Commit graph

71 commits

Author SHA1 Message Date
Martin Sumner
aaeac7ba36
Mas d34 i453 eqwalizer (#454)
* Add eqwalizer and clear for codec & sst

The eqwalizer errors highlighted the need in several places for type clarification.

Within tests there are some issue where a type is assumed, and so ignore has been used to handle this rather than write more complex code to be explicit about the assumption.

The handling of arrays isn't great by eqwalizer - to be specific about the content of array causes issues when initialising an array.  Perhaps a type (map maybe) where one can be more explicit about types might be a better option (even if there is a minimal performance impact).

The use of a ?TOMB_COUNT defined option complicated the code much more with eqwalizer.  So for now, there is no developer option to disable ?TOMB_COUNT.

Test fixes required where strings have been used for buckets/keys not binaries.

The leveled_sst statem needs a different state record for starting when compared to other modes.  The state record has been divided up to reflect this, to make type management easier.  The impact on performance needs to be tested.

* Update ct tests to support binary keys/buckets only

* Eqwalizer for leveled_cdb and leveled_tictac

As array is used in leveled_tictac - there is the same issue as with leveled_sst

* Remove redundant indirection of leveled_rand

A legacy of pre-20 OTP

* Morde modules eqwalized

ebloom/log/util/monitor

* Eqwalize further modules

elp eqwalize leveled_codec; elp eqwalize leveled_sst; elp eqwalize leveled_cdb; elp eqwalize leveled_tictac; elp eqwalize leveled_log; elp eqwalize leveled_monitor; elp eqwalize leveled_head; elp eqwalize leveled_ebloom; elp eqwalize leveled_iclerk

All concurrently OK

* Refactor unit tests to use binary() no string() in key

Previously string() was allowed just to avoid having to change all these tests.  Go through the pain now, as part of eqwalizing.

* Add fixes for penciller, inker

Add a new ?IS_DEF macro to replace =/= undefined.

Now more explicit about primary, object and query keys

* Further fixes

Need to clarify functions used by runner - where keys , query keys and object keys are used

* Further eqwalisation

* Eqwalize leveled_pmanifest

Also make implementation independent of choice of dict - i.e. one can save a manifest using dict for blooms/pending_deletions and then open a manifest with code that uses a different type.  Allow for slow dict to be replaced with map.

Would not be backwards compatible though, without further thought - i.e. if you upgrade then downgrade.

Redundant code created by leveled_sst refactoring removed.

* Fix backwards compatibility issues

* Manifest Entry to belong to leveled_pmanifest

There are two manifests - leveled_pmanifest and leveled_imanifest.  Both have manifest_entry() type objects, but these types are different.  To avoid confusion don't include the pmanifest manifest_entry() within the global include file - be specific that it belongs to the leveled_pmanifest module

* Ignore elp file - large binary

* Update src/leveled_pmem.erl

Remove unnecessary empty list from type definition

Co-authored-by: Thomas Arts <thomas.arts@quviq.com>

---------

Co-authored-by: Thomas Arts <thomas.arts@quviq.com>
2024-11-13 13:37:13 +00:00
Martin Sumner
54e3096020
Switch to logger (#442)
* Switch to logger

Use logger rather than io:format when logging.  The ct tests have besn switched to log to file, testutil/init_per_suite/1 may offer useful guidance on configuring logger with leveled.

As all logs are produced by the leveled_log module, the MFA metadata is uninteresting for log outputs, but can be used for explicit filter controls for leveled logs.

* iolist_to_binary not unicode_binary()

logger filters will be error and be removed if the format line is a binary().  Must be either a charlist() or a unicode_binary() - so iolist_to_binary() can't be used

* Add metadata for filter

* Update test/end_to_end/tictac_SUITE.erl

Co-authored-by: Thomas Arts <thomas.arts@quviq.com>

---------

Co-authored-by: Thomas Arts <thomas.arts@quviq.com>
2024-09-06 11:18:24 +01:00
Martin Sumner
acf30599e9
Improve perf_SUITE test (#445)
* Improve perf_SUITE test

The update teat is refactored so as not to generate. a large KV list which dominates the memory utilisation.

The update and the get tests changes to do a head before each operation - which emulates how this will work in RIAK.

