Interval¶

class Interval(*args)¶

Numerical interval.

Available constructors:

Interval(dim=0)

Interval(lowerBound, upperBound, finiteLowerBound=[True]*dim, finiteUpperBound=[True]*dim)

Parameters

dimint, $dim \geq 0$: Dimension of the interval. If only dim is mentioned, it leads to create the finite interval $[0, 1]^{dim}$ . By default, an empty interval is created.
lowerBound, upperBoundfloat or sequence of float of dimension dim: Define an interval $[lowerBound_0, upperBound_0]\times \dots \times [lowerBound_{dim-1}, upperBound_{dim-1}]$ . It is allowed to have $lowerBound_i \geq upperBound_i$ for some $i$ : it simply defines an empty interval. The lowerBound and the upperBound must be of the same type. If finiteLowerBound and finiteUpperBound are mentioned, they must be sequences.
finiteLowerBoundsequence of bool of dimension dim: Flags telling for each component of the lower bound whether it is finite or not.
finiteUpperBoundsequence of bool of dimension dim: Flags telling for each component of the upper bound whether it is finite or not.

Notes

The meaning of a flag is: if flag $i$ is True, the corresponding component of the given bound is finite and its value is given by bound $i$ . If not, the corresponding component is infinite and its value is either $-\infty$ if bound $i < 0$ or $+\infty$ if bound $i \geq 0$ .

It is possible to add or subtract two intervals and multiply an interval by a scalar.

Examples

>>> import openturns as ot
>>> # A finite interval
>>> print(ot.Interval([2.0, 3.0], [4.0, 5.0]))
[2, 4]
[3, 5]
>>> # Not finite intervals
>>> a = 2.0
>>> print(ot.Interval([a], [1], [True], [False]))
[2, (1) +inf[
>>> print(ot.Interval([1], [a], [False], [True]))
]-inf (1), 2]
>>> # Operations with intervals:
>>> interval1 = ot.Interval([2.0, 3.0], [5.0, 8.0])
>>> interval2 = ot.Interval([1.0, 4.0], [6.0, 13.0])
>>> # Addition
>>> print(interval1 + interval2)
[3, 11]
[7, 21]
>>> # Subtraction
>>> print(interval1 - interval2)
[-4, 4]
[-10, 4]
>>> # Multiplication
>>> print(interval1 * 3)
[6, 15]
[9, 24]

Methods

`computeDistance`(*args)	Compute the Euclidean distance of a given point to the domain.
`contains`(*args)	Check if the given point is inside of the domain.
`getClassName`()	Accessor to the object's name.
`getDimension`()	Get the dimension of the domain.
`getFiniteLowerBound`()	Tell for each component of the lower bound whether it is finite or not.
`getFiniteUpperBound`()	Tell for each component of the upper bound whether it is finite or not.
`getId`()	Accessor to the object's id.
`getLowerBound`()	Get the lower bound.
`getMarginal`(*args)	Marginal accessor.
`getName`()	Accessor to the object's name.
`getShadowedId`()	Accessor to the object's shadowed id.
`getUpperBound`()	Get the upper bound.
`getVisibility`()	Accessor to the object's visibility state.
`getVolume`()	Get the volume of the interval.
`hasName`()	Test if the object is named.
`hasVisibleName`()	Test if the object has a distinguishable name.
`intersect`(other)	Get the intersection with another interval.
`isEmpty`()	Check if the interval is empty.
`isNumericallyEmpty`()	Check if the interval is numerically empty.
`join`(other)	Get the smallest interval containing both the current interval and another one.
`numericallyContains`(point)	Check if the given point is inside of the discretization of the interval.
`setFiniteLowerBound`(finiteLowerBound)	Tell for each component of the lower bound whether it is finite or not.
`setFiniteUpperBound`(finiteUpperBound)	Tell for each component of the upper bound whether it is finite or not.
`setLowerBound`(lowerBound)	Set the lower bound.
`setName`(name)	Accessor to the object's name.
`setShadowedId`(id)	Accessor to the object's shadowed id.
`setUpperBound`(upperBound)	Set the upper bound.
`setVisibility`(visible)	Accessor to the object's visibility state.

__init__(*args)¶

computeDistance(*args)¶

Compute the Euclidean distance of a given point to the domain.

Parameters

point or samplesequence of float or 2-d sequence of float: Point or Sample with the same dimension as the current domain’s dimension.

Returns

distancefloat or Sample: Euclidean distance of the point to the domain.

contains(*args)¶

Check if the given point is inside of the domain.

Parameters

point or samplesequence of float or 2-d sequence of float: Point or Sample with the same dimension as the current domain’s dimension.

Returns

isInsidebool or sequence of bool: Flag telling whether the given point is inside of the domain.

getClassName()¶

Accessor to the object’s name.

Returns

class_namestr: The object class name (object.__class__.__name__).

getDimension()¶

Get the dimension of the domain.

Returns

dimint: Dimension of the domain.

getFiniteLowerBound()¶

Tell for each component of the lower bound whether it is finite or not.

Returns

flagsBoolCollection: If the $i^{th}$ element is False, the corresponding component of the lower bound is infinite. Otherwise, it is finite.

Examples

>>> import openturns as ot
>>> interval = ot.Interval([2.0, 3.0], [4.0, 5.0], [True, False], [True, True])
>>> print(interval.getFiniteLowerBound())
[1,0]

getFiniteUpperBound()¶

Tell for each component of the upper bound whether it is finite or not.

Returns

flagsBoolCollection: If the $i^{th}$ element is False, the corresponding component of the upper bound is infinite. Otherwise, it is finite.

