| [1] | 1 | /* TAS, Tail Assignment Problem */ |
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| 2 | |
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| 3 | /* Written in GNU MathProg by Andrew Makhorin <mao@gnu.org> */ |
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| 4 | |
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| 5 | /* The Tail Assignment Problem (TAS) is to construct rosters for a set |
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| 6 | of aircrafts (tails), which cover all flights for a given scheduling |
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| 7 | period. |
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| 8 | |
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| 9 | This model includes only flight connection constraints while other |
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| 10 | constraints (for example, maintenance constraints) are ignored. Such |
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| 11 | simplification allows using a single commodity network to model the |
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| 12 | problem, where commodity corresponds to the set of aircrafts. |
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| 13 | |
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| 14 | Nodes of the network are activities. They include all flights plus |
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| 15 | two dummy nodes (activities): source node, s, corresponding to |
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| 16 | initial activity of each aircraft, and sink node t, corresponding to |
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| 17 | final activity of each aircraft. Arc v->v' exists in the network if |
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| 18 | and only if the same aircraft is able to operate activity v and then |
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| 19 | immediately activity v'. In partucular, arcs s->f and f->t exist for |
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| 20 | all flights f. Arcs f->f', where f and f' are some flights, exist |
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| 21 | only if the connection time (which is the difference between the |
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| 22 | departure time of f' and the arrival time of f) is not less than a |
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| 23 | given minimal connection time. |
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| 24 | |
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| 25 | Reference: |
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| 26 | M. Groenkvist, "The Tail Assignment Problem," Dept. of Comp. Sci. |
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| 27 | and Eng., Chalmers University of Technology and Goeteborg University, |
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| 28 | Goeteborg, Sweden, August 2005. */ |
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| 29 | |
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| 30 | ######################################################################## |
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| 31 | |
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| 32 | param nf, integer, > 0; |
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| 33 | /* number of flights */ |
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| 34 | |
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| 35 | set F := 1..nf; |
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| 36 | /* set of flights (for a given period from timetable) */ |
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| 37 | |
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| 38 | param hub{f in F}, in {1, 2}; |
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| 39 | /* hub[f] = 1: Sheremetyevo-1 |
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| 40 | hub[f] = 2: Sheremetyevo-2 */ |
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| 41 | |
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| 42 | param dest{f in F}, symbolic; |
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| 43 | /* destination airport (IATA code) */ |
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| 44 | |
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| 45 | param fno1{f in F}, integer; |
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| 46 | /* first leg flight number */ |
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| 47 | |
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| 48 | param dep1{f in F}, integer, >= 0; |
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| 49 | /* departure time from Sheremetyevo airport, in minutes */ |
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| 50 | |
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| 51 | check{f in F: f < nf}: dep1[f] <= dep1[f+1]; |
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| 52 | /* all flights must be ordered by ascending of the departure time */ |
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| 53 | |
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| 54 | param arr1{f in F}, integer, >= 0; |
