req);
960 	if ((error != 0) || (req->newptr == NULL))
961 		return (error);
962 
963 	if (value < 1 || value > hz)
964 		return (EINVAL);
965 
966 	*quanta = value;
967 
968 	return (0);
969 }
970 
971 static void
972 cam_iosched_iop_stats_sysctl_init(struct cam_iosched_softc *isc, struct iop_stats *ios, char *name)
973 {
974 	struct sysctl_oid_list *n;
975 	struct sysctl_ctx_list *ctx;
976 
977 	ios->sysctl_tree = SYSCTL_ADD_NODE(&isc->sysctl_ctx,
978 	    SYSCTL_CHILDREN(isc->sysctl_tree), OID_AUTO, name,
979 	    CTLFLAG_RD, 0, name);
980 	n = SYSCTL_CHILDREN(ios->sysctl_tree);
981 	ctx = &ios->sysctl_ctx;
982 
983 	SYSCTL_ADD_UQUAD(ctx, n,
984 	    OID_AUTO, "ema", CTLFLAG_RD,
985 	    &ios->ema,
986 	    "Fast Exponentially Weighted Moving Average");
987 	SYSCTL_ADD_UQUAD(ctx, n,
988 	    OID_AUTO, "emvar", CTLFLAG_RD,
989 	    &ios->emvar,
990 	    "Fast Exponentially Weighted Moving Variance");
991 
992 	SYSCTL_ADD_INT(ctx, n,
993 	    OID_AUTO, "pending", CTLFLAG_RD,
994 	    &ios->pending, 0,
995 	    "Instantaneous # of pending transactions");
996 	SYSCTL_ADD_INT(ctx, n,
997 	    OID_AUTO, "count", CTLFLAG_RD,
998 	    &ios->total, 0,
999 	    "# of transactions submitted to hardware");
1000 	SYSCTL_ADD_INT(ctx, n,
1001 	    OID_AUTO, "queued", CTLFLAG_RD,
1002 	    &ios->queued, 0,
1003 	    "# of transactions in the queue");
1004 	SYSCTL_ADD_INT(ctx, n,
1005 	    OID_AUTO, "in", CTLFLAG_RD,
1006 	    &ios->in, 0,
1007 	    "# of transactions queued to driver");
1008 	SYSCTL_ADD_INT(ctx, n,
1009 	    OID_AUTO, "out", CTLFLAG_RD,
1010 	    &ios->out, 0,
1011 	    "# of transactions completed (including with error)");
1012 	SYSCTL_ADD_INT(ctx, n,
1013 	    OID_AUTO, "errs", CTLFLAG_RD,
1014 	    &ios->errs, 0,
1015 	    "# of transactions completed with an error");
1016 
1017 	SYSCTL_ADD_PROC(ctx, n,
1018 	    OID_AUTO, "limiter", CTLTYPE_STRING | CTLFLAG_RW,
1019 	    ios, 0, cam_iosched_limiter_sysctl, "A",
1020 	    "Current limiting type.");
1021 	SYSCTL_ADD_INT(ctx, n,
1022 	    OID_AUTO, "min", CTLFLAG_RW,
1023 	    &ios->min, 0,
1024 	    "min resource");
1025 	SYSCTL_ADD_INT(ctx, n,
1026 	    OID_AUTO, "max", CTLFLAG_RW,
1027 	    &ios->max, 0,
1028 	    "max resource");
1029 	SYSCTL_ADD_INT(ctx, n,
1030 	    OID_AUTO, "current", CTLFLAG_RW,
1031 	    &ios->current, 0,
1032 	    "current resource");
1033 
1034 	SYSCTL_ADD_PROC(ctx, n,
1035 	    OID_AUTO, "latencies", CTLTYPE_STRING | CTLFLAG_RD,
1036 	    &ios->latencies, 0,
1037 	    cam_iosched_sysctl_latencies, "A",
1038 	    "Array of power of 2 latency from 1ms to 1.024s");
1039 }
1040 
1041 static void
1042 cam_iosched_iop_stats_fini(struct iop_stats *ios)
1043 {
1044 	if (ios->sysctl_tree)
1045 		if (sysctl_ctx_free(&ios->sysctl_ctx) != 0)
1046 			printf("can't remove iosched sysctl stats context\n");
1047 }
1048 
1049 static void
1050 cam_iosched_cl_sysctl_init(struct cam_iosched_softc *isc)
1051 {
1052 	struct sysctl_oid_list *n;
1053 	struct sysctl_ctx_list *ctx;
1054 	struct control_loop *clp;
1055 
1056 	clp = &isc->cl;
1057 	clp->sysctl_tree = SYSCTL_ADD_NODE(&isc->sysctl_ctx,
1058 	    SYSCTL_CHILDREN(isc->sysctl_tree), OID_AUTO, "control",
1059 	    CTLFLAG_RD, 0, "Control loop info");
1060 	n = SYSCTL_CHILDREN(clp->sysctl_tree);
1061 	ctx = &clp->sysctl_ctx;
1062 
1063 	SYSCTL_ADD_PROC(ctx, n,
1064 	    OID_AUTO, "type", CTLTYPE_STRING | CTLFLAG_RW,
1065 	    clp, 0, cam_iosched_control_type_sysctl, "A",
1066 	    "Control loop algorithm");
1067 	SYSCTL_ADD_PROC(ctx, n,
1068 	    OID_AUTO, "steer_interval", CTLTYPE_STRING | CTLFLAG_RW,
1069 	    &clp->steer_interval, 0, cam_iosched_sbintime_sysctl, "A",
1070 	    "How often to steer (in us)");
1071 	SYSCTL_ADD_PROC(ctx, n,
1072 	    OID_AUTO, "lolat", CTLTYPE_STRING | CTLFLAG_RW,
1073 	    &clp->lolat, 0, cam_iosched_sbintime_sysctl, "A",
1074 	    "Low water mark for Latency (in us)");
1075 	SYSCTL_ADD_PROC(ctx, n,
1076 	    OID_AUTO, "hilat", CTLTYPE_STRING | CTLFLAG_RW,
1077 	    &clp->hilat, 0, cam_iosched_sbintime_sysctl, "A",
1078 	    "Hi water mark for Latency (in us)");
1079 	SYSCTL_ADD_INT(ctx, n,
1080 	    OID_AUTO, "alpha", CTLFLAG_RW,
1081 	    &clp->alpha, 0,
1082 	    "Alpha for PLL (x100) aka gain");
1083 }
1084 
1085 static void
1086 cam_iosched_cl_sysctl_fini(struct control_loop *clp)
1087 {
1088 	if (clp->sysctl_tree)
1089 		if (sysctl_ctx_free(&clp->sysctl_ctx) != 0)
1090 			printf("can't remove iosched sysctl control loop context\n");
1091 }
1092 #endif
1093 
1094 /*
1095  * Allocate the iosched structure. This also insulates callers from knowing
1096  * sizeof struct cam_iosched_softc.
