[pgrouting-dev] Gsoc 2013 Preliminary project proposal

Stephen Woodbridge woodbri at swoodbridge.com
Wed Apr 24 05:50:16 PDT 2013


Right, we need a simple way to validate that things work, but we also 
need a simple way if something is not working to debug it. Keeping the 
test cases as simple small networks makes it much easier to determine 
what is broken. Most of the test cases are are small networks for that 
reason.

This does not stress test the system so I'm ok with a larger network 
that would meet this need. I put in lace a test infrastructure that 
allows us to easily run multiple tests and report errors. When you pull 
my branch, build it and install it and then from the top level run:

tools/test-runner.pl

The output is not pretty, but you can see how many tests ran and how 
many failed and get some info on the failures. It is also pretty trivial 
to add additional test.

Look in the src/ksp/test/ directory and see how I integrated your tests 
into the test framework. If you want to add more tests, edit test.conf 
and add more .data, .test, and .rest files as appropriate.

-Steve

On 4/24/2013 3:19 AM, Daniel Kastl wrote:
> Hi Dave,
>
> You mean some "artificial" network, right?
> Something that could (best case) be used to test various use cases for
> all functions .
> It's a good idea, but requires some time to "draw" and assign costs.
> restrictions, etc.. Eventually it's easier that each algorithm comes
> with it's own sample data as Steve did with TRSP.
> But if somebody has a time and a good idea how to make a general test
> network, that would be great.
>
> Daniel
>
>
>
> On Wed, Apr 24, 2013 at 2:13 PM, Dave Potts <dave.potts at pinan.co.uk
> <mailto:dave.potts at pinan.co.uk>> wrote:
>
>     On 23/04/13 14:02, Stephen Woodbridge wrote:
>     Hi Steve,
>
>     We often seem to get a lot of questions on this list about pg-route
>     does not work with my database, how do I handle xyz etc.
>
>     What I was hoping for, that a complex spatial network could be
>     developed for testing, documentation be include in pg-route saying
>     this is an example spatial database, install this, pg-route
>     generates this type of result when shooting example is applied etc.
>
>     That way, next time somebody mails in,  I am having problems with
>     geting this routing method to work, you can ask the question does
>     the example database work correctly, that way you would known that
>     postgres/postgis/pg-route software had been correctly installed.
>
>     Dave.
>
>         Hi Dave,
>
>         All algorithm should have tests as part of the new 2.0 release
>         branch. While the current tests are pretty trivial, I would hope
>         over time that we add to the existing tests to improve on out
>         test coverage. One of the reasons that shooting star got so
>         broken was because we did not have any tests to verify that
>         changes made to it did not break it.
>
>         The new directory structure is:
>
>         src/<algorithm>/<src|sql|doc|__test>/
>
>         in the test sub-directory there are:
>
>         test.conf
>         *.data
>         *.test
>         *.rest
>
>         Where the test.conf file identifies what what data files to load
>         and what test to run and it the control file that the
>         test-runner.pl <http://test-runner.pl> script looks for.
>
>         *.data - sql ascii dump or sql statements to create data tables
>         needed for any of the given tests.
>
>         *.test - a sql query that the results of will be diff'd against
>         a corresponding *.rest file. Any differences are reported as
>         test failures.
>
>         I would expect all new code to have tests installed in the future.
>         What were you referring to by a 'test grid'?
>
>         Thanks,
>            -Steve
>
>         On 4/23/2013 2:41 AM, Mukul priya wrote:
>
>             Hi Dave ,
>
>             Can I suggest that a 'test grid' be created for this project
>             and be made
>             part of pgroute package.
>
>             In that way, when somebody is having a problem, they can be
>             asked to run
>             a problem basied on the 'test gird' and it can be discovered
>             very
>             quickly if there is problem with the pgroute package or
>             something else.
>                Can you be a bit more elaborate about this??
>
>             Sorry for replying late.
