---
title: SQL API reference
description: "SQL API supports the following commands as well as functions and operators."
---

[SQL API][ref-sql-api] supports the following [commands](#sql-commands) as well
as [functions and operators](#sql-functions-and-operators).

<Info>

If you'd like to propose a function or an operator to be supported in the SQL API,
check the existing [issues on GitHub][link-github-sql-api]. If there are no relevant
issues, please [file a new one][link-github-new-sql-api-issue].

</Info>

## SQL commands

### `SELECT`

Synopsis:

```sql
SELECT select_expr [, ...]
  FROM from_item
    CROSS JOIN join_item
    ON join_criteria]*
  [ WHERE where_condition ]
  [ GROUP BY grouping_expression ]
  [ HAVING having_expression ]
  [ LIMIT number ] [ OFFSET number ];
```

`SELECT` retrieves rows from a cube.

The `FROM` clause specifies one or more source **cube tables** for the `SELECT`.
Qualification conditions can be added (via `WHERE`) to restrict the returned
rows to a small subset of the original dataset.

Example:

```sql
SELECT COUNT(*), orders.status, users.city
FROM orders
  CROSS JOIN users
WHERE city IN ('San Francisco', 'Los Angeles')
GROUP BY orders.status, users.city
HAVING status = 'shipped'
LIMIT 1 OFFSET 1;
```

`SELECT DISTINCT ON (expression [, ...])` is also supported, with the same
semantics as PostgreSQL: for each set of rows with matching values in the
given expressions, only the first row is kept, using the order specified by
`ORDER BY` (which must start with the `DISTINCT ON` expressions).

Example:

```sql
SELECT DISTINCT ON (status) status, city
FROM orders
ORDER BY status, id DESC;
```

### `EXPLAIN`

Synopsis:

```sql
EXPLAIN [ ANALYZE ] statement
```

The `EXPLAIN` command displays the query execution plan that the Cube planner
will generate for the supplied `statement`.

The `ANALYZE` will execute `statement` and display actual runtime statistics,
including the total elapsed time expended within each plan node and the total
number of rows it actually returned.

Example:

```sql
EXPLAIN WITH cte AS (
  SELECT o.count as count, p.name as product_name, p.description as product_description
  FROM orders o
    CROSS JOIN products p
)
SELECT COUNT(*) FROM cte;
   plan_type   |                                plan
---------------+---------------------------------------------------------------------
 logical_plan  | Projection: #COUNT(UInt8(1))                                       +
               |   Aggregate: groupBy=[[]], aggr=[[COUNT(UInt8(1))]]                +
               |     CubeScan: request={                                            +
               |   "measures": [                                                    +
               |     "orders.count"                                                 +
               |   ],                                                               +
               |   "dimensions": [                                                  +
               |     "products.name",                                               +
               |     "products.description"                                         +
               |   ],                                                               +
               |   "segments": []                                                   +
               | }
 physical_plan | ProjectionExec: expr=[COUNT(UInt8(1))@0 as COUNT(UInt8(1))]        +
               |   HashAggregateExec: mode=Final, gby=[], aggr=[COUNT(UInt8(1))]    +
               |     HashAggregateExec: mode=Partial, gby=[], aggr=[COUNT(UInt8(1))]+
               |       CubeScanExecutionPlan                                        +
               |
(2 rows)
```

With `ANALYZE`:

```sql
EXPLAIN ANALYZE WITH cte AS (
  SELECT o.count as count, p.name as product_name, p.description as product_description
  FROM orders o
    CROSS JOIN products p
)
SELECT COUNT(*) FROM cte;
     plan_type     |                                                                                plan
-------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------
 Plan with Metrics | ProjectionExec: expr=[COUNT(UInt8(1))@0 as COUNT(UInt8(1))], metrics=[output_rows=1, elapsed_compute=541ns, spill_count=0, spilled_bytes=0, mem_used=0]           +
                   |   HashAggregateExec: mode=Final, gby=[], aggr=[COUNT(UInt8(1))], metrics=[output_rows=1, elapsed_compute=6.583µs, spill_count=0, spilled_bytes=0, mem_used=0]     +
                   |     HashAggregateExec: mode=Partial, gby=[], aggr=[COUNT(UInt8(1))], metrics=[output_rows=1, elapsed_compute=13.958µs, spill_count=0, spilled_bytes=0, mem_used=0]+
                   |       CubeScanExecutionPlan, metrics=[]                                                                                                                           +
                   |
(1 row)
```

### `SHOW`

Synopsis:

```sql
SHOW name
SHOW ALL
```

Returns the value of a runtime parameter using `name`, or all runtime parameters
if `ALL` is specified.

