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No improvement after scaffolding #27

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vasanth87 opened this issue Mar 19, 2016 · 9 comments
Closed

No improvement after scaffolding #27

vasanth87 opened this issue Mar 19, 2016 · 9 comments

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@vasanth87
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I was using 2 sets of PE libraries, 6 sets of MP libraries, and a relatively small BAC-end library to scaffold a plant genome of ~750MB. But I do not see any difference between the input contigs and the resulting scaffolds after using BESST. (The command used is: runBESST -c contigs.fasta -f 300_bwa_sorted.bam 500_bwa_sorted.bam 3k_bwa_sorted.bam 5k_bwa_sorted.bam 10k_bwa_sorted.bam 10knew_bwa_sorted.bam 15k_bwa_sorted.bam 20k_bwa_sorted.bam bac_bwa_sorted.bam --orientation fr fr rf rf rf rf rf rf fr)
The last few lines of the Statistics.txt are below:
Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 5.29289245605e-05
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 0.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 8: 4.90158486366
(super)Contigs after scaffolding: 176
L50: 0 N50: 0 Initial contig assembly length: 735565227
Total time for scaffolding: 4683.50872993

However, when I use only the BAC-end library, I do see improvements in the scaffolds. (The command used is: runBESST -c contigs.fasta -f bac_bwa_sorted.bam --orientation fr)
The last few lines of the Statistics.txt are below:
Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 0.00954294204712
4 paths detected are with score greater or equal to 1.5
Path: path length: 1.0, nr bad links: 0, score: 12
Path taken! path length: 1.0, nr bad links: 0, score: 12
Path: path length: 1.0, nr bad links: 0, score: 11
Path taken! path length: 1.0, nr bad links: 0, score: 11
Path: path length: 1.0, nr bad links: 0, score: 10
Path taken! path length: 1.0, nr bad links: 0, score: 10
Path: path length: 1.0, nr bad links: 0, score: 8
Path taken! path length: 1.0, nr bad links: 0, score: 8
Nr of contigs left: 3973.0 Nr of linking edges left: 66.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 8
Time elapsed for making scaffolds, iteration 0: 6.29209303856
(super)Contigs after scaffolding: 3973
L50: 91 N50: 2062798 Initial contig assembly length: 735565227
Total time for scaffolding: 31.9193239212

Any help would be appreciated. Thank you.

@ksahlin
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ksahlin commented Mar 20, 2016

Hi,

Please email me the full Statistics.txt file and I can take a look.

Thanks for reporting,
K

@vasanth87
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Author

Dear Kristoffer,

Thank you for the email. Please find attached the statistics of a) all
libraries and b) only bac-end library.

Best Regards,
Vasanth

On Mon, Mar 21, 2016 at 7:20 AM, Kristoffer [email protected]
wrote:

Hi,

Please email me the full Statistics.txt file and I can take a look.

Thanks for reporting,
K


You are receiving this because you authored the thread.
Reply to this email directly or view it on GitHub
#27 (comment)

Time elapsed for reading in contig sequences:6.37683582306

PASS 1

Mean before filtering : 372.398304
Std_est before filtering: 3180.66862199
Mean converged: 365.667776773
Std_est converged: 29.3607772555
Skewness of distribution: -0.254692719394
mode for chunk size 1 : 363.5
mode for chunk size 6 : 363.0
mode for chunk size 11 : 368.5
mode for chunk size 16 : 360.0
mode for chunk size 21 : 367.5
mode for chunk size 26 : 377.0
mode for chunk size 31 : 356.5
mode for chunk size 36 : 378.0
mode for chunk size 41 : 348.5
mode for chunk size 46 : 345.0
mode for chunk size 51 : 382.5
mode for chunk size 56 : 364.0
mode for chunk size 61 : 396.5
mode for chunk size 66 : 363.0
mode for chunk size 71 : 390.5
mode for chunk size 76 : 342.0
mode for chunk size 81 : 364.5
mode for chunk size 86 : 387.0
mode for chunk size 91 : 409.5
mode for chunk size 96 : 336.0
mode for chunk size 101 : 353.5
Mean of getdistr adjusted distribution: 365.669006037
Sigma of getdistr adjusted distribution: 29.3606060779
Skewness of getdistr adjusted distribution: -0.254645277472
Median of getdistr adjusted distribution: 367
Mode of getdistr adjusted distribution: 364
Using mean and stddev of getdistr adjusted distribution from here: 365.669006037 29.3606060779
Contamine mean before filtering : 13600.4023529
Contamine stddev before filtering: 23729.8819315
Contamine mean converged: 13600.4023529
Contamine std_est converged: 23729.8819315

LIBRARY STATISTICS
Mean of library set to: 365.669006037
Standard deviation of library set to: 29.3606060779
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 17.0
-T (library insert size threshold) set to: 483.111430349
-k set to (Scaffolding with contigs larger than): 483.111430349
Number of links required to create an edge: 3
Read length set to: 140.76

Time elapsed for getting libmetrics, iteration 0: 24.3527109623

Parsing BAM file...
L50: 104 N50: 1830268 Initial contig assembly length: 735565227
Nr of contigs that was singeled out due to length constraints 0
Time initializing BESST objects: 0.0419070720673
Nr of contigs/scaffolds included in scaffolding: 4137
Total time elapsed for initializing Graph: 0.0400931835175
Reading bam file and creating scaffold graph...
ELAPSED reading file: 1770.56529999
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 6520696
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 4562901
Reads with too large insert size from "USEFUL READS" (filtered out): 6411884
Initial number of edges in G (the graph with large contigs): 4160
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 4160
Number of duplicated reads indicated and removed: 107994
Mean coverage before filtering out extreme observations = 123.343334305
Std dev of coverage before filtering out extreme observations= 308.414980648
Mean coverage after filtering = 0.0
Std coverage after filtering = 0.0
Length of longest contig in calc of coverage: 11504932
Length of shortest contig in calc of coverage: 638
Detecting repeats..
Removed a total of: 3961 repeats. With coverage larger than 0.0
Number of edges in G (after repeat removel): 176
Number of edges in G_prime (after repeat removel): 176
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 176
Number of edges in G_prime (after filtering for buggy flag stats reporting): 176
Number of significantly spurious edges: 0
Number of fishy edges in G_prime 0
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 176
Total time for CreateGraph-module, iteration 0: 1781.640939

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
176 isolated contigs removed from graph.
Remove edges from node if more than two edges
Number of edges in G before: 0
Number of edges in G after: 0
%-age removed edges: Remove isolated nodes.
0 isolated contigs removed from graph.
Contigs/scaffolds left: 0
Remove remaining cycles...
0 cycles removed from graph.
Nr of new scaffolds created in this step: 0

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 0.000345945358276
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 176.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 0: 0.0105288028717

(super)Contigs after scaffolding: 176

PASS 2

Mean before filtering : 545.350935
Std_est before filtering: 3070.45594763
Mean converged: 535.914565251
Std_est converged: 46.5058237784
Skewness of distribution: -1.62612376404
mode for chunk size 1 : 545.5
mode for chunk size 6 : 543.0
mode for chunk size 11 : 544.5
mode for chunk size 16 : 536.0
mode for chunk size 21 : 535.5
mode for chunk size 26 : 533.0
mode for chunk size 31 : 542.5
mode for chunk size 36 : 558.0
mode for chunk size 41 : 553.5
mode for chunk size 46 : 529.0
mode for chunk size 51 : 535.5
mode for chunk size 56 : 532.0
mode for chunk size 61 : 518.5
mode for chunk size 66 : 561.0
mode for chunk size 71 : 532.5
mode for chunk size 76 : 570.0
mode for chunk size 81 : 526.5
mode for chunk size 86 : 559.0
mode for chunk size 91 : 500.5
mode for chunk size 96 : 528.0
mode for chunk size 101 : 555.5
Mean of getdistr adjusted distribution: 535.917649775
Sigma of getdistr adjusted distribution: 46.5032927042
Skewness of getdistr adjusted distribution: -1.62607651195
Median of getdistr adjusted distribution: 543
Mode of getdistr adjusted distribution: 536
Using mean and stddev of getdistr adjusted distribution from here: 535.917649775 46.5032927042
Contamine mean before filtering : 19347.8466667
Contamine stddev before filtering: 24660.9604453
Contamine mean converged: 19347.8466667
Contamine std_est converged: 24660.9604453

LIBRARY STATISTICS
Mean of library set to: 535.917649775
Standard deviation of library set to: 46.5032927042
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 90.0
-T (library insert size threshold) set to: 721.930820592
-k set to (Scaffolding with contigs larger than): 721.930820592
Number of links required to create an edge: 3
Read length set to: 128.39

Time elapsed for getting libmetrics, iteration 1: 28.3541140556

Parsing BAM file...
L50: 0 N50: 0 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 1
Time cleaning BESST objects for next library: 0.000275850296021
Nr of contigs/scaffolds included in scaffolding: 175
Total time elapsed for initializing Graph: 0.00162982940674
Reading bam file and creating scaffold graph...
ELAPSED reading file: 1329.05089402
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 0
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 0
Reads with too large insert size from "USEFUL READS" (filtered out): 0
Initial number of edges in G (the graph with large contigs): 175
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 176
Number of duplicated reads indicated and removed: 0
Mean coverage before filtering out extreme observations = 0.0
Std dev of coverage before filtering out extreme observations= 0.0
Mean coverage after filtering = 0.0
Std coverage after filtering = 0.0
Length of longest contig in calc of coverage: 9093
Length of shortest contig in calc of coverage: 738
Number of edges in G (after repeat removel): 175
Number of edges in G_prime (after repeat removel): 176
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 175
Number of edges in G_prime (after filtering for buggy flag stats reporting): 176
Number of significantly spurious edges: 0
Number of fishy edges in G_prime 0
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 176
Total time for CreateGraph-module, iteration 1: 1329.05656481

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
175 isolated contigs removed from graph.
Remove edges from node if more than two edges
Number of edges in G before: 0
Number of edges in G after: 0
%-age removed edges: Remove isolated nodes.
0 isolated contigs removed from graph.
Contigs/scaffolds left: 0
Remove remaining cycles...
0 cycles removed from graph.
Nr of new scaffolds created in this step: 0

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 0.000224113464355
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 176.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 1: 0.0135951042175

(super)Contigs after scaffolding: 176

PASS 3

Mean before filtering : 3242.973364
Std_est before filtering: 19236.4332395
Mean converged: 2784.93666285
Std_est converged: 289.787526505
Skewness of distribution: -1.09328834159
mode for chunk size 1 : 2837.5
mode for chunk size 6 : 2835.0
mode for chunk size 11 : 2832.5
mode for chunk size 16 : 2808.0
mode for chunk size 21 : 2824.5
mode for chunk size 26 : 2821.0
mode for chunk size 31 : 2836.5
mode for chunk size 36 : 2826.0
mode for chunk size 41 : 2849.5
mode for chunk size 46 : 2829.0
mode for chunk size 51 : 2881.5
mode for chunk size 56 : 2828.0
mode for chunk size 61 : 2836.5
mode for chunk size 66 : 2871.0
mode for chunk size 71 : 2875.5
mode for chunk size 76 : 2850.0
mode for chunk size 81 : 2875.5
mode for chunk size 86 : 2881.0
mode for chunk size 91 : 2866.5
mode for chunk size 96 : 2832.0
mode for chunk size 101 : 2878.5
Mean of getdistr adjusted distribution: 2785.05677268
Sigma of getdistr adjusted distribution: 289.721779082
Skewness of getdistr adjusted distribution: -1.09288478577
Median of getdistr adjusted distribution: 2819
Mode of getdistr adjusted distribution: 2836
Using mean and stddev of getdistr adjusted distribution from here: 2785.05677268 289.721779082
Contamine mean before filtering : 4489.03401318
Contamine stddev before filtering: 38544.1481971
Contamine mean converged: 2861.74448316
Contamine std_est converged: 747.200508131

LIBRARY STATISTICS
Mean of library set to: 2785.05677268
Standard deviation of library set to: 289.721779082
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 15498.0
-T (library insert size threshold) set to: 3943.943889
-k set to (Scaffolding with contigs larger than): 3943.943889
Number of links required to create an edge: 3
Read length set to: 93.5

Time elapsed for getting libmetrics, iteration 2: 30.964922905

Parsing BAM file...
L50: 0 N50: 0 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 124
Time cleaning BESST objects for next library: 0.000408887863159
Nr of contigs/scaffolds included in scaffolding: 51
Total time elapsed for initializing Graph: 0.00127387046814
Reading bam file and creating scaffold graph...
ELAPSED reading file: 645.988718033
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 0
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 0
Reads with too large insert size from "USEFUL READS" (filtered out): 0
Initial number of edges in G (the graph with large contigs): 51
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 176
Number of duplicated reads indicated and removed: 0
Mean coverage before filtering out extreme observations = 0.0
Std dev of coverage before filtering out extreme observations= 0.0
Mean coverage after filtering = 0.0
Std coverage after filtering = 0.0
Length of longest contig in calc of coverage: 9093
Length of shortest contig in calc of coverage: 3977
Number of edges in G (after repeat removel): 51
Number of edges in G_prime (after repeat removel): 176
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 51
Number of edges in G_prime (after filtering for buggy flag stats reporting): 176
Number of significantly spurious edges: 0
Number of fishy edges in G_prime 0
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 176
Total time for CreateGraph-module, iteration 2: 645.993239164

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
51 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 0.000230073928833
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 176.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 2: 0.0808601379395

(super)Contigs after scaffolding: 176

PASS 4

Mean before filtering : 5164.87230601
Std_est before filtering: 20752.8732547
Mean converged: 4689.4329894
Std_est converged: 360.05120148
Skewness of distribution: -1.10319210463
mode for chunk size 1 : 4667.5
mode for chunk size 6 : 4707.0
mode for chunk size 11 : 4702.5
mode for chunk size 16 : 4712.0
mode for chunk size 21 : 4672.5
mode for chunk size 26 : 4745.0
mode for chunk size 31 : 4727.5
mode for chunk size 36 : 4734.0
mode for chunk size 41 : 4735.5
mode for chunk size 46 : 4715.0
mode for chunk size 51 : 4717.5
mode for chunk size 56 : 4732.0
mode for chunk size 61 : 4727.5
mode for chunk size 66 : 4719.0
mode for chunk size 71 : 4721.5
mode for chunk size 76 : 4750.0
mode for chunk size 81 : 4738.5
mode for chunk size 86 : 4773.0
mode for chunk size 91 : 4686.5
mode for chunk size 96 : 4752.0
mode for chunk size 101 : 4696.5
Mean of getdistr adjusted distribution: 4689.51889071
Sigma of getdistr adjusted distribution: 359.948605511
Skewness of getdistr adjusted distribution: -1.10244341785
Median of getdistr adjusted distribution: 4720
Mode of getdistr adjusted distribution: 4721
Using mean and stddev of getdistr adjusted distribution from here: 4689.51889071 359.948605511
Contamine mean before filtering : 6131.06237162
Contamine stddev before filtering: 1675.91046374
Contamine mean converged: 6101.75788002
Contamine std_est converged: 679.721303996

LIBRARY STATISTICS
Mean of library set to: 4689.51889071
Standard deviation of library set to: 359.948605511
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 79378.0
-T (library insert size threshold) set to: 6129.31331276
-k set to (Scaffolding with contigs larger than): 6129.31331276
Number of links required to create an edge: 3
Read length set to: 87.55

Time elapsed for getting libmetrics, iteration 3: 39.8271889687

Parsing BAM file...
L50: 0 N50: 0 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 36
Time cleaning BESST objects for next library: 0.000304937362671
Nr of contigs/scaffolds included in scaffolding: 15
Total time elapsed for initializing Graph: 0.000835180282593
Reading bam file and creating scaffold graph...
ELAPSED reading file: 613.569844961
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 0
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 0
Reads with too large insert size from "USEFUL READS" (filtered out): 0
Initial number of edges in G (the graph with large contigs): 0
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 176
Number of duplicated reads indicated and removed: 0
Mean coverage before filtering out extreme observations = 0.0
Std dev of coverage before filtering out extreme observations= 0.0
Mean coverage after filtering = 0.0
Std coverage after filtering = 0.0
Length of longest contig in calc of coverage: 9093
Length of shortest contig in calc of coverage: 6202
Number of edges in G (after repeat removel): 0
Number of edges in G_prime (after repeat removel): 176
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 0
Number of edges in G_prime (after filtering for buggy flag stats reporting): 176
Number of fishy edges in G_prime 0
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 176
Total time for CreateGraph-module, iteration 3: 613.573138952

