* Support bitmap_intersect
Support aggregate function Bitmap Intersect, it is mainly used to take intersection of grouped data.
The function 'bitmap_intersect(expr)' calculates the intersection of bitmap columns and returns a bitmap object.
The defination is following:
FunctionName: bitmap_intersect,
InputType: bitmap,
OutputType: bitmap
The scenario is as follows:
Query which users satisfy the three tags a, b, and c at the same time.
```
select bitmap_to_string(bitmap_intersect(user_id)) from
(
select bitmap_union(user_id) user_id from bitmap_intersect_test
where tag in ('a', 'b', 'c')
group by tag
) a
```
Closed#3552.
* Add docs of bitmap_union and bitmap_intersect
* Support null of bitmap_intersect
Fixes#2771
Main changes in this CL
* RoaringBitmap is renamed to BitmapValue and moved into bitmap_value.h
* leveraging Roaring64Map to support unsigned BIGINT for BITMAP type
* introduces two new format (SINGLE64 and BITMAP64) for BITMAP type
So far we have three storage format for BITMAP type
```
EMPTY := TypeCode(0x00)
SINGLE32 := TypeCode(0x01), UInt32LittleEndian
BITMAP32 := TypeCode(0x02), RoaringBitmap(defined by https://github.com/RoaringBitmap/RoaringFormatSpec/)
```
In order to support BIGINT element and keep backward compatibility, introduce two new format
```
SINGLE64 := TypeCode(0x03), UInt64LittleEndian
BITMAP64 := TypeCode(0x04), CustomRoaringBitmap64
```
Please note that SINGLE64/BITMAP64 doesn't replace SINGLE32/BITMAP32. Doris will choose the smaller (in terms of space) type automatically during serializing. For example, BITMAP32 is preferred over BITMAP64 when the maximum element is <= UINT32_MAX. This will also make BE rollback possible as long as user didn't write element larger than UINT32_MAX into bitmap column.
Another important design decision is that we fork and maintain our own version of Roaring64Map instead of using the one in "roaring/roaring64map.hh". The reasons are
1. RoaringBitmap doesn't define a standard for the binary format of 64-bits bitmap. As a result, different implementations of Roaring64Map use different format. For example the [C++ version](https://github.com/RoaringBitmap/CRoaring/blob/v0.2.60/cpp/roaring64map.hh#L545) is different from the [Java version](35104c564e/src/main/java/org/roaringbitmap/longlong/Roaring64NavigableMap.java (L1097)). Even for CRoaring, the format may change in future releases. However Doris require the serialized format to be stable across versions. Fork is a safe way to achieve this.
2. We may want to make some code changes to Roaring64Map according to our needs. For example, in order to use the BITMAP32 format when the maximum element can be represented in 32 bits, we may want to access the private member of Roaring64Map. Another example is we want to further customize and optimize the format for BITMAP64 case, such as using vint64 instead of uint64 for map size.
1 Because we don't support array type currently, so I use variable arguments instead.
2 intersect_count directly return final count, not bitmap like bitmap_union, because intersect_count return bitmap is more complex and need more serialize. If we really need bitmap format from intersect_count, we could do that in another PR and which won't have compatibility problems.
