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    Ramblings in Realtime: Chapter 3 - Sorted Spans in Action

    Graphics and GPU Programming

    Myopic Rhino
    Last time, we dove headlong into the intricacies of hidden surface removal by way of z-sorted (actually, 1/z-sorted) spans. At the end, I noted that we were currently using 1/z-sorted spans in Quake, but it was unclear whether we'd switch back to BSP order. Well, it's clear now: We're back to sorting spans by BSP order.

    In Robert A. Heinlein's wonderful story "The Man Who Sold the Moon," the chief engineer of the Moon rocket project tries to figure out how to get a payload of three astronauts to the Moon and back. He starts out with a four-stage rocket design, but finds that it won't do the job, so he adds a fifth stage. The fifth stage helps, but not quite enough, "Because," he explains, "I've had to add in too much dead weight, that's why." (The dead weight is the control and safety equipment that goes with the fifth stage.) He then tries adding yet another stage, only to find that the sixth stage actually results in a net slowdown. In the end, he has to give up on the three-person design and build a one-person spacecraft instead.

    1/z-sorted spans in Quake turned out pretty much the same way, as we'll see in a moment. First, though, I'd like to note up front that this column is very technical and builds heavily on previously-covered material; reading the last column is strongly recommended, and reading the six columns before that, which cover BSP trees, 3-D clipping, and 3-D math, might be a good idea as well. I regret that I can't make this column stand completely on its own, but the truth is that commercial-quality 3-D graphics programming requires vastly more knowledge and code than did the 2-D graphics I've written about in years past. And make no mistake about it, this is commercial quality stuff; in fact, the code in this column uses the same sorting technique as the test version of Quake, qtest1.zip, that we just last week placed on the Internet. These columns are the Real McCoy, reports from the leading edge, and I trust that you'll be patient if careful rereading and some catch-up reading of prior columns are required to absorb everything contained herein. Besides, the ultimate reference for any design is working code, which you'll find in part in Listing 1 and in its entirety in ftp.idsoftware.com/mikeab/ddjzsort.zip.

    [size="5"]Quake and sorted spans

    As you'll recall from last time, Quake uses sorted spans to get zero overdraw while rendering the world, thereby both improving overall performance and leveling frame rates by speeding up scenes that would otherwise experience heavy overdraw. Our original design used spans sorted by BSP order; because we traverse the world BSP tree from front to back relative to the viewpoint, the order in which BSP nodes are visited is a guaranteed front to back sorting order. We simply gave each node a increasing BSP sequence number as it was visited, set each polygon's sort key to the BSP sequence number of the node (BSP splitting plane) it lay on, and used those sort keys when generating spans.

    (In a change from earlier designs, polygons now are stored on nodes, rather than leaves, which are the convex subspaces carved out by the BSP tree. Visits to potentially-visible leaves are used only to mark that the polygons that touch those leaves are visible and need to be drawn, and each marked-visible polygon is then drawn after everything in front of its node has been drawn. This results in less BSP splitting of polygons, which is A Good Thing, as explained below.)

    This worked flawlessly for the world, but had a couple of downsides. First, it didn't address the issue of sorting small, moving BSP models such as doors; those models could be clipped into the world BSP tree's leaves and assigned sort keys corresponding to the leaves into which they fell, but there was still the question of how to sort multiple BSP models in the same world leaf against each other. Second, strict BSP order requires that polygons be split so that every polygon falls entirely within a single leaf. This can be stretched by putting polygons on nodes, allowing for larger polygons on average, but even then, polygons still need to be split so that every polygon falls within the bounding volume for the node on which it lies. The end result, in either case, is more and smaller polygons than if BSP order weren't used--and that, in turn, means lower performance, because more polygons must be clipped, transformed, and projected, more sorting must be done, and more spans must be drawn.

    We figured that if only we could avoid those BSP splits, Quake would get a lot faster. Accordingly, we switched from sorting on BSP order to sorting on 1/z, and left our polygons unsplit. Things did get faster at first, but not as much as we had expected, for two reasons.

