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This repository was archived by the owner on Aug 16, 2022. It is now read-only.
The `PARTITION BY` and `ORDER BY` clauses are optional.
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{.. note}
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{: .note}
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To use window functions, enable the new SQL engine:
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## Ranking Functions
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```json
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PUT _cluster/settings
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{
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"transient": {
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"opendistro.sql.engine.new.enabled" : "true"
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}
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}
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```
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Ranking functions assign an incremental rank to each row in the frame.
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The increase in rank number is based on the ranking function implementation, though the rank is mostly determined by field values in the `ORDER BY` list. If the `PARTITION BY` clause is present, the state of ranking functions (incremental rank number maintained) is reset.
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## Ranking functions
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If the ranking functions is not used with the window definition that defines the order of data rows, the result is undetermined.
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Ranking functions assign an incremental rank to each row in the frame.
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In this case, `ROW_NUMBER` assigns row number to data rows in random order. `RANK` and `DENSE_RANK` always assign a rank of 1 to each row.
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If the ranking function is not used with the order of the data rows, the result is undetermined.
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### ROW_NUMBER
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The row number function assigns a row number to each row. As a special case, the row number is always increased by 1 regardless of the fields specified in the `ORDER BY` list.
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`ROW_NUMBER`assigns a number to each data row in a random order. As a special case, the row number is always increased by 1 regardless of the fields specified in the `ORDER BY` list.
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```sql
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od>SELECT gender, balance, ROW_NUMBER() OVER(PARTITION BY gender ORDER BY balance) AS num FROM accounts;
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SELECT gender, balance, ROW_NUMBER()
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OVER (
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PARTITION BY gender ORDER BY balance
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)
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AS num FROM accounts;
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```
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| gender | balance | num
@@ -57,10 +68,14 @@ od> SELECT gender, balance, ROW_NUMBER() OVER(PARTITION BY gender ORDER BY balan
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### RANK
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The `RANK` function assigns a rank to each row. For rows that have the same values for fields specified in the `ORDER BY` list, the same rank is assigned. If this is the case, the next few ranks is skipped depending on the number of ties.
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The `RANK` function assigns a rank to each row. For rows that have the same values for fields specified in the `ORDER BY` list, the same rank is assigned. If this is the case, the next few ranks are skipped depending on the number of ties.
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```sql
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od>SELECT gender, RANK() OVER(ORDER BY gender DESC) AS rnk FROM accounts;
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SELECT gender, RANK()
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OVER (
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ORDER BY gender DESC
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)
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AS rank FROM accounts;
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```
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| gender | rank
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Similar to the `RANK` function, `DENSE_RANK` also assigns a rank to each row. The difference is there is no gap between the ranks.
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```sql
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SELECT gender, DENSE_RANK() OVER(ORDER BY gender DESC) AS rnk FROM accounts;
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