>
>
>             Mukul
>
>
>
>
>             On Tue, Apr 16, 2013 at 9:00 PM, Stephen Woodbridge
>             <woodbri at swoodbridge.com <mailto:woodbri at swoodbridge.com>
>             <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>> wrote:
>
>                  On 4/15/2013 6:36 AM, Mukul priya wrote:
>
>                      Hi Steve ,
>                                      Just to clear things i would prefer
>             item 2 (
>                      partitioning
>                      graph and then routing ) over item1 ( multi point
>             routing ) .Its
>                      kind of
>                      exciting and challenging too. what are your
>             thoughts regarding
>                      this??
>
>
>                  I am fine with this preference. I think it is more
>             important that
>                  whatever you work on will be exciting and keep you
>             interested
>                  through out the course of the project.
>
>
>                                   I went through the mail archive of
>             previous years
>                      and it was
>                      quite useful .  For now i am trying to get familiar
>             with the
>                      development
>                      framework whenever i get time  using this link
>             (https://github.com/pgRouting/____pgrouting/wiki/Developer---____Getting-Started
>             <https://github.com/pgRouting/__pgrouting/wiki/Developer---__Getting-Started>
>             <https://github.com/pgRouting/__pgrouting/wiki/Developer---__Getting-Started
>             <https://github.com/pgRouting/pgrouting/wiki/Developer---Getting-Started>>).
>                      Once i am done with my semester by 23rd of this
>             month i will
>                      speed up
>                      significantly.
>
>                                     Meanwhile feedbacks and suggestions
>             are welcome.
>
>
>                  As you have time learning the development environment
>             and github are
>                  critical so you can focus on your project and not the
>             infrastructure.
>
>                  You should also look over:
>             https://github.com/pgRouting/____pgrouting/wiki/2.0-____Development-Guidelines-and-____Standards
>             <https://github.com/pgRouting/__pgrouting/wiki/2.0-__Development-Guidelines-and-__Standards>
>             <https://github.com/pgRouting/__pgrouting/wiki/2.0-__Development-Guidelines-and-__Standards
>             <https://github.com/pgRouting/pgrouting/wiki/2.0-Development-Guidelines-and-Standards>>
>
>                  Thanks,
>                     -Steve
>
>                      Thanks
>
>                      Mukul
>
>
>
>
>                      On Sun, Apr 14, 2013 at 7:11 PM, Mukul priya
>                      <mukul2047 at gmail.com <mailto:mukul2047 at gmail.com>
>             <mailto:mukul2047 at gmail.com <mailto:mukul2047 at gmail.com>>
>                      <mailto:mukul2047 at gmail.com
>             <mailto:mukul2047 at gmail.com> <mailto:mukul2047 at gmail.com
>             <mailto:mukul2047 at gmail.com>>>> wrote:
>
>                           Thanks  for the reply Steve , clarifies all
>             the issues that
>                      i raised
>                           , Proposed data structures cover  what we need
>             , quad tree
>                      should
>                           work too ,  I am right now looking into the
>             last part which
>                           describes the method of appending our graph
>             with new cells
>                      , seems
>                           fine and very much implementable , will post
>             something in
>                      case some
>                           new ideas strike me . :)
>
>
>                             Thanks.
>
>
>                           On Sun, Apr 14, 2013 at 10:59 AM, Stephen
>             Woodbridge
>                           <woodbri at swoodbridge.com
>             <mailto:woodbri at swoodbridge.com>
>             <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>
>                      <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>> wrote:
>
>                               On 4/13/2013 11:12 PM, Mukul priya wrote:
>
>                                   Thanks Steve for clearly mentioning
>             the two proposals.
>
>                                   For Item 1 , upgrading all the
>             algorithms will
>                      certainly
>                                   require a lot
>                                   of work and since i will be having my
>             summer vacation i
>                                   don't have any
>                                   issue with it :).
>
>
>                                   For item 2 , i am looking into the
>             idea that you have
>                                   proposed , It is
>                                   very much doable , there are however
>             some concerns
>                      of mine like
>
>                                   - how do we decide what should be the
>             grid size .
>                      this can
>                                   vary for
>                                   suburban area and urban area based on
>             netwrok density.
>
>
>                               This might be done with a quad tree
>             approach. You start
>                      with a
>                               square and some condition like maximum
>             number of node.