* Revert default setting change

* Don't pre-calculate key list

For fetches - reduces memory required for test process not database (and consequent distortion to measured results)

* Tidy ++ in tests

Removes some rogue results from profile

* Update testutil.erl

* Test fixes

* Tidy generate_chunk for profiling

* Revert "Tidy generate_chunk for profiling"

This reverts commit 1f6cff446ca6b9855f1e3aa732b32e0e5c14c9a5.

* Resize profile test
2024-09-02 11:17:35 +01:00
Martin Sumner
d45356a4f7
Extend perf_SUITE (#434)
* Extend perf_SUITE

This is v6 of the perf_SUITE tests.  The test adds a complex index entry to every object, and then adds a new test phase to test regex queries.

There are three profiles added so the full, mini and profiling versions of perf_SUITE can be run without having to edit the file itself:

e.g. ./rebar3 as perf_mini do ct --suite=test/end_to_end/perf_SUITE

When testing as `perf_prof` summarised versions of the eprof results are now printed to screen.

The volume of keys within the full test suite has been dropped ... just to make life easier so that test run times are not excessively increase by the new features.

* Load chunk in spawned processes

Assume to make the job of gs easier - name makes a massive difference to load time in OTP 24.

* Correctly account for pause

alos try and improve test stability by increasing pause

* Add microstate accounting to profile

* Add memory tracking during test phases

Identify and log out memory usage by test phase

* Use macros instead (#437)

* Don't print memory to screen in standard ct test

---------

Co-authored-by: Thomas Arts <thomas.arts@quviq.com>
2024-07-15 20:49:21 +01:00
Martin Sumner
c294570bce
Mas d31 nhskv16sst (#428)
* Add performance/profiling test

Add test to perf_SUITE to do performance tests and also profile different activities in leveled.

This can then be used to highlight functions with unexpectedly high execution times, and prove the impact of changes.

Switch between riak_ctperf and riak_fullperf to change from standard test (with profile option) to full-scale performance test

* Change shape of default perfTest

* Refactor SST

Compare and contrast profile for guess, before and after refactor:

pre

```
lists:map_1/2                                         313370     2.33    32379  [      0.10]

lists:foldl_1/3                                       956590     4.81    66992  [      0.07]

leveled_sst:'-expand_list_by_pointer/5-fun-0-'/4      925020     6.13    85318  [      0.09]

erlang:binary_to_term/1                                 3881     8.55   119012  [     30.67]

erlang:'++'/2                                         974322    11.55   160724  [      0.16]

lists:member/2                                       4000180    15.00   208697  [      0.05]

leveled_sst:find_pos/4                               4029220    21.01   292347  [      0.07]

leveled_sst:member_check/2                           4000000    21.17   294601  [      0.07]

--------------------------------------------------  --------  -------  -------  [----------]

Total:                                              16894665  100.00%  1391759  [      0.08]
```

post

```
lists:map_1/2                                         63800     0.79    6795  [      0.11]

erlang:term_to_binary/1                               15726     0.81    6950  [      0.44]

lists:keyfind/3                                      180967     0.92    7884  [      0.04]

erlang:spawn_link/3                                   15717     1.08    9327  [      0.59]

leveled_sst:'-read_slots/5-fun-1-'/8                  31270     1.15    9895  [      0.32]

gen:do_call/4                                          7881     1.31   11243  [      1.43]

leveled_penciller:find_nextkey/8                     180936     2.01   17293  [      0.10]

prim_file:pread_nif/3                                 15717     3.89   33437  [      2.13]

leveled_sst:find_pos/4                              4028940    17.85  153554  [      0.04]

erlang:binary_to_term/1                               15717    51.97  447048  [     28.44]

--------------------------------------------------  -------  -------  ------  [----------]

Total:                                              6704100  100.00%  860233  [      0.13]

```

* Update leveled_penciller.erl

* Mas d31 nhskv16sstpcl (#426)

Performance updates to leveled:

- Refactoring of pointer expansion when fetching from leveled_sst files to avoid expensive list concatenation.
- Refactoring of leveled_ebloom to make more flexible, reduce code, and improve check time.
- Refactoring of querying within leveled_sst to reduce the number of blocks that need to be de-serialised per query.
- Refactoring of the leveled_penciller's query key comparator, to make use of maps and simplify the filtering.
- General speed-up of frequently called functions.
2024-01-22 21:22:54 +00:00
Martin Sumner
49490c38ef
Add performance/profiling test (#424)
* Add performance/profiling test

Add test to perf_SUITE to do performance tests and also profile different activities in leveled.

