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|00000000| 00 0a 50 4d 63 6c 61 73 | 73 2e 70 79 00 00 00 00 |..PMclas|s.py....|
|00000010| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
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|00000080| 23 20 50 4d 63 6c 61 73 | 73 2e 70 79 0d 23 2d 2d |# PMclas|s.py.#--|
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|000000d0| 7c 7c 7c 7c 7c 7c 7c 7c | 7c 7c 7c 2d 2d 0d 23 20 |||||||||||||--.# |
|000000e0| 43 6f 70 79 72 69 67 68 | 74 20 28 63 29 20 32 30 |Copyrigh|t (c) 20|
|000000f0| 30 31 20 43 68 72 69 73 | 74 6f 70 68 65 72 20 41 |01 Chris|topher A|
|00000100| 72 69 7a 61 2e 0d 23 20 | 0d 23 20 41 74 68 65 6e |riza..# |.# Athen|
|00000110| 61 20 63 6f 6d 65 73 20 | 77 69 74 68 20 41 42 53 |a comes |with ABS|
|00000120| 4f 4c 55 54 45 4c 59 20 | 4e 4f 20 57 41 52 52 41 |OLUTELY |NO WARRA|
|00000130| 4e 54 59 3b 0d 23 20 66 | 6f 72 20 64 65 74 61 69 |NTY;.# f|or detai|
|00000140| 6c 73 20 73 65 65 20 77 | 61 72 61 6e 74 79 20 69 |ls see w|aranty i|
|00000150| 6e 66 6f 72 6d 61 74 69 | 6f 6e 20 77 69 74 68 69 |nformati|on withi|
|00000160| 6e 20 61 74 68 65 6e 61 | 2e 70 79 2e 0d 23 20 54 |n athena|.py..# T|
|00000170| 68 69 73 20 69 73 20 66 | 72 65 65 20 73 6f 66 74 |his is f|ree soft|
|00000180| 77 61 72 65 2c 20 61 6e | 64 20 79 6f 75 20 61 72 |ware, an|d you ar|
|00000190| 65 20 77 65 6c 63 6f 6d | 65 20 74 6f 20 72 65 64 |e welcom|e to red|
|000001a0| 69 73 74 72 69 62 75 74 | 65 20 69 74 20 75 6e 64 |istribut|e it und|
|000001b0| 65 72 20 63 65 72 74 61 | 69 6e 20 20 0d 23 20 63 |er certa|in  .# c|
|000001c0| 6f 6e 64 69 74 69 6f 6e | 73 3b 20 66 6f 72 20 64 |ondition|s; for d|
|000001d0| 65 74 61 69 6c 73 20 73 | 65 65 20 63 6f 70 79 72 |etails s|ee copyr|
|000001e0| 69 67 68 74 20 69 6e 66 | 6f 72 6d 61 74 69 6f 6e |ight inf|ormation|
|000001f0| 20 77 69 74 68 69 6e 20 | 61 74 68 65 6e 61 4f 62 | within |athenaOb|
|00000200| 6a 2e 70 79 2e 0d 23 2d | 2d 2d 2d 2d 2d 2d 2d 2d |j.py..#-|--------|
|00000210| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00000220| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00000230| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00000240| 2d 2d 2d 2d 2d 2d 2d 2d | 7c 7c 7c 7c 7c 7c 7c 7c |--------||||||||||
|00000250| 7c 7c 7c 7c 2d 2d 0d 0d | 69 6d 70 6f 72 74 20 72 |||||--..|import r|
|00000260| 61 6e 64 6f 6d 2c 20 63 | 6f 70 79 0d 0d 69 6d 70 |andom, c|opy..imp|
|00000270| 6f 72 74 20 53 43 0d 53 | 63 20 3d 53 43 2e 73 63 |ort SC.S|c =SC.sc|
|00000280| 28 29 0d 20 20 20 20 20 | 20 0d 0d 23 2d 2d 2d 2d |().     | ..#----|
|00000290| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|000002a0| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|000002b0| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|000002c0| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 7c 7c 7c |--------|-----||||
|000002d0| 7c 7c 7c 7c 7c 7c 7c 7c | 7c 2d 2d 0d 23 20 6c 65 |||||||||||--.# le|
|000002e0| 67 61 63 79 20 63 6f 64 | 65 3a 20 6f 6c 64 20 77 |gacy cod|e: old w|
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|00000310| 6f 72 20 66 6f 72 74 65 | 5f 72 32 0d 0d 64 65 66 |or forte|_r2..def|
|00000320| 20 66 69 6e 64 5f 63 6f | 6d 6d 6f 6e 5f 76 65 63 | find_co|mmon_vec|
|00000330| 74 6f 72 28 74 75 70 6c | 65 2c 20 6d 69 6e 5f 63 |tor(tupl|e, min_c|
|00000340| 6f 6d 6d 6f 6e 5f 65 6c | 65 6d 29 3a 0d 20 20 20 |ommon_el|em):.   |
|00000350| 27 27 27 20 73 65 61 72 | 63 68 65 73 20 61 6c 6c |''' sear|ches all|
|00000360| 20 63 68 6f 72 64 20 70 | 69 74 63 68 20 73 65 74 | chord p|itch set|
|00000370| 73 20 77 69 74 68 20 63 | 68 6f 72 64 20 67 69 76 |s with c|hord giv|
|00000380| 65 6e 20 62 79 20 74 75 | 70 6c 65 20 63 6f 6f 72 |en by tu|ple coor|
|00000390| 64 69 6e 61 6e 74 73 0d | 20 20 20 20 20 20 20 6d |dinants.|       m|
|000003a0| 61 74 63 68 65 73 20 76 | 65 63 74 6f 72 73 20 62 |atches v|ectors b|
|000003b0| 61 73 65 64 20 6f 6e 20 | 6e 75 6d 62 65 72 20 6f |ased on |number o|
|000003c0| 66 20 63 6f 6d 6d 6f 6e | 20 65 6c 65 6d 65 6e 74 |f common| element|
|000003d0| 73 20 70 61 73 73 65 64 | 20 74 6f 20 66 75 6e 63 |s passed| to func|
|000003e0| 74 69 6f 6e 0d 20 20 20 | 20 20 20 20 6e 2e 62 2e |tion.   |    n.b.|
|000003f0| 3a 20 6d 6f 72 65 20 74 | 68 61 6e 20 33 20 63 6f |: more t|han 3 co|
|00000400| 6d 6d 6f 6e 20 65 6c 65 | 6d 65 6e 74 73 20 68 61 |mmon ele|ments ha|
|00000410| 73 20 68 61 64 20 75 6e | 73 75 63 63 65 73 66 75 |s had un|succesfu|
|00000420| 6c 20 72 65 73 75 6c 74 | 73 20 27 27 27 0d 20 20 |l result|s '''.  |
|00000430| 20 41 20 3d 20 74 75 70 | 6c 65 5b 30 5d 0d 20 20 | A = tup|le[0].  |
|00000440| 20 42 20 3d 20 74 75 70 | 6c 65 5b 31 5d 0d 20 20 | B = tup|le[1].  |
|00000450| 20 73 6f 75 72 63 65 5f | 76 20 3d 20 53 43 2e 66 | source_|v = SC.f|
|00000460| 6f 72 74 65 5b 41 5d 5b | 42 5d 5b 31 5d 20 23 2f |orte[A][|B][1] #/|
|00000470| 2a 61 73 69 67 6e 73 20 | 69 6e 70 75 74 65 64 20 |*asigns |inputed |
|00000480| 70 69 74 63 68 65 73 20 | 74 6f 20 74 75 70 6c 65 |pitches |to tuple|
|00000490| 20 73 6f 75 72 63 65 5f | 70 63 28 29 2a 2f 0d 20 | source_|pc()*/. |
|000004a0| 20 20 73 65 6c 65 63 74 | 69 6f 6e 20 3d 20 5b 5d |  select|ion = []|
|000004b0| 0d 20 20 20 66 61 6d 69 | 6c 79 5f 69 20 3d 20 33 |.   fami|ly_i = 3|
|000004c0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000004d0| 20 20 20 23 2f 2a 62 65 | 67 69 6e 20 74 65 73 74 |   #/*be|gin test|
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|00000500| 77 68 69 6c 65 20 31 3a | 0d 20 20 20 20 20 20 63 |while 1:|.      c|
|00000510| 68 6f 72 64 5f 69 20 3d | 20 31 0d 20 20 20 20 20 |hord_i =| 1.     |
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|00000530| 20 20 20 20 20 20 20 20 | 20 20 20 20 23 2f 2a 74 |        |    #/*t|
|00000540| 65 73 74 20 65 76 65 72 | 79 20 63 68 6f 72 64 20 |est ever|y chord |
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|00000570| 6d 6f 6e 20 3d 20 30 20 | 20 20 20 20 20 20 20 20 |mon = 0 |        |
|00000580| 20 20 20 20 20 23 2f 2a | 72 65 73 65 74 20 6e 75 |     #/*|reset nu|
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|00000750| 31 0d 20 20 20 20 20 20 | 20 20 20 23 2f 2a 7d 45 |1.      |   #/*}E|
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|000009d0| 69 66 20 66 61 6d 69 6c | 79 5f 69 20 3e 3d 20 37 |if famil|y_i >= 7|
|000009e0| 3a 20 20 20 20 20 20 20 | 20 20 23 2f 2a 73 65 61 |:       |  #/*sea|
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|00000a20| 23 2f 2a 7d 45 4e 44 6c | 6f 6f 70 2a 2f 20 20 20 |#/*}ENDl|oop*/   |
|00000a30| 20 20 20 20 20 20 20 20 | 20 20 20 20 0d 20 20 20 |        |    .   |
|00000a40| 72 65 74 75 72 6e 20 73 | 65 6c 65 63 74 69 6f 6e |return s|election|
|00000a50| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 23 2f 2a |        |     #/*|
|00000a60| 72 65 74 75 72 6e 73 20 | 6c 69 73 74 20 6f 66 20 |returns |list of |
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|00000a90| 72 28 74 75 70 6c 65 31 | 2c 20 74 75 70 6c 65 32 |r(tuple1|, tuple2|
|00000aa0| 29 3a 0d 20 20 20 27 27 | 27 20 63 6f 6d 70 61 72 |):.   ''|' compar|
|00000ab0| 65 73 20 74 77 6f 20 76 | 65 63 74 6f 72 73 20 61 |es two v|ectors a|
|00000ac0| 73 20 67 69 76 65 6e 20 | 62 79 20 61 20 74 77 6f |s given |by a two|
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|00000af0| 75 72 6e 73 20 74 68 65 | 20 66 6f 6c 6c 6f 77 69 |urns the| followi|
|00000b00| 6e 67 20 72 65 73 75 6c | 74 73 2c 20 77 68 65 72 |ng resul|ts, wher|
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|00000b40| 20 20 20 20 20 72 65 67 | 61 72 64 6c 65 73 73 20 |     reg|ardless |
|00000b50| 6f 66 20 70 6f 73 69 74 | 69 6f 6e 2c 20 69 65 3a |of posit|ion, ie:|
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|00000b70| 30 31 20 68 61 76 65 20 | 61 20 64 65 67 72 65 65 |01 have |a degree|
|00000b80| 20 65 72 72 6f 72 20 6f | 66 20 31 2e 0d 20 20 20 | error o|f 1..   |
|00000b90| 20 20 20 20 69 64 65 6e | 74 69 63 61 6c 20 3d 20 |    iden|tical = |
|00000ba0| 30 3b 20 6f 6e 65 20 64 | 65 67 72 65 65 20 65 72 |0; one d|egree er|
|00000bb0| 72 6f 72 20 3d 20 31 2c | 20 2e 2e 2e 2c 20 6e 20 |ror = 1,| ..., n |
|00000bc0| 64 65 67 72 65 65 20 65 | 72 72 6f 72 20 3d 20 6e |degree e|rror = n|
|00000bd0| 20 27 27 27 0d 20 20 20 | 41 31 20 3d 20 74 75 70 | '''.   |A1 = tup|
|00000be0| 6c 65 31 5b 30 5d 0d 20 | 20 20 42 31 20 3d 20 74 |le1[0]. |  B1 = t|
|00000bf0| 75 70 6c 65 31 5b 31 5d | 0d 20 20 20 73 6f 75 72 |uple1[1]|.   sour|
|00000c00| 63 65 5f 76 31 20 3d 20 | 53 43 2e 66 6f 72 74 65 |ce_v1 = |SC.forte|
|00000c10| 5b 41 31 5d 5b 42 31 5d | 5b 31 5d 20 23 2f 2a 61 |[A1][B1]|[1] #/*a|
|00000c20| 73 69 67 6e 73 20 76 65 | 63 74 6f 72 20 74 75 70 |signs ve|ctor tup|
|00000c30| 6c 65 20 74 6f 20 73 6f | 75 72 63 65 31 2a 2f 0d |le to so|urce1*/.|
|00000c40| 20 20 20 41 32 20 3d 20 | 74 75 70 6c 65 32 5b 30 |   A2 = |tuple2[0|
|00000c50| 5d 0d 20 20 20 42 32 20 | 3d 20 74 75 70 6c 65 32 |].   B2 |= tuple2|
|00000c60| 5b 31 5d 0d 20 20 20 73 | 6f 75 72 63 65 5f 76 32 |[1].   s|ource_v2|
|00000c70| 20 3d 20 53 43 2e 66 6f | 72 74 65 5b 41 32 5d 5b | = SC.fo|rte[A2][|
|00000c80| 42 32 5d 5b 31 5d 20 23 | 2f 2a 61 73 69 67 6e 73 |B2][1] #|/*asigns|
|00000c90| 20 76 65 63 74 6f 72 20 | 74 75 70 6c 65 20 74 6f | vector |tuple to|
|00000ca0| 20 73 6f 75 72 63 65 32 | 2a 2f 0d 20 20 20 69 20 | source2|*/.   i |
|00000cb0| 3d 20 30 0d 20 20 20 74 | 6f 74 61 6c 20 3d 20 30 |= 0.   t|otal = 0|
|00000cc0| 0d 20 20 20 77 68 69 6c | 65 20 69 20 3c 20 36 3a |.   whil|e i < 6:|
|00000cd0| 0d 20 20 20 20 20 20 74 | 6f 74 61 6c 20 3d 20 74 |.      t|otal = t|
|00000ce0| 6f 74 61 6c 20 2b 20 61 | 62 73 28 73 6f 75 72 63 |otal + a|bs(sourc|
|00000cf0| 65 5f 76 31 5b 69 5d 20 | 2d 20 73 6f 75 72 63 65 |e_v1[i] |- source|
|00000d00| 5f 76 32 5b 69 5d 29 0d | 20 20 20 20 20 20 69 20 |_v2[i]).|      i |
|00000d10| 3d 20 69 20 2b 20 31 0d | 20 20 20 72 65 74 75 72 |= i + 1.|   retur|
|00000d20| 6e 20 74 6f 74 61 6c 0d | 0d 64 65 66 20 6e 65 78 |n total.|.def nex|
|00000d30| 74 5f 63 68 6f 72 64 28 | 73 6f 75 72 63 65 2c 20 |t_chord(|source, |
|00000d40| 64 65 73 74 69 6e 61 74 | 69 6f 6e 2c 20 6d 61 78 |destinat|ion, max|
|00000d50| 5f 65 72 72 6f 72 29 3a | 0d 20 20 20 27 27 27 20 |_error):|.   ''' |
|00000d60| 74 75 70 6c 65 20 69 73 | 20 74 68 65 20 69 6e 69 |tuple is| the ini|
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|00001b70| 20 6d 75 6c 74 69 5f 70 | 61 74 68 5b 34 5d 2e 61 | multi_p|ath[4].a|
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|00001b90| 20 20 65 6c 69 66 20 6c | 65 6e 67 74 68 20 3d 3d |  elif l|ength ==|
