This fixes a "funny" conflict between the SumTreeTest and
weather-monitor's experiment.hpp.
Note to self: Preprocessor macros are evil.
Change-Id: I3f8c95fe086357db77110c0c53d3120ca839f30a
The SumTree implements an efficient tree data structure for
"roulette-wheel" sampling, or "sampling with fault expansion", i.e.,
sampling of trace entries / pilots without replacement and with a
picking probability proportional to the entries' sizes.
For every sample, the naive approach picks a random number between 0
and the sum of all entry sizes minus one. It then iterates over all
entries and sums their sizes until the sum exceeds the random number.
The current entry gets picked. The main disadvantage is the linear
complexity, which gets unpleasant for millions of entries.
The core idea behind the SumTree implementation is to maintain the
size sum of groups of entries, kept in "buckets". Thereby, a bucket
can be quickly jumped over. To keep bucket sizes (and thereby linear
search times) bounded, more bucket hierarchy levels are introduced
when a defined bucket size limit is reached.
Note that the current implementation is built for a pure growth phase
(when the tree gets filled with pilots from the database), followed by
a sampling phase when the tree gets emptied. It does not handle a
mixed add/remove case very smartly, although it should remain
functional.
Change-Id: If05e9700bc84761b5bc31006402641e7112b3a72