1097  */
1098 int
1099 cam_iosched_init(struct cam_iosched_softc **iscp, struct cam_periph *periph)
1100 {
1101 
1102 	*iscp = malloc(sizeof(**iscp), M_CAMSCHED, M_NOWAIT | M_ZERO);
1103 	if (*iscp == NULL)
1104 		return ENOMEM;
1105 #ifdef CAM_IOSCHED_DYNAMIC
1106 	if (iosched_debug)
1107 		printf("CAM IOSCHEDULER Allocating entry at %p\n", *iscp);
1108 #endif
1109 	(*iscp)->sort_io_queue = -1;
1110 	bioq_init(&(*iscp)->bio_queue);
1111 	bioq_init(&(*iscp)->trim_queue);
1112 #ifdef CAM_IOSCHED_DYNAMIC
1113 	if (do_dynamic_iosched) {
1114 		bioq_init(&(*iscp)->write_queue);
1115 		(*iscp)->read_bias = 100;
1116 		(*iscp)->current_read_bias = 100;
1117 		(*iscp)->quanta = min(hz, 200);
1118 		cam_iosched_iop_stats_init(*iscp, &(*iscp)->read_stats);
1119 		cam_iosched_iop_stats_init(*iscp, &(*iscp)->write_stats);
1120 		cam_iosched_iop_stats_init(*iscp, &(*iscp)->trim_stats);
1121 		(*iscp)->trim_stats.max = 1;	/* Trims are special: one at a time for now */
1122 		(*iscp)->last_time = sbinuptime();
1123 		callout_init_mtx(&(*iscp)->ticker, cam_periph_mtx(periph), 0);
1124 		(*iscp)->periph = periph;
1125 		cam_iosched_cl_init(&(*iscp)->cl, *iscp);
1126 		callout_reset(&(*iscp)->ticker, hz / (*iscp)->quanta, cam_iosched_ticker, *iscp);
1127 		(*iscp)->flags |= CAM_IOSCHED_FLAG_CALLOUT_ACTIVE;
1128 	}
1129 #endif
1130 
1131 	return 0;
1132 }
1133 
1134 /*
1135  * Reclaim all used resources. This assumes that other folks have
1136  * drained the requests in the hardware. Maybe an unwise assumption.
1137  */
1138 void
1139 cam_iosched_fini(struct cam_iosched_softc *isc)
1140 {
1141 	if (isc) {
1142 		cam_iosched_flush(isc, NULL, ENXIO);
1143 #ifdef CAM_IOSCHED_DYNAMIC
1144 		cam_iosched_iop_stats_fini(&isc->read_stats);
1145 		cam_iosched_iop_stats_fini(&isc->write_stats);
1146 		cam_iosched_iop_stats_fini(&isc->trim_stats);
1147 		cam_iosched_cl_sysctl_fini(&isc->cl);
1148 		if (isc->sysctl_tree)
1149 			if (sysctl_ctx_free(&isc->sysctl_ctx) != 0)
1150 				printf("can't remove iosched sysctl stats context\n");
1151 		if (isc->flags & CAM_IOSCHED_FLAG_CALLOUT_ACTIVE) {
1152 			callout_drain(&isc->ticker);
1153 			isc->flags &= ~ CAM_IOSCHED_FLAG_CALLOUT_ACTIVE;
1154 		}
1155 #endif
1156 		free(isc, M_CAMSCHED);
1157 	}
1158 }
1159 
1160 /*
1161  * After we're sure we're attaching a device, go ahead and add
1162  * hooks for any sysctl we may wish to honor.
