| ofs | hex dump | ascii |
|---|---|---|
| 0000 | cb 0d 0d 0a 00 00 00 00 85 fa a7 68 1b 02 01 00 e3 00 00 00 00 00 00 00 00 00 00 00 00 12 00 00 | ...........h.................... |
| 0020 | 00 00 00 00 00 f3 2a 02 00 00 97 00 64 00 5a 00 64 01 64 02 6c 01 5a 02 64 01 64 03 6c 03 6d 04 | ......*.....d.Z.d.d.l.Z.d.d.l.m. |
| 0040 | 5a 04 01 00 67 00 64 04 a2 01 5a 05 64 05 84 00 5a 06 02 00 65 04 64 06 ab 01 00 00 00 00 00 00 | Z...g.d...Z.d...Z...e.d......... |
| 0060 | 64 30 64 08 84 01 ab 00 00 00 00 00 00 00 5a 07 64 31 64 0a 84 01 5a 08 09 00 64 32 64 0b 84 01 | d0d...........Z.d1d...Z...d2d... |
| 0080 | 5a 09 09 00 09 00 09 00 09 00 09 00 09 00 64 33 64 0d 84 01 5a 0a 02 00 65 04 64 0e ab 01 00 00 | Z.............d3d...Z...e.d..... |
| 00a0 | 00 00 00 00 09 00 09 00 09 00 09 00 09 00 09 00 09 00 09 00 09 00 09 00 09 00 64 34 64 10 64 11 | ..........................d4d.d. |
| 00c0 | 64 12 9c 02 64 13 84 03 ab 00 00 00 00 00 00 00 5a 0b 65 0b 5a 0c 02 00 65 04 64 14 ab 01 00 00 | d...d...........Z.e.Z...e.d..... |
| 00e0 | 00 00 00 00 09 00 64 35 64 15 84 01 ab 00 00 00 00 00 00 00 5a 0d 02 00 65 04 64 14 ab 01 00 00 | ......d5d...........Z...e.d..... |
| 0100 | 00 00 00 00 09 00 09 00 09 00 09 00 09 00 09 00 09 00 09 00 09 00 64 36 64 16 84 01 ab 00 00 00 | ......................d6d....... |
| 0120 | 00 00 00 00 5a 0e 64 17 84 00 5a 0f 09 00 09 00 09 00 09 00 09 00 09 00 09 00 64 37 64 18 84 01 | ....Z.d...Z...............d7d... |
| 0140 | 5a 10 64 19 84 00 5a 11 64 1a 84 00 5a 12 64 38 64 1b 84 01 5a 13 64 39 64 1c 84 01 5a 14 64 39 | Z.d...Z.d...Z.d8d...Z.d9d...Z.d9 |
| 0160 | 64 1d 84 01 5a 15 64 31 64 1e 84 01 5a 16 09 00 09 00 09 00 09 00 09 00 09 00 64 3a 64 20 84 01 | d...Z.d1d...Z.............d:d... |
| 0180 | 5a 17 09 00 64 3b 64 21 84 01 5a 18 02 00 65 04 64 22 ab 01 00 00 00 00 00 00 09 00 09 00 09 00 | Z...d;d!..Z...e.d".............. |
| 01a0 | 09 00 09 00 09 00 64 3c 64 02 64 02 64 23 9c 02 64 24 84 03 ab 00 00 00 00 00 00 00 5a 19 02 00 | ......d<d.d.d#..d$..........Z... |
| 01c0 | 65 04 64 22 ab 01 00 00 00 00 00 00 02 00 65 02 6a 34 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | e.d"..........e.j4.............. |
| 01e0 | 00 00 00 00 64 0f 64 25 64 26 69 01 ac 27 ab 02 00 00 00 00 00 00 09 00 64 3d 64 28 64 11 64 29 | ....d.d%d&i..'..........d=d(d.d) |
| 0200 | 64 11 64 1f 64 1f 64 02 64 02 64 02 64 1f 64 1f 64 02 64 07 64 02 64 2a 9c 0e 64 2b 84 03 ab 00 | d.d.d.d.d.d.d.d.d.d.d.d*..d+.... |
| 0220 | 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 5a 1b 64 3e 64 2c 84 01 5a 1c 64 3e 64 2d 84 01 5a 1d | ..............Z.d>d,..Z.d>d-..Z. |
| 0240 | 64 0c 64 09 64 02 64 02 64 2e 9c 04 64 2f 84 02 5a 1e 79 02 29 3f 61 89 01 00 00 0a 2a 2a 2a 2a | d.d.d.d.d...d/..Z.y.)?a.....**** |
| 0260 | 2a 2a 0a 4c 61 79 6f 75 74 0a 2a 2a 2a 2a 2a 2a 0a 0a 4e 6f 64 65 20 70 6f 73 69 74 69 6f 6e 69 | **.Layout.******..Node.positioni |
| 0280 | 6e 67 20 61 6c 67 6f 72 69 74 68 6d 73 20 66 6f 72 20 67 72 61 70 68 20 64 72 61 77 69 6e 67 2e | ng.algorithms.for.graph.drawing. |
| 02a0 | 0a 0a 46 6f 72 20 60 72 61 6e 64 6f 6d 5f 6c 61 79 6f 75 74 28 29 60 20 74 68 65 20 70 6f 73 73 | ..For.`random_layout()`.the.poss |
| 02c0 | 69 62 6c 65 20 72 65 73 75 6c 74 69 6e 67 20 73 68 61 70 65 0a 69 73 20 61 20 73 71 75 61 72 65 | ible.resulting.shape.is.a.square |
| 02e0 | 20 6f 66 20 73 69 64 65 20 5b 30 2c 20 73 63 61 6c 65 5d 20 28 64 65 66 61 75 6c 74 3a 20 5b 30 | .of.side.[0,.scale].(default:.[0 |
| 0300 | 2c 20 31 5d 29 0a 43 68 61 6e 67 69 6e 67 20 60 63 65 6e 74 65 72 60 20 73 68 69 66 74 73 20 74 | ,.1]).Changing.`center`.shifts.t |
| 0320 | 68 65 20 6c 61 79 6f 75 74 20 62 79 20 74 68 61 74 20 61 6d 6f 75 6e 74 2e 0a 0a 46 6f 72 20 74 | he.layout.by.that.amount...For.t |
| 0340 | 68 65 20 6f 74 68 65 72 20 6c 61 79 6f 75 74 20 72 6f 75 74 69 6e 65 73 2c 20 74 68 65 20 65 78 | he.other.layout.routines,.the.ex |
| 0360 | 74 65 6e 74 20 69 73 0a 5b 63 65 6e 74 65 72 20 2d 20 73 63 61 6c 65 2c 20 63 65 6e 74 65 72 20 | tent.is.[center.-.scale,.center. |
| 0380 | 2b 20 73 63 61 6c 65 5d 20 28 64 65 66 61 75 6c 74 3a 20 5b 2d 31 2c 20 31 5d 29 2e 0a 0a 57 61 | +.scale].(default:.[-1,.1])...Wa |
| 03a0 | 72 6e 69 6e 67 3a 20 4d 6f 73 74 20 6c 61 79 6f 75 74 20 72 6f 75 74 69 6e 65 73 20 68 61 76 65 | rning:.Most.layout.routines.have |
| 03c0 | 20 6f 6e 6c 79 20 62 65 65 6e 20 74 65 73 74 65 64 20 69 6e 20 32 2d 64 69 6d 65 6e 73 69 6f 6e | .only.been.tested.in.2-dimension |
| 03e0 | 73 2e 0a 0a e9 00 00 00 00 4e 29 01 da 0f 6e 70 5f 72 61 6e 64 6f 6d 5f 73 74 61 74 65 29 10 da | s........N)...np_random_state).. |
| 0400 | 10 62 69 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 da 0f 63 69 72 63 75 6c 61 72 5f 6c 61 79 6f | .bipartite_layout..circular_layo |
| 0420 | 75 74 da 12 66 6f 72 63 65 61 74 6c 61 73 32 5f 6c 61 79 6f 75 74 da 13 6b 61 6d 61 64 61 5f 6b | ut..forceatlas2_layout..kamada_k |
| 0440 | 61 77 61 69 5f 6c 61 79 6f 75 74 da 0d 72 61 6e 64 6f 6d 5f 6c 61 79 6f 75 74 da 0e 72 65 73 63 | awai_layout..random_layout..resc |
| 0460 | 61 6c 65 5f 6c 61 79 6f 75 74 da 13 72 65 73 63 61 6c 65 5f 6c 61 79 6f 75 74 5f 64 69 63 74 da | ale_layout..rescale_layout_dict. |
| 0480 | 0c 73 68 65 6c 6c 5f 6c 61 79 6f 75 74 da 0d 73 70 72 69 6e 67 5f 6c 61 79 6f 75 74 da 0f 73 70 | .shell_layout..spring_layout..sp |
| 04a0 | 65 63 74 72 61 6c 5f 6c 61 79 6f 75 74 da 0d 70 6c 61 6e 61 72 5f 6c 61 79 6f 75 74 da 1b 66 72 | ectral_layout..planar_layout..fr |
| 04c0 | 75 63 68 74 65 72 6d 61 6e 5f 72 65 69 6e 67 6f 6c 64 5f 6c 61 79 6f 75 74 da 0d 73 70 69 72 61 | uchterman_reingold_layout..spira |
| 04e0 | 6c 5f 6c 61 79 6f 75 74 da 13 6d 75 6c 74 69 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 da 0a 62 | l_layout..multipartite_layout..b |
| 0500 | 66 73 5f 6c 61 79 6f 75 74 da 0a 61 72 66 5f 6c 61 79 6f 75 74 63 03 00 00 00 00 00 00 00 00 00 | fs_layout..arf_layoutc.......... |
| 0520 | 00 00 04 00 00 00 03 00 00 00 f3 14 01 00 00 97 00 64 01 64 00 6c 00 7d 03 74 03 00 00 00 00 00 | .................d.d.l.}.t...... |
| 0540 | 00 00 00 7c 00 74 04 00 00 00 00 00 00 00 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...|.t.........j................ |
| 0560 | 00 00 00 ab 02 00 00 00 00 00 00 73 27 74 05 00 00 00 00 00 00 00 00 6a 06 00 00 00 00 00 00 00 | ...........s't.........j........ |
| 0580 | 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7d 04 7c 04 6a 09 00 00 00 00 00 00 00 | ...................}.|.j........ |
| 05a0 | 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 01 00 7c 04 7d 00 7c 01 80 12 7c | ...........|...........|.}.|...| |
| 05c0 | 03 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 02 ab 01 00 00 00 00 00 00 7d | .j...................|.........} |
| 05e0 | 01 6e 11 7c 03 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 | .n.|.j...................|...... |
| 0600 | 00 00 00 7d 01 74 0f 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7c 02 6b 37 00 00 72 | ...}.t.........|.........|.k7..r |
| 0620 | 0d 64 02 7d 05 74 11 00 00 00 00 00 00 00 00 7c 05 ab 01 00 00 00 00 00 00 82 01 7c 00 7c 01 66 | .d.}.t.........|...........|.|.f |
| 0640 | 02 53 00 29 03 4e 72 02 00 00 00 7a 3b 6c 65 6e 67 74 68 20 6f 66 20 63 65 6e 74 65 72 20 63 6f | .S.).Nr....z;length.of.center.co |
| 0660 | 6f 72 64 69 6e 61 74 65 73 20 6d 75 73 74 20 6d 61 74 63 68 20 64 69 6d 65 6e 73 69 6f 6e 20 6f | ordinates.must.match.dimension.o |
| 0680 | 66 20 6c 61 79 6f 75 74 29 09 da 05 6e 75 6d 70 79 da 0a 69 73 69 6e 73 74 61 6e 63 65 da 02 6e | f.layout)...numpy..isinstance..n |
| 06a0 | 78 da 05 47 72 61 70 68 da 0e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d da 05 7a 65 72 6f 73 da | x..Graph..add_nodes_from..zeros. |
| 06c0 | 07 61 73 61 72 72 61 79 da 03 6c 65 6e da 0a 56 61 6c 75 65 45 72 72 6f 72 29 06 da 01 47 da 06 | .asarray..len..ValueError)...G.. |
| 06e0 | 63 65 6e 74 65 72 da 03 64 69 6d da 02 6e 70 da 0b 65 6d 70 74 79 5f 67 72 61 70 68 da 03 6d 73 | center..dim..np..empty_graph..ms |
| 0700 | 67 73 06 00 00 00 20 20 20 20 20 20 fa 5e 2f 68 6f 6d 65 2f 62 6c 61 63 6b 68 61 6f 2f 75 69 75 | gs...........^/home/blackhao/uiu |
| 0720 | 63 2d 63 6f 75 72 73 65 2d 67 72 61 70 68 2f 2e 76 65 6e 76 2f 6c 69 62 2f 70 79 74 68 6f 6e 33 | c-course-graph/.venv/lib/python3 |
| 0740 | 2e 31 32 2f 73 69 74 65 2d 70 61 63 6b 61 67 65 73 2f 6e 65 74 77 6f 72 6b 78 2f 64 72 61 77 69 | .12/site-packages/networkx/drawi |
| 0760 | 6e 67 2f 6c 61 79 6f 75 74 2e 70 79 da 0f 5f 70 72 6f 63 65 73 73 5f 70 61 72 61 6d 73 72 25 00 | ng/layout.py.._process_paramsr%. |
| 0780 | 00 00 2a 00 00 00 73 76 00 00 00 80 00 e3 04 16 e4 0b 15 90 61 9c 12 9f 18 99 18 d4 0b 22 dc 16 | ..*...sv............a........".. |
| 07a0 | 18 97 68 91 68 93 6a 88 0b d8 08 13 d7 08 22 d1 08 22 a0 31 d4 08 25 d8 0c 17 88 01 e0 07 0d 80 | ..h.h.j......."..".1..%......... |
| 07c0 | 7e d8 11 13 97 18 91 18 98 23 93 1d 89 06 e0 11 13 97 1a 91 1a 98 46 d3 11 23 88 06 e4 07 0a 88 | ~........#............F..#...... |
| 07e0 | 36 83 7b 90 63 d2 07 19 d8 0e 4b 88 03 dc 0e 18 98 13 8b 6f d0 08 1d e0 0b 0c 88 66 88 39 d0 04 | 6.{.c.....K........o.......f.9.. |
| 0800 | 14 f3 00 00 00 00 e9 03 00 00 00 e9 02 00 00 00 63 05 00 00 00 00 00 00 00 00 00 00 00 06 00 00 | ................c............... |
| 0820 | 00 03 00 00 00 f3 fc 00 00 00 97 00 64 01 64 02 6c 00 7d 05 74 03 00 00 00 00 00 00 00 00 7c 00 | ............d.d.l.}.t.........|. |
| 0840 | 7c 01 7c 02 ab 03 00 00 00 00 00 00 5c 02 00 00 7d 00 7d 01 7c 03 6a 05 00 00 00 00 00 00 00 00 | |.|.........\...}.}.|.j......... |
| 0860 | 00 00 00 00 00 00 00 00 00 00 74 07 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 7c 02 | ..........t.........|.........|. |
| 0880 | ab 02 00 00 00 00 00 00 7c 01 7a 00 00 00 7d 06 7c 06 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 | ........|.z...}.|.j............. |
| 08a0 | 00 00 00 00 00 00 7c 05 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 01 00 00 | ......|.j....................... |
| 08c0 | 00 00 00 00 7d 06 74 0d 00 00 00 00 00 00 00 00 74 0f 00 00 00 00 00 00 00 00 7c 00 7c 06 ab 02 | ....}.t.........t.........|.|... |
| 08e0 | 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 06 7c 04 81 17 74 11 00 00 00 00 00 00 00 00 6a 12 | ..............}.|...t.........j. |
| 0900 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 06 7c 04 ab 03 00 00 00 00 00 00 | ..................|.|.|......... |
| 0920 | 01 00 7c 06 53 00 29 03 61 bb 07 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 73 20 75 6e 69 66 | ..|.S.).a....Position.nodes.unif |
| 0940 | 6f 72 6d 6c 79 20 61 74 20 72 61 6e 64 6f 6d 20 69 6e 20 74 68 65 20 75 6e 69 74 20 73 71 75 61 | ormly.at.random.in.the.unit.squa |
| 0960 | 72 65 2e 0a 0a 20 20 20 20 46 6f 72 20 65 76 65 72 79 20 6e 6f 64 65 2c 20 61 20 70 6f 73 69 74 | re.......For.every.node,.a.posit |
| 0980 | 69 6f 6e 20 69 73 20 67 65 6e 65 72 61 74 65 64 20 62 79 20 63 68 6f 6f 73 69 6e 67 20 65 61 63 | ion.is.generated.by.choosing.eac |
| 09a0 | 68 20 6f 66 20 64 69 6d 0a 20 20 20 20 63 6f 6f 72 64 69 6e 61 74 65 73 20 75 6e 69 66 6f 72 6d | h.of.dim.....coordinates.uniform |
| 09c0 | 6c 79 20 61 74 20 72 61 6e 64 6f 6d 20 6f 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30 2e | ly.at.random.on.the.interval.[0. |
| 09e0 | 30 2c 20 31 2e 30 29 2e 0a 0a 20 20 20 20 4e 75 6d 50 79 20 28 68 74 74 70 3a 2f 2f 73 63 69 70 | 0,.1.0).......NumPy.(http://scip |
| 0a00 | 79 2e 6f 72 67 29 20 69 73 20 72 65 71 75 69 72 65 64 20 66 6f 72 20 74 68 69 73 20 66 75 6e 63 | y.org).is.required.for.this.func |
| 0a20 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d | tion.......Parameters.....------ |
| 0a40 | 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 6f 72 20 6c | ----.....G.:.NetworkX.graph.or.l |
| 0a60 | 69 73 74 20 6f 66 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 41 20 70 6f 73 69 74 69 6f 6e 20 | ist.of.nodes.........A.position. |
| 0a80 | 77 69 6c 6c 20 62 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 65 76 65 72 79 20 6e 6f 64 65 20 69 | will.be.assigned.to.every.node.i |
| 0aa0 | 6e 20 47 2e 0a 0a 20 20 20 20 63 65 6e 74 65 72 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 72 | n.G.......center.:.array-like.or |
| 0ac0 | 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 43 6f 6f 72 64 69 6e 61 74 65 20 70 61 69 72 20 61 72 | .None.........Coordinate.pair.ar |
| 0ae0 | 6f 75 6e 64 20 77 68 69 63 68 20 74 6f 20 63 65 6e 74 65 72 20 74 68 65 20 6c 61 79 6f 75 74 2e | ound.which.to.center.the.layout. |
| 0b00 | 0a 0a 20 20 20 20 64 69 6d 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 44 69 6d 65 6e 73 69 6f | ......dim.:.int.........Dimensio |
| 0b20 | 6e 20 6f 66 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 73 65 65 64 20 3a 20 69 6e 74 2c 20 52 61 | n.of.layout.......seed.:.int,.Ra |
| 0b40 | 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 20 6f 72 20 4e 6f 6e 65 20 20 6f 70 74 69 | ndomState.instance.or.None..opti |
| 0b60 | 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 53 65 74 20 | onal.(default=None).........Set. |
| 0b80 | 74 68 65 20 72 61 6e 64 6f 6d 20 73 74 61 74 65 20 66 6f 72 20 64 65 74 65 72 6d 69 6e 69 73 74 | the.random.state.for.determinist |
| 0ba0 | 69 63 20 6e 6f 64 65 20 6c 61 79 6f 75 74 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 69 6e 74 2c | ic.node.layouts..........If.int, |
| 0bc0 | 20 60 73 65 65 64 60 20 69 73 20 74 68 65 20 73 65 65 64 20 75 73 65 64 20 62 79 20 74 68 65 20 | .`seed`.is.the.seed.used.by.the. |
| 0be0 | 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2c 0a 20 20 20 20 20 20 20 | random.number.generator,........ |
| 0c00 | 20 69 66 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 | .if.numpy.random.RandomState.ins |
| 0c20 | 74 61 6e 63 65 2c 20 60 73 65 65 64 60 20 69 73 20 74 68 65 20 72 61 6e 64 6f 6d 0a 20 20 20 20 | tance,.`seed`.is.the.random..... |
| 0c40 | 20 20 20 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2c 0a 20 20 20 20 20 20 20 20 69 66 | ....number.generator,.........if |
| 0c60 | 20 4e 6f 6e 65 2c 20 74 68 65 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 | .None,.the.random.number.generat |
| 0c80 | 6f 72 20 69 73 20 74 68 65 20 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 20 75 | or.is.the.RandomState.instance.u |
| 0ca0 | 73 65 64 0a 20 20 20 20 20 20 20 20 62 79 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 0a 0a 20 20 | sed.........by.numpy.random..... |
| 0cc0 | 20 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f | ..store_pos_as.:.str,.default.No |
| 0ce0 | 6e 65 0a 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 | ne.........If.non-None,.the.posi |
| 0d00 | 74 69 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 | tion.of.each.node.will.be.stored |
| 0d20 | 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 | .on.the.graph.as.........an.attr |