>                      If you
>                               exceed that number you quarter it into 4
>             squares and
>                      divide the
>                               point into each of them.
>
>
>                                   - how do we classify the nodes lying
>             on the
>                      junction of two
>                                   or more
>                                   grids . should it be assigned to all
>             the grids??
>
>
>                               A node can only lie in one square or the
>             edge boundary of a
>                               square it does not matter which one it is
>             put in. Edges
>                      need to
>                               be flagged if the cross a square boundary.
>
>
>                                   - how do we decide the grid that needs
>             to be loaded
>                      in the
>                                   memory ,
>                                   connectivity with the previous grid
>             seems legit
>                      here but i
>                                   guess we need
>                                   to discuss some corner cases too.
>
>
>                               We could probably do something like
>
>                               typedef struct pair {
>                                  int a;
>                                  int b;
>                               } PAIR;
>
>                               typedef struct edge_type {
>                                  int node_a;
>                                  int node_b;
>                                  PAIR *squares; // NULL if it does not
>             cross square edge
>                                  float cost;
>                                  float rcost;
>                               } EDGE;
>
>                               Where PAIR can be assign the gridcell for
>             the a and b ends.
>
>                               If we number the grid cells by their
>             quadtree numbers like:
>
>                               +---+---+
>                               | 1 | 2 |
>                               +---+---+
>                               | 3 | 4 |
>                               +---+---+
>
>                               So you start, with the above for your
>             coverage area. So all
>                               nodes would fall into cells 1-4. If you
>             had to split cell 1
>                               above, then those 4 new cells would be
>             number 11, 12,
>                      13, 14 and
>                               the remaining unsplit cells would still be
>             2, 3, 4. If
>                      you had
>                               to further split cell 14, then the new
>             cells would be
>                      numbered
>                               141, 142, 143, 144. So each time a cell gets
>                      subdivided, it gets
>                               another digit added.
>
>                               This is the challenge of design good
>             algorithms, if we have
>                               millions of edges and node, we need to be
>             efficient
>                      memory wise
>                               with our data structures but still be
>             fast. In the
>                      database, you
>                               need to think about where the data is
>             coming from (ie:
>                      tables
>                               using queries) and when it gets moved into
>             memory. You
>                      can't
>                               think just C code or database code, you
>             have to use both.
>
>                               The idea being that we want to prepare our
>             data in
>                      tables, then
>                               issue queries from C to get the new edges
>             we need to append
>                               cell(s) to our graph. So I'm thinking that
>             we have a
>                      recursive
>                               plpgsql procedure that splits the nodes
>             into the
>                      appropriate
>                               quadtree cells based on some rules. So for
>             example we
>                      have a
>                               vertices_tmp table that we use to assign
>             node numbers
>                      to nodes,
>                               we could add a cell column like this:
>
>                               CREATE TABLE vertices_tmp
>                               (
>                                  id serial NOT NULL,
>                                  cell bigint,
>                                  the_geom geometry,
>                               );
>
>                               and after we run the quadtree analysis
>             each node is
>                      assigned a
>                               cell number. The edge table has node_a and
>             node_b
>                      assigned to it
>                               also.
>
>                               If we want all edges related to cell 114
>             then we can do
>                      a query
>                               like:
>
>                               select b.*
>                                  from vertices_tmp a, edges b
>                                 where a.cell=114 and (a.id <http://a.id>
>             <http://a.id>
>                      <http://a.id>=b.node_a or a.id <http://a.id>
>             <http://a.id>
>                               <http://a.id>=b.node.b);
>
>
>                               Thoughts?
>
>                               -Steve
>
>
>                                   Thanks.
>
>
>
>
>                                   On Sat, Apr 13, 2013 at 6:20 AM,
>             Stephen Woodbridge
>                                   <woodbri at swoodbridge.com
>             <mailto:woodbri at swoodbridge.com>
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>
>                      <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>             <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>
>                                   <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.>______com
>                                   <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>>> wrote:
>
>                                        On 4/11/2013 3:24 PM, Mukul priya
>             wrote:
>
>                                            Hi Steve and Daniel,
>
>
>                                                      You suggested
>             extending the present
>                                   algorithms such
>                                            that its
>                                            input  can take more points
>             and not only
>                      the source and
>                                            destination . i
>                                            think this can be implemented
>             and i will
>                      soon come
>                                   up with
>                                            implementation details( kind
>             of more
>                      technical ) .