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| 55 | /* arrival time to destination airport, in minutes */ |
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| 56 | |
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| 57 | param fno2{f in F}, integer; |
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| 58 | /* second leg flight number */ |
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| 59 | |
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| 60 | param dep2{f in F}, integer, >= 0; |
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| 61 | /* departure time from destination airport, in minutes */ |
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| 62 | |
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| 63 | param arr2{f in F}, integer, >= 0; |
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| 64 | /* arrival time to Sheremetyevo airport, in minutes */ |
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| 65 | |
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| 66 | param mct1, integer, >= 0, default 80; |
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| 67 | /* minimal connection time (within SVO1 or SVO2), in minutes */ |
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| 68 | |
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| 69 | param mct2, integer, >= 0, default 150; |
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| 70 | /* minimal connection time (between SVO1 and SVO2), in minutes */ |
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| 71 | |
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| 72 | set E := setof{f in F, ff in F: arr2[f] + (if hub[f] = hub[ff] then |
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| 73 | mct1 else mct2) <= dep1[ff]} (f, ff); |
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| 74 | /* connection network; arc f->ff is in E, iff the same aircraft can be |
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| 75 | assigned to flight f and then immediately to flight ff */ |
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| 76 | |
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| 77 | var s{f in F}, >= 0; |
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| 78 | /* s[f] is a flow from source node to node f */ |
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| 79 | |
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| 80 | var x{(f,ff) in E}, >= 0; |
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| 81 | /* x[f,ff] is a flow from node f to node ff */ |
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| 82 | |
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| 83 | var t{f in F}, >= 0; |
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| 84 | /* t[f] is a flow from node f to sink node */ |
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| 85 | |
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| 86 | s.t. into{f in F}: s[f] + sum{(ff,f) in E} x[ff,f] = 1; |
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| 87 | /* exactly one aircraft must come into each node f */ |
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| 88 | |
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| 89 | s.t. from{f in F}: t[f] + sum{(f,ff) in E} x[f,ff] = 1; |
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| 90 | /* exactly one aircraft must come from each node f */ |
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| 91 | |
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| 92 | minimize obj: sum{f in F} s[f]; |
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| 93 | /* minimize the number aircrafts sufficient to cover all flights */ |
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| 94 | |
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| 95 | solve; |
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| 96 | |
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| 97 | ######################################################################## |
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| 98 | |
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| 99 | param na := floor(sum{f in F} s[f] + .5); |
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| 100 | /* minimal number of aircrafts found */ |
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| 101 | |
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| 102 | printf "At least %d aircrafts needed\n", na; |
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| 103 | |
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| 104 | set A := 1..na; |
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| 105 | /* set of aircrafts */ |
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| 106 | |
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| 107 | printf "Building rosters...\n"; |
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| 108 | |
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| 109 | param tail{f in F}, in A, := |
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| 110 | /* tail[f] is the number of an aircraft assigned to flight f */ |
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| 111 | |
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| 112 | if f = 1 then 1 |
