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     2.5 +
     2.6 +<style|article>
     2.7 +
     2.8 +<\body>
     2.9 +  <doc-data|<doc-title|How to Write a Parallel Program Using
    2.10 +  the<next-line>BLIS WorkTable Patterns>|<doc-author-data|<author-name|Sean
    2.11 +  Halle>>>
    2.12 +
    2.13 +  <paragraph|Hello,>welcome to the tutorial for using the BLIS Work Table
    2.14 +  patterns to create a parallel program. \ 
    2.15 +
    2.16 +  As an application programmer, your job is to make a system, that you can
    2.17 +  hand to a crew of workers, who follow the instructions in your system,
    2.18 +  resulting in a completed job. \ The BLIS Work Table patterns let you make a
    2.19 +  system that any size of crew can use, to work together, keeping everyone
    2.20 +  busy, without making any mistakes. \ None of the workers has to think about
    2.21 +  anything, they just have to follow the instructions you wrote down on
    2.22 +  pieces of paper, plus the BLIS Work Table way of doing things.
    2.23 +
    2.24 +  Okay, ready to start? \ The first thing you need to know to make your own
    2.25 +  system is what a bit of work looks like. \ In BLIS Work Table, it's a list
    2.26 +  of instructions plus a box holding the stuff to perform the instructions
    2.27 +  on. \ A worker gets a list plus a box and follows the list on the contents
    2.28 +  of the box. \ At the end, the contents of the box has changed, the change
    2.29 +  is the work that was accomplished.
    2.30 +
    2.31 +  So, how to organize these bits of work? \ In BLIS Work Table, to make
    2.32 +  organizing easier, instead of moving boxes around, we'll put a number on
    2.33 +  each box, then write that number on a piece of paper and move the paper
    2.34 +  around, call the piece of paper a box-paper. \ The box-papers get put into
    2.35 +  piles, with attached to each pile a list of instructions. \ All the boxes,
    2.36 +  named by the box-papers in the pile, have that same list of instructions
    2.37 +  done to them. \ The piles get laid out on the Work Table, with arrows going
    2.38 +  between them. \ When the instructions from one pile have been completed on
    2.39 +  a box, its piece of paper follows the arrow to a new pile.
    2.40 +
    2.41 +  To do a unit of work, take a copy of the instructions, plus a box-paper, go
    2.42 +  get the box, then follow the instructions on the contents. \ We'll call the
    2.43 +  list of instructions plus the box named by a box-paper a WorkUnit, and
    2.44 +  we'll call the box containing the materials a WorkUnit Box.
    2.45 +
    2.46 +  So, what's inside a box? \ A WorkUnit Box (WUB) holds all the materials,
    2.47 +  plus notes from previous work done on those materials, like post-it notes
    2.48 +  to let later work-units know about things. \ Let's say we're writing a
    2.49 +  system for a team of workers to build a house. \ During construction, the
    2.50 +  parts of the house can't actually be put into the box, so instead, a ticket
    2.51 +  representing ownership of the material is put into the box, like a ticket
    2.52 +  that owns ``the south wall''. \ Only boxes that have a ticket for part of
    2.53 +  the house can do work on that part of the house. \ 
    2.54 +
    2.55 +  Let's say, a box-paper lands in the ``put in window'' pile, the box will
    2.56 +  contain a ticket that owns a wall in the house, plus a ticket that owns one
    2.57 +  of the windows sitting in the storage lot. \ The reason for the tickets is
    2.58 +  to give us a way to make sure two workers don't try to use the same
    2.59 +  material for two different bits of work at the same time! \ We'll see more
    2.60 +  about keeping the workers out of each other's hair soon.
    2.61 +
    2.62 +  Great, now we have a box that holds all of the tickets for the materials
    2.63 +  used in the work, and we have piles that have the instructions for what to
    2.64 +  do on the materials, and we have a table to organize it all, how does the
    2.65 +  work actually happen?