Example:

```sql
SHOW timezone;
 setting
---------
 GMT
(1 row)

SHOW ALL;
            name             |    setting     | description
-----------------------------+----------------+-------------
 max_index_keys              | 32             |
 max_allowed_packet          | 67108864       |
 timezone                    | GMT            |
 client_min_messages         | NOTICE         |
 standard_conforming_strings | on             |
 extra_float_digits          | 1              |
 transaction_isolation       | read committed |
 application_name            | NULL           |
 lc_collate                  | en_US.utf8     |
(9 rows)
```

### `SET`

Synopsis:

```sql
SET name TO value
SET name = value
```

The `SET` command changes a session variable to a new value.

Use `SET` with the `cube_cache` session variable for [cache control][ref-sql-cache-control].

You can also set the session time zone with `SET TIME ZONE` (or `SET TIMEZONE`):

```sql
SET TIME ZONE 'Europe/Rome';
SET TIME ZONE 'UTC';
```

Use `DEFAULT` to reset the time zone to its default. The `LOCAL` form
(`SET TIME ZONE LOCAL`) is not supported.

## SQL functions and operators

SQL API currently implements a subset of functions and operators [supported by
PostgreSQL][link-postgres-funcs]. Additionally, it supports a few [custom
functions](#custom-functions).

### Comparison operators

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-comparison.html#FUNCTIONS-COMPARISON-OP-TABLE)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `<` | Returns `TRUE` if the first value is **less** than the second | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `>` | Returns `TRUE` if the first value is **greater** than the second | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `<=` | Returns `TRUE` if the first value is **less** than or **equal** to the second | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `>=` | Returns `TRUE` if the first value is **greater** than or **equal** to the second | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `=` | Returns `TRUE` if the first value is **equal** to the second | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `<>` or `!=` | Returns `TRUE` if the first value is **not equal** to the second | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

### Comparison predicates

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-comparison.html#FUNCTIONS-COMPARISON-PRED-TABLE)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `BETWEEN` | Returns `TRUE` if the first value is between the second and the third | ❌ No | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |
| `IS NULL` | Test whether value is `NULL` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `IS NOT NULL` | Test whether value is not `NULL` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

### Mathematical functions

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-math.html#FUNCTIONS-MATH-FUNC-TABLE)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `ABS` | Absolute value | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `CEIL` | Nearest integer greater than or equal to argument | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `DEGREES` | Converts radians to degrees | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `EXP` | Exponential (`e` raised to the given power) | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `FLOOR` | Nearest integer less than or equal to argument | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `LN` | Natural logarithm | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `LOG` | Base 10 logarithm | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `LOG10` | Base 10 logarithm (same as `LOG`) | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `PI` | Approximate value of `π` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `POWER` | `a` raised to the power of `b` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `RADIANS` | Converts degrees to radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `ROUND` | Rounds `v` to `s` decimal places | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `SIGN` | Sign of the argument (`-1`, `0`, or `+1`) | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `SQRT` | Square root | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `TRUNC` | Truncates to integer (towards zero) | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |
| `WIDTH_BUCKET` | Assigns a value to a bucket in an equal-width histogram | ✅ Yes | ❌ No |

<Note>

`WIDTH_BUCKET` pushdown is only available on data sources whose SQL dialect
supports it. It is not supported with Apache Pinot, BigQuery, CrateDB, Cube Store,
Dremio, Druid, DuckDB, Firebolt, Hive, ksqlDB, Microsoft SQL Server, MySQL,
QuestDB, or SQLite.

</Note>

### Trigonometric functions

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-math.html#FUNCTIONS-MATH-TRIG-TABLE)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `ACOS` | Inverse cosine, result in radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `ASIN` | Inverse sine, result in radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `ATAN` | Inverse tangent, result in radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `ATAN2` | Inverse tangent of `y/x`, result in radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `COS` | Cosine, argument in radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `COT` | Cotangent, argument in radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `SIN` | Sine, argument in radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `TAN` | Tangent, argument in radians | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