| 0d40 | 69 62 75 74 65 20 77 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 | ibute.with.this.string.as.its.na |
| 0d60 | 6d 65 2c 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 | me,.which.can.be.accessed.with.. |
| 0d80 | 20 20 20 20 20 20 20 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f | .......``G.nodes[...][store_pos_ |
| 0da0 | 61 73 5d 60 60 2e 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e | as]``..The.function.still.return |
| 0dc0 | 73 20 74 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | s.the.dictionary.......Returns.. |
| 0de0 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 0a 20 20 20 20 20 20 | ...-------.....pos.:.dict....... |
| 0e00 | 20 20 41 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 | ..A.dictionary.of.positions.keye |
| 0e20 | 64 20 62 79 20 6e 6f 64 65 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d | d.by.node......Examples.....---- |
| 0e40 | 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 70 70 72 69 6e 74 20 69 6d 70 6f 72 74 20 | ----.....>>>.from.pprint.import. |
| 0e60 | 70 70 72 69 6e 74 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 6c 6f 6c 6c 69 70 6f 70 5f 67 | pprint.....>>>.G.=.nx.lollipop_g |
| 0e80 | 72 61 70 68 28 34 2c 20 33 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 72 61 6e 64 | raph(4,.3).....>>>.pos.=.nx.rand |
| 0ea0 | 6f 6d 5f 6c 61 79 6f 75 74 28 47 29 0a 20 20 20 20 3e 3e 3e 20 23 20 73 75 70 70 72 65 73 73 20 | om_layout(G).....>>>.#.suppress. |
| 0ec0 | 74 68 65 20 72 65 74 75 72 6e 65 64 20 64 69 63 74 20 61 6e 64 20 73 74 6f 72 65 20 6f 6e 20 74 | the.returned.dict.and.store.on.t |
| 0ee0 | 68 65 20 67 72 61 70 68 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 3e 3e 3e 20 5f 20 3d 20 6e 78 | he.graph.directly.....>>>._.=.nx |
| 0f00 | 2e 72 61 6e 64 6f 6d 5f 6c 61 79 6f 75 74 28 47 2c 20 73 65 65 64 3d 34 32 2c 20 73 74 6f 72 65 | .random_layout(G,.seed=42,.store |
| 0f20 | 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 22 29 0a 20 20 20 20 3e 3e 3e 20 70 70 72 69 6e 74 28 6e 78 | _pos_as="pos").....>>>.pprint(nx |
| 0f40 | 2e 67 65 74 5f 6e 6f 64 65 5f 61 74 74 72 69 62 75 74 65 73 28 47 2c 20 22 70 6f 73 22 29 29 0a | .get_node_attributes(G,."pos")). |
| 0f60 | 20 20 20 20 7b 30 3a 20 61 72 72 61 79 28 5b 30 2e 33 37 34 35 34 30 31 32 2c 20 30 2e 39 35 30 | ....{0:.array([0.37454012,.0.950 |
| 0f80 | 37 31 34 33 20 5d 2c 20 64 74 79 70 65 3d 66 6c 6f 61 74 33 32 29 2c 0a 20 20 20 20 20 31 3a 20 | 7143.],.dtype=float32),......1:. |
| 0fa0 | 61 72 72 61 79 28 5b 30 2e 37 33 31 39 39 33 39 2c 20 30 2e 35 39 38 36 35 38 35 5d 2c 20 64 74 | array([0.7319939,.0.5986585],.dt |
| 0fc0 | 79 70 65 3d 66 6c 6f 61 74 33 32 29 2c 0a 20 20 20 20 20 32 3a 20 61 72 72 61 79 28 5b 30 2e 31 | ype=float32),......2:.array([0.1 |
| 0fe0 | 35 36 30 31 38 36 34 2c 20 30 2e 31 35 35 39 39 34 35 32 5d 2c 20 64 74 79 70 65 3d 66 6c 6f 61 | 5601864,.0.15599452],.dtype=floa |
| 1000 | 74 33 32 29 2c 0a 20 20 20 20 20 33 3a 20 61 72 72 61 79 28 5b 30 2e 30 35 38 30 38 33 36 31 2c | t32),......3:.array([0.05808361, |
| 1020 | 20 30 2e 38 36 36 31 37 36 31 20 5d 2c 20 64 74 79 70 65 3d 66 6c 6f 61 74 33 32 29 2c 0a 20 20 | .0.8661761.],.dtype=float32),... |
| 1040 | 20 20 20 34 3a 20 61 72 72 61 79 28 5b 30 2e 36 30 31 31 31 35 20 2c 20 30 2e 37 30 38 30 37 32 | ...4:.array([0.601115.,.0.708072 |
| 1060 | 36 5d 2c 20 64 74 79 70 65 3d 66 6c 6f 61 74 33 32 29 2c 0a 20 20 20 20 20 35 3a 20 61 72 72 61 | 6],.dtype=float32),......5:.arra |
| 1080 | 79 28 5b 30 2e 30 32 30 35 38 34 34 39 2c 20 30 2e 39 36 39 39 30 39 38 35 5d 2c 20 64 74 79 70 | y([0.02058449,.0.96990985],.dtyp |
| 10a0 | 65 3d 66 6c 6f 61 74 33 32 29 2c 0a 20 20 20 20 20 36 3a 20 61 72 72 61 79 28 5b 30 2e 38 33 32 | e=float32),......6:.array([0.832 |
| 10c0 | 34 34 32 36 34 2c 20 30 2e 32 31 32 33 33 39 31 32 5d 2c 20 64 74 79 70 65 3d 66 6c 6f 61 74 33 | 44264,.0.21233912],.dtype=float3 |
| 10e0 | 32 29 7d 0a 20 20 20 20 72 02 00 00 00 4e 29 0a 72 15 00 00 00 72 25 00 00 00 da 04 72 61 6e 64 | 2)}.....r....N).r....r%.....rand |
| 1100 | 72 1c 00 00 00 da 06 61 73 74 79 70 65 da 07 66 6c 6f 61 74 33 32 da 04 64 69 63 74 da 03 7a 69 | r......astype..float32..dict..zi |
| 1120 | 70 72 17 00 00 00 da 13 73 65 74 5f 6e 6f 64 65 5f 61 74 74 72 69 62 75 74 65 73 29 07 72 1e 00 | pr......set_node_attributes).r.. |
| 1140 | 00 00 72 1f 00 00 00 72 20 00 00 00 da 04 73 65 65 64 da 0c 73 74 6f 72 65 5f 70 6f 73 5f 61 73 | ..r....r......seed..store_pos_as |
| 1160 | 72 21 00 00 00 da 03 70 6f 73 73 07 00 00 00 20 20 20 20 20 20 20 72 24 00 00 00 72 08 00 00 00 | r!.....poss...........r$...r.... |
| 1180 | 72 08 00 00 00 3f 00 00 00 73 72 00 00 00 80 00 f3 6c 01 00 05 17 e4 10 1f a0 01 a0 36 a8 33 d3 | r....?...sr......l..........6.3. |
| 11a0 | 10 2f 81 49 80 41 80 76 d8 0a 0e 8f 29 89 29 94 43 98 01 93 46 98 43 d3 0a 20 a0 36 d1 0a 29 80 | ./.I.A.v....).).C...F.C....6..). |
| 11c0 | 43 d8 0a 0d 8f 2a 89 2a 90 52 97 5a 91 5a d3 0a 20 80 43 dc 0a 0e 8c 73 90 31 90 63 8b 7b d3 0a | C....*.*.R.Z.Z....C....s.1.c.{.. |
| 11e0 | 1b 80 43 e0 07 13 d0 07 1f dc 08 0a d7 08 1e d1 08 1e 98 71 a0 23 a0 7c d4 08 34 d8 0b 0e 80 4a | ..C................q.#.|..4....J |
| 1200 | 72 26 00 00 00 e9 01 00 00 00 63 05 00 00 00 00 00 00 00 00 00 00 00 09 00 00 00 03 00 00 00 f3 | r&........c..................... |
| 1220 | 9c 02 00 00 97 00 64 01 64 02 6c 00 7d 05 7c 03 64 03 6b 02 00 00 72 0b 74 03 00 00 00 00 00 00 | ......d.d.l.}.|.d.k...r.t....... |
| 1240 | 00 00 64 04 ab 01 00 00 00 00 00 00 82 01 74 05 00 00 00 00 00 00 00 00 7c 00 7c 02 7c 03 ab 03 | ..d...........t.........|.|.|... |
| 1260 | 00 00 00 00 00 00 5c 02 00 00 7d 00 7d 02 74 07 00 00 00 00 00 00 00 00 64 01 7c 03 64 03 7a 0a | ......\...}.}.t.........d.|.d.z. |
| 1280 | 00 00 ab 02 00 00 00 00 00 00 7d 06 74 09 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 | ..........}.t.........|......... |
| 12a0 | 64 01 6b 28 00 00 72 03 69 00 7d 07 6e ee 74 09 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 | d.k(..r.i.}.n.t.........|....... |
| 12c0 | 00 00 64 05 6b 28 00 00 72 22 74 0a 00 00 00 00 00 00 00 00 6a 0c 00 00 00 00 00 00 00 00 00 00 | ..d.k(..r"t.........j........... |
| 12e0 | 00 00 00 00 00 00 00 00 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab 01 | ........j...................|... |
| 1300 | 00 00 00 00 00 00 7c 02 69 01 7d 07 6e be 7c 05 6a 11 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ......|.i.}.n.|.j............... |
| 1320 | 00 00 00 00 64 01 64 05 74 09 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 05 7a 00 | ....d.d.t.........|.........d.z. |
| 1340 | 00 00 ab 03 00 00 00 00 00 00 64 02 64 06 1a 00 64 03 7a 05 00 00 7c 05 6a 12 00 00 00 00 00 00 | ..........d.d...d.z...|.j....... |
| 1360 | 00 00 00 00 00 00 00 00 00 00 00 00 7a 05 00 00 7d 08 7c 08 6a 15 00 00 00 00 00 00 00 00 00 00 | ............z...}.|.j........... |
| 1380 | 00 00 00 00 00 00 00 00 7c 05 6a 16 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 01 | ........|.j..................... |
| 13a0 | 00 00 00 00 00 00 7d 08 7c 05 6a 19 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 05 | ......}.|.j...................|. |
| 13c0 | 6a 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 08 ab 01 00 00 00 00 00 00 7c 05 | j...................|.........|. |
| 13e0 | 6a 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 08 ab 01 00 00 00 00 00 00 7c 05 | j...................|.........|. |
| 1400 | 6a 1f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 74 09 00 00 00 00 00 00 00 00 7c 00 | j...................t.........|. |
| 1420 | ab 01 00 00 00 00 00 00 7c 06 66 02 ab 01 00 00 00 00 00 00 67 03 ab 01 00 00 00 00 00 00 7d 07 | ........|.f.........g.........}. |
| 1440 | 74 21 00 00 00 00 00 00 00 00 7c 07 7c 01 ac 07 ab 02 00 00 00 00 00 00 7c 02 7a 00 00 00 7d 07 | t!........|.|...........|.z...}. |
| 1460 | 74 23 00 00 00 00 00 00 00 00 74 25 00 00 00 00 00 00 00 00 7c 00 7c 07 ab 02 00 00 00 00 00 00 | t#........t%........|.|......... |
| 1480 | ab 01 00 00 00 00 00 00 7d 07 7c 04 81 17 74 0b 00 00 00 00 00 00 00 00 6a 26 00 00 00 00 00 00 | ........}.|...t.........j&...... |
| 14a0 | 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 07 7c 04 ab 03 00 00 00 00 00 00 01 00 7c 07 53 00 | ............|.|.|...........|.S. |
| 14c0 | 29 08 61 0e 06 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 73 20 6f 6e 20 61 20 63 69 72 63 6c | ).a....Position.nodes.on.a.circl |
| 14e0 | 65 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d | e.......Parameters.....--------- |
| 1500 | 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 6f 72 20 6c 69 73 74 | -.....G.:.NetworkX.graph.or.list |
| 1520 | 20 6f 66 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 41 20 70 6f 73 69 74 69 6f 6e 20 77 69 6c | .of.nodes.........A.position.wil |
| 1540 | 6c 20 62 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 47 | l.be.assigned.to.every.node.in.G |
| 1560 | 2e 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a 20 6e 75 6d 62 65 72 20 28 64 65 66 61 75 6c 74 3a 20 | .......scale.:.number.(default:. |
| 1580 | 31 29 0a 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 66 61 63 74 6f 72 20 66 6f 72 20 70 6f 73 69 | 1).........Scale.factor.for.posi |
| 15a0 | 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 63 65 6e 74 65 72 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 | tions.......center.:.array-like. |
| 15c0 | 6f 72 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 43 6f 6f 72 64 69 6e 61 74 65 20 70 61 69 72 20 | or.None.........Coordinate.pair. |
| 15e0 | 61 72 6f 75 6e 64 20 77 68 69 63 68 20 74 6f 20 63 65 6e 74 65 72 20 74 68 65 20 6c 61 79 6f 75 | around.which.to.center.the.layou |
| 1600 | 74 2e 0a 0a 20 20 20 20 64 69 6d 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 44 69 6d 65 6e 73 | t.......dim.:.int.........Dimens |
| 1620 | 69 6f 6e 20 6f 66 20 6c 61 79 6f 75 74 2e 0a 20 20 20 20 20 20 20 20 49 66 20 64 69 6d 3e 32 2c | ion.of.layout..........If.dim>2, |
| 1640 | 20 74 68 65 20 72 65 6d 61 69 6e 69 6e 67 20 64 69 6d 65 6e 73 69 6f 6e 73 20 61 72 65 20 73 65 | .the.remaining.dimensions.are.se |
| 1660 | 74 20 74 6f 20 7a 65 72 6f 0a 20 20 20 20 20 20 20 20 69 6e 20 74 68 65 20 72 65 74 75 72 6e 65 | t.to.zero.........in.the.returne |
| 1680 | 64 20 70 6f 73 69 74 69 6f 6e 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 64 69 6d 3c 32 2c 20 61 | d.positions..........If.dim<2,.a |
| 16a0 | 20 56 61 6c 75 65 45 72 72 6f 72 20 69 73 20 72 61 69 73 65 64 2e 0a 0a 20 20 20 20 73 74 6f 72 | .ValueError.is.raised.......stor |
| 16c0 | 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 0a 20 20 20 | e_pos_as.:.str,.default.None.... |
| 16e0 | 20 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 6f 6e 20 6f | .....If.non-None,.the.position.o |
| 1700 | 66 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f 6e 20 74 68 | f.each.node.will.be.stored.on.th |
| 1720 | 65 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 75 74 65 20 | e.graph.as.........an.attribute. |
| 1740 | 77 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d 65 2c 20 77 68 | with.this.string.as.its.name,.wh |
| 1760 | 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 20 20 20 20 20 | ich.can.be.accessed.with........ |
| 1780 | 20 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 73 5d 60 60 2e | .``G.nodes[...][store_pos_as]``. |
| 17a0 | 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 74 68 65 20 | .The.function.still.returns.the. |
| 17c0 | 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d | dictionary.......Returns.....--- |
| 17e0 | 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 0a 20 20 20 20 20 20 20 20 41 20 64 69 | ----.....pos.:.dict.........A.di |
| 1800 | 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 62 79 20 6e | ctionary.of.positions.keyed.by.n |
| 1820 | 6f 64 65 0a 0a 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 56 | ode......Raises.....------.....V |
| 1840 | 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 49 66 20 64 69 6d 20 3c 20 32 0a 0a 20 20 | alueError.........If.dim.<.2.... |
| 1860 | 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 | ..Examples.....--------.....>>>. |
| 1880 | 66 72 6f 6d 20 70 70 72 69 6e 74 20 69 6d 70 6f 72 74 20 70 70 72 69 6e 74 0a 20 20 20 20 3e 3e | from.pprint.import.pprint.....>> |
| 18a0 | 3e 20 47 20 3d 20 6e 78 2e 70 61 74 68 5f 67 72 61 70 68 28 34 29 0a 20 20 20 20 3e 3e 3e 20 70 | >.G.=.nx.path_graph(4).....>>>.p |
| 18c0 | 6f 73 20 3d 20 6e 78 2e 63 69 72 63 75 6c 61 72 5f 6c 61 79 6f 75 74 28 47 29 0a 20 20 20 20 3e | os.=.nx.circular_layout(G).....> |
| 18e0 | 3e 3e 20 23 20 73 75 70 70 72 65 73 73 20 74 68 65 20 72 65 74 75 72 6e 65 64 20 64 69 63 74 20 | >>.#.suppress.the.returned.dict. |
| 1900 | 61 6e 64 20 73 74 6f 72 65 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 64 69 72 65 63 74 6c 79 0a | and.store.on.the.graph.directly. |
| 1920 | 20 20 20 20 3e 3e 3e 20 5f 20 3d 20 6e 78 2e 63 69 72 63 75 6c 61 72 5f 6c 61 79 6f 75 74 28 47 | ....>>>._.=.nx.circular_layout(G |
| 1940 | 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 22 29 0a 20 20 20 20 3e 3e 3e 20 70 70 | ,.store_pos_as="pos").....>>>.pp |
| 1960 | 72 69 6e 74 28 6e 78 2e 67 65 74 5f 6e 6f 64 65 5f 61 74 74 72 69 62 75 74 65 73 28 47 2c 20 22 | rint(nx.get_node_attributes(G,." |
| 1980 | 70 6f 73 22 29 29 0a 20 20 20 20 7b 30 3a 20 61 72 72 61 79 28 5b 39 2e 39 39 39 39 39 39 38 36 | pos")).....{0:.array([9.99999986 |
| 19a0 | 65 2d 30 31 2c 20 32 2e 31 38 35 35 36 39 33 37 65 2d 30 38 5d 29 2c 0a 20 20 20 20 20 31 3a 20 | e-01,.2.18556937e-08]),......1:. |
| 19c0 | 61 72 72 61 79 28 5b 2d 33 2e 35 37 36 34 37 36 30 36 65 2d 30 38 2c 20 20 31 2e 30 30 30 30 30 | array([-3.57647606e-08,..1.00000 |
| 19e0 | 30 30 30 65 2b 30 30 5d 29 2c 0a 20 20 20 20 20 32 3a 20 61 72 72 61 79 28 5b 2d 39 2e 39 39 39 | 000e+00]),......2:.array([-9.999 |
| 1a00 | 39 39 39 37 65 2d 30 31 2c 20 2d 36 2e 35 35 36 37 30 38 31 65 2d 30 38 5d 29 2c 0a 20 20 20 20 | 9997e-01,.-6.5567081e-08]),..... |
| 1a20 | 20 33 3a 20 61 72 72 61 79 28 5b 20 31 2e 39 38 37 31 35 30 37 31 65 2d 30 38 2c 20 2d 39 2e 39 | .3:.array([.1.98715071e-08,.-9.9 |
| 1a40 | 39 39 39 39 39 35 36 65 2d 30 31 5d 29 7d 0a 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d | 9999956e-01])}.......Notes.....- |
| 1a60 | 2d 2d 2d 2d 0a 20 20 20 20 54 68 69 73 20 61 6c 67 6f 72 69 74 68 6d 20 63 75 72 72 65 6e 74 6c | ----.....This.algorithm.currentl |
| 1a80 | 79 20 6f 6e 6c 79 20 77 6f 72 6b 73 20 69 6e 20 74 77 6f 20 64 69 6d 65 6e 73 69 6f 6e 73 20 61 | y.only.works.in.two.dimensions.a |
| 1aa0 | 6e 64 20 64 6f 65 73 20 6e 6f 74 0a 20 20 20 20 74 72 79 20 74 6f 20 6d 69 6e 69 6d 69 7a 65 20 | nd.does.not.....try.to.minimize. |
