Thursday 19 August 2010

Magnifying Topology using JTS

An issue that comes up all the time in the JTS world is how to visualize the topology of geometries which have very close vertices and segments. For example, a question was recently posted on the PostGIS list about why in the situation shown below the spatial relationship predicate BLUE.contains(RED) evaluates to FALSE

At first glance it looks like the red polygon follows the boundary of the blue one exactly, which would result in BLUE.contains(RED) = TRUE. The immediate suspicion is that one of the apparently collinear points is actually in the exterior of the blue polygon. But which one? And how can this be confirmed visually?

Now it so happens that the rightmost vertex of the red polygon, which appears to be on the boundary of the blue polygon, is in fact in the its exterior - thus explaing why contains = FALSE. But it's so close to the boundary segment that no matter how far you zoom in, you can't see that this is the case. And it's certainly not obvious where to go looking for this error in the first place.

Back in the Dark Ages

The usual way to inspect these kinds of cases is is to tediously zoom in on each vertex. But this loses the visual context of the situation. And in very close cases it simply doesn't work, because the zoom factor is so great that the Swing graphics API is unable to display the scene correctly.

Zoomed in...

Zoomed further in...

Zoomed way in - FAIL!

Another alternative is a painstaking manual inspection of the coordinates of each vertex and segment (which by the way is straightforward in the TestBuilder and OpenJUMP, but can be difficult in other tools). But it's hard to convert the coordinate numbers into a mental image of the situation. And it's essentially impossible to do mentally if a vertex is near a non-rectilinear (slanted) line - in this case it's necessary to evaluate a complex mathematical algorithm to to determine the relative orientation of the vertex and line.

Into the 21st Century!

This limitation has bugged me for a long time, ever since JTS and the JCS Conflation Suite were being developed. And it keeps coming up as a question, since this kind of situation occurs a lot when overlaying polygons. Cutting new vertices into line segments almost always causes them to be non-coincident with the original segment, but with very, very small discrepancies.

So a while back I started to think about a tool that would somehow make subtle topological situations visible at convenient zoom levels. The idea has been gathering dust on the lab bench for years, but I've finally had a chance to implement it. It's now a feature in the JTS TestBuilder called Magnify Topology. Enabling it on changes the geometry view to provide easy and effective visualization of small topological differences.

Key aspects of Magnify Topology behaviour are:
  • Vertex displacement is done in a way that preserves the original topology (e.g. if a vertex is on the right side of a line it will stay on the right)
  • Vertices which are truly coincident or collinear remain unchanged in the magnified view.
  • It's easy and quick to toggle Magnify Topology on and off to compare the actual and magnified views.
Using Magnify Topology, the above case looks like this:

Now it's obvious where the red polygon violates the contains relationship! In addition, you can see that there are some very close vertices in the red polygon, that some of them are truly collinear with the blue boundary, and that the lower right red vertex is actually in the interior of the blue polygon.

Here's some more examples, showing actual and magnified views:

Example 1

Example 2

Note the truly coincident vertex along the boundary, which remains unchanged in the magnified view.

Example 3

Magnify Topology can also be used to detect and visualized differences between similar geometries (sort of like a visual geometric diff) Here's a contrived example, showing two copies of a JTS logo, in which one copy has two tiny discrepancies (in the 15th decimal place!):

Here's a more realistic real-world example:

This feature will be released in the next version of JTS. In the meantime it's available in the JTS SVN.

Monday 2 August 2010

Cloudy Blogs

In order to try and keep abreast of the most far-reaching change to IT and computing since the invention of the PC (or the Internet, or time-sharing, or LSI, or solid-state, or commercial computing, or binary logic...), I have inaugurated a Blog Roll for sites which focus on cloud computing (in all its myriad and ever-changing forms...)

See Cloudy Blog Roll in the RH side bar --->