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994 lines
18 KiB
Markdown
994 lines
18 KiB
Markdown
---
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slug: /en/sql-reference/functions/math-functions
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sidebar_position: 125
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sidebar_label: Mathematical
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---
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# Mathematical Functions
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## e
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Returns e ([Euler's constant](https://en.wikipedia.org/wiki/Euler%27s_constant)).
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**Syntax**
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```sql
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e()
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```
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**Returned value**
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Type: [Float64](../data-types/float.md).
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## pi
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Returns π ([Pi](https://en.wikipedia.org/wiki/Pi)).
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**Syntax**
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```sql
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pi()
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```
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**Returned value**
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Type: [Float64](../data-types/float.md).
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## exp
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Returns e to the power of the given argument.
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**Syntax**
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```sql
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exp(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## log
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Returns the natural logarithm of the argument.
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**Syntax**
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```sql
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log(x)
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```
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Alias: `ln(x)`
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## exp2
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Returns 2 to the power of the given argument
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**Syntax**
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```sql
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exp2(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## intExp2
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Like `exp` but returns a UInt64.
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**Syntax**
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```sql
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intExp2(x)
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```
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## log2
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Returns the binary logarithm of the argument.
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**Syntax**
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```sql
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log2(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## exp10
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Returns 10 to the power of the given argument.
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**Syntax**
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```sql
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exp10(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## intExp10
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Like `exp10` but returns a UInt64.
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**Syntax**
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```sql
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intExp10(x)
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```
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## log10
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Returns the decimal logarithm of the argument.
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**Syntax**
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```sql
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log10(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## sqrt
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Returns the square root of the argument.
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```sql
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sqrt(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## cbrt
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Returns the cubic root of the argument.
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```sql
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cbrt(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## erf
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If `x` is non-negative, then `erf(x / σ√2)` is the probability that a random variable having a normal distribution with standard deviation `σ` takes the value that is separated from the expected value by more than `x`.
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**Syntax**
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```sql
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erf(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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**Example**
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(three sigma rule)
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``` sql
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SELECT erf(3 / sqrt(2));
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```
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```result
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┌─erf(divide(3, sqrt(2)))─┐
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│ 0.9973002039367398 │
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└─────────────────────────┘
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```
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## erfc
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Returns a number close to `1 - erf(x)` without loss of precision for large ‘x’ values.
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**Syntax**
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```sql
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erfc(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## lgamma
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Returns the logarithm of the gamma function.
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**Syntax**
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```sql
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lgamma(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## tgamma
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Returns the gamma function.
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**Syntax**
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```sql
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gamma(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## sin
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Returns the sine of the argument
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**Syntax**
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```sql
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sin(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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**Example**
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Query:
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```sql
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SELECT sin(1.23);
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```
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```response
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0.9424888019316975
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```
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## cos
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Returns the cosine of the argument.
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**Syntax**
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```sql
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cos(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## tan
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Returns the tangent of the argument.
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**Syntax**
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```sql
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tan(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## asin
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Returns the arc sine of the argument.
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**Syntax**
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```sql
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asin(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## acos
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Returns the arc cosine of the argument.
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**Syntax**
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```sql
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acos(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## atan
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Returns the arc tangent of the argument.
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**Syntax**
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```sql
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atan(x)
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```
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**Arguments**
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- `x` - [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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Type: [Float*](../data-types/float.md).
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## pow
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Returns `x` to the power of `y`.
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**Syntax**
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```sql
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pow(x, y)
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```
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Alias: `power(x, y)`
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**Arguments**
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- `x` - [(U)Int8/16/32/64](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md)
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- `y` - [(U)Int8/16/32/64](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md)
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**Returned value**
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Type: [Float64](../data-types/float.md).
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## cosh
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Returns the [hyperbolic cosine](https://in.mathworks.com/help/matlab/ref/cosh.html) of the argument.
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**Syntax**
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``` sql
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cosh(x)
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```
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**Arguments**
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- `x` — The angle, in radians. Values from the interval: `-∞ < x < +∞`. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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- Values from the interval: `1 <= cosh(x) < +∞`.
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Type: [Float64](../data-types/float.md#float32-float64).
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**Example**
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``` sql
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SELECT cosh(0);
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```
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Result:
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```result
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┌─cosh(0)──┐
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│ 1 │
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└──────────┘
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```
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## acosh
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Returns the [inverse hyperbolic cosine](https://www.mathworks.com/help/matlab/ref/acosh.html).
