...
 
Commits (28)
#!/usr/bin/env python3.6
import sys
import prrt
......
1. Clone the branch:
git clone --single-branch --branch feature/hecClasses https://git.nt.uni-saarland.de/LARN/PRRT.git
2. Find a pattern in files
grep -rnw '/path/to/somewhere/' -e 'pattern'
r = recursive i.e, search subdirectories within the current directory
n = to print the line numbers to stdout
i = case insensitive search
\ No newline at end of file
app_max_latency,app_max_residual_loss_rate,app_data_rate,app_pkt_length,ch_loss_rate,ch_rtt_prop_fwd,ch_data_rate_btl_fwd,sys_block_coding_dly,sys_red_pkt_trans_dly,sys_proc_dly,sys_pkt_loss_detection_dly,sys_src_pkt_interval
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,0.0005,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,0.0005,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,0.0005,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,0.0005,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,0.00014,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,0.00014,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,0.00014,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,0.00014,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,4e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,4e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,4e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,4e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,1e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,1e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,1e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0027,400.0,1e-06,3e-05,1e-05,1e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,0.0005,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,0.0005,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,0.0005,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,0.0005,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,0.00014,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,0.00014,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,0.00014,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,0.00014,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,4e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,4e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,4e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,4e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,1e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,1e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,1e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.0005,1e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,0.0005,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,0.0005,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,0.0005,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,0.0005,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,0.00014,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,0.00014,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,0.00014,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,0.00014,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,4e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,4e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,4e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,4e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,1e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,1e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,1e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,0.00014,1e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,0.0005,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,0.0005,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,0.0005,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,0.0005,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,0.00014,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,0.00014,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,0.00014,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,0.00014,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,4e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,4e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,4e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,4e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,1e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,1e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,1e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,4e-05,1e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,0.0005,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,0.0005,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,0.0005,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,0.0005,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,0.00014,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,0.00014,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,0.00014,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,0.00014,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,4e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,4e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,4e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,4e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,1e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,1e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,1e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,30.0,1e-05,1e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,0.0005,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,0.0005,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,0.0005,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,0.0005,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,0.00014,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,0.00014,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,0.00014,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,0.00014,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,4e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,4e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,4e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,4e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,1e-05,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,1e-05,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,1e-05,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.0005,1e-05,0.0001
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.00014,0.0005,0.5
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.00014,0.0005,0.0292
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.00014,0.0005,0.0017
1.0,0.00073681,10000000.0,428.0,2.71e-06,0.0001,10000000.0,0.01,0.30652,0.00014,0.0005,0.0001
app_max_latency,app_max_residual_loss_rate,app_data_rate,app_pkt_length,ch_loss_rate,ch_rtt_prop_fwd,ch_data_rate_btl_fwd,sys_block_coding_dly,sys_red_pkt_trans_dly,sys_proc_dly,sys_pkt_loss_detection_dly,sys_src_pkt_interval