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
0 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 0.000216960906982
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 176.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 3: 0.122018098831

(super)Contigs after scaffolding: 176

PASS 5

Mean before filtering : 8605.9644549
Std_est before filtering: 21123.4280877
Mean converged: 8079.48831371
Std_est converged: 2086.19760294
Skewness of distribution: -1.7291177654
mode for chunk size 1 : 8554.5
mode for chunk size 6 : 8517.0
mode for chunk size 11 : 8519.5
mode for chunk size 16 : 8520.0
mode for chunk size 21 : 8515.5
mode for chunk size 26 : 8515.0
mode for chunk size 31 : 8509.5
mode for chunk size 36 : 8514.0
mode for chunk size 41 : 8507.5
mode for chunk size 46 : 8533.0
mode for chunk size 51 : 8440.5
mode for chunk size 56 : 8484.0
mode for chunk size 61 : 8509.5
mode for chunk size 66 : 8415.0
mode for chunk size 71 : 8484.5
mode for chunk size 76 : 8474.0
mode for chunk size 81 : 8464.5
mode for chunk size 86 : 8471.0
mode for chunk size 91 : 8508.5
mode for chunk size 96 : 8496.0
mode for chunk size 101 : 8433.5
Mean of getdistr adjusted distribution: 8085.07120851
Sigma of getdistr adjusted distribution: 2080.8069244
Skewness of getdistr adjusted distribution: -1.73188181587
Median of getdistr adjusted distribution: 8601
Mode of getdistr adjusted distribution: 8508
Using mean and stddev of getdistr adjusted distribution from here: 8085.07120851 2080.8069244
Contamine mean before filtering : 9592.43359706
Contamine stddev before filtering: 22313.2794387
Contamine mean converged: 9193.11413825
Contamine std_est converged: 2074.1896739

LIBRARY STATISTICS
Mean of library set to: 8085.07120851
Standard deviation of library set to: 2080.8069244
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 61224.0
-T (library insert size threshold) set to: 16408.2989061
-k set to (Scaffolding with contigs larger than): 16408.2989061
Number of links required to create an edge: 3
Read length set to: 91.33

Time elapsed for getting libmetrics, iteration 4: 24.5135059357

Parsing BAM file...
L50: 0 N50: 0 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 15
Time cleaning BESST objects for next library: 0.00025486946106
Nr of contigs/scaffolds included in scaffolding: 0
Total time for CreateGraph-module, iteration 4: 0.0024561882019

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
0 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 3.88622283936e-05
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 0.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 4: 0.374441862106

(super)Contigs after scaffolding: 176

PASS 6

Mean before filtering : 9895.02139207
Std_est before filtering: 19613.2410392
Mean converged: 9525.11375643
Std_est converged: 318.90826094
Skewness of distribution: -1.01750221179
mode for chunk size 1 : 9561.5
mode for chunk size 6 : 9561.0
mode for chunk size 11 : 9575.5
mode for chunk size 16 : 9592.0
mode for chunk size 21 : 9565.5
mode for chunk size 26 : 9581.0
mode for chunk size 31 : 9594.5
mode for chunk size 36 : 9594.0
mode for chunk size 41 : 9573.5
mode for chunk size 46 : 9591.0
mode for chunk size 51 : 9562.5
mode for chunk size 56 : 9604.0
mode for chunk size 61 : 9607.5
mode for chunk size 66 : 9603.0
mode for chunk size 71 : 9549.5
mode for chunk size 76 : 9614.0
mode for chunk size 81 : 9598.5
mode for chunk size 86 : 9589.0
mode for chunk size 91 : 9600.5
mode for chunk size 96 : 9552.0
mode for chunk size 101 : 9544.5
Mean of getdistr adjusted distribution: 9524.84063301
Sigma of getdistr adjusted distribution: 318.83346092
Skewness of getdistr adjusted distribution: -1.0168625221
Median of getdistr adjusted distribution: 9556
Mode of getdistr adjusted distribution: 9589
Using mean and stddev of getdistr adjusted distribution from here: 9524.84063301 318.83346092
Contamine mean before filtering : 12588.1029539
Contamine stddev before filtering: 1509.69454704
Contamine mean converged: 12738.0422507
Contamine std_est converged: 805.048111381

LIBRARY STATISTICS
Mean of library set to: 9524.84063301
Standard deviation of library set to: 318.83346092
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 148116.0
-T (library insert size threshold) set to: 10800.1744767
-k set to (Scaffolding with contigs larger than): 10800.1744767
Number of links required to create an edge: 3
Read length set to: 105.71

Time elapsed for getting libmetrics, iteration 5: 38.256578207

Parsing BAM file...
L50: 0 N50: 0 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 0
Time cleaning BESST objects for next library: 0.00022292137146
Nr of contigs/scaffolds included in scaffolding: 0
Total time for CreateGraph-module, iteration 5: 0.00223779678345

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
0 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 3.88622283936e-05
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 0.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 5: 0.215143918991

(super)Contigs after scaffolding: 176

PASS 7

Mean before filtering : 14258.6958588
Std_est before filtering: 21399.0518077
Mean converged: 13992.7674302
Std_est converged: 567.484961261
Skewness of distribution: -1.1154870416
mode for chunk size 1 : 14188.5
mode for chunk size 6 : 14187.0
mode for chunk size 11 : 14184.5
mode for chunk size 16 : 14168.0
mode for chunk size 21 : 14080.5
mode for chunk size 26 : 14079.0
mode for chunk size 31 : 14182.5
mode for chunk size 36 : 14202.0
mode for chunk size 41 : 14083.5
mode for chunk size 46 : 14191.0
mode for chunk size 51 : 14101.5
mode for chunk size 56 : 14084.0
mode for chunk size 61 : 14060.5
mode for chunk size 66 : 14091.0
mode for chunk size 71 : 14093.5
mode for chunk size 76 : 14098.0
mode for chunk size 81 : 14053.5
mode for chunk size 86 : 14061.0
mode for chunk size 91 : 14059.5
mode for chunk size 96 : 14064.0
mode for chunk size 101 : 14089.5
Mean of getdistr adjusted distribution: 13992.8353242
Sigma of getdistr adjusted distribution: 567.224251801
Skewness of getdistr adjusted distribution: -1.11419746191
Median of getdistr adjusted distribution: 14055
Mode of getdistr adjusted distribution: 14091
Using mean and stddev of getdistr adjusted distribution from here: 13992.8353242 567.224251801
Contamine mean before filtering : 12174.907791
Contamine stddev before filtering: 11353.5888824
Contamine mean converged: 12076.4271089
Contamine std_est converged: 3067.99518512

LIBRARY STATISTICS
Mean of library set to: 13992.8353242
Standard deviation of library set to: 567.224251801
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 149840.0
-T (library insert size threshold) set to: 16261.7323314
-k set to (Scaffolding with contigs larger than): 16261.7323314
Number of links required to create an edge: 3
Read length set to: 117.2

Time elapsed for getting libmetrics, iteration 6: 35.921377182

Parsing BAM file...
L50: 0 N50: 0 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 0
Time cleaning BESST objects for next library: 0.000226020812988
Nr of contigs/scaffolds included in scaffolding: 0
Total time for CreateGraph-module, iteration 6: 0.0019519329071

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
0 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 3.88622283936e-05
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 0.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 6: 0.312068939209

(super)Contigs after scaffolding: 176

PASS 8

Mean before filtering : 17446.0756672
Std_est before filtering: 22411.5574017
Mean converged: 17163.5272067
Std_est converged: 1593.5473501
Skewness of distribution: -1.75019404181
mode for chunk size 1 : 17305.5
mode for chunk size 6 : 17307.0
mode for chunk size 11 : 17605.5
mode for chunk size 16 : 17752.0
mode for chunk size 21 : 17692.5
mode for chunk size 26 : 17745.0
mode for chunk size 31 : 17747.5
mode for chunk size 36 : 17730.0
mode for chunk size 41 : 17732.5
mode for chunk size 46 : 17733.0
mode for chunk size 51 : 17722.5
mode for chunk size 56 : 17612.0
mode for chunk size 61 : 17720.5
mode for chunk size 66 : 17721.0
mode for chunk size 71 : 17572.5
mode for chunk size 76 : 17594.0
mode for chunk size 81 : 17617.5
mode for chunk size 86 : 17587.0
mode for chunk size 91 : 17608.5
mode for chunk size 96 : 17712.0
mode for chunk size 101 : 17725.5
Mean of getdistr adjusted distribution: 17167.1221811
Sigma of getdistr adjusted distribution: 1590.33145181
Skewness of getdistr adjusted distribution: -1.7441591663
Median of getdistr adjusted distribution: 17387
Mode of getdistr adjusted distribution: 17712
Using mean and stddev of getdistr adjusted distribution from here: 17167.1221811 1590.33145181
Contamine mean before filtering : 16253.9183053
Contamine stddev before filtering: 8064.03940317
Contamine mean converged: 16237.0679269
Contamine std_est converged: 2383.98099046

LIBRARY STATISTICS
Mean of library set to: 17167.1221811
Standard deviation of library set to: 1590.33145181
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 163249.0
-T (library insert size threshold) set to: 23528.4479883
-k set to (Scaffolding with contigs larger than): 23528.4479883
Number of links required to create an edge: 3
Read length set to: 119.05

Time elapsed for getting libmetrics, iteration 7: 50.5277101994

Parsing BAM file...
L50: 0 N50: 0 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 0
Time cleaning BESST objects for next library: 0.000224113464355
Nr of contigs/scaffolds included in scaffolding: 0
Total time for CreateGraph-module, iteration 7: 0.00209808349609

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
0 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 3.91006469727e-05
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 0.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 7: 0.485429048538

(super)Contigs after scaffolding: 176

PASS 9

Mean before filtering : 88365.8989331
Std_est before filtering: 30426.7251396
Mean converged: 88365.8989331
Std_est converged: 30426.7251396
Skewness of distribution: -0.659076176327
mode for chunk size 1 : 96931.5
mode for chunk size 6 : 99879.0
mode for chunk size 11 : 109499.5
mode for chunk size 16 : 101944.0
mode for chunk size 21 : 101944.5
mode for chunk size 26 : 96733.0
mode for chunk size 31 : 98905.5
mode for chunk size 36 : 97758.0
mode for chunk size 41 : 111622.5
mode for chunk size 46 : 111619.0
mode for chunk size 51 : 97333.5
mode for chunk size 56 : 93828.0
mode for chunk size 61 : 112331.5
mode for chunk size 66 : 97779.0
mode for chunk size 71 : 95743.5
mode for chunk size 76 : 111606.0
mode for chunk size 81 : 109147.5
mode for chunk size 86 : 109177.0
mode for chunk size 91 : 97779.5
mode for chunk size 96 : 97776.0
mode for chunk size 101 : 109130.5
Mean of getdistr adjusted distribution: 89357.6730538
Sigma of getdistr adjusted distribution: 30073.668189
Skewness of getdistr adjusted distribution: -0.689543308538
Median of getdistr adjusted distribution: 97419
Mode of getdistr adjusted distribution: 99879
Using mean and stddev of getdistr adjusted distribution from here: 89357.6730538 30073.668189
Contamine mean before filtering : 54104.5744928
Contamine stddev before filtering: 102929.572578
Contamine mean converged: 26877.8714754
Contamine std_est converged: 18442.0762357

LIBRARY STATISTICS
Mean of library set to: 89357.6730538
Standard deviation of library set to: 30073.668189
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 61.0
-T (library insert size threshold) set to: 209652.34581
-k set to (Scaffolding with contigs larger than): 209652.34581
Number of links required to create an edge: 3
Read length set to: 832.28

Time elapsed for getting libmetrics, iteration 8: 1.34961390495

Parsing BAM file...
L50: 0 N50: 0 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 0
Time cleaning BESST objects for next library: 0.000200986862183
Nr of contigs/scaffolds included in scaffolding: 0
Total time for CreateGraph-module, iteration 8: 0.00189304351807

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
0 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 5.29289245605e-05
0 paths detected are with score greater or equal to 1.5
Nr of contigs left: 0.0 Nr of linking edges left: 0.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 0
Time elapsed for making scaffolds, iteration 8: 4.90158486366

(super)Contigs after scaffolding: 176

L50: 0 N50: 0 Initial contig assembly length: 735565227
Total time for scaffolding: 4683.50872993

Time elapsed for reading in contig sequences:6.48578095436

PASS 1

Mean before filtering : 88365.8989331
Std_est before filtering: 30426.7251396
Mean converged: 88365.8989331
Std_est converged: 30426.7251396
Skewness of distribution: -0.659076176327
mode for chunk size 1 : 96931.5
mode for chunk size 6 : 99879.0
mode for chunk size 11 : 109499.5
mode for chunk size 16 : 101944.0
mode for chunk size 21 : 101944.5
mode for chunk size 26 : 96733.0
mode for chunk size 31 : 98905.5
mode for chunk size 36 : 97758.0
mode for chunk size 41 : 111622.5
mode for chunk size 46 : 111619.0
mode for chunk size 51 : 97333.5
mode for chunk size 56 : 93828.0
mode for chunk size 61 : 112331.5
mode for chunk size 66 : 97779.0
mode for chunk size 71 : 95743.5
mode for chunk size 76 : 111606.0
mode for chunk size 81 : 109147.5
mode for chunk size 86 : 109177.0
mode for chunk size 91 : 97779.5
mode for chunk size 96 : 97776.0
mode for chunk size 101 : 109130.5
Mean of getdistr adjusted distribution: 89357.6730538
Sigma of getdistr adjusted distribution: 30073.668189
Skewness of getdistr adjusted distribution: -0.689543308538
Median of getdistr adjusted distribution: 97419
Mode of getdistr adjusted distribution: 99879
Using mean and stddev of getdistr adjusted distribution from here: 89357.6730538 30073.668189
Contamine mean before filtering : 54104.5744928
Contamine stddev before filtering: 102929.572578
Contamine mean converged: 26877.8714754
Contamine std_est converged: 18442.0762357

LIBRARY STATISTICS
Mean of library set to: 89357.6730538
Standard deviation of library set to: 30073.668189
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 61.0
-T (library insert size threshold) set to: 209652.34581
-k set to (Scaffolding with contigs larger than): 209652.34581
Number of links required to create an edge: 3
Read length set to: 832.28

Time elapsed for getting libmetrics, iteration 0: 1.38423609734

Parsing BAM file...
L50: 104 N50: 1830268 Initial contig assembly length: 735565227
Nr of contigs that was singeled out due to length constraints 3602
Time initializing BESST objects: 0.0396330356598
Nr of contigs/scaffolds included in scaffolding: 535
Total time elapsed for initializing Graph: 0.0243928432465
Reading bam file and creating scaffold graph...
ELAPSED reading file: 0.354934215546
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 4572
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 547
Reads with too large insert size from "USEFUL READS" (filtered out): 1793
Initial number of edges in G (the graph with large contigs): 823
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 4952
Number of duplicated reads indicated and removed: 28
Mean coverage before filtering out extreme observations = 0.0479787816669
Std dev of coverage before filtering out extreme observations= 0.0316318418669
Mean coverage after filtering = 0.0429568346954
Std coverage after filtering = 0.0167572103086
Length of longest contig in calc of coverage: 11504932
Length of shortest contig in calc of coverage: 211535
Detecting repeats..
Removed a total of: 99 repeats. With coverage larger than 0.105457217173
Number of edges in G (after repeat removel): 780
Number of edges in G_prime (after repeat removel): 4603
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 780
Number of edges in G_prime (after filtering for buggy flag stats reporting): 4603
Number of significantly spurious edges: 0
Number of fishy edges in G_prime 367
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 4236
Total time for CreateGraph-module, iteration 0: 0.998497962952

259 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
141 isolated contigs removed from graph.
Remove edges from node if more than two edges
Number of edges in G before: 639
Number of edges in G after: 437
%-age removed edges: 31.6118935837
Remove isolated nodes.
274 isolated contigs removed from graph.
Contigs/scaffolds left: 106
Remove remaining cycles...
0 cycles removed from graph.
Nr of new scaffolds created in this step: 49

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 0.00954294204712
4 paths detected are with score greater or equal to 1.5
Path: path length: 1.0, nr bad links: 0, score: 12
Path taken! path length: 1.0, nr bad links: 0, score: 12
Path: path length: 1.0, nr bad links: 0, score: 11
Path taken! path length: 1.0, nr bad links: 0, score: 11
Path: path length: 1.0, nr bad links: 0, score: 10
Path taken! path length: 1.0, nr bad links: 0, score: 10
Path: path length: 1.0, nr bad links: 0, score: 8
Path taken! path length: 1.0, nr bad links: 0, score: 8
Nr of contigs left: 3973.0 Nr of linking edges left: 66.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 8
Time elapsed for making scaffolds, iteration 0: 6.29209303856

(super)Contigs after scaffolding: 3973

L50: 91 N50: 2062798 Initial contig assembly length: 735565227
Total time for scaffolding: 31.9193239212

@ksahlin
Copy link
Owner

ksahlin commented Mar 21, 2016

Thank you, That is aready a very high quality assembly. Some points:

  1. BESST filters out all contigs as repeats on this particular instance. This is a bug in the filtering method that I need to fix. Thank you for feedback! There is however an easy way to get around it in your case.
  2. The PE reads and smaller MP will most likely contribute with very little information here, and probably just create extra noise. My advise it to only scaffold this data set with the largest MP and the BAC lib. Alternatively, maybe including also the 15k MP. The reason for this is that whatever "link information" the PE and smaller MP have, It has most likely already been used in earlier stages of the assembly to create the contigs. Simply because they are already very large. My guess is that the most likely cause for remaining contigs not being assembled is because they are separated by larger repeat structures or similar.

