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optimals.py
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optimals.py
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import os
import json
# minrowsums[accession, runlabel][chrfullname] = minrowsum
minrowsums = {
('GSE63525', 'GM12878_primary'): {
'chr1': 1.1e4, 'chr2': 1.4e4, 'chr3': 1.2e4, 'chr4': 9.0e3,
'chr5': 1.0e4, 'chr6': 1.1e4, 'chr7': 9.5e3, 'chr8': 1.2e4,
'chr9': 1.1e4, 'chr10': 1.3e4, 'chr11': 1.4e4, 'chr12': 1.1e4,
'chr13': 1.1e4, 'chr14': 1.0e4, 'chr15': 1.4e4, 'chr16': 1.4e4,
'chr17': 1.3e4, 'chr18': 1.4e4, 'chr19': 1.1e4, 'chr20': 1.4e4,
'chr21': 1.1e4, 'chr22': 1.2e4, 'chrX': 8.6e3
},
('GSE63525', 'GM12878_replicate'): {
'chr1': 9.0e3, 'chr2': 1.3e4, 'chr3': 1.1e4, 'chr4': 1.1e4,
'chr5': 1.0e4, 'chr6': 9.5e3, 'chr7': 1.1e4, 'chr8': 1.2e4,
'chr9': 1.1e4, 'chr10': 1.2e4, 'chr11': 1.4e4, 'chr12': 1.1e4,
'chr13': 1.1e4, 'chr14': 1.1e4, 'chr15': 1.2e4, 'chr16': 1.3e4,
'chr17': 1.3e4, 'chr18': 1.2e4, 'chr19': 1.1e4, 'chr20': 1.7e4,
'chr21': 1.1e4, 'chr22': 3.0e4, 'chrX': 1.2e4
},
('GSE63525', 'IMR90'): {
'chr1': 7.0e3, 'chr2': 6.4e3, 'chr3': 8.3e3, 'chr4': 7.4e3,
'chr5': 7.6e3, 'chr6': 6.3e3, 'chr7': 6.5e3, 'chr8': 8.2e3,
'chr9': 7.4e3, 'chr10': 6.8e3, 'chr11': 6.1e3, 'chr12': 7.2e3,
'chr13': 7.7e3, 'chr14': 6.3e3, 'chr15': 6.5e3, 'chr16': 5.1e3,
'chr17': 7.8e3, 'chr18': 7.8e3, 'chr19': 4.5e3, 'chr20': 7.4e3,
'chr21': 6.8e3, 'chr22': 6.6e3, 'chrX': 6.2e3
},
('GSE63525', 'HUVEC'): {
'chr1': 2.8e3, 'chr2': 2.5e3, 'chr3': 2.9e3, 'chr4': 2.6e3,
'chr5': 2.7e3, 'chr6': 2.9e3, 'chr7': 2.1e3, 'chr8': 2.8e3,
'chr9': 2.9e3, 'chr10': 2.6e3, 'chr11': 3.2e3, 'chr12': 2.7e3,
'chr13': 2.5e3, 'chr14': 2.6e3, 'chr15': 2.8e3, 'chr16': 2.6e3,
'chr17': 2.4e3, 'chr18': 3.0e3, 'chr19': 2.5e3, 'chr20': 3.0e3,
'chr21': 2.5e3, 'chr22': 2.5e3, 'chrX': 1.0e3
}
}
# bestbetant[accession, runlabel, mode_minrowsum, norm][chrfullname] = beta, ntlist
bestbetant = {
('GSE63525', 'GM12878_primary', True, 'raw'): {
'chr1': (9.0, [5, 12, 28]),
'chr2': (7.0, [6, 19, 35]),
'chr3': (6.0, [6, 17, 27]),
'chr4': (7.0, [4, 13, 23]),
'chr5': (6.0, [5, 14, 19]),
'chr6': (7.0, [5, 10, 21]),
'chr7': (7.0, [5, 9, 28]),
'chr8': (7.0, [4, 10, 18]),
'chr9': (6.0, [7, 14, 36]),
'chr10': (8.0, [6, 14, 35]),
'chr11': (7.0, [8, 19, 36]),
'chr12': (7.0, [6, 13, 27]),