    First, as the world BSP tree is descended, we clip each node's bounding box in turn to see if it's inside or outside each plane of the view frustum. The clipping results can be remembered, and often allow the avoidance of some or all clipping for the node's polygons. For example, all polygons in a node that has a trivially accepted bounding box are likewise guaranteed to be unclipped and in the frustum, since they all lie within the node's volume, and need no further clipping. This efficient clipping mechanism vanished as soon as we stepped out of BSP order, because a polygon was no longer necessarily confined to its node's volume.

    Second, sorting on 1/z isn't as cheap as sorting on BSP order, because floating-point calculations and comparisons are involved, rather than integer compares. So Quake got faster, but, like Heinlein's fifth rocket stage, there was clear evidence of diminishing returns.

    That wasn't the bad part; after all, even a small speed increase is a good thing. The real problem was that our initial 1/z sorting proved to be unreliable. We first ran into problems when two forward-facing polygons started at a common edge, because it was hard to tell which one was really in front (as discussed below), and we had to do additional floating-point calculations to resolve these cases. This fixed the problems for a while, but then odd cases started popping up where just the right combination of polygon alignments caused new sorting errors. We tinkered with those too, adding more code and incurring additional slowdowns in the process. Finally, we had everything working smoothly again, although by this point Quake was back to pretty much the same speed it had been with BSP sorting.

    And then yet another crop of sorting errors popped up.

    We could have fixed those errors too; we'll take a quick look at how to deal with such cases shortly. However, like the sixth rocket stage, the fixes would have made Quake slower than it had been with BSP sorting. So we gave up and went back to BSP order, and now the code is simpler and sorting works reliably. It's too bad our experiment didn't work out, but it wasn't wasted time, because we learned quite a bit. In particular, we learned that the information provided by a simple, reliable world ordering mechanism such as a BSP tree can do more good than is immediately apparent, in terms of both performance and solid code.

    Nonetheless, sorting on 1/z can be a valuable tool, used in the right context; drawing a Quake world just doesn't happen to be such a case. In fact, sorting on 1/z is how we're now handling the sorting of multiple BSP models that lie within the same world leaf in Quake; here we don't have the option of using BSP order (because we're drawing multiple independent trees), so we've set restrictions on the BSP models to avoid running into the types of 1/z sorting errors we encountered drawing the Quake world. Below, we'll look at another application in which sorting on 1/z is quite useful, one where objects move freely through space. As is so often the case in 3-D, there is no one "right" technique, but rather a great many different techniques, each one handy in the right situations. Often, a combination of techniques is beneficial, as for example the combination in Quake of BSP sorting for the world and 1/z sorting for BSP models in the same world leaf.

    For the remainder of this column, I'm going to look at the three main types of 1/z span sorting, then discuss a sample 3-D app built around 1/z span sorting.

    [size="5"]Types of 1/z span sorting

    As a quick refresher, with 1/z span sorting, all the polygons in a scene are treated as sets of screenspace pixel spans, and 1/z (where z is distance from the viewpoint in viewspace, as measured along the viewplane normal) is used to sort the spans so that the nearest span overlapping each pixel is drawn. As discussed last time, in the sample program we're actually going to do all our sorting with polygon edges, which represent spans in an implicit form.

    There are three types of 1/z span sorting, each requiring a different implementation. In order of increasing speed and decreasing complexity, they are: intersecting, abutting, and independent. (These are names of my own devising; I haven't come across any standard nomenclature.)

    [size="5"]Intersecting span sorting

    Intersecting span sorting occurs when polygons can interpenetrate. Thus, two spans may cross such that part of each span is visible, in which case the spans have to be split and drawn appropriately, as shown in Figure 1.

    Figure 1: Intersecting span sorting. Polygons A and B are viewed from above.

    Intersecting is the slowest and most complicated type of span sorting, because it is necessary to compare 1/z values at two points in order to detect interpenetration, and additional work must be done to split the spans as necessary. Thus, although intersecting span sorting certainly works, it's not the first choice for performance.