I would suggest you to rerun the scaffolding with only the larger libraries. If you do, please attach the Statistics.txt, and I can see if everything looks ok. If you decide to run scaffolding with also the 10k MP libs, I would suggest only using one of them, maybe the one with the highest coverage, or the narrowest insert size distribution. I cannot see the coverage of these libraries in the log due to the bug however. A simple fix to get around the bug in the "filtering of repeats" is to set -z with int large, say, e.g., 1000000. This will ignore filtering out contigs before scaffolding.

Best,
Kristoffer

@vasanth87
Copy link
Author

Dear Kristoffer,

Thank you for the detailed email.

I tried executing the scaffolding with 15k, 20k MP and Bac-end libraries a)
with -z 1000000 and b) without -z option. The scaffolding looks good even
without the -z option. I see good increase in N50 values and decrease in
number of scaffolds.

I am attaching both the statistics. Could you kindly let me know, if the
results are alright. Thank you.

Best Regards,
Vasanth

On Mon, Mar 21, 2016 at 10:38 AM, Kristoffer [email protected]
wrote:

Thank you, That is aready a very high quality assembly. Some points:

  1. BESST filters out all contigs as repeats on this particular
    instance. This is a bug in the filtering method that I need to fix. Thank
    you for feedback! There is however an easy way to get around it in your
    case.
  2. The PE reads and smaller MP will most likely contribute with very
    little information here, and probably just create extra noise. My advise it
    to only scaffold this data set with the largest MP and the BAC lib.
    Alternatively, maybe including also the 15k MP. The reason for this is that
    whatever "link information" the PE and smaller MP have, It has most likely
    already been used in earlier stages of the assembly to create the contigs.
    Simply because they are already very large. My guess is that the most
    likely cause for remaining contigs not being assembled is because they are
    separated by larger repeat structures or similar.

I would suggest you to rerun the scaffolding with only the larger
libraries. If you do, please attach the Statistics.txt, and I can see if
everything looks ok. If you decide to run scaffolding with also the 10k MP
libs, I would suggest only using one of them, maybe the one with the
highest coverage, or the narrowest insert size distribution. I cannot see
the coverage of these libraries in the log due to the bug however. A simple
fix to get around the bug in the "filtering of repeats" is to set -z with
int large, say, e.g., 1000000. This will ignore filtering out contigs
before scaffolding.

Best,
Kristoffer


You are receiving this because you authored the thread.
Reply to this email directly or view it on GitHub
#27 (comment)

Time elapsed for reading in contig sequences:7.1270070076

PASS 1

Mean before filtering : 14258.6958588
Std_est before filtering: 21399.0518077
Mean converged: 13992.7674302
Std_est converged: 567.484961261
Skewness of distribution: -1.1154870416
mode for chunk size 1 : 14188.5
mode for chunk size 6 : 14187.0
mode for chunk size 11 : 14184.5
mode for chunk size 16 : 14168.0
mode for chunk size 21 : 14080.5
mode for chunk size 26 : 14079.0
mode for chunk size 31 : 14182.5
mode for chunk size 36 : 14202.0
mode for chunk size 41 : 14083.5
mode for chunk size 46 : 14191.0
mode for chunk size 51 : 14101.5
mode for chunk size 56 : 14084.0
mode for chunk size 61 : 14060.5
mode for chunk size 66 : 14091.0
mode for chunk size 71 : 14093.5
mode for chunk size 76 : 14098.0
mode for chunk size 81 : 14053.5
mode for chunk size 86 : 14061.0
mode for chunk size 91 : 14059.5
mode for chunk size 96 : 14064.0
mode for chunk size 101 : 14089.5
Mean of getdistr adjusted distribution: 13992.8353242
Sigma of getdistr adjusted distribution: 567.224251801
Skewness of getdistr adjusted distribution: -1.11419746191
Median of getdistr adjusted distribution: 14055
Mode of getdistr adjusted distribution: 14091
Using mean and stddev of getdistr adjusted distribution from here: 13992.8353242 567.224251801
Contamine mean before filtering : 12174.907791
Contamine stddev before filtering: 11353.5888824
Contamine mean converged: 12076.4271089
Contamine std_est converged: 3067.99518512

LIBRARY STATISTICS
Mean of library set to: 13992.8353242
Standard deviation of library set to: 567.224251801
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 149840.0
-T (library insert size threshold) set to: 16261.7323314
-k set to (Scaffolding with contigs larger than): 16261.7323314
Number of links required to create an edge: 3
Read length set to: 117.2

Time elapsed for getting libmetrics, iteration 0: 37.0993001461

Parsing BAM file...
L50: 104 N50: 1830268 Initial contig assembly length: 735565227
Nr of contigs that was singeled out due to length constraints 2543
Time initializing BESST objects: 0.0196828842163
Nr of contigs/scaffolds included in scaffolding: 1594
Total time elapsed for initializing Graph: 0.0277950763702
Reading bam file and creating scaffold graph...
ELAPSED reading file: 959.479247093
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 19910097
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 30920662
Reads with too large insert size from "USEFUL READS" (filtered out): 16960045
Initial number of edges in G (the graph with large contigs): 6053
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 21680
Number of duplicated reads indicated and removed: 2749215
Mean coverage before filtering out extreme observations = 74.7350917478
Std dev of coverage before filtering out extreme observations= 313.960160314
Mean coverage after filtering = 32.4630306286
Std coverage after filtering = 12.3715186984
Length of longest contig in calc of coverage: 11504932
Length of shortest contig in calc of coverage: 16266
Detecting repeats..
Removed a total of: 280 repeats. With coverage larger than 81.9029099359
Number of edges in G (after repeat removel): 5257
Number of edges in G_prime (after repeat removel): 16760
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 5257
Number of edges in G_prime (after filtering for buggy flag stats reporting): 16760
Number of significantly spurious edges: 0
Number of fishy edges in G_prime 10342
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 6418
Total time for CreateGraph-module, iteration 0: 968.413437843

3796 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
147 isolated contigs removed from graph.
Remove edges from node if more than two edges
Number of edges in G before: 5110
Number of edges in G after: 1314
%-age removed edges: 74.2857142857
Remove isolated nodes.
1314 isolated contigs removed from graph.
Contigs/scaffolds left: 0
Remove remaining cycles...
0 cycles removed from graph.
Nr of new scaffolds created in this step: 0