This can then be used to highlight functions with unexpectedly high execution times, and prove the impact of changes.

Switch between riak_ctperf and riak_fullperf to change from standard test (with profile option) to full-scale performance test

* Change shape of default perfTest

* Change fullPerf

Change the fullPerf test to run more tests, but with fewer keys.

Given that RS of 512 is being pushed in Riak, 2M objects is till a 300M+ object cluster. 10M >> 1B.  so these are still reasonable sizes to test.

A profilePerf test also added to generate all the profiles base don 2M objects.

* Extend test

Queries where previously all returning a large number of index entries - changes made to make number of entries per query more realistic.  Also an update process added to show difference between loading and rotating keys.

* Relabel as AAE fold

* Test v5

Test mini-queries - where generally a small number of entries are returned

* Default to ctperf
2023-12-19 11:56:03 +00:00
Martin Sumner
a01c74f268 Mas i389 rebuildledger (#390)
* Protect penciller from empty ledger cache updates

which may occur when loading the ledger from the journal, after the ledger has been cleared.

* Score caching and randomisation

The test allkeydelta_journal_multicompact can occasionally fail when a compaction doesn't happen, but then does the next loop.  Suspect this is as a result of score caching, randomisation of key grabs for scoring, plus jitter on size boundaries.

Modified test for predictability.

Plus formatting changes

* Avoid small batches

Avoid small batches due to large SQN gaps

* Rationalise tests

Two tests overlaps with the new, much broader, replace_everything/1 test.  Ported over any remaining checks of interest and dropped two tests.
2023-01-18 11:45:10 +00:00
Martin Sumner
a033e280e6
Develop 3.1 d30update (#386)
* Mas i370 patch d (#383)

* Refactor penciller memory

In high-volume tests on large key-count clusters, so significant variation in the P0031 time has been seen:

TimeBucket	PatchA
a.0ms_to_1ms	18554
b.1ms_to_2ms	51778
c.2ms_to_3ms	696
d.3ms_to_5ms	220
e.5ms_to_8ms	59
f.8ms_to_13ms	40
g.13ms_to_21ms	364
h.21ms_to_34ms	277
i.34ms_to_55ms	34
j.55ms_to_89ms	17
k.89ms_to_144ms	21
l.144ms_to_233ms	31
m.233ms_to_377ms	45
n.377ms_to_610ms	52
o.610ms_to_987ms	59
p.987ms_to_1597ms	55
q.1597ms_to_2684ms	54
r.2684ms_to_4281ms	29
s.4281ms_to_6965ms	7
t.6295ms_to_11246ms	1

It is unclear why this varies so much.  The time to add to the cache appears to be minimal (but perhaps there is an issue with timing points in the code), whereas the time to add to the index is much more significant and variable.  There is also variable time when the memory is rolled (although the actual activity here appears to be minimal.

The refactoring here is two-fold:

- tidy and simplify by keeping LoopState managed within handle_call, and add more helpful dialyzer specs;

- change the update to the index to be a simple extension of a list, rather than any conversion.

This alternative version of the pmem index in unit test is orders of magnitude faster to add - and is the same order of magnitude to check.  Anticipation is that it may be more efficient in terms of memory changes.

* Compress SST index

Reduces the size of the leveled_sst index with two changes:

1 - Where there is a common prefix of tuple elements (e.g. Bucket) across the whole leveled_sst file - only the non-common part is indexed, and a function is used to compare.

2 - There is less "indexing" of the index i.e. only 1 in 16 keys are passed into the gb_trees part instead of 1 in 4

* Immediate hibernate

Reasons for delay in hibernate were not clear.

Straight after creation the process will not be in receipt of messages (must wait for the manifest to be updated), so better to hibernate now.  This also means the log PC023 provides more accurate information.

* Refactor BIC

This patch avoids the following:

- repeated replacement of the same element in the BIC (via get_kvrange), by checking presence via GET before sing SET

- Stops re-reading of all elements to discover high modified date

Also there appears to have been a bug where a missing HMD for the file is required to add to the cache.  However, now the cache may be erased without erasing the HMD.  This means that the cache can never be rebuilt

* Use correct size in test results

erts_debug:flat_size/1 returns size in words (i.e. 8 bytes on 64-bit CPU) not bytes

* Don't change summary record

As it is persisted as part of the file write, any change to the summary record cannot be rolled back

* Clerk to prompt L0 write

Simplifies the logic if the clerk request work for the penciller prompts L0 writes as well as Manifest changes.

