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https://issues.apache.org/jira/browse/LUCENE-1593?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12703266#action_12703266
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Shai Erera commented on LUCENE-1593:
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bq. he patch still has various logic to handle the sentinel values

Are you talking about TSDC? I thought we agreed that initializing to 
Float.NEG_INF is reasonable for TSDC? If not, then I can remove it from there 
as well as the changes done to PQ.

bq. Maybe we should add a "start()" method to Scorer

Could be useful - but then we should probably do it on DocIdSetIterator with 
default impl, and override where it makes sense (BS and BS2)? Also, if we do 
this, why not adding an end() too, allowing a DISI to release resources?
And if we document that calling next() and skipTo() without start() before that 
may result in an unspecified behavior, it will resemble somewhat to 
TermPositions, where you have to call next() before anything else.

However, this should be done with caution. BS2 calls initCountingSumScorer in 
two places: (1) next() and skipTo() and (2) score(Collector). Now, in the 
latter, it first checks if allowDocsOutOfOrder and if so initializes BS, with 
adding the Scorers that were added in add(). However those Scorers *must not be 
initalized* prior to creating BS, since they will be advanced.
So now it gets tricky - upon call to start(), what should BS2 do? Check 
allowDocsOutOfOrder to determine if to initialize or not? And what if it is 
true but score(Collector) will not be called, and instead next() and skipTo()?
We should also protect against calling start() more than once, and in Scorers 
that aggregate several scorers, we should make sure their start() is called 
after all Scorers were added ... gets a bit complicated. What do you think?

bq. Also, I fear we need to conditionalize the "don't need to break ties by 
docID", because BooleanScorer doesn't visit docs in order?

Yes I kept BS and BS2 in mind ... if we condiionalize anything, it means extra 
'if'. If we want to avoid that 'if', we need to create a variant of the class, 
which might not be so bad in TSDC, but will look awful in TFC (additional 6(?) 
classes).
Perhaps we should still attempt to add to PQ if cmp == 0?
Or did you have something else in mind?

> Optimizations to TopScoreDocCollector and TopFieldCollector
> -----------------------------------------------------------
>
>                 Key: LUCENE-1593
>                 URL: https://issues.apache.org/jira/browse/LUCENE-1593
>             Project: Lucene - Java
>          Issue Type: Improvement
>          Components: Search
>            Reporter: Shai Erera
>             Fix For: 2.9
>
>         Attachments: LUCENE-1593.patch, PerfTest.java
>
>
> This is a spin-off of LUCENE-1575 and proposes to optimize TSDC and TFC code 
> to remove unnecessary checks. The plan is:
> # Ensure that IndexSearcher returns segements in increasing doc Id order, 
> instead of numDocs().
> # Change TSDC and TFC's code to not use the doc id as a tie breaker. New docs 
> will always have larger ids and therefore cannot compete.
> # Pre-populate HitQueue with sentinel values in TSDC (score = Float.NEG_INF) 
> and remove the check if reusableSD == null.
> # Also move to use "changing top" and then call adjustTop(), in case we 
> update the queue.
> # some methods in Sort explicitly add SortField.FIELD_DOC as a "tie breaker" 
> for the last SortField. But, doing so should not be necessary (since we 
> already break ties by docID), and is in fact less efficient (once the above 
> optimization is in).
> # Investigate PQ - can we deprecate insert() and have only 
> insertWithOverflow()? Add a addDummyObjects method which will populate the 
> queue without "arranging" it, just store the objects in the array (this can 
> be used to pre-populate sentinel values)?
> I will post a patch as well as some perf measurements as soon as I have them.

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