Examples

>>> import openturns as ot
>>> interval = ot.Interval([2.0, 3.0], [4.0, 5.0], [True, False], [True, True])
>>> print(interval.getFiniteUpperBound())
[1,1]

getId()¶

Accessor to the object’s id.

Returns

idint: Internal unique identifier.

getLowerBound()¶

Get the lower bound.

Returns

lowerBoundPoint: Value of the lower bound.

Examples

>>> import openturns as ot
>>> interval = ot.Interval([2.0, 3.0], [4.0, 5.0], [True, False], [True, True])
>>> print(interval.getLowerBound())
[2,3]

getMarginal(*args)¶

Marginal accessor.

Parameters

indexint or sequence of int: Index or indices of the selected components.

Returns

intervalInterval: The marginal interval.

getName()¶

Accessor to the object’s name.

Returns

namestr: The name of the object.

getShadowedId()¶

Accessor to the object’s shadowed id.

Returns

idint: Internal unique identifier.

getUpperBound()¶

Get the upper bound.

Returns

upperBoundPoint: Value of the upper bound.

Examples

>>> import openturns as ot
>>> interval = ot.Interval([2.0, 3.0], [4.0, 5.0], [True, False], [True, True])
>>> print(interval.getUpperBound())
[4,5]

getVisibility()¶

Accessor to the object’s visibility state.

Returns

visiblebool: Visibility flag.

getVolume()¶

Get the volume of the interval.

Returns

volumefloat: Volume contained within interval bounds.

Examples

>>> import openturns as ot
>>> interval = ot.Interval([2.0, 3.0], [4.0, 5.0], [True, False], [True, True])
>>> print(interval.getVolume())
4.0

hasName()¶

Test if the object is named.

Returns

hasNamebool: True if the name is not empty.

hasVisibleName()¶

Test if the object has a distinguishable name.

Returns

hasVisibleNamebool: True if the name is not empty and not the default one.

intersect(other)¶

Get the intersection with another interval.

Parameters

otherIntervalInterval: Interval of the same dimension.

Returns

intervalInterval: An interval corresponding to the intersection of the current interval with otherInterval.

Examples

>>> import openturns as ot
>>> interval1 = ot.Interval([2.0, 3.0], [5.0, 8.0])
>>> interval2 = ot.Interval([1.0, 4.0], [6.0, 13.0])
>>> print(interval1.intersect(interval2))
[2, 5]
[4, 8]

isEmpty()¶

Check if the interval is empty.

Returns

isEmptybool: True if the interior of the interval is empty.

Examples

>>> import openturns as ot
>>> interval = ot.Interval([1.0, 2.0], [1.0, 2.0])
>>> interval.setFiniteLowerBound([True, False])
>>> print(interval.isEmpty())
False

isNumericallyEmpty()¶

Check if the interval is numerically empty.

Returns

isEmptybool: Flag telling whether the interval is numerically empty, i.e. if its numerical volume is inferior or equal to $\epsilon$ (defined in the ResourceMap: $\epsilon$ = Domain-SmallVolume).

Examples

>>> import openturns as ot
>>> interval = ot.Interval([1.0, 2.0], [1.0, 2.0])
>>> print(interval.isNumericallyEmpty())
True

join(other)¶

Get the smallest interval containing both the current interval and another one.

Parameters

otherIntervalInterval: Interval of the same dimension.

Returns

intervalInterval: Smallest interval containing both the current interval and otherInterval.

Examples

>>> import openturns as ot
>>> interval1 = ot.Interval([2.0, 3.0], [5.0, 8.0])
>>> interval2 = ot.Interval([1.0, 4.0], [6.0, 13.0])
>>> print(interval1.join(interval2))
[1, 6]
[3, 13]

numericallyContains(point)¶

Check if the given point is inside of the discretization of the interval.

Parameters

pointsequence of float: Point with the same dimension as the current domain’s dimension.

Returns

isInsidebool: Flag telling whether the point is inside the interval bounds, not taking into account whether bounds are finite or not.

setFiniteLowerBound(finiteLowerBound)¶

Tell for each component of the lower bound whether it is finite or not.

Parameters

flagssequence of bool: If the $i^{th}$ element is False, the corresponding component of the lower bound is infinite. Otherwise, it is finite.

Examples

>>> import openturns as ot
>>> interval = ot.Interval(2)
>>> interval.setFiniteLowerBound([True, False])
>>> print(interval)
[0, 1]
]-inf (0), 1]

setFiniteUpperBound(finiteUpperBound)¶

Tell for each component of the upper bound whether it is finite or not.

Parameters

flagssequence of bool: If the $i^{th}$ element is False, the corresponding component of the upper bound is infinite. Otherwise, it is finite.

Examples

>>> import openturns as ot
>>> interval = ot.Interval(2)
>>> interval.setFiniteUpperBound([True, False])
>>> print(interval)
[0, 1]
[0, (1) +inf[

setLowerBound(lowerBound)¶

Set the lower bound.

Parameters

lowerBoundsequence of float: Value of the lower bound.

Examples

>>> import openturns as ot
>>> interval = ot.Interval(2)
>>> interval.setLowerBound([-4, -5])
>>> print(interval)
[-4, 1]
[-5, 1]

setName(name)¶

Accessor to the object’s name.

Parameters

namestr: The name of the object.

setShadowedId(id)¶

Accessor to the object’s shadowed id.

Parameters

idint: Internal unique identifier.

setUpperBound(upperBound)¶

Set the upper bound.

Parameters

upperBoundsequence of float: Value of the upper bound.

Examples

>>> import openturns as ot
>>> interval = ot.Interval(2)
>>> interval.setUpperBound([4, 5])
>>> print(interval)
[0, 4]
[0, 5]

setVisibility(visible)¶

Accessor to the object’s visibility state.

Parameters

visiblebool: Visibility flag.

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