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| 113 | /* assign aircraft 1 to the earliest flight */ |
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| 114 | |
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| 115 | else if s[f] >= 0.9 then (max{ff in 1..f-1} tail[ff]) + 1 |
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| 116 | /* if f is the first flight in a roster, assign to it a next |
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| 117 | aircraft */ |
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| 118 | |
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| 119 | else sum{(ff,f) in E} tail[ff] * (if x[ff,f] >= 0.9 then 1); |
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| 120 | /* otherwise, assign to flight f the same aircraft, which is |
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| 121 | assigned to a preceding flight in the roster */ |
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| 122 | |
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| 123 | ######################################################################## |
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| 124 | |
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| 125 | param file, symbolic, default "tas.ps"; |
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| 126 | /* file to output the assignment chart in postscript format */ |
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| 127 | |
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| 128 | param title, symbolic, default "(no title)"; |
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| 129 | /* chart title */ |
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| 130 | |
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| 131 | param left, default 25; |
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| 132 | /* left margin, in mm */ |
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| 133 | |
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| 134 | param top, default 25; |
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| 135 | /* top margin, in mm */ |
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| 136 | |
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| 137 | param right, default 20; |
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| 138 | /* right margin, in mm */ |
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| 139 | |
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| 140 | param bottom, default 15; |
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| 141 | /* bottom margin, in mm */ |
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| 142 | |
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| 143 | param sx := 297 - left - right; |
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| 144 | /* chart area horizontal size, in mm */ |
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| 145 | |
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| 146 | param sy := 210 - top - bottom; |
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| 147 | /* chart area vertical size, in mm */ |
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| 148 | |
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| 149 | param gap, default sy / (na - 1); |
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| 150 | /* gap between rosters, in mm */ |
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| 151 | |
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| 152 | printf "Writing assignment chart to %s...\n", file; |
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| 153 | |
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| 154 | printf "%%!PS-Adobe-3.0\n" > file; |
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| 155 | printf "%%%%Title: Tail Assignment Chart\n" >> file; |
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| 156 | printf "%%%%Creator: GLPK MathProg\n" >> file; |
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| 157 | printf "%%%%BoundingBox: 0 0 595 842\n" >> file; |
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| 158 | printf "%%%%EndComments\n" >> file; |
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| 159 | printf "<</PageSize [595 842]>> setpagedevice\n" >> file; |
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| 160 | printf "72 25.4 div dup scale\n" >> file; |
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| 161 | printf "210 %.3f sub %.3f translate\n", bottom, left >> file; |
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| 162 | printf "90 rotate\n" >> file; |
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| 163 | |
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| 164 | printf "/HelveticaBold findfont 5 scalefont setfont\n" >> file; |
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| 165 | printf "%.3f %.3f moveto (%s) dup show\n", 0, sy + 5, title >> file; |
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| 166 | |
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| 167 | param period := floor((max{f in F} arr2[f]) / 60. + .5); |
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| 168 | /* period duration, in hours */ |
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| 169 | |