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|00001c40| 0d 20 20 20 72 65 74 75 | 72 6e 20 6d 75 6c 74 69 |.   retu|rn multi|
|00001c50| 5f 70 61 74 68 0d 0d 0d | 0d 0d 23 2d 2d 2d 2d 2d |_path...|..#-----|
|00001c60| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00001c70| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00001c80| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00001c90| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 7c 7c 7c 7c |--------|----|||||
|00001ca0| 7c 7c 7c 7c 7c 7c 7c 7c | 2d 2d 0d 23 2d 2d 2d 2d ||||||||||--.#----|
|00001cb0| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00001cc0| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00001cd0| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00001ce0| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 7c 7c 7c |--------|-----||||
|00001cf0| 7c 7c 7c 7c 7c 7c 7c 7c | 7c 2d 2d 0d 0d 0d 0d 63 |||||||||||--....c|
|00001d00| 6c 61 73 73 20 4d 5f 50 | 61 74 68 3a 0d 20 20 20 |lass M_P|ath:.   |
|00001d10| 27 67 65 6e 65 72 61 6c | 20 63 6c 61 73 73 20 66 |'general| class f|
|00001d20| 6f 72 20 61 6c 6c 20 70 | 61 74 68 65 6e 67 69 6e |or all p|athengin|
|00001d30| 65 73 20 61 6e 64 20 6d | 75 6c 74 69 70 61 74 68 |es and m|ultipath|
|00001d40| 20 6f 70 65 72 61 74 69 | 6f 6e 73 27 0d 20 20 20 | operati|ons'.   |
|00001d50| 0d 20 20 20 64 65 66 20 | 5f 5f 69 6e 69 74 5f 5f |.   def |__init__|
|00001d60| 28 73 65 6c 66 2c 20 74 | 6f 6e 69 63 2c 20 64 6f |(self, t|onic, do|
|00001d70| 6d 69 6e 61 6e 74 29 3a | 20 23 23 23 6f 70 74 20 |minant):| ###opt |
|00001d80| 74 6f 6e 69 63 2f 64 6f | 6d 20 61 72 67 73 20 77 |tonic/do|m args w|
|00001d90| 68 65 6e 20 69 6e 68 65 | 72 69 74 65 64 0d 20 20 |hen inhe|rited.  |
|00001da0| 20 20 20 20 73 65 6c 66 | 2e 74 6f 6e 69 63 20 20 |    self|.tonic  |
|00001db0| 20 20 20 20 20 3d 20 74 | 6f 6e 69 63 0d 20 20 20 |     = t|onic.   |
|00001dc0| 20 20 20 73 65 6c 66 2e | 64 6f 6d 69 6e 61 6e 74 |   self.|dominant|
|00001dd0| 20 20 20 20 3d 20 64 6f | 6d 69 6e 61 6e 74 0d 20 |    = do|minant. |
|00001de0| 20 20 20 20 20 73 65 6c | 66 2e 73 65 61 72 63 68 |     sel|f.search|
|00001df0| 5f 73 74 61 74 20 3d 20 | 30 0d 0d 20 20 20 64 65 |_stat = |0..   de|
|00001e00| 66 20 64 65 66 69 6e 65 | 5f 6d 69 6e 5f 6d 61 78 |f define|_min_max|
|00001e10| 28 73 65 6c 66 29 3a 0d | 20 20 20 20 20 20 27 67 |(self):.|      'g|
|00001e20| 65 74 73 20 61 63 74 75 | 61 6c 20 72 61 6e 67 65 |ets actu|al range|
|00001e30| 20 66 6f 72 20 70 61 74 | 68 20 65 6e 67 69 6e 65 | for pat|h engine|
|00001e40| 20 73 69 6d 69 6c 61 72 | 69 74 79 20 76 61 6c 75 | similar|ity valu|
|00001e50| 65 73 27 0d 20 20 20 20 | 20 20 73 65 6c 66 2e 72 |es'.    |  self.r|
|00001e60| 61 6e 67 65 5f 6c 69 73 | 74 20 3d 20 65 76 61 6c |ange_lis|t = eval|
|00001e70| 28 53 63 2e 61 6e 61 6c | 79 73 69 73 44 69 63 74 |(Sc.anal|ysisDict|
|00001e80| 5b 73 65 6c 66 2e 73 6f | 75 72 63 65 5f 6b 65 79 |[self.so|urce_key|
|00001e90| 5d 2e 5f 5f 64 6f 63 5f | 5f 29 0d 20 20 20 20 20 |].__doc_|_).     |
|00001ea0| 20 69 66 20 73 65 6c 66 | 2e 72 61 6e 67 65 5f 6c | if self|.range_l|
|00001eb0| 69 73 74 20 3d 3d 20 30 | 3a 20 20 20 23 23 23 20 |ist == 0|:   ### |
|00001ec0| 66 6f 72 5f 63 6f 6d 70 | 61 72 69 73 69 6f 6e 73 |for_comp|arisions|
|00001ed0| 20 74 68 61 74 20 72 65 | 74 75 72 6e 5f 74 72 75 | that re|turn_tru|
|00001ee0| 74 68 20 76 61 6c 75 65 | 0d 20 20 20 20 20 20 20 |th value|.       |
|00001ef0| 20 20 73 65 6c 66 2e 6d | 69 6e 20 3d 20 30 2e 30 |  self.m|in = 0.0|
|00001f00| 30 0d 20 20 20 20 20 20 | 20 20 20 73 65 6c 66 2e |0.      |   self.|
|00001f10| 6d 61 78 20 3d 20 31 2e | 30 30 0d 20 20 20 20 20 |max = 1.|00.     |
|00001f20| 20 65 6c 73 65 3a 0d 20 | 20 20 20 20 20 20 20 20 | else:. |        |
|00001f30| 73 65 6c 66 2e 6d 69 6e | 20 3d 20 66 6c 6f 61 74 |self.min| = float|
|00001f40| 28 73 65 6c 66 2e 72 61 | 6e 67 65 5f 6c 69 73 74 |(self.ra|nge_list|
|00001f50| 5b 30 5d 29 0d 20 20 20 | 20 20 20 20 20 20 73 65 |[0]).   |      se|
|00001f60| 6c 66 2e 6d 61 78 20 3d | 20 66 6c 6f 61 74 28 73 |lf.max =| float(s|
|00001f70| 65 6c 66 2e 72 61 6e 67 | 65 5f 6c 69 73 74 5b 31 |elf.rang|e_list[1|
|00001f80| 5d 29 20 20 20 0d 20 20 | 20 20 20 20 20 20 20 0d |])   .  |       .|
|00001f90| 20 20 20 20 20 20 20 20 | 20 0d 20 20 20 64 65 66 |        | .   def|
|00001fa0| 20 66 69 6e 64 5f 63 6f | 6d 6d 6f 6e 5f 73 63 28 | find_co|mmon_sc(|
|00001fb0| 73 65 6c 66 2c 20 53 43 | 5f 78 2c 20 70 65 72 63 |self, SC|_x, perc|
|00001fc0| 65 6e 74 5f 73 69 6d 5f | 72 61 6e 67 65 2c 20 74 |ent_sim_|range, t|
|00001fd0| 6f 6c 61 72 61 6e 63 65 | 2c 20 74 6e 69 5f 74 6f |olarance|, tni_to|
|00001fe0| 67 67 6c 65 3d 31 2c 20 | 73 65 61 72 63 68 5f 63 |ggle=1, |search_c|
|00001ff0| 61 72 64 5f 72 61 6e 67 | 65 3d 28 32 2c 39 29 29 |ard_rang|e=(2,9))|
|00002000| 3a 0d 20 20 20 20 20 20 | 27 27 27 20 69 6e 70 75 |:.      |''' inpu|
|00002010| 74 20 73 6f 75 72 63 65 | 20 6b 65 79 20 77 69 74 |t source| key wit|
|00002020| 68 20 74 79 70 65 20 6f | 66 20 61 6e 61 6c 79 73 |h type o|f analys|
|00002030| 73 2c 20 73 63 2d 78 20 | 69 73 20 69 6e 69 74 69 |s, sc-x |is initi|
|00002040| 61 6c 20 63 68 6f 72 64 | 0d 20 20 20 20 20 20 20 |al chord|.       |
|00002050| 20 20 20 20 6d 69 6e 2f | 6d 61 78 20 61 72 65 20 |    min/|max are |
|00002060| 74 68 65 20 72 61 6e 67 | 65 20 6f 66 20 73 69 6d |the rang|e of sim|
|00002070| 69 6c 61 72 69 74 79 20 | 76 61 6c 75 65 73 20 61 |ilarity |values a|
|00002080| 63 63 65 70 74 65 64 3b | 20 0d 20 20 20 20 20 20 |ccepted;| .      |
|00002090| 20 20 20 20 20 73 65 61 | 72 63 68 20 61 6c 6c 20 |     sea|rch all |
|000020a0| 63 68 6f 72 64 73 2c 20 | 72 65 74 75 72 6e 20 30 |chords, |return 0|
|000020b0| 20 6f 6e 20 66 61 69 6c | 75 72 65 20 74 6f 20 66 | on fail|ure to f|
|000020c0| 69 6e 64 20 6d 61 74 63 | 68 27 27 27 0d 20 20 20 |ind matc|h'''.   |
|000020d0| 20 20 20 23 23 23 20 73 | 65 61 72 63 68 20 61 6c |   ### s|earch al|
|000020e0| 6c 20 63 68 6f 72 64 73 | 20 66 69 72 73 74 20 61 |l chords| first a|
|000020f0| 6e 64 20 73 74 6f 72 65 | 20 72 65 73 75 6c 74 73 |nd store| results|
|00002100| 0d 20 20 20 20 20 20 23 | 23 23 20 6d 69 67 68 74 |.      #|## might|
|00002110| 20 6e 65 65 64 20 74 6f | 20 74 65 73 74 20 63 61 | need to| test ca|
|00002120| 72 64 20 6f 66 20 73 63 | 5f 78 0d 20 20 20 20 20 |rd of sc|_x.     |
|00002130| 20 63 68 6f 72 64 73 5f | 74 6f 5f 63 6f 6d 70 61 | chords_|to_compa|
|00002140| 72 65 20 3d 20 5b 5d 20 | 20 23 23 23 20 6c 69 73 |re = [] | ### lis|
|00002150| 74 20 6f 66 20 63 68 6f | 72 64 73 20 74 6f 20 63 |t of cho|rds to c|
|00002160| 6f 6d 70 61 72 65 2c 20 | 61 66 74 65 72 20 74 61 |ompare, |after ta|
|00002170| 6b 69 6e 67 20 69 6e 74 | 6f 20 61 63 63 6f 75 6e |king int|o accoun|
|00002180| 74 20 74 6e 2f 74 6e 69 | 0d 20 20 20 20 20 20 0d |t tn/tni|.      .|
|00002190| 20 20 20 20 20 20 63 6f | 6d 70 6c 65 74 65 5f 73 |      co|mplete_s|
|000021a0| 63 5f 6c 69 73 74 20 3d | 20 53 43 2e 74 6e 5f 64 |c_list =| SC.tn_d|
|000021b0| 69 63 74 2e 6b 65 79 73 | 28 29 0d 20 20 20 20 20 |ict.keys|().     |
|000021c0| 20 69 66 20 74 6e 69 5f | 74 6f 67 67 6c 65 20 3d | if tni_|toggle =|
|000021d0| 3d 20 31 3a 20 20 20 20 | 20 20 20 20 20 20 20 20 |= 1:    |        |
|000021e0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000021f0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00002200| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00002210| 20 20 20 20 23 20 73 6d | 61 6c 6c 65 72 20 63 6f |    # sm|aller co|
|00002220| 6c 6c 65 63 74 69 6f 6e | 21 0d 20 20 20 20 20 20 |llection|!.      |
|00002230| 20 20 20 66 6f 72 20 73 | 65 74 20 69 6e 20 63 6f |   for s|et in co|
|00002240| 6d 70 6c 65 74 65 5f 73 | 63 5f 6c 69 73 74 3a 0d |mplete_s|c_list:.|
|00002250| 20 20 20 20 20 20 20 20 | 20 20 20 20 69 66 20 73 |        |    if s|
|00002260| 65 74 5b 30 5d 20 3e 3d | 20 73 65 61 72 63 68 5f |et[0] >=| search_|
|00002270| 63 61 72 64 5f 72 61 6e | 67 65 5b 30 5d 20 61 6e |card_ran|ge[0] an|
|00002280| 64 20 73 65 74 5b 30 5d | 20 3c 3d 20 73 65 61 72 |d set[0]| <= sear|
|00002290| 63 68 5f 63 61 72 64 5f | 72 61 6e 67 65 5b 31 5d |ch_card_|range[1]|
|000022a0| 3a 20 20 20 20 20 20 20 | 20 23 23 23 20 74 65 73 |:       | ### tes|
|000022b0| 74 20 63 61 72 64 0d 20 | 20 20 20 20 20 20 20 20 |t card. |        |
|000022c0| 20 20 20 20 20 20 69 66 | 20 73 65 74 5b 32 5d 20 |      if| set[2] |
|000022d0| 21 3d 20 2d 31 3a 20 20 | 20 20 20 20 20 20 20 20 |!= -1:  |        |
|000022e0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000022f0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00002300| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00002310| 23 23 23 20 72 65 6d 6f | 76 65 20 69 6e 76 65 72 |### remo|ve inver|
|00002320| 73 69 6f 6e 73 20 75 6e | 64 65 72 20 74 6e 2f 69 |sions un|der tn/i|
|00002330| 20 63 6c 61 73 73 69 66 | 69 63 61 74 69 6f 6e 0d | classif|ication.|
|00002340| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00002350| 20 20 63 68 6f 72 64 73 | 5f 74 6f 5f 63 6f 6d 70 |  chords|_to_comp|
|00002360| 61 72 65 2e 61 70 70 65 | 6e 64 28 73 65 74 29 0d |are.appe|nd(set).|
|00002370| 20 20 20 20 20 20 65 6c | 73 65 3a 20 20 20 20 20 |      el|se:     |
|00002380| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00002390| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000023a0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000023b0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000023c0| 20 20 20 20 20 20 20 20 | 20 23 20 6c 61 72 67 65 |        | # large|
|000023d0| 72 20 63 6f 6c 6c 65 63 | 74 69 6f 6e 21 0d 20 20 |r collec|tion!.  |
|000023e0| 20 20 20 20 20 20 20 66 | 6f 72 20 73 65 74 20 69 |       f|or set i|
|000023f0| 6e 20 63 6f 6d 70 6c 65 | 74 65 5f 73 63 5f 6c 69 |n comple|te_sc_li|
|00002400| 73 74 3a 0d 20 20 20 20 | 20 20 20 20 20 20 20 20 |st:.    |        |
|00002410| 69 66 20 73 65 74 5b 30 | 5d 20 3e 3d 20 73 65 61 |if set[0|] >= sea|
|00002420| 72 63 68 5f 63 61 72 64 | 5f 72 61 6e 67 65 5b 30 |rch_card|_range[0|
|00002430| 5d 20 61 6e 64 20 73 65 | 74 5b 30 5d 20 3c 3d 20 |] and se|t[0] <= |
|00002440| 73 65 61 72 63 68 5f 63 | 61 72 64 5f 72 61 6e 67 |search_c|ard_rang|
|00002450| 65 5b 31 5d 3a 20 20 20 | 20 20 20 20 20 23 23 23 |e[1]:   |     ###|
|00002460| 20 74 65 73 74 20 63 61 | 72 64 0d 20 20 20 20 20 | test ca|rd.     |
|00002470| 20 20 20 20 20 20 20 20 | 20 20 63 68 6f 72 64 73 |        |  chords|
|00002480| 5f 74 6f 5f 63 6f 6d 70 | 61 72 65 2e 61 70 70 65 |_to_comp|are.appe|
|00002490| 6e 64 28 73 65 74 29 20 | 20 20 20 20 20 20 20 20 |nd(set) |        |
