Aerospike Aggregation Query
Aerospike is a high-performance distributed key value database, rather than a traditional relational database system, so its aggregation query function is relatively limited. The aggregation queries supported by Aerospike include Count, Sum, Min, and Max.
Table structure and sample data:
To demonstrate the functionality of aggregate queries, we take a table that stores movie information as an example. The table is named 'movies' and contains the following columns:
-ID: Unique identifier of the movie, type is integer
-Title: The title of the movie, with the type being string
-Release_ Date: The release date of the movie, with a type of date
-Rating: film rating, which is a Floating-point arithmetic number
The example data is as follows:
Id | title | release_ Date | rating
--------------------------------------------------------
1 | The Shawshank Redemption | 1994-10-14 | 9.3
2 | The Godfather | 1972-03-24 | 9.2
3 | The Dark Knight | 2008-07-18 | 9.0
4 | Pull Fiction | 1994-10-14 | 8.9
5 | Fit Club | 1999-10-15 | 8.8
The following is an example of using Aerospike for different aggregation queries:
1. Count query: Calculate the number of records in the table.
sql
SELECT COUNT(*) FROM movies
Expected results: 5
2. Sum query: Calculate the sum of numerical values for a specified column.
sql
SELECT SUM(rating) FROM movies
Expected result: the cumulative sum of total scores, i.e. 46.2
3. Min query: Find the minimum value of the specified column.
sql
SELECT MIN(rating) FROM movies
Expected result: 8.8
4. Max Query: Find the maximum value of the specified column.
sql
SELECT MAX(rating) FROM movies
Expected result: 9.3
It should be noted that Aerospike does not support more complex aggregate query operations such as average, grouping, sorting, etc. It is mainly used for high-performance key value storage and simple aggregation calculations. For more complex query requirements, it may be necessary to consider combining them with other tools and technologies.