    [size="5"]Abutting span sorting

    Abutting span sorting occurs when polygons that are not part of a continuous surface can butt up against each other, but don't interpenetrate, as shown in Figure 2. This is the sorting used in Quake, where objects like doors often abut walls and floors, and turns out to be more complicated than you might think. The problem is that when an abutting polygon starts on a given scan line, as with polygon B in Figure 2, it starts at exactly the same 1/z value as the polygon it abuts, in this case, polygon A, so additional sorting is needed when these ties happen. Of course, the two-point sorting used for intersecting polygons would work, but we'd like to find something faster.

    Figure 2: Abutting span sorting. Polygons A and B are viewed from above.

    As it turns out, the additional sorting for abutting polygons is actually quite simple; whichever polygon has a greater 1/z gradient with respect to screen x (that is, whichever polygon is heading fastest toward the viewer along the scan line) is the front one. The hard part is identifying when ties--that is, abutting polygons--occur; due to floating-point imprecision, as well as fixed-point edge-stepping imprecision that can move an edge slightly on the screen, calculations of 1/z from the combination of screen coordinates and 1/z gradients (as discussed last time) can be slightly off, so most tie cases will show up as near matches, not exact matches. This imprecision makes it necessary to perform two comparisons, one with an adjust-up by a small epsilon and one with an adjust-down, creating a range in which near-matches are considered matches. Fine-tuning this epsilon to catch all ties without falsely reporting close-but-not-abutting edges as ties proved to be troublesome in Quake, and the epsilon calculations and extra comparisons slowed things down.

    I do think that abutting 1/z span sorting could have been made reliable enough for production use in Quake, were it not that we share edges between adjacent polygons in Quake, so that the world is a large polygon mesh. When a polygon ends and is followed by an adjacent polygon that shares the edge that just ended, we simply assume that the adjacent polygon sorts relative to other active polygons in the same place as the one that ended (because the mesh is continuous and there's no interpenetration), rather than doing a 1/z sort from scratch. This speeds things up by saving a lot of sorting, but it means that if there is a sorting error, a whole string of adjacent polygons can be sorting incorrectly, pulled in by the one missorted polygon. Missorting is a very real hazard when a polygon is very nearly perpendicular to the screen, so that the 1/z calculations push the limits of numeric precision, especially in single-precision floating point.

    Many caching schemes are possible with abutting span sorting, because any given pair of polygons, being noninterpenetrating, will sort in the same order throughout a scene. However, in Quake at least, the benefits of caching sort results were outweighed by the additional overhead of maintaining the caching information, and every caching variant we tried actually slowed Quake down.

    [size="5"]Independent span sorting

    Finally, we come to independent span sorting, the simplest and fastest of the three, and the type the sample code in Listing 1 uses. Here, polygons never intersect or touch any other polygons except adjacent polygons with which they form a continuous mesh. This means that when a polygon starts on a scan line, a single 1/z comparison between that polygon and the polygons it overlaps on the screen is guaranteed to produce correct sorting, with no extra calculations or tricky cases to worry about.

    Independent span sorting is ideal for scenes with lots of moving objects that never actually touch each other, such as a space battle. Next, we'll look at an implementation of independent 1/z span sorting.

    [size="5"]1/z span sorting in action

    Listing 1 is a portion of a program that demonstrates independent 1/z span sorting. This program is based on the sample 3-D clipping program from the March column; however, the earlier program did hidden surface removal (HSR) by simply z-sorting whole objects and drawing them back to front, while Listing 1 draws all polygons by way of a 1/z-sorted edge list. Consequently, where the earlier program worked only so long as object centers correctly described sorting order, Listing 1 works properly for all combinations of non-intersecting and non-abutting polygons. In particular, Listing 1 correctly handles concave polyhedra; a new L-shaped object (the data for which is not included in Listing 1) has been added to the sample program to illustrate this capability. The ability to handle complex shapes makes Listing 1 vastly more useful for real-world applications than the earlier 3-D clipping demo.

