It's been asked and answered for SQL (Convert multiple rows into one with comma as separator), would any of the approaches mentioned work in Hive, e.g. to go from this:
+------+------+
| Col1 | Col2 |
+------+------+
| a | 1 |
| a | 5 |
| a | 6 |
| b | 2 |
| b | 6 |
+------+------+
to this:
+------+-------+
| Col1 | Col2 |
+------+-------+
| a | 1,5,6 |
| b | 2,6 |
+------+-------+
In Apache Hive the COLLECT_SET is an aggregate function that allows you to collect unique values from multiple rows into array.
Lateral view creates a virtual table for exploded columns and make join with the base table. We need not to worry about the virtual table as it is done by hive internally.
The Hive split functions split given string into an array of values. This function will split on the given delimiter or a regular expression. Following is the syntax of split array function. where str is a string value to be split and pat is a delimiter or a regular expression.
The aggregator function collect_set
can achieve what you are trying to get. Here is the documentation. So you can write a query like:
SELECT Col1, collect_set(Col2)
FROM your_table
GROUP BY Col1;
However, there is one striking difference between MySQL's GROUP BY
and Hive's collect_set
that while GROUP_CONCAT
also retains duplicates in the resulting array, collect_set
removes the duplicates occuring in the array. In the example shown by you there are no repeating group values for Col2
so you can go ahead and use it.
And there is collect_list
that will take full list (with duplicates).
Try this
SELECT Col1, concat_ws(',', collect_set(Col2)) as col2
FROM your_table
GROUP BY Col1;
apache.org documentation
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