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| 170 | /* vertical bars */ |
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| 171 | printf ".8 .8 .8 setrgbcolor\n" >> file; |
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| 172 | for {tt in 0..period} |
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| 173 | { printf "%s setlinewidth\n", |
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| 174 | if tt mod 24 = 0 then ".5" else "0" >> file; |
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| 175 | printf "newpath %.3f %.3f moveto %.3f %.3f lineto stroke\n", |
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| 176 | tt * (sx / period), 0, tt * (sx / period), |
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| 177 | sy + (if tt mod 24 = 0 then 2) >> file; |
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| 178 | } |
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| 179 | |
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| 180 | /* rosters */ |
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| 181 | for {a in A} |
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| 182 | { printf "0 0 0 setrgbcolor\n" >> file; |
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| 183 | printf "0 setlinewidth\n" >> file; |
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| 184 | printf "newpath %.3f %.3f moveto %.3f %.3f lineto stroke\n", |
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| 185 | 0, sy - gap * (a - 1), sx, sy - gap * (a - 1) >> file; |
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| 186 | printf "/Dingbats findfont 4 scalefont setfont\n" >> file; |
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| 187 | printf "%.3f %.3f moveto <28> dup show\n", |
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| 188 | -4, sy - gap * (a - 1) - 1.4, a >> file; |
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| 189 | printf "/Helvetica findfont 3 scalefont setfont\n" >> file; |
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| 190 | printf "%.3f %.3f moveto (%2d) dup show\n", |
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| 191 | -9, sy - gap * (a - 1) - 1.2, a >> file; |
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| 192 | for {f in F: tail[f] == a} |
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| 193 | { printf "0 0 %s setrgbcolor\n", |
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| 194 | if hub[f] = 1 then "0" else ".8" >> file; |
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| 195 | printf "1 setlinewidth\n" >> file; |
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| 196 | printf "newpath %.3f %.3f moveto %.3f %.3f lineto stroke\n", |
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| 197 | dep1[f] / 60 * (sx / period), sy - gap * (a - 1), |
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| 198 | arr2[f] / 60 * (sx / period), sy - gap * (a - 1) >> file; |
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| 199 | printf "/Helvetica findfont 1.8 scalefont setfont\n" >> file; |
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| 200 | printf "%.3f %.3f moveto (%02d:%02d %s) dup show\n", |
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| 201 | dep1[f] / 60 * (sx / period), sy - gap * (a - 1) + .8, |
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| 202 | (dep1[f] mod 1440) div 60, (dep1[f] mod 1440) mod 60, |
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| 203 | dest[f] >> file; |
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| 204 | printf "%.3f %.3f moveto (%d %02d:%02d) dup show\n", |
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| 205 | dep1[f] / 60 * (sx / period), sy - gap * (a - 1) - 2.1, |
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| 206 | fno1[f], |
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| 207 | (arr2[f] mod 1440) div 60, (arr2[f] mod 1440) mod 60 >> file; |
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| 208 | } |
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| 209 | } |
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| 210 | |
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| 211 | printf "showpage\n" >> file; |
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| 212 | printf "%%%%EOF\n" >> file; |
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| 213 | |
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| 214 | ######################################################################## |
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| 215 | |
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| 216 | data; |
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| 217 | |
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| 218 | param title := "Tu-154 [from 2008-08-18 to 2008-08-24]"; |
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| 219 | |
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| 220 | param nf := 261; |
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| 221 | |
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| 222 | param : hub dest fno1 dep1 arr1 fno2 dep2 arr2 := |
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| 223 | 1 1 IKT 743 195 520 744 610 970 |