    By the same token, Listing 1 is quite a bit more complicated than the earlier code. The earlier code's HSR consisted of a z-sort of objects, followed by the drawing of the objects in back-to-front order, one polygon at a time. Apart from the simple object sorter, all that was needed was backface culling and a polygon rasterizer.

    Listing 1 replaces this simple pipeline with a three-stage HSR process. After backface culling, the edges of each of the polygons in the scene are added to the global edge list, by way of AddPolygonEdges(). After all edges have been added, the edges are turned into spans by ScanEdges(), with each pixel on the screen being covered by one and only one span (that is, there's no overdraw). Once all the spans have been generated, they're drawn by DrawSpans(), and rasterization is complete.

    There's nothing tricky about AddPolygonEdges(), and DrawSpans(), as implemented in Listing 1, is very straightforward as well. In an implementation that supported texture mapping, however, all the spans wouldn't be put on one global span list and drawn at once, as is done in Listing 1, because that would result in drawing spans from all the surfaces in no particular order. (A surface is a drawing object that's originally described by a polygon, but in ScanEdges() there is no polygon in the classic sense of a set of vertices bounding an area, but rather just a set of edges and a surface that describes how to draw the spans outlined by those edges.) That would mean constantly skipping from one texture to another, which in turn would hurt processor cache coherency a great deal, and would also incur considerable overhead in setting up gradient and perspective calculations each time a surface was drawn. In Quake, we have a linked list of spans hanging off each surface, and draw all the spans for one surface before moving on to the next surface.

    The core of Listing 1, and the most complex aspect of 1/z-sorted spans, is ScanEdges(), where the global edge list is converted into a set of spans describing the nearest surface at each pixel. This process is actually pretty simple, though, if you think of it as follows.

    For each scan line, there is a set of active edges, those edges that intersect the scan line. A good part of ScanEdges() is dedicated to adding any edges that first appear on the current scan line (scan lines are processed from the top scan line on the screen to the bottom), removing edges that reach their bottom on the current scan line, and x-sorting the active edges so that the active edges for the next scan can be processed from left to right. All this is per-scan-line maintenance, and is basically just linked list insertion, deletion, and sorting.

    The heart of the action is the loop in ScanEdges() that processes the edges on the current scan line from left to right, generating spans as needed. The best way to think of this loop is as a surface event processor, where each edge is an event with an associated surface. Each leading edge is an event marking the start of its surface on that scan line; if the surface is nearer than the current nearest surface, then a span ends for the nearest surface, and a span starts for the new surface. Each trailing edge is an event marking the end of its surface; if its surface is currently nearest, then a span ends for that surface, and a span starts for the next-nearest surface (the surface with the next-largest 1/z at the coordinate where the edge intersects the scan line). One handy aspect of this event-oriented processing is that leading and trailing edges do not need to be explicitly paired, because they are implicitly paired by pointing to the same surface. This saves the memory and time that would otherwise be needed to track edge pairs.

    One more element is required in order for ScanEdges() to work efficiently. Each time a leading or trailing edge occurs, it must be determined whether its surface is nearest (at a larger 1/z value than any currently active surface); in addition, for leading edges, the currently topmost surface must be known, and for trailing edges, it may be necessary to know the currently next-to-topmost surface. The easiest way to accomplish this is with a surface stack; that is, a linked list of all currently active surfaces, starting with the nearest surface and progressing toward the farthest surface, which, as described below, is always the background surface. (The operation of this sort of edge event-based stack was described and illustrated in the May column.) Each leading edge causes its surface to be 1/z-sorted into the surface stack, with a span emitted if necessary. Each trailing edge causes its surface to be removed from the surface stack, again with a span emitted if necessary. As you can see from Listing 1, it takes a fair bit of code to implement this, but all that's really going on is a surface stack driven by edge events.

