MonotoneChain
Monotone Chains are a way of partitioning the segments of a linestring to allow for fast searching of intersections. They have the following properties:
-
the segments within a monotone chain never intersect each other
-
the envelope of any contiguous subset of the segments in a monotone chain is equal to the envelope of the endpoints of the subset.
Property 1 means that there is no need to test pairs of segments from within the same monotone chain for intersection.
Property 2 allows an efficient binary search to be used to find the intersection points of two monotone chains. For many types of real-world data, these properties eliminate a large number of segment comparisons, producing substantial speed gains.
One of the goals of this implementation of MonotoneChains is to be as space and time efficient as possible. One design choice that aids this is that a MonotoneChain is based on a subarray of a list of points. This means that new arrays of points (potentially very large) do not have to be allocated.
MonotoneChains support the following kinds of queries:
-
Envelope select: determine all the segments in the chain which intersect a given envelope
-
Overlap: determine all the pairs of segments in two chains whose envelopes overlap
This implementation of MonotoneChains uses the concept of internal iterators ({link MonotoneChainSelectAction} and {link MonotoneChainOverlapAction}) to return the results for queries. This has time and space advantages, since it is not necessary to build lists of instantiated objects to represent the segments returned by the query. Queries made in this manner are thread-safe.
MonotoneChains support being assigned an integer id value to provide a total ordering for a set of chains. This can be used during some kinds of processing to avoid redundant comparisons (i.e. by comparing only chains where the first id is less than the second).
- Version
1.7
Value members
Concrete methods
Determine all the line segments in two chains which may overlap, and process them.
Determine all the line segments in two chains which may overlap, and process them.
The monotone chain search algorithm attempts to optimize performance by not calling the overlap action on chain segments which it can determine do not overlap. However, it may call the overlap action on segments which do not actually interact. This saves on the overhead of checking intersection each time, since clients may be able to do this more efficiently.
- Value Params
- mco
the overlap action to execute on selected segments
- searchEnv
the search envelope
Gets the user-defined context data value.
Gets the user-defined context data value.
return a data value
Return the subsequence of coordinates forming this chain. Allocates a new array to hold the Coordinates
Return the subsequence of coordinates forming this chain. Allocates a new array to hold the Coordinates
Gets the index of the end of the monotone chain in the underlying array of points.
Gets the index of the end of the monotone chain in the underlying array of points.
return the end index of the chain
Gets the line segment starting at <code>index</code>
Gets the line segment starting at <code>index</code>
- Value Params
- index
index of segment
- ls
line segment to extract into
Gets the index of the start of the monotone chain in the underlying array of points.
Gets the index of the start of the monotone chain in the underlying array of points.
return the start index of the chain
Determine all the line segments in the chain whose envelopes overlap the searchEnvelope, and process them.
Determine all the line segments in the chain whose envelopes overlap the searchEnvelope, and process them.
The monotone chain search algorithm attempts to optimize performance by not calling the select action on chain segments which it can determine are not in the search envelope. However, it may call the select action on segments which do not intersect the search envelope. This saves on the overhead of checking envelope intersection each time, since clients may be able to do this more efficiently.
- Value Params
- mcs
the select action to execute on selected segments
- searchEnv
the search envelope