'chr13': (9.0, [7, 15, 27]),
'chr14': (9.0, [4, 12, 21]),
'chr15': (8.0, [6, 17, 39]),
'chr16': (7.0, [7, 12, 29]),
'chr17': (8.0, [6, 15, 21]),
'chr18': (7.0, [8, 14, 21]),
'chr19': (7.0, [7, 15, 29]),
'chr20': (8.0, [4, 10, 30]),
'chr21': (9.0, [4, 10, 22]),
'chr22': (9.0, [5, 11, 21]),
'chrX': (7.0, [6, 13, 28])
},
('GSE63525', 'IMR90', True, 'raw'): {
'chr1': (9.0, [7, 15, 25]),
'chr2': (6.0, [5, 12, 30]),
'chr3': (6.0, [7, 15, 25]),
'chr4': (7.0, [5, 14, 26]),
'chr5': (6.0, [5, 12, 29]),
'chr6': (8.0, [8, 14, 39]),
'chr7': (7.0, [7, 15, 23]),
'chr8': (7.0, [8, 17, 31]),
'chr9': (6.0, [4, 13, 33]),
'chr10': (7.0, [7, 18, 28]),
'chr11': (8.0, [4, 11, 23]),
'chr12': (7.0, [8, 14, 25]),
'chr13': (9.0, [9, 15, 24]),
'chr14': (9.0, [4, 13, 25]),
'chr15': (8.0, [5, 8, 25]),
'chr16': (7.0, [6, 16, 28]),
'chr17': (7.0, [5, 14, 20]),
'chr18': (7.0, [4, 10, 19]),
'chr19': (7.0, [5, 12, 22]),
'chr20': (7.0, [5, 10, 22]),
'chr21': (9.0, [4, 7, 28]),
'chr22': (9.0, [5, 15, 31]),
'chrX': (7.0, [7, 13, 21])
},
('GSE63525', 'GM12878_primary', False, 'raw'): {
'chr1': (9.0, [5, 12, 28]),
'chr2': (7.0, [7, 19, 35]),
'chr3': (6.0, [3, 8, 27]),
'chr4': (7.0, [4, 13, 23]),
'chr5': (6.0, [5, 14, 19]),
'chr6': (7.0, [5, 10, 21]),
'chr7': (7.0, [5, 9, 28]),
'chr8': (7.0, [4, 10, 26]),
'chr9': (6.0, [4, 14, 21]),
'chr10': (8.0, [6, 14, 35]),
'chr11': (7.0, [5, 12, 18]),
'chr12': (7.0, [6, 13, 27]),
'chr13': (9.0, [3, 9, 27]),
'chr14': (9.0, [6, 12, 22]),
'chr15': (8.0, [10, 18, 37]),
'chr16': (7.0, [7, 12, 30]),
'chr17': (9.0, [6, 15, 21]),
'chr18': (8.0, [8, 14, 21]),
'chr19': (7.0, [4, 15, 29]),
'chr20': (9.0, [4, 11, 17]),
'chr21': (7.0, [3, 7, 12]),
'chr22': (9.0, [5, 12, 21]),
'chrX': (6.0, [4, 13, 57])
},
('GSE63525', 'GM12878_primary', False, 'gfilter_2e5'): {
'chr1': (9.0, [8, 16, 38]),
'chr2': (7.0, [5, 15, 34]),
'chr3': (7.0, [5, 10, 29]),
'chr4': (8.0, [8, 17, 27]),
'chr5': (7.0, [6, 16, 38]),
'chr6': (8.0, [3, 14, 41]),
'chr7': (7.0, [4, 10, 34]),
'chr8': (9.0, [6, 13, 31]),
'chr9': (8.0, [5, 12, 35]),
'chr10': (8.0, [4, 14, 23]),
'chr11': (9.0, [6, 15, 26]),
'chr12': (7.0, [5, 14, 28]),
'chr13': (9.0, [6, 14, 24]),
'chr14': (9.0, [4, 11, 30]),
'chr15': (9.0, [5, 15, 28]),
'chr16': (9.0, [5, 14, 27]),
'chr17': (9.0, [5, 12, 27]),
'chr18': (8.0, [4, 9, 19]),
'chr19': (8.0, [5, 10, 25]),
