Temporal Properties#

class raphtory.TemporalProp#

Bases: object

A view of a temporal property

Methods:

`at`(t)	Get the value of the property at time t
`average`()	Compute the average of all property values.
`count`()	Count the number of properties.
`history`()	Get the timestamps at which the property was updated
`history_date_time`()	Get the timestamps at which the property was updated
`items`()	List update timestamps and corresponding property values
`items_date_time`()	List update timestamps and corresponding property values
`max`()	Find the maximum property value and its associated time.
`mean`()	Compute the mean of all property values.
`median`()	Compute the median of all property values.
`min`()	Find the minimum property value and its associated time.
`ordered_dedupe`(latest_time)
`sum`()	Compute the sum of all property values.
`unique`()
`value`()	Get the latest value of the property
`values`()	Get the property values for each update

at(t)#: Get the value of the property at time t

average()#

Compute the average of all property values. Alias for mean().

Returns:: The average of each property values, or None if count is zero.
Return type:: Prop

count()#

Count the number of properties.

Returns:: The number of properties.
Return type:: int

history()#: Get the timestamps at which the property was updated

history_date_time()#: Get the timestamps at which the property was updated

items()#: List update timestamps and corresponding property values

items_date_time()#: List update timestamps and corresponding property values

max()#

Find the maximum property value and its associated time.

Returns:: A tuple containing the time and the maximum property value.
Return type:: (i64, Prop)

mean()#

Compute the mean of all property values. Alias for mean().

Returns:: The mean of each property values, or None if count is zero.
Return type:: Prop

median()#

Compute the median of all property values.

Returns:: A tuple containing the time and the median property value, or None if empty
Return type:: (i64, Prop)

min()#

Find the minimum property value and its associated time.

Returns:: A tuple containing the time and the minimum property value.
Return type:: (i64, Prop)

ordered_dedupe(latest_time)#

sum()#

Compute the sum of all property values.

Returns:: The sum of all property values.
Return type:: Prop

unique()#

value()#: Get the latest value of the property

values()#: Get the property values for each update

class raphtory.TemporalProperties#

Bases: object

A view of the temporal properties of an entity

Methods:

`get`(key)	Get property value for key if it exists
`histories`()	Get the histories of all properties
`histories_date_time`()	Get the histories of all properties
`items`()	List the property keys together with the corresponding values
`keys`()	List the available property keys
`latest`()	Get the latest value of all properties
`values`()	List the values of the properties

get(key)#

Get property value for key if it exists

Returns:: the property view if it exists, otherwise None

histories()#

Get the histories of all properties

Returns:: the mapping of property keys to histories
Return type:: dict[str, list[(int, Any)]]

histories_date_time()#

Get the histories of all properties

Returns:: the mapping of property keys to histories
Return type:: dict[str, list[(datetime, Any)]]

items()#: List the property keys together with the corresponding values

keys()#: List the available property keys

latest()#

Get the latest value of all properties

Returns:: the mapping of property keys to latest values
Return type:: dict[str, Any]

values()#

List the values of the properties

Returns:: the list of property views
Return type:: list[TemporalProp]