The advantage now is that if the penciller memory is full, and PUT load stops, the clerk should still be able to prompt persistence.  the penciller can therefore make use of dead time this way

* Add push on journal compact

If there has been a backlog, followed by a quiet period - there may be a large ledger cache left unpushed.  Journal compaction events are about once per hour, so the performance overhead of a false push should be minimal, with the advantage of clearing any backlog before load starts again.

This is only relevant to riak users with very off/full batch type workloads.

* Extend tests

To more consistently trigger all overload scenarios

* Fix range keys smaller than prefix

Can't make end key an empty binary  in this case, as it may be bigger than any keys within the range, but will appear to be smaller.

Unit tests and ct tests added to expose the potential issue

* Tidy-up

- Remove penciller logs which are no longer called
- Get pclerk to only wait MIN_TIMEOUT after doing work, in case there is a backlog
- Remove update_levelzero_cache function as it is unique to handle_call of push_mem, and simple enough to be inline
- Alight testutil slow offer with standard slow offer used

* Tidy-up

Remove pre-otp20 references.

Reinstate the check that the starting pid is still active, this was added to tidy up shutdown.

Resolve failure to run on otp20 due to `-if` sttaement

* Tidy up

Using null rather then {null, Key} is potentially clearer as it is not a concern what they Key is in this case, and removes a comparison step from the leveled_codec:endkey_passed/2 function.

There were issues with coverage in eunit tests as the leveled_pclerk shut down.  This prompted a general tidy of leveled_pclerk (remove passing of LoopState into internal functions, and add dialyzer specs.

* Remove R16 relic

* Further testing another issue

The StartKey must always be less than or equal to the prefix when the first N characters are stripped,  but this is not true of the EndKey (for the query) which does not have to be between the FirstKey and the LastKey.

If the EndKey query does not match it must be greater than the Prefix (as otherwise it would not have been greater than the FirstKey - so set to null.

* Fix unit test

Unit test had a typo - and result interpretation had a misunderstanding.

* Code and spec tidy

Also look to the cover the situation when the FirstKey is the same as the Prefix with tests.

This is, in theory, not an issue as it is the EndKey for each sublist which is indexed in leveled_tree.  However, guard against it mapping to null here, just in case there are dangers lurking (note that tests will still pass without `M > N` guard in place.

* Hibernate on BIC complete

There are three situations when the BIC becomes complete:

- In a file created as part of a merge the BIS is learned in the merge
- After startup, files below L1 learn the block cache through reads that happen to read the block, eventually the while cache will be read, unless...
- Either before/after the cache is complete, it can get whiped by a timeout after a get_sqn request (e.g. as prompted by a journal compaction) ... it will then be re-filled of the back of get/get-range requests.

In all these situations we want to hibernate after the BIC is fill - to reflect the fact that the LoopState should now be relatively stable, so it is a good point to GC and rationalise location of data.

Previously on the the first base was covered.  Now all three are covered through the bic_complete message.

* Test all index keys have same term

This works functionally, but is not optimised (the term is replicated in the index)

* Summaries with same index term

If the summary index all have the same index term - only the object keys need to be indexes

* Simplify case statements

We either match the pattern of <<Prefix:N, Suffix>> or the answer should be null

* OK for M == N

If M = N for the first key, it will have a suffix of <<>>.  This will match (as expected) a query Start Key of the sam size, and be smaller than any query Start Key that has the same prefix.

If the query Start Key does not match the prefix - it will be null - as it must be smaller than the Prefix (as other wise the query Start Key would be bigger than the Last Key).

The constraint of M > N was introduced before the *_prefix_filter functions were checking the prefix, to avoid issues.  Now the prefix is being checked, then M == N is ok.

* Simplify

Correct the test to use a binary field in the range.

To avoid further issue, only apply filter when everything is a binary() type.

* Add test for head_only mode

When leveled is used as a tictacaae key store (in parallel mode), the keys will be head_only entries.  Double check they are handled as expected like object keys

* Revert previous change - must support typed buckets

Add assertion to confirm worthwhile optimisation

* Add support for configurable cache multiple (#375)

* Mas i370 patch e (#385)

Improvement to monitoring for efficiency and improved readability of logs and stats.