'chr20': (9.0, [4, 10, 21]),
'chr21': (8.0, [5, 13, 25]),
'chr22': (9.0, [7, 16, 24]),
'chrX': (7.0, [5, 18, 39])
},
('GSE63525', 'IMR90', False, 'gfilter_2e5'): {
'chr1': (8.0, [6, 11, 24]),
'chr2': (7.0, [5, 22, 39]),
'chr3': (7.0, [5, 16, 30]),
'chr4': (7.0, [6, 16, 25]),
'chr5': (7.0, [7, 16, 30]),
'chr6': (7.0, [6, 14, 29]),
'chr7': (7.0, [6, 16, 33]),
'chr8': (7.0, [6, 10, 34]),
'chr9': (6.0, [4, 14, 30]),
'chr10': (6.0, [5, 20, 31]),
'chr11': (9.0, [10, 17, 30]),
'chr12': (8.0, [4, 12, 29]),
'chr13': (9.0, [6, 14, 23]),
'chr14': (9.0, [5, 12, 31]),
'chr15': (9.0, [5, 13, 21]),
'chr16': (8.0, [6, 14, 25]),
'chr17': (8.0, [5, 11, 26]),
'chr18': (8.0, [4, 13, 20]),
'chr19': (9.0, [4, 18, 23]),
'chr20': (8.0, [5, 11, 22]),
'chr21': (9.0, [4, 12, 26]),
'chr22': (9.0, [5, 8, 20]),
'chrX': (7.0, [4, 10, 39])
},
('GSE63525', 'HUVEC', False, 'gfilter_2e5'): {
'chr1': (9.0, []),
'chr2': (8.0, []),
'chr3': (8.0, []),
'chr4': (9.0, []),
'chr5': (8.0, []),
'chr6': (9.0, []),
'chr7': (9.0, []),
'chr8': (9.0, []),
'chr9': (8.0, []),
'chr10': (8.0, []),
'chr11': (9.0, []),
'chr12': (9.0, []),
'chr13': (9.0, []),
'chr14': (9.0, []),
'chr15': (9.0, []),
'chr16': (9.0, []),
'chr17': (9.0, []),
'chr18': (9.0, []),
'chr19': (9.0, []),
'chr20': (9.0, []),
'chr21': (8.0, []),
'chr22': (9.0, []),
'chrX': (9.0, [])
},
('GSE63525', 'GM12878_replicate', False, 'gfilter_2e5'): {
'chr1': (9.0, []),
'chr2': (7.0, []),
'chr3': (7.0, []),
'chr4': (8.0, []),
'chr5': (7.0, []),
'chr6': (8.0, []),
'chr7': (7.0, []),
'chr8': (9.0, []),
'chr9': (7.0, []),
'chr10': (8.0, []),
'chr11': (9.0, []),
'chr12': (8.0, []),
'chr13': (9.0, []),
'chr14': (9.0, []),
'chr15': (9.0, []),
'chr16': (9.0, []),
'chr17': (8.0, []),
'chr18': (8.0, []),
'chr19': (9.0, []),
'chr20': (9.0, []),
'chr21': (8.0, []),
'chr22': (9.0, []),
'chrX': (7.0, [])
},
('GSE63525', 'temp', False, 'gfilter_2e5'): {
'chr1': (8.0, []),
'chr2': (7.0, []),
'chr3': (7.0, []),
'chr4': (7.0, []),
'chr5': (7.0, []),
'chr6': (7.0, []),
'chr7': (7.0, []),
'chr8': (7.0, []),
'chr9': (6.0, []),
'chr10': (6.0, []),
'chr11': (9.0, []),
'chr12': (8.0, []),
'chr13': (9.0, []),
'chr14': (9.0, []),
'chr15': (9.0, []),
'chr16': (8.0, []),
'chr17': (8.0, []),
'chr18': (8.0, []),
'chr19': (9.0, []),
'chr20': (8.0, []),
'chr21': (9.0, []),
'chr22': (9.0, []),
'chrX': (7.0, [])