| 1ac0 | 65 64 67 65 20 63 72 6f 73 73 69 6e 67 73 2e 0a 0a 20 20 20 20 72 02 00 00 00 4e 72 28 00 00 00 | edge.crossings.......r....Nr(... |
| 1ae0 | 7a 1c 63 61 6e 6e 6f 74 20 68 61 6e 64 6c 65 20 64 69 6d 65 6e 73 69 6f 6e 73 20 3c 20 32 72 33 | z.cannot.handle.dimensions.<.2r3 |
| 1b00 | 00 00 00 e9 ff ff ff ff a9 01 da 05 73 63 61 6c 65 29 14 72 15 00 00 00 72 1d 00 00 00 72 25 00 | ............scale).r....r....r%. |
| 1b20 | 00 00 da 03 6d 61 78 72 1c 00 00 00 72 17 00 00 00 da 05 75 74 69 6c 73 da 11 61 72 62 69 74 72 | ....maxr....r......utils..arbitr |
| 1b40 | 61 72 79 5f 65 6c 65 6d 65 6e 74 da 08 6c 69 6e 73 70 61 63 65 da 02 70 69 72 2b 00 00 00 72 2c | ary_element..linspace..pir+...r, |
| 1b60 | 00 00 00 da 0c 63 6f 6c 75 6d 6e 5f 73 74 61 63 6b da 03 63 6f 73 da 03 73 69 6e 72 1a 00 00 00 | .....column_stack..cos..sinr.... |
| 1b80 | 72 09 00 00 00 72 2d 00 00 00 72 2e 00 00 00 72 2f 00 00 00 29 09 72 1e 00 00 00 72 37 00 00 00 | r....r-...r....r/...).r....r7... |
| 1ba0 | 72 1f 00 00 00 72 20 00 00 00 72 31 00 00 00 72 21 00 00 00 da 07 70 61 64 64 69 6d 73 72 32 00 | r....r....r1...r!.....paddimsr2. |
| 1bc0 | 00 00 da 05 74 68 65 74 61 73 09 00 00 00 20 20 20 20 20 20 20 20 20 72 24 00 00 00 72 05 00 00 | ....thetas.............r$...r... |
| 1be0 | 00 72 05 00 00 00 81 00 00 00 73 2e 01 00 00 80 00 f3 70 01 00 05 17 e0 07 0a 88 51 82 77 dc 0e | .r........s.......p........Q.w.. |
| 1c00 | 18 d0 19 37 d3 0e 38 d0 08 38 e4 10 1f a0 01 a0 36 a8 33 d3 10 2f 81 49 80 41 80 76 e4 0e 11 90 | ...7..8..8......6.3../.I.A.v.... |
| 1c20 | 21 90 63 98 41 91 67 d3 0e 1f 80 47 e4 07 0a 88 31 83 76 90 11 82 7b d8 0e 10 89 03 dc 09 0c 88 | !.c.A.g....G....1.v...{......... |
| 1c40 | 51 8b 16 90 31 8a 1b dc 0f 11 8f 78 89 78 d7 0f 29 d1 0f 29 a8 21 d3 0f 2c a8 66 d0 0e 35 89 03 | Q...1......x.x..)..).!..,.f..5.. |
| 1c60 | f0 06 00 11 13 97 0b 91 0b 98 41 98 71 a4 23 a0 61 a3 26 a8 31 a1 2a d3 10 2d a8 63 a8 72 d0 10 | ..........A.q.#.a.&.1.*..-.c.r.. |
| 1c80 | 32 b0 51 d1 10 36 b8 12 bf 15 b9 15 d1 10 3e 88 05 d8 10 15 97 0c 91 0c 98 52 9f 5a 99 5a d3 10 | 2.Q..6........>..........R.Z.Z.. |
| 1ca0 | 28 88 05 d8 0e 10 8f 6f 89 6f d8 0d 0f 8f 56 89 56 90 45 8b 5d 98 42 9f 46 99 46 a0 35 9b 4d a8 | (......o.o....V.V.E.].B.F.F.5.M. |
| 1cc0 | 32 af 38 a9 38 b4 53 b8 11 b3 56 b8 57 d0 34 45 d3 2b 46 d0 0c 47 f3 03 02 0f 0a 88 03 f4 06 00 | 2.8.8.S...V.W.4E.+F..G.......... |
| 1ce0 | 0f 1d 98 53 a8 05 d4 0e 2e b0 16 d1 0e 37 88 03 dc 0e 12 94 33 90 71 98 23 93 3b d3 0e 1f 88 03 | ...S.........7......3.q.#.;..... |
| 1d00 | e0 07 13 d0 07 1f dc 08 0a d7 08 1e d1 08 1e 98 71 a0 23 a0 7c d4 08 34 e0 0b 0e 80 4a 72 26 00 | ................q.#.|..4....Jr&. |
| 1d20 | 00 00 63 07 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 03 00 00 00 f3 d6 02 00 00 97 00 64 01 | ..c...........................d. |
| 1d40 | 64 02 6c 00 7d 07 7c 05 64 03 6b 37 00 00 72 0b 74 03 00 00 00 00 00 00 00 00 64 04 ab 01 00 00 | d.l.}.|.d.k7..r.t.........d..... |
| 1d60 | 00 00 00 00 82 01 74 05 00 00 00 00 00 00 00 00 7c 00 7c 04 7c 05 ab 03 00 00 00 00 00 00 5c 02 | ......t.........|.|.|.........\. |
| 1d80 | 00 00 7d 00 7d 04 74 07 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 01 6b 28 00 00 | ..}.}.t.........|.........d.k(.. |
| 1da0 | 72 02 69 00 53 00 74 07 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 05 6b 28 00 00 | r.i.S.t.........|.........d.k(.. |
| 1dc0 | 72 21 74 08 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | r!t.........j................... |
| 1de0 | 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 7c 04 | j...................|.........|. |
| 1e00 | 69 01 53 00 7c 01 80 0c 74 0f 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 67 01 7d 01 | i.S.|...t.........|.........g.}. |
| 1e20 | 7c 03 74 07 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7a 0b 00 00 7d 08 74 07 00 00 | |.t.........|.........z...}.t... |
| 1e40 | 00 00 00 00 00 00 7c 01 64 01 19 00 00 00 ab 01 00 00 00 00 00 00 64 05 6b 28 00 00 72 03 64 06 | ......|.d.............d.k(..r.d. |
| 1e60 | 7d 09 6e 02 7c 08 7d 09 7c 02 80 18 7c 07 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | }.n.|.}.|...|.j................. |
| 1e80 | 00 00 74 07 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7a 0b 00 00 7d 02 7c 02 7d 0a | ..t.........|.........z...}.|.}. |
| 1ea0 | 69 00 7d 0b 7c 01 44 00 5d 97 00 00 7d 0c 7c 07 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | i.}.|.D.]...}.|.j............... |
| 1ec0 | 00 00 00 00 64 01 64 03 7c 07 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7a 05 | ....d.d.|.j...................z. |
| 1ee0 | 00 00 74 07 00 00 00 00 00 00 00 00 7c 0c ab 01 00 00 00 00 00 00 64 07 7c 07 6a 14 00 00 00 00 | ..t.........|.........d.|.j..... |
| 1f00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ac 08 ab 05 00 00 00 00 00 00 7c 0a 7a 00 00 00 7d 0d | ........................|.z...}. |
| 1f20 | 7c 09 7c 07 6a 17 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 07 6a 19 00 00 00 00 | |.|.j...................|.j..... |
| 1f40 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0d ab 01 00 00 00 00 00 00 7c 07 6a 1b 00 00 00 00 | ..............|.........|.j..... |
| 1f60 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0d ab 01 00 00 00 00 00 00 67 02 ab 01 00 00 00 00 | ..............|.........g....... |
| 1f80 | 00 00 7a 05 00 00 7c 04 7a 00 00 00 7d 0e 7c 0b 6a 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..z...|.z...}.|.j............... |
| 1fa0 | 00 00 00 00 74 1f 00 00 00 00 00 00 00 00 7c 0c 7c 0e ab 02 00 00 00 00 00 00 ab 01 00 00 00 00 | ....t.........|.|............... |
| 1fc0 | 00 00 01 00 7c 09 7c 08 7a 0d 00 00 7d 09 7c 0a 7c 02 7a 0d 00 00 7d 0a 8c 99 04 00 7c 06 81 17 | ....|.|.z...}.|.|.z...}.....|... |
| 1fe0 | 74 09 00 00 00 00 00 00 00 00 6a 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 | t.........j...................|. |
| 2000 | 7c 0b 7c 06 ab 03 00 00 00 00 00 00 01 00 7c 0b 53 00 29 09 61 24 07 00 00 50 6f 73 69 74 69 6f | |.|...........|.S.).a$...Positio |
| 2020 | 6e 20 6e 6f 64 65 73 20 69 6e 20 63 6f 6e 63 65 6e 74 72 69 63 20 63 69 72 63 6c 65 73 2e 0a 0a | n.nodes.in.concentric.circles... |
| 2040 | 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | ....Parameters.....----------... |
| 2060 | 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 6f 72 20 6c 69 73 74 20 6f 66 20 | ..G.:.NetworkX.graph.or.list.of. |
| 2080 | 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 41 20 70 6f 73 69 74 69 6f 6e 20 77 69 6c 6c 20 62 65 | nodes.........A.position.will.be |
| 20a0 | 20 61 73 73 69 67 6e 65 64 20 74 6f 20 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 47 2e 0a 0a 20 | .assigned.to.every.node.in.G.... |
| 20c0 | 20 20 20 6e 6c 69 73 74 20 3a 20 6c 69 73 74 20 6f 66 20 6c 69 73 74 73 0a 20 20 20 20 20 20 20 | ...nlist.:.list.of.lists........ |
| 20e0 | 4c 69 73 74 20 6f 66 20 6e 6f 64 65 20 6c 69 73 74 73 20 66 6f 72 20 65 61 63 68 20 73 68 65 6c | List.of.node.lists.for.each.shel |
| 2100 | 6c 2e 0a 0a 20 20 20 20 72 6f 74 61 74 65 20 3a 20 61 6e 67 6c 65 20 69 6e 20 72 61 64 69 61 6e | l.......rotate.:.angle.in.radian |
| 2120 | 73 20 28 64 65 66 61 75 6c 74 3d 70 69 2f 6c 65 6e 28 6e 6c 69 73 74 29 29 0a 20 20 20 20 20 20 | s.(default=pi/len(nlist))....... |
| 2140 | 20 41 6e 67 6c 65 20 62 79 20 77 68 69 63 68 20 74 6f 20 72 6f 74 61 74 65 20 74 68 65 20 73 74 | .Angle.by.which.to.rotate.the.st |
| 2160 | 61 72 74 69 6e 67 20 70 6f 73 69 74 69 6f 6e 20 6f 66 20 65 61 63 68 20 73 68 65 6c 6c 0a 20 20 | arting.position.of.each.shell... |
| 2180 | 20 20 20 20 20 72 65 6c 61 74 69 76 65 20 74 6f 20 74 68 65 20 73 74 61 72 74 69 6e 67 20 70 6f | .....relative.to.the.starting.po |
| 21a0 | 73 69 74 69 6f 6e 20 6f 66 20 74 68 65 20 70 72 65 76 69 6f 75 73 20 73 68 65 6c 6c 2e 0a 20 20 | sition.of.the.previous.shell.... |
| 21c0 | 20 20 20 20 20 54 6f 20 72 65 63 72 65 61 74 65 20 62 65 68 61 76 69 6f 72 20 62 65 66 6f 72 65 | .....To.recreate.behavior.before |
| 21e0 | 20 76 32 2e 35 20 75 73 65 20 72 6f 74 61 74 65 3d 30 2e 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a | .v2.5.use.rotate=0.......scale.: |
| 2200 | 20 6e 75 6d 62 65 72 20 28 64 65 66 61 75 6c 74 3a 20 31 29 0a 20 20 20 20 20 20 20 20 53 63 61 | .number.(default:.1).........Sca |
| 2220 | 6c 65 20 66 61 63 74 6f 72 20 66 6f 72 20 70 6f 73 69 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 63 65 | le.factor.for.positions.......ce |
| 2240 | 6e 74 65 72 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 72 20 4e 6f 6e 65 0a 20 20 20 20 20 20 | nter.:.array-like.or.None....... |
| 2260 | 20 20 43 6f 6f 72 64 69 6e 61 74 65 20 70 61 69 72 20 61 72 6f 75 6e 64 20 77 68 69 63 68 20 74 | ..Coordinate.pair.around.which.t |
| 2280 | 6f 20 63 65 6e 74 65 72 20 74 68 65 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 64 69 6d 20 3a 20 | o.center.the.layout.......dim.:. |
| 22a0 | 69 6e 74 0a 20 20 20 20 20 20 20 20 44 69 6d 65 6e 73 69 6f 6e 20 6f 66 20 6c 61 79 6f 75 74 2c | int.........Dimension.of.layout, |
| 22c0 | 20 63 75 72 72 65 6e 74 6c 79 20 6f 6e 6c 79 20 64 69 6d 3d 32 20 69 73 20 73 75 70 70 6f 72 74 | .currently.only.dim=2.is.support |
| 22e0 | 65 64 2e 0a 20 20 20 20 20 20 20 20 4f 74 68 65 72 20 64 69 6d 65 6e 73 69 6f 6e 20 76 61 6c 75 | ed..........Other.dimension.valu |
| 2300 | 65 73 20 72 65 73 75 6c 74 20 69 6e 20 61 20 56 61 6c 75 65 45 72 72 6f 72 2e 0a 0a 20 20 20 20 | es.result.in.a.ValueError....... |
| 2320 | 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 | store_pos_as.:.str,.default.None |
| 2340 | 0a 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 | .........If.non-None,.the.positi |
| 2360 | 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f | on.of.each.node.will.be.stored.o |
| 2380 | 6e 20 74 68 65 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 | n.the.graph.as.........an.attrib |
| 23a0 | 75 74 65 20 77 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d 65 | ute.with.this.string.as.its.name |
| 23c0 | 2c 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 20 | ,.which.can.be.accessed.with.... |
| 23e0 | 20 20 20 20 20 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 73 | .....``G.nodes[...][store_pos_as |
| 2400 | 5d 60 60 2e 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 | ]``..The.function.still.returns. |
| 2420 | 74 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 | the.dictionary.......Returns.... |
| 2440 | 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 0a 20 20 20 20 20 20 20 20 | .-------.....pos.:.dict......... |
| 2460 | 41 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 | A.dictionary.of.positions.keyed. |
| 2480 | 62 79 20 6e 6f 64 65 0a 0a 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 | by.node......Raises.....------.. |
| 24a0 | 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 49 66 20 64 69 6d 20 21 3d 20 | ...ValueError.........If.dim.!=. |
| 24c0 | 32 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | 2......Examples.....--------.... |
| 24e0 | 20 3e 3e 3e 20 66 72 6f 6d 20 70 70 72 69 6e 74 20 69 6d 70 6f 72 74 20 70 70 72 69 6e 74 0a 20 | .>>>.from.pprint.import.pprint.. |
| 2500 | 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 70 61 74 68 5f 67 72 61 70 68 28 34 29 0a 20 20 20 20 | ...>>>.G.=.nx.path_graph(4)..... |
| 2520 | 3e 3e 3e 20 73 68 65 6c 6c 73 20 3d 20 5b 5b 30 5d 2c 20 5b 31 2c 20 32 2c 20 33 5d 5d 0a 20 20 | >>>.shells.=.[[0],.[1,.2,.3]]... |
| 2540 | 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 73 68 65 6c 6c 5f 6c 61 79 6f 75 74 28 47 2c 20 73 | ..>>>.pos.=.nx.shell_layout(G,.s |
| 2560 | 68 65 6c 6c 73 29 0a 20 20 20 20 3e 3e 3e 20 23 20 73 75 70 70 72 65 73 73 20 74 68 65 20 72 65 | hells).....>>>.#.suppress.the.re |
| 2580 | 74 75 72 6e 65 64 20 64 69 63 74 20 61 6e 64 20 73 74 6f 72 65 20 6f 6e 20 74 68 65 20 67 72 61 | turned.dict.and.store.on.the.gra |
| 25a0 | 70 68 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 3e 3e 3e 20 5f 20 3d 20 6e 78 2e 73 68 65 6c 6c | ph.directly.....>>>._.=.nx.shell |
| 25c0 | 5f 6c 61 79 6f 75 74 28 47 2c 20 73 68 65 6c 6c 73 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 3d | _layout(G,.shells,.store_pos_as= |
| 25e0 | 22 70 6f 73 22 29 0a 20 20 20 20 3e 3e 3e 20 70 70 72 69 6e 74 28 6e 78 2e 67 65 74 5f 6e 6f 64 | "pos").....>>>.pprint(nx.get_nod |
| 2600 | 65 5f 61 74 74 72 69 62 75 74 65 73 28 47 2c 20 22 70 6f 73 22 29 29 0a 20 20 20 20 7b 30 3a 20 | e_attributes(G,."pos")).....{0:. |
| 2620 | 61 72 72 61 79 28 5b 30 2e 2c 20 30 2e 5d 29 2c 0a 20 20 20 20 20 31 3a 20 61 72 72 61 79 28 5b | array([0.,.0.]),......1:.array([ |
| 2640 | 2d 35 2e 30 30 30 30 30 30 30 30 65 2d 30 31 2c 20 2d 34 2e 33 37 31 31 33 38 38 33 65 2d 30 38 | -5.00000000e-01,.-4.37113883e-08 |
| 2660 | 5d 29 2c 0a 20 20 20 20 20 32 3a 20 61 72 72 61 79 28 5b 20 30 2e 32 34 39 39 39 39 39 36 2c 20 | ]),......2:.array([.0.24999996,. |
| 2680 | 2d 30 2e 34 33 33 30 31 32 37 32 5d 29 2c 0a 20 20 20 20 20 33 3a 20 61 72 72 61 79 28 5b 30 2e | -0.43301272]),......3:.array([0. |
| 26a0 | 32 34 39 39 39 39 38 31 2c 20 30 2e 34 33 33 30 31 32 38 31 5d 29 7d 0a 0a 20 20 20 20 4e 6f 74 | 24999981,.0.43301281])}......Not |
| 26c0 | 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 54 68 69 73 20 61 6c 67 6f 72 69 74 68 6d 20 | es.....-----.....This.algorithm. |
| 26e0 | 63 75 72 72 65 6e 74 6c 79 20 6f 6e 6c 79 20 77 6f 72 6b 73 20 69 6e 20 74 77 6f 20 64 69 6d 65 | currently.only.works.in.two.dime |
| 2700 | 6e 73 69 6f 6e 73 20 61 6e 64 20 64 6f 65 73 20 6e 6f 74 0a 20 20 20 20 74 72 79 20 74 6f 20 6d | nsions.and.does.not.....try.to.m |
| 2720 | 69 6e 69 6d 69 7a 65 20 65 64 67 65 20 63 72 6f 73 73 69 6e 67 73 2e 0a 0a 20 20 20 20 72 02 00 | inimize.edge.crossings.......r.. |
| 2740 | 00 00 4e 72 28 00 00 00 fa 1c 63 61 6e 20 6f 6e 6c 79 20 68 61 6e 64 6c 65 20 32 20 64 69 6d 65 | ..Nr(.....can.only.handle.2.dime |
| 2760 | 6e 73 69 6f 6e 73 72 33 00 00 00 e7 00 00 00 00 00 00 00 00 46 29 02 da 08 65 6e 64 70 6f 69 6e | nsionsr3............F)...endpoin |
| 2780 | 74 da 05 64 74 79 70 65 29 11 72 15 00 00 00 72 1d 00 00 00 72 25 00 00 00 72 1c 00 00 00 72 17 | t..dtype).r....r....r%...r....r. |
| 27a0 | 00 00 00 72 39 00 00 00 72 3a 00 00 00 da 04 6c 69 73 74 72 3c 00 00 00 72 3b 00 00 00 72 2c 00 | ...r9...r:.....listr<...r;...r,. |
| 27c0 | 00 00 72 3d 00 00 00 72 3e 00 00 00 72 3f 00 00 00 da 06 75 70 64 61 74 65 72 2e 00 00 00 72 2f | ..r=...r>...r?.....updater....r/ |
| 27e0 | 00 00 00 29 0f 72 1e 00 00 00 da 05 6e 6c 69 73 74 da 06 72 6f 74 61 74 65 72 37 00 00 00 72 1f | ...).r......nlist..rotater7...r. |
| 2800 | 00 00 00 72 20 00 00 00 72 31 00 00 00 72 21 00 00 00 da 0b 72 61 64 69 75 73 5f 62 75 6d 70 da | ...r....r1...r!.....radius_bump. |
| 2820 | 06 72 61 64 69 75 73 da 0b 66 69 72 73 74 5f 74 68 65 74 61 da 04 6e 70 6f 73 da 05 6e 6f 64 65 | .radius..first_theta..npos..node |