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 37.7243299484
189 paths detected are with score greater or equal to 1.5
Path: path length: 1.0, nr bad links: 0, score: 373
Path taken! path length: 1.0, nr bad links: 0, score: 373
Path: path length: 1.0, nr bad links: 0, score: 103
Path taken! path length: 1.0, nr bad links: 0, score: 103
Path: path length: 1.0, nr bad links: 0, score: 93
Path taken! path length: 1.0, nr bad links: 0, score: 93
Path: path length: 1.0, nr bad links: 0, score: 55
Path taken! path length: 1.0, nr bad links: 0, score: 55
Path: path length: 1.0, nr bad links: 0, score: 53
Path taken! path length: 1.0, nr bad links: 0, score: 53
Path: path length: 1.0, nr bad links: 0, score: 35
Path taken! path length: 1.0, nr bad links: 0, score: 35
Path: path length: 1.0, nr bad links: 0, score: 33
Path taken! path length: 1.0, nr bad links: 0, score: 33
Path: path length: 1.0, nr bad links: 0, score: 29
Path taken! path length: 1.0, nr bad links: 0, score: 29
Path: path length: 1.0, nr bad links: 0, score: 25
Path taken! path length: 1.0, nr bad links: 0, score: 25
Path: path length: 2.0, nr bad links: 44, score: 17.8181818182
Path taken! path length: 2.0, nr bad links: 44, score: 17.8181818182
Path: path length: 1.0, nr bad links: 7, score: 15.8571428571
Path taken! path length: 1.0, nr bad links: 7, score: 15.8571428571
Path: path length: 1.0, nr bad links: 0, score: 14
Path taken! path length: 1.0, nr bad links: 0, score: 14
Path: path length: 3.0, nr bad links: 32, score: 12.1875
Path taken! path length: 3.0, nr bad links: 32, score: 12.1875
Path: path length: 3.0, nr bad links: 36, score: 10.7222222222
Path: path length: 2.0, nr bad links: 54, score: 10.5925925926
Path taken! path length: 2.0, nr bad links: 54, score: 10.5925925926
Path: path length: 1.0, nr bad links: 0, score: 10
Path taken! path length: 1.0, nr bad links: 0, score: 10
Path: path length: 1.0, nr bad links: 14, score: 8.64285714286
Path taken! path length: 1.0, nr bad links: 14, score: 8.64285714286
Path: path length: 3.0, nr bad links: 50, score: 8.12
Path taken! path length: 3.0, nr bad links: 50, score: 8.12
Path: path length: 1.0, nr bad links: 11, score: 8.0
Path taken! path length: 1.0, nr bad links: 11, score: 8.0
Path: path length: 1.0, nr bad links: 0, score: 8
Path taken! path length: 1.0, nr bad links: 0, score: 8
Path: path length: 1.0, nr bad links: 3, score: 7.33333333333
Path taken! path length: 1.0, nr bad links: 3, score: 7.33333333333
Path: path length: 2.0, nr bad links: 84, score: 6.45238095238
Path: path length: 1.0, nr bad links: 3, score: 6.33333333333
Path taken! path length: 1.0, nr bad links: 3, score: 6.33333333333
Path: path length: 3.0, nr bad links: 67, score: 5.80597014925
Path: path length: 3.0, nr bad links: 73, score: 5.24657534247
Path: path length: 1.0, nr bad links: 120, score: 4.35833333333
Path: path length: 9.0, nr bad links: 103, score: 4.16504854369
Path taken! path length: 9.0, nr bad links: 103, score: 4.16504854369
Path: path length: 2.0, nr bad links: 38, score: 4.15789473684
Path taken! path length: 2.0, nr bad links: 38, score: 4.15789473684
Path: path length: 9.0, nr bad links: 105, score: 4.06666666667
Path: path length: 1.0, nr bad links: 5, score: 4.0
Path taken! path length: 1.0, nr bad links: 5, score: 4.0
Path: path length: 2.0, nr bad links: 41, score: 3.78048780488
Path: path length: 9.0, nr bad links: 121, score: 3.39669421488
Path: path length: 9.0, nr bad links: 123, score: 3.32520325203
Path: path length: 9.0, nr bad links: 123, score: 3.32520325203
Path: path length: 1.0, nr bad links: 7, score: 3.28571428571
Path taken! path length: 1.0, nr bad links: 7, score: 3.28571428571
Path: path length: 9.0, nr bad links: 125, score: 3.256
Path: path length: 9.0, nr bad links: 128, score: 3.15625
Path: path length: 8.0, nr bad links: 129, score: 3.12403100775
Path: path length: 8.0, nr bad links: 130, score: 3.09230769231
Path: path length: 8.0, nr bad links: 130, score: 3.09230769231
Path: path length: 8.0, nr bad links: 130, score: 3.09230769231
Path: path length: 8.0, nr bad links: 131, score: 3.06106870229
Path: path length: 2.0, nr bad links: 114, score: 3.0
Path: path length: 1.0, nr bad links: 13, score: 2.84615384615
Path taken! path length: 1.0, nr bad links: 13, score: 2.84615384615
Path: path length: 1.0, nr bad links: 168, score: 2.72619047619
Path: path length: 9.0, nr bad links: 143, score: 2.72027972028
Path: path length: 2.0, nr bad links: 117, score: 2.60683760684
Path: path length: 8.0, nr bad links: 148, score: 2.59459459459
Path: path length: 8.0, nr bad links: 149, score: 2.54362416107
Path: path length: 8.0, nr bad links: 151, score: 2.52317880795
Path: path length: 8.0, nr bad links: 151, score: 2.49668874172
Path: path length: 1.0, nr bad links: 239, score: 2.46443514644
Path: path length: 8.0, nr bad links: 154, score: 2.45454545455
Path: path length: 8.0, nr bad links: 155, score: 2.43225806452
Path: path length: 7.0, nr bad links: 155, score: 2.43225806452
Path: path length: 7.0, nr bad links: 156, score: 2.41025641026
Path: path length: 9.0, nr bad links: 156, score: 2.41025641026
Path: path length: 1.0, nr bad links: 5, score: 2.4
Path taken! path length: 1.0, nr bad links: 5, score: 2.4
Path: path length: 8.0, nr bad links: 283, score: 2.39929328622
Path: path length: 2.0, nr bad links: 29, score: 2.37931034483
Path taken! path length: 2.0, nr bad links: 29, score: 2.37931034483
Path: path length: 2.0, nr bad links: 125, score: 2.376
Path: path length: 9.0, nr bad links: 158, score: 2.36708860759
Path: path length: 7.0, nr bad links: 291, score: 2.3058419244
Path: path length: 9.0, nr bad links: 161, score: 2.30434782609
Path: path length: 7.0, nr bad links: 289, score: 2.29065743945
Path: path length: 10.0, nr bad links: 165, score: 2.27272727273
Path: path length: 10.0, nr bad links: 165, score: 2.27272727273
Path: path length: 2.0, nr bad links: 129, score: 2.27131782946
Path: path length: 10.0, nr bad links: 167, score: 2.23353293413
Path: path length: 10.0, nr bad links: 167, score: 2.23353293413
Path: path length: 1.0, nr bad links: 60, score: 2.21666666667
Path: path length: 6.0, nr bad links: 297, score: 2.20202020202
Path: path length: 3.0, nr bad links: 143, score: 2.18881118881
Path: path length: 8.0, nr bad links: 167, score: 2.16167664671
Path: path length: 8.0, nr bad links: 306, score: 2.14379084967
Path: path length: 8.0, nr bad links: 169, score: 2.12426035503
Path: path length: 8.0, nr bad links: 169, score: 2.12426035503
Path: path length: 7.0, nr bad links: 169, score: 2.10650887574
Path: path length: 7.0, nr bad links: 169, score: 2.10059171598
Path: path length: 8.0, nr bad links: 171, score: 2.08771929825
Path: path length: 8.0, nr bad links: 171, score: 2.08771929825
Path: path length: 8.0, nr bad links: 173, score: 2.07514450867
Path: path length: 7.0, nr bad links: 171, score: 2.0701754386
Path: path length: 7.0, nr bad links: 171, score: 2.0701754386
Path: path length: 7.0, nr bad links: 314, score: 2.06369426752
Path: path length: 3.0, nr bad links: 149, score: 2.06040268456
Path: path length: 9.0, nr bad links: 174, score: 2.05747126437
Path: path length: 7.0, nr bad links: 173, score: 2.05202312139
Path: path length: 7.0, nr bad links: 312, score: 2.04807692308
Path: path length: 8.0, nr bad links: 175, score: 2.04
Path: path length: 7.0, nr bad links: 174, score: 2.03448275862
Path: path length: 8.0, nr bad links: 174, score: 2.03448275862
Path: path length: 9.0, nr bad links: 176, score: 2.02272727273
Path: path length: 9.0, nr bad links: 176, score: 2.02272727273
Path: path length: 7.0, nr bad links: 175, score: 2.01714285714
Path: path length: 7.0, nr bad links: 176, score: 2.0
Path: path length: 7.0, nr bad links: 176, score: 2.0
Path: path length: 7.0, nr bad links: 176, score: 2.0
Path: path length: 9.0, nr bad links: 178, score: 1.98876404494
Path: path length: 7.0, nr bad links: 177, score: 1.98305084746
Path: path length: 6.0, nr bad links: 320, score: 1.971875
Path: path length: 10.0, nr bad links: 183, score: 1.95081967213
Path: path length: 10.0, nr bad links: 183, score: 1.95081967213
Path: path length: 9.0, nr bad links: 181, score: 1.93922651934
Path: path length: 8.0, nr bad links: 182, score: 1.92307692308
Path: path length: 8.0, nr bad links: 182, score: 1.92307692308
Path: path length: 10.0, nr bad links: 185, score: 1.91891891892
Path: path length: 10.0, nr bad links: 185, score: 1.91891891892
Path: path length: 10.0, nr bad links: 185, score: 1.91891891892
Path: path length: 10.0, nr bad links: 185, score: 1.91891891892
Path: path length: 1.0, nr bad links: 11, score: 1.90909090909
Path taken! path length: 1.0, nr bad links: 11, score: 1.90909090909
Path: path length: 8.0, nr bad links: 183, score: 1.90710382514
Path: path length: 8.0, nr bad links: 183, score: 1.90710382514
Path: path length: 8.0, nr bad links: 183, score: 1.90710382514
Path: path length: 8.0, nr bad links: 184, score: 1.89130434783
Path: path length: 8.0, nr bad links: 184, score: 1.89130434783
Path: path length: 10.0, nr bad links: 187, score: 1.88770053476
Path: path length: 10.0, nr bad links: 187, score: 1.88770053476
Path: path length: 8.0, nr bad links: 169, score: 1.87573964497
Path: path length: 8.0, nr bad links: 186, score: 1.86021505376
Path: path length: 10.0, nr bad links: 190, score: 1.84210526316
Path: path length: 10.0, nr bad links: 190, score: 1.84210526316
Path: path length: 8.0, nr bad links: 171, score: 1.84210526316
Path: path length: 7.0, nr bad links: 337, score: 1.83976261128
Path: path length: 9.0, nr bad links: 191, score: 1.82722513089
Path: path length: 9.0, nr bad links: 191, score: 1.82722513089
Path: path length: 9.0, nr bad links: 192, score: 1.8125
Path: path length: 9.0, nr bad links: 192, score: 1.8125
Path: path length: 9.0, nr bad links: 192, score: 1.8125
Path: path length: 9.0, nr bad links: 192, score: 1.8125
Path: path length: 9.0, nr bad links: 192, score: 1.8125
Path: path length: 9.0, nr bad links: 192, score: 1.8125
Path: path length: 7.0, nr bad links: 187, score: 1.80213903743
Path: path length: 9.0, nr bad links: 193, score: 1.79792746114
Path: path length: 9.0, nr bad links: 193, score: 1.79792746114
Path: path length: 6.0, nr bad links: 186, score: 1.79569892473
Path: path length: 8.0, nr bad links: 189, score: 1.79365079365
Path: path length: 3.0, nr bad links: 58, score: 1.79310344828
Path taken! path length: 3.0, nr bad links: 58, score: 1.79310344828
Path: path length: 6.0, nr bad links: 187, score: 1.7807486631
Path: path length: 6.0, nr bad links: 345, score: 1.77391304348
Path: path length: 6.0, nr bad links: 343, score: 1.75801749271
Path: path length: 7.0, nr bad links: 191, score: 1.74869109948
Path: path length: 3.0, nr bad links: 166, score: 1.74698795181
Path: path length: 8.0, nr bad links: 192, score: 1.72395833333
Path: path length: 7.0, nr bad links: 194, score: 1.72164948454
Path: path length: 9.0, nr bad links: 196, score: 1.71428571429
Path: path length: 8.0, nr bad links: 194, score: 1.69587628866
Path: path length: 5.0, nr bad links: 351, score: 1.69515669516
Path: path length: 7.0, nr bad links: 195, score: 1.69230769231
Path: path length: 1.0, nr bad links: 16, score: 1.6875
Path taken! path length: 1.0, nr bad links: 16, score: 1.6875
Path: path length: 7.0, nr bad links: 197, score: 1.68020304569
Path: path length: 6.0, nr bad links: 196, score: 1.67857142857
Path: path length: 1.0, nr bad links: 9, score: 1.66666666667
Path taken! path length: 1.0, nr bad links: 9, score: 1.66666666667
Path: path length: 1.0, nr bad links: 12, score: 1.66666666667
Path taken! path length: 1.0, nr bad links: 12, score: 1.66666666667
Path: path length: 1.0, nr bad links: 6, score: 1.66666666667
Path taken! path length: 1.0, nr bad links: 6, score: 1.66666666667
Path: path length: 8.0, nr bad links: 201, score: 1.64676616915
Path: path length: 9.0, nr bad links: 201, score: 1.64179104478
Path: path length: 9.0, nr bad links: 201, score: 1.64179104478
Path: path length: 7.0, nr bad links: 200, score: 1.64
Path: path length: 1.0, nr bad links: 44, score: 1.63636363636
Path taken! path length: 1.0, nr bad links: 44, score: 1.63636363636
Path: path length: 10.0, nr bad links: 205, score: 1.63414634146
Path: path length: 10.0, nr bad links: 205, score: 1.63414634146
Path: path length: 6.0, nr bad links: 201, score: 1.62686567164
Path: path length: 9.0, nr bad links: 203, score: 1.6157635468
Path: path length: 9.0, nr bad links: 203, score: 1.6157635468
Path: path length: 6.0, nr bad links: 202, score: 1.61386138614
Path: path length: 8.0, nr bad links: 204, score: 1.60784313725
Path: path length: 8.0, nr bad links: 187, score: 1.59893048128
Path: path length: 8.0, nr bad links: 189, score: 1.57142857143
Path: path length: 9.0, nr bad links: 210, score: 1.57142857143
Path: path length: 9.0, nr bad links: 210, score: 1.57142857143
Path: path length: 8.0, nr bad links: 189, score: 1.57142857143
Path: path length: 8.0, nr bad links: 207, score: 1.57004830918
Path: path length: 7.0, nr bad links: 188, score: 1.56382978723
Path: path length: 1.0, nr bad links: 32, score: 1.5625
Path taken! path length: 1.0, nr bad links: 32, score: 1.5625
Path: path length: 8.0, nr bad links: 208, score: 1.55769230769
Path: path length: 7.0, nr bad links: 208, score: 1.55769230769
Path: path length: 8.0, nr bad links: 207, score: 1.55072463768
Path: path length: 1.0, nr bad links: 11, score: 1.54545454545
Path taken! path length: 1.0, nr bad links: 11, score: 1.54545454545
Path: path length: 7.0, nr bad links: 209, score: 1.54545454545
Path: path length: 7.0, nr bad links: 209, score: 1.54545454545
Path: path length: 8.0, nr bad links: 191, score: 1.5445026178
Path: path length: 9.0, nr bad links: 213, score: 1.53521126761
Path: path length: 9.0, nr bad links: 213, score: 1.53521126761
Path: path length: 6.0, nr bad links: 317, score: 1.52365930599
Path: path length: 6.0, nr bad links: 205, score: 1.52195121951
Path: path length: 8.0, nr bad links: 194, score: 1.50515463918
Path: path length: 9.0, nr bad links: 216, score: 1.5
Path: path length: 9.0, nr bad links: 216, score: 1.5
Nr of contigs left: 3765.0 Nr of linking edges left: 1182.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 92
Time elapsed for making scaffolds, iteration 0: 38.3048830032

(super)Contigs after scaffolding: 3765

PASS 2

Mean before filtering : 17446.0756672
Std_est before filtering: 22411.5574017
Mean converged: 17163.5272067
Std_est converged: 1593.5473501
Skewness of distribution: -1.75019404181
mode for chunk size 1 : 17305.5
mode for chunk size 6 : 17307.0
mode for chunk size 11 : 17605.5
mode for chunk size 16 : 17752.0
mode for chunk size 21 : 17692.5
mode for chunk size 26 : 17745.0
mode for chunk size 31 : 17747.5
mode for chunk size 36 : 17730.0
mode for chunk size 41 : 17732.5
mode for chunk size 46 : 17733.0
mode for chunk size 51 : 17722.5
mode for chunk size 56 : 17612.0
mode for chunk size 61 : 17720.5
mode for chunk size 66 : 17721.0
mode for chunk size 71 : 17572.5
mode for chunk size 76 : 17594.0
mode for chunk size 81 : 17617.5
mode for chunk size 86 : 17587.0
mode for chunk size 91 : 17608.5
mode for chunk size 96 : 17712.0
mode for chunk size 101 : 17725.5
Mean of getdistr adjusted distribution: 17167.1221811
Sigma of getdistr adjusted distribution: 1590.33145181
Skewness of getdistr adjusted distribution: -1.7441591663
Median of getdistr adjusted distribution: 17387
Mode of getdistr adjusted distribution: 17712
Using mean and stddev of getdistr adjusted distribution from here: 17167.1221811 1590.33145181
Contamine mean before filtering : 16253.9183053
Contamine stddev before filtering: 8064.03940317
Contamine mean converged: 16237.0679269
Contamine std_est converged: 2383.98099046

LIBRARY STATISTICS
Mean of library set to: 17167.1221811
Standard deviation of library set to: 1590.33145181
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 163249.0
-T (library insert size threshold) set to: 23528.4479883
-k set to (Scaffolding with contigs larger than): 23528.4479883
Number of links required to create an edge: 3
Read length set to: 119.05

Time elapsed for getting libmetrics, iteration 1: 51.5304591656

Parsing BAM file...
L50: 103 N50: 1833430 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 475
Time cleaning BESST objects for next library: 0.00250601768494
Nr of contigs/scaffolds included in scaffolding: 949
Total time elapsed for initializing Graph: 0.02055311203
Reading bam file and creating scaffold graph...
ELAPSED reading file: 945.651479959
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 19909815
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 27466719
Reads with too large insert size from "USEFUL READS" (filtered out): 15774023
Initial number of edges in G (the graph with large contigs): 8296
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 32442
Number of duplicated reads indicated and removed: 3743698
Mean coverage before filtering out extreme observations = 39.4180959064
Std dev of coverage before filtering out extreme observations= 55.5073505444
Mean coverage after filtering = 35.8767170395
Std coverage after filtering = 9.36610350459
Length of longest contig in calc of coverage: 11504932
Length of shortest contig in calc of coverage: 892
Number of edges in G (after repeat removel): 8296
Number of edges in G_prime (after repeat removel): 32442
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 8296
Number of edges in G_prime (after filtering for buggy flag stats reporting): 32442
Number of significantly spurious edges: 0
Number of fishy edges in G_prime 22709
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 9733
Total time for CreateGraph-module, iteration 1: 950.544915199

7347 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
14 isolated contigs removed from graph.
Remove edges from node if more than two edges
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SCORES AMBVIVALENT 1.73691535447 1.66351980361
SCORES AMBVIVALENT 1.73636723096 1.72354526881
SCORES AMBVIVALENT 1.6972051709 1.58759417738
SCORES AMBVIVALENT 1.42245471162 1.41697267172
SCORES AMBVIVALENT 1.72406186533 1.61434007638
SCORES AMBVIVALENT 1.64590674244 1.49135245834
SCORES AMBVIVALENT 1.59779990504 1.54248549526
SCORES AMBVIVALENT 1.7183142903 1.64650243341
SCORES AMBVIVALENT 1.71794505201 1.71036156823
SCORES AMBVIVALENT 1.71515551106 1.62627335984
SCORES AMBVIVALENT 1.7151156555 1.66488843312
SCORES AMBVIVALENT 1.50163485504 1.45915611051
SCORES AMBVIVALENT 1.71155714084 1.69716960681
SCORES AMBVIVALENT 1.35813050163 1.34226708622
SCORES AMBVIVALENT 1.68337005595 1.52986099191
SCORES AMBVIVALENT 1.7062152451 1.561558332
SCORES AMBVIVALENT 1.70369934565 1.54188627225
SCORES AMBVIVALENT 1.70341407863 1.64165968221
SCORES AMBVIVALENT 1.65657965275 1.65066947752
SCORES AMBVIVALENT 1.60377573571 1.58165408952
SCORES AMBVIVALENT 1.54208866714 1.46338848882
SCORES AMBVIVALENT 1.39388999151 1.34502965586
SCORES AMBVIVALENT 1.69673785898 1.60178937799
SCORES AMBVIVALENT 1.64575421002 1.4973866577
SCORES AMBVIVALENT 1.69357897295 1.68243947104
SCORES AMBVIVALENT 1.69118880729 1.60523149989
SCORES AMBVIVALENT 1.69055547692 1.65268737718
SCORES AMBVIVALENT 1.68993992656 1.58138433296
SCORES AMBVIVALENT 1.58377363104 1.53975073967
SCORES AMBVIVALENT 1.6044627714 1.47301146493
SCORES AMBVIVALENT 1.67939068971 1.63791813939
SCORES AMBVIVALENT 1.67711965518 1.59886218866
SCORES AMBVIVALENT 1.67590562511 1.61978588617
SCORES AMBVIVALENT 1.67277678943 1.52173788697
SCORES AMBVIVALENT 1.54109073313 1.4928819062
SCORES AMBVIVALENT 1.66886030349 1.52914896686
SCORES AMBVIVALENT 1.6678100054 1.56350993896
SCORES AMBVIVALENT 1.66126234876 1.64892580215
SCORES AMBVIVALENT 1.41215732127 1.27603170842
SCORES AMBVIVALENT 1.66088691234 1.53640554882
SCORES AMBVIVALENT 1.66083840533 1.52694443101
SCORES AMBVIVALENT 1.39218052913 1.37206975165
SCORES AMBVIVALENT 1.65508830566 1.58478195553
SCORES AMBVIVALENT 1.65328505307 1.64308602327
SCORES AMBVIVALENT 1.65262196358 1.53051774221
SCORES AMBVIVALENT 1.65167692109 1.55719462605
SCORES AMBVIVALENT 1.55119720038 1.43691638225
SCORES AMBVIVALENT 1.59614256489 1.44575622757
SCORES AMBVIVALENT 1.64927923264 1.64800474392
SCORES AMBVIVALENT 1.64867556917 1.60636745292
SCORES AMBVIVALENT 1.47597537824 1.41320502785
SCORES AMBVIVALENT 1.49242014313 1.3971610808
SCORES AMBVIVALENT 1.647404066 1.55362583492
SCORES AMBVIVALENT 1.64615990746 1.61250021223
SCORES AMBVIVALENT 1.6445994042 1.59824866559
SCORES AMBVIVALENT 1.64372115188 1.5550172902
SCORES AMBVIVALENT 1.64028325219 1.6133392309
SCORES AMBVIVALENT 1.34733484826 1.26234784054
SCORES AMBVIVALENT 1.63538749601 1.6307386398
SCORES AMBVIVALENT 1.62719309518 1.49072041279
SCORES AMBVIVALENT 1.6253076779 1.48401175865
SCORES AMBVIVALENT 1.57728575776 1.54288547129
SCORES AMBVIVALENT 1.62082889192 1.55077188166
SCORES AMBVIVALENT 1.37589383211 1.31052225712
SCORES AMBVIVALENT 1.62051321337 1.52563361401
SCORES AMBVIVALENT 1.61945740875 1.54782335278
SCORES AMBVIVALENT 1.61600216327 1.59573283542
SCORES AMBVIVALENT 1.57541995466 1.5555040197
SCORES AMBVIVALENT 1.61437293196 1.50694857696
SCORES AMBVIVALENT 1.61410562376 1.56924061229
SCORES AMBVIVALENT 1.61277492868 1.49640493826
SCORES AMBVIVALENT 1.60957996353 1.48268421661
SCORES AMBVIVALENT 1.59715767767 1.57148331023
SCORES AMBVIVALENT 1.60171596728 1.52381799018
SCORES AMBVIVALENT 1.59941948148 1.5085678551
SCORES AMBVIVALENT 1.59422416815 1.48568798385
SCORES AMBVIVALENT 1.54067522409 1.48892481881
SCORES AMBVIVALENT 1.58543270017 1.47715806468
SCORES AMBVIVALENT 1.57919071353 1.49727093966
SCORES AMBVIVALENT 1.5753826247 1.50519738587
SCORES AMBVIVALENT 1.26765677601 1.1751791717
SCORES AMBVIVALENT 1.57004874276 1.46089841764
SCORES AMBVIVALENT 1.56201358439 1.53636470985
SCORES AMBVIVALENT 1.45865177976 1.42863990482
SCORES AMBVIVALENT 1.55401985097 1.45727011924
SCORES AMBVIVALENT 1.53007163333 1.4290741206
SCORES AMBVIVALENT 1.55175288988 1.4877793735
SCORES AMBVIVALENT 1.54578781423 1.47408140571
SCORES AMBVIVALENT 1.54343486182 1.44694117478
SCORES AMBVIVALENT 1.53140578117 1.52342167908
SCORES AMBVIVALENT 1.47740149938 1.42117577248
SCORES AMBVIVALENT 1.50818838702 1.47793312208
SCORES AMBVIVALENT 1.50025215941 1.47400153494
SCORES AMBVIVALENT 1.4735124558 1.38225381592
SCORES AMBVIVALENT 1.4096503054 1.34700802814
SCORES AMBVIVALENT 1.40539173677 1.40217144395
SCORES AMBVIVALENT 1.40176936897 1.35780126367
SCORES AMBVIVALENT 1.39580892734 1.35622087239
SCORES AMBVIVALENT 1.37591196346 1.31900505683
SCORES AMBVIVALENT 1.33717828232 1.32616104832
SCORES AMBVIVALENT 1.25889435429 1.19594160952
Number of edges in G before: 8282
Number of edges in G after: 1364
%-age removed edges: 83.5305481768
Remove isolated nodes.
307 isolated contigs removed from graph.
Contigs/scaffolds left: 628
Remove remaining cycles...
0 cycles removed from graph.
Nr of new scaffolds created in this step: 199

