add roaring_bitmap_rank_many(): get `rank()` values in Bulk #527

longqimin · 2023-11-29T01:57:45Z

this pr provide an api implementation for fast getting rank of many elements in bulk mode.
as well as test/benchmark.

$ microbenchmarks/bench --benchmark_filter="RankMany*"
2023-11-29T09:55:50+08:00
Running microbenchmarks/bench
Run on (36 X 4600 MHz CPU s)
CPU Caches:
  L1 Data 32 KiB (x18)
  L1 Instruction 32 KiB (x18)
  L2 Unified 1024 KiB (x18)
  L3 Unified 25344 KiB (x1)
Load Average: 0.57, 0.73, 0.61
AVX-2 hardware: yes
AVX-512: supported by compiler
AVX-512 hardware: no
In RAM volume in MiB (estimated): 1.802828
benchmarking other files: You may pass is a data directory as a parameter.
data source: CRoaring/benchmarks/realdata/census1881
number of bitmaps: 200
x64: detected
***WARNING*** CPU scaling is enabled, the benchmark real time measurements may be noisy and will incur extra overhead.
-----------------------------------------------------------------------
Benchmark             Time             CPU   Iterations UserCounters...
-----------------------------------------------------------------------
RankManySlow      14070 ns        14030 ns        49497 GHz=4.60848 cycles=61.537k instructions=145.324k
RankMany           5616 ns         5601 ns       125617 GHz=4.42231 cycles=24.734k instructions=75.405k

longqimin · 2023-11-30T05:18:16Z

@lemire Would you take a look ?

lemire · 2023-11-30T05:50:11Z

Of course I will review.

lemire · 2023-11-30T16:54:31Z

include/roaring/roaring.h

+ * it puts rank value of each element in `[begin .. end)` to `ans[]`
+ *
+ * the values in `[begin .. end)` must be sorted in Ascending order;
+ * the `ans` must have enough size.


May be we can be more precise and state what is meant by size. It is size_t length = (end-begin). Correct?

ok. i borrowed a doc from roaring_bitmap_to_uint32_array().

* ans = malloc((end-begin) * sizeof(uint64_t));

lemire · 2023-11-30T16:55:32Z

@longqimin This looks very good to me. Can you check my comment above?

lemire · 2023-11-30T23:17:56Z

include/roaring/containers/array.h

+ uint16_t xhigh = x >> 16;
+ if(xhigh != high) return iter - begin;// stop at next container
+
+ const int32_t idx = binarySearch(arr->array+pos, arr->cardinality-pos, x&0xFFFF);


Suggested change

const int32_t idx = binarySearch(arr->array+pos, arr->cardinality-pos, x&0xFFFF);

const int32_t idx = binarySearch(arr->array+pos, arr->cardinality-pos, (uint16_t)x);

lemire · 2023-11-30T23:18:52Z

include/roaring/containers/array.h

@@ -412,6 +412,29 @@ inline int array_container_rank(const array_container_t *arr, uint16_t x) {
 }
 }

+// bulk version of array_container_rank(); return number of consumed elements
+inline uint32_t array_container_rank_many(const array_container_t *arr, uint64_t start_rank, const uint32_t* begin, const uint32_t* end, uint64_t* ans){
+ const uint16_t high = (*begin) >> 16;


Suggested change

const uint16_t high = (*begin) >> 16;

const uint16_t high = (uint16_t)((*begin) >> 16);

lemire · 2023-11-30T23:19:08Z

include/roaring/containers/array.h

+ const uint32_t* iter = begin;
+ for(; iter != end; iter++) {
+ uint32_t x = *iter;
+ uint16_t xhigh = x >> 16;


Suggested change

uint16_t xhigh = x >> 16;

uint16_t xhigh = (uint16_t)(x >> 16);

lemire · 2023-11-30T23:20:06Z

src/containers/bitset.c

@@ -1232,6 +1232,29 @@ int bitset_container_rank(const bitset_container_t *container, uint16_t x) {
 return sum;
 }