1163  */
1164 void cam_iosched_sysctl_init(struct cam_iosched_softc *isc,
1165     struct sysctl_ctx_list *ctx, struct sysctl_oid *node)
1166 {
1167 	struct sysctl_oid_list *n;
1168 
1169 	n = SYSCTL_CHILDREN(node);
1170 	SYSCTL_ADD_INT(ctx, n,
1171 		OID_AUTO, "sort_io_queue", CTLFLAG_RW | CTLFLAG_MPSAFE,
1172 		&isc->sort_io_queue, 0,
1173 		"Sort IO queue to try and optimise disk access patterns");
1174 	SYSCTL_ADD_INT(ctx, n,
1175 	    OID_AUTO, "trim_goal", CTLFLAG_RW,
1176 	    &isc->trim_goal, 0,
1177 	    "Number of trims to try to accumulate before sending to hardware");
1178 	SYSCTL_ADD_INT(ctx, n,
1179 	    OID_AUTO, "trim_ticks", CTLFLAG_RW,
1180 	    &isc->trim_goal, 0,
1181 	    "IO Schedul qaunta to hold back trims for when accumulating");
1182 
1183 #ifdef CAM_IOSCHED_DYNAMIC
1184 	if (!do_dynamic_iosched)
1185 		return;
1186 
1187 	isc->sysctl_tree = SYSCTL_ADD_NODE(&isc->sysctl_ctx,
1188 	    SYSCTL_CHILDREN(node), OID_AUTO, "iosched",
1189 	    CTLFLAG_RD, 0, "I/O scheduler statistics");
1190 	n = SYSCTL_CHILDREN(isc->sysctl_tree);
1191 	ctx = &isc->sysctl_ctx;
1192 
1193 	cam_iosched_iop_stats_sysctl_init(isc, &isc->read_stats, "read");
1194 	cam_iosched_iop_stats_sysctl_init(isc, &isc->write_stats, "write");
1195 	cam_iosched_iop_stats_sysctl_init(isc, &isc->trim_stats, "trim");
1196 	cam_iosched_cl_sysctl_init(isc);
1197 
1198 	SYSCTL_ADD_INT(ctx, n,
1199 	    OID_AUTO, "read_bias", CTLFLAG_RW,
1200 	    &isc->read_bias, 100,
1201 	    "How biased towards read should we be independent of limits");
1202 
1203 	SYSCTL_ADD_PROC(ctx, n,
1204 	    OID_AUTO, "quanta", CTLTYPE_UINT | CTLFLAG_RW,
1205 	    &isc->quanta, 0, cam_iosched_quanta_sysctl, "I",
1206 	    "How many quanta per second do we slice the I/O up into");
1207 
1208 	SYSCTL_ADD_INT(ctx, n,
1209 	    OID_AUTO, "total_ticks", CTLFLAG_RD,
1210 	    &isc->total_ticks, 0,
1211 	    "Total number of ticks we've done");
1212 
1213 	SYSCTL_ADD_INT(ctx, n,
1214 	    OID_AUTO, "load", CTLFLAG_RD,
1215 	    &isc->load, 0,
1216 	    "scaled load average / 100");
1217 
1218 	SYSCTL_ADD_U64(ctx, n,
1219 	    OID_AUTO, "latency_trigger", CTLFLAG_RW,
1220 	    &isc->max_lat, 0,
1221 	    "Latency treshold to trigger callbacks");
1222 #endif
1223 }
1224 
1225 void
1226 cam_iosched_set_latfcn(struct cam_iosched_softc *isc,
1227     cam_iosched_latfcn_t fnp, void *argp)
1228 {
1229 #ifdef CAM_IOSCHED_DYNAMIC
1230 	isc->latfcn = fnp;
1231 	isc->latarg = argp;
1232 #endif
1233 }
1234 
1235 /*
1236  * Client drivers can set two parameters. "goal" is the number of BIO_DELETEs
1237  * that will be queued up before iosched will "release" the trims to the client
1238  * driver to wo with what they will (usually combine as many as possible). If we
1239  * don't get this many, after trim_ticks we'll submit the I/O anyway with
1240  * whatever we have.  We do need an I/O of some kind of to clock the deferred
1241  * trims out to disk. Since we will eventually get a write for the super block
1242  * or something before we shutdown, the trims will complete. To be safe, when a
1243  * BIO_FLUSH is presented to the iosched work queue, we set the ticks time far
1244  * enough in the past so we'll present the BIO_DELETEs to the client driver.
1245  * There might be a race if no BIO_DELETESs were queued, a BIO_FLUSH comes in
1246  * and then a BIO_DELETE is sent down. No know client does this, and there's
1247  * already a race between an ordered BIO_FLUSH and any BIO_DELETEs in flight,
1248  * but no client depends on the ordering being honored.
1249  *
1250  * XXX I'm not sure what the interaction between UFS direct BIOs and the BUF
1251  * flushing on shutdown. I think there's bufs that would be dependent on the BIO
1252  * finishing to write out at least metadata, so we'll be fine. To be safe, keep
1253  * the number of ticks low (less than maybe 10s) to avoid shutdown races.
1254  */
1255 
1256 void
1257 cam_iosched_set_trim_goal(struct cam_iosched_softc *isc, int goal)
1258 {
1259 
1260 	isc->trim_goal = goal;
1261 }
1262 
1263 void
1264 cam_iosched_set_trim_ticks(struct cam_iosched_softc *isc, int trim_ticks)
1265 {
1266 
1267 	isc->trim_ticks = trim_ticks;
1268 }
1269 
1270 /*
1271  * Flush outstanding I/O. Consumers of this library don't know all the
1272  * queues we may keep, so this allows all I/O to be flushed in one
1273  * convenient call.
1274  */
1275 void
1276 cam_iosched_flush(struct cam_iosched_softc *isc, struct devstat *stp, int err)
1277 {
1278 	bioq_flush(&isc->bio_queue, stp, err);
1279 	bioq_flush(&isc->trim_queue, stp, err);
1280 #ifdef CAM_IOSCHED_DYNAMIC
1281 	if (do_dynamic_iosched)
1282 		bioq_flush(&isc->write_queue, stp, err);
1283 #endif
1284 }
1285 
1286 #ifdef CAM_IOSCHED_DYNAMIC
1287 static struct bio *
1288 cam_iosched_get_write(struct cam_iosched_softc *isc)
1289 {
1290 	struct bio *bp;
1291 
1292 	/*
1293 	 * We control the write rate by controlling how many requests we send
1294 	 * down to the drive at any one time. Fewer requests limits the
1295 	 * effects of both starvation when the requests take a while and write
1296 	 * amplification when each request is causing more than one write to
1297 	 * the NAND media. Limiting the queue depth like this will also limit
1298 	 * the write throughput and give and reads that want to compete to
1299 	 * compete unfairly.
1300 	 */
1301 	bp = bioq_first(&isc->write_queue);
1302 	if (bp == NULL) {
1303 		if (iosched_debug > 3)
1304 			printf("No writes present in write_queue\n");
1305 		return NULL;
1306 	}
1307 
1308 	/*
1309 	 * If pending read, prefer that based on current read bias
1310 	 * setting.