}
}
# partitionlabels[accession, runlabel, mode_minrowsum, norm][chrfullname][level] = ...
partitionlabels = {
('GSE63525', 'GM12878_primary', True, 'raw'): {
'chr1': [
['1', '2', '3', '4', '5', '6', '7', ],
['1.1', '2.1', '2.2', '3.1', '3.2', '4.1', '4.2', '5.1',
'5.2', '5.3', '6.1', '7.1', '7.2', ],
['1.11', '1.12', '2.11', '2.12', '2.13', '2.21', '2.22',
'2.23', '2.24', '3.11', '3.12', '3.13', '3.21', '3.22',
'3.23', '4.11', '4.12', '4.21', '5.11', '5.12', '5.13',
'5.21', '5.22', '5.31', '6.11', '6.12', '6.13', '6.14',
'7.11', '7.21', ],
],
'chr2': [
['1', '2', '3', '4', '5', '6', '7', ],
['1.1', '1.2', '2.1', '2.2', '2.3', '3.1', '4.1', '5.1',
'5.2', '5.3', '5.4', '6.1', '6.2', '6.3', '7.1', '7.2',
'7.3', '7.4', '7.5', ],
['1.11', '1.12', '1.13', '1.14', '1.21', '1.22', '2.11',
'2.21', '2.22', '2.23', '2.31', '2.32', '3.11', '4.11',
'5.11', '5.21', '5.31', '5.32', '5.41', '6.11', '6.21',
'6.31', '6.32', '6.33', '6.34', '7.11', '7.12', '7.21',
'7.22', '7.23', '7.31', '7.32', '7.41', '7.51', '7.52', ],
],
'chr3': [
['1', '2', '3', '4', '5', '6', ],
['1.1', '1.2', '2.1', '2.2', '2.3', '3.1', '4.1', '4.2',
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['1', '2', '3', '4'] ,
['1.1', '1.2', '1.3', '2.1', '2.2', '2.3', '3.1', '4.1', '4.2', '4.3'] ,
['1.11', '1.12', '1.13', '1.14', '1.15', '1.16', '1.17', '1.21', '1.22', '1.23', '1.24', '1.25', '1.31', '2.11', '2.12', '2.13', '2.21', '2.22', '2.23', '2.24', '2.31', '3.11', '3.12', '4.11', '4.12', '4.13', '4.14', '4.15', '4.16', '4.17', '4.21', '4.22', '4.23', '4.24', '4.25', '4.31', '4.32', '4.33', '4.34']
]
},
#('GSE63525', 'IMR90', True, 'raw'): {
#'chr1':
#'chr2':
#'chr3':
#'chr4':
#'chr5':
#'chr6':
#'chr7':
#'chr8':
#'chr9':
#'chr10':
#'chr11':
#'chr12':
#'chr13':
#'chr14':
#'chr15':
#'chr16':
#'chr17':
#'chr18':
#'chr19':
#'chr20':
#'chr21':
#'chr22':
#'chrX':
#}
}
partitionlabels = {
('GSE63525', 'GM12878_primary', True, 'raw'): {
'chr1': [
[1, 2, 3, 4, 5, 6, 7],
[11, 21, 22, 31, 32, 41, 42, 51, 52, 53,
61, 71, 72],
[111, 112, 211, 212, 213, 221, 222, 223, 224, 311,
312, 313, 321, 322, 323, 411, 412, 421, 511, 512,
513, 521, 522, 531, 611, 612, 613, 614, 711, 721]
],
'chr2': [
[1, 2, 3, 4, 5, 6, 7],
[11, 12, 21, 22, 23, 31, 41, 51, 52, 53,
54, 61, 62, 63, 71, 72, 73, 74, 75],