+uint32_t bitset_container_rank_many(const bitset_container_t *container, uint64_t start_rank, const uint32_t* begin, const uint32_t* end, uint64_t* ans){
+ const uint16_t high = (*begin) >> 16;


Suggested change

const uint16_t high = (*begin) >> 16;

const uint16_t high = (uint16_t)((*begin) >> 16);

lemire · 2023-11-30T23:20:20Z

src/containers/bitset.c

+ const uint32_t* iter = begin;
+ for(; iter != end; iter++) {
+ uint32_t x = *iter;
+ uint16_t xhigh = x >> 16;


Suggested change

uint16_t xhigh = x >> 16;

uint16_t xhigh = (uint16_t)(x >> 16);

lemire · 2023-11-30T23:20:41Z

src/containers/bitset.c

+ uint16_t xhigh = x >> 16;
+ if(xhigh != high) return iter - begin; // stop at next container
+
+ uint16_t xlow = x & 0xFFFF;


Suggested change

uint16_t xlow = x & 0xFFFF;

uint16_t xlow = (uint16_t)x;

lemire · 2023-11-30T23:22:35Z

src/containers/run.c

+ int i = 0;
+ for(;iter != end; iter++) {
+ uint32_t x = *iter;
+ uint16_t xhigh = x >> 16;


Suggested change

uint16_t xhigh = x >> 16;

uint16_t xhigh = (uint16_t)(x >> 16);

…ny(begin,end,ans)`

lemire · 2023-12-01T02:15:44Z

Merged. Will be part of the next release. Thanks.

Dr-Emann · 2023-12-01T03:15:36Z

the values in [begin .. end) must be sorted in Ascending order

It might be worth documenting which of the following can occur if this is not upheld:

Incorrect values
Infinite looping
Full Undefined Behavior

roaring_bitmap_rank_many(): get rank() values in Bulk

7180926

longqimin force-pushed the rank-many branch from 06670f7 to 7180926 Compare November 29, 2023 02:03

add C++ Wrapper of roaring_bitmap_rank_many()

8c51a45

longqimin changed the title ~~roaring_bitmap_rank_many(): get rank() values in Bulk~~ add roaring_bitmap_rank_many(): get rank() values in Bulk Nov 30, 2023

lemire reviewed Nov 30, 2023

View reviewed changes

longqimin force-pushed the rank-many branch from 3a6971e to b65d275 Compare December 1, 2023 01:44

explicit cast uint32 to uint16; add more precise document on `rank_ma…

c863be8

…ny(begin,end,ans)`

longqimin force-pushed the rank-many branch from b65d275 to c863be8 Compare December 1, 2023 01:46

lemire merged commit 370199f into RoaringBitmap:master Dec 1, 2023
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add roaring_bitmap_rank_many(): get `rank()` values in Bulk #527

add roaring_bitmap_rank_many(): get `rank()` values in Bulk #527

longqimin commented Nov 29, 2023 •

edited

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lemire commented Dec 1, 2023

Dr-Emann commented Dec 1, 2023

	const int32_t idx = binarySearch(arr->array+pos, arr->cardinality-pos, x&0xFFFF);
	const int32_t idx = binarySearch(arr->array+pos, arr->cardinality-pos, (uint16_t)x);

	const uint16_t high = (*begin) >> 16;
	const uint16_t high = (uint16_t)((*begin) >> 16);

	uint16_t xhigh = x >> 16;
	uint16_t xhigh = (uint16_t)(x >> 16);

add roaring_bitmap_rank_many(): get rank() values in Bulk #527

add roaring_bitmap_rank_many(): get rank() values in Bulk #527

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lemire commented Dec 1, 2023

Dr-Emann commented Dec 1, 2023

add roaring_bitmap_rank_many(): get `rank()` values in Bulk #527

add roaring_bitmap_rank_many(): get `rank()` values in Bulk #527

longqimin commented Nov 29, 2023 •

edited

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