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,0.0005,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,0.0005,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,0.0005,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,0.0005,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,0.00014,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,0.00014,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,0.00014,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,0.00014,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,4e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,4e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,4e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,4e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,1e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,1e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,1e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.0005,1e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,0.0005,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,0.0005,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,0.0005,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,0.0005,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,0.00014,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,0.00014,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,0.00014,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,0.00014,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,4e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,4e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,4e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,4e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,1e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,1e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,1e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,0.00014,1e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,4e-05,0.0005,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,4e-05,0.0005,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,4e-05,0.0005,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,4e-05,0.0005,0.0001
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1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,0.01,30.0,4e-05,0.00014,0.0292
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1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,0.00014,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,0.00014,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,4e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,4e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,4e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,4e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,1e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,1e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,1e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,0.00014,1e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,0.0005,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,0.0005,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,0.0005,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,0.0005,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,0.00014,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,0.00014,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,0.00014,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,0.00014,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,4e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,4e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,4e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,4e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,1e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,1e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,1e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,4e-05,1e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,0.0005,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,0.0005,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,0.0005,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,0.0005,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,0.00014,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,0.00014,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,0.00014,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,0.00014,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,4e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,4e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,4e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,4e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,1e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,1e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,1e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,0.00313,1e-05,1e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,0.0005,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,0.0005,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,0.0005,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,0.0005,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,0.00014,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,0.00014,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,0.00014,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,0.00014,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,4e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,4e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,4e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,4e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,1e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,1e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,1e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.0005,1e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,0.0005,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,0.0005,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,0.0005,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,0.0005,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,0.00014,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,0.00014,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,0.00014,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,0.00014,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,4e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,4e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,4e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,4e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,1e-05,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,1e-05,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,1e-05,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,0.00014,1e-05,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,4e-05,0.0005,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,4e-05,0.0005,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,4e-05,0.0005,0.0017
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,4e-05,0.0005,0.0001
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,4e-05,0.00014,0.5
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,4e-05,0.00014,0.0292
1000.0,0.2,10000000.0,40.0,0.2,2.0,10000000.0,1e-06,3e-05,4e-05,0.00014,0.0017
import prrt
import math
import numpy as np
import restricted_integer_composition as ric
import prrt_utils
class HECSearch:
def __init__(self, searchType, n_p_min, n_p_max, prrtApplicationParameters, prrtChannelParameters,
prrtSystemParameters):
self.n_max = 255
self.step_size = 1 # Step size in the estimation of the optimum code word length
self.n_p_min = n_p_min
self.n_p_max = n_p_max
self.prrtApplicationParameters = prrtApplicationParameters