>
>                                                      Can you be a liitle
>             bit more
>                      elaborate about
>                                            partioning data
>                                            into spatial chunks or even
>             suggest some
>                      readings .
>                                   I can then
>                                            come up
>                                            with some better ideas about
>             implementing it.
>
>
>                                        This is just me thinking out loud :)
>
>                                        Lets say we construct a grid of
>             one degree
>                      squares, you can
>                                        visualize it by drawing a grid
>             over your map.
>
>                                        Then you can associate all the
>             nodes with the
>                      grid they
>                                   fall in. We
>                                        might also need to associate
>             edges to the
>                      grids also
>                                   and an edge the
>                                        crosses over a grid boundary
>             might need to be
>                                   associated with two
>                                        grids. This could be done with
>             some simple
>                      relational
>                                   tables like:
>
>                                        node_id|grid_id  or  edge_d|grid_id
>
>                                        So my idea would be to do the
>             routing like this:
>
>                                        1. get the start node or edge
>                                        2. build the graph based on
>             loading the items
>                      in the
>                                   related grid
>                                        3. mark the boundary nodes (we
>             might want to
>                      do this
>                                   when we grid them)
>                                        4. run the algorithm until we
>             find the target
>                      node or
>                                   hit a boundary
>                                        node
>                                        5. on hitting a boundary:
>                                           a. we check if the connected
>             grid is loaded and
>                                   continue if it is
>                                           b. or we extent the graph with
>             the new grid
>                                        6. continue with the routing
>
>                                        We might want to be able to
>             dynamically change
>                      the size
>                                   of the grid
>                                        cell based on the number of items
>             in it. This
>                      would
>                                   give us better
>                                        performance when transitioning
>             from rural
>                      areas into
>                                   urban areas
>                                        where there is a greater density
>             of road segments.
>                                   Think of a
>                                        quadtree where we split it based
>             on number of
>                      entities.
>
>
>                                                      Daniel , i took a
>             look at the
>                      oracle link
>                                   that you
>                                            provided but
>                                            there was no details about
>             how it has been
>                                   implemented , it was more
>                                            about how one can use it. May
>             be a bit
>                        more search
>                                      and luck might
>                                            take me to its implementation
>             document :) .
>
>
>                                        Right, it is useful if you look
>             at the
>                      documentation
>                                   and ask why did
>                                        they do it that way and what does
>             it imply
>                      about how it
>                                   works behind
>                                        the scenes.
>
>
>                                                       The other thing
>             that you
>                      mentioned was
>                                   about contraction
>                                            Hierarchy . Still the nodes
>             have to be ordered
>                                   based on some
>                                            criteria or
>                                            according to their importance
>             . We can
>                        use natural
>                                   hierarchy
>                                            present in
>                                            the network for doing that .
>
>
>                                        This is not related to what you
>             proposed. It is an
>                                   algorithm that
>                                        does a lot of precompuation, that
>             is LOTS in
>                      capitals,
>                                   but it can
>                                        get results in milliseconds for
>             cross country
>                      routes.
>
>
>                                                        i will be really
>             grateful if
>                      anyone can
>                                   correct me
>                                            in case if
>                                            my thought process in not on
>             the right
>                      lane and
>                                   sorry for the
>                                            late reply
>                                            as my academic session  is in
>             progress too
>                                   .Meanwhile  i am
>                                            trying to
>                                            get fluent with git ,cmake
>             and other tools.