1311 	 */
1312 	if (bioq_first(&isc->bio_queue) && isc->current_read_bias) {
1313 		if (iosched_debug)
1314 			printf(
1315 			    "Reads present and current_read_bias is %d queued "
1316 			    "writes %d queued reads %d\n",
1317 			    isc->current_read_bias, isc->write_stats.queued,
1318 			    isc->read_stats.queued);
1319 		isc->current_read_bias--;
1320 		/* We're not limiting writes, per se, just doing reads first */
1321 		return NULL;
1322 	}
1323 
1324 	/*
1325 	 * See if our current limiter allows this I/O.
1326 	 */
1327 	if (cam_iosched_limiter_iop(&isc->write_stats, bp) != 0) {
1328 		if (iosched_debug)
1329 			printf("Can't write because limiter says no.\n");
1330 		isc->write_stats.state_flags |= IOP_RATE_LIMITED;
1331 		return NULL;
1332 	}
1333 
1334 	/*
1335 	 * Let's do this: We've passed all the gates and we're a go
1336 	 * to schedule the I/O in the SIM.
1337 	 */
1338 	isc->current_read_bias = isc->read_bias;
1339 	bioq_remove(&isc->write_queue, bp);
1340 	if (bp->bio_cmd == BIO_WRITE) {
1341 		isc->write_stats.queued--;
1342 		isc->write_stats.total++;
1343 		isc->write_stats.pending++;
1344 	}
1345 	if (iosched_debug > 9)
1346 		printf("HWQ : %p %#x\n", bp, bp->bio_cmd);
1347 	isc->write_stats.state_flags &= ~IOP_RATE_LIMITED;
1348 	return bp;
1349 }
1350 #endif
1351 
1352 /*
1353  * Put back a trim that you weren't able to actually schedule this time.
1354  */
1355 void
1356 cam_iosched_put_back_trim(struct cam_iosched_softc *isc, struct bio *bp)
1357 {
1358 	bioq_insert_head(&isc->trim_queue, bp);
1359 	if (isc->queued_trims == 0)
1360 		isc->last_trim_tick = ticks;
1361 	isc->queued_trims++;
1362 #ifdef CAM_IOSCHED_DYNAMIC
1363 	isc->trim_stats.queued++;
1364 	isc->trim_stats.total--;		/* since we put it back, don't double count */
1365 	isc->trim_stats.pending--;
1366 #endif
1367 }
1368 
1369 /*
1370  * gets the next trim from the trim queue.
1371  *
1372  * Assumes we're called with the periph lock held.  It removes this
1373  * trim from the queue and the device must explicitly reinsert it
1374  * should the need arise.
1375  */
1376 struct bio *
1377 cam_iosched_next_trim(struct cam_iosched_softc *isc)
1378 {
1379 	struct bio *bp;
1380 
1381 	bp  = bioq_first(&isc->trim_queue);
1382 	if (bp == NULL)
1383 		return NULL;
1384 	bioq_remove(&isc->trim_queue, bp);
1385 	isc->queued_trims--;
1386 	isc->last_trim_tick = ticks;	/* Reset the tick timer when we take trims */
1387 #ifdef CAM_IOSCHED_DYNAMIC
1388 	isc->trim_stats.queued--;
1389 	isc->trim_stats.total++;
1390 	isc->trim_stats.pending++;
1391 #endif
1392 	return bp;
1393 }
1394 
1395 /*
1396  * gets an available trim from the trim queue, if there's no trim
1397  * already pending. It removes this trim from the queue and the device
1398  * must explicitly reinsert it should the need arise.
1399  *
1400  * Assumes we're called with the periph lock held.
1401  */
1402 struct bio *
1403 cam_iosched_get_trim(struct cam_iosched_softc *isc)
1404 {
1405 #ifdef CAM_IOSCHED_DYNAMIC
1406 	struct bio *bp;
1407 #endif
1408 
1409 	if (!cam_iosched_has_more_trim(isc))
1410 		return NULL;
1411 #ifdef CAM_IOSCHED_DYNAMIC
1412 	bp  = bioq_first(&isc->trim_queue);
1413 	if (bp == NULL)
1414 		return NULL;
1415 
1416 	/*
1417 	 * If pending read, prefer that based on current read bias setting. The
1418 	 * read bias is shared for both writes and TRIMs, but on TRIMs the bias
1419 	 * is for a combined TRIM not a single TRIM request that's come in.
1420 	 */
1421 	if (do_dynamic_iosched) {
1422 		if (bioq_first(&isc->bio_queue) && isc->current_read_bias) {
1423 			if (iosched_debug)
1424 				printf("Reads present and current_read_bias is %d"
1425 				    " queued trims %d queued reads %d\n",
1426 				    isc->current_read_bias, isc->trim_stats.queued,
1427 				    isc->read_stats.queued);
1428 			isc->current_read_bias--;
1429 			/* We're not limiting TRIMS, per se, just doing reads first */
1430 			return NULL;
1431 		}
1432 		/*
1433 		 * We're going to do a trim, so reset the bias.
1434 		 */
1435 		isc->current_read_bias = isc->read_bias;
1436 	}
1437 
1438 	/*
1439 	 * See if our current limiter allows this I/O. Because we only call this
1440 	 * here, and not in next_trim, the 'bandwidth' limits for trims won't
1441 	 * work, while the iops or max queued limits will work. It's tricky
1442 	 * because we want the limits to be from the perspective of the
1443 	 * "commands sent to the device." To make iops work, we need to check
1444 	 * only here (since we want all the ops we combine to count as one). To
1445 	 * make bw limits work, we'd need to check in next_trim, but that would
1446 	 * have the effect of limiting the iops as seen from the upper layers.