    [size="5"]Implementation notes

    Finally, a few notes on Listing 1. First, you'll notice that although we clip all polygons to the view frustum in worldspace, we nonetheless later clamp them to valid screen coordinates before adding them to the edge list. This catches any cases where arithmetic imprecision results in clipped polygon vertices that are a bit outside the frustum. I've only found such imprecision to be significant at very small z distances, so clamping would probably be unnecessary if there were a near clip plane, and might not even be needed in Listing 1, because of the slight nudge inward that we give the frustum planes, as described in the March column. However, my experience has consistently been that relying on worldspace or viewspace clipping to produce valid screen coordinates 100 percent of the time leads to sporadic and hard-to-debug errors.

    There is no separate clear of the background in Listing 1. Instead, a special background surface at an effectively infinite distance is added, so whenever no polygons are active the background color is drawn. If desired, it's a simple matter to flag the background surface and draw the background specially. For example, the background could be drawn as a starfield or a cloudy sky.

    The edge-processing code in Listing 1 is fully capable of handling concave polygons as easily as convex polygons, and can handle an arbitrary number of vertices per polygon, as well. One change is need needed for the latter case: Storage for the maximum number of vertices per polygon must be allocated in the polygon structures. In a fully polished implementation, vertices would be linked together or pointed to, and would be allocated dynamically from a vertex pool, so each polygon wouldn't have to contain enough space for the maximum possible number of vertices.

    Each surface has a field named state, which is incremented when a leading edge for that surface is encountered, and decremented when a trailing edge is reached. A surface is activated by a leading edge only if state increments to 1, and is deactivated by a trailing edge only if state decrements to 0. This is another guard against arithmetic problems, in this case quantization during the conversion of vertex coordinates from floating point to fixed point. Due to this conversion, it is possible, although rare, for a polygon that is viewed nearly edge-on to have a trailing edge that occurs slightly before the corresponding leading edge, and the span-generation code will behave badly if it tries to emit a span for a surface that hasn't started yet. It would help performance if this sort of fix-up could be eliminated by careful arithmetic, but I haven't yet found a way to do so for 1/z-sorted spans.

    Lastly, as discussed last time, Listing 1 uses the gradients for 1/z with respect to changes in screen x and y to calculate 1/z for active surfaces each time a leading edge needs to be sorted into the surface stack. The natural origin for gradient calculations is the center of the screen, which is (x,y) coordinate (0,0) in viewspace. However, when the gradients are calculated in AddPolygonEdges(), the origin value is calculated at the upper left corner of the screen. This is done so that screen x and y coordinates can be used directly to calculate 1/z, with no need to adjust the coordinates to be relative to the center of the screen. Also, the screen gradients grow more extreme as a polygon is viewed closer to edge-on. In order to keep the gradient calculations from becoming meaningless or generating errors, a small epsilon is applied to backface culling, so that polygons that are very nearly edge-on are culled. This calculation would be more accurate if it were based directly on the viewing angle, rather than on the dot product of a viewing ray to the polygon with the polygon normal, but that would require a square root, and in my experience the epsilon used in Listing 1 works fine.

    [size="5"]Bretton Wade's BSP Web page has moved

    A while back, I mentioned that Bretton Wade was constructing a promising Web site on BSPs. He has moved that site, which has grown to contain a lot of useful information, to http://www.qualia.com/bspfaq/; alternatively, mail [email="bspfaq@qualia.com"]bspfaq@qualia.com[/email] with a subject line of "help".

    Permissions and Author's Note
    Click the spoiler button to reveal
    [spoiler]These articles are Copyright (C) 2000 by Michael Abrash, all rights reserved except as explicitly granted herein. Permission is granted for unmodified non-commercial electronic reproduction and printing for personal use. In other words, you can do whatever you want with this material for your own use, and it can be electronically copied and posted on the Internet freely so long as the material is not modified (all files must be kept together and the contents must be unchanged), but you may not put it in a book or on a CD or other non-electronic medium, and you may not charge for download or access specifically to this material. You may use the code and techniques described herein without limitation; the intent is not to reserve rights to the ideas or technology, but rather to disseminate the ideas and technology so that it may be widely used.