>
>
>                                        So read over our wiki:
>
>             https://github.com/pgRouting/________pgrouting/wiki
>             <https://github.com/pgRouting/______pgrouting/wiki>
>                      <https://github.com/pgRouting/______pgrouting/wiki
>             <https://github.com/pgRouting/____pgrouting/wiki>>
>             <https://github.com/pgRouting/______pgrouting/wiki
>             <https://github.com/pgRouting/____pgrouting/wiki>
>             <https://github.com/pgRouting/____pgrouting/wiki
>             <https://github.com/pgRouting/__pgrouting/wiki>>>
>
>
>
>
>             <https://github.com/pgRouting/______pgrouting/wiki
>             <https://github.com/pgRouting/____pgrouting/wiki>
>                      <https://github.com/pgRouting/____pgrouting/wiki
>             <https://github.com/pgRouting/__pgrouting/wiki>>
>             <https://github.com/pgRouting/____pgrouting/wiki
>             <https://github.com/pgRouting/__pgrouting/wiki>
>             <https://github.com/pgRouting/__pgrouting/wiki
>             <https://github.com/pgRouting/pgrouting/wiki>>>>
>
>                                        The way I see it at the moment
>             there are two
>                      unrelated
>                                   proposals on
>                                        the table (I'm leaving out the
>             contraction
>                      hierarchy):
>
>                                        1. multi point routing
>                                        2. partition JIT graph building
>             while routing
>
>                                        Item 1 is fairly trivial
>             technically, I think,
>                      but if
>                                   you were to
>                                        upgrade all the algorithms to do
>             this it would
>                      be a lot
>                                   of work and
>                                        a useful contribution to pgrouting.
>
>                                        Item 2 is more of a design and
>             code a new
>                      algorithm and
>                                   you would
>                                        probably want to focus on using
>             astar or trsp
>                      algorithm
>                                   to do this
>                                        with. This one is more
>             technically challenging
>                      and has
>                                   more unknowns
>                                        in it but I think it should be
>             doable.
>
>                                        If you are interested in reading
>             about contraction
>                                   hierarchies:
>             https://www.google.com/#q=________contraction
>             <https://www.google.com/#q=______contraction>
>                      <https://www.google.com/#q=______contraction
>             <https://www.google.com/#q=____contraction>>
>             <https://www.google.com/#q=______contraction
>             <https://www.google.com/#q=____contraction>
>                      <https://www.google.com/#q=____contraction
>             <https://www.google.com/#q=__contraction>>>
>
>
>             <https://www.google.com/#q=______contraction
>             <https://www.google.com/#q=____contraction>
>                      <https://www.google.com/#q=____contraction
>             <https://www.google.com/#q=__contraction>>
>
>               <https://www.google.com/#q=____contraction
>             <https://www.google.com/#q=__contraction>
>                      <https://www.google.com/#q=__contraction
>             <https://www.google.com/#q=contraction>>>> hierarchies
>
>                                        Thanks,
>                                           -Steve
>
>                                            Thanks .
>
>                                            Mukul
>
>
>
>
>                                            On Thu, Apr 11, 2013 at 6:47
>             PM, Stephen
>                      Woodbridge
>                                            <woodbri at swoodbridge.com
>             <mailto:woodbri at swoodbridge.com>
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>
>                                   <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>
>                                   <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.>______com
>                                   <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>>
>                                            <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>.
>                                   <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>.>________com
>                                            <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.>______com
>                                   <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>>>> wrote:
>
>                                                 With pgRouting, we do
>             most things
>                      dynamically,
>                                   here is the
>                                            basic flow:
>
>                                                 1. Given a collection of
>             input,
>                      points, nodes,
>                                   or edges
>                                                 map these to nodes or
>             edges depending on
>                                   algorithm.
>
>                                                 2. Select the edges we
>             need to build
>                      the graph
>
>                                                 3. build the graph and
>             solve it
>
>                                                 4. return the results
>
>                                                 All our algorithms today
>             only take
>                      start and
>                                   end points.
>                                            They could
>                                                 be extended to take
>             points. Each
>                      "point" (I
>                                   use "point" as
>                                            a generic
>                                                 term because it might be
>             a lat/lon,
>                      node id,
>                                   edge id and
>                                            offset,
>                                                 etc) would need to be
>             mapped to the
>                                   appropriate input need
>                                            for any
>                                                 given algorithm.
>
>                                                 So for node based
>             algorithms like
>                      Dijkstra,and
>                                   astar it
>                                            would get
>                                                 resolved to a node. For
>             TRSP it would get
>                                   mapped to the
>                                            nearest edge
>                                                 and offset along that
>             edge. Postgis
>                      has lots
>                                   of handy tools for
>                                                 doing this.
