Update dependency com.tdunning:t-digest to v3.3

[solrbot]

This PR contains the following updates:

Package	Type	Update	Change
com.tdunning:t-digest	dependencies	minor	3.1 -> 3.3

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Release Notes

tdunning/t-digest (com.tdunning:t-digest)

v3.2

===========
In release 3.2, the goal is to produce an update to the code given the large number of improvements since the previous release.

There are a few bugs that will survive this release, most notably in the AVLTreeDigest. These have to do with large numbers of repeated data points and are not new bugs.

There is also a lot of work going on with serialization. I need to hear from people about what they are doing with serialization so that we can build some test cases to allow an appropriate migration strategy to future serialization.

The paper continues to be updated. The algorithmic descriptions are getting reasonably clear, but the speed and accuracy sections need a complete revamp with current implementations.

Bugs, fixed and known

Fixed

The following important issues are fixed in this release

Issue #​90 Serialization for MergingDigest

Issue #​92 Serialization for AVLTreeDigest

Maybe fixed

This issue has substantial progress, but lacks a definitive test to determine whether it should be closed.

Issue 78 Stability under merging.

Pushed

The following issues are pushed beyond this release

Issue #​87 Future proof and extensible serialization

Issue #​89 Bad handling for duplicate values in AVLTreeDigest

All fixed issues

Here is a complete list of issues resolved in this release:

Issue #​55 Add time
decay to t-digest

Issue #​52 General
factory method for "fromBytes"

Issue #​90
Deserialization of MergingDigest BufferUnderflowException in 3.1

Issue #​92 Error in
AVLTreeDigest.fromBytes

Issue #​93 high
centroid frequency causes overflow - giving incorrect results

Issue #​67 Release of
version 3.2

Issue #​81
AVLTreeDigest with a lot of datas : integer overflow

Issue #​75 Adjusting
the centroid threshold values to obtain better accuracy at interesting
values

Issue #​74 underlying
distribution : powerlaw

Issue #​72 Inverse
quantile algorithm is non-contiguous

Issue #​65
totalDigest add spark dataframe column / array

Issue #​60 Getting
IllegalArgumentException when adding digests

Issue #​53
smallByteSize methods are very trappy in many classes -- should be
changed or have warnings in javadocs

Issue #​82 TDigest
class does not implement Serializable interface in last release.

Issue #​42 Histogram

Issue #​40 Improved
constraint on centroid sizes

Issue #​37 Allow
arbitrary scaling laws for centroid sizes

Issue #​29 Test
method testScaling() always adds values in ascending order

Issue #​84 Remove
deprecated kinds of t-digest

Issue #​76 Add
serializability

Issue #​77 Question:
Proof of bounds on merging digest size

Issue #​71 Simple
alternate algorithm using maxima, ranks and fixed cumulative weighting

Issue #​61 Possible
improvement to the speed of the algorithm

Issue #​58 jdk8
doclint incompatibility

Issue #​48 Build is
unstable under some circumstances

Issue #​63 Which
TDigest do you recommend?

Issue #​62 Very slow
performance; what am I missing?

Issue #​47 Make
TDigest serializable

Issue #​49
MergingDigest.centroids is wrong on an empty digest

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[janhoy]

So turns out the Streaming tests fail consistently with this upgrade. Have not dived into it, but there must be some incompatible behavior between these versions causing this. Anyone knows why?

[risdenk]

t-digest 3.2 looks fine but 3.3 seems to have different stats assertions? The changes look to be around percentile.

[risdenk]

The nitty gritty details look to be here:

tdunning/t-digest#171

and

opensearch-project/OpenSearch#3634

basically for small sample sizes there used to be a bug and now its fixed. That seems to be my rough interpretation so its not surprising that our tests are failing.

[risdenk]

Pushed e0d3696 updating the assertions in the percentiles for tests.

[solrbot]

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[janhoy]

Thanks @risdenk