1447 	 */
1448 	if (cam_iosched_limiter_iop(&isc->trim_stats, bp) != 0) {
1449 		if (iosched_debug)
1450 			printf("Can't trim because limiter says no.\n");
1451 		isc->trim_stats.state_flags |= IOP_RATE_LIMITED;
1452 		return NULL;
1453 	}
1454 	isc->current_read_bias = isc->read_bias;
1455 	isc->trim_stats.state_flags &= ~IOP_RATE_LIMITED;
1456 	/* cam_iosched_next_trim below keeps proper book */
1457 #endif
1458 	return cam_iosched_next_trim(isc);
1459 }
1460 
1461 /*
1462  * Determine what the next bit of work to do is for the periph. The
1463  * default implementation looks to see if we have trims to do, but no
1464  * trims outstanding. If so, we do that. Otherwise we see if we have
1465  * other work. If we do, then we do that. Otherwise why were we called?
1466  */
1467 struct bio *
1468 cam_iosched_next_bio(struct cam_iosched_softc *isc)
1469 {
1470 	struct bio *bp;
1471 
1472 	/*
1473 	 * See if we have a trim that can be scheduled. We can only send one
1474 	 * at a time down, so this takes that into account.
1475 	 *
1476 	 * XXX newer TRIM commands are queueable. Revisit this when we
1477 	 * implement them.
1478 	 */
1479 	if ((bp = cam_iosched_get_trim(isc)) != NULL)
1480 		return bp;
1481 
1482 #ifdef CAM_IOSCHED_DYNAMIC
1483 	/*
1484 	 * See if we have any pending writes, and room in the queue for them,
1485 	 * and if so, those are next.
1486 	 */
1487 	if (do_dynamic_iosched) {
1488 		if ((bp = cam_iosched_get_write(isc)) != NULL)
1489 			return bp;
1490 	}
1491 #endif
1492 
1493 	/*
1494 	 * next, see if there's other, normal I/O waiting. If so return that.
1495 	 */
1496 	if ((bp = bioq_first(&isc->bio_queue)) == NULL)
1497 		return NULL;
1498 
1499 #ifdef CAM_IOSCHED_DYNAMIC
1500 	/*
1501 	 * For the dynamic scheduler, bio_queue is only for reads, so enforce
1502 	 * the limits here. Enforce only for reads.
1503 	 */
1504 	if (do_dynamic_iosched) {
1505 		if (bp->bio_cmd == BIO_READ &&
1506 		    cam_iosched_limiter_iop(&isc->read_stats, bp) != 0) {
1507 			isc->read_stats.state_flags |= IOP_RATE_LIMITED;
1508 			return NULL;
1509 		}
1510 	}
1511 	isc->read_stats.state_flags &= ~IOP_RATE_LIMITED;
1512 #endif
1513 	bioq_remove(&isc->bio_queue, bp);
1514 #ifdef CAM_IOSCHED_DYNAMIC
1515 	if (do_dynamic_iosched) {
1516 		if (bp->bio_cmd == BIO_READ) {
1517 			isc->read_stats.queued--;
1518 			isc->read_stats.total++;
1519 			isc->read_stats.pending++;
1520 		} else
1521 			printf("Found bio_cmd = %#x\n", bp->bio_cmd);
1522 	}
1523 	if (iosched_debug > 9)
1524 		printf("HWQ : %p %#x\n", bp, bp->bio_cmd);
1525 #endif
1526 	return bp;
1527 }
1528 
1529 /*
1530  * Driver has been given some work to do by the block layer. Tell the
1531  * scheduler about it and have it queue the work up. The scheduler module
1532  * will then return the currently most useful bit of work later, possibly
1533  * deferring work for various reasons.
1534  */
1535 void
1536 cam_iosched_queue_work(struct cam_iosched_softc *isc, struct bio *bp)
1537 {
1538 
1539 	/*
1540 	 * A BIO_SPEEDUP from the uppper layers means that they have a block
1541 	 * shortage. At the present, this is only sent when we're trying to
1542 	 * allocate blocks, but have a shortage before giving up. bio_length is
1543 	 * the size of their shortage. We will complete just enough BIO_DELETEs
1544 	 * in the queue to satisfy the need. If bio_length is 0, we'll complete
1545 	 * them all. This allows the scheduler to delay BIO_DELETEs to improve
1546 	 * read/write performance without worrying about the upper layers. When
1547 	 * it's possibly a problem, we respond by pretending the BIO_DELETEs
1548 	 * just worked. We can't do anything about the BIO_DELETEs in the
1549 	 * hardware, though. We have to wait for them to complete.
1550 	 */
1551 	if (bp->bio_cmd == BIO_SPEEDUP) {
1552 		off_t len;
1553 		struct bio *nbp;
1554 
1555 		len = 0;
1556 		while (bioq_first(&isc->trim_queue) &&
1557 		    (bp->bio_length == 0 || len < bp->bio_length)) {
1558 			nbp = bioq_takefirst(&isc->trim_queue);
1559 			len += nbp->bio_length;
1560 			nbp->bio_error = 0;
1561 			biodone(nbp);
1562 		}
1563 		if (bp->bio_length > 0) {
1564 			if (bp->bio_length > len)
1565 				bp->bio_resid = bp->bio_length - len;
1566 			else
1567 				bp->bio_resid = 0;
1568 		}
1569 		bp->bio_error = 0;
1570 		biodone(bp);
1571 		return;
1572 	}
1573 
1574 	/*
1575 	 * If we get a BIO_FLUSH, and we're doing delayed BIO_DELETEs then we
1576 	 * set the last tick time to one less than the current ticks minus the
1577 	 * delay to force the BIO_DELETEs to be presented to the client driver.
1578 	 */
1579 	if (bp->bio_cmd == BIO_FLUSH && isc->trim_ticks > 0)
1580 		isc->last_trim_tick = ticks - isc->trim_ticks - 1;
1581 
1582 	/*
1583 	 * Put all trims on the trim queue. Otherwise put the work on the bio
1584 	 * queue.