### String functions and operators

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-string.html#FUNCTIONS-STRING-SQL)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `\|\|` | Concatenates two strings | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |
| `BTRIM` | Removes the longest string containing only characters in `characters` from the start and end of `string` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `BIT_LENGTH` | Returns number of bits in the string (8 times the `OCTET_LENGTH`) | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |
| `CHAR_LENGTH` or `CHARACTER_LENGTH` | Returns number of characters in the string | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |
| `LOWER` | Converts the string to all lower case | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |
| `LTRIM` | Removes the longest string containing only characters in `characters` from the start of `string` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `OCTET_LENGTH` | Returns number of bytes in the string | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |
| `POSITION` | Returns first starting index of the specified `substring` within `string`, or zero if it's not present | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `RTRIM` | Removes the longest string containing only characters in `characters` from the end of `string` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `SUBSTRING` | Extracts the substring of `string` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `TRIM` | Removes the longest string containing only characters in `characters` from the start, end, or both ends of string | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |
| `UPPER` | Converts the string to all upper case | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |

### Other string functions

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-string.html#FUNCTIONS-STRING-OTHER)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `ASCII` | Returns the numeric code of the first character of the argument | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `CONCAT` | Concatenates the text representations of all the arguments | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `LEFT` | Returns first `n` characters in the string, or when `n` is negative, returns all but last `ABS(n)` characters | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `REPEAT` | Repeats string the specified number of times | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `REPLACE` | Replaces all occurrences in `string` of substring `from` with substring `to` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `RIGHT` | Returns last `n` characters in the string, or when `n` is negative, returns all but first `ABS(n)` characters | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `STARTS_WITH` | Returns `TRUE` if string starts with prefix | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>❌ Inner (projections)</nobr> |

### Pattern matching

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-matching.html)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `LIKE` | Returns `TRUE` if the string matches the supplied pattern | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `REGEXP_SUBSTR` | Returns the substring that matches a POSIX regular expression pattern | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

### Data type formatting functions

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-formatting.html)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `TO_CHAR` | Converts a timestamp to string according to the given format | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

### Date/time functions

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-datetime.html#FUNCTIONS-DATETIME-TABLE)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `DATE_ADD` | Add an interval to a timestamp with time zone | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `DATE_TRUNC` | Truncate a timestamp to specified precision. Only [default granularities][ref-default-granularities] are supported, see below | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `DATEDIFF` | From [Redshift](https://docs.aws.amazon.com/redshift/latest/dg/r_DATEDIFF_function.html). Returns the difference between the date parts of two date or time expressions | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `EXTRACT` | Retrieves subfields such as year or hour from date/time values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `LOCALTIMESTAMP` | Returns the current date and time **without** time zone | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `NOW` | Returns the current date and time **with** time zone | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

<Warning>

`DATE_TRUNC` only accepts the default granularities: `year`, `quarter`, `month`,
`week`, `day`, `hour`, `minute`, `second`. [Custom
granularities][ref-granularities] can't be addressed by name via the SQL API,
even though they are exposed in the [metadata][ref-meta-api] and can be queried
via the [REST API][ref-rest-api]. (The [GraphQL API][ref-graphql-api] can't
address them by name either — its schema only exposes fields for the default
granularities.) Using a custom granularity name results in an error:

```
Execution error: Unsupported date_trunc granularity: fiscal_quarter
```

To query a custom granularity via the SQL API, define a [proxy
dimension][ref-proxy-granularity] that references it. It is exposed as a regular
time dimension and can be selected directly.

</Warning>

### Conditional expressions

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-conditional.html)
of the PostgreSQL documentation.

</Info>

| Function, expression | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `CASE` | Generic conditional expression | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `COALESCE` | Returns the first of its arguments that is not `NULL` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `NULLIF` | Returns `NULL` if both arguments are equal, otherwise returns the first argument | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `GREATEST` | Select the largest value from a list of expressions | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `LEAST` | Select the smallest value from a list of expressions | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>❌ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

### General-purpose aggregate functions

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-aggregate.html#FUNCTIONS-AGGREGATE-TABLE)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `AVG` | Computes the average (arithmetic mean) of all the non-`NULL` input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `COUNT` | Computes the number of input rows in which the input value is not `NULL` | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `COUNT(DISTINCT)` | Computes the number of input rows containing unique input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `MAX` | Computes the maximum of the non-`NULL` input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `MIN` | Computes the minimum of the non-`NULL` input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `SUM` | Computes the sum of the non-`NULL` input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `MEASURE` | Works with measures of [any type][ref-sql-api-aggregate-functions] | ✅ Yes | <nobr>❌ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `STRING_AGG` | Concatenates the input values into a string, separated by a delimiter (supports `DISTINCT`) | ✅ Yes | ❌ No |
| `PERCENTILE_CONT` | Computes a continuous percentile, used with `WITHIN GROUP (ORDER BY ...)` | ✅ Yes | ❌ No |

In projections in inner parts of post-processing queries:
* `AVG`, `COUNT`, `MAX`, `MIN`, and `SUM` can only be used with measures of
[compatible types][ref-sql-api-aggregate-functions].
* If `COUNT(*)` is specified, Cube will query the **first** measure of type `count`
of the relevant cube.