|000024a0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000024b0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000024c0| 20 20 20 20 23 23 23 20 | 4b 45 45 50 20 69 6e 76 |    ### |KEEP inv|
|000024d0| 65 72 73 69 6f 6e 73 20 | 75 6e 64 65 72 20 74 6e |ersions |under tn|
|000024e0| 2f 20 63 6c 61 73 73 69 | 66 69 63 61 74 69 6f 6e |/ classi|fication|
|000024f0| 0d 0d 20 20 20 20 20 20 | 69 66 20 6c 65 6e 28 63 |..      |if len(c|
|00002500| 68 6f 72 64 73 5f 74 6f | 5f 63 6f 6d 70 61 72 65 |hords_to|_compare|
|00002510| 29 20 3d 3d 20 30 3a 20 | 20 23 23 23 20 69 6e 5f |) == 0: | ### in_|
|00002520| 63 61 73 65 20 73 6f 6d | 65 74 68 69 6e 67 20 67 |case som|ething g|
|00002530| 6f 65 73 20 77 72 6f 6e | 67 0d 20 20 20 20 20 20 |oes wron|g.      |
|00002540| 20 20 20 72 65 74 75 72 | 6e 20 5b 53 43 5f 78 2c |   retur|n [SC_x,|
|00002550| 5d 2c 20 30 2c 20 31 0d | 0d 20 20 20 20 20 20 73 |], 0, 1.|.      s|
|00002560| 65 61 72 63 68 5f 72 65 | 73 75 6c 74 73 20 3d 20 |earch_re|sults = |
|00002570| 5b 5d 20 20 20 20 20 23 | 23 23 20 65 6e 74 65 72 |[]     #|## enter|
|00002580| 20 61 73 20 70 61 69 72 | 73 3a 20 28 63 68 6f 72 | as pair|s: (chor|
|00002590| 64 2c 20 76 61 6c 75 65 | 29 20 20 20 20 20 20 0d |d, value|)      .|
|000025a0| 20 20 20 20 20 20 66 6f | 72 20 73 65 74 20 69 6e |      fo|r set in|
|000025b0| 20 63 68 6f 72 64 73 5f | 74 6f 5f 63 6f 6d 70 61 | chords_|to_compa|
|000025c0| 72 65 3a 0d 20 20 20 20 | 20 20 20 20 20 69 66 20 |re:.    |     if |
|000025d0| 73 65 6c 66 2e 73 6f 75 | 72 63 65 5f 6b 65 79 20 |self.sou|rce_key |
|000025e0| 69 6e 20 5b 27 41 54 4d | 45 4d 42 27 2c 27 52 45 |in ['ATM|EMB','RE|
|000025f0| 4c 27 2c 27 54 70 52 65 | 6c 27 5d 3a 20 20 20 20 |L','TpRe|l']:    |
|00002600| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00002610| 20 20 20 20 20 20 20 23 | 23 23 20 65 67 69 6e 65 |       #|## egine|
|00002620| 73 20 74 68 61 74 20 68 | 61 76 65 20 74 6e 2f 74 |s that h|ave tn/t|
|00002630| 6e 69 20 64 69 73 74 69 | 6e 63 74 69 6f 6e 0d 20 |ni disti|nction. |
|00002640| 20 20 20 20 20 20 20 20 | 20 20 20 76 61 6c 75 65 |        |   value|
|00002650| 20 3d 20 73 65 6c 66 2e | 63 6f 6d 70 61 72 65 5f | = self.|compare_|
|00002660| 73 63 28 53 43 5f 78 2c | 20 73 65 74 2c 20 74 6e |sc(SC_x,| set, tn|
|00002670| 69 5f 74 6f 67 67 6c 65 | 29 0d 20 20 20 20 20 20 |i_toggle|).      |
|00002680| 20 20 20 65 6c 73 65 3a | 0d 20 20 20 20 20 20 20 |   else:|.       |
|00002690| 20 20 20 20 20 76 61 6c | 75 65 20 3d 20 73 65 6c |     val|ue = sel|
|000026a0| 66 2e 63 6f 6d 70 61 72 | 65 5f 73 63 28 53 43 5f |f.compar|e_sc(SC_|
|000026b0| 78 2c 20 73 65 74 29 0d | 20 20 20 20 20 20 20 20 |x, set).|        |
|000026c0| 20 65 6e 74 72 79 20 3d | 20 28 73 65 74 2c 20 76 | entry =| (set, v|
|000026d0| 61 6c 75 65 29 0d 20 20 | 20 20 20 20 20 20 20 73 |alue).  |       s|
|000026e0| 65 61 72 63 68 5f 72 65 | 73 75 6c 74 73 2e 61 70 |earch_re|sults.ap|
|000026f0| 70 65 6e 64 28 65 6e 74 | 72 79 29 0d 20 20 20 20 |pend(ent|ry).    |
|00002700| 20 20 20 20 20 0d 20 20 | 20 20 20 20 23 23 23 20 |     .  |    ### |
|00002710| 67 65 74 20 72 61 6e 67 | 65 73 20 66 72 6f 6d 5f |get rang|es from_|
|00002720| 75 73 72 20 70 65 72 63 | 65 6e 74 61 67 65 20 66 |usr perc|entage f|
|00002730| 6f 72 5f 70 61 72 74 69 | 63 75 6c 61 72 20 70 61 |or_parti|cular pa|
|00002740| 74 68 5f 65 6e 67 69 6e | 65 0d 20 20 20 20 20 20 |th_engin|e.      |
|00002750| 69 66 20 73 65 6c 66 2e | 6d 69 6e 20 3e 20 73 65 |if self.|min > se|
|00002760| 6c 66 2e 6d 61 78 3a 20 | 20 20 20 20 20 23 20 31 |lf.max: |     # 1|
|00002770| 2e 30 20 3e 20 30 2e 30 | 20 6d 61 78 20 73 69 6d |.0 > 0.0| max sim|
|00002780| 69 6c 61 72 69 74 79 20 | 20 20 20 20 20 20 0d 20 |ilarity |      . |
|00002790| 20 20 20 20 20 20 20 20 | 68 69 67 68 20 3d 20 73 |        |high = s|
|000027a0| 65 6c 66 2e 6d 69 6e 0d | 20 20 20 20 20 20 20 20 |elf.min.|        |
|000027b0| 20 6c 6f 77 20 20 3d 20 | 73 65 6c 66 2e 6d 61 78 | low  = |self.max|
|000027c0| 0d 20 20 20 20 20 20 65 | 6c 73 65 3a 0d 20 20 20 |.      e|lse:.   |
|000027d0| 20 20 20 20 20 20 68 69 | 67 68 20 3d 20 73 65 6c |      hi|gh = sel|
|000027e0| 66 2e 6d 61 78 20 20 20 | 20 20 20 20 20 20 20 20 |f.max   |        |
|000027f0| 23 20 30 2e 30 20 3c 20 | 31 2e 30 20 6d 61 78 20 |# 0.0 < |1.0 max |
|00002800| 73 69 6d 69 6c 61 72 69 | 74 79 20 20 20 0d 20 20 |similari|ty   .  |
|00002810| 20 20 20 20 20 20 20 6c | 6f 77 20 20 3d 20 73 65 |       l|ow  = se|
|00002820| 6c 66 2e 6d 69 6e 0d 20 | 20 20 20 20 20 75 73 72 |lf.min. |     usr|
|00002830| 5f 6d 69 6e 20 3d 20 70 | 65 72 63 65 6e 74 5f 73 |_min = p|ercent_s|
|00002840| 69 6d 5f 72 61 6e 67 65 | 5b 30 5d 20 0d 20 20 20 |im_range|[0] .   |
|00002850| 20 20 20 75 73 72 5f 6d | 61 78 20 3d 20 70 65 72 |   usr_m|ax = per|
|00002860| 63 65 6e 74 5f 73 69 6d | 5f 72 61 6e 67 65 5b 31 |cent_sim|_range[1|
|00002870| 5d 0d 20 20 20 20 20 20 | 69 66 20 75 73 72 5f 6d |].      |if usr_m|
|00002880| 69 6e 20 3c 20 30 2e 30 | 30 3a 0d 20 20 20 20 20 |in < 0.0|0:.     |
|00002890| 20 20 20 20 75 73 72 5f | 6d 69 6e 20 3d 20 30 2e |    usr_|min = 0.|
|000028a0| 30 30 20 20 20 23 20 30 | 25 0d 20 20 20 20 20 20 |00   # 0|%.      |
|000028b0| 69 66 20 75 73 72 5f 6d | 61 78 20 3e 20 31 2e 30 |if usr_m|ax > 1.0|
|000028c0| 30 3a 0d 20 20 20 20 20 | 20 20 20 20 75 73 72 5f |0:.     |    usr_|
|000028d0| 6d 61 78 20 3d 20 31 2e | 30 30 20 20 20 23 20 31 |max = 1.|00   # 1|
|000028e0| 30 30 25 0d 20 20 20 20 | 20 20 20 20 20 0d 20 20 |00%.    |     .  |
|000028f0| 20 20 20 20 74 6f 74 52 | 61 6e 67 65 20 3d 20 61 |    totR|ange = a|
|00002900| 62 73 28 68 69 67 68 20 | 2d 20 6c 6f 77 29 20 20 |bs(high |- low)  |
|00002910| 20 20 20 20 23 23 23 20 | 69 6e 5f 73 63 61 6c 65 |    ### |in_scale|
|00002920| 20 6f 66 20 61 6e 61 6c | 79 73 69 73 20 61 6c 67 | of anal|ysis alg|
|00002930| 6f 72 69 74 68 6d 0d 20 | 20 20 20 20 20 69 6e 69 |orithm. |     ini|
|00002940| 74 5f 6d 69 6e 20 20 3d | 20 74 6f 74 52 61 6e 67 |t_min  =| totRang|
|00002950| 65 20 2a 20 75 73 72 5f | 6d 69 6e 20 20 23 23 23 |e * usr_|min  ###|
|00002960| 20 6d 75 6c 74 69 70 6c | 79 20 62 79 20 70 65 72 | multipl|y by per|
|00002970| 63 65 6e 74 61 67 65 20 | 74 6f 20 66 69 6e 64 20 |centage |to find |
|00002980| 61 63 74 75 61 6c 20 76 | 61 6c 75 65 0d 20 20 20 |actual v|alue.   |
|00002990| 20 20 20 69 6e 69 74 5f | 6d 61 78 20 20 3d 20 74 |   init_|max  = t|
|000029a0| 6f 74 52 61 6e 67 65 20 | 2a 20 75 73 72 5f 6d 61 |otRange |* usr_ma|
|000029b0| 78 0d 20 20 20 20 20 20 | 0d 20 20 20 20 20 20 69 |x.      |.      i|
|000029c0| 6e 63 72 65 6d 65 6e 74 | 5f 6d 75 6c 74 69 70 6c |ncrement|_multipl|
|000029d0| 79 20 3d 20 30 0d 20 20 | 20 20 20 20 6c 61 73 74 |y = 0.  |    last|
|000029e0| 5f 74 72 79 20 3d 20 30 | 0d 20 20 20 20 20 20 66 |_try = 0|.      f|
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|00002a00| 3d 20 5b 5d 0d 20 20 20 | 20 20 20 0d 20 20 20 20 |= [].   |   .    |
|00002a10| 20 20 6e 6f 5f 66 69 72 | 73 74 5f 72 20 3d 20 30 |  no_fir|st_r = 0|
|00002a20| 20 20 23 23 23 20 74 72 | 61 63 6b 20 6e 75 6d 62 |  ### tr|ack numb|
|00002a30| 65 72 20 6f 66 20 6d 61 | 74 63 68 65 73 20 77 69 |er of ma|tches wi|
|00002a40| 74 68 69 6e 20 69 6e 69 | 74 69 61 6c 20 72 61 6e |thin ini|tial ran|
|00002a50| 67 65 0d 20 20 20 20 20 | 20 77 68 69 6c 65 20 31 |ge.     | while 1|
|00002a60| 3a 0d 20 20 20 20 20 20 | 20 20 20 63 75 72 72 65 |:.      |   curre|
|00002a70| 6e 74 5f 6d 69 6e 20 3d | 20 69 6e 69 74 5f 6d 69 |nt_min =| init_mi|
|00002a80| 6e 20 2d 20 28 28 74 6f | 6c 61 72 61 6e 63 65 20 |n - ((to|larance |
|00002a90| 2a 20 69 6e 63 72 65 6d | 65 6e 74 5f 6d 75 6c 74 |* increm|ent_mult|
|00002aa0| 69 70 6c 79 29 20 2a 20 | 74 6f 74 52 61 6e 67 65 |iply) * |totRange|
|00002ab0| 29 0d 20 20 20 20 20 20 | 20 20 20 69 66 20 63 75 |).      |   if cu|
|00002ac0| 72 72 65 6e 74 5f 6d 69 | 6e 20 3c 20 6c 6f 77 3a |rrent_mi|n < low:|
|00002ad0| 0d 20 20 20 20 20 20 20 | 20 20 20 20 20 63 75 72 |.       |     cur|
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|00002af0| 20 20 20 20 20 20 20 20 | 63 75 72 72 65 6e 74 5f |        |current_|
|00002b00| 6d 61 78 20 3d 20 69 6e | 69 74 5f 6d 61 78 20 2b |max = in|it_max +|
|00002b10| 20 28 28 74 6f 6c 61 72 | 61 6e 63 65 20 2a 20 69 | ((tolar|ance * i|
|00002b20| 6e 63 72 65 6d 65 6e 74 | 5f 6d 75 6c 74 69 70 6c |ncrement|_multipl|
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|00002b50| 6e 74 5f 6d 61 78 20 3e | 20 68 69 67 68 3a 0d 20 |nt_max >| high:. |
|00002b60| 20 20 20 20 20 20 20 20 | 20 20 20 63 75 72 72 65 |        |   curre|
|00002b70| 6e 74 5f 6d 61 78 20 3d | 20 68 69 67 68 0d 20 20 |nt_max =| high.  |
|00002b80| 20 20 20 20 20 20 20 69 | 66 20 63 75 72 72 65 6e |       i|f curren|
|00002b90| 74 5f 6d 69 6e 20 3c 3d | 20 6c 6f 77 20 61 6e 64 |t_min <=| low and|
|00002ba0| 20 63 75 72 72 65 6e 74 | 5f 6d 61 78 20 3e 3d 20 | current|_max >= |
|00002bb0| 68 69 67 68 3a 0d 20 20 | 20 20 20 20 20 20 20 20 |high:.  |        |
|00002bc0| 20 20 6c 61 73 74 5f 74 | 72 79 20 3d 20 31 0d 20 |  last_t|ry = 1. |
|00002bd0| 20 20 20 20 20 20 20 20 | 20 20 20 0d 20 20 20 20 |        |   .    |
|00002be0| 20 20 20 20 20 66 6f 72 | 20 73 65 74 20 69 6e 20 |     for| set in |
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|00002c00| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
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|00002c30| 72 69 73 6f 6e 20 76 61 | 6c 75 65 0d 20 20 20 20 |rison va|lue.    |
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|00002c60| 20 61 6e 64 20 73 65 74 | 5b 31 5d 20 3c 3d 20 63 | and set|[1] <= c|
|00002c70| 75 72 72 65 6e 74 5f 6d | 61 78 3a 0d 20 20 20 20 |urrent_m|ax:.    |
|00002c80| 20 20 20 20 20 20 20 20 | 20 20 20 20 66 69 6c 74 |        |    filt|
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|00002cc0| 6e 6f 20 76 61 6c 75 65 | 0d 20 20 20 20 20 20 20 |no value|.       |
|00002cd0| 20 20 69 66 20 69 6e 63 | 72 65 6d 65 6e 74 5f 6d |  if inc|rement_m|
|00002ce0| 75 6c 74 69 70 6c 79 20 | 3d 3d 20 30 3a 0d 20 20 |ultiply |== 0:.  |
|00002cf0| 20 20 20 20 20 20 20 20 | 20 20 6e 6f 5f 66 69 72 |        |  no_fir|
|00002d00| 73 74 5f 72 20 3d 20 6c | 65 6e 28 66 69 6c 74 65 |st_r = l|en(filte|
|00002d10| 72 65 64 5f 72 65 73 75 | 6c 74 73 29 0d 20 20 20 |red_resu|lts).   |
|00002d20| 20 20 20 20 20 20 20 20 | 20 69 66 20 74 6f 6c 61 |        | if tola|
|00002d30| 72 61 6e 63 65 20 3d 3d | 20 30 3a 0d 20 20 20 20 |rance ==| 0:.    |
|00002d40| 20 20 20 20 20 20 20 20 | 20 20 20 62 72 65 61 6b |        |   break|