1585 	 */
1586 	if (bp->bio_cmd == BIO_DELETE) {
1587 		bioq_insert_tail(&isc->trim_queue, bp);
1588 		if (isc->queued_trims == 0)
1589 			isc->last_trim_tick = ticks;
1590 		isc->queued_trims++;
1591 #ifdef CAM_IOSCHED_DYNAMIC
1592 		isc->trim_stats.in++;
1593 		isc->trim_stats.queued++;
1594 #endif
1595 	}
1596 #ifdef CAM_IOSCHED_DYNAMIC
1597 	else if (do_dynamic_iosched && (bp->bio_cmd != BIO_READ)) {
1598 		if (cam_iosched_sort_queue(isc))
1599 			bioq_disksort(&isc->write_queue, bp);
1600 		else
1601 			bioq_insert_tail(&isc->write_queue, bp);
1602 		if (iosched_debug > 9)
1603 			printf("Qw  : %p %#x\n", bp, bp->bio_cmd);
1604 		if (bp->bio_cmd == BIO_WRITE) {
1605 			isc->write_stats.in++;
1606 			isc->write_stats.queued++;
1607 		}
1608 	}
1609 #endif
1610 	else {
1611 		if (cam_iosched_sort_queue(isc))
1612 			bioq_disksort(&isc->bio_queue, bp);
1613 		else
1614 			bioq_insert_tail(&isc->bio_queue, bp);
1615 #ifdef CAM_IOSCHED_DYNAMIC
1616 		if (iosched_debug > 9)
1617 			printf("Qr  : %p %#x\n", bp, bp->bio_cmd);
1618 		if (bp->bio_cmd == BIO_READ) {
1619 			isc->read_stats.in++;
1620 			isc->read_stats.queued++;
1621 		} else if (bp->bio_cmd == BIO_WRITE) {
1622 			isc->write_stats.in++;
1623 			isc->write_stats.queued++;
1624 		}
1625 #endif
1626 	}
1627 }
1628 
1629 /*
1630  * If we have work, get it scheduled. Called with the periph lock held.
1631  */
1632 void
1633 cam_iosched_schedule(struct cam_iosched_softc *isc, struct cam_periph *periph)
1634 {
1635 
1636 	if (cam_iosched_has_work(isc))
1637 		xpt_schedule(periph, CAM_PRIORITY_NORMAL);
1638 }
1639 
1640 /*
1641  * Complete a trim request. Mark that we no longer have one in flight.
1642  */
1643 void
1644 cam_iosched_trim_done(struct cam_iosched_softc *isc)
1645 {
1646 
1647 	isc->flags &= ~CAM_IOSCHED_FLAG_TRIM_ACTIVE;
1648 }
1649 
1650 /*
1651  * Complete a bio. Called before we release the ccb with xpt_release_ccb so we
1652  * might use notes in the ccb for statistics.
1653  */
1654 int
1655 cam_iosched_bio_complete(struct cam_iosched_softc *isc, struct bio *bp,
1656     union ccb *done_ccb)
1657 {
1658 	int retval = 0;
1659 #ifdef CAM_IOSCHED_DYNAMIC
1660 	if (!do_dynamic_iosched)
1661 		return retval;
1662 
1663 	if (iosched_debug > 10)
1664 		printf("done: %p %#x\n", bp, bp->bio_cmd);
1665 	if (bp->bio_cmd == BIO_WRITE) {
1666 		retval = cam_iosched_limiter_iodone(&isc->write_stats, bp);
1667 		if ((bp->bio_flags & BIO_ERROR) != 0)
1668 			isc->write_stats.errs++;
1669 		isc->write_stats.out++;
1670 		isc->write_stats.pending--;
1671 	} else if (bp->bio_cmd == BIO_READ) {
1672 		retval = cam_iosched_limiter_iodone(&isc->read_stats, bp);
1673 		if ((bp->bio_flags & BIO_ERROR) != 0)
1674 			isc->read_stats.errs++;
1675 		isc->read_stats.out++;
1676 		isc->read_stats.pending--;
1677 	} else if (bp->bio_cmd == BIO_DELETE) {
1678 		if ((bp->bio_flags & BIO_ERROR) != 0)
1679 			isc->trim_stats.errs++;
1680 		isc->trim_stats.out++;
1681 		isc->trim_stats.pending--;
1682 	} else if (bp->bio_cmd != BIO_FLUSH) {
1683 		if (iosched_debug)
1684 			printf("Completing command with bio_cmd == %#x\n", bp->bio_cmd);
1685 	}
1686 
1687 	if (!(bp->bio_flags & BIO_ERROR) && done_ccb != NULL) {
1688 		sbintime_t sim_latency;
1689 
1690 		sim_latency = cam_iosched_sbintime_t(done_ccb->ccb_h.qos.periph_data);
1691 
1692 		cam_iosched_io_metric_update(isc, sim_latency,
1693 		    bp->bio_cmd, bp->bio_bcount);
1694 		/*
1695 		 * Debugging code: allow callbacks to the periph driver when latency max
1696 		 * is exceeded. This can be useful for triggering external debugging actions.
1697 		 */
1698 		if (isc->latfcn && isc->max_lat != 0 && sim_latency > isc->max_lat)
1699 			isc->latfcn(isc->latarg, sim_latency, bp);
1700 	}
1701 
1702 #endif
1703 	return retval;
1704 }
1705 
1706 /*
1707  * Tell the io scheduler that you've pushed a trim down into the sim.
1708  * This also tells the I/O scheduler not to push any more trims down, so
1709  * some periphs do not call it if they can cope with multiple trims in flight.
1710  */
1711 void
1712 cam_iosched_submit_trim(struct cam_iosched_softc *isc)
1713 {
1714 
1715 	isc->flags |= CAM_IOSCHED_FLAG_TRIM_ACTIVE;
1716 }
1717 
1718 /*
1719  * Change the sorting policy hint for I/O transactions for this device.