As part of this, where possible, tried to avoid updating loop state on READ messages in leveled processes (as was the case when tracking stats within each process).

No performance benefits found with change, but improved stats has helped discover other potential gains.
2022-12-18 20:18:03 +00:00
Martin Sumner
ed0301e2cf
Mas i335 otp24 (#336)
* Address OTP24 warnings, ct and eunit paths

* Reorg to add OTP 24 support

* Update VOLUME.md

* Correct broken refs

* Update README.md

* CI on all main branches

Co-authored-by: Ulf Wiger <ulf@wiger.net>
2021-05-25 13:41:20 +01:00
Martin Sumner
50cb98ecdd Resolve intermittent test failure
the previous regex filter still allowed files with cdb in the body of the name (which can be true as filenames are guid based)
2020-03-17 17:29:59 +00:00
Martin Sumner
dbceda876c Issue with tag order
https://github.com/martinsumner/leveled/issues/309

Resolve issue, and remove test log entries used when discovering issue.
2020-03-16 16:35:06 +00:00
Martin Sumner
9d92ca0773 Add tests for appDefined functions 2020-03-16 12:51:14 +00:00
Martin Sumner
706ba8a674 Resolve issues with passing specs around 2020-03-15 23:15:09 +00:00
Martin Sumner
694d2c39f8 Support for recalc
Initial test included for running with recallc, and also transition from retain to recalc.

Moves all logic for startup fold into leveled_bookie - avoid the Inker requiring any direct knowledge about implementation of the Penciller.
2020-03-15 22:14:42 +00:00
Martin Sumner
6677f2e5c6 Push log update through to cdb/sst
Using the cdb_options and sst_options records
2018-12-11 20:42:00 +00:00
Martin Sumner
881b93229b Isolate better changes needed to support changes to metadata extraction
More obvious how to extend the code as it is all in one module.

Also add a new field to the standard object metadata tuple that may hold in the future other object metadata base don user-defined functions.
2018-12-06 15:31:11 +00:00
Martin Sumner
cf1fcaeef2 Add test of index expiry
To show how this works, and prove that it does work thta way.

Test may require adjusting if tested on a slow node (e.g. reduce KeyCount or increase TTL)
2018-12-05 15:18:20 +00:00
Martin Sumner
e9fb893ea0 Check segment is as expected with tuplebuckets
In head_only mode
2018-11-05 10:31:15 +00:00
Martin Sumner
e72a946f43 TupleBuckets in Riak objects
Adds support with test for tuplebuckets in Riak keys.

This exposed that there was no filter using the seglist on the in-mmemory keys.  This means that if there is no filter applied in the fold_function, many false positives may emerge.

This is probably not a big performance benefit (and indeed for performance it may be better to apply during the leveled_pmem:merge_trees).

Some thought still required as to what is more likely to contribute to future bugs: an extra location using the hash matching found in leveled_sst, or the extra results in the query.
2018-11-05 01:21:08 +00:00
Martin Sumner
376407fa66 Extend testing
In particular discover that after objects are modifed (outside of the LMD window) - they no longer appear in results for queries in the LMD window.
2018-10-31 21:37:53 +00:00
Martin Sumner
62f1302305 Add test comparing filter with non-filter
How do timings differ - does the SST filter accelerate?  The answer appears to be yes - the filtered version takes half the time.
2018-10-31 18:34:27 +00:00
Martin Sumner
19bfe48564 Initial ct test
Which exposed it wasn't working.  If there is no segment list passed - just a modification filter, you don't need to check the position list (as checking the position list returns an empty position so sipping all the matching results!)
2018-10-31 16:35:53 +00:00
Martin Sumner
0772317247 Test mistake
If random integer was low, total could be below threshold - so calculate total correctly.