    2.66 +
    2.67 +  BLIS provides the table, and a person who sits at the table and does the
    2.68 +  moving the box-papers among the piles. \ We'll call them the Scheduler
    2.69 +  Person, or just the Scheduler. \ A worker walks up to the table, and the
    2.70 +  Scheduler Person hands them a list of instructions plus a box-paper. \ The
    2.71 +  worker walks off, finds the box, and follows the instructions on the
    2.72 +  materials owned by the box. \ When done, they hand the box-paper back to
    2.73 +  the Scheduler person, who follows the arrows, puts the paper in a new pile,
    2.74 +  then picks another set of instructions plus box-paper and hands it to the
    2.75 +  worker, and so on. \ Because the Scheduler Person is part of the BLIS Work
    2.76 +  Table system, you, the programmer, don't know what choices they will make,
    2.77 +  but you <em|can> tell them constraints on their choices, more on that
    2.78 +  later.
    2.79 +
    2.80 +  That's \ the basic idea of how a system is used. \ As a programmer, your
    2.81 +  task is to state the piles needed, draw the arrows between the piles, and
    2.82 +  write the instructions for each pile. \ When done, you'll have a system for
    2.83 +  making the thing you want made, and any crew of workers will be able to
    2.84 +  show up and make one, no matter how many people they might have!
    2.85 +
    2.86 +  \;
    2.87 +
    2.88 +  <paragraph|Let's work through an example>of making such a system for
    2.89 +  building a house. \ As a programmer, the first thing you write is the
    2.90 +  instructions that tell the scheduler person how to set up the table,
    2.91 +  including what piles to make, the arrows between the piles, and the
    2.92 +  instructions to put at each pile. \ When the program starts, these setup
    2.93 +  instructions run first. \ After the table is set up, the scheduler person
    2.94 +  starts picking box-papers from the piles and handing them to workers, with
    2.95 +  a copy of the pile-instructions, then getting box-papers back from the
    2.96 +  workers, following the arrows to put those into the appropriate piles, and
    2.97 +  repeating the picking and handing out, until the job is done.
    2.98 +
    2.99 +  The instructions for how to set up the table is called the ``setup''
   2.100 +  function. \ In setup, you'll use built-in functions that start with
   2.101 +  ``BLIS_WT__'', to tell the scheduler person the name and type of each pile
   2.102 +  (BLIS_WT__create_work_pile...), the pile-instructions (a standard C
   2.103 +  function), and the arrows between the piles
   2.104 +  (BLIS_WT__connect_pile_to_pile...).
   2.105 +
   2.106 +  Like this:
   2.107 +
   2.108 +  BLIS_WT__start_work_table_setup( WT_FOR_HOUSE_CONSTRUCTION );
   2.109 +
   2.110 +  BLIS_WT__create_work_pile( FRAME_A_WALL, &make_the_frame_for_a_wall);
   2.111 +
   2.112 +  BLIS_WT__create_work_pile( PUT_IN_WINDOW, &put_window_into_wall);
   2.113 +
   2.114 +  BLIS_WT__create_work_pile(PUT_IN_DOOR, &put_door_into_wall);
   2.115 +
   2.116 +  BLIS_WT__connect_pile_to_pile( ENTRY, FRAME_A_WALL);
   2.117 +
   2.118 +  BLIS_WT__connect_pile_to_pile(FRAME_A_WALL, PUT_IN_WINDOW);
   2.119 +
   2.120 +  BLIS_WT__connect_pile_to_pile(PUT_IN_WINDOW, PUT_IN_DOOR);
   2.121 +
   2.122 +  BLIS_WT__end_work_table_setup( WT_FOR_HOUSE_CONSTRUCTION);
   2.123 +
   2.124 +  \;
   2.125 +
   2.126 +  When creating a pile, the first argument is the name of the pile, as an
   2.127 +  enum constant, the second is the pile-instructions, a pointer to a
   2.128 +  function. \ When connecting piles, the first argument is the name of the
   2.129 +  from-pile, the second the name of the to-pile. \ Notice, this work table
   2.130 +  arrangement only has parallelism for doing multiple walls at the same time.
   2.131 +  \ On a single wall, the work goes in-order, frame, then put in windows,
   2.132 +  then put in door. \ This shortcoming will be fixed with the new kinds of
   2.133 +  piles introduced next.