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| 224 | 2 1 OMS 815 205 405 816 485 700 |
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| 225 | 3 1 CEK 897 205 360 898 430 595 |
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| 226 | 4 1 KRR 763 260 400 764 480 610 |
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| 227 | 5 2 SIP 133 280 420 134 500 620 |
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| 228 | 6 2 BUD 131 290 450 132 520 675 |
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| 229 | 7 1 AAQ 701 305 440 702 510 640 |
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| 230 | 8 1 MRV 785 310 440 786 520 650 |
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| 231 | 9 2 WAW 101 355 475 102 540 660 |
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| 232 | 10 2 GYD 147 370 550 148 675 860 |
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| 233 | 11 1 AER 869 385 530 870 655 795 |
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| 234 | 12 1 KRR 765 430 560 766 630 760 |
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| 235 | 13 1 AAQ 703 520 660 704 740 850 |
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| 236 | 14 1 LED 845 530 620 846 690 775 |
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| 237 | 15 1 KRR 767 540 675 768 765 895 |
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| 238 | 16 2 KBP 183 665 760 184 850 940 |
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| 239 | 17 1 MRV 787 755 905 788 985 1135 |
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| 240 | 18 1 KRR 771 810 940 772 1030 1165 |
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| 241 | 19 1 LED 849 825 900 850 960 1095 |
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| 242 | 20 2 IST 209 880 1050 210 1120 1280 |
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| 243 | 21 1 AER 873 885 1030 874 1760 1900 |
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| 244 | 22 1 ASF 711 995 1145 712 1640 1795 |
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| 245 | 23 2 ULN 563 995 1335 564 1415 1815 |
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| 246 | 24 2 OTP 151 1020 1175 152 1800 1940 |
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| 247 | 25 2 BEY 509 1025 1265 510 1350 1580 |
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| 248 | 26 2 OSL 211 1060 1220 212 1860 2015 |
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| 249 | 27 1 IKT 739 1085 1420 740 1510 1870 |
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| 250 | 28 1 KRR 773 1095 1240 774 1620 1765 |
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| 251 | 29 1 SGC 877 1120 1315 878 1395 1625 |
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| 252 | 30 1 LED 857 1150 1230 858 1610 1690 |
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| 253 | 31 1 CEK 899 1230 1385 900 1455 1620 |
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| 254 | 32 1 PEE 821 1235 1390 822 1450 1600 |
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| 255 | 33 2 TBS 197 1240 1405 198 1560 1715 |
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| 256 | 34 1 UFA 891 1275 1405 892 1475 1610 |
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| 257 | 35 1 KJA 781 1300 1570 782 1680 1990 |
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| 258 | 36 1 IKT 743 1635 1960 744 2050 2410 |
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| 259 | 37 1 OMS 815 1645 1845 816 1925 2140 |
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| 260 | 38 1 CEK 897 1645 1800 898 1870 2035 |
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| 261 | 39 1 KRR 763 1700 1840 764 1920 2050 |
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| 262 | 40 2 SIP 133 1720 1860 134 1940 2060 |
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| 263 | 41 2 BUD 131 1730 1890 132 1960 2115 |
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| 264 | 42 1 AAQ 701 1745 1880 702 1950 2080 |
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| 265 | 43 1 MRV 785 1750 1880 786 1960 2090 |
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| 266 | 44 2 WAW 101 1795 1915 102 1980 2100 |
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| 267 | 45 2 GYD 147 1810 1990 148 2115 2300 |
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| 268 | 46 1 AER 869 1825 1970 870 2095 2235 |
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| 269 | 47 2 EVN 193 1850 2030 194 2105 2275 |
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| 270 | 48 1 KRR 765 1870 2000 766 2070 2200 |
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| 271 | 49 1 AAQ 703 1960 2100 704 2180 2290 |
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| 272 | 50 1 LED 845 1970 2060 846 2130 2215 |
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| 273 | 51 1 KRR 767 1980 2115 768 2205 2335 |
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| 274 | 52 2 KBP 183 2105 2200 184 2290 2380 |
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| 275 | 53 1 MRV 787 2195 2345 788 2425 2575 |
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| 276 | 54 1 KRR 771 2250 2380 772 2470 2605 |
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| 277 | 55 1 LED 849 2265 2340 850 2400 2535 |