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|00002d80| 20 20 20 20 6c 61 73 74 | 5f 74 72 79 20 3d 20 31 |    last|_try = 1|
|00002d90| 20 20 20 20 20 20 20 20 | 20 0d 20 20 20 20 20 20 |        | .      |
|00002da0| 20 20 20 0d 20 20 20 20 | 20 20 20 20 20 69 66 20 |   .    |     if |
|00002db0| 6c 61 73 74 5f 74 72 79 | 20 3d 3d 20 31 3a 0d 20 |last_try| == 1:. |
|00002dc0| 20 20 20 20 20 20 20 20 | 20 20 20 62 72 65 61 6b |        |   break|
|00002dd0| 0d 20 20 20 20 20 20 20 | 20 20 69 6e 63 72 65 6d |.       |  increm|
|00002de0| 65 6e 74 5f 6d 75 6c 74 | 69 70 6c 79 20 3d 20 69 |ent_mult|iply = i|
|00002df0| 6e 63 72 65 6d 65 6e 74 | 5f 6d 75 6c 74 69 70 6c |ncrement|_multipl|
|00002e00| 79 20 2b 20 31 0d 20 20 | 20 20 20 20 6e 6f 5f 74 |y + 1.  |    no_t|
|00002e10| 6f 74 61 6c 20 3d 20 6c | 65 6e 28 66 69 6c 74 65 |otal = l|en(filte|
|00002e20| 72 65 64 5f 72 65 73 75 | 6c 74 73 29 0d 0d 20 20 |red_resu|lts)..  |
|00002e30| 20 20 20 20 72 65 74 75 | 72 6e 20 66 69 6c 74 65 |    retu|rn filte|
|00002e40| 72 65 64 5f 72 65 73 75 | 6c 74 73 2c 20 6e 6f 5f |red_resu|lts, no_|
|00002e50| 66 69 72 73 74 5f 72 2c | 20 6e 6f 5f 74 6f 74 61 |first_r,| no_tota|
|00002e60| 6c 0d 0d 0d 0d 20 20 20 | 64 65 66 20 63 68 6f 6f |l....   |def choo|
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|00002e90| 2c 20 66 69 6e 61 6c 5f | 73 63 2c 20 74 79 70 65 |, final_|sc, type|
|00002ea0| 3d 31 2c 20 74 6e 69 5f | 74 6f 67 67 6c 65 3d 31 |=1, tni_|toggle=1|
|00002eb0| 29 3a 20 20 23 23 23 20 | 0d 20 20 20 20 20 20 23 |):  ### |.      #|
|00002ec0| 23 23 20 73 63 5f 6c 69 | 73 74 20 68 61 73 20 28 |## sc_li|st has (|
|00002ed0| 73 65 74 2c 20 76 61 6c | 75 65 29 20 70 61 69 72 |set, val|ue) pair|
|00002ee0| 73 0d 20 20 20 20 20 20 | 6d 61 78 5f 70 61 74 68 |s.      |max_path|
|00002ef0| 5f 69 20 3d 20 6c 65 6e | 28 70 61 74 68 5f 73 6f |_i = len|(path_so|
|00002f00| 5f 66 61 72 29 20 2d 20 | 31 0d 20 20 20 20 20 20 |_far) - |1.      |
|00002f10| 63 75 72 72 65 6e 74 5f | 73 63 20 3d 20 70 61 74 |current_|sc = pat|
|00002f20| 68 5f 73 6f 5f 66 61 72 | 5b 6d 61 78 5f 70 61 74 |h_so_far|[max_pat|
|00002f30| 68 5f 69 5d 0d 20 20 20 | 20 20 20 0d 20 20 20 20 |h_i].   |   .    |
|00002f40| 20 20 69 66 20 6c 65 6e | 28 73 63 5f 6c 69 73 74 |  if len|(sc_list|
|00002f50| 29 20 3d 3d 20 30 3a 0d | 20 20 20 20 20 20 20 20 |) == 0:.|        |
|00002f60| 20 72 65 74 75 72 6e 20 | 70 61 74 68 5f 73 6f 5f | return |path_so_|
|00002f70| 66 61 72 5b 30 5d 20 20 | 23 23 23 20 75 73 65 64 |far[0]  |### used|
|00002f80| 20 74 6f 20 62 65 20 7a | 65 72 6f 2c 20 6d 61 79 | to be z|ero, may|
|00002f90| 20 68 65 6c 70 20 6a 75 | 6d 70 20 74 6f 20 65 6e | help ju|mp to en|
|00002fa0| 64 20 61 6e 64 20 6e 6f | 74 20 67 65 74 20 73 74 |d and no|t get st|
|00002fb0| 75 63 6b 0d 0d 20 20 20 | 20 20 20 23 23 23 20 73 |uck..   |   ### s|
|00002fc0| 65 65 6b 20 63 68 6f 72 | 64 73 20 62 79 20 72 61 |eek chor|ds by ra|
|00002fd0| 6e 64 6f 6d 20 67 75 65 | 73 73 69 6e 67 20 77 69 |ndom gue|ssing wi|
|00002fe0| 74 68 69 6e 20 73 65 61 | 72 63 68 20 72 65 73 75 |thin sea|rch resu|
|00002ff0| 6c 74 73 0d 20 20 20 20 | 20 20 23 23 23 20 61 6c |lts.    |  ### al|
|00003000| 74 65 72 6e 61 74 65 20 | 6d 65 74 68 6f 64 20 6f |ternate |method o|
|00003010| 66 20 66 69 6e 64 69 6e | 67 20 70 61 74 68 73 3a |f findin|g paths:|
|00003020| 20 64 6f 65 73 20 6e 6f | 74 20 73 65 65 6d 20 74 | does no|t seem t|
|00003030| 6f 20 77 6f 72 6b 20 74 | 6f 20 77 65 6c 6c 0d 20 |o work t|o well. |
|00003040| 20 20 20 20 20 69 66 20 | 74 79 70 65 20 3d 3d 20 |     if |type == |
|00003050| 30 3a 0d 20 20 20 20 20 | 20 20 20 20 69 20 3d 20 |0:.     |    i = |
|00003060| 30 0d 20 20 20 20 20 20 | 20 20 20 77 68 69 6c 65 |0.      |   while|
|00003070| 20 31 20 3c 20 31 32 3a | 20 0d 20 20 20 20 20 20 | 1 < 12:| .      |
|00003080| 20 20 20 20 20 20 69 6e | 64 65 78 20 3d 20 72 61 |      in|dex = ra|
|00003090| 6e 64 6f 6d 2e 72 61 6e | 64 69 6e 74 28 30 2c 20 |ndom.ran|dint(0, |
|000030a0| 28 6c 65 6e 28 73 63 5f | 6c 69 73 74 29 2d 31 29 |(len(sc_|list)-1)|
|000030b0| 29 0d 20 20 20 20 20 20 | 20 20 20 20 20 20 69 66 |).      |      if|
|000030c0| 20 73 63 5f 6c 69 73 74 | 5b 69 6e 64 65 78 5d 5b | sc_list|[index][|
|000030d0| 30 5d 20 3d 3d 20 63 75 | 72 72 65 6e 74 5f 73 63 |0] == cu|rrent_sc|
|000030e0| 3a 0d 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |:.      |        |
|000030f0| 20 63 6f 6e 74 69 6e 75 | 65 0d 20 20 20 20 20 20 | continu|e.      |
|00003100| 20 20 20 20 20 20 65 6c | 73 65 3a 20 62 72 65 61 |      el|se: brea|
|00003110| 6b 0d 20 20 20 20 20 20 | 20 20 20 72 65 74 75 72 |k.      |   retur|
|00003120| 6e 20 73 63 5f 6c 69 73 | 74 5b 69 6e 64 65 78 5d |n sc_lis|t[index]|
|00003130| 5b 30 5d 0d 20 20 20 20 | 20 20 20 20 20 0d 20 20 |[0].    |     .  |
|00003140| 20 20 20 20 23 23 23 20 | 73 65 65 6b 20 63 68 6f |    ### |seek cho|
|00003150| 72 64 73 20 62 79 20 72 | 65 6c 61 74 69 6f 6e 20 |rds by r|elation |
|00003160| 74 6f 20 66 69 6e 61 6c | 20 63 68 6f 72 64 0d 20 |to final| chord. |
|00003170| 20 20 20 20 20 23 23 23 | 20 73 65 65 6b 20 63 68 |     ###| seek ch|
|00003180| 6f 72 64 73 20 62 79 20 | 72 65 6c 61 74 69 6f 6e |ords by |relation|
|00003190| 20 74 6f 20 66 69 6e 61 | 6c 20 63 68 6f 72 64 0d | to fina|l chord.|
|000031a0| 20 20 20 20 20 20 65 6c | 69 66 20 74 79 70 65 20 |      el|if type |
|000031b0| 3d 3d 20 31 3a 0d 20 20 | 20 20 20 20 20 20 20 6f |== 1:.  |       o|
|000031c0| 72 64 65 72 65 64 5f 6c | 69 73 74 20 3d 20 5b 5d |rdered_l|ist = []|
|000031d0| 0d 20 20 20 20 20 20 20 | 20 20 69 20 3d 20 30 0d |.       |  i = 0.|
|000031e0| 20 20 20 20 20 20 20 20 | 20 77 68 69 6c 65 20 69 |        | while i|
|000031f0| 20 3c 20 6c 65 6e 28 73 | 63 5f 6c 69 73 74 29 3a | < len(s|c_list):|
|00003200| 0d 20 20 20 20 20 20 20 | 20 20 20 20 20 69 66 20 |.       |     if |
|00003210| 73 65 6c 66 2e 6d 61 78 | 20 3e 20 73 65 6c 66 2e |self.max| > self.|
|00003220| 6d 69 6e 3a 0d 20 20 20 | 20 20 20 20 20 20 20 20 |min:.   |        |
|00003230| 20 20 20 20 72 61 6e 67 | 65 5f 64 69 72 65 63 74 |    rang|e_direct|
|00003240| 69 6f 6e 20 3d 20 31 0d | 20 20 20 20 20 20 20 20 |ion = 1.|        |
|00003250| 20 20 20 20 20 20 20 6d | 61 78 5f 76 61 6c 75 65 |       m|ax_value|
|00003260| 20 3d 20 30 0d 20 20 20 | 20 20 20 20 20 20 20 20 | = 0.   |        |
|00003270| 20 65 6c 73 65 3a 0d 20 | 20 20 20 20 20 20 20 20 | else:. |        |
|00003280| 20 20 20 20 20 20 72 61 | 6e 67 65 5f 64 69 72 65 |      ra|nge_dire|
|00003290| 63 74 69 6f 6e 20 3d 20 | 30 0d 20 20 20 20 20 20 |ction = |0.      |
|000032a0| 20 20 20 20 20 20 20 20 | 20 6d 61 78 5f 76 61 6c |        | max_val|
|000032b0| 75 65 20 3d 20 73 65 6c | 66 2e 6d 61 78 20 20 20 |ue = sel|f.max   |
|000032c0| 20 20 20 20 20 20 23 23 | 23 20 73 65 6c 66 2e 6d |      ##|# self.m|
|000032d0| 61 78 20 69 73 20 30 20 | 69 6e 74 65 72 6d 73 20 |ax is 0 |interms |
|000032e0| 20 6f 66 20 6d 61 78 20 | 73 69 6d 69 6c 61 72 69 | of max |similari|
|000032f0| 74 79 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |ty      |        |
|00003300| 20 20 20 20 20 20 0d 20 | 20 20 20 20 20 20 20 20 |      . |        |
|00003310| 20 20 20 20 20 20 20 20 | 20 20 0d 20 20 20 20 20 |        |  .     |
|00003320| 20 20 20 20 20 20 20 23 | 23 23 20 73 6f 72 74 20 |       #|## sort |
|00003330| 63 68 6f 72 64 73 20 62 | 79 20 68 69 67 68 65 73 |chords b|y highes|
|00003340| 74 20 73 69 6d 69 6c 61 | 72 69 74 79 20 74 6f 20 |t simila|rity to |
|00003350| 66 69 6e 61 6c 2c 20 72 | 65 6c 61 74 69 76 65 20 |final, r|elative |
|00003360| 74 6f 20 74 68 65 20 67 | 69 76 65 6e 20 73 79 73 |to the g|iven sys|
|00003370| 74 65 6d 0d 20 20 20 20 | 20 20 20 20 20 20 20 20 |tem.    |        |
|00003380| 6d 61 78 5f 64 61 74 61 | 20 3d 20 28 28 31 2c 31 |max_data| = ((1,1|
|00003390| 2c 31 29 2c 30 29 0d 20 | 20 20 20 20 20 20 20 20 |,1),0). |        |
|000033a0| 20 20 20 6b 20 20 20 20 | 20 3d 20 30 0d 20 20 20 |   k    | = 0.   |
|000033b0| 20 20 20 20 20 20 20 20 | 20 6d 61 78 5f 6b 20 3d |        | max_k =|
|000033c0| 20 30 0d 20 20 20 20 20 | 20 20 20 20 20 20 20 66 | 0.     |       f|
|000033d0| 6f 72 20 64 61 74 61 5f | 70 61 69 72 20 69 6e 20 |or data_|pair in |
|000033e0| 73 63 5f 6c 69 73 74 3a | 0d 20 20 20 20 20 20 20 |sc_list:|.       |
|000033f0| 20 20 20 20 20 20 20 20 | 76 61 6c 75 65 20 3d 20 |        |value = |
|00003400| 73 65 6c 66 2e 63 6f 6d | 70 61 72 65 5f 73 63 28 |self.com|pare_sc(|
|00003410| 64 61 74 61 5f 70 61 69 | 72 5b 30 5d 2c 20 66 69 |data_pai|r[0], fi|
|00003420| 6e 61 6c 5f 73 63 2c 20 | 74 6e 69 5f 74 6f 67 67 |nal_sc, |tni_togg|
|00003430| 6c 65 29 20 20 20 20 23 | 23 23 20 61 64 64 20 74 |le)    #|## add t|
|00003440| 6e 69 20 74 6f 67 67 6c | 65 20 68 65 72 65 0d 20 |ni toggl|e here. |
|00003450| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 69 66 |        |      if|
|00003460| 20 72 61 6e 67 65 5f 64 | 69 72 65 63 74 69 6f 6e | range_d|irection|
|00003470| 20 3d 3d 20 31 3a 20 20 | 20 20 20 20 20 23 23 23 | == 1:  |     ###|
|00003480| 20 6e 6f 72 6d 61 6c 20 | 63 6f 6e 64 69 74 69 6f | normal |conditio|
|00003490| 6e 0d 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |n.      |        |
|000034a0| 20 20 20 20 69 66 20 76 | 61 6c 75 65 20 3e 3d 20 |    if v|alue >= |
|000034b0| 6d 61 78 5f 76 61 6c 75 | 65 3a 20 20 20 20 20 20 |max_valu|e:      |
|000034c0| 23 23 23 20 3e 20 74 68 | 61 6e 20 69 73 20 63 6c |### > th|an is cl|
|000034d0| 6f 73 65 72 20 74 6f 0d | 20 20 20 20 20 20 20 20 |oser to.|        |
|000034e0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 6d 61 78 |        |     max|
|000034f0| 5f 76 61 6c 75 65 20 20 | 3d 20 76 61 6c 75 65 0d |_value  |= value.|
|00003500| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00003510| 20 20 20 20 20 6d 61 78 | 5f 64 61 74 61 20 20 20 |     max|_data   |
|00003520| 3d 20 64 61 74 61 5f 70 | 61 69 72 0d 20 20 20 20 |= data_p|air.    |
|00003530| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00003540| 20 6d 61 78 5f 6b 20 20 | 20 20 20 20 3d 20 6b 0d | max_k  |    = k.|
|00003550| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 65 |        |       e|
|00003560| 6c 73 65 3a 20 20 20 20 | 20 20 20 20 20 20 20 20 |lse:    |        |
|00003570| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 23 23 23 |        |     ###|
|00003580| 20 66 6f 72 5f 70 61 74 | 68 20 65 6e 67 27 73 20 | for_pat|h eng's |
|00003590| 74 68 61 74 20 69 6e 76 | 65 72 74 20 73 63 61 6c |that inv|ert scal|
|000035a0| 65 0d 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |e.      |        |
