You can use the collapse (distinct) feature to collapse the result set based on a specific column when the results of a query contain large amounts of data of a specific type. Data of the specific type is displayed only once in the returned results to ensure the diversity of the result types.
Prerequisites
- An OTSClient instance is initialized. For more information, see Initialize an OTSClient instance.
- A data table is created. Data is written to the table.
- A search index is created for the data table. For more information, see Create search indexes.
Usage notes
If you use the collapse (distinct) feature, you can perform pagination only by specifying the offset and limit parameters.
If you aggregate and collapse a result set at the same time, the result set is aggregated before it is collapsed.
If you collapse the results of a query, the total number of results that are returned is determined by the sum of the values of the offset and limit parameters. A maximum of 50,000 results can be returned.
The total number of rows in the response indicates the number of rows that meet the query conditions before you use the collapse (distinct) feature. After the result set is collapsed, the total number of distinct values cannot be queried.
Parameters
Parameter | Description |
table_name | The name of the data table. |
index_name | The name of the search index. |
query | The query type. You can set this parameter to any query type. |
collapse | Collapses the result set based on the column that is specified by the field_name field. field_name: the name of the column based on which the result set is collapsed. Only columns whose values are of the INTEGER, FLOATING-POINT, and KEYWORD types are supported. |
offset | The position from which the current query starts. |
limit | The maximum number of rows that you want the current query to return. To query only the number of rows that meet the query conditions without returning specific data, you can set limit to 0. This way, Tablestore returns the number of rows that meet the query conditions without specific data from the table. |
Examples
$request = array(
'table_name' => 'php_sdk_test',
'index_name' => 'php_sdk_test_search_index',
'search_query' => array(
'offset' => 0,
'limit' => 10,
'get_total_count' => true,
'collapse' => array(
'field_name' => 'keyword'
),
'query' => array(
'query_type' => QueryTypeConst::MATCH_ALL_QUERY
),
// 'sort' => array(// Specify a specific sorting method if required.
// array(
// 'field_sort' => array(
// 'field_name' => 'keyword',
// 'order' => SortOrderConst::SORT_ORDER_ASC
// )
// ),
// ),
'token' => null,
),
'columns_to_get' => array(
'return_type' => ColumnReturnTypeConst::RETURN_SPECIFIED,
'return_names' => array('col1', 'col2')
)
);
$response = $otsClient->search($request);
FAQ
References
When you use a search index to query data, you can use the following query methods: term query, terms query, match all query, match query, match phrase query, prefix query, range query, wildcard query, Boolean query, geo query, nested query, and exists query. You can use different query methods to query data from multiple dimensions based on your business requirements.
If you want to sort or paginate the rows that meet the query conditions, you can use the sorting and paging feature. For more information, see Sorting and paging.
If you want to collapse the result set based on a specific column, you can use the collapse (distinct) feature. This way, data of the specified type appears only once in the query results. For more information, see Collapse (distinct).
If you want to analyze data in a data table, such as obtaining the extreme values, sum, and total number of rows, you can perform aggregation operations or execute SQL statements. For more information, see Aggregation and SQL query.
If you want to quickly obtain all rows that meet the query conditions without the need to sort the rows, you can call the ParallelScan and ComputeSplits operations to use the parallel scan feature. For more information, see Parallel scan.