| 2840 | 73 72 41 00 00 00 72 32 00 00 00 73 0f 00 00 00 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 | srA...r2...s...................r |
| 2860 | 24 00 00 00 72 0b 00 00 00 72 0b 00 00 00 d6 00 00 00 73 75 01 00 00 80 00 f3 7e 01 00 05 17 e0 | $...r....r........su......~..... |
| 2880 | 07 0a 88 61 82 78 dc 0e 18 d0 19 37 d3 0e 38 d0 08 38 e4 10 1f a0 01 a0 36 a8 33 d3 10 2f 81 49 | ...a.x.....7..8..8......6.3../.I |
| 28a0 | 80 41 80 76 e4 07 0a 88 31 83 76 90 11 82 7b d8 0f 11 88 09 dc 07 0a 88 31 83 76 90 11 82 7b dc | .A.v....1.v...{.........1.v...{. |
| 28c0 | 10 12 97 08 91 08 d7 10 2a d1 10 2a a8 31 d3 10 2d a8 76 d0 0f 36 d0 08 36 e0 07 0c 80 7d e4 11 | ........*..*.1..-.v..6..6....}.. |
| 28e0 | 15 90 61 93 17 90 09 88 05 e0 12 17 9c 23 98 65 9b 2a d1 12 24 80 4b e4 07 0a 88 35 90 11 89 38 | ..a..........#.e.*..$.K....5...8 |
| 2900 | 83 7d 98 01 d2 07 19 e0 11 14 89 06 f0 06 00 12 1d 88 06 e0 07 0d 80 7e d8 11 13 97 15 91 15 9c | .}.....................~........ |
| 2920 | 13 98 55 9b 1a d1 11 23 88 06 d8 12 18 80 4b d8 0b 0d 80 44 d8 11 16 f2 00 09 05 1e 88 05 f0 06 | ..U....#......K....D............ |
| 2940 | 00 0d 0f 8f 4b 89 4b 98 01 98 31 98 72 9f 75 99 75 99 39 a4 63 a8 25 a3 6a b8 35 c8 02 cf 0a c9 | ....K.K...1.r.u.u.9.c.%.j.5..... |
| 2960 | 0a 88 4b d3 0c 53 d8 0e 19 f1 03 01 0d 1a f0 03 00 09 0e f0 08 00 0f 15 90 72 97 7f 91 7f a8 02 | ..K..S...................r...... |
| 2980 | af 06 a9 06 a8 75 ab 0d b0 72 b7 76 b1 76 b8 65 b3 7d d0 27 45 d3 17 46 d1 0e 46 c8 16 d1 0e 4f | .....u...r.v.v.e.}.'E..F..F....O |
| 29a0 | 88 03 d8 08 0c 8f 0b 89 0b 94 43 98 05 98 73 93 4f d4 08 24 d8 08 0e 90 2b d1 08 1d 88 06 d8 08 | ..........C...s.O..$....+....... |
| 29c0 | 13 90 76 d1 08 1d 89 0b f0 13 09 05 1e f0 16 00 08 14 d0 07 1f dc 08 0a d7 08 1e d1 08 1e 98 71 | ..v............................q |
| 29e0 | a0 24 a8 0c d4 08 35 d8 0b 0f 80 4b 72 26 00 00 00 da 08 76 65 72 74 69 63 61 6c 63 07 00 00 00 | .$....5....Kr&.....verticalc.... |
| 2a00 | 00 00 00 00 00 00 00 00 07 00 00 00 03 00 00 00 f3 4c 03 00 00 97 00 64 01 64 02 6c 00 7d 07 7c | .................L.....d.d.l.}.| |
| 2a20 | 02 64 03 76 01 72 0d 64 04 7d 08 74 03 00 00 00 00 00 00 00 00 7c 08 ab 01 00 00 00 00 00 00 82 | .d.v.r.d.}.t.........|.......... |
| 2a40 | 01 74 05 00 00 00 00 00 00 00 00 7c 00 7c 04 64 05 ac 06 ab 03 00 00 00 00 00 00 5c 02 00 00 7d | .t.........|.|.d...........\...} |
| 2a60 | 00 7d 04 74 07 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 01 6b 28 00 00 72 02 69 | .}.t.........|.........d.k(..r.i |
| 2a80 | 00 53 00 64 07 7d 09 7c 05 7c 09 7a 05 00 00 7d 0a 7c 0a 64 05 7a 0b 00 00 7c 09 64 05 7a 0b 00 | .S.d.}.|.|.z...}.|.d.z...|.d.z.. |
| 2aa0 | 00 66 02 7d 0b 7c 01 80 2e 74 08 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 | .f.}.|...t.........j............ |
| 2ac0 | 00 00 00 00 00 00 00 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab 01 00 | .......j...................|.... |
| 2ae0 | 00 00 00 00 00 5c 02 00 00 7d 0c 7d 0d 74 0f 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 | .....\...}.}.t.........|........ |
| 2b00 | 00 7d 01 6e 30 74 11 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7d 0c 74 11 00 00 00 | .}.n0t.........|.........}.t.... |
| 2b20 | 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 7c 0c 7a 0a 00 00 7d 0d 74 0f 00 00 00 00 00 00 00 | .....|.........|.z...}.t........ |
| 2b40 | 00 7c 0c ab 01 00 00 00 00 00 00 74 0f 00 00 00 00 00 00 00 00 7c 0d ab 01 00 00 00 00 00 00 7a | .|.........t.........|.........z |
| 2b60 | 00 00 00 7d 01 7c 07 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 74 07 00 | ...}.|.j...................d.t.. |
| 2b80 | 00 00 00 00 00 00 00 7c 0c ab 01 00 00 00 00 00 00 ab 02 00 00 00 00 00 00 7d 0e 7c 07 6a 13 00 | .......|.................}.|.j.. |
| 2ba0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0a 74 07 00 00 00 00 00 00 00 00 7c 0d ab | .................|.t.........|.. |
| 2bc0 | 01 00 00 00 00 00 00 ab 02 00 00 00 00 00 00 7d 0f 7c 07 6a 15 00 00 00 00 00 00 00 00 00 00 00 | ...............}.|.j............ |
| 2be0 | 00 00 00 00 00 00 00 64 01 7c 09 74 07 00 00 00 00 00 00 00 00 7c 0c ab 01 00 00 00 00 00 00 ab | .......d.|.t.........|.......... |
| 2c00 | 03 00 00 00 00 00 00 7d 10 7c 07 6a 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 | .......}.|.j...................d |
| 2c20 | 01 7c 09 74 07 00 00 00 00 00 00 00 00 7c 0d ab 01 00 00 00 00 00 00 ab 03 00 00 00 00 00 00 7d | .|.t.........|.................} |
| 2c40 | 11 7c 07 6a 17 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0e 7c 10 67 02 ab 01 00 | .|.j...................|.|.g.... |
| 2c60 | 00 00 00 00 00 7c 0b 7a 0a 00 00 7d 12 7c 07 6a 17 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .....|.z...}.|.j................ |
| 2c80 | 00 00 00 7c 0f 7c 11 67 02 ab 01 00 00 00 00 00 00 7c 0b 7a 0a 00 00 7d 13 7c 07 6a 19 00 00 00 | ...|.|.g.........|.z...}.|.j.... |
| 2ca0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 12 7c 13 67 02 ab 01 00 00 00 00 00 00 7d 14 74 | ...............|.|.g.........}.t |
| 2cc0 | 1b 00 00 00 00 00 00 00 00 7c 14 7c 03 ac 08 ab 02 00 00 00 00 00 00 7c 04 7a 00 00 00 7d 14 7c | .........|.|...........|.z...}.| |
| 2ce0 | 02 64 09 6b 28 00 00 72 0c 7c 14 64 02 64 02 85 02 64 02 64 02 64 0a 85 03 66 02 19 00 00 00 7d | .d.k(..r.|.d.d...d.d.d...f.....} |
| 2d00 | 14 74 1d 00 00 00 00 00 00 00 00 74 1f 00 00 00 00 00 00 00 00 7c 01 7c 14 ab 02 00 00 00 00 00 | .t.........t.........|.|........ |
| 2d20 | 00 ab 01 00 00 00 00 00 00 7d 14 7c 06 81 17 74 09 00 00 00 00 00 00 00 00 6a 20 00 00 00 00 00 | .........}.|...t.........j...... |
| 2d40 | 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 14 7c 06 ab 03 00 00 00 00 00 00 01 00 7c 14 53 | .............|.|.|...........|.S |
| 2d60 | 00 29 0b 61 60 09 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 73 20 69 6e 20 74 77 6f 20 73 74 | .).a`...Position.nodes.in.two.st |
| 2d80 | 72 61 69 67 68 74 20 6c 69 6e 65 73 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 | raight.lines.......Parameters... |
| 2da0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 | ..----------.....G.:.NetworkX.gr |
| 2dc0 | 61 70 68 20 6f 72 20 6c 69 73 74 20 6f 66 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 41 20 70 | aph.or.list.of.nodes.........A.p |
| 2de0 | 6f 73 69 74 69 6f 6e 20 77 69 6c 6c 20 62 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 65 76 65 72 | osition.will.be.assigned.to.ever |
| 2e00 | 79 20 6e 6f 64 65 20 69 6e 20 47 2e 0a 0a 20 20 20 20 6e 6f 64 65 73 20 3a 20 63 6f 6c 6c 65 63 | y.node.in.G.......nodes.:.collec |
| 2e20 | 74 69 6f 6e 20 6f 66 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 4e 6f 64 65 73 20 69 6e 20 6f | tion.of.nodes.........Nodes.in.o |
| 2e40 | 6e 65 20 6e 6f 64 65 20 73 65 74 20 6f 66 20 74 68 65 20 67 72 61 70 68 2e 20 54 68 69 73 20 73 | ne.node.set.of.the.graph..This.s |
| 2e60 | 65 74 20 77 69 6c 6c 20 62 65 20 70 6c 61 63 65 64 20 6f 6e 0a 20 20 20 20 20 20 20 20 6c 65 66 | et.will.be.placed.on.........lef |
| 2e80 | 74 20 6f 72 20 74 6f 70 2e 20 49 66 20 60 4e 6f 6e 65 60 20 28 74 68 65 20 64 65 66 61 75 6c 74 | t.or.top..If.`None`.(the.default |
| 2ea0 | 29 2c 20 61 20 6e 6f 64 65 20 73 65 74 20 69 73 20 63 68 6f 73 65 6e 20 61 72 62 69 74 72 61 72 | ),.a.node.set.is.chosen.arbitrar |
| 2ec0 | 69 6c 79 0a 20 20 20 20 20 20 20 20 69 66 20 74 68 65 20 67 72 61 70 68 20 69 66 20 62 69 70 61 | ily.........if.the.graph.if.bipa |
| 2ee0 | 72 74 69 74 65 2e 0a 0a 20 20 20 20 61 6c 69 67 6e 20 3a 20 73 74 72 69 6e 67 20 28 64 65 66 61 | rtite.......align.:.string.(defa |
| 2f00 | 75 6c 74 3d 27 76 65 72 74 69 63 61 6c 27 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 61 6c 69 67 | ult='vertical').........The.alig |
| 2f20 | 6e 6d 65 6e 74 20 6f 66 20 6e 6f 64 65 73 2e 20 56 65 72 74 69 63 61 6c 20 6f 72 20 68 6f 72 69 | nment.of.nodes..Vertical.or.hori |
| 2f40 | 7a 6f 6e 74 61 6c 2e 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a 20 6e 75 6d 62 65 72 20 28 64 65 66 | zontal.......scale.:.number.(def |
| 2f60 | 61 75 6c 74 3a 20 31 29 0a 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 66 61 63 74 6f 72 20 66 6f | ault:.1).........Scale.factor.fo |
| 2f80 | 72 20 70 6f 73 69 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 63 65 6e 74 65 72 20 3a 20 61 72 72 61 79 | r.positions.......center.:.array |
| 2fa0 | 2d 6c 69 6b 65 20 6f 72 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 43 6f 6f 72 64 69 6e 61 74 65 | -like.or.None.........Coordinate |
| 2fc0 | 20 70 61 69 72 20 61 72 6f 75 6e 64 20 77 68 69 63 68 20 74 6f 20 63 65 6e 74 65 72 20 74 68 65 | .pair.around.which.to.center.the |
| 2fe0 | 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 61 73 70 65 63 74 5f 72 61 74 69 6f 20 3a 20 6e 75 6d | .layout.......aspect_ratio.:.num |
| 3000 | 62 65 72 20 28 64 65 66 61 75 6c 74 3d 34 2f 33 29 3a 0a 20 20 20 20 20 20 20 20 54 68 65 20 72 | ber.(default=4/3):.........The.r |
| 3020 | 61 74 69 6f 20 6f 66 20 74 68 65 20 77 69 64 74 68 20 74 6f 20 74 68 65 20 68 65 69 67 68 74 20 | atio.of.the.width.to.the.height. |
| 3040 | 6f 66 20 74 68 65 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 | of.the.layout.......store_pos_as |
| 3060 | 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 49 66 20 | .:.str,.default.None.........If. |
| 3080 | 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 6f 6e 20 6f 66 20 65 61 63 68 20 6e | non-None,.the.position.of.each.n |
| 30a0 | 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 | ode.will.be.stored.on.the.graph. |
| 30c0 | 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 75 74 65 20 77 69 74 68 20 74 68 69 | as.........an.attribute.with.thi |
| 30e0 | 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d 65 2c 20 77 68 69 63 68 20 63 61 6e 20 | s.string.as.its.name,.which.can. |
| 3100 | 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 60 60 47 2e 6e 6f 64 | be.accessed.with.........``G.nod |
| 3120 | 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 73 5d 60 60 2e 20 54 68 65 20 66 75 6e | es[...][store_pos_as]``..The.fun |
| 3140 | 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 74 68 65 20 64 69 63 74 69 6f 6e 61 | ction.still.returns.the.dictiona |
| 3160 | 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | ry.......Returns.....-------.... |
| 3180 | 20 70 6f 73 20 3a 20 64 69 63 74 0a 20 20 20 20 20 20 20 20 41 20 64 69 63 74 69 6f 6e 61 72 79 | .pos.:.dict.........A.dictionary |
| 31a0 | 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 62 79 20 6e 6f 64 65 2e 0a 0a 20 20 | .of.positions.keyed.by.node..... |
| 31c0 | 20 20 52 61 69 73 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 4e 65 74 77 6f 72 6b 58 | ..Raises.....------.....NetworkX |
| 31e0 | 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 49 66 20 60 60 6e 6f 64 65 73 3d 4e 6f 6e 65 60 60 20 | Error.........If.``nodes=None``. |
| 3200 | 61 6e 64 20 60 47 60 20 69 73 20 6e 6f 74 20 62 69 70 61 72 74 69 74 65 2e 0a 0a 20 20 20 20 45 | and.`G`.is.not.bipartite.......E |
| 3220 | 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 47 20 3d | xamples.....--------.....>>>.G.= |
| 3240 | 20 6e 78 2e 63 6f 6d 70 6c 65 74 65 5f 62 69 70 61 72 74 69 74 65 5f 67 72 61 70 68 28 33 2c 20 | .nx.complete_bipartite_graph(3,. |
| 3260 | 33 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 62 69 70 61 72 74 69 74 65 5f 6c 61 | 3).....>>>.pos.=.nx.bipartite_la |
| 3280 | 79 6f 75 74 28 47 29 0a 0a 20 20 20 20 54 68 65 20 6f 72 64 65 72 69 6e 67 20 6f 66 20 74 68 65 | yout(G)......The.ordering.of.the |
| 32a0 | 20 6c 61 79 6f 75 74 20 28 69 2e 65 2e 20 77 68 69 63 68 20 6e 6f 64 65 73 20 61 70 70 65 61 72 | .layout.(i.e..which.nodes.appear |
| 32c0 | 20 6f 6e 20 74 68 65 20 6c 65 66 74 2f 74 6f 70 29 20 63 61 6e 0a 20 20 20 20 62 65 20 73 70 65 | .on.the.left/top).can.....be.spe |
| 32e0 | 63 69 66 69 65 64 20 77 69 74 68 20 74 68 65 20 60 6e 6f 64 65 73 60 20 70 61 72 61 6d 65 74 65 | cified.with.the.`nodes`.paramete |
| 3300 | 72 3a 0a 0a 20 20 20 20 3e 3e 3e 20 74 6f 70 2c 20 62 6f 74 74 6f 6d 20 3d 20 6e 78 2e 62 69 70 | r:......>>>.top,.bottom.=.nx.bip |
| 3320 | 61 72 74 69 74 65 2e 73 65 74 73 28 47 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e | artite.sets(G).....>>>.pos.=.nx. |
| 3340 | 62 69 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 28 47 2c 20 6e 6f 64 65 73 3d 62 6f 74 74 6f 6d | bipartite_layout(G,.nodes=bottom |
| 3360 | 29 20 20 23 20 22 62 6f 74 74 6f 6d 22 20 73 65 74 20 61 70 70 65 61 72 73 20 6f 6e 20 74 68 65 | )..#."bottom".set.appears.on.the |
| 3380 | 20 6c 65 66 74 0a 0a 20 20 20 20 60 73 74 6f 72 65 5f 70 6f 73 5f 61 73 60 20 63 61 6e 20 62 65 | .left......`store_pos_as`.can.be |
| 33a0 | 20 75 73 65 64 20 74 6f 20 73 74 6f 72 65 20 74 68 65 20 6e 6f 64 65 20 70 6f 73 69 74 69 6f 6e | .used.to.store.the.node.position |
| 33c0 | 73 20 66 6f 72 20 74 68 65 20 63 6f 6d 70 75 74 65 64 20 6c 61 79 6f 75 74 0a 20 20 20 20 64 69 | s.for.the.computed.layout.....di |
| 33e0 | 72 65 63 74 6c 79 20 6f 6e 20 74 68 65 20 6e 6f 64 65 73 3a 0a 0a 20 20 20 20 3e 3e 3e 20 5f 20 | rectly.on.the.nodes:......>>>._. |
| 3400 | 3d 20 6e 78 2e 62 69 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 28 47 2c 20 6e 6f 64 65 73 3d 62 | =.nx.bipartite_layout(G,.nodes=b |
| 3420 | 6f 74 74 6f 6d 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 22 29 0a 20 20 20 20 3e | ottom,.store_pos_as="pos").....> |
| 3440 | 3e 3e 20 66 72 6f 6d 20 70 70 72 69 6e 74 20 69 6d 70 6f 72 74 20 70 70 72 69 6e 74 0a 20 20 20 | >>.from.pprint.import.pprint.... |
| 3460 | 20 3e 3e 3e 20 70 70 72 69 6e 74 28 6e 78 2e 67 65 74 5f 6e 6f 64 65 5f 61 74 74 72 69 62 75 74 | .>>>.pprint(nx.get_node_attribut |
| 3480 | 65 73 28 47 2c 20 22 70 6f 73 22 29 29 0a 20 20 20 20 7b 30 3a 20 61 72 72 61 79 28 5b 20 31 2e | es(G,."pos")).....{0:.array([.1. |
| 34a0 | 20 20 2c 20 2d 30 2e 37 35 5d 29 2c 0a 20 20 20 20 20 31 3a 20 61 72 72 61 79 28 5b 31 2e 2c 20 | ..,.-0.75]),......1:.array([1.,. |
| 34c0 | 30 2e 5d 29 2c 0a 20 20 20 20 20 32 3a 20 61 72 72 61 79 28 5b 31 2e 20 20 2c 20 30 2e 37 35 5d | 0.]),......2:.array([1...,.0.75] |
| 34e0 | 29 2c 0a 20 20 20 20 20 33 3a 20 61 72 72 61 79 28 5b 2d 31 2e 20 20 2c 20 2d 30 2e 37 35 5d 29 | ),......3:.array([-1...,.-0.75]) |
| 3500 | 2c 0a 20 20 20 20 20 34 3a 20 61 72 72 61 79 28 5b 2d 31 2e 2c 20 20 30 2e 5d 29 2c 0a 20 20 20 | ,......4:.array([-1.,..0.]),.... |
| 3520 | 20 20 35 3a 20 61 72 72 61 79 28 5b 2d 31 2e 20 20 2c 20 20 30 2e 37 35 5d 29 7d 0a 0a 0a 20 20 | ..5:.array([-1...,..0.75])}..... |
| 3540 | 20 20 54 68 65 20 60 60 62 69 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 60 60 20 66 75 6e 63 74 | ..The.``bipartite_layout``.funct |