   2.134 +
   2.135 +  \;
   2.136 +
   2.137 +  <paragraph|Not all piles are the same,>some are special, used only by the
   2.138 +  scheduler person, in effect to make sure no two workers interfere with each
   2.139 +  other, while still keeping all workers busy. \ For example, going back to
   2.140 +  installing a window, imagine that one of the workers took the window and
   2.141 +  tried to install it before the wall was finished! \ Or, that a worker
   2.142 +  painted the wall before the window was in, which would leave the window
   2.143 +  frame unpainted! \ 
   2.144 +
   2.145 +  To prevent these problems, there are piles called ``hold until'' -- a
   2.146 +  box-paper is held in one of these piles until something happens that
   2.147 +  releases it. \ The instructions that go with a HoldUntil pile get performed
   2.148 +  by the scheduler person, and tell them, for a given box-paper that comes
   2.149 +  in, which releasing box-paper to watch for and where to watch for it (or
   2.150 +  them, because sometimes a held box-paper has multiple propendent
   2.151 +  box-papers).\ 
   2.152 +
   2.153 +  In this example, let's say when a wall is done, that two box-papers are
   2.154 +  made for the WUB that owns it, one box-paper goes to a pile where all the
   2.155 +  windows get put into the wall, the other box-paper goes to the pile where
   2.156 +  the wall gets painted. \ If the second box-paper goes right in, it might
   2.157 +  get handed to a worker too early! \ It's only when a box-paper leaves the
   2.158 +  ``Install windows'' pile, that the box-paper for the same box can leave the
   2.159 +  ``hold until windows installed'' pile and flow into the ``paint'' pile.
   2.160 +  \ \ 
   2.161 +
   2.162 +  One complication is that the scheduler person has to do some bookkeeping
   2.163 +  when watching for propendent box-papers. \ So for each spot that a
   2.164 +  HoldUntil might tell the scheduler person to watch, a Watcher is created,
   2.165 +  which causes a place to be setup for the scheduler person to keep track of
   2.166 +  which box-papers have passed that spot.\ 
   2.167 +
   2.168 +  Here's what the setup code for such a HoldUntil would look like:
   2.169 +
   2.170 +  BLIS_WT__create_Watcher_at_pile_exit(INSTALL_WINDOWS,INSTALL_WINDOWS_EXIT);
   2.171 +
   2.172 +  BLIS_WT__create_HoldUntil_pile(HOLD_FOR_WINDOWS,
   2.173 +  &calc_ID_of_releasing_box);
   2.174 +
   2.175 +  BLIS_WT__connect_pile_to_pile(HOLD_FOR_WINDOWS, PAINT_WALL);
   2.176 +
   2.177 +  \;
   2.178 +
   2.179 +  The first line creates a watcher -- the first arg is the pile-exit to
   2.180 +  watch, the second is the watcher's name. \ The second line creates the
   2.181 +  HoldUntil -- the first argument is the name of the pile, the second is a
   2.182 +  pointer to a C function that calculates which WorkUnit Box is being waited
   2.183 +  upon, and where to watch for it. \ This function will use the name of the
   2.184 +  watcher that was created on the first line.
   2.185 +
   2.186 +  \;
   2.187 +
   2.188 +  Another kind of scheduler pile is called a ReJoiner. \ Sometimes, two
   2.189 +  different materials will have things done to them separately, but they have
   2.190 +  to join up again and be used together. \ For example, a door fits to a
   2.191 +  particular frame, the two get given to two different work unit boxes, and
   2.192 +  separately get sanded down, primed, and stained. \ When both are done, the
   2.193 +  door has to be joined back together with its frame, so a ReJoiner pile is
   2.194 +  made that matches the work-unit box that owns the door to the work-unit box
   2.195 +  that owns the frame. \ You, the programmer, write a function that takes a
   2.196 +  box and calculates a ``match number'' for it. \ The Scheduler Person
   2.197 +  sitting at the table will take the match_number function you write and use
   2.198 +  it to find pairs of work-unit-boxes. \ They put the pairs, together, onto
   2.199 +  the next pile.
   2.200 +
   2.201 +  Continuing the example, to let doors and their frames be worked on
   2.202 +  separately, one of the piles has to separate them! \ The pile that does
   2.203 +  this will receive the door + frame as a unit, and has two choices on how to
   2.204 +  proceed -- the first is to make two new work-unit-boxes and give one
   2.205 +  ownership of the door, the other ownership of the frame, then send those
   2.206 +  two along different arrows. \ The second is to make a copy of the piece of
   2.207 +  paper with the ID of the work-unit box, then send one copy down the path
   2.208 +  for doors and the other copy down the path for frames. \ 
   2.209 +
   2.210 +  The second option is less work, so try that. \ At the spot on the table
   2.211 +  where the two paths come back together, place a ReJoiner, which will have
   2.212 +  two inputs, one from each path. \ To each input attach a function that just
   2.213 +  takes the ID of the work-unit-box and returns that as the match-ID. \ This
   2.214 +  will cause one copy of the paper with the work-unit-box ID to be matched
   2.215 +  with the other copy. \ This way, it's certain that <em|both> the door and
   2.216 +  the frame have completed before doing any more work with them.