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| 278 | 56 2 IST 209 2320 2490 210 2560 2720 |
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| 279 | 57 1 AER 873 2325 2470 874 3200 3340 |
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| 280 | 58 2 ULN 563 2435 2775 564 2855 3255 |
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| 281 | 59 1 ASF 711 2435 2585 712 3080 3235 |
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| 282 | 60 2 DAM 517 2465 2705 518 2790 3020 |
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| 283 | 61 2 OSL 211 2500 2660 212 3300 3455 |
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| 284 | 62 2 KBP 185 2510 2610 186 3160 3250 |
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| 285 | 63 1 IKT 739 2525 2860 740 2950 3310 |
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| 286 | 64 1 KRR 773 2535 2680 774 3060 3205 |
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| 287 | 65 1 SGC 877 2560 2755 878 2835 3065 |
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| 288 | 66 1 LED 857 2590 2670 858 3050 3130 |
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| 289 | 67 1 CEK 899 2670 2825 900 2895 3060 |
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| 290 | 68 1 PEE 821 2675 2830 822 2890 3040 |
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| 291 | 69 2 TBS 197 2680 2845 198 3000 3155 |
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| 292 | 70 1 UFA 891 2715 2845 892 2915 3050 |
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| 293 | 71 1 KJA 781 2740 3010 782 3120 3430 |
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| 294 | 72 1 IKT 743 3075 3400 744 3490 3850 |
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| 295 | 73 1 CEK 897 3085 3240 898 3310 3475 |
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| 296 | 74 1 OMS 815 3085 3285 816 3365 3580 |
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| 297 | 75 1 KRR 763 3140 3280 764 3360 3490 |
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| 298 | 76 2 SIP 133 3160 3300 134 3380 3500 |
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| 299 | 77 2 BUD 131 3170 3330 132 3400 3555 |
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| 300 | 78 1 AAQ 701 3185 3320 702 3390 3520 |
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| 301 | 79 1 MRV 785 3190 3320 786 3400 3530 |
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| 302 | 80 2 WAW 101 3235 3355 102 3420 3540 |
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| 303 | 81 2 FRU 181 3245 3495 182 3590 3860 |
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| 304 | 82 2 GYD 147 3250 3430 148 3555 3740 |
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| 305 | 83 1 AER 869 3265 3410 870 3535 3675 |
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| 306 | 84 1 KRR 765 3310 3440 766 3510 3640 |
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| 307 | 85 1 AAQ 703 3400 3540 704 3620 3730 |
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| 308 | 86 1 LED 845 3410 3500 846 3570 3655 |
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| 309 | 87 1 KRR 767 3420 3555 768 3645 3775 |
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| 310 | 88 2 KBP 183 3545 3640 184 3730 3820 |
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| 311 | 89 1 MRV 787 3635 3785 788 3865 4015 |
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| 312 | 90 1 KRR 771 3690 3820 772 3910 4045 |
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| 313 | 91 1 LED 849 3705 3780 850 3840 3975 |
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| 314 | 92 2 IST 209 3760 3930 210 4000 4160 |
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| 315 | 93 1 AER 873 3765 3910 874 4640 4780 |
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| 316 | 94 2 ULN 563 3875 4215 564 4295 4695 |
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| 317 | 95 1 ASF 711 3875 4025 712 4520 4675 |
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| 318 | 96 2 OTP 151 3900 4055 152 4680 4820 |
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| 319 | 97 2 BEY 509 3905 4145 510 4230 4460 |
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| 320 | 98 2 OSL 211 3940 4100 212 4740 4895 |
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| 321 | 99 2 KBP 185 3950 4050 186 4600 4690 |
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| 322 | 100 1 IKT 739 3965 4300 740 4390 4750 |
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| 323 | 101 1 KRR 773 3975 4120 774 4500 4645 |
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| 324 | 102 1 SGC 877 4000 4195 878 4275 4505 |
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| 325 | 103 1 LED 857 4030 4110 858 4490 4570 |
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| 326 | 104 1 CEK 899 4110 4265 900 4335 4500 |
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| 327 | 105 1 PEE 821 4115 4270 822 4330 4480 |
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| 328 | 106 2 TBS 197 4120 4285 198 4440 4595 |
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| 329 | 107 1 UFA 891 4155 4285 892 4355 4490 |
