cf.FieldList

class cf.FieldList(fields=None)

Bases: cf.field.Field, list

An ordered sequence of fields.

Each element of a field list is a cf.Field object.

A field list supports the python list-like operations (such as indexing and methods like append), but not the python list arithmetic and comparison behaviours. Any field list arithmetic and comparison operation is applied independently to each field element, so all of the operators defined for a field are allowed.

Initialization

Parameters:

fields : (sequence of) cf.Field, optional

Create a new field list with these fields.

Examples:

>>> fl = cf.FieldList()
>>> len(fl)
0
>>> f
<CF Field: air_temperature() K>
>>> fl = cf.FieldList(f)
>>> len(fl
1
>>> fl = cf.FieldList([f, f])
>>> len(fl)
2
>>> fl = cf.FieldList(cf.FieldList([f] * 3))
>>> len(fl)
3

Domain operations

Domain axes

autocyclic

For each field, set axes to be cyclic if they meet conditions.

Subspacing

subspace

Mathematical functions

Trigonometry

cos	For each field, take the trigonometric cosine of the data array.
sin	For each field, take the trigonometric sine of the data array.
tan	Take the trigonometric tangent of the data array.

Exponents and logarithms

exp	For each field, the exponential of the data array.
log	For each field, the logarithm of the data array.

Rounding

ceil	For each field, the ceiling of the data array.
floor	For each field, floor the data array.
rint	For each field, round data array.
trunc	For each field, truncate the data array.

Statistics

collapse

For each field, collapse axes of the field.

Miscellaneous mathematical functions

clip	Clip (limit) the values in the data array in place.

Data array operations

Data array mask

binary_mask	For each field, a field of the binary (0 and 1) mask of the data array.
mask	For each field, a field of the mask of the data array.

Order and number of dimensions

expand_dims	For each field, insert a size 1 axis into the data array.
squeeze	For each field, remove size 1 axes from the data array.
transpose	For each field, permute the axes of the data array.
unsqueeze	For each field, insert size 1 axes into the data array.

Rearranging elements

anchor	For each field, roll a cyclic axis so that the given value lies in the first coordinate cell.
flip	For each field, flip (reverse the direction of) axes of the field.
roll	For each field, roll the field along a cyclic axis.

Regridding operations

regrids

For each field, returns the field regridded onto a new latitude-longitude grid.

Date-time operations

asdatetime	For each field, convert the internal representation of data array elements to date-time objects.
asreftime	For each field, convert the internal representation of data array elements to numeric reference times.

Logic functions

Comparison

equals	True if two field lists are equal, False otherwise.
equivalent	True if two field lists are equivalent, False otherwise
equivalent_data	Return True if two fields have equivalent data arrays.
equivalent_domain	Return True if two fields have equivalent data domains.

Miscellaneous

binary_mask	For each field, a field of the binary (0 and 1) mask of the data array.
chunk	Partition the data array.
close	For each field, close all files referenced by the field.
cf.FieldList.concatenate	Join a sequence of fields together.
copy	Return a deep copy.
datum	Return an element of the data array as a standard Python scalar.
dump	For each field, print or return a string containing a description of the field.
fill_value	Return the data array missing data value.
identity	Return the identity.
insert_data
mask_invalid	For each field, mask the array where invalid values occur (NaN or inf).
match
name	Return a name.
override_units	For each field, override the units.
override_calendar	For each field, override the calendar of date-time units.
cf.FieldList.promote
remove_data
select	For each field, return the field if it satisfies the given conditions.
weights	For each field, return weights for the data array values.
where	For each field, set data array elements depending on a condition.

List-like operations

These methods provide functionality similar to that of a built-in list.

append	L.append(object) – append object to end
count	L.count(value) – return number of occurrences of value
extend	L.extend(iterable) – extend list by appending elements from the iterable
index	L.index(value, [start, [stop]]) – return first index of value.
insert	L.insert(index, object) – insert object before index
pop	Raises IndexError if list is empty or index is out of range.
reverse	L.reverse() – reverse IN PLACE
sort	L.sort(cmp=None, key=None, reverse=False) – stable sort IN PLACE;
__contains__	Called to implement membership test operators.
__getitem__	Called to implement evaluation of f[index]
__len__
__setitem__	x.__setitem__(i, y) <==> x[i]=y

Arithmetic and comparison operations

Any arithmetic, bitwise or comparison operation is applied independently to each field element of the field list

In particular, the built-in list arithmetic and comparison operator behaviours do not apply. For example, adding 2 to a field list will add 2 to the data array of each of its fields, but the + operator will concatenate two built-in lists.

Comparison operators

__lt__	The rich comparison operator <
__le__	The rich comparison operator <=
__eq__	The rich comparison operator ==
__ne__	The rich comparison operator !=
__gt__	The rich comparison operator >
__ge__	The rich comparison operator >=

Binary arithmetic operators

__add__	The binary arithmetic operation +
__sub__	The binary arithmetic operation -
__mul__	The binary arithmetic operation *
__div__	The binary arithmetic operation /
__truediv__	The binary arithmetic operation / (true division)
__floordiv__	The binary arithmetic operation //
__pow__	The binary arithmetic operations ** and pow
__mod__	The binary arithmetic operation %

Binary arithmetic operators with reflected (swapped) operands

__radd__	The binary arithmetic operation + with reflected operands
__rsub__	The binary arithmetic operation - with reflected operands
__rmul__	The binary arithmetic operation * with reflected operands
__rdiv__	The binary arithmetic operation / with reflected operands
__rtruediv__	The binary arithmetic operation / (true division) with reflected
__rfloordiv__	The binary arithmetic operation // with reflected operands
__rpow__	The binary arithmetic operations ** and pow with reflected
__rmod__	The binary arithmetic operation % with reflected operands

Augmented arithmetic assignments

__iadd__	The augmented arithmetic assignment +=
__isub__	The augmented arithmetic assignment -=
__imul__	The augmented arithmetic assignment *=
__idiv__	The augmented arithmetic assignment /=
__itruediv__	The augmented arithmetic assignment /= (true division)
__ifloordiv__	The augmented arithmetic assignment //=
__ipow__	The augmented arithmetic assignment **=
__imod__	The binary arithmetic operation %=

Unary arithmetic operators

__neg__	The unary arithmetic operation -
__pos__	The unary arithmetic operation +
__abs__	The unary arithmetic operation abs

Binary bitwise operators

__and__	The binary bitwise operation &
__or__	The binary bitwise operation |
__xor__	The binary bitwise operation ^
__lshift__	The binary bitwise operation <<
__rshift__	The binary bitwise operation >>

Binary bitwise operators with reflected (swapped) operands

__rand__	The binary bitwise operation & with reflected operands
__ror__	The binary bitwise operation | with reflected operands
__rxor__	The binary bitwise operation ^ with reflected operands
__rlshift__	The binary bitwise operation << with reflected operands
__rrshift__	The binary bitwise operation >> with reflected operands

Augmented bitwise assignments

__iand__	The augmented bitwise assignment &=
__ior__	The augmented bitwise assignment |=
__ixor__	The augmented bitwise assignment ^=
__ilshift__	The augmented bitwise assignment <<=
__irshift__	The augmented bitwise assignment >>=

Unary bitwise operators

__invert__

The unary bitwise operation ~

Special methods

__deepcopy__	Called by the copy.deepcopy standard library function.
__repr__	Called by the repr built-in function.
__str__	Called by the str built-in function.