tardis.transport.montecarlo.packet_trackers module

class tardis.transport.montecarlo.packet_trackers.RPacketLastInteractionTracker(*args, **kwargs)

Bases: RPacketLastInteractionTracker

Numba JITCLASS for storing the last interaction the RPacket undergoes.

Parameters:

indexint

Index position of each RPacket

rfloat

Radius of the shell where the RPacket is present

nufloat

Frequency of the RPacket

energyfloat

Energy possessed by the RPacket

shell_idint

Current Shell No in which the last interaction happened

interaction_type: int

Type of interaction the rpacket undergoes

Initialize properties with default values

class_type = jitclass.RPacketLastInteractionTracker#7f04e9e05fd0<index:int64,r:float64,nu:float64,energy:float64,shell_id:int64,interaction_type:int64>

class tardis.transport.montecarlo.packet_trackers.RPacketTracker(*args, **kwargs)

Bases: RPacketTracker

Numba JITCLASS for storing the information for each interaction a RPacket instance undergoes.

Parameters:

lengthint

Length of the initial array that is instantiated

seedint

Seed for each RPacket

indexint

Index position of each RPacket

statusint

Current status of the RPacket as per interactions

rfloat

Radius of the shell where the RPacket is present

nufloat

Frequency of the RPacket

mufloat

Cosine of the angle made by the direction of movement of the RPacket from its original direction

energyfloat

Energy possessed by the RPacket at a particular shell

shell_idint

Current Shell No in which the RPacket is present

interaction_type: int

Type of interaction the rpacket undergoes

num_interactionsint

Internal counter for the interactions that a particular RPacket undergoes

extend_factorint

The factor by which to extend the properties array when the size limit is reached

Initialize the variables with default value

class_type = jitclass.RPacketTracker#7f04eadeae40<seed:int64,index:int64,status:array(int64, 1d, A),r:array(float64, 1d, A),nu:array(float64, 1d, A),mu:array(float64, 1d, A),energy:array(float64, 1d, A),shell_id:array(int64, 1d, A),interaction_type:array(int64, 1d, A),boundary_interaction:unaligned array(Record(event_id[type=int64;offset=0],current_shell_id[type=int64;offset=8],next_shell_id[type=int64;offset=16];24;False), 1d, A),num_interactions:int64,boundary_interactions_index:int64,event_id:int64,extend_factor:int64>

tardis.transport.montecarlo.packet_trackers.generate_rpacket_last_interaction_tracker_list(no_of_packets)

Parameters:

no_of_packetsThe count of RPackets that are sent in the ejecta

Returns:

A list containing RPacketLastInteractionTracker for each RPacket

tardis.transport.montecarlo.packet_trackers.generate_rpacket_tracker_list(no_of_packets, length)

Parameters:

no_of_packetsThe count of RPackets that are sent in the ejecta

lengthinitial length of the tracking array

Returns:

A list containing RPacketTracker for each RPacket

tardis.transport.montecarlo.packet_trackers.rpacket_trackers_to_dataframe(rpacket_trackers)

Generates a dataframe from the rpacket_trackers list of RPacketCollection Objects.

Parameters:

rpacket_trackersnumba.typed.typedlist.List

list of individual RPacketCollection class objects

Returns:

pandas.core.frame.DataFrame

Dataframe containing properties of RPackets as columns like status, seed, r, nu, mu, energy, shell_id, interaction_type