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| 330 | 108 1 KJA 781 4180 4450 782 4560 4870 |
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| 331 | 109 1 IKT 743 4515 4840 744 4930 5290 |
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| 332 | 110 1 OMS 815 4525 4725 816 4805 5020 |
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| 333 | 111 1 CEK 897 4525 4680 898 4750 4915 |
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| 334 | 112 1 KRR 763 4580 4720 764 4800 4930 |
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| 335 | 113 2 SIP 133 4600 4740 134 4820 4940 |
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| 336 | 114 2 BUD 131 4610 4770 132 4840 4995 |
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| 337 | 115 1 AAQ 701 4625 4760 702 4830 4960 |
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| 338 | 116 1 MRV 785 4630 4760 786 4840 4970 |
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| 339 | 117 2 WAW 101 4675 4795 102 4860 4980 |
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| 340 | 118 2 GYD 147 4690 4870 148 4995 5180 |
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| 341 | 119 1 AER 869 4705 4850 870 4975 5115 |
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| 342 | 120 2 EVN 193 4730 4910 194 4985 5155 |
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| 343 | 121 1 KRR 765 4750 4880 766 4950 5080 |
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| 344 | 122 1 AAQ 703 4840 4980 704 5060 5170 |
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| 345 | 123 1 LED 845 4850 4940 846 5010 5095 |
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| 346 | 124 1 KRR 767 4860 4995 768 5085 5215 |
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| 347 | 125 2 KBP 183 4985 5080 184 5170 5260 |
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| 348 | 126 1 MRV 787 5075 5225 788 5305 5455 |
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| 349 | 127 1 KRR 771 5130 5260 772 5350 5485 |
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| 350 | 128 1 LED 849 5145 5220 850 5280 5415 |
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| 351 | 129 2 IST 209 5200 5370 210 5440 5600 |
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| 352 | 130 1 AER 873 5205 5350 874 6080 6220 |
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| 353 | 131 1 ASF 711 5315 5465 712 5960 6115 |
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| 354 | 132 2 ULN 563 5315 5655 564 5735 6135 |
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| 355 | 133 2 DAM 517 5345 5585 518 5670 5900 |
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| 356 | 134 2 OSL 211 5380 5540 212 6180 6335 |
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| 357 | 135 2 KBP 185 5390 5490 186 6040 6130 |
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| 358 | 136 1 IKT 739 5405 5740 740 5830 6190 |
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| 359 | 137 1 KRR 773 5415 5560 774 5940 6085 |
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| 360 | 138 1 SGC 877 5440 5635 878 5715 5945 |
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| 361 | 139 1 LED 857 5470 5550 858 5930 6010 |
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| 362 | 140 1 CEK 899 5550 5705 900 5775 5940 |
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| 363 | 141 1 PEE 821 5555 5710 822 5770 5920 |
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| 364 | 142 2 TBS 197 5560 5725 198 5880 6035 |
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| 365 | 143 1 UFA 891 5595 5725 892 5795 5930 |
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| 366 | 144 1 KJA 781 5620 5890 782 6000 6310 |
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| 367 | 145 1 IKT 743 5955 6280 744 6370 6730 |
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| 368 | 146 1 OMS 815 5965 6165 816 6245 6460 |
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| 369 | 147 1 CEK 897 5965 6120 898 6190 6355 |
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| 370 | 148 1 KRR 763 6020 6160 764 6240 6370 |
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| 371 | 149 2 SIP 133 6040 6180 134 6260 6380 |
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| 372 | 150 2 BUD 131 6050 6210 132 6280 6435 |
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| 373 | 151 1 AAQ 701 6065 6200 702 6270 6400 |
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| 374 | 152 1 MRV 785 6070 6200 786 6280 6410 |
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| 375 | 153 2 WAW 101 6115 6235 102 6300 6420 |
|---|
| 376 | 154 2 FRU 181 6125 6375 182 6470 6740 |
|---|
| 377 | 155 2 GYD 147 6130 6310 148 6435 6620 |
|---|
| 378 | 156 1 AER 869 6145 6290 870 6415 6555 |
|---|
| 379 | 157 2 EVN 193 6170 6350 194 6425 6595 |
|---|
| 380 | 158 1 KRR 765 6190 6320 766 6390 6520 |
|---|
| 381 | 159 1 AAQ 703 6280 6420 704 6500 6610 |
|---|
| 382 | 160 1 LED 845 6290 6380 846 6450 6535 |
|---|
| 383 | 161 1 KRR 767 6300 6435 768 6525 6655 |
|---|
| 384 | 162 2 KBP 183 6425 6520 184 6610 6700 |
|---|
| 385 | 163 2 AYT 223 6500 6690 224 6750 6940 |
|---|
| 386 | 164 1 AER 867 6510 6660 868 6730 6880 |
|---|
| 387 | 165 1 MRV 787 6515 6665 788 6745 6895 |
|---|