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 15.9032771587
1882 paths detected are with score greater or equal to 1.5
Path: path length: 1.0, nr bad links: 0, score: 506
Path taken! path length: 1.0, nr bad links: 0, score: 506
Path: path length: 1.0, nr bad links: 0, score: 201
Path taken! path length: 1.0, nr bad links: 0, score: 201
Path: path length: 1.0, nr bad links: 0, score: 178
Path taken! path length: 1.0, nr bad links: 0, score: 178
Path: path length: 1.0, nr bad links: 0, score: 135
Path taken! path length: 1.0, nr bad links: 0, score: 135
Path: path length: 1.0, nr bad links: 0, score: 124
Path taken! path length: 1.0, nr bad links: 0, score: 124
Path: path length: 1.0, nr bad links: 0, score: 118
Path taken! path length: 1.0, nr bad links: 0, score: 118
Path: path length: 1.0, nr bad links: 0, score: 89
Path taken! path length: 1.0, nr bad links: 0, score: 89
Path: path length: 1.0, nr bad links: 0, score: 75
Path taken! path length: 1.0, nr bad links: 0, score: 75
Path: path length: 1.0, nr bad links: 6, score: 70.8333333333
Path taken! path length: 1.0, nr bad links: 6, score: 70.8333333333
Path: path length: 1.0, nr bad links: 6, score: 70.8333333333
Path: path length: 1.0, nr bad links: 6, score: 70.8333333333
Path: path length: 1.0, nr bad links: 3, score: 35.0
Path taken! path length: 1.0, nr bad links: 3, score: 35.0
Path: path length: 1.0, nr bad links: 5, score: 30.2
Path taken! path length: 1.0, nr bad links: 5, score: 30.2
Path: path length: 1.0, nr bad links: 0, score: 30
Path taken! path length: 1.0, nr bad links: 0, score: 30
Path: path length: 1.0, nr bad links: 10, score: 28.2
Path taken! path length: 1.0, nr bad links: 10, score: 28.2
Path: path length: 1.0, nr bad links: 10, score: 23.9
Path taken! path length: 1.0, nr bad links: 10, score: 23.9
Path: path length: 1.0, nr bad links: 3, score: 23.0
Path taken! path length: 1.0, nr bad links: 3, score: 23.0
Path: path length: 1.0, nr bad links: 0, score: 20
Path taken! path length: 1.0, nr bad links: 0, score: 20
Path: path length: 1.0, nr bad links: 41, score: 18.9756097561
Path taken! path length: 1.0, nr bad links: 41, score: 18.9756097561
Path: path length: 1.0, nr bad links: 3, score: 18.6666666667
Path taken! path length: 1.0, nr bad links: 3, score: 18.6666666667
Path: path length: 1.0, nr bad links: 0, score: 18
Path taken! path length: 1.0, nr bad links: 0, score: 18
Path: path length: 1.0, nr bad links: 4, score: 17.75
Path taken! path length: 1.0, nr bad links: 4, score: 17.75
Path: path length: 1.0, nr bad links: 22, score: 12.3636363636
Path: path length: 1.0, nr bad links: 3, score: 10.6666666667
Path taken! path length: 1.0, nr bad links: 3, score: 10.6666666667
Path: path length: 1.0, nr bad links: 19, score: 10.5263157895
Path taken! path length: 1.0, nr bad links: 19, score: 10.5263157895
Path: path length: 1.0, nr bad links: 17, score: 10.4117647059
Path taken! path length: 1.0, nr bad links: 17, score: 10.4117647059
Path: path length: 1.0, nr bad links: 6, score: 9.66666666667
Path taken! path length: 1.0, nr bad links: 6, score: 9.66666666667
Path: path length: 1.0, nr bad links: 0, score: 8
Path taken! path length: 1.0, nr bad links: 0, score: 8
Path: path length: 1.0, nr bad links: 4, score: 8.0
Path taken! path length: 1.0, nr bad links: 4, score: 8.0
Path: path length: 1.0, nr bad links: 14, score: 7.07142857143
Path taken! path length: 1.0, nr bad links: 14, score: 7.07142857143
Path: path length: 1.0, nr bad links: 0, score: 7
Path taken! path length: 1.0, nr bad links: 0, score: 7
Path: path length: 2.0, nr bad links: 52, score: 6.13461538462
Path taken! path length: 2.0, nr bad links: 52, score: 6.13461538462
Path: path length: 1.0, nr bad links: 0, score: 6
Path taken! path length: 1.0, nr bad links: 0, score: 6
Path: path length: 1.0, nr bad links: 7, score: 5.57142857143
Path taken! path length: 1.0, nr bad links: 7, score: 5.57142857143
Path: path length: 1.0, nr bad links: 90, score: 4.76666666667
Path taken! path length: 1.0, nr bad links: 90, score: 4.76666666667
Path: path length: 1.0, nr bad links: 15, score: 3.93333333333
Path taken! path length: 1.0, nr bad links: 15, score: 3.93333333333
Path: path length: 1.0, nr bad links: 14, score: 3.57142857143
Path: path length: 1.0, nr bad links: 5, score: 3.4
Path taken! path length: 1.0, nr bad links: 5, score: 3.4
Path: path length: 1.0, nr bad links: 129, score: 3.18604651163
Path: path length: 6.0, nr bad links: 90, score: 3.15555555556
Path taken! path length: 6.0, nr bad links: 90, score: 3.15555555556
Path: path length: 1.0, nr bad links: 90, score: 2.88888888889
Path taken! path length: 1.0, nr bad links: 90, score: 2.88888888889
Path: path length: 1.0, nr bad links: 32, score: 2.75
Path taken! path length: 1.0, nr bad links: 32, score: 2.75
Path: path length: 1.0, nr bad links: 6, score: 2.5
Path taken! path length: 1.0, nr bad links: 6, score: 2.5
Path: path length: 6.0, nr bad links: 108, score: 2.46296296296
Path: path length: 1.0, nr bad links: 20, score: 2.4
Path taken! path length: 1.0, nr bad links: 20, score: 2.4
Path: path length: 1.0, nr bad links: 120, score: 2.375
Path taken! path length: 1.0, nr bad links: 120, score: 2.375
Path: path length: 6.0, nr bad links: 110, score: 2.34545454545
Path: path length: 1.0, nr bad links: 81, score: 2.33333333333
Path taken! path length: 1.0, nr bad links: 81, score: 2.33333333333
Path: path length: 6.0, nr bad links: 111, score: 2.31531531532
Path: path length: 6.0, nr bad links: 114, score: 2.28070175439
Path: path length: 1.0, nr bad links: 72, score: 2.27777777778
Path taken! path length: 1.0, nr bad links: 72, score: 2.27777777778
Path: path length: 1.0, nr bad links: 60, score: 2.26666666667
Path taken! path length: 1.0, nr bad links: 60, score: 2.26666666667
Path: path length: 6.0, nr bad links: 113, score: 2.25663716814
Path: path length: 6.0, nr bad links: 116, score: 2.1724137931
Path: path length: 11.0, nr bad links: 273, score: 2.17216117216
Path taken! path length: 11.0, nr bad links: 273, score: 2.17216117216
Path: path length: 5.0, nr bad links: 117, score: 2.1452991453
Path: path length: 11.0, nr bad links: 277, score: 2.12635379061
Path: path length: 11.0, nr bad links: 279, score: 2.10394265233
Path: path length: 11.0, nr bad links: 280, score: 2.09285714286
Path: path length: 5.0, nr bad links: 119, score: 2.09243697479
Path: path length: 11.0, nr bad links: 283, score: 2.06007067138
Path: path length: 11.0, nr bad links: 283, score: 2.06007067138
Path: path length: 11.0, nr bad links: 284, score: 2.04929577465
Path: path length: 10.0, nr bad links: 284, score: 2.03169014085
Path: path length: 11.0, nr bad links: 286, score: 2.02797202797
Path: path length: 10.0, nr bad links: 286, score: 2.02797202797
Path: path length: 10.0, nr bad links: 285, score: 2.02105263158
Path: path length: 11.0, nr bad links: 287, score: 2.01742160279
Path: path length: 10.0, nr bad links: 287, score: 2.01742160279
Path: path length: 10.0, nr bad links: 287, score: 2.01742160279
Path: path length: 10.0, nr bad links: 288, score: 2.00694444444
Path: path length: 10.0, nr bad links: 287, score: 2.0
Path: path length: 11.0, nr bad links: 289, score: 1.99653979239
Path: path length: 5.0, nr bad links: 123, score: 1.9918699187
Path: path length: 10.0, nr bad links: 288, score: 1.98958333333
Path: path length: 11.0, nr bad links: 290, score: 1.98620689655
Path: path length: 11.0, nr bad links: 290, score: 1.98620689655
Path: path length: 10.0, nr bad links: 289, score: 1.97923875433
Path: path length: 10.0, nr bad links: 290, score: 1.96896551724
Path: path length: 3.0, nr bad links: 94, score: 1.96808510638
Path taken! path length: 3.0, nr bad links: 94, score: 1.96808510638
Path: path length: 11.0, nr bad links: 292, score: 1.96575342466
Path: path length: 10.0, nr bad links: 292, score: 1.96575342466
Path: path length: 10.0, nr bad links: 291, score: 1.9587628866
Path: path length: 10.0, nr bad links: 291, score: 1.9587628866
Path: path length: 2.0, nr bad links: 162, score: 1.95061728395
Path: path length: 10.0, nr bad links: 292, score: 1.94863013699
Path: path length: 10.0, nr bad links: 292, score: 1.94863013699
Path: path length: 10.0, nr bad links: 292, score: 1.94863013699
Path: path length: 10.0, nr bad links: 292, score: 1.94863013699
Path: path length: 11.0, nr bad links: 294, score: 1.94557823129
Path: path length: 5.0, nr bad links: 125, score: 1.944
Path: path length: 10.0, nr bad links: 293, score: 1.9385665529
Path: path length: 10.0, nr bad links: 293, score: 1.9385665529
Path: path length: 10.0, nr bad links: 293, score: 1.9385665529
Path: path length: 10.0, nr bad links: 293, score: 1.9385665529
Path: path length: 11.0, nr bad links: 295, score: 1.93559322034
Path: path length: 10.0, nr bad links: 294, score: 1.92857142857
Path: path length: 10.0, nr bad links: 294, score: 1.92857142857
Path: path length: 10.0, nr bad links: 294, score: 1.92857142857
Path: path length: 10.0, nr bad links: 295, score: 1.9186440678
Path: path length: 10.0, nr bad links: 295, score: 1.9186440678
Path: path length: 10.0, nr bad links: 295, score: 1.9186440678
Path: path length: 10.0, nr bad links: 295, score: 1.9186440678
Path: path length: 5.0, nr bad links: 122, score: 1.91803278689
Path: path length: 10.0, nr bad links: 297, score: 1.91582491582
Path: path length: 10.0, nr bad links: 296, score: 1.90878378378
Path: path length: 10.0, nr bad links: 296, score: 1.90878378378
Path: path length: 10.0, nr bad links: 296, score: 1.90878378378
Path: path length: 10.0, nr bad links: 296, score: 1.90878378378
Path: path length: 10.0, nr bad links: 296, score: 1.90878378378
Path: path length: 10.0, nr bad links: 296, score: 1.90878378378
Path: path length: 10.0, nr bad links: 298, score: 1.90604026846
Path: path length: 10.0, nr bad links: 298, score: 1.90604026846
Path: path length: 10.0, nr bad links: 297, score: 1.89898989899
Path: path length: 10.0, nr bad links: 297, score: 1.89898989899
Path: path length: 10.0, nr bad links: 297, score: 1.89898989899
Path: path length: 10.0, nr bad links: 297, score: 1.89898989899
Path: path length: 5.0, nr bad links: 127, score: 1.89763779528
Path: path length: 10.0, nr bad links: 298, score: 1.88926174497
Path: path length: 10.0, nr bad links: 298, score: 1.88926174497
Path: path length: 10.0, nr bad links: 298, score: 1.88926174497
Path: path length: 10.0, nr bad links: 298, score: 1.88926174497
Path: path length: 10.0, nr bad links: 298, score: 1.88926174497
Path: path length: 10.0, nr bad links: 298, score: 1.88926174497
Path: path length: 10.0, nr bad links: 298, score: 1.88926174497
Path: path length: 10.0, nr bad links: 297, score: 1.88888888889
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 10.0, nr bad links: 299, score: 1.87959866221
Path: path length: 11.0, nr bad links: 301, score: 1.87707641196
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 300, score: 1.87
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 301, score: 1.86046511628
Path: path length: 10.0, nr bad links: 303, score: 1.85808580858
Path: path length: 1.0, nr bad links: 7, score: 1.85714285714
Path taken! path length: 1.0, nr bad links: 7, score: 1.85714285714
Path: path length: 3.0, nr bad links: 94, score: 1.85106382979
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 302, score: 1.85099337748
Path: path length: 10.0, nr bad links: 301, score: 1.85049833887
Path: path length: 10.0, nr bad links: 301, score: 1.85049833887
Path: path length: 1.0, nr bad links: 40, score: 1.85
Path taken! path length: 1.0, nr bad links: 40, score: 1.85
Path: path length: 10.0, nr bad links: 304, score: 1.84868421053
Path: path length: 10.0, nr bad links: 304, score: 1.84868421053
Path: path length: 10.0, nr bad links: 304, score: 1.84868421053
Path: path length: 10.0, nr bad links: 304, score: 1.84868421053
Path: path length: 10.0, nr bad links: 304, score: 1.84868421053
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@ksahlin
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ksahlin commented Mar 21, 2016

The stats looks ok to me now, -z is therefore not needed. However, the output you pasted seems to be truncated --- I can't find the BAC-library stats. Good that you see improvement in results. I would also suggest you to try the parameter --no_score for your dataset, to see if the output improves further.