| 3560 | 69 6f 6e 20 63 61 6e 20 62 65 20 75 73 65 64 20 77 69 74 68 20 6e 6f 6e 2d 62 69 70 61 72 74 69 | ion.can.be.used.with.non-biparti |
| 3580 | 74 65 20 67 72 61 70 68 73 0a 20 20 20 20 62 79 20 65 78 70 6c 69 63 69 74 6c 79 20 73 70 65 63 | te.graphs.....by.explicitly.spec |
| 35a0 | 69 66 79 69 6e 67 20 68 6f 77 20 74 68 65 20 6c 61 79 6f 75 74 20 73 68 6f 75 6c 64 20 62 65 20 | ifying.how.the.layout.should.be. |
| 35c0 | 70 61 72 74 69 74 69 6f 6e 65 64 20 77 69 74 68 20 60 6e 6f 64 65 73 60 3a 0a 0a 20 20 20 20 3e | partitioned.with.`nodes`:......> |
| 35e0 | 3e 3e 20 47 20 3d 20 6e 78 2e 63 6f 6d 70 6c 65 74 65 5f 67 72 61 70 68 28 35 29 20 20 23 20 4e | >>.G.=.nx.complete_graph(5)..#.N |
| 3600 | 6f 6e 2d 62 69 70 61 72 74 69 74 65 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 62 69 | on-bipartite.....>>>.pos.=.nx.bi |
| 3620 | 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 28 47 2c 20 6e 6f 64 65 73 3d 7b 30 2c 20 31 2c 20 32 | partite_layout(G,.nodes={0,.1,.2 |
| 3640 | 7d 29 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 54 68 69 73 | })......Notes.....-----.....This |
| 3660 | 20 61 6c 67 6f 72 69 74 68 6d 20 63 75 72 72 65 6e 74 6c 79 20 6f 6e 6c 79 20 77 6f 72 6b 73 20 | .algorithm.currently.only.works. |
| 3680 | 69 6e 20 74 77 6f 20 64 69 6d 65 6e 73 69 6f 6e 73 20 61 6e 64 20 64 6f 65 73 20 6e 6f 74 0a 20 | in.two.dimensions.and.does.not.. |
| 36a0 | 20 20 20 74 72 79 20 74 6f 20 6d 69 6e 69 6d 69 7a 65 20 65 64 67 65 20 63 72 6f 73 73 69 6e 67 | ...try.to.minimize.edge.crossing |
| 36c0 | 73 2e 0a 0a 20 20 20 20 72 02 00 00 00 4e a9 02 72 50 00 00 00 da 0a 68 6f 72 69 7a 6f 6e 74 61 | s.......r....N..rP.....horizonta |
| 36e0 | 6c fa 2c 61 6c 69 67 6e 20 6d 75 73 74 20 62 65 20 65 69 74 68 65 72 20 76 65 72 74 69 63 61 6c | l.,align.must.be.either.vertical |
| 3700 | 20 6f 72 20 68 6f 72 69 7a 6f 6e 74 61 6c 2e 72 28 00 00 00 a9 02 72 1f 00 00 00 72 20 00 00 00 | .or.horizontal.r(.....r....r.... |
| 3720 | 72 33 00 00 00 72 36 00 00 00 72 53 00 00 00 72 35 00 00 00 29 11 72 15 00 00 00 72 1d 00 00 00 | r3...r6...rS...r5...).r....r.... |
| 3740 | 72 25 00 00 00 72 1c 00 00 00 72 17 00 00 00 da 09 62 69 70 61 72 74 69 74 65 da 04 73 65 74 73 | r%...r....r......bipartite..sets |
| 3760 | 72 47 00 00 00 da 03 73 65 74 da 06 72 65 70 65 61 74 72 3b 00 00 00 72 3d 00 00 00 da 0b 63 6f | rG.....set..repeatr;...r=.....co |
| 3780 | 6e 63 61 74 65 6e 61 74 65 72 09 00 00 00 72 2d 00 00 00 72 2e 00 00 00 72 2f 00 00 00 29 15 72 | ncatenater....r-...r....r/...).r |
| 37a0 | 1e 00 00 00 72 4f 00 00 00 da 05 61 6c 69 67 6e 72 37 00 00 00 72 1f 00 00 00 da 0c 61 73 70 65 | ....rO.....alignr7...r......aspe |
| 37c0 | 63 74 5f 72 61 74 69 6f 72 31 00 00 00 72 21 00 00 00 72 23 00 00 00 da 06 68 65 69 67 68 74 da | ct_ratior1...r!...r#.....height. |
| 37e0 | 05 77 69 64 74 68 da 06 6f 66 66 73 65 74 da 03 74 6f 70 da 06 62 6f 74 74 6f 6d da 07 6c 65 66 | .width..offset..top..bottom..lef |
| 3800 | 74 5f 78 73 da 08 72 69 67 68 74 5f 78 73 da 07 6c 65 66 74 5f 79 73 da 08 72 69 67 68 74 5f 79 | t_xs..right_xs..left_ys..right_y |
| 3820 | 73 da 07 74 6f 70 5f 70 6f 73 da 0a 62 6f 74 74 6f 6d 5f 70 6f 73 72 32 00 00 00 73 15 00 00 00 | s..top_pos..bottom_posr2...s.... |
| 3840 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 24 00 00 00 72 04 00 00 00 72 | .....................r$...r....r |
| 3860 | 04 00 00 00 42 01 00 00 73 9f 01 00 00 80 00 f3 6c 02 00 05 17 e0 07 0c d0 14 2e d1 07 2e d8 0e | ....B...s.......l............... |
| 3880 | 3c 88 03 dc 0e 18 98 13 8b 6f d0 08 1d e4 10 1f a0 01 a8 26 b0 61 d4 10 38 81 49 80 41 80 76 dc | <........o.........&.a..8.I.A.v. |
| 38a0 | 07 0a 88 31 83 76 90 11 82 7b d8 0f 11 88 09 e0 0d 0e 80 46 d8 0c 18 98 36 d1 0c 21 80 45 d8 0e | ...1.v...{.........F....6..!.E.. |
| 38c0 | 13 90 61 89 69 98 16 a0 21 99 1a d0 0d 24 80 46 e0 07 0c 80 7d dc 16 18 97 6c 91 6c d7 16 27 d1 | ..a.i...!....$.F....}....l.l..'. |
| 38e0 | 16 27 a8 01 d3 16 2a 89 0b 88 03 88 56 dc 10 14 90 51 93 07 89 05 e4 0e 11 90 25 8b 6a 88 03 dc | .'....*.....V....Q........%.j... |
| 3900 | 11 14 90 51 93 16 98 23 91 1c 88 06 e4 10 14 90 53 93 09 9c 44 a0 16 9b 4c d1 10 28 88 05 e0 0e | ...Q...#........S...D...L..(.... |
| 3920 | 10 8f 69 89 69 98 01 9c 33 98 73 9b 38 d3 0e 24 80 47 d8 0f 11 8f 79 89 79 98 15 a4 03 a0 46 a3 | ..i.i...3.s.8..$.G....y.y.....F. |
| 3940 | 0b d3 0f 2c 80 48 d8 0e 10 8f 6b 89 6b 98 21 98 56 a4 53 a8 13 a3 58 d3 0e 2e 80 47 d8 0f 11 8f | ...,.H....k.k.!.V.S...X....G.... |
| 3960 | 7b 89 7b 98 31 98 66 a4 63 a8 26 a3 6b d3 0f 32 80 48 e0 0e 10 8f 6f 89 6f 98 77 a8 07 d0 1e 30 | {.{.1.f.c.&.k..2.H....o.o.w....0 |
| 3980 | d3 0e 31 b0 46 d1 0e 3a 80 47 d8 11 13 97 1f 91 1f a0 28 a8 48 d0 21 35 d3 11 36 b8 16 d1 11 3f | ..1.F..:.G........(.H.!5..6....? |
| 39a0 | 80 4a e0 0a 0c 8f 2e 89 2e 98 27 a0 3a d0 19 2e d3 0a 2f 80 43 dc 0a 18 98 13 a0 45 d4 0a 2a a8 | .J........'.:...../.C......E..*. |
| 39c0 | 56 d1 0a 33 80 43 d8 07 0c 90 0c d2 07 1c d8 0e 11 92 21 91 54 90 72 90 54 90 27 89 6c 88 03 dc | V..3.C............!.T.r.T.'.l... |
| 39e0 | 0a 0e 8c 73 90 35 98 23 8b 7f d3 0a 1f 80 43 e0 07 13 d0 07 1f dc 08 0a d7 08 1e d1 08 1e 98 71 | ...s.5.#......C................q |
| 3a00 | a0 23 a0 7c d4 08 34 e0 0b 0e 80 4a 72 26 00 00 00 e9 0a 00 00 00 da 06 77 65 69 67 68 74 da 04 | .#.|..4....Jr&..........weight.. |
| 3a20 | 61 75 74 6f e7 00 00 00 00 00 00 f0 3f 29 02 da 06 6d 65 74 68 6f 64 da 07 67 72 61 76 69 74 79 | auto........?)...method..gravity |
| 3a40 | 63 0c 00 00 00 00 00 00 00 02 00 00 00 0c 00 00 00 03 00 00 00 f3 22 05 00 00 97 00 64 01 64 02 | c.....................".....d.d. |
| 3a60 | 6c 00 7d 0e 7c 0c 64 03 76 01 72 0b 74 03 00 00 00 00 00 00 00 00 64 04 ab 01 00 00 00 00 00 00 | l.}.|.d.v.r.t.........d......... |
| 3a80 | 82 01 7c 0c 64 05 6b 28 00 00 72 12 74 05 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 | ..|.d.k(..r.t.........|......... |
| 3aa0 | 64 06 6b 02 00 00 72 02 64 07 6e 01 64 08 7d 0c 74 07 00 00 00 00 00 00 00 00 7c 00 7c 08 7c 09 | d.k...r.d.n.d.}.t.........|.|.|. |
| 3ac0 | ab 03 00 00 00 00 00 00 5c 02 00 00 7d 00 7d 08 7c 03 81 68 7c 02 80 0b 74 03 00 00 00 00 00 00 | ........\...}.}.|..h|...t....... |
| 3ae0 | 00 00 64 09 ab 01 00 00 00 00 00 00 82 01 7c 03 44 00 5d 11 00 00 7d 0f 7c 0f 7c 02 76 01 73 01 | ..d...........|.D.]...}.|.|.v.s. |
| 3b00 | 8c 08 74 03 00 00 00 00 00 00 00 00 64 09 ab 01 00 00 00 00 00 00 82 01 04 00 74 09 00 00 00 00 | ..t.........d.............t..... |
| 3b20 | 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 44 00 8f 10 8f 0f 63 03 69 00 63 02 5d 08 00 00 5c 02 | ....|.........D.....c.i.c.]...\. |
| 3b40 | 00 00 7d 10 7d 0f 7c 0f 7c 10 93 02 8c 0a 04 00 7d 11 7d 10 7d 0f 7c 0e 6a 0b 00 00 00 00 00 00 | ..}.}.|.|.......}.}.}.|.j....... |
| 3b60 | 00 00 00 00 00 00 00 00 00 00 00 00 7c 03 44 00 8f 0f 63 02 67 00 63 02 5d 0c 00 00 7d 0f 7c 0f | ............|.D...c.g.c.]...}.|. |
| 3b80 | 7c 11 76 00 73 01 8c 08 7c 11 7c 0f 19 00 00 00 91 02 8c 0e 04 00 63 02 7d 0f ab 01 00 00 00 00 | |.v.s...|.|...........c.}....... |
| 3ba0 | 00 00 7d 03 7c 02 81 78 74 0d 00 00 00 00 00 00 00 00 64 0a 84 00 7c 02 6a 0f 00 00 00 00 00 00 | ..}.|..xt.........d...|.j....... |
| 3bc0 | 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 44 00 ab 00 00 00 00 00 00 00 ab 01 | ....................D........... |
| 3be0 | 00 00 00 00 00 00 7d 12 7c 12 64 01 6b 28 00 00 72 02 64 0b 7d 12 7c 0a 6a 11 00 00 00 00 00 00 | ......}.|.d.k(..r.d.}.|.j....... |
| 3c00 | 00 00 00 00 00 00 00 00 00 00 00 00 74 05 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 | ............t.........|......... |
| 3c20 | 7c 09 ab 02 00 00 00 00 00 00 7c 12 7a 05 00 00 7c 08 7a 00 00 00 7d 13 74 09 00 00 00 00 00 00 | |.........|.z...|.z...}.t....... |
| 3c40 | 00 00 7c 00 ab 01 00 00 00 00 00 00 44 00 5d 21 00 00 5c 02 00 00 7d 10 7d 14 7c 14 7c 02 76 00 | ..|.........D.]!..\...}.}.|.|.v. |
| 3c60 | 73 01 8c 0b 7c 0e 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 02 7c 14 19 00 | s...|.j...................|.|... |
| 3c80 | 00 00 ab 01 00 00 00 00 00 00 7c 13 7c 10 3c 00 00 00 8c 23 04 00 6e 04 64 02 7d 13 64 0b 7d 12 | ..........|.|.<....#..n.d.}.d.}. |
| 3ca0 | 74 05 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 01 6b 28 00 00 72 02 69 00 53 00 | t.........|.........d.k(..r.i.S. |
| 3cc0 | 74 05 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 0b 6b 28 00 00 72 4a 74 12 00 00 | t.........|.........d.k(..rJt... |
| 3ce0 | 00 00 00 00 00 00 6a 14 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 17 00 00 00 00 | ......j...................j..... |
| 3d00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 6a 19 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..............|.j............... |
| 3d20 | 00 00 00 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7c 08 69 01 7d 02 7c 0b 81 17 74 13 | ....................|.i.}.|...t. |
| 3d40 | 00 00 00 00 00 00 00 00 6a 1a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 02 | ........j...................|.|. |
| 3d60 | 7c 0b ab 03 00 00 00 00 00 00 01 00 7c 02 53 00 74 05 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 | |...........|.S.t.........|..... |
| 3d80 | 00 00 00 00 64 06 6b 5c 00 00 73 05 7c 0c 64 08 6b 28 00 00 72 54 74 13 00 00 00 00 00 00 00 00 | ....d.k\..s.|.d.k(..rTt......... |
| 3da0 | 6a 1c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 06 64 0c ac 0d ab 03 00 00 | j...................|.|.d....... |
| 3dc0 | 00 00 00 00 7d 15 7c 01 80 25 7c 03 81 23 7c 15 6a 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ....}.|..%|..#|.j............... |
| 3de0 | 00 00 00 00 5c 02 00 00 7d 16 7d 17 7c 12 7c 0e 6a 21 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ....\...}.}.|.|.j!.............. |
| 3e00 | 00 00 00 00 7c 16 ab 01 00 00 00 00 00 00 7a 0b 00 00 7d 01 74 23 00 00 00 00 00 00 00 00 7c 15 | ....|.........z...}.t#........|. |
| 3e20 | 7c 01 7c 13 7c 03 7c 04 7c 05 7c 09 7c 0a 7c 0c 7c 0d ab 0a 00 00 00 00 00 00 7d 02 6e 50 74 13 | |.|.|.|.|.|.|.|.|.........}.nPt. |
| 3e40 | 00 00 00 00 00 00 00 00 6a 24 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 06 | ........j$..................|.|. |
| 3e60 | ac 0e ab 02 00 00 00 00 00 00 7d 15 7c 01 80 25 7c 03 81 23 7c 15 6a 1e 00 00 00 00 00 00 00 00 | ..........}.|..%|..#|.j......... |
| 3e80 | 00 00 00 00 00 00 00 00 00 00 5c 02 00 00 7d 16 7d 17 7c 12 7c 0e 6a 21 00 00 00 00 00 00 00 00 | ..........\...}.}.|.|.j!........ |
| 3ea0 | 00 00 00 00 00 00 00 00 00 00 7c 16 ab 01 00 00 00 00 00 00 7a 0b 00 00 7d 01 74 27 00 00 00 00 | ..........|.........z...}.t'.... |
| 3ec0 | 00 00 00 00 7c 15 7c 01 7c 13 7c 03 7c 04 7c 05 7c 09 7c 0a ab 08 00 00 00 00 00 00 7d 02 7c 03 | ....|.|.|.|.|.|.|.|.........}.|. |
| 3ee0 | 80 12 7c 07 81 10 74 29 00 00 00 00 00 00 00 00 7c 02 7c 07 ac 0f ab 02 00 00 00 00 00 00 7c 08 | ..|...t)........|.|...........|. |
| 3f00 | 7a 00 00 00 7d 02 74 2b 00 00 00 00 00 00 00 00 74 2d 00 00 00 00 00 00 00 00 7c 00 7c 02 ab 02 | z...}.t+........t-........|.|... |
| 3f20 | 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 02 7c 0b 81 17 74 13 00 00 00 00 00 00 00 00 6a 1a | ..............}.|...t.........j. |
| 3f40 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 02 7c 0b ab 03 00 00 00 00 00 00 | ..................|.|.|......... |
| 3f60 | 01 00 7c 02 53 00 63 02 01 00 63 03 7d 0f 7d 10 77 00 63 02 01 00 63 02 7d 0f 77 00 29 10 61 b0 | ..|.S.c...c.}.}.w.c...c.}.w.).a. |
| 3f80 | 13 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 73 20 75 73 69 6e 67 20 46 72 75 63 68 74 65 72 | ...Position.nodes.using.Fruchter |
| 3fa0 | 6d 61 6e 2d 52 65 69 6e 67 6f 6c 64 20 66 6f 72 63 65 2d 64 69 72 65 63 74 65 64 20 61 6c 67 6f | man-Reingold.force-directed.algo |
| 3fc0 | 72 69 74 68 6d 2e 0a 0a 20 20 20 20 54 68 65 20 61 6c 67 6f 72 69 74 68 6d 20 73 69 6d 75 6c 61 | rithm.......The.algorithm.simula |
| 3fe0 | 74 65 73 20 61 20 66 6f 72 63 65 2d 64 69 72 65 63 74 65 64 20 72 65 70 72 65 73 65 6e 74 61 74 | tes.a.force-directed.representat |
| 4000 | 69 6f 6e 20 6f 66 20 74 68 65 20 6e 65 74 77 6f 72 6b 0a 20 20 20 20 74 72 65 61 74 69 6e 67 20 | ion.of.the.network.....treating. |
| 4020 | 65 64 67 65 73 20 61 73 20 73 70 72 69 6e 67 73 20 68 6f 6c 64 69 6e 67 20 6e 6f 64 65 73 20 63 | edges.as.springs.holding.nodes.c |
| 4040 | 6c 6f 73 65 2c 20 77 68 69 6c 65 20 74 72 65 61 74 69 6e 67 20 6e 6f 64 65 73 0a 20 20 20 20 61 | lose,.while.treating.nodes.....a |
| 4060 | 73 20 72 65 70 65 6c 6c 69 6e 67 20 6f 62 6a 65 63 74 73 2c 20 73 6f 6d 65 74 69 6d 65 73 20 63 | s.repelling.objects,.sometimes.c |
| 4080 | 61 6c 6c 65 64 20 61 6e 20 61 6e 74 69 2d 67 72 61 76 69 74 79 20 66 6f 72 63 65 2e 0a 20 20 20 | alled.an.anti-gravity.force..... |
| 40a0 | 20 53 69 6d 75 6c 61 74 69 6f 6e 20 63 6f 6e 74 69 6e 75 65 73 20 75 6e 74 69 6c 20 74 68 65 20 | .Simulation.continues.until.the. |
| 40c0 | 70 6f 73 69 74 69 6f 6e 73 20 61 72 65 20 63 6c 6f 73 65 20 74 6f 20 61 6e 20 65 71 75 69 6c 69 | positions.are.close.to.an.equili |
| 40e0 | 62 72 69 75 6d 2e 0a 0a 20 20 20 20 54 68 65 72 65 20 61 72 65 20 73 6f 6d 65 20 68 61 72 64 2d | brium.......There.are.some.hard- |
| 4100 | 63 6f 64 65 64 20 76 61 6c 75 65 73 3a 20 6d 69 6e 69 6d 61 6c 20 64 69 73 74 61 6e 63 65 20 62 | coded.values:.minimal.distance.b |
| 4120 | 65 74 77 65 65 6e 0a 20 20 20 20 6e 6f 64 65 73 20 28 30 2e 30 31 29 20 61 6e 64 20 22 74 65 6d | etween.....nodes.(0.01).and."tem |
| 4140 | 70 65 72 61 74 75 72 65 22 20 6f 66 20 30 2e 31 20 74 6f 20 65 6e 73 75 72 65 20 6e 6f 64 65 73 | perature".of.0.1.to.ensure.nodes |
| 4160 | 20 64 6f 6e 27 74 20 66 6c 79 20 61 77 61 79 2e 0a 20 20 20 20 44 75 72 69 6e 67 20 74 68 65 20 | .don't.fly.away......During.the. |
| 4180 | 73 69 6d 75 6c 61 74 69 6f 6e 2c 20 60 6b 60 20 68 65 6c 70 73 20 64 65 74 65 72 6d 69 6e 65 20 | simulation,.`k`.helps.determine. |
| 41a0 | 74 68 65 20 64 69 73 74 61 6e 63 65 20 62 65 74 77 65 65 6e 20 6e 6f 64 65 73 2c 0a 20 20 20 20 | the.distance.between.nodes,..... |
| 41c0 | 74 68 6f 75 67 68 20 60 73 63 61 6c 65 60 20 61 6e 64 20 60 63 65 6e 74 65 72 60 20 64 65 74 65 | though.`scale`.and.`center`.dete |
| 41e0 | 72 6d 69 6e 65 20 74 68 65 20 73 69 7a 65 20 61 6e 64 20 70 6c 61 63 65 20 61 66 74 65 72 0a 20 | rmine.the.size.and.place.after.. |
| 4200 | 20 20 20 72 65 73 63 61 6c 69 6e 67 20 6f 63 63 75 72 73 20 61 74 20 74 68 65 20 65 6e 64 20 6f | ...rescaling.occurs.at.the.end.o |
| 4220 | 66 20 74 68 65 20 73 69 6d 75 6c 61 74 69 6f 6e 2e 0a 0a 20 20 20 20 46 69 78 69 6e 67 20 73 6f | f.the.simulation.......Fixing.so |
| 4240 | 6d 65 20 6e 6f 64 65 73 20 64 6f 65 73 6e 27 74 20 61 6c 6c 6f 77 20 74 68 65 6d 20 74 6f 20 6d | me.nodes.doesn't.allow.them.to.m |
| 4260 | 6f 76 65 20 69 6e 20 74 68 65 20 73 69 6d 75 6c 61 74 69 6f 6e 2e 0a 20 20 20 20 49 74 20 61 6c | ove.in.the.simulation......It.al |