<Note>

`PERCENTILE_CONT` pushdown is only available on data sources whose SQL dialect
supports it. It is not supported with BigQuery, ClickHouse, Microsoft SQL Server,
MySQL, or Presto.

</Note>

### Aggregate functions for statistics

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-aggregate.html#FUNCTIONS-AGGREGATE-STATISTICS-TABLE)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `COVAR_POP` | Computes the population covariance | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `COVAR_SAMP` | Computes the sample covariance | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `STDDEV_POP` | Computes the population standard deviation of the input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `STDDEV_SAMP` | Computes the sample standard deviation of the input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `VAR_POP` | Computes the population variance of the input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `VAR_SAMP` | Computes the sample variance of the input values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

### Window functions

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/tutorial-window.html)
of the PostgreSQL documentation.

</Info>

Window functions are supported via [query pushdown][ref-qpd] only; they are not
available in [query post-processing][ref-qpp]. Two kinds are supported:

- **Aggregate functions used as window functions** — any supported aggregate
  function (such as `SUM`, `AVG`, `COUNT`, `MIN`, or `MAX`) combined with an
  `OVER (...)` clause.
- **The `LAG` and `LEAD` window functions:**

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `LAG` | Returns the value from a row at a given offset before the current row within its partition | ✅ Yes | ❌ No |
| `LEAD` | Returns the value from a row at a given offset after the current row within its partition | ✅ Yes | ❌ No |

### Row and array comparisons

<Info>

Learn more in the
[relevant section](https://www.postgresql.org/docs/current/functions-comparisons.html)
of the PostgreSQL documentation.

</Info>

| Function | Description | [Pushdown][ref-qpd] | <nobr>[Post-processing][ref-qpp]</nobr> |
| --- | --- | --- | --- |
| `IN` | Returns `TRUE` if a left-side value matches **any** of right-side values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |
| `NOT IN` | Returns `TRUE` if a left-side value matches **none** of right-side values | ✅ Yes | <nobr>✅ Outer</nobr><br/><nobr>✅ Inner (selections)</nobr><br/><nobr>✅ Inner (projections)</nobr> |

### Custom functions

| Function | Description |
| --- | --- |
| `XIRR` | Calculates the [internal rate of return][link-xirr] for a series of cash flows |

<Note>

See the [XIRR recipe](/recipes/data-modeling/xirr) for more details.

</Note>


[ref-qpd]: /reference/core-data-apis/sql-api/query-format#query-pushdown
[ref-qpp]: /reference/core-data-apis/sql-api/query-format#query-post-processing
[ref-sql-api]: /reference/core-data-apis/sql-api
[ref-sql-api-aggregate-functions]: /reference/core-data-apis/sql-api/query-format#aggregate-functions
[ref-granularities]: /reference/data-modeling/dimensions#granularities
[ref-default-granularities]: /docs/data-modeling/dimensions#time-dimensions
[ref-proxy-granularity]: /docs/data-modeling/dimensions#time-dimension-granularity-references
[ref-meta-api]: /reference/core-data-apis/rest-api/reference#metadata-api
[ref-rest-api]: /reference/core-data-apis/rest-api
[ref-graphql-api]: /reference/core-data-apis/graphql-api
[link-postgres-funcs]: https://www.postgresql.org/docs/current/functions.html
[link-github-sql-api]: https://github.com/cube-js/cube/issues?q=is%3Aopen+is%3Aissue+label%3Aapi%3Asql
[link-github-new-sql-api-issue]: https://github.com/cube-js/cube/issues/new?assignees=&labels=&projects=&template=sql_api_query_issue.md&title=
[link-xirr]: https://support.microsoft.com/en-us/office/xirr-function-de1242ec-6477-445b-b11b-a303ad9adc9d
[ref-sql-cache-control]: /reference/core-data-apis/sql-api#cache-control
