| --- |
| { |
| "title": "BITMAP_INTERSECT", |
| "language": "en" |
| } |
| --- |
| |
| ## Description |
| |
| Aggregation function, used to calculate the bitmap intersection after grouping. Common usage scenarios such as: calculating user retention rate. |
| |
| ## Syntax |
| |
| ```sql |
| BITMAP_INTERSECT(BITMAP <value>) |
| ``` |
| |
| ## Parameters |
| |
| | Parameter | Description | |
| | -- | -- | |
| | `<value>` | Supported bitmap data types | |
| |
| ## Return Value |
| |
| The data type of the return value is BITMAP. |
| |
| ## Example |
| |
| Table schema |
| |
| ``` |
| KeysType: AGG_KEY |
| Columns: tag varchar, date datetime, user_id bitmap bitmap_union |
| ``` |
| |
| ``` |
| Find the retention of users between 2020-05-18 and 2020-05-19 under different tags. |
| mysql> select tag, bitmap_intersect(user_id) from (select tag, date, bitmap_union(user_id) user_id from table where date in ('2020-05-18', '2020-05-19') group by tag, date) a group by tag; |
| ``` |
| |
| Used in combination with the bitmap_to_string function to obtain the specific data of the intersection |
| |
| ``` |
| Who are the users retained under different tags between 2020-05-18 and 2020-05-19? |
| mysql> select tag, bitmap_to_string(bitmap_intersect(user_id)) from (select tag, date, bitmap_union(user_id) user_id from table where date in ('2020-05-18', '2020-05-19') group by tag, date) a group by tag; |
| ``` |