|000035b0| 20 20 20 20 69 66 20 76 | 61 6c 75 65 20 3c 3d 20 |    if v|alue <= |
|000035c0| 6d 61 78 5f 76 61 6c 75 | 65 3a 20 20 20 20 20 23 |max_valu|e:     #|
|000035d0| 23 23 20 3c 20 74 68 61 | 6e 20 69 73 20 63 6c 6f |## < tha|n is clo|
|000035e0| 73 65 72 20 74 6f 0d 20 | 20 20 20 20 20 20 20 20 |ser to. |        |
|000035f0| 20 20 20 20 20 20 20 20 | 20 20 20 20 6d 61 78 5f |        |    max_|
|00003600| 76 61 6c 75 65 20 20 3d | 20 76 61 6c 75 65 0d 20 |value  =| value. |
|00003610| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00003620| 20 20 20 20 6d 61 78 5f | 64 61 74 61 20 20 20 3d |    max_|data   =|
|00003630| 20 64 61 74 61 5f 70 61 | 69 72 0d 20 20 20 20 20 | data_pa|ir.     |
|00003640| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00003650| 6d 61 78 5f 6b 20 20 20 | 20 20 20 3d 20 6b 0d 20 |max_k   |   = k. |
|00003660| 20 20 20 20 20 20 20 20 | 20 20 20 6f 72 64 65 72 |        |   order|
|00003670| 65 64 5f 6c 69 73 74 2e | 61 70 70 65 6e 64 28 73 |ed_list.|append(s|
|00003680| 63 5f 6c 69 73 74 2e 70 | 6f 70 28 6d 61 78 5f 6b |c_list.p|op(max_k|
|00003690| 29 29 20 20 20 20 23 23 | 23 20 61 70 70 65 6e 64 |))    ##|# append|
|000036a0| 2f 70 6f 70 20 69 6e 20 | 6f 72 64 65 72 20 63 72 |/pop in |order cr|
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|000036d0| 20 20 69 20 3d 20 69 20 | 2b 20 31 0d 20 20 20 20 |  i = i |+ 1.    |
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|000036f0| 5f 73 69 6d 20 3d 20 2e | 33 30 20 20 20 20 20 20 |_sim = .|30      |
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|00003710| 69 6d 70 6f 72 74 61 6e | 74 20 76 61 72 69 61 62 |importan|t variab|
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|00003730| 28 66 72 6f 6d 5f 66 69 | 6e 61 6c 29 20 61 6c 6c |(from_fi|nal) all|
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|00003790| 20 0d 20 20 20 20 20 20 | 20 20 20 63 6f 75 6e 74 | .      |   count|
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|000037b0| 72 61 6e 64 5f 69 6e 64 | 65 78 20 3d 20 30 0d 20 |rand_ind|ex = 0. |
|000037c0| 20 20 20 20 20 20 20 20 | 72 65 70 69 63 6b 20 3d |        |repick =|
|000037d0| 20 30 0d 20 20 20 20 20 | 20 20 20 20 70 69 63 6b | 0.     |    pick|
|000037e0| 73 5f 6c 69 73 74 20 3d | 20 5b 5d 0d 20 20 20 20 |s_list =| [].    |
|000037f0| 20 20 20 20 20 65 78 70 | 61 6e 64 65 72 5f 70 65 |     exp|ander_pe|
|00003800| 72 63 65 6e 74 20 3d 20 | 30 2e 30 0d 20 20 20 20 |rcent = |0.0.    |
|00003810| 20 20 20 20 20 77 68 69 | 6c 65 20 31 3a 0d 20 20 |     whi|le 1:.  |
|00003820| 20 20 20 20 20 20 20 20 | 20 20 72 65 70 69 63 6b |        |  repick|
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|00003880| 20 20 20 20 20 20 23 23 | 23 20 73 63 61 6c 65 20 |      ##|# scale |
|00003890| 74 68 65 20 72 61 6e 67 | 65 20 6f 66 20 69 6e 64 |the rang|e of ind|
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|000038f0| 3d 20 6c 65 6e 67 74 68 | 0d 20 20 20 20 20 20 20 |= length|.       |
|00003900| 20 20 20 20 20 23 23 23 | 20 70 72 69 6e 74 20 27 |     ###| print '|
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|00003920| 61 78 5f 6f 72 64 5f 69 | 29 2c 20 20 20 23 23 23 |ax_ord_i|),   ###|
|00003930| 20 68 69 67 68 65 72 20 | 69 6e 64 65 78 20 6d 65 | higher |index me|
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|00003970| 20 20 20 72 61 6e 64 5f | 69 6e 64 65 78 20 3d 20 |   rand_|index = |
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|000039a0| 20 20 20 20 20 20 20 20 | 20 20 20 23 23 23 20 73 |        |   ### s|
|000039b0| 65 6c 65 63 74 20 61 20 | 73 63 20 66 72 6f 6d 5f |elect a |sc from_|
|000039c0| 74 68 65 20 74 6f 70 20 | 37 35 25 20 6d 61 74 63 |the top |75% matc|
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|000039f0| 20 20 20 6e 65 77 5f 73 | 63 20 3d 20 6f 72 64 65 |   new_s|c = orde|
|00003a00| 72 65 64 5f 6c 69 73 74 | 5b 72 61 6e 64 5f 69 6e |red_list|[rand_in|
|00003a10| 64 65 78 5d 5b 30 5d 20 | 20 20 20 20 20 20 20 23 |dex][0] |       #|
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|00003a50| 72 64 0d 0d 20 20 20 20 | 20 20 20 20 20 20 20 20 |rd..    |        |
|00003a60| 66 6f 72 20 69 20 69 6e | 20 72 61 6e 67 65 28 31 |for i in| range(1|
|00003a70| 2c 6d 61 78 5f 70 61 74 | 68 5f 69 29 3a 20 20 20 |,max_pat|h_i):   |
|00003a80| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00003a90| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00003aa0| 20 20 20 20 20 20 20 20 | 20 23 23 23 20 73 63 61 |        | ### sca|
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|00003ac0| 20 66 61 72 5f 66 6f 72 | 20 61 6c 74 65 72 6e 61 | far_for| alterna|
|00003ad0| 74 69 6f 6e 20 73 63 20 | 70 61 74 74 65 72 6e 73 |tion sc |patterns|
|00003ae0| 0d 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |.       |        |
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|00003b00| 2d 31 5d 20 3d 3d 20 63 | 75 72 72 65 6e 74 5f 73 |-1] == c|urrent_s|
|00003b10| 63 20 61 6e 64 20 70 61 | 74 68 5f 73 6f 5f 66 61 |c and pa|th_so_fa|
|00003b20| 72 5b 69 5d 20 3d 3d 20 | 6e 65 77 5f 73 63 3a 20 |r[i] == |new_sc: |
|00003b30| 20 20 20 20 20 20 23 23 | 23 20 73 74 6f 70 20 6f |      ##|# stop o|
|00003b40| 73 63 69 6c 61 74 69 6e | 67 20 73 65 74 73 0d 20 |scilatin|g sets. |
|00003b50| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00003b60| 20 72 65 70 69 63 6b 20 | 3d 20 31 0d 20 20 20 20 | repick |= 1.    |
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|00003b90| 20 20 20 20 23 23 23 20 | 64 6f 6e 74 20 61 6c 6c |    ### |dont all|
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|00003bb0| 69 63 65 20 69 6e 20 61 | 20 72 6f 77 0d 20 20 20 |ice in a| row.   |
|00003bc0| 20 20 20 20 20 20 20 20 | 20 20 20 20 72 65 70 69 |        |    repi|
|00003bd0| 63 6b 20 3d 20 31 0d 20 | 20 20 20 20 20 20 20 20 |ck = 1. |        |
|00003be0| 20 20 20 69 66 20 72 61 | 6e 64 5f 69 6e 64 65 78 |   if ra|nd_index|
|00003bf0| 20 69 6e 20 70 69 63 6b | 73 5f 6c 69 73 74 3a 20 | in pick|s_list: |
|00003c00| 20 23 23 23 20 64 6f 6e | 74 20 61 6c 6c 6f 77 20 | ### don|t allow |
|00003c10| 72 65 64 75 6e 64 61 6e | 74 20 74 72 69 61 6c 73 |redundan|t trials|
|00003c20| 0d 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |.       |        |
|00003c30| 72 65 70 69 63 6b 20 3d | 20 31 0d 20 20 20 20 20 |repick =| 1.     |
|00003c40| 20 20 20 20 20 20 20 65 | 6c 73 65 3a 0d 20 20 20 |       e|lse:.   |
|00003c50| 20 20 20 20 20 20 20 20 | 20 20 20 20 70 69 63 6b |        |    pick|
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|00003c70| 6e 64 5f 69 6e 64 65 78 | 29 0d 20 20 20 20 20 20 |nd_index|).      |
|00003c80| 20 20 20 20 20 20 20 20 | 20 20 20 20 0d 20 20 20 |        |    .   |
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|00003d00| 20 0d 20 20 20 20 20 20 | 20 20 20 20 20 20 69 66 | .      |      if|
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|00003d30| 20 3e 20 38 3a 20 20 23 | 23 23 20 67 65 6e 65 72 | > 8:  #|## gener|
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|00003d80| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 65 |        |       e|
|00003d90| 78 70 61 6e 64 65 72 5f | 70 65 72 63 65 6e 74 20 |xpander_|percent |
|00003da0| 3d 20 65 78 70 61 6e 64 | 65 72 5f 70 65 72 63 65 |= expand|er_perce|
|00003db0| 6e 74 20 2b 20 70 65 72 | 63 65 6e 74 5f 74 6f 70 |nt + per|cent_top|
|00003dc0| 5f 73 69 6d 20 20 20 23 | 23 23 20 61 66 74 65 72 |_sim   #|## after|
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|00003df0| 65 20 65 74 69 72 65 20 | 6c 69 73 74 0d 20 20 20 |e etire |list.   |
|00003e00| 20 20 20 20 20 20 20 20 | 20 20 20 20 63 6f 75 6e |        |    coun|
|00003e10| 74 65 72 20 3d 20 30 0d | 20 20 20 20 20 20 20 20 |ter = 0.|        |
|00003e20| 20 20 20 20 20 20 20 0d | 20 20 20 20 20 20 20 20 |       .|        |
|00003e30| 20 20 20 20 20 20 20 23 | 23 23 20 74 6f 20 65 6e |       #|## to en|
|00003e40| 74 69 72 65 20 63 6f 6c | 6c 65 63 74 69 6f 6e 20 |tire col|lection |
|00003e50| 6f 70 65 6e 20 6c 69 73 | 74 0d 20 20 20 20 20 20 |open lis|t.      |
|00003e60| 20 20 20 20 20 20 69 66 | 20 6d 61 78 5f 6f 72 64 |      if| max_ord|
|00003e70| 5f 69 20 3d 3d 20 6c 65 | 6e 67 74 68 3a 0d 20 20 |_i == le|ngth:.  |
|00003e80| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 63 68 6f |        |     cho|
|00003e90| 73 65 6e 5f 63 68 6f 72 | 64 20 3d 20 6f 72 64 65 |sen_chor|d = orde|
|00003ea0| 72 65 64 5f 6c 69 73 74 | 5b 72 61 6e 64 5f 69 6e |red_list|[rand_in|
|00003eb0| 64 65 78 5d 5b 30 5d 20 | 0d 20 20 20 20 20 20 20 |dex][0] |.       |
|00003ec0| 20 20 20 20 20 20 20 20 | 62 72 65 61 6b 0d 20 20 |        |break.  |
|00003ed0| 20 20 20 20 20 20 20 20 | 20 20 69 66 20 72 65 70 |        |  if rep|
|00003ee0| 69 63 6b 20 3d 3d 20 31 | 3a 0d 20 20 20 20 20 20 |ick == 1|:.      |
|00003ef0| 20 20 20 20 20 20 20 20 | 20 63 6f 6e 74 69 6e 75 |        | continu|
|00003f00| 65 0d 20 20 20 20 20 20 | 20 20 20 20 20 20 65 6c |e.      |      el|
|00003f10| 73 65 3a 0d 20 20 20 20 | 20 20 20 20 20 20 20 20 |se:.    |        |
|00003f20| 20 20 20 63 68 6f 73 65 | 6e 5f 63 68 6f 72 64 20 |   chose|n_chord |
|00003f30| 3d 20 6f 72 64 65 72 65 | 64 5f 6c 69 73 74 5b 72 |= ordere|d_list[r|
|00003f40| 61 6e 64 5f 69 6e 64 65 | 78 5d 5b 30 5d 20 20 20 |and_inde|x][0]   |
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|00003f70| 72 65 76 69 6f 75 73 20 | 73 69 6d 20 76 61 6c 75 |revious |sim valu|
|00003f80| 65 20 0d 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |e .     |        |
|00003f90| 20 20 62 72 65 61 6b 0d | 20 20 20 20 20 20 20 20 |  break.|        |
|00003fa0| 20 72 65 74 75 72 6e 20 | 63 68 6f 73 65 6e 5f 63 | return |chosen_c|
|00003fb0| 68 6f 72 64 20 20 20 20 | 20 20 20 20 20 20 20 20 |hord    |        |
|00003fc0| 20 20 20 20 20 20 20 20 | 0d 20 20 20 20 20 20 0d |        |.      .|
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|00003fe0| 69 70 61 74 68 28 73 65 | 6c 66 2c 20 70 65 72 63 |ipath(se|lf, perc|
|00003ff0| 65 6e 74 5f 73 69 6d 5f | 72 61 6e 67 65 2c 20 74 |ent_sim_|range, t|
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|00004010| 6e 67 74 68 3d 37 2c 20 | 74 6e 69 5f 74 6f 67 67 |ngth=7, |tni_togg|
|00004020| 6c 65 3d 31 29 3a 0d 20 | 20 20 20 20 20 27 73 65 |le=1):. |     'se|
|00004030| 72 61 63 68 65 73 20 61 | 6e 64 20 62 75 69 6c 64 |raches a|nd build|
|00004040| 73 20 70 61 74 68 73 20 | 62 65 74 77 65 65 6e 20 |s paths |between |
|00004050| 66 69 72 73 74 20 61 6e | 64 20 6c 61 73 74 20 73 |first an|d last s|
|00004060| 75 70 70 6c 69 65 64 20 | 73 65 74 20 63 6c 61 73 |upplied |set clas|