| 388 | 166 1 KRR 771 6570 6700 772 6790 6925 |
|---|
| 389 | 167 1 LED 849 6585 6660 850 6720 6855 |
|---|
| 390 | 168 2 IST 209 6640 6810 210 6880 7040 |
|---|
| 391 | 169 1 AER 873 6645 6790 874 7520 7660 |
|---|
| 392 | 170 1 ASF 711 6755 6905 712 7400 7555 |
|---|
| 393 | 171 2 ULN 563 6755 7095 564 7175 7575 |
|---|
| 394 | 172 2 OTP 151 6780 6935 152 7560 7700 |
|---|
| 395 | 173 2 BEY 509 6785 7025 510 7110 7340 |
|---|
| 396 | 174 2 OSL 211 6820 6980 212 7620 7775 |
|---|
| 397 | 175 2 KBP 185 6830 6930 186 7480 7570 |
|---|
| 398 | 176 1 IKT 739 6845 7180 740 7270 7630 |
|---|
| 399 | 177 1 KRR 773 6855 7000 774 7380 7525 |
|---|
| 400 | 178 1 SGC 877 6880 7075 878 7155 7385 |
|---|
| 401 | 179 1 LED 857 6910 6990 858 7370 7450 |
|---|
| 402 | 180 1 CEK 899 6990 7145 900 7215 7380 |
|---|
| 403 | 181 1 PEE 821 6995 7150 822 7210 7360 |
|---|
| 404 | 182 2 TBS 197 7000 7165 198 7320 7475 |
|---|
| 405 | 183 1 UFA 891 7035 7165 892 7235 7370 |
|---|
| 406 | 184 1 KJA 781 7060 7330 782 7440 7750 |
|---|
| 407 | 185 1 IKT 743 7395 7720 744 7810 8170 |
|---|
| 408 | 186 1 CEK 897 7405 7560 898 7630 7795 |
|---|
| 409 | 187 1 KRR 763 7460 7600 764 7680 7810 |
|---|
| 410 | 188 2 SIP 133 7480 7620 134 7700 7820 |
|---|
| 411 | 189 2 BUD 131 7490 7650 132 7720 7875 |
|---|
| 412 | 190 1 AAQ 701 7505 7640 702 7710 7840 |
|---|
| 413 | 191 1 MRV 785 7510 7640 786 7720 7850 |
|---|
| 414 | 192 2 IST 207 7545 7720 208 7795 7985 |
|---|
| 415 | 193 2 WAW 101 7555 7675 102 7740 7860 |
|---|
| 416 | 194 2 GYD 147 7570 7750 148 7875 8060 |
|---|
| 417 | 195 1 AER 869 7585 7730 870 7855 7995 |
|---|
| 418 | 196 2 AYT 221 7610 7800 222 7895 8085 |
|---|
| 419 | 197 2 EVN 193 7610 7790 194 7865 8035 |
|---|
| 420 | 198 1 KRR 765 7630 7760 766 7830 7960 |
|---|
| 421 | 199 1 AAQ 703 7720 7860 704 7940 8050 |
|---|
| 422 | 200 1 LED 845 7730 7820 846 7890 7975 |
|---|
| 423 | 201 1 KRR 767 7740 7875 768 7965 8095 |
|---|
| 424 | 202 2 KBP 183 7865 7960 184 8050 8140 |
|---|
| 425 | 203 2 AYT 223 7940 8130 224 8190 8380 |
|---|
| 426 | 204 1 MRV 787 7955 8105 788 8185 8335 |
|---|
| 427 | 205 1 KRR 771 8010 8140 772 8230 8365 |
|---|
| 428 | 206 1 LED 849 8025 8100 850 8160 8295 |
|---|
| 429 | 207 2 IST 209 8080 8250 210 8320 8480 |
|---|
| 430 | 208 1 AER 873 8085 8230 874 8960 9100 |
|---|
| 431 | 209 1 ASF 711 8195 8345 712 8840 8995 |
|---|
| 432 | 210 2 ULN 563 8195 8535 564 8615 9015 |
|---|
| 433 | 211 1 KJA 779 8230 8500 780 8575 8870 |
|---|
| 434 | 212 2 OSL 211 8260 8420 212 9060 9215 |
|---|
| 435 | 213 2 KBP 185 8270 8370 186 8920 9010 |
|---|
| 436 | 214 1 IKT 739 8285 8620 740 8710 9070 |
|---|
| 437 | 215 1 KRR 773 8295 8440 774 8820 8965 |
|---|
| 438 | 216 1 SGC 877 8320 8515 878 8595 8825 |
|---|
| 439 | 217 1 LED 857 8350 8430 858 8810 8890 |
|---|
| 440 | 218 1 CEK 899 8430 8585 900 8655 8820 |
|---|
| 441 | 219 1 PEE 821 8435 8590 822 8650 8800 |
|---|
| 442 | 220 2 TBS 197 8440 8605 198 8760 8915 |
|---|
| 443 | 221 1 UFA 891 8475 8605 892 8675 8810 |
|---|
| 444 | 222 1 KJA 781 8500 8770 782 8880 9190 |
|---|
| 445 | 223 1 IKT 743 8835 9160 744 9250 9610 |
|---|
| 446 | 224 1 OMS 815 8845 9045 816 9125 9340 |
|---|
| 447 | 225 1 CEK 897 8845 9000 898 9070 9235 |
|---|
| 448 | 226 1 KRR 763 8900 9040 764 9120 9250 |
|---|
| 449 | 227 2 SIP 133 8920 9060 134 9140 9260 |
|---|
| 450 | 228 2 BUD 131 8930 9090 132 9160 9315 |
|---|
| 451 | 229 1 AAQ 701 8945 9080 702 9150 9280 |
|---|
| 452 | 230 1 MRV 785 8950 9080 786 9160 9290 |
|---|
| 453 | 231 2 IST 207 8985 9160 208 9235 9425 |
|---|
| 454 | 232 2 WAW 101 8995 9115 102 9180 9300 |
|---|
| 455 | 233 2 FRU 181 9005 9255 182 9350 9620 |
|---|
| 456 | 234 2 GYD 147 9010 9190 148 9315 9500 |
|---|
| 457 | 235 1 AER 869 9025 9170 870 9295 9435 |
|---|
| 458 | 236 2 EVN 193 9050 9230 194 9305 9475 |
|---|
| 459 | 237 1 KRR 765 9070 9200 766 9270 9400 |
|---|
| 460 | 238 1 AAQ 703 9160 9300 704 9380 9490 |
|---|
| 461 | 239 1 LED 845 9170 9260 846 9330 9415 |
|---|
| 462 | 240 1 KRR 767 9180 9315 768 9405 9535 |
|---|
| 463 | 241 2 KBP 183 9305 9400 184 9490 9580 |
|---|
| 464 | 242 2 AYT 223 9380 9570 224 9630 9820 |
|---|
| 465 | 243 1 MRV 787 9395 9545 788 9625 9775 |
|---|
| 466 | 244 1 KRR 771 9450 9580 772 9670 9805 |
|---|
| 467 | 245 1 LED 849 9465 9540 850 9600 9735 |
|---|
| 468 | 246 2 IST 209 9520 9690 210 9760 9920 |
|---|
| 469 | 247 1 AER 873 9525 9670 874 10400 10540 |
|---|
| 470 | 248 1 ASF 711 9635 9785 712 10280 10435 |
|---|
| 471 | 249 2 ULN 563 9635 9975 564 10055 10455 |
|---|
| 472 | 250 2 OTP 151 9660 9815 152 10440 10580 |
|---|
| 473 | 251 2 DAM 517 9665 9905 518 9990 10220 |
|---|
| 474 | 252 2 OSL 211 9700 9860 212 10500 10655 |
|---|
| 475 | 253 2 KBP 185 9710 9810 186 10360 10450 |
|---|
| 476 | 254 1 IKT 739 9725 10060 740 10150 10510 |
|---|
| 477 | 255 1 KRR 773 9735 9880 774 10260 10405 |
|---|
| 478 | 256 1 SGC 877 9760 9955 878 10035 10265 |
|---|
| 479 | 257 1 LED 857 9790 9870 858 10250 10330 |
|---|
| 480 | 258 1 CEK 899 9870 10025 900 10095 10260 |
|---|
| 481 | 259 1 PEE 821 9875 10030 822 10090 10240 |
|---|
| 482 | 260 1 UFA 891 9915 10045 892 10115 10250 |
|---|
| 483 | 261 1 KJA 781 9940 10210 782 10320 10630 |
|---|
| 484 | ; |
|---|
| 485 | |
|---|
| 486 | end; |
|---|