self.prrtChannelParameters = prrtChannelParameters
self.prrtSystemParameters = prrtSystemParameters
self.searchType = searchType
pass
def search(self):
ri_opt = math.inf
k_opt = 0
n_opt = 0
n_p_opt = []
n_c_cap = 20
# Eq.5.9, page 125
fec_delay_min = self.prrtSystemParameters.source_packet_interval + \
self.n_p_max * self.prrtSystemParameters.redundancy_packet_transmission_delay + \
(self.prrtChannelParameters.rtt_prop_fwd + self.prrtSystemParameters.processing_delay) / 2 + \
self.prrtSystemParameters.packet_loss_detection_delay
# Eq.5.9 page 125 assumung D_sup = 0
req_delay = self.prrtChannelParameters.rtt_prop_fwd + \
self.n_p_max * self.prrtSystemParameters.redundancy_packet_transmission_delay + \
self.prrtSystemParameters.processing_delay
# Eq.5.10, page 125
n_c_max = math.ceil((self.prrtApplicationParameters.max_latency - fec_delay_min) / req_delay)
if n_c_max > n_c_cap:
n_c_max = n_c_cap
# self.k_lim = somewhat(prrtApplicationParameters.loss_tolerance, self.n_max)
if self.searchType == "FullSearch":
for n_c in range(n_c_max + 1):
# Eq.5.11, k(Nc, D_T), page 125
k_max = min(self.get_k(n_c, req_delay), self.get_k_lim(1, self.n_max))
for k in range(1, k_max + 1):
n = self.estimate_n_for_k(k)
repair_schedules = ric.gen_repair_schedules(n - k, n_c, self.n_p_min, self.n_p_max, False)
for repair_schedule in repair_schedules:
coding_conf = prrt.PrrtCodingConfiguration(n, k, repair_schedule, self.prrtApplicationParameters, self.prrtChannelParameters, self.prrtSystemParameters)
ri = coding_conf.get_redundant_information()
if ri < ri_opt:
k_opt = k
n_opt = n
n_p_opt = repair_schedule
return prrt.PrrtCodingConfiguration(n_opt, k_opt, n_p_opt)
if self.searchType == "GreedySearch":
for n_c in range(1, n_c_max + 1):
# print("n_c= " + str(n_c))
# Eq.5.11, k(Nc, D_T), page 125
k_max = min(self.get_k(n_c, req_delay), self.get_k_lim(1, self.n_max))
for k in [1, k_max]:
n = self.estimate_n_for_k(k)
redundancy = n - k
if redundancy < n_c:
continue
repair_schedule = ric.gen_repair_schedule(redundancy, n_c, self.n_p_min, self.n_p_max)
coding_conf = prrt.PrrtCodingConfiguration(n, k, repair_schedule, self.prrtApplicationParameters,
self.prrtChannelParameters, self.prrtSystemParameters)
ri = coding_conf.get_redundant_information()
if ri < ri_opt:
ri_opt = ri
k_opt = k
n_opt = n
n_p_opt = repair_schedule
return prrt.PrrtCodingConfiguration(n_opt, k_opt, n_p_opt)
def get_k(self, n_c, req_delay):
return math.ceil((self.prrtApplicationParameters.max_latency -
self.n_p_max * self.prrtSystemParameters.redundancy_packet_transmission_delay -
(self.prrtChannelParameters.rtt_prop_fwd + self.prrtSystemParameters.processing_delay) / 2 -
self.prrtSystemParameters.packet_loss_detection_delay -
n_c * req_delay) / self.prrtSystemParameters.source_packet_interval)
def get_k_lim(self, start, end):
if end < start:
return start
mid_point = math.ceil((end + start) / 2)
p_r = np.around(self.residual_packet_erasure_rate(mid_point, self.n_max, self.prrtChannelParameters.loss_rate_fwd), 8) # Pr(k, n_max)
if p_r == self.prrtApplicationParameters.max_residual_loss_rate:
return int(mid_point)
elif p_r > self.prrtApplicationParameters.max_residual_loss_rate:
return self.get_k_lim(start, mid_point - 1)
else:
return self.get_k_lim(mid_point + 1, end)
def estimate_n_for_k(self, k):
n = k + 1
while self.residual_packet_erasure_rate(k, n, self.prrtChannelParameters.loss_rate_fwd) > self.prrtApplicationParameters.max_residual_loss_rate \
and n <= self.n_max - self.step_size:
n = n + self.step_size
return n
def residual_packet_erasure_rate(self, k, n, ch_loss_rate):
# codingConf = prrt.PrrtCodingConfiguration(1,1,[0])
total_packet_erasure = 0
for i in range(1, k + 1):
for j in range(max(n - k + 1, i), n - k + i + 1):
packet_erasure_at_i = i * prrt_utils.hypergeometric_distribution(n, k, i, j) \
* prrt_utils.get_error_prob(j, n, ch_loss_rate)
total_packet_erasure += packet_erasure_at_i
residual_packet_erasure_rate = (1 / k) * total_packet_erasure # Pr(k, n)
return residual_packet_erasure_rate
......@@ -9,6 +9,8 @@ cimport cprrt
import datetime
import socket
import ipaddress
import numpy as np
import prrt_utils
include "sockets.pxd"
......@@ -106,27 +108,207 @@ cdef sockaddr_to_addr_and_port(sockaddr_in addr):
class PayloadTooBigException(Exception):
pass
class PrrtChannelParameters:
def __init__(self,
loss_rate_fwd,
loss_rate_bwd,
rtt_prop_fwd,
rtt_prop_bwd,
data_rate_btl_fwd,
data_rate_btl_bwd):
self.loss_rate_fwd = loss_rate_fwd
self.loss_rate_bwd = loss_rate_bwd
self.rtt_prop_fwd = rtt_prop_fwd
self.rtt_prop_bwd = rtt_prop_bwd
self.data_rate_btl_fwd = data_rate_btl_fwd
self.data_rate_btl_bwd = data_rate_btl_bwd
def get_bandwidth_delay_fwd(self):
return self.data_rate_btl_fwd * self.rtt_prop_fwd
def get_bandwidth_delay_bwd(self):
return self.data_rate_btl_bwd * self.rtt_prop_bwd
# TODO
def get_ri_opt(self, applicationParameters):
return 0
def __repr__(self):
return "PrrtChannelParameters(" \
"loss_rate_fwd={}," \
"loss_rate_bwd={}," \
"rtt_prop_fwd={}," \
"rtt_prop_bwd={}," \
"data_rate_btl_fwd={}," \
"data_rate_btl_bwd={})".format(self.loss_rate_fwd,
self.loss_rate_bwd,
self.rtt_prop_fwd,
self.rtt_prop_bwd,
self.data_rate_btl_fwd,
self.data_rate_btl_bwd)
def __str__(self):
return "({},{},{},{},{},{})".format(self.loss_rate_fwd,
self.loss_rate_bwd,
self.rtt_prop_fwd,
self.rtt_prop_bwd,
self.data_rate_btl_fwd,
self.data_rate_btl_bwd)
class PrrtApplicationParameters:
# max_latency float in seconds
# max_residual_loss_rate in percent
def __init__(self,
max_latency,
max_residual_loss_rate,
data_rate,
pkt_length):
self.max_latency = max_latency
self.max_residual_loss_rate = max_residual_loss_rate
self.data_rate = data_rate
self.pkt_length = pkt_length
def __repr__(self):
return "PrrtApplicationParameters(max_latency={}, " \
"max_residual_loss_rate={}, " \
"data_rate={}, pkt_length={})".format(self.max_latency,
self.max_residual_loss_rate,
self.data_rate,
self.pkt_length)
def __str__(self):
return "({},{},{},{})".format(self.max_latency,
self.max_residual_loss_rate,
self.data_rate,
self.pkt_length)
class PrrtSystemParameters:
def __init__(self,
block_coding_delay,
redundancy_packet_transmission_delay,
processing_delay,
packet_loss_detection_delay,
source_packet_interval):
self.block_coding_delay = block_coding_delay
self.redundancy_packet_transmission_delay = redundancy_packet_transmission_delay
self.processing_delay = processing_delay
self.packet_loss_detection_delay = packet_loss_detection_delay
self.source_packet_interval = source_packet_interval
def __repr__(self):
return "PrrtSystemParameters(block_coding_delay={}," \
"redundancy_packet_transmission_delay={}," \
"processing_delay={}," \
"packet_loss_detection_delay={}," \
"source_packet_interval={})".format(self.block_coding_delay,
self.redundancy_packet_transmission_delay,
self.processing_delay,
self.packet_loss_detection_delay,
self.source_packet_interval)
def __str__(self):
return "({},{},{},{},{})".format(self.block_coding_delay,
self.redundancy_packet_transmission_delay,
self.processing_delay,
self.packet_loss_detection_delay,
self.source_packet_interval)
class PrrtCodingConfiguration:
def __init__(self, n, k, n_cycle=None):
def __init__(self,
n,
k,
n_p=None,
prrtApplicationParameters=None,
prrtChannelParameters = None,
prrtSystemParameters = None):
if n < k:
raise ValueError("n must be greater or equal k.")