Best,
Kristoffer

@vasanth87
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Dear Kristoffer,

Thank you for the assistance. I appreciate it.

I tried as suggested by you with --no_score option. As you predicted, there
are further improvements in the statistics. Attached is the statistics file.

Which one would you suggest is the most reliable, in terms of lesser
mis-assemblies? I hope it is not a troublesome question.

Thank you.

Best Regards,
Vasanth

On Tue, Mar 22, 2016 at 1:11 AM, Kristoffer [email protected]
wrote:

The stats looks ok to me now, -z is therefore not needed. However, the
output you pasted seems to be truncated --- I can't find the BAC-library
stats. Good that you see improvement in results. I would also suggest you
to try the parameter --no_score for your dataset, to see if the output
improves further.

Best,
Kristoffer


You are receiving this because you authored the thread.
Reply to this email directly or view it on GitHub
#27 (comment)

Time elapsed for reading in contig sequences:7.66952085495

PASS 1

Mean before filtering : 14258.6958588
Std_est before filtering: 21399.0518077
Mean converged: 13992.7674302
Std_est converged: 567.484961261
Skewness of distribution: -1.1154870416
mode for chunk size 1 : 14188.5
mode for chunk size 6 : 14187.0
mode for chunk size 11 : 14184.5
mode for chunk size 16 : 14168.0
mode for chunk size 21 : 14080.5
mode for chunk size 26 : 14079.0
mode for chunk size 31 : 14182.5
mode for chunk size 36 : 14202.0
mode for chunk size 41 : 14083.5
mode for chunk size 46 : 14191.0
mode for chunk size 51 : 14101.5
mode for chunk size 56 : 14084.0
mode for chunk size 61 : 14060.5
mode for chunk size 66 : 14091.0
mode for chunk size 71 : 14093.5
mode for chunk size 76 : 14098.0
mode for chunk size 81 : 14053.5
mode for chunk size 86 : 14061.0
mode for chunk size 91 : 14059.5
mode for chunk size 96 : 14064.0
mode for chunk size 101 : 14089.5
Mean of getdistr adjusted distribution: 13992.8353242
Sigma of getdistr adjusted distribution: 567.224251801
Skewness of getdistr adjusted distribution: -1.11419746191
Median of getdistr adjusted distribution: 14055
Mode of getdistr adjusted distribution: 14091
Using mean and stddev of getdistr adjusted distribution from here: 13992.8353242 567.224251801
Contamine mean before filtering : 12174.907791
Contamine stddev before filtering: 11353.5888824
Contamine mean converged: 12076.4271089
Contamine std_est converged: 3067.99518512

LIBRARY STATISTICS
Mean of library set to: 13992.8353242
Standard deviation of library set to: 567.224251801
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 149840.0
-T (library insert size threshold) set to: 16261.7323314
-k set to (Scaffolding with contigs larger than): 16261.7323314
Number of links required to create an edge: 3
Read length set to: 117.2

Time elapsed for getting libmetrics, iteration 0: 35.5389959812

Parsing BAM file...
L50: 104 N50: 1830268 Initial contig assembly length: 735565227
Nr of contigs that was singeled out due to length constraints 2543
Time initializing BESST objects: 0.0195560455322
Nr of contigs/scaffolds included in scaffolding: 1594
Total time elapsed for initializing Graph: 0.0199449062347
Reading bam file and creating scaffold graph...
ELAPSED reading file: 898.830690145
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 11505602
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 30920662
Reads with too large insert size from "USEFUL READS" (filtered out): 8631851
Initial number of edges in G (the graph with large contigs): 0
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 21680
Number of duplicated reads indicated and removed: 2749215
Mean coverage before filtering out extreme observations = 74.7350917478
Std dev of coverage before filtering out extreme observations= 313.960160314
Mean coverage after filtering = 32.4630306286
Std coverage after filtering = 12.3715186984
Length of longest contig in calc of coverage: 11504932
Length of shortest contig in calc of coverage: 16266
Detecting repeats..
Removed a total of: 280 repeats. With coverage larger than 81.9029099359
Number of edges in G (after repeat removel): 0
Number of edges in G_prime (after repeat removel): 16760
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 0
Number of edges in G_prime (after filtering for buggy flag stats reporting): 16760
Number of fishy edges in G_prime 10342
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 6418
Total time for CreateGraph-module, iteration 0: 899.292551994

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
0 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 39.2827239037
414 paths detected are with score greater or equal to 1.5
Path: path length: 0.0, nr bad links: 0, score: 814
Path taken! path length: 0.0, nr bad links: 0, score: 814
Path: path length: 0.0, nr bad links: 0, score: 807
Path taken! path length: 0.0, nr bad links: 0, score: 807
Path: path length: 0.0, nr bad links: 0, score: 799
Path taken! path length: 0.0, nr bad links: 0, score: 799
Path: path length: 0.0, nr bad links: 0, score: 759
Path taken! path length: 0.0, nr bad links: 0, score: 759
Path: path length: 0.0, nr bad links: 0, score: 718
Path taken! path length: 0.0, nr bad links: 0, score: 718
Path: path length: 0.0, nr bad links: 0, score: 717
Path taken! path length: 0.0, nr bad links: 0, score: 717
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Path taken! path length: 0.0, nr bad links: 0, score: 4
Path: path length: 0.0, nr bad links: 0, score: 4
Path taken! path length: 0.0, nr bad links: 0, score: 4
Path: path length: 0.0, nr bad links: 0, score: 4
Path taken! path length: 0.0, nr bad links: 0, score: 4
Path: path length: 9.0, nr bad links: 111, score: 3.86486486486
Path taken! path length: 9.0, nr bad links: 111, score: 3.86486486486
Path: path length: 9.0, nr bad links: 113, score: 3.77876106195
Path: path length: 0.0, nr bad links: 22, score: 3.68181818182
Path taken! path length: 0.0, nr bad links: 22, score: 3.68181818182
Path: path length: 2.0, nr bad links: 44, score: 3.59090909091
Path taken! path length: 2.0, nr bad links: 44, score: 3.59090909091
Path: path length: 1.0, nr bad links: 7, score: 3.57142857143
Path taken! path length: 1.0, nr bad links: 7, score: 3.57142857143
Path: path length: 0.0, nr bad links: 35, score: 3.45714285714
Beginning is already in path
Path: path length: 0.0, nr bad links: 103, score: 3.38834951456
Beginning is already in path
Path: path length: 0.0, nr bad links: 3, score: 3.33333333333
Path taken! path length: 0.0, nr bad links: 3, score: 3.33333333333
Path: path length: 2.0, nr bad links: 47, score: 3.29787234043
Path: path length: 0.0, nr bad links: 41, score: 3.29268292683
Path taken! path length: 0.0, nr bad links: 41, score: 3.29268292683
Path: path length: 0.0, nr bad links: 35, score: 3.25714285714
Path taken! path length: 0.0, nr bad links: 35, score: 3.25714285714
Path: path length: 0.0, nr bad links: 4, score: 3.25
Path taken! path length: 0.0, nr bad links: 4, score: 3.25
Path: path length: 0.0, nr bad links: 16, score: 3.1875
Path taken! path length: 0.0, nr bad links: 16, score: 3.1875
Path: path length: 9.0, nr bad links: 129, score: 3.18604651163
Path: path length: 9.0, nr bad links: 131, score: 3.12213740458
Path: path length: 9.0, nr bad links: 131, score: 3.12213740458
Path: path length: 0.0, nr bad links: 10, score: 3.1
Path taken! path length: 0.0, nr bad links: 10, score: 3.1
Path: path length: 9.0, nr bad links: 133, score: 3.06015037594
Path: path length: 2.0, nr bad links: 114, score: 3.05263157895
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 3, score: 3.0
Path taken! path length: 0.0, nr bad links: 3, score: 3.0
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 6, score: 3.0
Path taken! path length: 0.0, nr bad links: 6, score: 3.0
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 0.0, nr bad links: 0, score: 3
Path taken! path length: 0.0, nr bad links: 0, score: 3
Path: path length: 1.0, nr bad links: 39, score: 2.97435897436
Path taken! path length: 1.0, nr bad links: 39, score: 2.97435897436
Path: path length: 9.0, nr bad links: 136, score: 2.97058823529
Path: path length: 1.0, nr bad links: 74, score: 2.95945945946
Beginning is already in path
Path: path length: 8.0, nr bad links: 137, score: 2.94160583942
Path: path length: 1.0, nr bad links: 86, score: 2.91860465116
Path taken! path length: 1.0, nr bad links: 86, score: 2.91860465116
Path: path length: 8.0, nr bad links: 138, score: 2.91304347826
Path: path length: 8.0, nr bad links: 138, score: 2.91304347826
Path: path length: 8.0, nr bad links: 138, score: 2.91304347826
Path: path length: 0.0, nr bad links: 10, score: 2.9
Path taken! path length: 0.0, nr bad links: 10, score: 2.9
Path: path length: 8.0, nr bad links: 139, score: 2.88489208633
Path: path length: 0.0, nr bad links: 40, score: 2.825
Path taken! path length: 0.0, nr bad links: 40, score: 2.825
Path: path length: 1.0, nr bad links: 14, score: 2.78571428571
Path taken! path length: 1.0, nr bad links: 14, score: 2.78571428571
Path: path length: 1.0, nr bad links: 168, score: 2.75
Path: path length: 0.0, nr bad links: 4, score: 2.75
Path taken! path length: 0.0, nr bad links: 4, score: 2.75
Path: path length: 2.0, nr bad links: 117, score: 2.68376068376
Path: path length: 0.0, nr bad links: 3, score: 2.66666666667
Path taken! path length: 0.0, nr bad links: 3, score: 2.66666666667
Path: path length: 0.0, nr bad links: 27, score: 2.66666666667
Path taken! path length: 0.0, nr bad links: 27, score: 2.66666666667
Path: path length: 0.0, nr bad links: 14, score: 2.64285714286
Path taken! path length: 0.0, nr bad links: 14, score: 2.64285714286
Path: path length: 2.0, nr bad links: 55, score: 2.63636363636
Path taken! path length: 2.0, nr bad links: 55, score: 2.63636363636
Path: path length: 0.0, nr bad links: 98, score: 2.63265306122
Path taken! path length: 0.0, nr bad links: 98, score: 2.63265306122
Path: path length: 0.0, nr bad links: 12, score: 2.58333333333
Path taken! path length: 0.0, nr bad links: 12, score: 2.58333333333
Path: path length: 9.0, nr bad links: 151, score: 2.5761589404
Path: path length: 0.0, nr bad links: 7, score: 2.57142857143
Path taken! path length: 0.0, nr bad links: 7, score: 2.57142857143
Path: path length: 0.0, nr bad links: 8, score: 2.5
Path taken! path length: 0.0, nr bad links: 8, score: 2.5
Path: path length: 0.0, nr bad links: 6, score: 2.5
Path taken! path length: 0.0, nr bad links: 6, score: 2.5
Path: path length: 0.0, nr bad links: 4, score: 2.5
Path taken! path length: 0.0, nr bad links: 4, score: 2.5
Path: path length: 0.0, nr bad links: 13, score: 2.46153846154
Path taken! path length: 0.0, nr bad links: 13, score: 2.46153846154
Path: path length: 8.0, nr bad links: 156, score: 2.46153846154
Path: path length: 0.0, nr bad links: 20, score: 2.45
Path taken! path length: 0.0, nr bad links: 20, score: 2.45
Path: path length: 2.0, nr bad links: 125, score: 2.448
Path: path length: 8.0, nr bad links: 157, score: 2.41401273885
Path: path length: 9.0, nr bad links: 156, score: 2.41025641026
Path: path length: 8.0, nr bad links: 159, score: 2.39622641509
Path: path length: 8.0, nr bad links: 159, score: 2.37106918239
Path: path length: 9.0, nr bad links: 158, score: 2.36708860759
Path: path length: 0.0, nr bad links: 81, score: 2.34567901235
Path taken! path length: 0.0, nr bad links: 81, score: 2.34567901235
Path: path length: 2.0, nr bad links: 129, score: 2.34108527132
Path: path length: 0.0, nr bad links: 6, score: 2.33333333333
Path taken! path length: 0.0, nr bad links: 6, score: 2.33333333333
Path: path length: 8.0, nr bad links: 162, score: 2.33333333333
Path: path length: 8.0, nr bad links: 163, score: 2.31288343558
Path: path length: 7.0, nr bad links: 163, score: 2.31288343558
Path: path length: 7.0, nr bad links: 164, score: 2.29268292683
Path: path length: 0.0, nr bad links: 17, score: 2.23529411765
Path taken! path length: 0.0, nr bad links: 17, score: 2.23529411765
Path: path length: 3.0, nr bad links: 143, score: 2.23076923077
Path: path length: 9.0, nr bad links: 169, score: 2.19526627219
Path: path length: 0.0, nr bad links: 6, score: 2.16666666667
Path taken! path length: 0.0, nr bad links: 6, score: 2.16666666667
Path: path length: 0.0, nr bad links: 6, score: 2.16666666667
Path taken! path length: 0.0, nr bad links: 6, score: 2.16666666667
Path: path length: 0.0, nr bad links: 7, score: 2.14285714286
Path taken! path length: 0.0, nr bad links: 7, score: 2.14285714286
Path: path length: 0.0, nr bad links: 68, score: 2.10294117647
Path taken! path length: 0.0, nr bad links: 68, score: 2.10294117647
Path: path length: 3.0, nr bad links: 149, score: 2.10067114094
Path: path length: 8.0, nr bad links: 175, score: 2.06285714286
Path: path length: 9.0, nr bad links: 174, score: 2.05747126437
Path: path length: 0.0, nr bad links: 18, score: 2.05555555556
Path taken! path length: 0.0, nr bad links: 18, score: 2.05555555556
Path: path length: 0.0, nr bad links: 23, score: 2.04347826087
Path taken! path length: 0.0, nr bad links: 23, score: 2.04347826087
Path: path length: 8.0, nr bad links: 177, score: 2.02824858757
Path: path length: 8.0, nr bad links: 177, score: 2.02824858757
Path: path length: 9.0, nr bad links: 176, score: 2.02272727273
Path: path length: 9.0, nr bad links: 176, score: 2.02272727273
Path: path length: 1.0, nr bad links: 66, score: 2.01515151515
Path: path length: 7.0, nr bad links: 177, score: 2.01129943503
Path: path length: 7.0, nr bad links: 177, score: 2.00564971751
Path: path length: 0.0, nr bad links: 3, score: 2.0
Path taken! path length: 0.0, nr bad links: 3, score: 2.0
Path: path length: 0.0, nr bad links: 3, score: 2.0
Path taken! path length: 0.0, nr bad links: 3, score: 2.0
Path: path length: 0.0, nr bad links: 3, score: 2.0
Path taken! path length: 0.0, nr bad links: 3, score: 2.0
Path: path length: 0.0, nr bad links: 9, score: 2.0
Path taken! path length: 0.0, nr bad links: 9, score: 2.0
Path: path length: 0.0, nr bad links: 3, score: 2.0
Path taken! path length: 0.0, nr bad links: 3, score: 2.0
Path: path length: 0.0, nr bad links: 11, score: 2.0
Path taken! path length: 0.0, nr bad links: 11, score: 2.0
Path: path length: 0.0, nr bad links: 5, score: 2.0
Path taken! path length: 0.0, nr bad links: 5, score: 2.0
Path: path length: 8.0, nr bad links: 179, score: 1.99441340782
Path: path length: 8.0, nr bad links: 179, score: 1.99441340782
Path: path length: 9.0, nr bad links: 178, score: 1.98876404494
Path: path length: 0.0, nr bad links: 68, score: 1.98529411765
Path taken! path length: 0.0, nr bad links: 68, score: 1.98529411765
Path: path length: 8.0, nr bad links: 181, score: 1.98342541436
Path: path length: 7.0, nr bad links: 179, score: 1.97765363128
Path: path length: 7.0, nr bad links: 179, score: 1.97765363128
Path: path length: 7.0, nr bad links: 181, score: 1.96132596685
Path: path length: 0.0, nr bad links: 21, score: 1.95238095238
Path taken! path length: 0.0, nr bad links: 21, score: 1.95238095238
Path: path length: 8.0, nr bad links: 183, score: 1.95081967213
Path: path length: 7.0, nr bad links: 182, score: 1.94505494505
Path: path length: 8.0, nr bad links: 182, score: 1.94505494505
Path: path length: 9.0, nr bad links: 181, score: 1.93922651934
Path: path length: 7.0, nr bad links: 183, score: 1.92896174863
Path: path length: 8.0, nr bad links: 182, score: 1.92307692308
Path: path length: 7.0, nr bad links: 184, score: 1.91304347826
Path: path length: 7.0, nr bad links: 184, score: 1.91304347826
Path: path length: 7.0, nr bad links: 184, score: 1.91304347826
Path: path length: 8.0, nr bad links: 183, score: 1.90710382514
Path: path length: 8.0, nr bad links: 183, score: 1.90710382514
Path: path length: 8.0, nr bad links: 183, score: 1.90710382514
Path: path length: 1.0, nr bad links: 20, score: 1.9
Path taken! path length: 1.0, nr bad links: 20, score: 1.9
Path: path length: 7.0, nr bad links: 185, score: 1.8972972973
Path: path length: 0.0, nr bad links: 38, score: 1.89473684211
Path taken! path length: 0.0, nr bad links: 38, score: 1.89473684211
Path: path length: 8.0, nr bad links: 184, score: 1.89130434783
Path: path length: 1.0, nr bad links: 315, score: 1.86984126984
Path: path length: 8.0, nr bad links: 190, score: 1.84210526316
Path: path length: 8.0, nr bad links: 192, score: 1.8125
Path: path length: 0.0, nr bad links: 5, score: 1.8
Path taken! path length: 0.0, nr bad links: 5, score: 1.8
Path: path length: 8.0, nr bad links: 379, score: 1.79155672823
Path: path length: 8.0, nr bad links: 177, score: 1.79096045198
Path: path length: 8.0, nr bad links: 194, score: 1.78350515464
Path: path length: 3.0, nr bad links: 166, score: 1.78313253012
Path: path length: 10.0, nr bad links: 212, score: 1.76886792453
Path: path length: 10.0, nr bad links: 212, score: 1.76886792453
Path: path length: 0.0, nr bad links: 106, score: 1.7641509434
Beginning is already in path
Path: path length: 8.0, nr bad links: 179, score: 1.75977653631
Path: path length: 0.0, nr bad links: 8, score: 1.75
Path taken! path length: 0.0, nr bad links: 8, score: 1.75
Path: path length: 0.0, nr bad links: 4, score: 1.75
Path taken! path length: 0.0, nr bad links: 4, score: 1.75
Path: path length: 0.0, nr bad links: 4, score: 1.75
Path taken! path length: 0.0, nr bad links: 4, score: 1.75
Path: path length: 0.0, nr bad links: 43, score: 1.74418604651
Path taken! path length: 0.0, nr bad links: 43, score: 1.74418604651
Path: path length: 10.0, nr bad links: 214, score: 1.74299065421
Path: path length: 10.0, nr bad links: 214, score: 1.74299065421
Path: path length: 7.0, nr bad links: 387, score: 1.7338501292
Path: path length: 7.0, nr bad links: 195, score: 1.72820512821
Path: path length: 0.0, nr bad links: 77, score: 1.72727272727
Path taken! path length: 0.0, nr bad links: 77, score: 1.72727272727
Path: path length: 8.0, nr bad links: 192, score: 1.72395833333
Path: path length: 6.0, nr bad links: 194, score: 1.72164948454
Path: path length: 8.0, nr bad links: 197, score: 1.72081218274
Path: path length: 7.0, nr bad links: 385, score: 1.71948051948
Path: path length: 0.0, nr bad links: 53, score: 1.71698113208
Path taken! path length: 0.0, nr bad links: 53, score: 1.71698113208
Path: path length: 9.0, nr bad links: 196, score: 1.71428571429
Path: path length: 6.0, nr bad links: 195, score: 1.70769230769
Path: path length: 8.0, nr bad links: 194, score: 1.69587628866
Path: path length: 1.0, nr bad links: 13, score: 1.69230769231
Path taken! path length: 1.0, nr bad links: 13, score: 1.69230769231
Path: path length: 7.0, nr bad links: 199, score: 1.6783919598
Path: path length: 0.0, nr bad links: 3, score: 1.66666666667
Path taken! path length: 0.0, nr bad links: 3, score: 1.66666666667
Path: path length: 0.0, nr bad links: 9, score: 1.66666666667
Path taken! path length: 0.0, nr bad links: 9, score: 1.66666666667
Path: path length: 0.0, nr bad links: 6, score: 1.66666666667
Path taken! path length: 0.0, nr bad links: 6, score: 1.66666666667
Path: path length: 0.0, nr bad links: 3, score: 1.66666666667
Path taken! path length: 0.0, nr bad links: 3, score: 1.66666666667
Path: path length: 0.0, nr bad links: 3, score: 1.66666666667
Path taken! path length: 0.0, nr bad links: 3, score: 1.66666666667
Path: path length: 6.0, nr bad links: 393, score: 1.6641221374
Path: path length: 7.0, nr bad links: 202, score: 1.65346534653
Path: path length: 8.0, nr bad links: 201, score: 1.64676616915
Path: path length: 2.0, nr bad links: 73, score: 1.64383561644
Path: path length: 0.0, nr bad links: 33, score: 1.63636363636
Path taken! path length: 0.0, nr bad links: 33, score: 1.63636363636
Path: path length: 8.0, nr bad links: 402, score: 1.63184079602
Path: path length: 7.0, nr bad links: 203, score: 1.62561576355
Path: path length: 7.0, nr bad links: 205, score: 1.61463414634
Path: path length: 6.0, nr bad links: 204, score: 1.61274509804
Path: path length: 8.0, nr bad links: 204, score: 1.60784313725
Path: path length: 0.0, nr bad links: 5, score: 1.6
Path taken! path length: 0.0, nr bad links: 5, score: 1.6
Path: path length: 7.0, nr bad links: 410, score: 1.58048780488
Path: path length: 0.0, nr bad links: 50, score: 1.58
Path taken! path length: 0.0, nr bad links: 50, score: 1.58
Path: path length: 1.0, nr bad links: 19, score: 1.57894736842
Path taken! path length: 1.0, nr bad links: 19, score: 1.57894736842
Path: path length: 7.0, nr bad links: 208, score: 1.57692307692
Path: path length: 8.0, nr bad links: 207, score: 1.57004830918
Path: path length: 7.0, nr bad links: 408, score: 1.56617647059
Path: path length: 1.0, nr bad links: 53, score: 1.56603773585
Beginning is already in path
Path: path length: 6.0, nr bad links: 209, score: 1.56459330144
Path: path length: 8.0, nr bad links: 208, score: 1.55769230769
Path: path length: 7.0, nr bad links: 208, score: 1.55769230769
Path: path length: 1.0, nr bad links: 27, score: 1.55555555556
Path taken! path length: 1.0, nr bad links: 27, score: 1.55555555556
Path: path length: 6.0, nr bad links: 210, score: 1.55238095238
Path: path length: 10.0, nr bad links: 230, score: 1.55217391304
Path: path length: 10.0, nr bad links: 230, score: 1.55217391304
Path: path length: 7.0, nr bad links: 209, score: 1.54545454545
Path: path length: 8.0, nr bad links: 195, score: 1.53333333333
Path: path length: 10.0, nr bad links: 232, score: 1.53017241379
Path: path length: 10.0, nr bad links: 232, score: 1.53017241379
Path: path length: 10.0, nr bad links: 232, score: 1.53017241379
Path: path length: 10.0, nr bad links: 232, score: 1.53017241379
Path: path length: 6.0, nr bad links: 416, score: 1.51682692308
Path: path length: 10.0, nr bad links: 234, score: 1.50854700855
Path: path length: 10.0, nr bad links: 234, score: 1.50854700855
Path: path length: 8.0, nr bad links: 197, score: 1.5076142132
Path: path length: 8.0, nr bad links: 197, score: 1.5076142132
Path: path length: 0.0, nr bad links: 18, score: 1.5
Path taken! path length: 0.0, nr bad links: 18, score: 1.5
Path: path length: 0.0, nr bad links: 8, score: 1.5
Path taken! path length: 0.0, nr bad links: 8, score: 1.5
Path: path length: 0.0, nr bad links: 8, score: 1.5
Path taken! path length: 0.0, nr bad links: 8, score: 1.5
Path: path length: 0.0, nr bad links: 4, score: 1.5
Path taken! path length: 0.0, nr bad links: 4, score: 1.5
Path: path length: 7.0, nr bad links: 196, score: 1.5
Nr of contigs left: 3528.0 Nr of linking edges left: 1832.0
Number of gaps estimated by GapEst-LP module order_contigs in this step is: 329
Time elapsed for making scaffolds, iteration 0: 39.979473114