| 4280 | 73 6f 20 74 75 72 6e 73 20 6f 66 66 20 74 68 65 20 72 65 73 63 61 6c 69 6e 67 20 66 65 61 74 75 | so.turns.off.the.rescaling.featu |
| 42a0 | 72 65 20 61 74 20 74 68 65 20 73 69 6d 75 6c 61 74 69 6f 6e 27 73 20 65 6e 64 2e 0a 20 20 20 20 | re.at.the.simulation's.end...... |
| 42c0 | 49 6e 20 61 64 64 69 74 69 6f 6e 2c 20 73 65 74 74 69 6e 67 20 60 73 63 61 6c 65 60 20 74 6f 20 | In.addition,.setting.`scale`.to. |
| 42e0 | 60 4e 6f 6e 65 60 20 74 75 72 6e 73 20 6f 66 66 20 72 65 73 63 61 6c 69 6e 67 2e 0a 0a 20 20 20 | `None`.turns.off.rescaling...... |
| 4300 | 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 | .Parameters.....----------.....G |
| 4320 | 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 6f 72 20 6c 69 73 74 20 6f 66 20 6e 6f 64 | .:.NetworkX.graph.or.list.of.nod |
| 4340 | 65 73 0a 20 20 20 20 20 20 20 20 41 20 70 6f 73 69 74 69 6f 6e 20 77 69 6c 6c 20 62 65 20 61 73 | es.........A.position.will.be.as |
| 4360 | 73 69 67 6e 65 64 20 74 6f 20 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 47 2e 0a 0a 20 20 20 20 | signed.to.every.node.in.G....... |
| 4380 | 6b 20 3a 20 66 6c 6f 61 74 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 | k.:.float.(default=None)........ |
| 43a0 | 20 4f 70 74 69 6d 61 6c 20 64 69 73 74 61 6e 63 65 20 62 65 74 77 65 65 6e 20 6e 6f 64 65 73 2e | .Optimal.distance.between.nodes. |
| 43c0 | 20 20 49 66 20 4e 6f 6e 65 20 74 68 65 20 64 69 73 74 61 6e 63 65 20 69 73 20 73 65 74 20 74 6f | ..If.None.the.distance.is.set.to |
| 43e0 | 0a 20 20 20 20 20 20 20 20 31 2f 73 71 72 74 28 6e 29 20 77 68 65 72 65 20 6e 20 69 73 20 74 68 | .........1/sqrt(n).where.n.is.th |
| 4400 | 65 20 6e 75 6d 62 65 72 20 6f 66 20 6e 6f 64 65 73 2e 20 20 49 6e 63 72 65 61 73 65 20 74 68 69 | e.number.of.nodes...Increase.thi |
| 4420 | 73 20 76 61 6c 75 65 0a 20 20 20 20 20 20 20 20 74 6f 20 6d 6f 76 65 20 6e 6f 64 65 73 20 66 61 | s.value.........to.move.nodes.fa |
| 4440 | 72 74 68 65 72 20 61 70 61 72 74 2e 0a 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 20 6f 72 20 | rther.apart.......pos.:.dict.or. |
| 4460 | 4e 6f 6e 65 20 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 | None..optional.(default=None)... |
| 4480 | 20 20 20 20 20 20 49 6e 69 74 69 61 6c 20 70 6f 73 69 74 69 6f 6e 73 20 66 6f 72 20 6e 6f 64 65 | ......Initial.positions.for.node |
| 44a0 | 73 20 61 73 20 61 20 64 69 63 74 69 6f 6e 61 72 79 20 77 69 74 68 20 6e 6f 64 65 20 61 73 20 6b | s.as.a.dictionary.with.node.as.k |
| 44c0 | 65 79 73 0a 20 20 20 20 20 20 20 20 61 6e 64 20 76 61 6c 75 65 73 20 61 73 20 61 20 63 6f 6f 72 | eys.........and.values.as.a.coor |
| 44e0 | 64 69 6e 61 74 65 20 6c 69 73 74 20 6f 72 20 74 75 70 6c 65 2e 20 20 49 66 20 4e 6f 6e 65 2c 20 | dinate.list.or.tuple...If.None,. |
| 4500 | 74 68 65 6e 20 75 73 65 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 20 69 6e 69 74 69 61 6c 20 | then.use.........random.initial. |
| 4520 | 70 6f 73 69 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 66 69 78 65 64 20 3a 20 6c 69 73 74 20 6f 72 20 | positions.......fixed.:.list.or. |
| 4540 | 4e 6f 6e 65 20 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 | None..optional.(default=None)... |
| 4560 | 20 20 20 20 20 20 4e 6f 64 65 73 20 74 6f 20 6b 65 65 70 20 66 69 78 65 64 20 61 74 20 69 6e 69 | ......Nodes.to.keep.fixed.at.ini |
| 4580 | 74 69 61 6c 20 70 6f 73 69 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 4e 6f 64 65 73 20 6e 6f 74 | tial.position..........Nodes.not |
| 45a0 | 20 69 6e 20 60 60 47 2e 6e 6f 64 65 73 60 60 20 61 72 65 20 69 67 6e 6f 72 65 64 2e 0a 20 20 20 | .in.``G.nodes``.are.ignored..... |
| 45c0 | 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 20 72 61 69 73 65 64 20 69 66 20 60 66 69 78 65 64 | .....ValueError.raised.if.`fixed |
| 45e0 | 60 20 73 70 65 63 69 66 69 65 64 20 61 6e 64 20 60 70 6f 73 60 20 6e 6f 74 2e 0a 0a 20 20 20 20 | `.specified.and.`pos`.not....... |
| 4600 | 69 74 65 72 61 74 69 6f 6e 73 20 3a 20 69 6e 74 20 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 | iterations.:.int..optional.(defa |
| 4620 | 75 6c 74 3d 35 30 29 0a 20 20 20 20 20 20 20 20 4d 61 78 69 6d 75 6d 20 6e 75 6d 62 65 72 20 6f | ult=50).........Maximum.number.o |
| 4640 | 66 20 69 74 65 72 61 74 69 6f 6e 73 20 74 61 6b 65 6e 0a 0a 20 20 20 20 74 68 72 65 73 68 6f 6c | f.iterations.taken......threshol |
| 4660 | 64 3a 20 66 6c 6f 61 74 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 20 3d 20 31 65 2d | d:.float.optional.(default.=.1e- |
| 4680 | 34 29 0a 20 20 20 20 20 20 20 20 54 68 72 65 73 68 6f 6c 64 20 66 6f 72 20 72 65 6c 61 74 69 76 | 4).........Threshold.for.relativ |
| 46a0 | 65 20 65 72 72 6f 72 20 69 6e 20 6e 6f 64 65 20 70 6f 73 69 74 69 6f 6e 20 63 68 61 6e 67 65 73 | e.error.in.node.position.changes |
| 46c0 | 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 69 74 65 72 61 74 69 6f 6e 20 73 74 6f 70 73 20 69 66 | ..........The.iteration.stops.if |
| 46e0 | 20 74 68 65 20 65 72 72 6f 72 20 69 73 20 62 65 6c 6f 77 20 74 68 69 73 20 74 68 72 65 73 68 6f | .the.error.is.below.this.thresho |
| 4700 | 6c 64 2e 0a 0a 20 20 20 20 77 65 69 67 68 74 20 3a 20 73 74 72 69 6e 67 20 6f 72 20 4e 6f 6e 65 | ld.......weight.:.string.or.None |
| 4720 | 20 20 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 27 77 65 69 67 68 74 27 29 0a 20 | ...optional.(default='weight').. |
| 4740 | 20 20 20 20 20 20 20 54 68 65 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 74 68 61 74 20 68 | .......The.edge.attribute.that.h |
| 4760 | 6f 6c 64 73 20 74 68 65 20 6e 75 6d 65 72 69 63 61 6c 20 76 61 6c 75 65 20 75 73 65 64 20 66 6f | olds.the.numerical.value.used.fo |
| 4780 | 72 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 64 67 65 20 77 65 69 67 68 74 2e 20 20 4c 61 72 67 | r.........the.edge.weight...Larg |
| 47a0 | 65 72 20 6d 65 61 6e 73 20 61 20 73 74 72 6f 6e 67 65 72 20 61 74 74 72 61 63 74 69 76 65 20 66 | er.means.a.stronger.attractive.f |
| 47c0 | 6f 72 63 65 2e 0a 20 20 20 20 20 20 20 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 61 6c 6c 20 | orce..........If.None,.then.all. |
| 47e0 | 65 64 67 65 20 77 65 69 67 68 74 73 20 61 72 65 20 31 2e 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a | edge.weights.are.1.......scale.: |
| 4800 | 20 6e 75 6d 62 65 72 20 6f 72 20 4e 6f 6e 65 20 28 64 65 66 61 75 6c 74 3a 20 31 29 0a 20 20 20 | .number.or.None.(default:.1).... |
| 4820 | 20 20 20 20 20 53 63 61 6c 65 20 66 61 63 74 6f 72 20 66 6f 72 20 70 6f 73 69 74 69 6f 6e 73 2e | .....Scale.factor.for.positions. |
| 4840 | 20 4e 6f 74 20 75 73 65 64 20 75 6e 6c 65 73 73 20 60 66 69 78 65 64 20 69 73 20 4e 6f 6e 65 60 | .Not.used.unless.`fixed.is.None` |
| 4860 | 2e 0a 20 20 20 20 20 20 20 20 49 66 20 73 63 61 6c 65 20 69 73 20 4e 6f 6e 65 2c 20 6e 6f 20 72 | ..........If.scale.is.None,.no.r |
| 4880 | 65 73 63 61 6c 69 6e 67 20 69 73 20 70 65 72 66 6f 72 6d 65 64 2e 0a 0a 20 20 20 20 63 65 6e 74 | escaling.is.performed.......cent |
| 48a0 | 65 72 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 72 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 | er.:.array-like.or.None......... |
| 48c0 | 43 6f 6f 72 64 69 6e 61 74 65 20 70 61 69 72 20 61 72 6f 75 6e 64 20 77 68 69 63 68 20 74 6f 20 | Coordinate.pair.around.which.to. |
| 48e0 | 63 65 6e 74 65 72 20 74 68 65 20 6c 61 79 6f 75 74 2e 0a 20 20 20 20 20 20 20 20 4e 6f 74 20 75 | center.the.layout..........Not.u |
| 4900 | 73 65 64 20 75 6e 6c 65 73 73 20 60 66 69 78 65 64 20 69 73 20 4e 6f 6e 65 60 2e 0a 0a 20 20 20 | sed.unless.`fixed.is.None`...... |
| 4920 | 20 64 69 6d 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 44 69 6d 65 6e 73 69 6f 6e 20 6f 66 20 | .dim.:.int.........Dimension.of. |
| 4940 | 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 73 65 65 64 20 3a 20 69 6e 74 2c 20 52 61 6e 64 6f 6d 53 | layout.......seed.:.int,.RandomS |
| 4960 | 74 61 74 65 20 69 6e 73 74 61 6e 63 65 20 6f 72 20 4e 6f 6e 65 20 20 6f 70 74 69 6f 6e 61 6c 20 | tate.instance.or.None..optional. |
| 4980 | 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 55 73 65 64 20 6f 6e 6c 79 | (default=None).........Used.only |
| 49a0 | 20 66 6f 72 20 74 68 65 20 69 6e 69 74 69 61 6c 20 70 6f 73 69 74 69 6f 6e 73 20 69 6e 20 74 68 | .for.the.initial.positions.in.th |
| 49c0 | 65 20 61 6c 67 6f 72 69 74 68 6d 2e 0a 20 20 20 20 20 20 20 20 53 65 74 20 74 68 65 20 72 61 6e | e.algorithm..........Set.the.ran |
| 49e0 | 64 6f 6d 20 73 74 61 74 65 20 66 6f 72 20 64 65 74 65 72 6d 69 6e 69 73 74 69 63 20 6e 6f 64 65 | dom.state.for.deterministic.node |
| 4a00 | 20 6c 61 79 6f 75 74 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 69 6e 74 2c 20 60 73 65 65 64 60 | .layouts..........If.int,.`seed` |
| 4a20 | 20 69 73 20 74 68 65 20 73 65 65 64 20 75 73 65 64 20 62 79 20 74 68 65 20 72 61 6e 64 6f 6d 20 | .is.the.seed.used.by.the.random. |
| 4a40 | 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2c 0a 20 20 20 20 20 20 20 20 69 66 20 6e 75 6d | number.generator,.........if.num |
| 4a60 | 70 79 2e 72 61 6e 64 6f 6d 2e 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 2c 20 | py.random.RandomState.instance,. |
| 4a80 | 60 73 65 65 64 60 20 69 73 20 74 68 65 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 6e 75 6d | `seed`.is.the.random.........num |
| 4aa0 | 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2c 0a 20 20 20 20 20 20 20 20 69 66 20 4e 6f 6e 65 2c 20 | ber.generator,.........if.None,. |
| 4ac0 | 74 68 65 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 20 69 73 20 74 | the.random.number.generator.is.t |
| 4ae0 | 68 65 20 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 20 75 73 65 64 0a 20 20 20 | he.RandomState.instance.used.... |
| 4b00 | 20 20 20 20 20 62 79 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 0a 0a 20 20 20 20 73 74 6f 72 65 | .....by.numpy.random.......store |
| 4b20 | 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 0a 20 20 20 20 | _pos_as.:.str,.default.None..... |
| 4b40 | 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 6f 6e 20 6f 66 | ....If.non-None,.the.position.of |
| 4b60 | 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f 6e 20 74 68 65 | .each.node.will.be.stored.on.the |
| 4b80 | 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 75 74 65 20 77 | .graph.as.........an.attribute.w |
| 4ba0 | 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d 65 2c 20 77 68 69 | ith.this.string.as.its.name,.whi |
| 4bc0 | 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 | ch.can.be.accessed.with......... |
| 4be0 | 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 73 5d 60 60 2e 20 | ``G.nodes[...][store_pos_as]``.. |
| 4c00 | 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 74 68 65 20 64 | The.function.still.returns.the.d |
| 4c20 | 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 6d 65 74 68 6f 64 20 3a 20 73 74 72 20 20 6f 70 | ictionary.......method.:.str..op |
| 4c40 | 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 27 61 75 74 6f 27 29 0a 20 20 20 20 20 20 20 20 | tional.(default='auto')......... |
| 4c60 | 54 68 65 20 6d 65 74 68 6f 64 20 74 6f 20 63 6f 6d 70 75 74 65 20 74 68 65 20 6c 61 79 6f 75 74 | The.method.to.compute.the.layout |
| 4c80 | 2e 0a 20 20 20 20 20 20 20 20 49 66 20 27 66 6f 72 63 65 27 2c 20 74 68 65 20 66 6f 72 63 65 2d | ..........If.'force',.the.force- |
| 4ca0 | 64 69 72 65 63 74 65 64 20 46 72 75 63 68 74 65 72 6d 61 6e 2d 52 65 69 6e 67 6f 6c 64 20 61 6c | directed.Fruchterman-Reingold.al |
| 4cc0 | 67 6f 72 69 74 68 6d 20 5b 31 5d 5f 20 69 73 20 75 73 65 64 2e 0a 20 20 20 20 20 20 20 20 49 66 | gorithm.[1]_.is.used..........If |
| 4ce0 | 20 27 65 6e 65 72 67 79 27 2c 20 74 68 65 20 65 6e 65 72 67 79 2d 62 61 73 65 64 20 6f 70 74 69 | .'energy',.the.energy-based.opti |
| 4d00 | 6d 69 7a 61 74 69 6f 6e 20 61 6c 67 6f 72 69 74 68 6d 20 5b 32 5d 5f 20 69 73 20 75 73 65 64 20 | mization.algorithm.[2]_.is.used. |
| 4d20 | 77 69 74 68 20 61 62 73 6f 6c 75 74 65 0a 20 20 20 20 20 20 20 20 76 61 6c 75 65 73 20 6f 66 20 | with.absolute.........values.of. |
| 4d40 | 65 64 67 65 20 77 65 69 67 68 74 73 20 61 6e 64 20 67 72 61 76 69 74 61 74 69 6f 6e 61 6c 20 66 | edge.weights.and.gravitational.f |
| 4d60 | 6f 72 63 65 73 20 61 63 74 69 6e 67 20 6f 6e 20 65 61 63 68 20 63 6f 6e 6e 65 63 74 65 64 20 63 | orces.acting.on.each.connected.c |
| 4d80 | 6f 6d 70 6f 6e 65 6e 74 2e 0a 20 20 20 20 20 20 20 20 49 66 20 27 61 75 74 6f 27 2c 20 77 65 20 | omponent..........If.'auto',.we. |
| 4da0 | 75 73 65 20 27 66 6f 72 63 65 27 20 69 66 20 60 60 6c 65 6e 28 47 29 20 3c 20 35 30 30 60 60 20 | use.'force'.if.``len(G).<.500``. |
| 4dc0 | 61 6e 64 20 27 65 6e 65 72 67 79 27 20 6f 74 68 65 72 77 69 73 65 2e 0a 0a 20 20 20 20 67 72 61 | and.'energy'.otherwise.......gra |
| 4de0 | 76 69 74 79 3a 20 66 6c 6f 61 74 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 31 2e | vity:.float.optional.(default=1. |
| 4e00 | 30 29 0a 20 20 20 20 20 20 20 20 55 73 65 64 20 6f 6e 6c 79 20 66 6f 72 20 74 68 65 20 6d 65 74 | 0).........Used.only.for.the.met |
| 4e20 | 68 6f 64 3d 27 65 6e 65 72 67 79 27 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 6f 73 69 74 69 | hod='energy'..........The.positi |
| 4e40 | 76 65 20 63 6f 65 66 66 69 63 69 65 6e 74 20 6f 66 20 67 72 61 76 69 74 61 74 69 6f 6e 61 6c 20 | ve.coefficient.of.gravitational. |
| 4e60 | 66 6f 72 63 65 73 20 70 65 72 20 63 6f 6e 6e 65 63 74 65 64 20 63 6f 6d 70 6f 6e 65 6e 74 2e 0a | forces.per.connected.component.. |
| 4e80 | 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 | .....Returns.....-------.....pos |
| 4ea0 | 20 3a 20 64 69 63 74 0a 20 20 20 20 20 20 20 20 41 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 | .:.dict.........A.dictionary.of. |
| 4ec0 | 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 62 79 20 6e 6f 64 65 0a 0a 20 20 20 20 45 78 61 | positions.keyed.by.node......Exa |
| 4ee0 | 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 | mples.....--------.....>>>.from. |
| 4f00 | 70 70 72 69 6e 74 20 69 6d 70 6f 72 74 20 70 70 72 69 6e 74 0a 20 20 20 20 3e 3e 3e 20 47 20 3d | pprint.import.pprint.....>>>.G.= |
| 4f20 | 20 6e 78 2e 70 61 74 68 5f 67 72 61 70 68 28 34 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 | .nx.path_graph(4).....>>>.pos.=. |
| 4f40 | 6e 78 2e 73 70 72 69 6e 67 5f 6c 61 79 6f 75 74 28 47 29 0a 20 20 20 20 3e 3e 3e 20 23 20 73 75 | nx.spring_layout(G).....>>>.#.su |
| 4f60 | 70 70 72 65 73 73 20 74 68 65 20 72 65 74 75 72 6e 65 64 20 64 69 63 74 20 61 6e 64 20 73 74 6f | ppress.the.returned.dict.and.sto |
| 4f80 | 72 65 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 3e 3e 3e | re.on.the.graph.directly.....>>> |
| 4fa0 | 20 5f 20 3d 20 6e 78 2e 73 70 72 69 6e 67 5f 6c 61 79 6f 75 74 28 47 2c 20 73 65 65 64 3d 31 32 | ._.=.nx.spring_layout(G,.seed=12 |