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**Syntax**
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``` sql
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acosh(x)
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```
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**Arguments**
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- `x` — Hyperbolic cosine of angle. Values from the interval: `1 <= x < +∞`. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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- The angle, in radians. Values from the interval: `0 <= acosh(x) < +∞`.
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Type: [Float64](../data-types/float.md#float32-float64).
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**Example**
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``` sql
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SELECT acosh(1);
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```
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Result:
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```result
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┌─acosh(1)─┐
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│ 0 │
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└──────────┘
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```
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## sinh
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Returns the [hyperbolic sine](https://www.mathworks.com/help/matlab/ref/sinh.html).
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**Syntax**
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``` sql
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sinh(x)
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```
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**Arguments**
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- `x` — The angle, in radians. Values from the interval: `-∞ < x < +∞`. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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- Values from the interval: `-∞ < sinh(x) < +∞`.
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Type: [Float64](../data-types/float.md#float32-float64).
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**Example**
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``` sql
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SELECT sinh(0);
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```
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Result:
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```result
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┌─sinh(0)──┐
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│ 0 │
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└──────────┘
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```
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## asinh
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Returns the [inverse hyperbolic sine](https://www.mathworks.com/help/matlab/ref/asinh.html).
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**Syntax**
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``` sql
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asinh(x)
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```
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**Arguments**
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- `x` — Hyperbolic sine of angle. Values from the interval: `-∞ < x < +∞`. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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- The angle, in radians. Values from the interval: `-∞ < asinh(x) < +∞`.
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Type: [Float64](../data-types/float.md#float32-float64).
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**Example**
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``` sql
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SELECT asinh(0);
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```
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Result:
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```result
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┌─asinh(0)─┐
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│ 0 │
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└──────────┘
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```
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## tanh
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Returns the [hyperbolic tangent](https://www.mathworks.com/help/matlab/ref/tanh.html).
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**Syntax**
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``` sql
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tanh(x)
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```
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**Arguments**
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- `x` — The angle, in radians. Values from the interval: `-∞ < x < +∞`. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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- Values from the interval: `-1 < tanh(x) < 1`.
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Type: [Float*](../data-types/float.md#float32-float64).
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**Example**
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``` sql
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SELECT tanh(0);
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```
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Result:
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```result
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0
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```
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## atanh
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Returns the [inverse hyperbolic tangent](https://www.mathworks.com/help/matlab/ref/atanh.html).
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**Syntax**
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``` sql
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atanh(x)
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```
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**Arguments**
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- `x` — Hyperbolic tangent of angle. Values from the interval: `–1 < x < 1`. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
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**Returned value**
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- The angle, in radians. Values from the interval: `-∞ < atanh(x) < +∞`.
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Type: [Float64](../data-types/float.md#float32-float64).
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**Example**
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``` sql
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SELECT atanh(0);
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```
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Result:
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```result
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┌─atanh(0)─┐
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│ 0 │
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└──────────┘
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```
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## atan2
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Returns the [atan2](https://en.wikipedia.org/wiki/Atan2) as the angle in the Euclidean plane, given in radians, between the positive x axis and the ray to the point `(x, y) ≠ (0, 0)`.
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**Syntax**
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``` sql
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atan2(y, x)
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```
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**Arguments**
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|
||
- `y` — y-coordinate of the point through which the ray passes. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
- `x` — x-coordinate of the point through which the ray passes. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
|
||
**Returned value**
|
||
|
||
- The angle `θ` such that `−π < θ ≤ π`, in radians.
|
||
|
||
Type: [Float64](../data-types/float.md#float32-float64).
|
||
|
||
**Example**
|
||
|
||
``` sql
|
||
SELECT atan2(1, 1);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌────────atan2(1, 1)─┐
|
||
│ 0.7853981633974483 │
|
||
└────────────────────┘
|
||
```
|
||
|
||
## hypot
|
||
|
||
Returns the length of the hypotenuse of a right-angle triangle. [Hypot](https://en.wikipedia.org/wiki/Hypot) avoids problems that occur when squaring very large or very small numbers.
|
||
|
||
**Syntax**
|
||
|
||
``` sql
|
||
hypot(x, y)
|
||
```
|
||
|
||
**Arguments**
|
||
|
||
- `x` — The first cathetus of a right-angle triangle. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
- `y` — The second cathetus of a right-angle triangle. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
|
||
**Returned value**
|
||
|
||
- The length of the hypotenuse of a right-angle triangle.