Should make value re-generate random uniform, but test is still valid without this
2018-09-25 18:32:48 +01:00
Russell Brown
ad7a3e7593 For quviq and TA, helper for eqc object generation 2018-09-17 10:09:28 +01:00
Martin Sumner
daf0a1a607 Accumulate generated objects efficienty 2018-09-06 17:50:59 +01:00
Martin Sumner
2cd20fcb47 Missed generate_uuid reference 2018-05-03 18:26:02 +01:00
Martin Sumner
f88f511df3 leveled_codec spec/doc
Try and make this code a little bit more organised andd easier to follow
2018-05-03 17:18:13 +01:00
Martin Sumner
0185b3aa7d Fix Accumulators
Correct inefficient list accumulators
2018-05-02 00:23:26 +01:00
Russell Brown
10659bfbd5 Add CT tests for riak $ indexes
The project has been at 100% coverage, don't ruin it now!
2018-04-16 17:19:20 +01:00
Martin Sumner
bb39498ec5 Missed log line added back
.. and covered in test
2017-12-04 15:26:01 +00:00
Martin Sumner
d5babe0c29 Expand tests for coverage
Prove tests handle SQN over batch, and also can handle mismatched tags in the store.
2017-11-20 10:21:30 +00:00
Martin Sumner
0e071d078e fold_objects in SQN order
This adds a test that fold_objects works in SQN order
2017-11-17 18:30:51 +00:00
Martin Sumner
f5878548f9 Make binary Riak bucket/keys a special case
When leveled is used with Riak, buckets and keys are always binaries.  So we can treat them as such.

Want to move tictac tree testing away from the leveled internal tests, to a set of tests for the Riak scenario.  so riak_SUITE created for this and other riak-specific backend tests.
2017-10-30 17:39:21 +00:00
Martin Sumner
eba21f49fa Make tests compatible with OTP 16
this required a switch to change the sync strategy based on rebar parameter.

However tests could be slow on macbook with OTP16 and sync - so timeouts added in unit tests, and ct tests sync_startegy changed to not sync for OTP16.
2017-09-15 15:10:04 +01:00
Heinz N. Gies
38e9b0e80a Add missing uniform/0 function 2017-08-01 11:24:12 +02:00
Heinz N. Gies
25389893cf Add compatibility for old and new random / rand functions 2017-08-01 11:24:12 +02:00
martinsumner
97fdd36d53 Returning bucket when bucket is all
Need to know {Bucket, Key} not just Key if all buckets are being covered
by nrt aae.  So shoehorning this in - will also allow for proper use of
FilterFun when filtering by partition.
2017-07-03 18:03:13 +01:00
Martin Sumner
fd84e4f608 Test timeouts
So that coverage testing will run.
2017-07-02 22:23:02 +01:00
martinsumner
52ca0e4b6c Test expansion
Detect a recent difference
2017-07-02 19:33:18 +01:00
martinsumner
8da8722b9e Add temporary aae index
Pending ct tests.  The aae index should expire after limit_minutes and
be on an index which is rounded to unit_minutes.
2017-06-30 10:03:36 +01:00
martinsumner
8e7aaf0ee7 Correct testutil to understand riak_extract_metadata
Change, but change not reflected in tets code
2017-06-27 17:11:13 +01:00
martinsumner
c586b78f45 Initial code with busted ct test
Initiat comparison made betwene trees externally - but ct test is bust.
2017-06-19 11:36:57 +01:00
martinsumner
400f65f557 Switch to binary metadata
Trya nd maintain binary format when stored in Ledger so less
swapping/changing as added and removed.
2017-04-04 10:02:35 +00:00
martinsumner
97312e1356 Test to reflect vclock not binary 2017-03-21 18:28:28 +00:00
Martin Sumner
a2c164e1dd Switch to binary vclock 2017-03-20 22:44:19 +00:00
martinsumner
e8c1d39df9 Switch to binary format Riak object
Initial change to try and test assuming that leveled received the binary
format of Riak objects (and parses that for metadata).
2016-11-28 22:26:09 +00:00
martinsumner
196c807b5e Pass through sync_strategy
Allow to switch for Riak to use o_sync as the sync flag rather than sync
2016-11-25 17:41:08 +00:00
martinsumner
386d40928b Fast List Buckets
Copied the technique from HanoiDB to speed up list buckets.
2016-11-20 21:21:31 +00:00
martinsumner
6684e8e1d3 Refine query to accept fold functions
Need to be able to pass external fold functions into different queries,
to work as a Riak backend
2016-11-18 15:53:22 +00:00
martinsumner
ac223ced68 Add FoldKeysFun
Add the capability to pass FoldKeysFun into the index_query to allow for
compatability with riak backend requirements.
2016-11-18 11:53:14 +00:00