    These are the articles about how Quake works that I wrote during the period 1995-1997, when John Carmack and I were developing Quake. They certainly don't cover everything, but they cover a number of design and implementation aspects of Quake, and offer some history of the development process as well. John recently made the Quake source code freely available, and in that spirit I am making these articles, which together are a useful annotation to that code, available as well. I'd like to thank the Coriolis Group, publisher of "Michael Abrash's Graphics Programming Black Book," in which these articles first appeared as a group, for granting me permission to do this.

    The architecture of Quake, and most of the technology discussed in these articles, is the creation of John Carmack. John, I figure that making this freely available is the form of "thank-you" that would mean the most to you.

    I could not possibly have written about the many topics covered in the "Black Book" without help and encouragement from many people. Due to a mistake by an editor, the acknowledgements were omitted from that book. I would like to correct that omission here.

    Thanks to my good friend Jeff Duntemann, editor of PC Techniques, without whom not only this material but pretty much my entire writing career wouldn't exist. Thanks to Jon Erickson, editor of Dr. Dobb's (in which most of this material originally appeared), both for encouragement and general good cheer and for giving me a place to write whatever I wanted about realtime 3-D. I'd also like to thank Chris Hecker and Jennifer Pahlka of the Game Developers Conference, without whose encouragement, nudging, and occasional well-deserved nagging there is no chance I would ever have written a paper for the GDC--a paper that's included in this material and is the most comprehensive overview of the Quake technology that's ever likely to be written.

    Thanks to Dan Illowsky for getting me started writing articles long ago, when I lacked the confidence to do it on my own--and for teaching me how to handle the business end of things. Thanks to Will Fastie for giving me my first crack at writing for a large audience in the long-gone but still-missed PC Tech Journal, and for showing me how much fun it could be in his even longer-vanished but genuinely terrific column in Creative Computing (the most enjoyable single column I have ever read in a computer magazine; I used to haunt the mailbox around the beginning of the month just to see what Will had to say). Thanks to Robert Keller, Erin O'Conner, Liz Oakley, Steve Baker, and the rest of the cast of thousands that made Programmer's Journal a uniquely fun magazine--especially Erin, who did more than anyone else to teach me the proper use of the English language. (To this day, Erin will still patiently explain to me when one should use "that" and when one should use "which," even though eight years of instruction on this and related topics have left no discernible imprint on my brain.) Thanks to Tami Zemel, Monica Berg, and the rest of the Dr. Dobb's crew for excellent, professional editing, and for just being great people. Thanks to the Coriolis gang for their tireless hard work: Jeff Duntemann and Keith Weiskamp on the editorial and publishing side; Brad Grannis, Rob Mauhar, and Michelle Stroup, who handled art, design, and layout; and Jim Mischel for helping in a variety of ways. Thanks to Jack Tseng, for teaching me a lot about graphics hardware, and even more about how much difference hard work can make. Thanks to John T. Cockerham, David Stafford, Terje Mathisen, the BitMan, Jim Mackraz, Melvin Lafitte, John Navas, Phil Coleman, Anton Truenfels, John Miles, John Bridges, Jim Kent, Hal Hardenberg, Dave Miller, Steve Levy, Jack Davis, Duane Strong, Daev Rohr, Bill Weber, Dan Gochnauer, Patrick Milligan, Tom Wilson, the people in the ibm.pc/fast.code topic on Bix, and all the rest of you who have been so generous with your ideas and suggestions. I've done my best to acknowledge contributors by name, but if your name is omitted, my apologies, and please consider yourself thanked.

    Special thanks to loonyboi and Blue for converting and formatting these files.

    And, of course, thanks to Shay and Emily for their generous patience with my passion for writing and computers.

    Michael Abrash
    Bellevue, WA 2000[/spoiler]

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