self.n = n
self.k = k
self.r = n - k
self.prrtApplicationParameters = prrtApplicationParameters
self.prrtChannelParameters = prrtChannelParameters
self.prrtSystemParameters = prrtSystemParameters
if self.r != 0 and n_cycle is None:
raise ValueError("n_cycle cannot be None if (n-k) != 0.")
if sum(n_cycle) != (n-k):
raise ValueError("The elements in n_cycle must sum up to n-k.")
if self.r != 0 and n_p is None:
raise ValueError("n_p cannot be None if (n-k) != 0.")
#
if sum(n_p) != (n-k):
raise ValueError("The elements in n_p must sum up to n-k.")
self.n_cycle = n_cycle if n_cycle is not None else [0]
self.n_p = n_p if n_p is not None else [0]
def __repr__(self):
return "PrrtCodingConfiguration(n={},k={},n_cycle={})".format(self.n, self.k, self.n_cycle)
return "PrrtCodingConfiguration(n={},k={},n_p={})".format(self.n, self.k, self.n_p)
def __str__(self):
return "({},{},{})".format(self.n, self.k, self.n_cycle)
return "({},{},{})".format(self.n, self.k, self.n_p)
# TODO
# def __eq__()
# Calculate the redundancy information this coding configuration causes, given a certain channel.
def sum_error_prob_over_sent_packets(self, sent_packets_item, p_e):
error_prob = 0
for i in range(sent_packets_item + 1, sent_packets_item + self.k + 1):
error_prob += prrt_utils.get_error_prob(i, sent_packets_item + self.k, p_e)
return error_prob
def get_redundant_information(self):
p_e = self.prrtChannelParameters.loss_rate_fwd
sent_redundant_packets = np.cumsum(self.n_p) # Cumulative sum of all redundant packets up to each cycle
error_prob_up_to_every_cycle = list(
map(lambda x: self.sum_error_prob_over_sent_packets(x, p_e), sent_redundant_packets[1:]))
ri = 1 / self.k * self.n_p[0] + 1 / self.k * np.dot(error_prob_up_to_every_cycle, self.n_p[1:])
return ri
def get_ri_min(self, prrtChannelParameters):
p_e = prrtChannelParameters.loss_rate_fwd
return p_e / (1 - p_e)
def get_ri_residual(self, prrtChannelParameters, prrtApplicationParameters):
p_e = prrtChannelParameters.loss_rate_fwd
p_res = prrtApplicationParameters.max_residual_loss_rate
if (p_e >= p_res):
return (p_e - p_res) / (1 - p_e)
else:
return 0
def is_valid_for(self, prrtApplicationParameters, prrtChannelParameters, prrtSystemParameters):
if (self.is_maximum_latency_fulfilled(prrtApplicationParameters, prrtChannelParameters,
prrtSystemParameters) and
self.is_maximum_loss_fulfilled(prrtApplicationParameters, prrtChannelParameters, prrtSystemParameters)):
return True
def is_maximum_latency_fulfilled(self, prrtApplicationParameters, prrtChannelParameters, prrtSystemParameters):
fec_delay = prrtSystemParameters.block_coding_delay + self.n_p[
0] * prrtSystemParameters.redundancy_packet_transmission_delay + \
(prrtChannelParameters.rtt_prop_fwd + prrtSystemParameters.processing_delay) / 2 + \
prrtSystemParameters.packet_loss_detection_delay
req_delay_list = list(map(lambda c: prrtChannelParameters.rtt_prop_fwd
+ np.dot(self.n_p[c], prrtSystemParameters.redundancy_packet_transmission_delay)
+ prrtSystemParameters.processing_delay))
if (fec_delay + np.dot(self.len(self.n_p), req_delay_list) <= prrtApplicationParameters.max_latency):
return True
def is_maximum_loss_fulfilled(self, prrtApplicationParameters, prrtChannelParameters):
total_packet_erasure = 0
for i in range(1, self.k):
for j in range(max(self.n - self.k + 1, i), self.n - self.k + i):