(super)Contigs after scaffolding: 3528

PASS 2

Mean before filtering : 17446.0756672
Std_est before filtering: 22411.5574017
Mean converged: 17163.5272067
Std_est converged: 1593.5473501
Skewness of distribution: -1.75019404181
mode for chunk size 1 : 17305.5
mode for chunk size 6 : 17307.0
mode for chunk size 11 : 17605.5
mode for chunk size 16 : 17752.0
mode for chunk size 21 : 17692.5
mode for chunk size 26 : 17745.0
mode for chunk size 31 : 17747.5
mode for chunk size 36 : 17730.0
mode for chunk size 41 : 17732.5
mode for chunk size 46 : 17733.0
mode for chunk size 51 : 17722.5
mode for chunk size 56 : 17612.0
mode for chunk size 61 : 17720.5
mode for chunk size 66 : 17721.0
mode for chunk size 71 : 17572.5
mode for chunk size 76 : 17594.0
mode for chunk size 81 : 17617.5
mode for chunk size 86 : 17587.0
mode for chunk size 91 : 17608.5
mode for chunk size 96 : 17712.0
mode for chunk size 101 : 17725.5
Mean of getdistr adjusted distribution: 17167.1221811
Sigma of getdistr adjusted distribution: 1590.33145181
Skewness of getdistr adjusted distribution: -1.7441591663
Median of getdistr adjusted distribution: 17387
Mode of getdistr adjusted distribution: 17712
Using mean and stddev of getdistr adjusted distribution from here: 17167.1221811 1590.33145181
Contamine mean before filtering : 16253.9183053
Contamine stddev before filtering: 8064.03940317
Contamine mean converged: 16237.0679269
Contamine std_est converged: 2383.98099046

LIBRARY STATISTICS
Mean of library set to: 17167.1221811
Standard deviation of library set to: 1590.33145181
MP library PE contamination:
Contamine rate (rev comp oriented) estimated to: False
lib contamine mean (avg fragmentation size): 0
lib contamine stddev: 0
Number of contamined reads used for this calculation: 163249.0
-T (library insert size threshold) set to: 23528.4479883
-k set to (Scaffolding with contigs larger than): 23528.4479883
Number of links required to create an edge: 3
Read length set to: 119.05

Time elapsed for getting libmetrics, iteration 1: 49.885283947

Parsing BAM file...
L50: 78 N50: 2411360 Initial contig assembly length: 735565227
Nr of contigs/scaffolds that was singeled out due to length constraints 427
Time cleaning BESST objects for next library: 0.00280284881592
Nr of contigs/scaffolds included in scaffolding: 743
Total time elapsed for initializing Graph: 0.017187833786
Reading bam file and creating scaffold graph...
ELAPSED reading file: 883.063824892
NR OF FISHY READ LINKS: 0
Number of USEFUL READS (reads mapping to different contigs uniquly): 11831667
Number of non unique reads (at least one read non-unique in read pair) that maps to different contigs (filtered out from scaffolding): 27466719
Reads with too large insert size from "USEFUL READS" (filtered out): 8075639
Initial number of edges in G (the graph with large contigs): 0
Initial number of edges in G_prime (the full graph of all contigs before removal of repats): 27798
Number of duplicated reads indicated and removed: 3610537
Mean coverage before filtering out extreme observations = 39.0552533961
Std dev of coverage before filtering out extreme observations= 54.7580190633
Mean coverage after filtering = 35.6140788211
Std coverage after filtering = 9.4662798298
Length of longest contig in calc of coverage: 11504932
Length of shortest contig in calc of coverage: 892
Number of edges in G (after repeat removel): 0
Number of edges in G_prime (after repeat removel): 27798
Number of BWA buggy edges removed: 0
Number of edges in G (after filtering for buggy flag stats reporting): 0
Number of edges in G_prime (after filtering for buggy flag stats reporting): 27798
Number of fishy edges in G_prime 19512
Number of edges in G_prime (after removing edges under -e threshold (if not specified, default is -e 3): 8286
Total time for CreateGraph-module, iteration 1: 883.350211859

0 link edges created.
Perform inference on scaffold graph...
Remove isolated nodes.
0 isolated contigs removed from graph.

