| --- |
| { |
| "title": "BITMAP_INTERSECT", |
| "language": "en" |
| } |
| --- |
| |
| <!-- |
| Licensed to the Apache Software Foundation (ASF) under one |
| or more contributor license agreements. See the NOTICE file |
| distributed with this work for additional information |
| regarding copyright ownership. The ASF licenses this file |
| to you under the Apache License, Version 2.0 (the |
| "License"); you may not use this file except in compliance |
| with the License. You may obtain a copy of the License at |
| |
| http://www.apache.org/licenses/LICENSE-2.0 |
| |
| Unless required by applicable law or agreed to in writing, |
| software distributed under the License is distributed on an |
| "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| KIND, either express or implied. See the License for the |
| specific language governing permissions and limitations |
| under the License. |
| --> |
| |
| ## bitmap_intersect |
| ### description |
| |
| Aggregation function, used to calculate the bitmap intersection after grouping. Common usage scenarios such as: calculating user retention rate. |
| |
| #### Syntax |
| |
| `BITMAP BITMAP_INTERSECT(BITMAP value)` |
| |
| Enter a set of bitmap values, find the intersection of the set of bitmap values, and return. |
| |
| ### 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; |
| ``` |
| |
| ### keywords |
| |
| BITMAP_INTERSECT, BITMAP |