|00004070| 73 27 0d 20 20 20 20 20 | 20 66 69 6e 61 6c 5f 73 |s'.     | final_s|
|00004080| 63 20 3d 20 53 63 2e 66 | 6f 72 74 65 5f 74 6f 5f |c = Sc.f|orte_to_|
|00004090| 73 63 28 73 65 6c 66 2e | 64 6f 6d 69 6e 61 6e 74 |sc(self.|dominant|
|000040a0| 5b 30 5d 2c 20 73 65 6c | 66 2e 64 6f 6d 69 6e 61 |[0], sel|f.domina|
|000040b0| 6e 74 5b 31 5d 2c 20 73 | 65 6c 66 2e 64 6f 6d 69 |nt[1], s|elf.domi|
|000040c0| 6e 61 6e 74 5b 32 5d 29 | 0d 20 20 20 20 20 20 63 |nant[2])|.      c|
|000040d0| 79 63 6c 65 20 20 20 20 | 3d 20 30 0d 20 20 20 20 |ycle    |= 0.    |
|000040e0| 20 20 63 68 6f 69 63 65 | 5f 70 61 74 68 73 20 3d |  choice|_paths =|
|000040f0| 20 5b 5d 0d 20 20 20 20 | 20 20 62 61 64 5f 70 61 | [].    |  bad_pa|
|00004100| 74 68 73 20 20 20 20 3d | 20 5b 5d 0d 20 20 20 20 |ths    =| [].    |
|00004110| 20 20 0d 20 20 20 20 20 | 20 77 68 69 6c 65 20 63 |  .     | while c|
|00004120| 79 63 6c 65 20 3c 20 31 | 38 3a 20 20 20 20 20 20 |ycle < 1|8:      |
|00004130| 23 23 23 20 74 6f 74 61 | 6c 20 6e 75 6d 62 65 72 |### tota|l number|
|00004140| 20 6f 66 20 61 74 74 6d | 65 70 74 73 20 6d 61 64 | of attm|epts mad|
|00004150| 65 20 74 6f 20 66 69 6e | 64 20 61 20 70 61 74 68 |e to fin|d a path|
|00004160| 0d 20 20 20 20 20 20 20 | 20 20 70 61 74 68 77 61 |.       |  pathwa|
|00004170| 79 20 3d 20 5b 5d 0d 20 | 20 20 20 20 20 20 20 20 |y = []. |        |
|00004180| 65 78 69 74 20 3d 20 30 | 0d 20 20 20 20 20 20 20 |exit = 0|.       |
|00004190| 20 20 6b 65 65 70 20 3d | 20 30 0d 20 20 20 20 20 |  keep =| 0.     |
|000041a0| 20 20 20 20 63 75 72 72 | 65 6e 74 5f 73 63 20 3d |    curr|ent_sc =|
|000041b0| 20 53 63 2e 66 6f 72 74 | 65 5f 74 6f 5f 73 63 28 | Sc.fort|e_to_sc(|
|000041c0| 73 65 6c 66 2e 74 6f 6e | 69 63 5b 30 5d 2c 73 65 |self.ton|ic[0],se|
|000041d0| 6c 66 2e 74 6f 6e 69 63 | 5b 31 5d 29 0d 20 20 20 |lf.tonic|[1]).   |
|000041e0| 20 20 20 20 20 20 6d 70 | 61 74 68 5f 63 61 72 64 |      mp|ath_card|
|000041f0| 5f 72 61 6e 67 65 20 3d | 20 5b 30 2c 20 30 5d 20 |_range =| [0, 0] |
|00004200| 20 20 20 20 20 20 20 20 | 20 20 20 23 23 23 20 6c |        |   ### l|
|00004210| 69 6d 69 74 20 63 61 72 | 64 20 62 2f 6e 20 74 6f |imit car|d b/n to|
|00004220| 6e 69 63 20 61 6e 64 20 | 64 6f 6d 0d 20 20 20 20 |nic and |dom.    |
|00004230| 20 20 20 20 20 0d 20 20 | 20 20 20 20 20 20 20 69 |     .  |       i|
|00004240| 66 20 63 75 72 72 65 6e | 74 5f 73 63 5b 30 5d 20 |f curren|t_sc[0] |
|00004250| 3c 3d 20 33 3a 0d 20 20 | 20 20 20 20 20 20 20 20 |<= 3:.  |        |
|00004260| 20 20 6d 70 61 74 68 5f | 63 61 72 64 5f 72 61 6e |  mpath_|card_ran|
|00004270| 67 65 5b 30 5d 20 3d 20 | 63 75 72 72 65 6e 74 5f |ge[0] = |current_|
|00004280| 73 63 5b 30 5d 0d 20 20 | 20 20 20 20 20 20 20 65 |sc[0].  |       e|
|00004290| 6c 73 65 3a 0d 20 20 20 | 20 20 20 20 20 20 20 20 |lse:.   |        |
|000042a0| 20 6d 70 61 74 68 5f 63 | 61 72 64 5f 72 61 6e 67 | mpath_c|ard_rang|
|000042b0| 65 5b 30 5d 20 3d 20 63 | 75 72 72 65 6e 74 5f 73 |e[0] = c|urrent_s|
|000042c0| 63 5b 30 5d 20 2d 20 31 | 0d 20 20 20 20 20 20 20 |c[0] - 1|.       |
|000042d0| 20 20 69 66 20 66 69 6e | 61 6c 5f 73 63 5b 31 5d |  if fin|al_sc[1]|
|000042e0| 20 3e 3d 20 39 3a 0d 20 | 20 20 20 20 20 20 20 20 | >= 9:. |        |
|000042f0| 20 20 20 6d 70 61 74 68 | 5f 63 61 72 64 5f 72 61 |   mpath|_card_ra|
|00004300| 6e 67 65 5b 31 5d 20 3d | 20 66 69 6e 61 6c 5f 73 |nge[1] =| final_s|
|00004310| 63 5b 30 5d 0d 20 20 20 | 20 20 20 20 20 20 65 6c |c[0].   |      el|
|00004320| 73 65 3a 0d 20 20 20 20 | 20 20 20 20 20 20 20 20 |se:.    |        |
|00004330| 6d 70 61 74 68 5f 63 61 | 72 64 5f 72 61 6e 67 65 |mpath_ca|rd_range|
|00004340| 5b 31 5d 20 3d 20 66 69 | 6e 61 6c 5f 73 63 5b 30 |[1] = fi|nal_sc[0|
|00004350| 5d 20 2b 20 31 20 0d 20 | 20 20 20 20 20 20 20 20 |] + 1 . |        |
|00004360| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|00004370| 20 20 20 20 0d 20 20 20 | 20 20 20 20 20 20 6d 70 |    .   |      mp|
|00004380| 61 74 68 5f 63 61 72 64 | 5f 72 61 6e 67 65 20 3d |ath_card|_range =|
|00004390| 20 74 75 70 6c 65 28 6d | 70 61 74 68 5f 63 61 72 | tuple(m|path_car|
|000043a0| 64 5f 72 61 6e 67 65 29 | 0d 20 20 20 20 20 20 20 |d_range)|.       |
|000043b0| 20 20 70 61 74 68 77 61 | 79 2e 61 70 70 65 6e 64 |  pathwa|y.append|
|000043c0| 28 63 75 72 72 65 6e 74 | 5f 73 63 29 20 20 20 20 |(current|_sc)    |
|000043d0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |        |        |
|000043e0| 20 20 20 20 20 20 23 23 | 23 20 74 6f 6e 69 63 20 |      ##|# tonic |
|000043f0| 68 65 72 65 0d 20 20 20 | 20 20 20 20 20 20 77 68 |here.   |      wh|
|00004400| 69 6c 65 20 31 3a 0d 20 | 20 20 20 20 20 20 20 20 |ile 1:. |        |
|00004410| 20 20 20 73 63 5f 6d 61 | 74 63 68 65 73 2c 20 6e |   sc_ma|tches, n|
|00004420| 6f 31 2c 20 6e 6f 32 20 | 3d 20 73 65 6c 66 2e 66 |o1, no2 |= self.f|
|00004430| 69 6e 64 5f 63 6f 6d 6d | 6f 6e 5f 73 63 28 63 75 |ind_comm|on_sc(cu|
|00004440| 72 72 65 6e 74 5f 73 63 | 2c 20 70 65 72 63 65 6e |rrent_sc|, percen|
|00004450| 74 5f 73 69 6d 5f 72 61 | 6e 67 65 2c 20 74 6f 6c |t_sim_ra|nge, tol|
|00004460| 61 72 61 6e 63 65 2c 20 | 74 6e 69 5f 74 6f 67 67 |arance, |tni_togg|
|00004470| 6c 65 2c 20 6d 70 61 74 | 68 5f 63 61 72 64 5f 72 |le, mpat|h_card_r|
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|00004490| 20 20 20 20 69 66 20 6e | 6f 32 20 3d 3d 20 30 20 |    if n|o2 == 0 |
|000044a0| 61 6e 64 20 6e 6f 31 20 | 3d 3d 20 30 3a 0d 20 20 |and no1 |== 0:.  |
|000044b0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 72 65 74 |        |     ret|
|000044c0| 75 72 6e 20 30 0d 20 20 | 20 20 20 20 20 20 20 20 |urn 0.  |        |
|000044d0| 20 20 6e 65 78 74 5f 73 | 63 20 3d 20 73 65 6c 66 |  next_s|c = self|
|000044e0| 2e 63 68 6f 6f 73 65 5f | 73 63 28 73 63 5f 6d 61 |.choose_|sc(sc_ma|
|000044f0| 74 63 68 65 73 2c 20 70 | 61 74 68 77 61 79 2c 20 |tches, p|athway, |
|00004500| 66 69 6e 61 6c 5f 73 63 | 2c 20 31 2c 20 74 6e 69 |final_sc|, 1, tni|
|00004510| 5f 74 6f 67 67 6c 65 29 | 0d 20 20 20 20 20 20 20 |_toggle)|.       |
|00004520| 20 20 20 20 20 0d 20 20 | 20 20 20 20 20 20 20 20 |     .  |        |
|00004530| 20 20 23 23 23 20 6e 65 | 78 74 5f 73 63 20 77 69 |  ### ne|xt_sc wi|
|00004540| 6c 6c 20 62 65 20 74 68 | 65 20 73 61 6d 65 20 61 |ll be th|e same a|
|00004550| 73 20 63 75 72 72 65 6e | 74 5f 73 63 20 6f 6e 6c |s curren|t_sc onl|
|00004560| 79 20 69 66 20 61 66 74 | 65 72 20 31 32 20 74 72 |y if aft|er 12 tr|
|00004570| 69 65 73 0d 20 20 20 20 | 20 20 20 20 20 20 20 20 |ies.    |        |
|00004580| 23 23 23 20 63 68 6f 6f | 73 65 5f 73 63 20 63 61 |### choo|se_sc ca|
|00004590| 6e 74 20 66 69 6e 64 20 | 61 20 6e 65 77 5f 61 6e |nt find |a new_an|
|000045a0| 73 77 65 72 0d 20 20 20 | 20 20 20 20 20 20 20 20 |swer.   |        |
|000045b0| 20 70 61 74 68 77 61 79 | 2e 61 70 70 65 6e 64 28 | pathway|.append(|
|000045c0| 6e 65 78 74 5f 73 63 29 | 0d 20 20 20 20 20 20 20 |next_sc)|.       |
|000045d0| 20 20 20 20 20 69 66 20 | 63 75 72 72 65 6e 74 5f |     if |current_|
|000045e0| 73 63 20 3d 3d 20 6e 65 | 78 74 5f 73 63 3a 20 20 |sc == ne|xt_sc:  |
|000045f0| 20 20 23 23 23 20 69 6e | 20 63 61 73 65 5f 6e 65 |  ### in| case_ne|
|00004600| 78 74 5f 73 63 28 29 20 | 6d 65 74 68 6f 64 20 66 |xt_sc() |method f|
|00004610| 61 69 6c 65 73 20 74 6f | 20 67 65 74 20 6e 65 77 |ailes to| get new|
|00004620| 5f 73 63 0d 20 20 20 20 | 20 20 20 20 20 20 20 20 |_sc.    |        |
|00004630| 20 20 20 65 78 69 74 20 | 3d 20 31 0d 20 20 20 20 |   exit |= 1.    |
|00004640| 20 20 20 20 20 20 20 20 | 20 20 20 6b 65 65 70 20 |        |   keep |
|00004650| 3d 20 30 0d 20 20 20 20 | 20 20 20 20 20 20 20 20 |= 0.    |        |
|00004660| 69 66 20 6e 65 78 74 5f | 73 63 20 3d 3d 20 66 69 |if next_|sc == fi|
|00004670| 6e 61 6c 5f 73 63 3a 0d | 20 20 20 20 20 20 20 20 |nal_sc:.|        |
|00004680| 20 20 20 20 20 20 20 23 | 23 23 20 20 2a 20 21 21 |       #|##  * !!|
|00004690| 21 20 73 75 63 63 65 73 | 73 20 21 21 21 0d 20 20 |! succes|s !!!.  |
|000046a0| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 65 78 69 |        |     exi|
|000046b0| 74 20 3d 20 31 0d 20 20 | 20 20 20 20 20 20 20 20 |t = 1.  |        |
|000046c0| 20 20 20 20 20 6b 65 65 | 70 20 3d 20 31 0d 20 20 |     kee|p = 1.  |
|000046d0| 20 20 20 20 20 20 20 20 | 20 20 69 66 20 6c 65 6e |        |  if len|
|000046e0| 28 70 61 74 68 77 61 79 | 29 20 3e 20 6d 61 78 5f |(pathway|) > max_|
|000046f0| 6c 65 6e 67 74 68 3a 20 | 20 23 23 23 20 73 61 76 |length: | ### sav|
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|00004730| 20 23 23 23 20 2a 20 6c | 65 6e 67 74 68 20 65 78 | ### * l|ength ex|
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|00004750| 20 20 20 20 20 20 65 78 | 69 74 20 3d 20 31 0d 20 |      ex|it = 1. |
|00004760| 20 20 20 20 20 20 20 20 | 20 20 20 20 20 20 6b 65 |        |      ke|
|00004770| 65 70 20 3d 20 32 0d 20 | 20 20 20 20 20 20 20 20 |ep = 2. |        |
|00004780| 20 20 20 69 66 20 65 78 | 69 74 20 3d 3d 20 31 3a |   if ex|it == 1:|
|00004790| 0d 20 20 20 20 20 20 20 | 20 20 20 20 20 20 20 20 |.       |        |
|000047a0| 62 72 65 61 6b 0d 20 20 | 20 20 20 20 20 20 20 20 |break.  |        |
|000047b0| 20 20 63 75 72 72 65 6e | 74 5f 73 63 20 3d 20 6e |  curren|t_sc = n|
|000047c0| 65 78 74 5f 73 63 20 20 | 0d 20 20 20 20 20 20 20 |ext_sc  |.       |
|000047d0| 20 20 23 23 23 20 20 20 | 20 20 20 20 20 20 20 20 |  ###   |        |
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|00004800| 20 20 20 20 20 20 20 69 | 66 20 6b 65 65 70 20 3d |       i|f keep =|
|00004810| 3d 20 32 3a 0d 20 20 20 | 20 20 20 20 20 20 20 20 |= 2:.   |        |
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|00004840| 20 20 20 20 20 20 20 20 | 20 70 61 73 73 0d 20 20 |        | pass.  |
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|00004880| 70 61 74 68 77 61 79 29 | 0d 20 20 20 20 20 20 20 |pathway)|.       |
|00004890| 20 20 69 66 20 6b 65 65 | 70 20 3d 3d 20 31 3a 0d |  if kee|p == 1:.|
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|000048e0| 20 20 20 20 20 20 20 20 | 20 20 20 23 23 23 20 20 |        |   ###  |
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|00004960| 20 20 0d 20 20 20 20 20 | 20 23 23 23 20 6d 75 6c |  .     | ### mul|
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|000049a0| 20 61 20 6c 69 73 74 20 | 6f 66 20 6c 69 73 74 73 | a list |of lists|
|000049b0| 2c 20 62 61 73 65 64 20 | 6f 6e 20 73 69 7a 65 20 |, based |on size |
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|000049d0| 73 20 61 6c 77 61 79 73 | 20 74 68 65 20 69 6e 69 |s always| the ini|