[111, 112, 113, 114, 121, 122, 211, 221, 222, 223,
231, 232, 311, 411, 511, 521, 531, 532, 541, 611,
621, 631, 632, 633, 634, 711, 712, 721, 722, 723,
731, 732, 741, 751, 752]
],
'chr3': [
[1, 2, 3, 4, 5, 6],
[11, 12, 21, 22, 23, 31, 41, 42, 43, 44,
45, 51, 52, 53, 61, 62, 63],
[111, 121, 211, 212, 221, 222, 223, 231, 232, 311,
312, 411, 412, 421, 422, 431, 441, 451, 511, 512,
521, 531, 532, 611, 621, 622, 631]
],
'chr4': [
[1, 2, 3, 4],
[11, 12, 21, 22, 23, 31, 32, 33, 34, 35,
36, 41, 42],
[111, 121, 211, 212, 213, 221, 231, 311, 321, 331,
332, 333, 341, 342, 351, 352, 361, 411, 412, 413,
421, 422, 423]
],
'chr5': [
[1, 2, 3, 4, 5],
[11, 12, 13, 21, 22, 31, 41, 42, 51, 52,
53, 54, 55, 56],
[111, 121, 131, 211, 221, 311, 312, 411, 421, 422,
511, 521, 531, 532, 533, 541, 542, 551, 561]
],
'chr6': [
[1, 2, 3, 4, 5, 6],
[11, 21, 22, 31, 41, 42, 51, 61, 62, 63],
[111, 112, 211, 212, 221, 222, 311, 411, 421, 422,
511, 512, 513, 611, 612, 613, 621, 622, 623, 631,
632]
],
'chr7': [
[1, 2, 3, 4, 5],
[11, 12, 13, 14, 21, 31, 32, 41, 51],
[111, 112, 113, 121, 122, 123, 124, 131, 132, 133,
141, 211, 212, 213, 214, 311, 312, 313, 321, 322,
411, 412, 413, 414, 415, 511, 512, 513]
],
'chr8': [
[1, 2, 3, 4],
[11, 21, 22, 31, 41, 42, 51, 61, 62, 63],
[111, 211, 311, 312, 313, 314, 321, 322, 411, 421,
422, 431, 432, 441, 442, 451, 452, 461]
],
'chr9': [
[1, 2, 3, 4, 5, 6, 7, 8, 9],
[11, 21, 22, 31, 32, 33, 41, 51, 61, 71,
72, 73, 74, 81, 91],
[111, 112, 211, 212, 221, 222, 223, 311, 321, 331,
332, 411, 511, 611, 612, 613, 614, 615, 711, 721,
731, 732, 741, 742, 743, 811, 812, 813, 814, 815,
911, 912, 913, 914, 915, 916, 917]
],
'chr10': [
[1, 2, 3, 4, 5, 6],
[11, 12, 13, 14, 21, 31, 41, 42, 43, 44,
51, 61, 62, 63],
[111, 112, 113, 114, 121, 131, 132, 133, 134, 135,
136, 141, 211, 212, 213, 311, 312, 411, 412, 413,
421, 422, 431, 441, 442, 511, 512, 513, 514, 611,
612, 621, 622, 631, 632]
],
'chr11': [
[1, 2, 3, 4, 5, 6, 7, 8, 9],
[11, 21, 22, 23, 31, 41, 51, 61, 62, 63,
71, 72, 73, 74, 81, 82, 83, 84, 91, 92],
[111, 112, 211, 221, 222, 223, 224, 231, 232, 311,
312, 411, 412, 413, 511, 611, 612, 613, 614, 621,
631, 711, 712, 721, 731, 741, 742, 811, 821, 831,
841, 842, 911, 912, 913, 921, 922]
],
'chr12': [
[1, 2, 3, 4, 5, 6],