>
>                                                 -Steve
>
>
>                                                 On 4/10/2013 10:50 PM,
>             Mukul priya wrote:
>
>                                                     Thanks for the reply
>             steve . i have
>                                   already cloned the
>                                            github
>                                                     repository
>                                                     and looking into
>             various aspects
>                      of it .
>
>                                                     For IRNN querry
>             implementation i
>                      think it
>                                   is a good
>                                            idea to sub
>                                                     divide
>                                                     the whole route and
>             generate n+1
>                      routes
>                                   separately ,
>                                            say from S
>                                                     to F1 ,
>                                                     F1-F2 ,.....
>             F(n-1)-Fn , Fn to D . i
>                                   wanted to know if
>                                            we have
>                                                     that kind
>                                                     of a data where each
>             and every
>                      facility is
>                                   mentioned on
>                                            the map as a
>                                                     point (node ) . even
>             if it is not
>                      directly
>                                   connected to
>                                            the road
>                                                     network
>                                                     we can basically
>             treat it a
>                      pseudo node
>                                   and then call
>                                            the router
>                                                     . The
>                                                     other thing about
>             optimization
>                      yes we can
>                                   do that using
>                                            spatial
>                                                     range
>                                                     querries suppose
>             there are several
>                                   instances of the same
>                                                     facility that a
>                                                     user wants to access
>             then we can use
>                                   spatial range
>                                            querries to
>                                                     locate
>                                                     that facility which
>             is the nearest.
>
>
>                                                     On Thu, Apr 11, 2013
>             at 1:42 AM,
>                      Stephen
>                                   Woodbridge
>             <woodbri at swoodbridge.com <mailto:woodbri at swoodbridge.com>
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>
>                                   <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>
>                                            <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.>______com
>                                   <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>>
>                                            <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>.
>                                   <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>.>________com
>                                   <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.>______com
>                                   <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>                      <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>>>
>             <mailto:woodbri at swoodbridge <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>
>                                   <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>>.
>                                            <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>
>                                   <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>>.__>________com
>
>
>
>             <mailto:woodbri at swoodbridge <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>.
>                                   <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>>.>________com
>                                            <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.
>                      <mailto:woodbri at swoodbridge
>             <mailto:woodbri at swoodbridge>.>______com
>                                   <mailto:woodbri at swoodbridge.
>             <mailto:woodbri at swoodbridge.>____com
>             <mailto:woodbri at swoodbridge.__com
>             <mailto:woodbri at swoodbridge.com>>>>>>> wrote:
>
>                                                          On 4/10/2013
>             3:23 PM, Mukul
>                      priya wrote:
>
>
>                                                              Hi ,
>
>
>                                                          Hi Mukul,
>
>                                                          Thank you for
>             your interest
>                      in pgRouting.
>
>
>                 I am a
>                        B.tech
>                                   fourth year
>                                            student at
>                                                     IIIT-Hyderabad
>                                                              pursuing a
>             degree in
>                      computer
>                                   science and
>                                            engineering
>                                                     and i will
>                                                              be soon
>                                                              pursuing a
>             Masters
>                      Degree in the
>                                   field of Spatial
>                                                     Informatics
>                                                              and the
>                                                              research
>             topic that i
>                      have been
>                                   working on is *"In
>                                                     route nearest
>                                                              neighbour
>             querries".*
>
>
>             Last year
>                      i worked
>                                   on a project
>                                            that was
>                                                     funded by
>                                                              Honeywell
>             technology
>                      solutions
>                                   and it gave me
>                                            a lot of
>                                                     insight about
>                                                              open source
>             programming and
>                                   industrial work
>                                            culture.
>
>                                                              I was
>             introduced to
>                      pgrouting by
>                                   *Prof. Venkatesh
>                                                     Raghavan* who
>                                                              visited
>
>                                                              our college
>             last summer.
>                      i have
>                                   also used
>                                            pgrouting for
>
>             implementing one
>                                                              of my
>             Honors project.
>
>                                                              i have gone
>             through the
>                      updated
>                                   ideas page and
>                                            i am
>                                                     listing out
>                                                              a topic
>                                                              that i feel
>             i can
>                      contribute to.