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|00004a20| 2c 20 5b 5d 2c 20 5b 5d | 2c 20 5b 5d 2c 20 5b 5d |, [], []|, [], []|
|00004a30| 2c 20 5b 5d 5d 20 20 23 | 20 30 3d 6f 72 69 67 69 |, []]  #| 0=origi|
|00004a40| 6e 2c 20 31 3d 64 65 73 | 74 2c 20 32 3d 6c 65 6e |n, 1=des|t, 2=len|
|00004a50| 3d 3d 32 2c 20 33 3d 6c | 65 6e 3d 3d 33 2c 20 2e |==2, 3=l|en==3, .|
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|00005190| 20 69 20 3e 20 36 3a 0d | 20 20 20 20 20 20 20 20 | i > 6:.|        |
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|000051d0| 6e 20 73 65 6c 66 2e 6d | 75 6c 74 69 5f 70 61 74 |n self.m|ulti_pat|
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|00005240| 72 20 65 78 74 72 61 63 | 74 69 6e 67 20 61 20 73 |r extrac|ting a s|
|00005250| 69 6e 67 6c 65 20 70 61 | 74 68 20 66 72 6f 6d 20 |ingle pa|th from |
|00005260| 61 20 6d 75 6c 74 69 20 | 70 61 74 68 27 0d 20 20 |a multi |path'.  |
|00005270| 20 20 20 20 72 65 74 75 | 72 6e 20 73 65 6c 66 2e |    retu|rn self.|
|00005280| 6d 75 6c 74 69 5f 70 61 | 74 68 5b 6c 5f 70 61 74 |multi_pa|th[l_pat|
|00005290| 68 5d 5b 69 5f 70 61 74 | 68 5d 0d 20 20 20 20 20 |h][i_pat|h].     |
|000052a0| 20 0d 20 20 20 64 65 66 | 20 73 65 65 6b 5f 6d 70 | .   def| seek_mp|
|000052b0| 61 74 68 28 73 65 6c 66 | 2c 20 70 65 72 63 65 6e |ath(self|, percen|
|000052c0| 74 5f 73 69 6d 5f 72 61 | 6e 67 65 2c 20 74 6f 6c |t_sim_ra|nge, tol|
|000052d0| 61 72 61 6e 63 65 3d 2e | 31 2c 20 6d 61 78 5f 6c |arance=.|1, max_l|
|000052e0| 65 6e 67 74 68 3d 37 2c | 20 74 6e 69 5f 74 6f 67 |ength=7,| tni_tog|
|000052f0| 67 6c 65 3d 31 29 3a 0d | 20 20 20 20 20 20 73 65 |gle=1):.|      se|
|00005300| 6c 66 2e 6d 75 6c 74 69 | 5f 70 61 74 68 2c 20 73 |lf.multi|_path, s|
|00005310| 65 6c 66 2e 73 65 61 72 | 63 68 5f 73 74 61 74 20 |elf.sear|ch_stat |
|00005320| 3d 20 73 65 6c 66 2e 67 | 65 6e 5f 6d 75 6c 74 69 |= self.g|en_multi|
|00005330| 70 61 74 68 28 70 65 72 | 63 65 6e 74 5f 73 69 6d |path(per|cent_sim|
|00005340| 5f 72 61 6e 67 65 2c 20 | 74 6f 6c 61 72 61 6e 63 |_range, |tolaranc|
|00005350| 65 2c 20 6d 61 78 5f 6c | 65 6e 67 74 68 2c 20 74 |e, max_l|ength, t|
|00005360| 6e 69 5f 74 6f 67 67 6c | 65 29 0d 0d 0d 23 2d 2d |ni_toggl|e)...#--|
|00005370| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00005380| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|00005390| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 2d |--------|--------|
|000053a0| 2d 2d 2d 2d 2d 2d 2d 2d | 2d 2d 2d 2d 2d 2d 2d 7c |--------|-------||
|000053b0| 7c 7c 7c 7c 7c 7c 7c 7c | 7c 7c 7c 2d 2d 0d 0d 0d |||||||||||||--...|
|000053c0| 23 23 23 20 74 68 65 73 | 65 20 63 6c 61 73 73 65 |### thes|e classe|
|000053d0| 73 20 69 6e 68 65 72 69 | 74 20 66 72 6d 20 4d 5f |s inheri|t frm M_|
|000053e0| 70 61 74 68 3a 20 64 6f | 20 6e 6f 74 20 6e 65 65 |path: do| not nee|
|000053f0| 64 20 74 6f 20 0d 23 23 | 23 20 63 61 6c 6c 20 4d |d to .##|# call M|
|00005400| 5f 70 61 74 68 20 69 6e | 73 74 61 6e 63 65 2e 0d |_path in|stance..|
|00005410| 23 23 23 20 65 61 63 68 | 20 63 6c 61 73 73 20 68 |### each| class h|
|00005420| 61 73 20 61 20 6d 75 6c | 74 69 70 61 74 68 20 61 |as a mul|tipath a|
|00005430| 74 72 69 62 75 74 65 20 | 77 68 65 72 65 20 74 68 |tribute |where th|
|00005440| 65 20 6d 75 6c 74 69 20 | 69 73 20 73 74 6f 72 65 |e multi |is store|
|00005450| 64 2c 20 61 6e 64 20 70 | 61 73 73 65 64 20 74 6f |d, and p|assed to|
|00005460| 20 74 68 65 20 69 6e 74 | 65 72 66 61 63 65 0d 0d | the int|erface..|
|00005470| 23 23 23 20 70 65 72 63 | 65 6e 74 20 73 69 6d 20 |### perc|ent sim |
|00005480| 72 61 6e 67 65 20 67 69 | 76 65 73 20 72 61 6e 67 |range gi|ves rang|
|00005490| 65 20 6f 66 20 27 63 6f | 72 72 65 63 74 27 20 73 |e of 'co|rrect' s|
|000054a0| 69 6d 69 6c 61 72 69 74 | 69 65 73 20 74 68 61 74 |imilarit|ies that|
|000054b0| 20 70 61 73 73 5f 74 65 | 73 74 2e 20 0d 23 23 23 | pass_te|st. .###|
|000054c0| 20 61 6c 77 61 79 73 20 | 62 65 74 77 65 65 6e 20 | always |between |
|000054d0| 30 20 61 6e 64 20 31 2c | 20 77 2f 20 31 3d 3d 6d |0 and 1,| w/ 1==m|
|000054e0| 61 78 20 73 69 6d 3a 20 | 73 6f 20 61 20 72 61 6e |ax sim: |so a ran|
|000054f0| 67 65 20 6f 66 20 28 2e | 36 35 2c 20 2e 38 35 29 |ge of (.|65, .85)|
|00005500| 20 77 6f 75 6c 64 20 74 | 72 79 5f 74 6f 20 6f 6e | would t|ry_to on|
|00005510| 6c 79 20 66 69 6e 64 20 | 6d 61 74 63 68 69 6e 67 |ly find |matching|
|00005520| 20 73 63 27 73 20 69 6e | 20 74 68 61 74 20 72 61 | sc's in| that ra|
|00005530| 6e 67 65 0d 23 23 23 20 | 69 66 20 66 61 69 6c 2c |nge.### |if fail,|
|00005540| 20 74 68 65 6e 20 74 68 | 65 20 72 61 6e 67 65 20 | then th|e range |
|00005550| 69 73 20 65 78 70 61 6e | 64 65 64 20 62 79 20 74 |is expan|ded by t|
|00005560| 68 65 20 74 6f 6c 61 72 | 61 6e 63 65 20 70 65 72 |he tolar|ance per|
|00005570| 63 65 6e 74 0d 23 23 23 | 20 69 66 20 74 6f 6c 61 |cent.###| if tola|
|00005580| 72 61 6e 63 65 20 69 73 | 20 2e 30 35 20 28 35 25 |rance is| .05 (5%|
|00005590| 29 20 74 68 61 6e 20 74 | 68 65 20 61 62 6f 76 65 |) than t|he above|
|000055a0| 20 72 61 6e 67 65 20 77 | 6f 75 6c 64 20 62 65 20 | range w|ould be |
|000055b0| 61 74 6d 6f 74 61 69 63 | 61 6c 6c 79 20 72 65 2d |atmotaic|ally re-|
|000055c0| 73 65 72 63 68 65 64 20 | 61 74 20 28 2e 36 30 2c |serched |at (.60,|
|000055d0| 20 2e 38 30 29 2c 20 75 | 6e 74 69 6c 20 6d 61 78 | .80), u|ntil max|
|000055e0| 69 6d 75 6d 20 72 61 6e | 67 65 20 69 73 20 72 65 |imum ran|ge is re|
|000055f0| 61 63 68 65 64 0d 0d 63 | 6c 61 73 73 20 46 6f 72 |ached..c|lass For|
|00005600| 74 65 5f 72 32 28 4d 5f | 50 61 74 68 29 3a 20 0d |te_r2(M_|Path): .|
|00005610| 20 20 20 27 46 6f 72 74 | 65 20 28 31 39 37 33 61 |   'Fort|e (1973a|
|00005620| 3a 34 36 2d 36 30 29 2e | 20 4e 6f 20 54 6e 2f 54 |:46-60).| No Tn/T|
|00005630| 6e 49 20 64 69 73 74 69 | 6e 63 74 69 6f 6e 2e 20 |nI disti|nction. |
|00005640| 54 68 69 73 20 65 6e 67 | 69 6e 65 20 6d 61 74 63 |This eng|ine matc|
|00005650| 68 65 73 20 63 6f 6d 6d | 6f 6e 20 76 65 63 74 6f |hes comm|on vecto|
|00005660| 72 20 65 6c 65 6d 65 6e | 74 73 2c 20 74 68 72 65 |r elemen|ts, thre|
|00005670| 65 20 6f 72 20 6d 6f 72 | 65 2c 20 74 6f 20 66 69 |e or mor|e, to fi|
|00005680| 6e 64 20 61 64 6a 61 63 | 65 6e 74 20 73 65 74 20 |nd adjac|ent set |
|00005690| 63 6c 61 73 73 65 73 27 | 0d 20 20 20 64 65 66 20 |classes'|.   def |
|000056a0| 5f 5f 69 6e 69 74 5f 5f | 28 73 65 6c 66 2c 20 74 |__init__|(self, t|
|000056b0| 6f 6e 69 63 3d 30 2c 20 | 64 6f 6d 69 6e 61 6e 74 |onic=0, |dominant|
|000056c0| 3d 30 29 3a 0d 20 20 20 | 20 20 20 4d 5f 50 61 74 |=0):.   |   M_Pat|
|000056d0| 68 2e 5f 5f 69 6e 69 74 | 5f 5f 28 73 65 6c 66 2c |h.__init|__(self,|
|000056e0| 20 74 6f 6e 69 63 2c 20 | 64 6f 6d 69 6e 61 6e 74 | tonic, |dominant|
|000056f0| 29 0d 20 20 20 20 20 20 | 73 65 6c 66 2e 6e 61 6d |).      |self.nam|
|00005700| 65 20 3d 20 27 46 6f 72 | 74 65 20 72 32 27 0d 20 |e = 'For|te r2'. |
|00005710| 20 20 20 20 20 73 65 6c | 66 2e 73 6f 75 72 63 65 |     sel|f.source|
|00005720| 5f 6b 65 79 20 3d 20 27 | 52 32 27 0d 20 20 20 20 |_key = '|R2'.    |
|00005730| 20 20 73 65 6c 66 2e 64 | 65 66 69 6e 65 5f 6d 69 |  self.d|efine_mi|
|00005740| 6e 5f 6d 61 78 28 29 0d | 20 20 20 64 65 66 20 63 |n_max().|   def c|
|00005750| 6f 6d 70 61 72 65 5f 73 | 63 28 73 65 6c 66 2c 20 |ompare_s|c(self, |
|00005760| 53 43 5f 78 2c 20 53 43 | 5f 79 2c 20 74 6e 69 3d |SC_x, SC|_y, tni=|
|00005770| 31 29 3a 0d 20 20 20 20 | 20 20 72 65 74 75 72 6e |1):.    |  return|
|00005780| 20 53 63 2e 61 6e 61 6c | 79 73 69 73 44 69 63 74 | Sc.anal|ysisDict|
|00005790| 5b 73 65 6c 66 2e 73 6f | 75 72 63 65 5f 6b 65 79 |[self.so|urce_key|
|000057a0| 5d 28 53 43 5f 78 2c 20 | 53 43 5f 79 29 0d 20 20 |](SC_x, |SC_y).  |
|000057b0| 20 64 65 66 20 73 65 65 | 6b 5f 6d 70 61 74 68 28 | def see|k_mpath(|
|000057c0| 73 65 6c 66 29 3a 0d 20 | 20 20 20 20 20 73 65 6c |self):. |     sel|
|000057d0| 66 2e 6d 75 6c 74 69 5f | 70 61 74 68 20 3d 20 63 |f.multi_|path = c|
|000057e0| 72 65 61 74 65 5f 70 61 | 74 68 73 28 73 65 6c 66 |reate_pa|ths(self|
|000057f0| 2e 74 6f 6e 69 63 2c 20 | 73 65 6c 66 2e 64 6f 6d |.tonic, |self.dom|
|00005800| 69 6e 61 6e 74 2c 20 36 | 29 20 23 2f 2a 20 6d 61 |inant, 6|) #/* ma|
|00005810| 78 20 6c 65 6e 67 74 68 | 20 64 65 74 65 72 6d 69 |x length| determi|
|00005820| 6e 65 64 20 68 65 72 65 | 2a 2f 0d 20 20 20 20 20 |ned here|*/.     |
|00005830| 20 73 65 6c 66 2e 73 65 | 61 72 63 68 5f 73 74 61 | self.se|arch_sta|
|00005840| 74 20 3d 20 31 0d 63 6c | 61 73 73 20 4d 6f 72 72 |t = 1.cl|ass Morr|
|00005850| 69 73 5f 41 53 49 4d 28 | 4d 5f 50 61 74 68 29 3a |is_ASIM(|M_Path):|
|00005860| 20 0d 20 20 20 27 4d 6f | 72 72 69 73 20 28 31 39 | .   'Mo|rris (19|
|00005870| 37 39 2d 38 30 29 2e 20 | 4e 6f 20 54 6e 2f 54 6e |79-80). |No Tn/Tn|
|00005880| 49 20 64 69 73 74 69 6e | 63 74 69 6f 6e 27 0d 20 |I distin|ction'. |
|00005890| 20 20 64 65 66 20 5f 5f | 69 6e 69 74 5f 5f 28 73 |  def __|init__(s|
|000058a0| 65 6c 66 2c 20 74 6f 6e | 69 63 3d 30 2c 20 64 6f |elf, ton|ic=0, do|
|000058b0| 6d 69 6e 61 6e 74 3d 30 | 29 3a 0d 20 20 20 20 20 |minant=0|):.     |
|000058c0| 20 4d 5f 50 61 74 68 2e | 5f 5f 69 6e 69 74 5f 5f | M_Path.|__init__|
|000058d0| 28 73 65 6c 66 2c 20 74 | 6f 6e 69 63 2c 20 64 6f |(self, t|onic, do|
|000058e0| 6d 69 6e 61 6e 74 29 0d | 20 20 20 20 20 20 73 65 |minant).|      se|
|000058f0| 6c 66 2e 6e 61 6d 65 20 | 3d 20 27 4d 6f 72 72 69 |lf.name |= 'Morri|
|00005900| 73 20 41 53 49 4d 27 0d | 20 20 20 20 20 20 73 65 |s ASIM'.|      se|
|00005910| 6c 66 2e 73 6f 75 72 63 | 65 5f 6b 65 79 20 3d 20 |lf.sourc|e_key = |
|00005920| 27 41 53 49 4d 27 0d 20 | 20 20 20 20 20 73 65 6c |'ASIM'. |     sel|
|00005930| 66 2e 64 65 66 69 6e 65 | 5f 6d 69 6e 5f 6d 61 78 |f.define|_min_max|
|00005940| 28 29 0d 20 20 20 64 65 | 66 20 63 6f 6d 70 61 72 |().   de|f compar|
|00005950| 65 5f 73 63 28 73 65 6c | 66 2c 20 53 43 5f 78 2c |e_sc(sel|f, SC_x,|
|00005960| 20 53 43 5f 79 2c 20 74 | 6e 69 3d 31 29 3a 0d 20 | SC_y, t|ni=1):. |
|00005970| 20 20 20 20 20 72 65 74 | 75 72 6e 20 53 63 2e 61 |     ret|urn Sc.a|
|00005980| 6e 61 6c 79 73 69 73 44 | 69 63 74 5b 73 65 6c 66 |nalysisD|ict[self|
|00005990| 2e 73 6f 75 72 63 65 5f | 6b 65 79 5d 28 53 43 5f |.source_|key](SC_|
|000059a0| 78 2c 20 53 43 5f 79 29 | 0d 63 6c 61 73 73 20 52 |x, SC_y)|.class R|
|000059b0| 6f 67 65 72 73 5f 43 4f | 53 54 28 4d 5f 50 61 74 |ogers_CO|ST(M_Pat|
|000059c0| 68 29 3a 0d 20 20 20 27 | 52 6f 67 65 72 73 20 28 |h):.   '|Rogers (|
|000059d0| 31 39 39 32 29 2e 20 4e | 6f 20 54 6e 2f 54 6e 49 |1992). N|o Tn/TnI|
|000059e0| 20 64 69 73 74 69 6e 63 | 74 69 6f 6e 27 0d 20 20 | distinc|tion'.  |