[11, 21, 31, 41, 42, 51, 52, 53, 61, 62,
63, 64, 65],
[111, 112, 211, 311, 312, 313, 411, 412, 413, 414,
415, 421, 511, 521, 522, 523, 531, 532, 611, 612,
621, 622, 623, 631, 632, 641, 651]
],
'chr13': [
[1, 2, 3, 4, 5, 6, 7],
[11, 12, 13, 14, 21, 22, 23, 31, 41, 42,
51, 61, 62, 71, 72],
[111, 121, 122, 131, 132, 141, 142, 211, 221, 222,
231, 232, 311, 312, 411, 412, 413, 421, 422, 511,
512, 611, 612, 621, 711, 721, 722]
],
'chr14': [
[1, 2, 3, 4],
[11, 12, 21, 22, 31, 32, 33, 34, 35, 41,
42, 43],
[111, 112, 121, 211, 212, 221, 311, 321, 331, 341,
342, 351, 352, 353, 354, 411, 421, 422, 431, 432,
433]
],
'chr15': [
[1, 2, 3, 4, 5, 6, 7],
[11, 21, 22, 31, 32, 41, 42, 43, 44, 45,
46, 47, 51, 52, 61, 62, 71, 72],
[111, 211, 212, 221, 222, 311, 321, 322, 411, 412,
413, 421, 422, 431, 432, 441, 442, 451, 452, 453,
454, 455, 456, 461, 462, 471, 472, 473, 474, 475,
511, 512, 521, 611, 621, 622, 623, 624, 711, 721]
],
'chr16': [
[1, 2, 3, 4, 5, 6, 7],
[11, 12, 21, 31, 41, 42, 51, 61, 62, 71,
72, 73],
[111, 112, 113, 121, 122, 123, 211, 311, 411, 412,
413, 414, 415, 421, 422, 423, 511, 611, 612, 621,
622, 711, 721, 731, 732, 733, 734, 735, 736]
],
'chr17': [
[1, 2, 3, 4, 5, 6],
[11, 12, 21, 22, 23, 24, 25, 31, 41, 42,
51, 61, 62, 63, 64],
[111, 121, 211, 221, 231, 241, 251, 311, 312, 313,
411, 412, 421, 511, 512, 611, 621, 631, 632, 641,
642]
],
'chr18': [
[1, 2, 3, 4, 5, 6, 7, 8],
[11, 12, 13, 21, 31, 32, 41, 42, 43, 51,
61, 71, 81, 82],
[111, 121, 131, 132, 211, 212, 213, 311, 321, 411,
412, 421, 431, 511, 512, 513, 611, 711, 811, 812,
821]
],
'chr19': [
[1, 2, 3, 4, 5, 6, 7],
[11, 21, 22, 23, 31, 32, 41, 42, 51, 52,
61, 62, 63, 71, 72],
[111, 112, 113, 114, 211, 212, 213, 221, 222, 223,
224, 231, 232, 311, 321, 322, 411, 412, 421, 511,
521, 522, 611, 612, 621, 622, 631, 711, 721]
],
'chr20': [
[1, 2, 3, 4],
[11, 12, 21, 22, 31, 32, 33, 34, 41, 42],
[111, 112, 113, 114, 115, 121, 122, 211, 212, 213,
214, 221, 222, 311, 312, 313, 321, 331, 332, 333,
334, 335, 336, 337, 341, 411, 412, 413, 421, 422]
],
'chr21': [
[1, 2, 3, 4],
[11, 12, 21, 31, 32, 33, 34, 41, 42, 43],
[111, 112, 113, 121, 122, 211, 212, 311, 321, 322,
323, 331, 332, 333, 341, 342, 411, 412, 421, 422,
423, 431]
],
'chr22': [
[1, 2, 3, 4, 5],
[11, 21, 22, 31, 32, 33, 41, 51, 52, 53,