   2.217 +
   2.218 +  Here's the code:
   2.219 +
   2.220 +  BLIS_WT__ (dispatch pile to two others -- a sand door pile and a sand frame
   2.221 +  pile -- then a ReJoiner pile)
   2.222 +
   2.223 +  dispatch pile -- takes ``house materials'', outputs ``doors'',
   2.224 +  ``door-frames'', ``windows'', ``materials''
   2.225 +
   2.226 +  BLIS_WT__(ReJoiner pile made with the make-match-ID function for each input
   2.227 +
   2.228 +  (show function that extracts ID and returns as match_ID)
   2.229 +
   2.230 +  \;
   2.231 +
   2.232 +  \;
   2.233 +
   2.234 +  The next scheduler pile is called a Keeper pile, which keeps around
   2.235 +  work-unit boxes that <em|might> be needed at some point. \ As an example,
   2.236 +  say one of the work-piles makes a special jig for cutting the holes in a
   2.237 +  door to install a door-knob. \ Some of the doors arrive with the door-knob
   2.238 +  already installed, so it's not certain which doors will need the jig. \ A
   2.239 +  separate jig is made for each kind of door, and when complete, the jig
   2.240 +  flows into a Keeper. \ More precisely, a ticket for the jig is put into a
   2.241 +  work-unit box and the box-paper for that box flows into the Keeper-pile. \ 
   2.242 +
   2.243 +  We will need some way to steer box-papers, in this case either sending to
   2.244 +  the Keeper so a door-knob can be installed, or by-passing the
   2.245 +  door-knob-install process. \ Another kind of scheduler pile gets used for
   2.246 +  this, called a Steer-pile. \ The instructions for one of these tell the
   2.247 +  scheduler person which of many outputs to send a box-paper on. \ All
   2.248 +  work-piles have only a single output spot, so a Steer-pile is needed to
   2.249 +  steer a box-paper among many possible routes.
   2.250 +
   2.251 +  Continuing the example, let's say the box-paper for a door flows into a
   2.252 +  work-pile. \ The instructions say to check if the door has a knob
   2.253 +  installed. \ The worker looks, and this door is missing the knob, so the
   2.254 +  instructions tell the worker to write a post-it note saying the box needs a
   2.255 +  knob installed, and another post-it saying the type of door. \ The
   2.256 +  instructions say where to put these notes in the box.
   2.257 +
   2.258 +  From there, the box-paper flows into a Steer-pile, where the instructions
   2.259 +  tell the scheduler person to look inside the work-unit box and find the
   2.260 +  post-it left there by the worker. \ If the note says the door needs a knob
   2.261 +  installed, it flows out the ``need knob'' output, otherwise it flows out
   2.262 +  the ``has a knob'' output.
   2.263 +
   2.264 +  The ``needs knob'' output was connected to the request-pile of the Keeper
   2.265 +  that has the jigs, where the instructions say to get the post-it that has
   2.266 +  the kind of door written on it. \ The instructions then have a numbered
   2.267 +  list and tell the scheduler person to match the name on the post-it to a
   2.268 +  name in the list, then look at the list number. \ This number is the ID of
   2.269 +  the work-unit-box that owns the jig needed for that kind of door!
   2.270 +
   2.271 +  At this point, the scheduler person goes and checks if the work-unit-box
   2.272 +  with that ID on it is sitting in the Keeper room. \ If not, they leave a
   2.273 +  note for themselves, which they'll check when putting work-unit-boxes into
   2.274 +  the room. \ Either way, whenever the work-unit box is in the room, the
   2.275 +  scheduler person sees it and puts its box-paper together with the box-paper
   2.276 +  from the request-pile, and flows them out of the Keeper along the arrow
   2.277 +  leaving the Keeper's ``response'' output. \ In this example, the pointed-to
   2.278 +  will to be the work-pile for installing a door-knob!
   2.279 +
   2.280 +  When the door-knob installation is complete, the work-unit box that owns
   2.281 +  the jig gets sent back to the Keeper-pile. \ When it arrives, the scheduler
   2.282 +  person checks their notes whether any requests are waiting for that
   2.283 +  work-unit box.