packet_erasure_at_i = i * prrt_utils.hypergeometric_distribution(self.n, self.k, i, j) * prrt_utils.get_error_prob(
j,
self.n,
prrtChannelParameters.loss_rate_fwd)
total_packet_erasure += packet_erasure_at_i
residual_packet_erasure_rate = (1 / self.k) * total_packet_erasure # Pr(k, n)
if (residual_packet_erasure_rate <= prrtApplicationParameters.max_residual_loss_rate):
return True
cdef class PrrtSocket:
cdef cprrt.PrrtSocket* _c_socket
......@@ -141,21 +323,67 @@ cdef class PrrtSocket:
cprrt.PrrtSocket_bind(self._c_socket, host.encode("utf8"), port)
# Channel Properties
property data_rate_btl_fwd:
property prrt_channel_parameters:
def __get__(self):
return PrrtChannelParameters(cprrt.PrrtSocket_get_plr_fwd(self._c_socket),
0, # TODO: Implement PrrtSocket_get_plr_bwd
cprrt.PrrtSocket_get_rtprop_fwd(self._c_socket) * 0.000001,
0, # TODO: Implement PrrtSocket_get_rtprop_bwd
cprrt.PrrtSocket_get_btlbw_fwd(self._c_socket),
cprrt.PrrtSocket_get_btlbw_back(self._c_socket))
property prrt_system_parameters:
def __get__(self):
TODO = "" # Measured by X-Lap
return PrrtSystemParameters(self.block_coding_delay(),
self.redundancy_packet_transmission_delay(),
self.processing_delay(), # processing_delay
self.packet_loss_detection_delay(), # packet_loss_detection_delay
self.source_packet_interval())
property prrt_application_parameters:
def __get__(self):
return PrrtApplicationParameters(self.max_latency(),
self.max_residual_loss_rate(),
self.data_rate(),
self.maximum_payload_size())
property block_coding_delay:
def __get__(self):
return 0
property redundancy_packet_transmission_delay:
def __get__(self):
return cprrt.PrrtSocket_get_btlbw_fwd(self._c_socket)
# len(data) / cprrt.PrrtSocket_get_btlbw_fwd(self._c_socket)
return 0
property data_rate_btl_back:
property processing_delay:
def __get__(self):
return cprrt.PrrtSocket_get_btlbw_back(self._c_socket)
return 0
property rtt_prop_fwd:
property packet_loss_detection_delay:
def __get__(self):
return cprrt.PrrtSocket_get_rtprop_fwd(self._c_socket) * 0.000001
return 0
property loss_rate_fwd:
property source_packet_interval:
def __get__(self):
return cprrt.PrrtSocket_get_plr_fwd(self._c_socket)
return 0.01 # in seconds
# property data_rate_btl_fwd:
# def __get__(self):
# return cprrt.PrrtSocket_get_btlbw_fwd(self._c_socket)
#
# property data_rate_btl_back:
# def __get__(self):
# return cprrt.PrrtSocket_get_btlbw_back(self._c_socket)
#
# property rtt_prop_fwd:
# def __get__(self):
# return cprrt.PrrtSocket_get_rtprop_fwd(self._c_socket) * 0.000001
#
# property loss_rate_fwd:
# def __get__(self):
# return cprrt.PrrtSocket_get_plr_fwd(self._c_socket)
# Application Properties
property target_delay:
......
from scipy.special import comb
# TODO: Maybe running in parallel to optimize runtime
# Pm(e, m), Eq. 3.45, Page 91
def get_error_prob(j, sent_packets_item, p_e):
return comb(sent_packets_item, j) * (p_e ** j) * ((1 - p_e) ** (sent_packets_item - j))
# TODO
# Check if it is able to fulfill application parameters given channel parameters.
def hypergeometric_distribution(n, k, i, j):
return (comb(k, i) * comb(n - k, j - i)) / comb(n, j)
\ No newline at end of file
# import pyximport; pyximport.install()
import itertools
def generate_ric(redundancy, positions, min, max):
cdef c_redundancy = redundancy
cdef c_positions = positions
cdef c_min = min