|
||
|
||
Type: [Float64](../data-types/float.md#float32-float64).
|
||
|
||
**Example**
|
||
|
||
``` sql
|
||
SELECT hypot(1, 1);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌────────hypot(1, 1)─┐
|
||
│ 1.4142135623730951 │
|
||
└────────────────────┘
|
||
```
|
||
|
||
## log1p
|
||
|
||
Calculates `log(1+x)`. The [calculation](https://en.wikipedia.org/wiki/Natural_logarithm#lnp1) `log1p(x)` is more accurate than `log(1+x)` for small values of x.
|
||
|
||
**Syntax**
|
||
|
||
``` sql
|
||
log1p(x)
|
||
```
|
||
|
||
**Arguments**
|
||
|
||
- `x` — Values from the interval: `-1 < x < +∞`. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
|
||
**Returned value**
|
||
|
||
- Values from the interval: `-∞ < log1p(x) < +∞`.
|
||
|
||
Type: [Float64](../data-types/float.md#float32-float64).
|
||
|
||
**Example**
|
||
|
||
``` sql
|
||
SELECT log1p(0);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌─log1p(0)─┐
|
||
│ 0 │
|
||
└──────────┘
|
||
```
|
||
|
||
## sign
|
||
|
||
Returns the sign of a real number.
|
||
|
||
**Syntax**
|
||
|
||
``` sql
|
||
sign(x)
|
||
```
|
||
|
||
**Arguments**
|
||
|
||
- `x` — Values from `-∞` to `+∞`. Support all numeric types in ClickHouse.
|
||
|
||
**Returned value**
|
||
|
||
- -1 for `x < 0`
|
||
- 0 for `x = 0`
|
||
- 1 for `x > 0`
|
||
|
||
Type: [Int8](../data-types/int-uint.md).
|
||
|
||
**Examples**
|
||
|
||
Sign for the zero value:
|
||
|
||
``` sql
|
||
SELECT sign(0);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌─sign(0)─┐
|
||
│ 0 │
|
||
└─────────┘
|
||
```
|
||
|
||
Sign for the positive value:
|
||
|
||
``` sql
|
||
SELECT sign(1);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌─sign(1)─┐
|
||
│ 1 │
|
||
└─────────┘
|
||
```
|
||
|
||
Sign for the negative value:
|
||
|
||
``` sql
|
||
SELECT sign(-1);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌─sign(-1)─┐
|
||
│ -1 │
|
||
└──────────┘
|
||
```
|
||
## sigmoid
|
||
|
||
Returns the [sigmoid function](https://en.wikipedia.org/wiki/Sigmoid_function).
|
||
|
||
**Syntax**
|
||
|
||
```sql
|
||
sigmoid(x)
|
||
```
|
||
|
||
**Parameters**
|
||
|
||
- `x` — input value. Values from the interval: `-∞ < x < +∞`. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
|
||
**Returned value**
|
||
|
||
- Corresponding value along the sigmoid curve between 0 and 1. [Float64](../data-types/float.md).
|
||
|
||
**Example**
|
||
|
||
Query:
|
||
|
||
``` sql
|
||
SELECT round(sigmoid(x), 5) FROM (SELECT arrayJoin([-1, 0, 1]) AS x);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
0.26894
|
||
0.5
|
||
0.73106
|
||
```
|
||
|
||
## degrees
|
||
|
||
Converts radians to degrees.
|
||
|
||
**Syntax**
|
||
|
||
``` sql
|
||
degrees(x)
|
||
```
|
||
|
||
**Arguments**
|
||
|
||
- `x` — Input in radians. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
- `x` — Input in radians. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
|
||
**Returned value**
|
||
|
||
- Value in degrees. [Float64](../data-types/float.md#float32-float64).
|
||
|
||
**Example**
|
||
|
||
``` sql
|
||
SELECT degrees(3.141592653589793);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌─degrees(3.141592653589793)─┐
|
||
│ 180 │
|
||
└────────────────────────────┘
|
||
```
|
||
|
||
## radians
|
||
|
||
Converts degrees to radians.
|
||
|
||
**Syntax**
|
||
|
||
``` sql
|
||
radians(x)
|
||
```
|
||
|
||
**Arguments**
|
||
|
||
- `x` — Input in degrees. [(U)Int*](../data-types/int-uint.md), [Float*](../data-types/float.md) or [Decimal*](../data-types/decimal.md).