   2.284 +
   2.285 +  Notice that the scheduler person is the only one with access to the Keeper
   2.286 +  room, so the scheduler alone controls which request-response pairs have a
   2.287 +  box-paper for a box that's in the Keeper room. \ The way the scheduler
   2.288 +  person keeps track of this requires more depth to explain, but the
   2.289 +  end-effect is that the scheduler can be told to control Kept boxes in a few
   2.290 +  different ways: ensure that the Kept work-unit box is the only one with a
   2.291 +  ticket to the thing it has a ticket to, or let there be any number of
   2.292 +  work-unit boxes out there that have a ticket to that thing, and, in either
   2.293 +  case, can tell the scheduler person to control how many box-papers to a
   2.294 +  Kept box it gives out before requiring one of them to return. \ For this
   2.295 +  simple tutorial, just assume that the Kept box is the only one with a
   2.296 +  ticket to the thing inside it, and that only a single box-paper for the
   2.297 +  Kept box can be outstanding at a time.
   2.298 +
   2.299 +  \;
   2.300 +
   2.301 +  For parallelism, notice that a request waiting in the Keeper does not
   2.302 +  occupy any workers, nor the scheduler. \ It's only when the requested Kept
   2.303 +  gets sent along the response arrow that a new work-unit gets created, to
   2.304 +  occupy a worker. \ Also, the scheduler person only spends time checking for
   2.305 +  a box when the request comes in and when a box-paper for a Kept box enters
   2.306 +  the Keeper. \ So, the workers and scheduler person are free to do other
   2.307 +  things while the request for the Kept box sits in the Keeper, waiting for
   2.308 +  the box-paper for the Kept box to come back into the Keeper.
   2.309 +
   2.310 +  When designing your own code, the more places you can make copies of a
   2.311 +  box-paper and have it go down different paths on the work table, the
   2.312 +  better! \ The trick will be putting in HoldUntils and ReJoiners to be sure
   2.313 +  workers don't get the chance to do things in the wrong order, or to fight
   2.314 +  over the same thing, trying to use it at the same time! \ The debugging
   2.315 +  process will help with finding all the places you need to add HoldUnitls
   2.316 +  and ReJoiners, so feel safe that if one's needed, you'll hear about it!
   2.317 +
   2.318 +  \;
   2.319 +
   2.320 +  That's it for this simple introduction to the WorkTable patterns, now get
   2.321 +  one of the example programs, and keep this tutorial by your side to remind
   2.322 +  you of what each of the BLIS_WT__... \ calls in the example program does.
   2.323 +  \ Happy coding!\ 
   2.324 +
   2.325 +  \;
   2.326 +</body>
   2.327 +
   2.328 +<\initial>
   2.329 +  <\collection>
   2.330 +    <associate|page-type|letter>
   2.331 +  </collection>
   2.332 +</initial>
   2.333 +
   2.334 +<\references>
   2.335 +  <\collection>
   2.336 +    <associate|auto-1|<tuple|1|1>>
   2.337 +    <associate|auto-2|<tuple|2|2>>
   2.338 +    <associate|auto-3|<tuple|3|2>>
   2.339 +  </collection>
   2.340 +</references>
   2.341 +
   2.342 +<\auxiliary>
   2.343 +  <\collection>
   2.344 +    <\associate|toc>
   2.345 +      <with|par-left|<quote|6fn>|Hello, <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
   2.346 +      <no-break><pageref|auto-1><vspace|0.15fn>>
   2.347 +
   2.348 +      <with|par-left|<quote|6fn>|Let's work through an example
   2.349 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
   2.350 +      <no-break><pageref|auto-2><vspace|0.15fn>>
   2.351 +
   2.352 +      <with|par-left|<quote|6fn>|Not all piles are the same,
   2.353 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
   2.354 +      <no-break><pageref|auto-3><vspace|0.15fn>>
   2.355 +    </associate>
   2.356 +  </collection>
   2.357 +</auxiliary>
   2.358 \ No newline at end of file

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   9.866 +Q
   9.867 +showpage
   9.868 +%%Trailer
   9.869 +count op_count sub {pop} repeat
   9.870 +countdictstack dict_count sub {end} repeat
   9.871 +cairo_eps_state restore
   9.872 +%%EOF