Searching for paths BETWEEN scaffolds

Entering ELS.BetweenScaffolds single core
Elapsed time single core pathfinder: 35.2983858585
2700 paths detected are with score greater or equal to 1.5
Path: path length: 0.0, nr bad links: 0, score: 581
Path taken! path length: 0.0, nr bad links: 0, score: 581
Path: path length: 0.0, nr bad links: 0, score: 415
Path taken! path length: 0.0, nr bad links: 0, score: 415
Path: path length: 1.0, nr bad links: 0, score: 343
Path taken! path length: 1.0, nr bad links: 0, score: 343
Path: path length: 0.0, nr bad links: 0, score: 302
Path taken! path length: 0.0, nr bad links: 0, score: 302
Path: path length: 1.0, nr bad links: 0, score: 278
Path taken! path length: 1.0, nr bad links: 0, score: 278
Path: path length: 0.0, nr bad links: 0, score: 238
Path taken! path length: 0.0, nr bad links: 0, score: 238
Path: path length: 0.0, nr bad links: 0, score: 234
Path taken! path length: 0.0, nr bad links: 0, score: 234
Path: path length: 0.0, nr bad links: 0, score: 217
Path taken! path length: 0.0, nr bad links: 0, score: 217
Path: path length: 0.0, nr bad links: 0, score: 210
Path taken! path length: 0.0, nr bad links: 0, score: 210
Path: path length: 0.0, nr bad links: 4, score: 165.25
Path taken! path length: 0.0, nr bad links: 4, score: 165.25
Path: path length: 0.0, nr bad links: 0, score: 145
Path taken! path length: 0.0, nr bad links: 0, score: 145
Path: path length: 0.0, nr bad links: 4, score: 133.5
Path taken! path length: 0.0, nr bad links: 4, score: 133.5
Path: path length: 0.0, nr bad links: 0, score: 125
Path taken! path length: 0.0, nr bad links: 0, score: 125
Path: path length: 0.0, nr bad links: 0, score: 124
Path taken! path length: 0.0, nr bad links: 0, score: 124
Path: path length: 0.0, nr bad links: 0, score: 122
Path taken! path length: 0.0, nr bad links: 0, score: 122
Path: path length: 0.0, nr bad links: 0, score: 119
Path taken! path length: 0.0, nr bad links: 0, score: 119
Path: path length: 0.0, nr bad links: 0, score: 116
Path taken! path length: 0.0, nr bad links: 0, score: 116
Path: path length: 0.0, nr bad links: 4, score: 94.75
Path taken! path length: 0.0, nr bad links: 4, score: 94.75
Path: path length: 0.0, nr bad links: 6, score: 93.5
Path taken! path length: 0.0, nr bad links: 6, score: 93.5
Path: path length: 0.0, nr bad links: 0, score: 90
Path taken! path length: 0.0, nr bad links: 0, score: 90
Path: path length: 0.0, nr bad links: 0, score: 89
Path taken! path length: 0.0, nr bad links: 0, score: 89
Path: path length: 1.0, nr bad links: 4, score: 86.25
Path taken! path length: 1.0, nr bad links: 4, score: 86.25
Path: path length: 0.0, nr bad links: 0, score: 84
Path taken! path length: 0.0, nr bad links: 0, score: 84
Path: path length: 0.0, nr bad links: 0, score: 83
Path taken! path length: 0.0, nr bad links: 0, score: 83
Path: path length: 0.0, nr bad links: 0, score: 80
Path taken! path length: 0.0, nr bad links: 0, score: 80
Path: path length: 0.0, nr bad links: 0, score: 74
Path taken! path length: 0.0, nr bad links: 0, score: 74
Path: path length: 0.0, nr bad links: 0, score: 64
Path taken! path length: 0.0, nr bad links: 0, score: 64
Path: path length: 0.0, nr bad links: 0, score: 64
Path taken! path length: 0.0, nr bad links: 0, score: 64
Path: path length: 0.0, nr bad links: 0, score: 61
Path taken! path length: 0.0, nr bad links: 0, score: 61
Path: path length: 1.0, nr bad links: 0, score: 54
Path taken! path length: 1.0, nr bad links: 0, score: 54
Path: path length: 0.0, nr bad links: 10, score: 50.3
Path taken! path length: 0.0, nr bad links: 10, score: 50.3
Path: path length: 0.0, nr bad links: 4, score: 50.0
Path taken! path length: 0.0, nr bad links: 4, score: 50.0
Path: path length: 1.0, nr bad links: 0, score: 49
Path taken! path length: 1.0, nr bad links: 0, score: 49
Path: path length: 0.0, nr bad links: 0, score: 46
Path taken! path length: 0.0, nr bad links: 0, score: 46
Path: path length: 0.0, nr bad links: 0, score: 45
Path taken! path length: 0.0, nr bad links: 0, score: 45
Path: path length: 0.0, nr bad links: 0, score: 45
Path taken! path length: 0.0, nr bad links: 0, score: 45
Path: path length: 0.0, nr bad links: 7, score: 43.5714285714
Path taken! path length: 0.0, nr bad links: 7, score: 43.5714285714
Path: path length: 0.0, nr bad links: 0, score: 43
Path taken! path length: 0.0, nr bad links: 0, score: 43
Path: path length: 0.0, nr bad links: 11, score: 41.8181818182
Path taken! path length: 0.0, nr bad links: 11, score: 41.8181818182
Path: path length: 0.0, nr bad links: 0, score: 41
Path taken! path length: 0.0, nr bad links: 0, score: 41
Path: path length: 0.0, nr bad links: 0, score: 41
Path taken! path length: 0.0, nr bad links: 0, score: 41
Path: path length: 0.0, nr bad links: 0, score: 38
Path taken! path length: 0.0, nr bad links: 0, score: 38
Path: path length: 0.0, nr bad links: 0, score: 37
Path taken! path length: 0.0, nr bad links: 0, score: 37
Path: path length: 0.0, nr bad links: 0, score: 37
Path taken! path length: 0.0, nr bad links: 0, score: 37
Path: path length: 1.0, nr bad links: 0, score: 35
Path taken! path length: 1.0, nr bad links: 0, score: 35
Path: path length: 0.0, nr bad links: 0, score: 35
Path taken! path length: 0.0, nr bad links: 0, score: 35
Path: path length: 0.0, nr bad links: 14, score: 34.9285714286
Path taken! path length: 0.0, nr bad links: 14, score: 34.9285714286
Path: path length: 0.0, nr bad links: 20, score: 32.95
Path taken! path length: 0.0, nr bad links: 20, score: 32.95
Path: path length: 1.0, nr bad links: 3, score: 32.6666666667
Path taken! path length: 1.0, nr bad links: 3, score: 32.6666666667
Path: path length: 0.0, nr bad links: 3, score: 32.0
Path taken! path length: 0.0, nr bad links: 3, score: 32.0
Path: path length: 0.0, nr bad links: 9, score: 29.8888888889
Beginning is already in path
Path: path length: 0.0, nr bad links: 11, score: 29.8181818182
Path taken! path length: 0.0, nr bad links: 11, score: 29.8181818182
Path: path length: 0.0, nr bad links: 19, score: 28.2631578947
Path taken! path length: 0.0, nr bad links: 19, score: 28.2631578947
Path: path length: 1.0, nr bad links: 0, score: 28
Path taken! path length: 1.0, nr bad links: 0, score: 28
Path: path length: 1.0, nr bad links: 12, score: 27.0833333333
Path taken! path length: 1.0, nr bad links: 12, score: 27.0833333333
Path: path length: 0.0, nr bad links: 0, score: 27
Path taken! path length: 0.0, nr bad links: 0, score: 27
Path: path length: 0.0, nr bad links: 22, score: 25.6363636364
Path taken! path length: 0.0, nr bad links: 22, score: 25.6363636364
Path: path length: 0.0, nr bad links: 0, score: 25
Path taken! path length: 0.0, nr bad links: 0, score: 25
Path: path length: 0.0, nr bad links: 16, score: 24.5
Path taken! path length: 0.0, nr bad links: 16, score: 24.5
Path: path length: 0.0, nr bad links: 0, score: 23
Path taken! path length: 0.0, nr bad links: 0, score: 23
Path: path length: 0.0, nr bad links: 0, score: 21
Path taken! path length: 0.0, nr bad links: 0, score: 21
Path: path length: 0.0, nr bad links: 0, score: 21
Path taken! path length: 0.0, nr bad links: 0, score: 21
Path: path length: 1.0, nr bad links: 33, score: 20.2727272727
Path taken! path length: 1.0, nr bad links: 33, score: 20.2727272727
Path: path length: 0.0, nr bad links: 0, score: 20
Path taken! path length: 0.0, nr bad links: 0, score: 20
Path: path length: 0.0, nr bad links: 32, score: 19.8125
Path taken! path length: 0.0, nr bad links: 32, score: 19.8125
Path: path length: 0.0, nr bad links: 0, score: 19
Path taken! path length: 0.0, nr bad links: 0, score: 19
Path: path length: 0.0, nr bad links: 3, score: 19.0
Path taken! path length: 0.0, nr bad links: 3, score: 19.0
Path: path length: 0.0, nr bad links: 6, score: 18.5
Path taken! path length: 0.0, nr bad links: 6, score: 18.5
Path: path length: 0.0, nr bad links: 16, score: 18.1875
Path taken! path length: 0.0, nr bad links: 16, score: 18.1875
Path: path length: 0.0, nr bad links: 0, score: 18
Path taken! path length: 0.0, nr bad links: 0, score: 18
Path: path length: 0.0, nr bad links: 0, score: 18
Path taken! path length: 0.0, nr bad links: 0, score: 18
Path: path length: 0.0, nr bad links: 0, score: 18
Path taken! path length: 0.0, nr bad links: 0, score: 18
Path: path length: 0.0, nr bad links: 0, score: 18
Path taken! path length: 0.0, nr bad links: 0, score: 18
Path: path length: 0.0, nr bad links: 27, score: 17.3333333333
Path taken! path length: 0.0, nr bad links: 27, score: 17.3333333333
Path: path length: 0.0, nr bad links: 0, score: 17
Path taken! path length: 0.0, nr bad links: 0, score: 17
Path: path length: 0.0, nr bad links: 0, score: 16
Path taken! path length: 0.0, nr bad links: 0, score: 16
Path: path length: 0.0, nr bad links: 0, score: 15
Path taken! path length: 0.0, nr bad links: 0, score: 15
Path: path length: 0.0, nr bad links: 18, score: 14.4444444444
Path taken! path length: 0.0, nr bad links: 18, score: 14.4444444444
Path: path length: 0.0, nr bad links: 38, score: 14.1578947368
Path taken! path length: 0.0, nr bad links: 38, score: 14.1578947368
Path: path length: 0.0, nr bad links: 37, score: 14.0810810811
Path taken! path length: 0.0, nr bad links: 37, score: 14.0810810811
Path: path length: 0.0, nr bad links: 0, score: 14
Path taken! path length: 0.0, nr bad links: 0, score: 14
Path: path length: 0.0, nr bad links: 0, score: 14
Path taken! path length: 0.0, nr bad links: 0, score: 14
Path: path length: 0.0, nr bad links: 18, score: 13.6111111111
Path taken! path length: 0.0, nr bad links: 18, score: 13.6111111111
Path: path length: 0.0, nr bad links: 27, score: 13.5555555556
Path taken! path length: 0.0, nr bad links: 27, score: 13.5555555556
Path: path length: 1.0, nr bad links: 0, score: 13
Path taken! path length: 1.0, nr bad links: 0, score: 13
Path: path length: 0.0, nr bad links: 0, score: 13
Path taken! path length: 0.0, nr bad links: 0, score: 13
Path: path length: 0.0, nr bad links: 40, score: 12.45
Path taken! path length: 0.0, nr bad links: 40, score: 12.45
Path: path length: 0.0, nr bad links: 29, score: 12.4137931034
Path taken! path length: 0.0, nr bad links: 29, score: 12.4137931034
Path: path length: 0.0, nr bad links: 0, score: 12
Path taken! path length: 0.0, nr bad links: 0, score: 12
Path: path length: 0.0, nr bad links: 0, score: 12
Path taken! path length: 0.0, nr bad links: 0, score: 12
Path: path length: 0.0, nr bad links: 0, score: 12
Path taken! path length: 0.0, nr bad links: 0, score: 12
Path: path length: 0.0, nr bad links: 11, score: 11.3636363636
Path taken! path length: 0.0, nr bad links: 11, score: 11.3636363636
Path: path length: 0.0, nr bad links: 67, score: 11.0597014925
Path taken! path length: 0.0, nr bad links: 67, score: 11.0597014925
Path: path length: 0.0, nr bad links: 0, score: 11
Path taken! path length: 0.0, nr bad links: 0, score: 11
Path: path length: 0.0, nr bad links: 0, score: 11
Path taken! path length: 0.0, nr bad links: 0, score: 11
Path: path length: 0.0, nr bad links: 0, score: 11
Path taken! path length: 0.0, nr bad links: 0, score: 11
Path: path length: 0.0, nr bad links: 23, score: 10.0434782609
Path taken! path length: 0.0, nr bad links: 23, score: 10.0434782609
Path: path length: 0.0, nr bad links: 0, score: 10
Path taken! path length: 0.0, nr bad links: 0, score: 10
Path: path length: 0.0, nr bad links: 64, score: 9.828125
Path taken! path length: 0.0, nr bad links: 64, score: 9.828125
Path: path length: 0.0, nr bad links: 32, score: 9.71875
Path taken! path length: 0.0, nr bad links: 32, score: 9.71875
Path: path length: 0.0, nr bad links: 39, score: 9.58974358974
Path taken! path length: 0.0, nr bad links: 39, score: 9.58974358974
Path: path length: 0.0, nr bad links: 33, score: 9.36363636364
Path taken! path length: 0.0, nr bad links: 33, score: 9.36363636364
Path: path length: 0.0, nr bad links: 34, score: 9.29411764706
Path taken! path length: 0.0, nr bad links: 34, score: 9.29411764706
Path: path length: 0.0, nr bad links: 0, score: 9
Path taken! path length: 0.0, nr bad links: 0, score: 9
Path: path length: 0.0, nr bad links: 0, score: 9
Path taken! path length: 0.0, nr bad links: 0, score: 9
Path: path length: 0.0, nr bad links: 0, score: 9
Path taken! path length: 0.0, nr bad links: 0, score: 9
Path: path length: 1.0, nr bad links: 45, score: 8.8
Path taken! path length: 1.0, nr bad links: 45, score: 8.8
Path: path length: 0.0, nr bad links: 55, score: 8.56363636364
Path taken! path length: 0.0, nr bad links: 55, score: 8.56363636364
Path: path length: 0.0, nr bad links: 56, score: 8.32142857143
Path taken! path length: 0.0, nr bad links: 56, score: 8.32142857143
Path: path length: 0.0, nr bad links: 47, score: 8.25531914894
Path taken! path length: 0.0, nr bad links: 47, score: 8.25531914894
Path: path length: 0.0, nr bad links: 51, score: 8.1568627451
Path taken! path length: 0.0, nr bad links: 51, score: 8.1568627451
Path: path length: 1.0, nr bad links: 79, score: 8.15189873418
Path taken! path length: 1.0, nr bad links: 79, score: 8.15189873418
Path: path length: 0.0, nr bad links: 0, score: 8
Path taken! path length: 0.0, nr bad links: 0, score: 8
Path: path length: 0.0, nr bad links: 0, score: 8
Path taken! path length: 0.0, nr bad links: 0, score: 8
Path: path length: 0.0, nr bad links: 0, score: 8
Path taken! path length: 0.0, nr bad links: 0, score: 8
Path: path length: 0.0, nr bad links: 54, score: 7.7962962963
Path taken! path length: 0.0, nr bad links: 54, score: 7.7962962963
Path: path length: 0.0, nr bad links: 13, sc

@ksahlin
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ksahlin commented Mar 22, 2016

Hi,

That is difficult to tell. There is always some tradeoff. I would maybe rerun the scaffolding with -e 10 or something to remove creating links between contigs that has low support. Because you seem to have a high coverage. The parameter -e is actually inferred by besst automatically in latest develop version --- but I haven't released it to master yet.. But I think 10 could be suitable for you data set. -e is set to 3 by default by the way.

Now, if you really want to optimize, I would run several runs with BESST for different -e and take the one that gives relatively best tradeoff between contiguity (highest N50 and lowest number of scaffolds) with the highest value of -e -- If there exist such a "clear" winner. That is, my prediction is that lower -e will scaffold more, but might also be more error prone. If you would try e.g. -e from 3 to 20 (with some stepsize) and pick the highest value of -e that is "relatively good performing" (whatever that means) compared to lower values on -e.

Best,
K

@vasanth87
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Dear Kristoffer,

Thank you for the explanation. I tried several -e options, but is still
difficult to pick a clear winner. Availability of a reference sequence, to
compare, would have helped the cause. I will try and do some more analysis
to finalize an assembly. Thank you for the help.

Best Regards,
Vasanth

On Wed, Mar 23, 2016 at 12:32 AM, Kristoffer [email protected]
wrote:

Hi,

That is difficult to tell. There is always some tradeoff. I would maybe
rerun the scaffolding with -e 10 or something to remove creating links
between contigs that has low support. Because you seem to have a high
coverage. The parameter -e is actually inferred by besst automatically in
latest develop version --- but I haven't released it to master yet.. But I
think 10 could be suitable for you data set. -e is set to 3 by default by
the way.

Now, if you really want to optimize, I would run several runs with BESST
for different -e and take the one that gives relatively best tradeoff
between contiguity (highest N50 and lowest number of scaffolds) with the
highest value of -e -- If there exist such a "clear" winner. That is, my
prediction is that lower -e will scaffold more, but might also be more
error prone. If you would try e.g. -e from 3 to 20 (with some stepsize) and
pick the highest value of -e that is "relatively good performing" (whatever
that means) compared to lower values on -e.

Best,
K


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#27 (comment)

@ksahlin
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ksahlin commented Mar 24, 2016

Ok. I'm closing this issue now and have opened a separate one for the coverage bug. If you have further questions, email me directly at the adress provided either on github or in the article describing BESST.

Kristoffer

@ksahlin ksahlin closed this as completed Mar 24, 2016
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