|
||
|
||
**Returned value**
|
||
|
||
- Value in radians.
|
||
|
||
Type: [Float64](../data-types/float.md#float32-float64).
|
||
|
||
**Example**
|
||
|
||
``` sql
|
||
SELECT radians(180);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌──────radians(180)─┐
|
||
│ 3.141592653589793 │
|
||
└───────────────────┘
|
||
```
|
||
|
||
## factorial
|
||
|
||
Computes the factorial of an integer value. Works with any native integer type including UInt(8|16|32|64) and Int(8|16|32|64). The return type is UInt64.
|
||
|
||
The factorial of 0 is 1. Likewise, the factorial() function returns 1 for any negative value. The maximum positive value for the input argument is 20, a value of 21 or greater will cause exception throw.
|
||
|
||
|
||
**Syntax**
|
||
|
||
``` sql
|
||
factorial(n)
|
||
```
|
||
|
||
**Example**
|
||
|
||
``` sql
|
||
SELECT factorial(10);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌─factorial(10)─┐
|
||
│ 3628800 │
|
||
└───────────────┘
|
||
```
|
||
|
||
## width_bucket
|
||
|
||
Returns the number of the bucket in which `operand` falls in a histogram having `count` equal-width buckets spanning the range `low` to `high`. Returns `0` if `operand < low`, and returns `count+1` if `operand >= high`.
|
||
|
||
`operand`, `low`, `high` can be any native number type. `count` can only be unsigned native integer and its value cannot be zero.
|
||
|
||
**Syntax**
|
||
|
||
```sql
|
||
widthBucket(operand, low, high, count)
|
||
```
|
||
Alias: `WIDTH_BUCKET`
|
||
|
||
**Example**
|
||
|
||
``` sql
|
||
SELECT widthBucket(10.15, -8.6, 23, 18);
|
||
```
|
||
|
||
Result:
|
||
|
||
```result
|
||
┌─widthBucket(10.15, -8.6, 23, 18)─┐
|
||
│ 11 │
|
||
└──────────────────────────────────┘
|
||
```
|
||
|
||
## proportionsZTest
|
||
|
||
Returns test statistics for the two proportion Z-test - a statistical test for comparing the proportions from two populations `x` and `y`.
|
||
|
||
**Syntax**
|
||
|
||
```sql
|
||
proportionsZTest(successes_x, successes_y, trials_x, trials_y, conf_level, pool_type)
|
||
```
|
||
|
||
**Arguments**
|
||
|
||
- `successes_x`: Number of successes in population `x`. [UInt64](../data-types/int-uint.md).
|
||
- `successes_y`: Number of successes in population `y`. [UInt64](../data-types/int-uint.md).
|
||
- `trials_x`: Number of trials in population `x`. [UInt64](../data-types/int-uint.md).
|
||
- `trials_y`: Number of trials in population `y`. [UInt64](../data-types/int-uint.md).
|
||
- `conf_level`: Confidence level for the test. [Float64](../data-types/float.md).
|
||
- `pool_type`: Selection of pooling (way in which the standard error is estimated). Can be either `unpooled` or `pooled`. [String](../data-types/string.md).
|
||
|
||
:::note
|
||
For argument `pool_type`: In the pooled version, the two proportions are averaged, and only one proportion is used to estimate the standard error. In the unpooled version, the two proportions are used separately.
|
||
:::
|
||
|
||
**Returned value**
|
||
|
||
- `z_stat`: Z statistic. [Float64](../data-types/float.md).
|
||
- `p_val`: P value. [Float64](../data-types/float.md).
|
||
- `ci_low`: The lower confidence interval. [Float64](../data-types/float.md).
|
||
- `ci_high`: The upper confidence interval. [Float64](../data-types/float.md).
|
||
|
||
**Example**
|
||
|
||
Query:
|
||
|
||
```sql
|
||
SELECT proportionsZTest(10, 11, 100, 101, 0.95, 'unpooled');
|
||
```
|
||
|
||
Result:
|
||
|
||
```response
|
||
┌─proportionsZTest(10, 11, 100, 101, 0.95, 'unpooled')───────────────────────────────┐
|
||
│ (-0.20656724435948853,0.8363478437079654,-0.09345975390115283,0.07563797172293502) │
|
||
└────────────────────────────────────────────────────────────────────────────────────┘
|
||
``` |