|000059f0| 20 64 65 66 20 5f 5f 69 | 6e 69 74 5f 5f 28 73 65 | def __i|nit__(se|
|00005a00| 6c 66 2c 20 74 6f 6e 69 | 63 3d 30 2c 20 64 6f 6d |lf, toni|c=0, dom|
|00005a10| 69 6e 61 6e 74 3d 30 29 | 3a 0d 20 20 20 20 20 20 |inant=0)|:.      |
|00005a20| 4d 5f 50 61 74 68 2e 5f | 5f 69 6e 69 74 5f 5f 28 |M_Path._|_init__(|
|00005a30| 73 65 6c 66 2c 20 74 6f | 6e 69 63 2c 20 64 6f 6d |self, to|nic, dom|
|00005a40| 69 6e 61 6e 74 29 0d 20 | 20 20 20 20 20 73 65 6c |inant). |     sel|
|00005a50| 66 2e 6e 61 6d 65 20 3d | 20 27 52 6f 67 65 72 73 |f.name =| 'Rogers|
|00005a60| 20 43 4f 53 54 27 0d 20 | 20 20 20 20 20 73 65 6c | COST'. |     sel|
|00005a70| 66 2e 73 6f 75 72 63 65 | 5f 6b 65 79 20 3d 20 27 |f.source|_key = '|
|00005a80| 43 4f 53 54 27 0d 20 20 | 20 20 20 20 73 65 6c 66 |COST'.  |    self|
|00005a90| 2e 64 65 66 69 6e 65 5f | 6d 69 6e 5f 6d 61 78 28 |.define_|min_max(|
|00005aa0| 29 0d 20 20 20 64 65 66 | 20 63 6f 6d 70 61 72 65 |).   def| compare|
|00005ab0| 5f 73 63 28 73 65 6c 66 | 2c 20 53 43 5f 78 2c 20 |_sc(self|, SC_x, |
|00005ac0| 53 43 5f 79 2c 20 74 6e | 69 3d 31 29 3a 0d 20 20 |SC_y, tn|i=1):.  |
|00005ad0| 20 20 20 20 72 65 74 75 | 72 6e 20 53 63 2e 61 6e |    retu|rn Sc.an|
|00005ae0| 61 6c 79 73 69 73 44 69 | 63 74 5b 73 65 6c 66 2e |alysisDi|ct[self.|
|00005af0| 73 6f 75 72 63 65 5f 6b | 65 79 5d 28 53 43 5f 78 |source_k|ey](SC_x|
|00005b00| 2c 20 53 43 5f 79 29 0d | 63 6c 61 73 73 20 52 61 |, SC_y).|class Ra|
|00005b10| 68 6e 5f 41 6b 28 4d 5f | 50 61 74 68 29 3a 20 20 |hn_Ak(M_|Path):  |
|00005b20| 0d 20 20 20 27 52 61 68 | 6e 20 28 31 39 37 39 2d |.   'Rah|n (1979-|
|00005b30| 38 30 29 2e 20 4e 6f 20 | 54 6e 2f 54 6e 49 20 64 |80). No |Tn/TnI d|
|00005b40| 69 73 74 69 6e 63 74 69 | 6f 6e 27 0d 20 20 20 64 |istincti|on'.   d|
|00005b50| 65 66 20 5f 5f 69 6e 69 | 74 5f 5f 28 73 65 6c 66 |ef __ini|t__(self|
|00005b60| 2c 20 74 6f 6e 69 63 3d | 30 2c 20 64 6f 6d 69 6e |, tonic=|0, domin|
|00005b70| 61 6e 74 3d 30 29 3a 0d | 20 20 20 20 20 20 4d 5f |ant=0):.|      M_|
|00005b80| 50 61 74 68 2e 5f 5f 69 | 6e 69 74 5f 5f 28 73 65 |Path.__i|nit__(se|
|00005b90| 6c 66 2c 20 74 6f 6e 69 | 63 2c 20 64 6f 6d 69 6e |lf, toni|c, domin|
|00005ba0| 61 6e 74 29 0d 20 20 20 | 20 20 20 73 65 6c 66 2e |ant).   |   self.|
|00005bb0| 6e 61 6d 65 20 3d 20 27 | 52 61 68 6e 20 41 6b 27 |name = '|Rahn Ak'|
|00005bc0| 0d 20 20 20 20 20 20 73 | 65 6c 66 2e 73 6f 75 72 |.      s|elf.sour|
|00005bd0| 63 65 5f 6b 65 79 20 3d | 20 27 41 6b 27 0d 20 20 |ce_key =| 'Ak'.  |
|00005be0| 20 20 20 20 73 65 6c 66 | 2e 64 65 66 69 6e 65 5f |    self|.define_|
|00005bf0| 6d 69 6e 5f 6d 61 78 28 | 29 0d 20 20 20 64 65 66 |min_max(|).   def|
|00005c00| 20 63 6f 6d 70 61 72 65 | 5f 73 63 28 73 65 6c 66 | compare|_sc(self|
|00005c10| 2c 20 53 43 5f 78 2c 20 | 53 43 5f 79 2c 20 74 6e |, SC_x, |SC_y, tn|
|00005c20| 69 3d 31 29 3a 0d 20 20 | 20 20 20 20 72 65 74 75 |i=1):.  |    retu|
|00005c30| 72 6e 20 53 63 2e 61 6e | 61 6c 79 73 69 73 44 69 |rn Sc.an|alysisDi|
|00005c40| 63 74 5b 73 65 6c 66 2e | 73 6f 75 72 63 65 5f 6b |ct[self.|source_k|
|00005c50| 65 79 5d 28 53 43 5f 78 | 2c 20 53 43 5f 79 29 0d |ey](SC_x|, SC_y).|
|00005c60| 63 6c 61 73 73 20 52 61 | 68 6e 5f 41 54 4d 45 4d |class Ra|hn_ATMEM|
|00005c70| 42 28 4d 5f 50 61 74 68 | 29 3a 20 0d 20 20 20 27 |B(M_Path|): .   '|
|00005c80| 52 61 68 6e 20 28 31 39 | 37 39 2d 38 30 29 2e 20 |Rahn (19|79-80). |
|00005c90| 54 6e 2f 54 6e 49 20 64 | 69 73 74 69 6e 63 74 69 |Tn/TnI d|istincti|
|00005ca0| 6f 6e 27 0d 20 20 20 64 | 65 66 20 5f 5f 69 6e 69 |on'.   d|ef __ini|
|00005cb0| 74 5f 5f 28 73 65 6c 66 | 2c 20 74 6f 6e 69 63 3d |t__(self|, tonic=|
|00005cc0| 30 2c 20 64 6f 6d 69 6e | 61 6e 74 3d 30 29 3a 0d |0, domin|ant=0):.|
|00005cd0| 20 20 20 20 20 20 4d 5f | 50 61 74 68 2e 5f 5f 69 |      M_|Path.__i|
|00005ce0| 6e 69 74 5f 5f 28 73 65 | 6c 66 2c 20 74 6f 6e 69 |nit__(se|lf, toni|
|00005cf0| 63 2c 20 64 6f 6d 69 6e | 61 6e 74 29 0d 20 20 20 |c, domin|ant).   |
|00005d00| 20 20 20 73 65 6c 66 2e | 6e 61 6d 65 20 3d 20 27 |   self.|name = '|
|00005d10| 52 61 68 6e 20 41 54 4d | 45 4d 42 27 0d 20 20 20 |Rahn ATM|EMB'.   |
|00005d20| 20 20 20 73 65 6c 66 2e | 73 6f 75 72 63 65 5f 6b |   self.|source_k|
|00005d30| 65 79 20 3d 20 27 41 54 | 4d 45 4d 42 27 0d 20 20 |ey = 'AT|MEMB'.  |
|00005d40| 20 20 20 20 73 65 6c 66 | 2e 64 65 66 69 6e 65 5f |    self|.define_|
|00005d50| 6d 69 6e 5f 6d 61 78 28 | 29 0d 20 20 20 64 65 66 |min_max(|).   def|
|00005d60| 20 63 6f 6d 70 61 72 65 | 5f 73 63 28 73 65 6c 66 | compare|_sc(self|
|00005d70| 2c 20 53 43 5f 78 2c 20 | 53 43 5f 79 2c 20 74 6e |, SC_x, |SC_y, tn|
|00005d80| 69 3d 31 29 3a 0d 20 20 | 20 20 20 20 72 65 74 75 |i=1):.  |    retu|
|00005d90| 72 6e 20 53 63 2e 61 6e | 61 6c 79 73 69 73 44 69 |rn Sc.an|alysisDi|
|00005da0| 63 74 5b 73 65 6c 66 2e | 73 6f 75 72 63 65 5f 6b |ct[self.|source_k|
|00005db0| 65 79 5d 28 53 43 5f 78 | 2c 20 53 43 5f 79 2c 20 |ey](SC_x|, SC_y, |
|00005dc0| 74 6e 69 29 0d 63 6c 61 | 73 73 20 4c 65 77 69 6e |tni).cla|ss Lewin|
|00005dd0| 5f 52 45 4c 28 4d 5f 50 | 61 74 68 29 3a 20 20 0d |_REL(M_P|ath):  .|
|00005de0| 20 20 20 27 4c 65 77 69 | 6e 20 31 39 37 39 2d 38 |   'Lewi|n 1979-8|
|00005df0| 30 62 2e 20 54 6e 2f 54 | 6e 49 20 64 69 73 74 69 |0b. Tn/T|nI disti|
|00005e00| 6e 63 74 69 6f 6e 27 0d | 20 20 20 64 65 66 20 5f |nction'.|   def _|
|00005e10| 5f 69 6e 69 74 5f 5f 28 | 73 65 6c 66 2c 20 74 6f |_init__(|self, to|
|00005e20| 6e 69 63 3d 30 2c 20 64 | 6f 6d 69 6e 61 6e 74 3d |nic=0, d|ominant=|
|00005e30| 30 29 3a 0d 20 20 20 20 | 20 20 4d 5f 50 61 74 68 |0):.    |  M_Path|
|00005e40| 2e 5f 5f 69 6e 69 74 5f | 5f 28 73 65 6c 66 2c 20 |.__init_|_(self, |
|00005e50| 74 6f 6e 69 63 2c 20 64 | 6f 6d 69 6e 61 6e 74 29 |tonic, d|ominant)|
|00005e60| 0d 20 20 20 20 20 20 73 | 65 6c 66 2e 6e 61 6d 65 |.      s|elf.name|
|00005e70| 20 3d 20 27 4c 65 77 69 | 6e 20 52 45 4c 27 0d 20 | = 'Lewi|n REL'. |
|00005e80| 20 20 20 20 20 73 65 6c | 66 2e 73 6f 75 72 63 65 |     sel|f.source|
|00005e90| 5f 6b 65 79 20 3d 20 27 | 52 45 4c 27 0d 20 20 20 |_key = '|REL'.   |
|00005ea0| 20 20 20 73 65 6c 66 2e | 64 65 66 69 6e 65 5f 6d |   self.|define_m|
|00005eb0| 69 6e 5f 6d 61 78 28 29 | 0d 20 20 20 64 65 66 20 |in_max()|.   def |
|00005ec0| 63 6f 6d 70 61 72 65 5f | 73 63 28 73 65 6c 66 2c |compare_|sc(self,|
|00005ed0| 20 53 43 5f 78 2c 20 53 | 43 5f 79 2c 20 74 6e 69 | SC_x, S|C_y, tni|
|00005ee0| 3d 31 29 3a 0d 20 20 20 | 20 20 20 72 65 74 75 72 |=1):.   |   retur|
|00005ef0| 6e 20 53 63 2e 61 6e 61 | 6c 79 73 69 73 44 69 63 |n Sc.ana|lysisDic|
|00005f00| 74 5b 73 65 6c 66 2e 73 | 6f 75 72 63 65 5f 6b 65 |t[self.s|ource_ke|
|00005f10| 79 5d 28 53 43 5f 78 2c | 20 53 43 5f 79 2c 20 74 |y](SC_x,| SC_y, t|
|00005f20| 6e 69 29 0d 63 6c 61 73 | 73 20 43 61 73 74 72 65 |ni).clas|s Castre|
|00005f30| 6e 5f 54 70 52 45 4c 28 | 4d 5f 50 61 74 68 29 3a |n_TpREL(|M_Path):|
|00005f40| 20 0d 20 20 20 27 43 61 | 73 74 72 65 6e 2e 20 54 | .   'Ca|stren. T|
|00005f50| 6e 2f 54 6e 49 20 64 69 | 73 74 69 6e 63 74 69 6f |n/TnI di|stinctio|
|00005f60| 6e 27 0d 20 20 20 64 65 | 66 20 5f 5f 69 6e 69 74 |n'.   de|f __init|
|00005f70| 5f 5f 28 73 65 6c 66 2c | 20 74 6f 6e 69 63 3d 30 |__(self,| tonic=0|
|00005f80| 2c 20 64 6f 6d 69 6e 61 | 6e 74 3d 30 29 3a 0d 20 |, domina|nt=0):. |
|00005f90| 20 20 20 20 20 4d 5f 50 | 61 74 68 2e 5f 5f 69 6e |     M_P|ath.__in|
|00005fa0| 69 74 5f 5f 28 73 65 6c | 66 2c 20 74 6f 6e 69 63 |it__(sel|f, tonic|
|00005fb0| 2c 20 64 6f 6d 69 6e 61 | 6e 74 29 0d 20 20 20 20 |, domina|nt).    |
|00005fc0| 20 20 73 65 6c 66 2e 6e | 61 6d 65 20 3d 20 27 43 |  self.n|ame = 'C|
|00005fd0| 61 73 74 72 65 6e 20 54 | 25 52 45 4c 27 0d 20 20 |astren T|%REL'.  |
|00005fe0| 20 20 20 20 73 65 6c 66 | 2e 73 6f 75 72 63 65 5f |    self|.source_|
|00005ff0| 6b 65 79 20 3d 20 27 54 | 70 52 65 6c 27 0d 20 20 |key = 'T|pRel'.  |
|00006000| 20 20 20 20 73 65 6c 66 | 2e 64 65 66 69 6e 65 5f |    self|.define_|
|00006010| 6d 69 6e 5f 6d 61 78 28 | 29 0d 20 20 20 64 65 66 |min_max(|).   def|
|00006020| 20 63 6f 6d 70 61 72 65 | 5f 73 63 28 73 65 6c 66 | compare|_sc(self|
|00006030| 2c 20 53 43 5f 78 2c 20 | 53 43 5f 79 2c 20 74 6e |, SC_x, |SC_y, tn|
|00006040| 69 3d 31 29 3a 0d 20 20 | 20 20 20 20 72 65 74 75 |i=1):.  |    retu|
|00006050| 72 6e 20 53 63 2e 61 6e | 61 6c 79 73 69 73 44 69 |rn Sc.an|alysisDi|
|00006060| 63 74 5b 73 65 6c 66 2e | 73 6f 75 72 63 65 5f 6b |ct[self.|source_k|
|00006070| 65 79 5d 28 53 43 5f 78 | 2c 20 53 43 5f 79 2c 20 |ey](SC_x|, SC_y, |
|00006080| 74 6e 69 29 0d 00 00 00 | 00 00 00 00 00 00 00 00 |tni)....|........|
|00006090| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000060a0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000060b0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000060c0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000060d0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000060e0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000060f0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006100| 00 00 01 00 00 00 01 00 | 00 00 00 00 00 00 00 1e |........|........|
|00006110| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006120| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006130| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006140| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006150| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006160| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006170| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006180| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006190| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000061a0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000061b0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000061c0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000061d0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000061e0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|000061f0| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006200| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006210| 00 00 00 00 00 00 00 00 | 00 1c 00 1e ff ff 00 00 |........|........|
|00006220| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006230| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006240| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006250| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006260| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
|00006270| 00 00 00 00 00 00 00 00 | 00 00 00 00 00 00 00 00 |........|........|
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