| 4fc0 | 33 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 22 29 0a 20 20 20 20 3e 3e 3e 20 70 | 3,.store_pos_as="pos").....>>>.p |
| 4fe0 | 70 72 69 6e 74 28 6e 78 2e 67 65 74 5f 6e 6f 64 65 5f 61 74 74 72 69 62 75 74 65 73 28 47 2c 20 | print(nx.get_node_attributes(G,. |
| 5000 | 22 70 6f 73 22 29 29 0a 20 20 20 20 7b 30 3a 20 61 72 72 61 79 28 5b 2d 30 2e 36 31 35 32 30 39 | "pos")).....{0:.array([-0.615209 |
| 5020 | 39 34 2c 20 2d 31 2e 20 20 20 20 20 20 20 20 5d 29 2c 0a 20 20 20 20 20 31 3a 20 61 72 72 61 79 | 94,.-1.........]),......1:.array |
| 5040 | 28 5b 2d 30 2e 32 31 38 34 30 39 36 35 2c 20 2d 30 2e 33 35 35 30 31 37 35 35 5d 29 2c 0a 20 20 | ([-0.21840965,.-0.35501755]),... |
| 5060 | 20 20 20 32 3a 20 61 72 72 61 79 28 5b 30 2e 32 31 38 34 31 32 36 34 2c 20 30 2e 33 35 35 30 32 | ...2:.array([0.21841264,.0.35502 |
| 5080 | 30 37 38 5d 29 2c 0a 20 20 20 20 20 33 3a 20 61 72 72 61 79 28 5b 30 2e 36 31 35 32 30 36 39 36 | 078]),......3:.array([0.61520696 |
| 50a0 | 2c 20 30 2e 39 39 39 39 39 36 37 37 5d 29 7d 0a 0a 20 20 20 20 23 20 54 68 65 20 73 61 6d 65 20 | ,.0.99999677])}......#.The.same. |
| 50c0 | 75 73 69 6e 67 20 6c 6f 6e 67 65 72 20 62 75 74 20 65 71 75 69 76 61 6c 65 6e 74 20 66 75 6e 63 | using.longer.but.equivalent.func |
| 50e0 | 74 69 6f 6e 20 6e 61 6d 65 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 66 72 75 63 68 | tion.name.....>>>.pos.=.nx.fruch |
| 5100 | 74 65 72 6d 61 6e 5f 72 65 69 6e 67 6f 6c 64 5f 6c 61 79 6f 75 74 28 47 29 0a 0a 20 20 20 20 52 | terman_reingold_layout(G)......R |
| 5120 | 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 2e 2e 20 | eferences.....----------........ |
| 5140 | 5b 31 5d 20 46 72 75 63 68 74 65 72 6d 61 6e 2c 20 54 68 6f 6d 61 73 20 4d 4a 2c 20 61 6e 64 20 | [1].Fruchterman,.Thomas.MJ,.and. |
| 5160 | 45 64 77 61 72 64 20 4d 2e 20 52 65 69 6e 67 6f 6c 64 2e 0a 20 20 20 20 20 20 20 20 20 20 20 22 | Edward.M..Reingold............." |
| 5180 | 47 72 61 70 68 20 64 72 61 77 69 6e 67 20 62 79 20 66 6f 72 63 65 2d 64 69 72 65 63 74 65 64 20 | Graph.drawing.by.force-directed. |
| 51a0 | 70 6c 61 63 65 6d 65 6e 74 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 53 6f 66 74 77 61 72 65 3a | placement."............Software: |
| 51c0 | 20 50 72 61 63 74 69 63 65 20 61 6e 64 20 65 78 70 65 72 69 65 6e 63 65 20 32 31 2c 20 6e 6f 2e | .Practice.and.experience.21,.no. |
| 51e0 | 20 31 31 20 28 31 39 39 31 29 3a 20 31 31 32 39 2d 31 31 36 34 2e 0a 20 20 20 20 20 20 20 20 20 | .11.(1991):.1129-1164........... |
| 5200 | 20 20 68 74 74 70 3a 2f 2f 64 78 2e 64 6f 69 2e 6f 72 67 2f 31 30 2e 31 30 30 32 2f 73 70 65 2e | ..http://dx.doi.org/10.1002/spe. |
| 5220 | 34 33 38 30 32 31 31 31 30 32 0a 20 20 20 20 2e 2e 20 5b 32 5d 20 48 61 6d 61 67 75 63 68 69 2c | 4380211102........[2].Hamaguchi, |
| 5240 | 20 48 69 72 6f 6b 69 2c 20 4e 61 6f 6b 69 20 4d 61 72 75 6d 6f 2c 20 61 6e 64 20 41 6b 69 6b 6f | .Hiroki,.Naoki.Marumo,.and.Akiko |
| 5260 | 20 54 61 6b 65 64 61 2e 0a 20 20 20 20 20 20 20 20 20 20 20 22 49 6e 69 74 69 61 6c 20 50 6c 61 | .Takeda............."Initial.Pla |
| 5280 | 63 65 6d 65 6e 74 20 66 6f 72 20 46 72 75 63 68 74 65 72 6d 61 6e 2d 2d 52 65 69 6e 67 6f 6c 64 | cement.for.Fruchterman--Reingold |
| 52a0 | 20 46 6f 72 63 65 20 4d 6f 64 65 6c 20 57 69 74 68 20 43 6f 6f 72 64 69 6e 61 74 65 20 4e 65 77 | .Force.Model.With.Coordinate.New |
| 52c0 | 74 6f 6e 20 44 69 72 65 63 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 61 72 58 69 76 | ton.Direction."............arXiv |
| 52e0 | 20 70 72 65 70 72 69 6e 74 20 61 72 58 69 76 3a 32 34 31 32 2e 32 30 33 31 37 20 28 32 30 32 34 | .preprint.arXiv:2412.20317.(2024 |
| 5300 | 29 2e 0a 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 61 72 78 69 76 2e 6f 72 67 2f | ).............https://arxiv.org/ |
| 5320 | 61 62 73 2f 32 34 31 32 2e 32 30 33 31 37 0a 20 20 20 20 72 02 00 00 00 4e 29 03 72 6a 00 00 00 | abs/2412.20317.....r....N).rj... |
| 5340 | da 05 66 6f 72 63 65 da 06 65 6e 65 72 67 79 7a 31 74 68 65 20 6d 65 74 68 6f 64 20 6d 75 73 74 | ..force..energyz1the.method.must |
| 5360 | 20 62 65 20 65 69 74 68 65 72 20 61 75 74 6f 2c 20 66 6f 72 63 65 2c 20 6f 72 20 65 6e 65 72 67 | .be.either.auto,.force,.or.energ |
| 5380 | 79 2e 72 6a 00 00 00 e9 f4 01 00 00 72 6f 00 00 00 72 70 00 00 00 7a 27 6e 6f 64 65 73 20 61 72 | y.rj........ro...rp...z'nodes.ar |
| 53a0 | 65 20 66 69 78 65 64 20 77 69 74 68 6f 75 74 20 70 6f 73 69 74 69 6f 6e 73 20 67 69 76 65 6e 63 | e.fixed.without.positions.givenc |
| 53c0 | 01 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 33 00 00 00 f3 2e 00 00 00 4b 00 01 00 97 00 7c | ................3........K.....| |
| 53e0 | 00 5d 0d 00 00 7d 01 7c 01 44 00 5d 06 00 00 7d 02 7c 02 96 01 97 01 01 00 8c 08 04 00 8c 0f 04 | .]...}.|.D.]...}.|.............. |
| 5400 | 00 79 00 ad 03 77 01 a9 01 4e a9 00 29 03 da 02 2e 30 da 07 70 6f 73 5f 74 75 70 da 05 63 6f 6f | .y...w...N..)....0..pos_tup..coo |
| 5420 | 72 64 73 03 00 00 00 20 20 20 72 24 00 00 00 fa 09 3c 67 65 6e 65 78 70 72 3e 7a 20 73 70 72 69 | rds.......r$.....<genexpr>z.spri |
| 5440 | 6e 67 5f 6c 61 79 6f 75 74 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e 5e 02 00 00 | ng_layout.<locals>.<genexpr>^... |
| 5460 | 73 1c 00 00 00 e8 00 f8 80 00 d2 16 4e a0 17 c0 67 d2 16 4e b8 55 94 75 d0 16 4e 90 75 d1 16 4e | s...........N...g..N.U.u..N.u..N |
| 5480 | f9 73 04 00 00 00 82 13 15 01 72 33 00 00 00 da 01 66 a9 02 72 69 00 00 00 72 46 00 00 00 a9 01 | .s........r3.....f..ri...rF..... |
| 54a0 | 72 69 00 00 00 72 36 00 00 00 29 17 72 15 00 00 00 72 1d 00 00 00 72 1c 00 00 00 72 25 00 00 00 | ri...r6...).r....r....r....r%... |
| 54c0 | da 09 65 6e 75 6d 65 72 61 74 65 72 1b 00 00 00 72 38 00 00 00 da 06 76 61 6c 75 65 73 72 2a 00 | ..enumerater....r8.....valuesr*. |
| 54e0 | 00 00 72 17 00 00 00 72 39 00 00 00 72 3a 00 00 00 72 4f 00 00 00 72 2f 00 00 00 da 15 74 6f 5f | ..r....r9...r:...rO...r/.....to_ |
| 5500 | 73 63 69 70 79 5f 73 70 61 72 73 65 5f 61 72 72 61 79 da 05 73 68 61 70 65 da 04 73 71 72 74 da | scipy_sparse_array..shape..sqrt. |
| 5520 | 1c 5f 73 70 61 72 73 65 5f 66 72 75 63 68 74 65 72 6d 61 6e 5f 72 65 69 6e 67 6f 6c 64 da 0e 74 | ._sparse_fruchterman_reingold..t |
| 5540 | 6f 5f 6e 75 6d 70 79 5f 61 72 72 61 79 da 15 5f 66 72 75 63 68 74 65 72 6d 61 6e 5f 72 65 69 6e | o_numpy_array.._fruchterman_rein |
| 5560 | 67 6f 6c 64 72 09 00 00 00 72 2d 00 00 00 72 2e 00 00 00 29 18 72 1e 00 00 00 da 01 6b 72 32 00 | goldr....r-...r....).r......kr2. |
| 5580 | 00 00 da 05 66 69 78 65 64 da 0a 69 74 65 72 61 74 69 6f 6e 73 da 09 74 68 72 65 73 68 6f 6c 64 | ....fixed..iterations..threshold |
| 55a0 | 72 69 00 00 00 72 37 00 00 00 72 1f 00 00 00 72 20 00 00 00 72 30 00 00 00 72 31 00 00 00 72 6c | ri...r7...r....r....r0...r1...rl |
| 55c0 | 00 00 00 72 6d 00 00 00 72 21 00 00 00 da 04 6e 6f 64 65 da 01 69 da 06 6e 66 69 78 65 64 da 08 | ...rm...r!.....node..i..nfixed.. |
| 55e0 | 64 6f 6d 5f 73 69 7a 65 da 07 70 6f 73 5f 61 72 72 da 01 6e da 01 41 da 06 6e 6e 6f 64 65 73 da | dom_size..pos_arr..n..A..nnodes. |
| 5600 | 01 5f 73 18 00 00 00 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 | ._s............................r |
| 5620 | 24 00 00 00 72 0c 00 00 00 72 0c 00 00 00 c3 01 00 00 73 be 02 00 00 80 00 f3 4e 04 00 05 17 e0 | $...r....r........s.......N..... |
| 5640 | 07 0d d0 15 30 d1 07 30 dc 0e 18 d0 19 4c d3 0e 4d d0 08 4d d8 07 0d 90 16 d2 07 17 dc 1c 1f a0 | ....0..0.....L..M..M............ |
| 5660 | 01 9b 46 a0 53 9a 4c 91 17 a8 68 88 06 e4 10 1f a0 01 a0 36 a8 33 d3 10 2f 81 49 80 41 80 76 e0 | ..F.S.L...h........6.3../.I.A.v. |
| 5680 | 07 0c d0 07 18 d8 0b 0e 88 3b dc 12 1c d0 1d 46 d3 12 47 d0 0c 47 d8 14 19 f2 00 02 09 4c 01 88 | .........;.....F..G..G.......L.. |
| 56a0 | 44 d8 0f 13 98 33 8a 7f dc 16 20 d0 21 4a d3 16 4b d0 10 4b f0 05 02 09 4c 01 f4 06 00 2a 33 b0 | D....3......!J..K..K....L....*3. |
| 56c0 | 31 ab 1c d7 11 36 99 67 98 61 a0 14 90 24 98 01 91 27 d0 11 36 88 06 d1 11 36 d8 10 12 97 0a 91 | 1....6.g.a...$...'..6....6...... |
| 56e0 | 0a b0 55 d6 1b 4d a8 54 b8 64 c0 66 ba 6e 98 46 a0 34 9b 4c d2 1b 4d d3 10 4e 88 05 e0 07 0a 80 | ..U..M.T.d.f.n.F.4.L..M..N...... |
| 5700 | 7f e4 13 16 d1 16 4e a8 43 af 4a a9 4a ab 4c d4 16 4e d3 13 4e 88 08 d8 0b 13 90 71 8a 3d d8 17 | ......N.C.J.J.L..N..N......q.=.. |
| 5720 | 18 88 48 d8 12 16 97 29 91 29 9c 43 a0 01 9b 46 a0 43 d3 12 28 a8 38 d1 12 33 b0 66 d1 12 3c 88 | ..H....).).C...F.C..(.8..3.f..<. |
| 5740 | 07 e4 14 1d 98 61 93 4c f2 00 02 09 30 89 44 88 41 88 71 d8 0f 10 90 43 8a 78 d8 1d 1f 9f 5a 99 | .....a.L....0.D.A.q....C.x....Z. |
| 5760 | 5a a8 03 a8 41 a9 06 d3 1d 2f 90 07 98 01 92 0a f1 05 02 09 30 f0 08 00 13 17 88 07 d8 13 14 88 | Z...A..../..........0........... |
| 5780 | 08 e4 07 0a 88 31 83 76 90 11 82 7b d8 0f 11 88 09 dc 07 0a 88 31 83 76 90 11 82 7b dc 0f 11 8f | .....1.v...{.........1.v...{.... |
| 57a0 | 78 89 78 d7 0f 29 d1 0f 29 a8 21 af 27 a9 27 ab 29 d3 0f 34 b0 66 d0 0e 3d 88 03 d8 0b 17 d0 0b | x.x..)..).!.'.'.)..4.f..=....... |
| 57c0 | 23 dc 0c 0e d7 0c 22 d1 0c 22 a0 31 a0 63 a8 3c d4 0c 38 d8 0f 12 88 0a f4 06 00 08 0b 88 31 83 | #....."..".1.c.<..8...........1. |
| 57e0 | 76 90 13 82 7d 98 06 a0 28 d2 18 2a dc 0c 0e d7 0c 24 d1 0c 24 a0 51 a8 76 b8 53 d4 0c 41 88 01 | v...}...(..*.....$..$.Q.v.S..A.. |
| 5800 | d8 0b 0c 88 39 98 15 d0 19 2a e0 18 19 9f 07 99 07 89 49 88 46 90 41 d8 10 18 98 32 9f 37 99 37 | ....9....*........I.F.A....2.7.7 |
| 5820 | a0 36 9b 3f d1 10 2a 88 41 dc 0e 2a d8 0c 0d 88 71 90 27 98 35 a0 2a a8 69 b8 13 b8 64 c0 46 c8 | .6.?..*.A..*....q.'.5.*.i...d.F. |
| 5840 | 47 f3 03 02 0f 0a 89 03 f4 08 00 0d 0f d7 0c 1d d1 0c 1d 98 61 a8 06 d4 0c 2f 88 01 d8 0b 0c 88 | G...................a..../...... |
| 5860 | 39 98 15 d0 19 2a e0 18 19 9f 07 99 07 89 49 88 46 90 41 d8 10 18 98 32 9f 37 99 37 a0 36 9b 3f | 9....*........I.F.A....2.7.7.6.? |
| 5880 | d1 10 2a 88 41 dc 0e 23 d8 0c 0d 88 71 90 27 98 35 a0 2a a8 69 b8 13 b8 64 f3 03 02 0f 0a 88 03 | ..*.A..#....q.'.5.*.i...d....... |
| 58a0 | f0 06 00 08 0d 80 7d 98 15 d0 19 2a dc 0e 1c 98 53 a8 05 d4 0e 2e b0 16 d1 0e 37 88 03 dc 0a 0e | ......}....*....S.........7..... |
| 58c0 | 8c 73 90 31 90 63 8b 7b d3 0a 1b 80 43 e0 07 13 d0 07 1f dc 08 0a d7 08 1e d1 08 1e 98 71 a0 23 | .s.1.c.{....C................q.# |
| 58e0 | a0 7c d4 08 34 e0 0b 0e 80 4a f9 f3 67 01 00 12 37 f9 da 1b 4d 73 12 00 00 00 c1 2e 0d 4a 06 06 | .|..4....J..g...7...Ms.......J.. |
| 5900 | c2 0d 09 4a 0c 08 c2 17 07 4a 0c 08 e9 07 00 00 00 63 08 00 00 00 00 00 00 00 00 00 00 00 08 00 | ...J.....J.......c.............. |
| 5920 | 00 00 03 00 00 00 f3 e2 04 00 00 97 00 64 01 64 00 6c 00 7d 08 09 00 7c 00 6a 02 00 00 00 00 00 | .............d.d.l.}...|.j...... |
| 5940 | 00 00 00 00 00 00 00 00 00 00 00 00 00 5c 02 00 00 7d 09 7d 0a 7c 02 80 2e 7c 08 6a 0b 00 00 00 | .............\...}.}.|...|.j.... |
| 5960 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 07 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...............|.j.............. |
| 5980 | 00 00 00 00 00 7c 09 7c 06 ab 02 00 00 00 00 00 00 7c 00 6a 0e 00 00 00 00 00 00 00 00 00 00 00 | .....|.|.........|.j............ |
| 59a0 | 00 00 00 00 00 00 00 ac 03 ab 02 00 00 00 00 00 00 7d 02 6e 1b 7c 02 6a 11 00 00 00 00 00 00 00 | .................}.n.|.j........ |
| 59c0 | 00 00 00 00 00 00 00 00 00 00 00 7c 00 6a 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...........|.j.................. |
| 59e0 | 00 ab 01 00 00 00 00 00 00 7d 02 7c 01 80 14 7c 08 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 | .........}.|...|.j.............. |
| 5a00 | 00 00 00 00 00 64 04 7c 09 7a 0b 00 00 ab 01 00 00 00 00 00 00 7d 01 74 15 00 00 00 00 00 00 00 | .....d.|.z...........}.t........ |
| 5a20 | 00 74 15 00 00 00 00 00 00 00 00 7c 02 6a 16 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t.........|.j.................. |
| 5a40 | 00 64 01 19 00 00 00 ab 01 00 00 00 00 00 00 74 19 00 00 00 00 00 00 00 00 7c 02 6a 16 00 00 00 | .d.............t.........|.j.... |
| 5a60 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 19 00 00 00 ab 01 00 00 00 00 00 00 7a 0a 00 | ...............d.............z.. |
| 5a80 | 00 74 15 00 00 00 00 00 00 00 00 7c 02 6a 16 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t.........|.j.................. |
| 5aa0 | 00 64 05 19 00 00 00 ab 01 00 00 00 00 00 00 74 19 00 00 00 00 00 00 00 00 7c 02 6a 16 00 00 00 | .d.............t.........|.j.... |
| 5ac0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 05 19 00 00 00 ab 01 00 00 00 00 00 00 7a 0a 00 | ...............d.............z.. |
| 5ae0 | 00 ab 02 00 00 00 00 00 00 64 06 7a 05 00 00 7d 0d 7c 0d 7c 04 64 05 7a 00 00 00 7a 0b 00 00 7d | .........d.z...}.|.|.d.z...z...} |
| 5b00 | 0e 7c 08 6a 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 02 6a 02 00 00 00 00 00 | .|.j...................|.j...... |
| 5b20 | 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 19 00 00 00 7c 02 6a 02 00 00 00 00 00 00 00 00 00 | .............d.....|.j.......... |
| 5b40 | 00 00 00 00 00 00 00 00 00 64 01 19 00 00 00 7c 02 6a 02 00 00 00 00 00 00 00 00 00 00 00 00 00 | .........d.....|.j.............. |
| 5b60 | 00 00 00 00 00 64 05 19 00 00 00 66 03 7c 00 6a 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .....d.....f.|.j................ |
| 5b80 | 00 00 00 ac 03 ab 02 00 00 00 00 00 00 7d 0f 74 1d 00 00 00 00 00 00 00 00 7c 04 ab 01 00 00 00 | .............}.t.........|...... |
| 5ba0 | 00 00 00 44 00 90 01 5d 05 00 00 7d 10 7c 02 64 00 64 00 85 02 7c 08 6a 1e 00 00 00 00 00 00 00 | ...D...]...}.|.d.d...|.j........ |
| 5bc0 | 00 00 00 00 00 00 00 00 00 00 00 64 00 64 00 85 02 66 03 19 00 00 00 7c 02 7c 08 6a 1e 00 00 00 | ...........d.d...f.....|.|.j.... |
| 5be0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 00 64 00 85 02 64 00 64 00 85 02 66 03 19 00 00 | ...............d.d...d.d...f.... |
| 5c00 | 00 7a 0a 00 00 7d 0f 7c 08 6a 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 23 00 | .z...}.|.j...................j#. |
| 5c20 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0f 64 07 ac 08 ab 02 00 00 00 00 00 00 7d | .................|.d...........} |
| 5c40 | 11 7c 08 6a 25 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 11 64 09 64 00 7c 11 ac | .|.j%..................|.d.d.|.. |
| 5c60 | 0a ab 04 00 00 00 00 00 00 01 00 7c 08 6a 27 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...........|.j'................. |
| 5c80 | 00 64 0b 7c 0f 7c 01 7c 01 7a 05 00 00 7c 11 64 0c 7a 08 00 00 7a 0b 00 00 7c 00 7c 11 7a 05 00 | .d.|.|.|.z...|.d.z...z...|.|.z.. |
| 5ca0 | 00 7c 01 7a 0b 00 00 7a 0a 00 00 ab 03 00 00 00 00 00 00 7d 12 7c 08 6a 20 00 00 00 00 00 00 00 | .|.z...z...........}.|.j........ |
| 5cc0 | 00 00 00 00 00 00 00 00 00 00 00 6a 23 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c | ...........j#..................| |