1720  */
1721 void
1722 cam_iosched_set_sort_queue(struct cam_iosched_softc *isc, int val)
1723 {
1724 
1725 	isc->sort_io_queue = val;
1726 }
1727 
1728 int
1729 cam_iosched_has_work_flags(struct cam_iosched_softc *isc, uint32_t flags)
1730 {
1731 	return isc->flags & flags;
1732 }
1733 
1734 void
1735 cam_iosched_set_work_flags(struct cam_iosched_softc *isc, uint32_t flags)
1736 {
1737 	isc->flags |= flags;
1738 }
1739 
1740 void
1741 cam_iosched_clr_work_flags(struct cam_iosched_softc *isc, uint32_t flags)
1742 {
1743 	isc->flags &= ~flags;
1744 }
1745 
1746 #ifdef CAM_IOSCHED_DYNAMIC
1747 /*
1748  * After the method presented in Jack Crenshaw's 1998 article "Integer
1749  * Square Roots," reprinted at
1750  * http://www.embedded.com/electronics-blogs/programmer-s-toolbox/4219659/Integer-Square-Roots
1751  * and well worth the read. Briefly, we find the power of 4 that's the
1752  * largest smaller than val. We then check each smaller power of 4 to
1753  * see if val is still bigger. The right shifts at each step divide
1754  * the result by 2 which after successive application winds up
1755  * accumulating the right answer. It could also have been accumulated
1756  * using a separate root counter, but this code is smaller and faster
1757  * than that method. This method is also integer size invariant.
1758  * It returns floor(sqrt((float)val)), or the largest integer less than
1759  * or equal to the square root.
1760  */
1761 static uint64_t
1762 isqrt64(uint64_t val)
1763 {
1764 	uint64_t res = 0;
1765 	uint64_t bit = 1ULL << (sizeof(uint64_t) * NBBY - 2);
1766 
1767 	/*
1768 	 * Find the largest power of 4 smaller than val.
1769 	 */
1770 	while (bit > val)
1771 		bit >>= 2;
1772 
1773 	/*
1774 	 * Accumulate the answer, one bit at a time (we keep moving
1775 	 * them over since 2 is the square root of 4 and we test
1776 	 * powers of 4). We accumulate where we find the bit, but
1777 	 * the successive shifts land the bit in the right place
1778 	 * by the end.
1779 	 */
1780 	while (bit != 0) {
1781 		if (val >= res + bit) {
1782 			val -= res + bit;
1783 			res = (res >> 1) + bit;
1784 		} else
1785 			res >>= 1;
1786 		bit >>= 2;
1787 	}
1788 
1789 	return res;
1790 }
1791 
1792 static sbintime_t latencies[LAT_BUCKETS - 1] = {
1793 	SBT_1MS <<  0,
1794 	SBT_1MS <<  1,
1795 	SBT_1MS <<  2,
1796 	SBT_1MS <<  3,
1797 	SBT_1MS <<  4,
1798 	SBT_1MS <<  5,
1799 	SBT_1MS <<  6,
1800 	SBT_1MS <<  7,
1801 	SBT_1MS <<  8,
1802 	SBT_1MS <<  9,
1803 	SBT_1MS << 10,
1804 	SBT_1MS << 11,
1805 	SBT_1MS << 12,
1806 	SBT_1MS << 13		/* 8.192s */
1807 };
1808 
1809 static void
1810 cam_iosched_update(struct iop_stats *iop, sbintime_t sim_latency)
1811 {
1812 	sbintime_t y, deltasq, delta;
1813 	int i;
1814 
1815 	/*
1816 	 * Keep counts for latency. We do it by power of two buckets.
1817 	 * This helps us spot outlier behavior obscured by averages.
1818 	 */
1819 	for (i = 0; i < LAT_BUCKETS - 1; i++) {
1820 		if (sim_latency < latencies[i]) {
1821 			iop->latencies[i]++;
1822 			break;
1823 		}
1824 	}
1825 	if (i == LAT_BUCKETS - 1)
1826 		iop->latencies[i]++; 	 /* Put all > 1024ms values into the last bucket. */
1827 
1828 	/*
1829 	 * Classic exponentially decaying average with a tiny alpha
1830 	 * (2 ^ -alpha_bits). For more info see the NIST statistical
1831 	 * handbook.
1832 	 *
1833 	 * ema_t = y_t * alpha + ema_t-1 * (1 - alpha)		[nist]
1834 	 * ema_t = y_t * alpha + ema_t-1 - alpha * ema_t-1
1835 	 * ema_t = alpha * y_t - alpha * ema_t-1 + ema_t-1
1836 	 * alpha = 1 / (1 << alpha_bits)
1837 	 * sub e == ema_t-1, b == 1/alpha (== 1 << alpha_bits), d == y_t - ema_t-1
1838 	 *	= y_t/b - e/b + be/b
1839 	 *      = (y_t - e + be) / b
1840 	 *	= (e + d) / b
1841 	 *
1842 	 * Since alpha is a power of two, we can compute this w/o any mult or
1843 	 * division.
1844 	 *
1845 	 * Variance can also be computed. Usually, it would be expressed as follows:
1846 	 *	diff_t = y_t - ema_t-1
1847 	 *	emvar_t = (1 - alpha) * (emavar_t-1 + diff_t^2 * alpha)
1848 	 *	  = emavar_t-1 - alpha * emavar_t-1 + delta_t^2 * alpha - (delta_t * alpha)^2
1849 	 * sub b == 1/alpha (== 1 << alpha_bits), e == emavar_t-1, d = delta_t^2
1850 	 *	  = e - e/b + dd/b + dd/bb
1851 	 *	  = (bbe - be + bdd + dd) / bb
1852 	 *	  = (bbe + b(dd-e) + dd) / bb (which is expanded below bb = 1<<(2*alpha_bits))
1853 	 */
1854 	/*
1855 	 * XXX possible numeric issues
1856 	 *	o We assume right shifted integers do the right thing, since that's
1857 	 *	  implementation defined. You can change the right shifts to / (1LL << alpha).