>
>                                                              *Idea *
>
>                                                              Network
>             Partitioning
>
>                                                              A very
>             simple method
>                      using which
>                                   it can be
>                                            done is :
>
>                                                                 *
>             *Existence of a natural
>                                   Hierarchy*
>
>
>             Generally road
>                                   networks are
>                                            organized such
>                                                     that there
>                                                              is some
>                                                              natural
>             hierarchy for
>                      example if
>                                   we look at
>                                            the road
>                                                     network of
>                                                              USA we
>                                                              observe
>             that there are
>                      national
>                                   highways which
>                                            connect
>                                                     multiple
>                                                              large
>                                                              regions ,
>             inter state roads
>                                   connect places
>                                            within these
>                                                     regions
>                                                              , multi
>                                                              lane roads
>             connect city
>                      areas and
>                                   then there
>                                            are small
>                                                     roads to
>                                                              connect
>                                                              individual
>             houses.
>
>
>               so what we
>                      can do is
>                                   first rank these
>                                                     classes that
>                                                              constitute
>             the road
>                      network and
>                                   then use the
>                                            highest
>                                                     level roads to
>                                                              divide the
>             road network into
>                                   large regions
>                                            enclosed by
>                                                     these
>                                                              roads. each
>                                                              of the
>             divided regions can
>                                   further be divided
>                                            again
>                                                     using next lower
>                                                              level road.
>
>
>               so suppose
>                      we have a
>                                   road network
>                                            which n
>                                                     classes of
>                                                              different
>             roads then we can
>                                   create a tree of
>                                            depth n-1
>                                                     where the
>                                                              root of
>                                                              the tree
>             will represent the
>                                   entire road
>                                            network and
>                                                     children of
>                                                              the the
>                                                              root node
>             will represent
>                      the area
>                                   formed by
>                                                     partitioning the
>                                                              root using
>                                                              the level 1
>             ( highest )
>                      edges and
>                                   so on . the
>                                            nodes
>                                                     will basically
>                                                              represent a
>             smaller part
>                      of the
>                                   road network.
>
>             The idea
>                      seems to
>                                   be very naive
>                                            right now
>                                                     but if
>                                                              anyone can
>                                                              give some
>             feedback
>                      whether it is
>                                   achievable or
>                                            not or
>                                                     may be suggest
>                                                              some
>             modifications.
>
>
>                                                          Yes this is the
>             basics of
>                      how this
>                                   could work.
>                                            Because we
>                                                     build our
>                                                          graphs
>             dynamically for each
>                      route
>                                   request, we can do
>                                                     something like
>                                                          this today.
>             Typically you
>                      have to
>                                   feed the route
>                                            request
>                                                     and SQL
>                                                          query that
>             provides the
>                      edges needed
>                                   to build the
>                                            graph and
>                                                     this can
>                                                          be simply the
>             bounding box
>                      of the
>                                   start and end
>                                            point of
>                                                     the route
>                                                          expanded
>             slightly to allow
>                      the route
>                                   move outside that
>                                                     bounds by a
>                                                          little if
>             needed. A case in
>                      point are
>                                   start and
>                                            end points
>                                                     that form
>                                                          a vertical of
>             horizontal line.
>
>                                                          So for the natural
>                      hierarchy, you can
>                                   for a SQL
>                                            query like:
>
>                                                          select * from
>             edges where
>                                   st_dwithin(the_geom,
>                                            start_pnt,
>                                                     radius)
>                                                          union
>                                                          select * from
>             edges where
>                                   st_dwithin(the_geom,
>                                            end_pnt, radius)
>                                                          union
>                                                          select * from edges
>                                                             where
>
>               st_expand(st_makeline(start_____________pnt,
>
>
>                                            end_pnt), pct)
>
>
>                                                               and
>             road_class < 4;
>
>                                                          So this gets
>             all edges
>                      regardless of
>                                   class at the
>                                            start and
>                                                     end and
>                                                          then gets all
>             the major
>                      roads and
>                                   highways between the
>                                                     start and end
>                                                          points. We can
>             dynamically
>                      select the
>                                   edges that
>                                            we want
>                                                     when we
>                                                          build the graph.
