cf.Variable

class cf.Variable(properties={}, attributes=None, data=None, copy=True)

Bases: object

Base class for storing a data array with metadata.

A variable contains a data array and metadata comprising properties to describe the physical nature of the data.

All components of a variable are optional.

Initialization

Parameters :

properties : dict, optional

Initialize a new instance with CF properties from the dictionary’s key/value pairs.

attributes : dict, optional

Provide the new instance with attributes from the dictionary’s key/value pairs.

data : cf.Data, optional

Provide the new instance with an N-dimensional data array.

copy : bool, optional

If False then do not deep copy arguments prior to initialization. By default arguments are deep copied.

Variable CF Properties

add_offset	The add_offset CF property.
calendar	The calendar CF property.
comment	The comment CF property.
_FillValue	The _FillValue CF property.
history	The history CF property.
leap_month	The leap_month CF property.
leap_year	The leap_year CF property.
long_name	The long_name CF property.
missing_value	The missing_value CF property.
month_lengths	The month_lengths CF property.
scale_factor	The scale_factor CF property.
standard_name	The standard_name CF property.
units	The units CF property.
valid_max	The valid_max CF property.
valid_min	The valid_min CF property.
valid_range	The valid_range CF property.

Variable attributes

array	A numpy array deep copy of the data array.
attributes	A dictionary of the attributes which are not CF properties.
data	The cf.Data object containing the data array.
day	The day of each data array element.
dtarray	An independent numpy array of date-time objects.
dtvarray	A numpy array view the data array converted to date-time objects.
dtype	The numpy data type of the data array.
hour	The hour of each data array element.
hardmask	Whether the mask is hard (True) or soft (False).
isscalar	True if and only if the data array is a scalar array.
mask	A variable containing the mask of the data array.
minute	The minute of each data array element.
month	The month of each data array element.
ndim	Number of dimensions in the data array.
properties	A dictionary of the CF properties.
second	The second of each data array element.
shape	Tuple of the data array’s dimension sizes.
size	Number of elements in the data array.
subspace	Return a new variable whose data is subspaced.
unique	The unique elements of the array.
Units	The cf.Units object containing the units of the data array.
varray	A numpy array view of the data array.
year	The year of each data array element.

Variable methods

asdatetime	Change the internal representation of data array elements from numeric reference times to datatime-like objects.
asreftime	Change the internal representation of data array elements from datatime-like objects to numeric reference times.
binary_mask	Return a binary (0 and 1) missing data mask of the data array.
chunk	Partition the data array.
clip	Clip (limit) the values in the data array in place.
close	Close all files referenced by the variable.
copy	Return a deep copy.
cos	Take the trigonometric cosine of the data array.
datum	Return an element of the data array as a standard Python scalar.
delattr	Delete a named attribute.
delprop	Delete a CF property.
dump	Return a string containing a full description of the instance.
equals	True if two variables are logically equal, False otherwise.
expand_dims	Insert a size 1 axis into the data array.
fill_value	Return the data array missing data value.
flip	Flip dimensions of the data array in place.
getattr	Get a named attribute.
getprop	Get a CF property.
hasattr	Return whether an attribute exists.
hasprop	Return True if a CF property exists, otherise False.
identity	Return the variable’s identity.
insert_data	Insert a new data array into the variable in place.
mask_invalid	Mask the array where invalid values occur (NaNs or infs).
match	Determine whether or not a variable satisfies conditions.
name	Return a name for the variable.
override_units	Override the data array units in place.
select	Return the instance if it matches the given conditions.
setattr	Set a named attribute.
setdata	Set data array elements depending on a condition.
setprop	Set a CF property.
sin	Take the trigonometric sine of the data array.
squeeze	Remove size 1 dimensions from the data array in place.
transpose	Permute the dimensions of the data array.