1858 	 *	o alpha_bits = 9 gives ema ceiling of 23 bits of seconds for ema and 14 bits
1859 	 *	  for emvar. This puts a ceiling of 13 bits on alpha since we need a
1860 	 *	  few tens of seconds of representation.
1861 	 *	o We mitigate alpha issues by never setting it too high.
1862 	 */
1863 	y = sim_latency;
1864 	delta = (y - iop->ema);					/* d */
1865 	iop->ema = ((iop->ema << alpha_bits) + delta) >> alpha_bits;
1866 
1867 	/*
1868 	 * Were we to naively plow ahead at this point, we wind up with many numerical
1869 	 * issues making any SD > ~3ms unreliable. So, we shift right by 12. This leaves
1870 	 * us with microsecond level precision in the input, so the same in the
1871 	 * output. It means we can't overflow deltasq unless delta > 4k seconds. It
1872 	 * also means that emvar can be up 46 bits 40 of which are fraction, which
1873 	 * gives us a way to measure up to ~8s in the SD before the computation goes
1874 	 * unstable. Even the worst hard disk rarely has > 1s service time in the
1875 	 * drive. It does mean we have to shift left 12 bits after taking the
1876 	 * square root to compute the actual standard deviation estimate. This loss of
1877 	 * precision is preferable to needing int128 types to work. The above numbers
1878 	 * assume alpha=9. 10 or 11 are ok, but we start to run into issues at 12,
1879 	 * so 12 or 13 is OK for EMA, EMVAR and SD will be wrong in those cases.
1880 	 */
1881 	delta >>= 12;
1882 	deltasq = delta * delta;				/* dd */
1883 	iop->emvar = ((iop->emvar << (2 * alpha_bits)) +	/* bbe */
1884 	    ((deltasq - iop->emvar) << alpha_bits) +		/* b(dd-e) */
1885 	    deltasq)						/* dd */
1886 	    >> (2 * alpha_bits);				/* div bb */
1887 	iop->sd = (sbintime_t)isqrt64((uint64_t)iop->emvar) << 12;
1888 }
1889 
1890 static void
1891 cam_iosched_io_metric_update(struct cam_iosched_softc *isc,
1892     sbintime_t sim_latency, int cmd, size_t size)
1893 {
1894 	/* xxx Do we need to scale based on the size of the I/O ? */
1895 	switch (cmd) {
1896 	case BIO_READ:
1897 		cam_iosched_update(&isc->read_stats, sim_latency);
1898 		break;
1899 	case BIO_WRITE:
1900 		cam_iosched_update(&isc->write_stats, sim_latency);
1901 		break;
1902 	case BIO_DELETE:
1903 		cam_iosched_update(&isc->trim_stats, sim_latency);
1904 		break;
1905 	default:
1906 		break;
1907 	}
1908 }
1909 
1910 #ifdef DDB
1911 static int biolen(struct bio_queue_head *bq)
1912 {
1913 	int i = 0;
1914 	struct bio *bp;
1915 
1916 	TAILQ_FOREACH(bp, &bq->queue, bio_queue) {
1917 		i++;
1918 	}
1919 	return i;
1920 }
1921 
1922 /*
1923  * Show the internal state of the I/O scheduler.
1924  */
1925 DB_SHOW_COMMAND(iosched, cam_iosched_db_show)
1926 {
1927 	struct cam_iosched_softc *isc;
1928 
1929 	if (!have_addr) {
1930 		db_printf("Need addr\n");
1931 		return;
1932 	}
1933 	isc = (struct cam_iosched_softc *)addr;
1934 	db_printf("pending_reads:     %d\n", isc->read_stats.pending);
1935 	db_printf("min_reads:         %d\n", isc->read_stats.min);
1936 	db_printf("max_reads:         %d\n", isc->read_stats.max);
1937 	db_printf("reads:             %d\n", isc->read_stats.total);
1938 	db_printf("in_reads:          %d\n", isc->read_stats.in);
1939 	db_printf("out_reads:         %d\n", isc->read_stats.out);
1940 	db_printf("queued_reads:      %d\n", isc->read_stats.queued);
1941 	db_printf("Read Q len         %d\n", biolen(&isc->bio_queue));
1942 	db_printf("pending_writes:    %d\n", isc->write_stats.pending);
1943 	db_printf("min_writes:        %d\n", isc->write_stats.min);
1944 	db_printf("max_writes:        %d\n", isc->write_stats.max);
1945 	db_printf("writes:            %d\n", isc->write_stats.total);
1946 	db_printf("in_writes:         %d\n", isc->write_stats.in);
1947 	db_printf("out_writes:        %d\n", isc->write_stats.out);
1948 	db_printf("queued_writes:     %d\n", isc->write_stats.queued);
1949 	db_printf("Write Q len        %d\n", biolen(&isc->write_queue));
1950 	db_printf("pending_trims:     %d\n", isc->trim_stats.pending);
1951 	db_printf("min_trims:         %d\n", isc->trim_stats.min);
1952 	db_printf("max_trims:         %d\n", isc->trim_stats.max);
1953 	db_printf("trims:             %d\n", isc->trim_stats.total);
1954 	db_printf("in_trims:          %d\n", isc->trim_stats.in);
1955 	db_printf("out_trims:         %d\n", isc->trim_stats.out);
1956 	db_printf("queued_trims:      %d\n", isc->trim_stats.queued);
1957 	db_printf("Trim Q len         %d\n", biolen(&isc->trim_queue));
1958 	db_printf("read_bias:         %d\n", isc->read_bias);
1959 	db_printf("current_read_bias: %d\n", isc->current_read_bias);
1960 	db_printf("Trim active?       %s\n",
1961 	    (isc->flags & CAM_IOSCHED_FLAG_TRIM_ACTIVE) ? "yes" : "no");
1962 }
1963 #endif
1964 #endif
1965