>
>                                                          Regardless of
>             how you
>                      implement the
>                                   routing, the
>                                            problem is all
>                                                          about the data.
>             If you have
>                      a road
>                                   segment the is
>                                                     misqualified, you
>                                                          might end up
>             with a network
>                      that is
>                                   broken between
>                                            start
>                                                     and end.
>                                                          This can alsoo
>             happen if
>                      ramps are
>                                   not coded
>                                            correctly.
>
>                                                          One of the
>             challenges we
>                      have today
>                                   is that we
>                                            have to be
>                                                     able to
>                                                          construct the
>             whole graph in
>                      memory
>                                   before we can
>                                            start
>                                                     routing.
>                                                          This is ok for
>             small areas
>                      but it is
>                                   a problem if
>                                            you want to
>                                                          generate a
>             route between say
>                      Miami,
>                                   Florida and
>                                            Seattle,
>                                                     Washington.
>                                                          An interesting
>             problem would
>                      be the
>                                   ability to
>                                            partition
>                                                     the data in
>                                                          spatial chucks
>             and only load
>                      them as
>                                   the solver
>                                            needed them.
>
>                                                          If you think
>             about your
>                      edges sorted
>                                   into say 1
>                                            degree grid
>                                                     partitions,
>                                                          then you load
>             the partition
>                      for the
>                                   start point
>                                            and start
>                                                     routing
>                                                          using A*
>             search, when you
>                      frontier
>                                   get to an edge
>                                            of the
>                                                     grid you
>                                                          are in, then
>             you load the
>                      adjacent
>                                   grid and
>                                            continue, if
>                                                     you bump
>                                                          into another
>             grid boundary
>                      that is
>                                   not loaded yet, you
>                                                     load, if it
>                                                          is already
>             loaded you continue.
>                                   Anyway food for
>                                            thought! :)
>
>
>             In route
>                      nearest
>                                   neighbour
>                                            querries(
>                                                     IRNN) which
>                                                              handle
>                                                              querries
>             like computation of
>                                   shortest path ,
>                                            provided
>                                                     that the user
>                                                              wants to visit
>                      facilities F1 , F2
>                                   ,.....FN
>                                            while he/she
>                                                     drives
>                                                              or walks
>                                                              from source to
>                      destination. Network
>                                            partitioning can
>                                                     optimize these
>
>             computations too as the
>                      search
>                                   space reduces
>                                                     significantly once
>                                                              we have
>                                                              the
>             partitions. Handling
>                      such
>                                   querries have
>                                            not been
>                                                     implemented
>                                                              yet. It
>                                                              will be
>             very helpful if
>                      we can
>                                   have some
>                                            discussion
>                                                     about whether
>
>             implementing it is
>                      feasible or not.
>
>
>                                                          What is we just
>             added via
>                      support to
>                                   routing? Then
>                                            we could do
>                                                          something like
>             say generate
>                      a route:
>                                   Start, F1,
>                                            F2, ... Fn, End
>                                                          This would
>             allow us to build
>                      a graph
>                                   one time and
>                                            then generate
>                                                          multiple
>             sub-routes with in the
>                                   graph. Today if
>                                            you want to
>                                                     do that
>                                                          you have to
>             generate n+1
>                      routes and
>                                   build the
>                                            graph n+1
>                                                     times. We
>                                                          could also do
>             some preliminary
>                                   optimization of the via
>                                                     points based
>                                                          on Euclidean
>             distance using
>                      something
>                                   like TSP before
>                                                     calling the
>                                                          router.
>
>
>
>             It would
>                      be great
>                                   if someone
>                                            could give
>                                                     a general
>                                                              idea
>                                                              how  to go
>             about
>                      learning more
>                                   about the areas
>                                                     mentioned  with
>                                                              respect
>
>
>
>
> --
> Georepublic UG & Georepublic Japan
> eMail: daniel.kastl at georepublic.de <mailto:daniel.kastl at georepublic.de>
> Web: http://georepublic.de <http://georepublic.de/>
>
>
> _______________________________________________
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