| 5ce0 | 12 64 07 ac 08 ab 02 00 00 00 00 00 00 7d 13 7c 08 6a 29 00 00 00 00 00 00 00 00 00 00 00 00 00 | .d...........}.|.j)............. |
| 5d00 | 00 00 00 00 00 7c 13 64 09 6b 02 00 00 64 06 7c 13 ab 03 00 00 00 00 00 00 7d 13 7c 08 6a 27 00 | .....|.d.k...d.|.........}.|.j'. |
| 5d20 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 0d 7c 12 7c 0d 7c 13 7a 0b 00 00 ab 03 00 | .................d.|.|.|.z...... |
| 5d40 | 00 00 00 00 00 7d 14 7c 03 81 05 64 0e 7c 14 7c 03 3c 00 00 00 7c 02 7c 14 7a 0d 00 00 7d 02 7c | .....}.|...d.|.|.<...|.|.z...}.| |
| 5d60 | 0d 7c 0e 7a 17 00 00 7d 0d 7c 08 6a 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a | .|.z...}.|.j...................j |
| 5d80 | 23 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 14 ab 01 00 00 00 00 00 00 7c 09 7a | #..................|.........|.z |
| 5da0 | 0b 00 00 7c 05 6b 02 00 00 73 02 90 01 8c 05 01 00 7c 02 53 00 04 00 7c 02 53 00 23 00 74 04 00 | ...|.k...s.......|.S...|.S.#.t.. |
| 5dc0 | 00 00 00 00 00 00 00 24 00 72 1d 7d 0b 64 02 7d 0c 74 07 00 00 00 00 00 00 00 00 6a 08 00 00 00 | .......$.r.}.d.}.t.........j.... |
| 5de0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0c ab 01 00 00 00 00 00 00 7c 0b 82 02 64 00 7d | ...............|.........|...d.} |
| 5e00 | 0b 7e 0b 77 01 77 00 78 03 59 00 77 01 29 0f 4e 72 02 00 00 00 fa 39 66 72 75 63 68 74 65 72 6d | .~.w.w.x.Y.w.).Nr.....9fruchterm |
| 5e20 | 61 6e 5f 72 65 69 6e 67 6f 6c 64 28 29 20 74 61 6b 65 73 20 61 6e 20 61 64 6a 61 63 65 6e 63 79 | an_reingold().takes.an.adjacency |
| 5e40 | 20 6d 61 74 72 69 78 20 61 73 20 69 6e 70 75 74 a9 01 72 46 00 00 00 72 6b 00 00 00 72 33 00 00 | .matrix.as.input..rF...rk...r3.. |
| 5e60 | 00 e7 9a 99 99 99 99 99 b9 3f 72 35 00 00 00 a9 01 da 04 61 78 69 73 e7 7b 14 ae 47 e1 7a 84 3f | .........?r5.......axis.{..G.z.? |
| 5e80 | 29 01 da 03 6f 75 74 7a 0a 69 6a 6b 2c 69 6a 2d 3e 69 6b 72 28 00 00 00 7a 08 69 6a 2c 69 2d 3e | )...outz.ijk,ij->ikr(...z.ij,i-> |
| 5ea0 | 69 6a 72 44 00 00 00 29 15 72 15 00 00 00 72 7f 00 00 00 da 0e 41 74 74 72 69 62 75 74 65 45 72 | ijrD...).r....r......AttributeEr |
| 5ec0 | 72 6f 72 72 17 00 00 00 da 0d 4e 65 74 77 6f 72 6b 58 45 72 72 6f 72 72 1b 00 00 00 72 2a 00 00 | rorr......NetworkXErrorr....r*.. |
| 5ee0 | 00 72 46 00 00 00 72 2b 00 00 00 72 80 00 00 00 72 38 00 00 00 da 01 54 da 03 6d 69 6e 72 1a 00 | .rF...r+...r....r8.....T..minr.. |
| 5f00 | 00 00 da 05 72 61 6e 67 65 da 07 6e 65 77 61 78 69 73 da 06 6c 69 6e 61 6c 67 da 04 6e 6f 72 6d | ....range..newaxis..linalg..norm |
| 5f20 | da 04 63 6c 69 70 da 06 65 69 6e 73 75 6d da 05 77 68 65 72 65 29 15 72 8e 00 00 00 72 84 00 00 | ..clip..einsum..where).r....r... |
| 5f40 | 00 72 32 00 00 00 72 85 00 00 00 72 86 00 00 00 72 87 00 00 00 72 20 00 00 00 72 30 00 00 00 72 | .r2...r....r....r....r....r0...r |
| 5f60 | 21 00 00 00 72 8f 00 00 00 72 90 00 00 00 da 03 65 72 72 72 23 00 00 00 da 01 74 da 02 64 74 da | !...r....r......errr#.....t..dt. |
| 5f80 | 05 64 65 6c 74 61 da 09 69 74 65 72 61 74 69 6f 6e da 08 64 69 73 74 61 6e 63 65 da 0c 64 69 73 | .delta..iteration..distance..dis |
| 5fa0 | 70 6c 61 63 65 6d 65 6e 74 da 06 6c 65 6e 67 74 68 da 09 64 65 6c 74 61 5f 70 6f 73 73 15 00 00 | placement..length..delta_poss... |
| 5fc0 | 00 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 24 00 00 00 72 83 00 00 00 | ......................r$...r.... |
| 5fe0 | 72 83 00 00 00 92 02 00 00 73 55 02 00 00 80 00 f3 0c 00 05 17 f0 04 04 05 2d d8 14 15 97 47 91 | r........sU..............-....G. |
| 6000 | 47 89 09 88 06 90 01 f0 0a 00 08 0b 80 7b e0 0e 10 8f 6a 89 6a 98 14 9f 19 99 19 a0 36 a8 33 d3 | G............{....j.j.......6.3. |
| 6020 | 19 2f b0 71 b7 77 b1 77 88 6a d3 0e 3f 89 03 f0 06 00 0f 12 8f 6a 89 6a 98 11 9f 17 99 17 d3 0e | ./.q.w.w.j..?........j.j........ |
| 6040 | 21 88 03 f0 06 00 08 09 80 79 d8 0c 0e 8f 47 89 47 90 43 98 26 91 4c d3 0c 21 88 01 f4 0a 00 09 | !........y....G.G.C.&.L..!...... |
| 6060 | 0c 8c 43 90 03 97 05 91 05 90 61 91 08 8b 4d 9c 43 a0 03 a7 05 a1 05 a0 61 a1 08 9b 4d d1 0c 29 | ..C.......a...M.C.......a...M..) |
| 6080 | ac 33 a8 73 af 75 a9 75 b0 51 a9 78 ab 3d bc 33 b8 73 bf 75 b9 75 c0 51 b9 78 bb 3d d1 2b 48 d3 | .3.s.u.u.Q.x.=.3.s.u.u.Q.x.=.+H. |
| 60a0 | 08 49 c8 43 d1 08 4f 80 41 f0 06 00 0a 0b 88 6a 98 31 89 6e d1 09 1d 80 42 d8 0c 0e 8f 48 89 48 | .I.C..O.A......j.1.n....B....H.H |
| 60c0 | 90 63 97 69 91 69 a0 01 91 6c a0 43 a7 49 a1 49 a8 61 a1 4c b0 23 b7 29 b1 29 b8 41 b1 2c d0 15 | .c.i.i...l.C.I.I.a.L.#.).).A.,.. |
| 60e0 | 3f c0 71 c7 77 c1 77 88 48 d3 0c 4f 80 45 f4 08 00 16 1b 98 3a d3 15 26 f3 00 16 05 12 88 09 e0 | ?.q.w.w.H..O.E......:..&........ |
| 6100 | 10 13 92 41 90 72 97 7a 91 7a a2 31 d0 14 24 d1 10 25 a8 03 a8 42 af 4a a9 4a ba 01 ba 31 d0 2c | ...A.r.z.z.1..$..%...B.J.J...1., |
| 6120 | 3c d1 28 3d d1 10 3d 88 05 e0 13 15 97 39 91 39 97 3e 91 3e a0 25 a8 62 90 3e d3 13 31 88 08 e0 | <.(=..=......9.9.>.>.%.b.>..1... |
| 6140 | 08 0a 8f 07 89 07 90 08 98 24 a0 04 a8 28 88 07 d4 08 33 e0 17 19 97 79 91 79 d8 0c 18 98 25 a0 | .........$...(....3....y.y....%. |
| 6160 | 21 a0 61 a1 25 a8 28 b0 41 a9 2b d1 22 35 b8 01 b8 48 b9 0c c0 71 d1 38 48 d1 22 48 f3 03 02 18 | !.a.%.(.A.+."5...H...q.8H."H.... |
| 6180 | 0a 88 0c f0 08 00 12 14 97 19 91 19 97 1e 91 1e a0 0c b0 32 90 1e d3 11 36 88 06 d8 11 13 97 18 | ...................2....6....... |
| 61a0 | 91 18 98 26 a0 34 99 2d a8 13 a8 66 d3 11 35 88 06 d8 14 16 97 49 91 49 98 6a a8 2c b8 01 b8 46 | ...&.4.-...f..5......I.I.j.,...F |
| 61c0 | b9 0a d3 14 43 88 09 d8 0b 10 d0 0b 1c e0 1f 22 88 49 90 65 d1 0c 1c d8 08 0b 88 79 d1 08 18 88 | ....C..........".I.e.......y.... |
| 61e0 | 03 e0 08 09 88 52 89 07 88 01 d8 0c 0e 8f 49 89 49 8f 4e 89 4e 98 39 d3 0c 25 a8 06 d1 0c 2e b0 | .....R........I.I.N.N.9..%...... |
| 6200 | 29 d4 0b 3b d8 0c 11 d8 0b 0e 80 4a f0 2f 16 05 12 f0 2e 00 0c 0f 80 4a f8 f4 63 01 00 0c 1a f2 | )..;.......J./.........J..c..... |
| 6220 | 00 02 05 2d d8 0e 49 88 03 dc 0e 10 d7 0e 1e d1 0e 1e 98 73 d3 0e 23 a8 13 d0 08 2c fb f0 05 02 | ...-..I............s..#....,.... |
| 6240 | 05 2d fa 73 17 00 00 00 86 0f 49 08 00 c9 08 09 49 2e 03 c9 11 18 49 29 03 c9 29 05 49 2e 03 63 | .-.s......I.....I.....I)..).I..c |
| 6260 | 0a 00 00 00 00 00 00 00 00 00 00 00 0b 00 00 00 03 00 00 00 f3 ce 05 00 00 97 00 64 01 64 00 6c | ...........................d.d.l |
| 6280 | 00 7d 0a 64 01 64 00 6c 01 7d 0b 09 00 7c 00 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}.d.d.l.}...|.j................ |
| 62a0 | 00 00 00 5c 02 00 00 7d 0c 7d 0d 7c 02 80 2e 7c 0a 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...\...}.}.|...|.j.............. |
| 62c0 | 00 00 00 00 00 7c 07 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0c 7c 06 ab | .....|.j...................|.|.. |
| 62e0 | 02 00 00 00 00 00 00 7c 00 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ac 03 ab | .......|.j...................... |
| 6300 | 02 00 00 00 00 00 00 7d 02 6e 1b 7c 02 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .......}.n.|.j.................. |
| 6320 | 00 7c 00 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d | .|.j...........................} |
| 6340 | 02 7c 03 80 02 67 00 7d 03 7c 01 80 14 7c 0a 6a 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|...g.}.|...|.j................ |
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| 6960 | 72 6d 00 00 00 72 21 00 00 00 da 02 73 70 72 8f 00 00 00 72 90 00 00 00 72 a5 00 00 00 72 23 00 | rm...r!.....spr....r....r....r#. |
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| 6c00 | b0 41 d0 19 2e d3 19 36 d3 11 37 88 06 d8 11 13 97 18 91 18 98 26 a0 34 99 2d a8 13 a8 66 d3 11 | .A.....6..7..........&.4.-...f.. |
| 6c20 | 35 88 06 d8 15 21 a0 41 d1 15 25 a8 06 d1 15 2e d7 14 31 d1 14 31 88 09 d8 08 0b 88 79 d1 08 18 | 5....!.A..%.......1..1......y... |
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| 70e0 | 00 00 00 7d 07 89 16 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 07 ab 01 00 | ...}...j...................|.... |
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| 7200 | 00 00 00 00 00 00 00 89 14 89 0f 66 02 ab 01 00 00 00 00 00 00 7d 0a 89 16 6a 14 00 00 00 00 00 | ...........f.........}...j...... |
| 7220 | 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 17 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .............j.................. |
| 7240 | 00 7c 0a 89 13 7c 01 ab 03 00 00 00 00 00 00 01 00 7c 0a 89 0e 64 00 64 00 85 02 89 16 6a 08 00 | .|...|...........|...d.d.....j.. |
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| 72c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 | .................j.............. |
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| 7360 | 6a 2c 69 6a 6b 2d 3e 69 6b 72 27 00 00 00 e7 00 00 00 00 00 00 e0 3f 72 33 00 00 00 29 0f da 07 | j,ijk->ikr'...........?r3...)... |
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| 7be0 | 53 00 63 02 01 00 63 02 7d 10 77 00 29 0a 61 72 07 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 | S.c...c.}.w.).ar...Position.node |
| 7c00 | 73 20 75 73 69 6e 67 20 4b 61 6d 61 64 61 2d 4b 61 77 61 69 20 70 61 74 68 2d 6c 65 6e 67 74 68 | s.using.Kamada-Kawai.path-length |
| 7c20 | 20 63 6f 73 74 2d 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a | .cost-function.......Parameters. |
| 7c40 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 | ....----------.....G.:.NetworkX. |
| 7c60 | 67 72 61 70 68 20 6f 72 20 6c 69 73 74 20 6f 66 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 41 | graph.or.list.of.nodes.........A |
| 7c80 | 20 70 6f 73 69 74 69 6f 6e 20 77 69 6c 6c 20 62 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 65 76 | .position.will.be.assigned.to.ev |
| 7ca0 | 65 72 79 20 6e 6f 64 65 20 69 6e 20 47 2e 0a 0a 20 20 20 20 64 69 73 74 20 3a 20 64 69 63 74 20 | ery.node.in.G.......dist.:.dict. |
| 7cc0 | 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 41 20 74 77 6f 2d 6c 65 76 | (default=None).........A.two-lev |
| 7ce0 | 65 6c 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 6f 70 74 69 6d 61 6c 20 64 69 73 74 61 6e 63 | el.dictionary.of.optimal.distanc |
| 7d00 | 65 73 20 62 65 74 77 65 65 6e 20 6e 6f 64 65 73 2c 0a 20 20 20 20 20 20 20 20 69 6e 64 65 78 65 | es.between.nodes,.........indexe |
| 7d20 | 64 20 62 79 20 73 6f 75 72 63 65 20 61 6e 64 20 64 65 73 74 69 6e 61 74 69 6f 6e 20 6e 6f 64 65 | d.by.source.and.destination.node |
| 7d40 | 2e 0a 20 20 20 20 20 20 20 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 20 64 69 73 74 61 6e 63 65 20 | ..........If.None,.the.distance. |
| 7d60 | 69 73 20 63 6f 6d 70 75 74 65 64 20 75 73 69 6e 67 20 73 68 6f 72 74 65 73 74 5f 70 61 74 68 5f | is.computed.using.shortest_path_ |
| 7d80 | 6c 65 6e 67 74 68 28 29 2e 0a 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 20 6f 72 20 4e 6f 6e | length().......pos.:.dict.or.Non |
| 7da0 | 65 20 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 | e..optional.(default=None)...... |
| 7dc0 | 20 20 20 49 6e 69 74 69 61 6c 20 70 6f 73 69 74 69 6f 6e 73 20 66 6f 72 20 6e 6f 64 65 73 20 61 | ...Initial.positions.for.nodes.a |
| 7de0 | 73 20 61 20 64 69 63 74 69 6f 6e 61 72 79 20 77 69 74 68 20 6e 6f 64 65 20 61 73 20 6b 65 79 73 | s.a.dictionary.with.node.as.keys |
| 7e00 | 0a 20 20 20 20 20 20 20 20 61 6e 64 20 76 61 6c 75 65 73 20 61 73 20 61 20 63 6f 6f 72 64 69 6e | .........and.values.as.a.coordin |
| 7e20 | 61 74 65 20 6c 69 73 74 20 6f 72 20 74 75 70 6c 65 2e 20 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 | ate.list.or.tuple...If.None,.the |
| 7e40 | 6e 20 75 73 65 0a 20 20 20 20 20 20 20 20 63 69 72 63 75 6c 61 72 5f 6c 61 79 6f 75 74 28 29 20 | n.use.........circular_layout(). |
| 7e60 | 66 6f 72 20 64 69 6d 20 3e 3d 20 32 20 61 6e 64 20 61 20 6c 69 6e 65 61 72 20 6c 61 79 6f 75 74 | for.dim.>=.2.and.a.linear.layout |
| 7e80 | 20 66 6f 72 20 64 69 6d 20 3d 3d 20 31 2e 0a 0a 20 20 20 20 77 65 69 67 68 74 20 3a 20 73 74 72 | .for.dim.==.1.......weight.:.str |
| 7ea0 | 69 6e 67 20 6f 72 20 4e 6f 6e 65 20 20 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d | ing.or.None...optional.(default= |
| 7ec0 | 27 77 65 69 67 68 74 27 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 65 64 67 65 20 61 74 74 72 69 | 'weight').........The.edge.attri |
| 7ee0 | 62 75 74 65 20 74 68 61 74 20 68 6f 6c 64 73 20 74 68 65 20 6e 75 6d 65 72 69 63 61 6c 20 76 61 | bute.that.holds.the.numerical.va |
| 7f00 | 6c 75 65 20 75 73 65 64 20 66 6f 72 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 64 67 65 20 77 65 | lue.used.for.........the.edge.we |
| 7f20 | 69 67 68 74 2e 20 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 61 6c 6c 20 65 64 67 65 20 77 65 | ight...If.None,.then.all.edge.we |
| 7f40 | 69 67 68 74 73 20 61 72 65 20 31 2e 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a 20 6e 75 6d 62 65 72 | ights.are.1.......scale.:.number |
| 7f60 | 20 28 64 65 66 61 75 6c 74 3a 20 31 29 0a 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 66 61 63 74 | .(default:.1).........Scale.fact |
| 7f80 | 6f 72 20 66 6f 72 20 70 6f 73 69 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 63 65 6e 74 65 72 20 3a 20 | or.for.positions.......center.:. |
| 7fa0 | 61 72 72 61 79 2d 6c 69 6b 65 20 6f 72 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 43 6f 6f 72 64 | array-like.or.None.........Coord |
| 7fc0 | 69 6e 61 74 65 20 70 61 69 72 20 61 72 6f 75 6e 64 20 77 68 69 63 68 20 74 6f 20 63 65 6e 74 65 | inate.pair.around.which.to.cente |
| 7fe0 | 72 20 74 68 65 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 64 69 6d 20 3a 20 69 6e 74 0a 20 20 20 | r.the.layout.......dim.:.int.... |
| 8000 | 20 20 20 20 20 44 69 6d 65 6e 73 69 6f 6e 20 6f 66 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 73 | .....Dimension.of.layout.......s |
| 8020 | 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 0a | tore_pos_as.:.str,.default.None. |
| 8040 | 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 6f | ........If.non-None,.the.positio |
| 8060 | 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f 6e | n.of.each.node.will.be.stored.on |
| 8080 | 20 74 68 65 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 75 | .the.graph.as.........an.attribu |
| 80a0 | 74 65 20 77 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d 65 2c | te.with.this.string.as.its.name, |
| 80c0 | 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 20 20 | .which.can.be.accessed.with..... |
| 80e0 | 20 20 20 20 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 73 5d | ....``G.nodes[...][store_pos_as] |
| 8100 | 60 60 2e 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 74 | ``..The.function.still.returns.t |
| 8120 | 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 | he.dictionary.......Returns..... |
| 8140 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 0a 20 20 20 20 20 20 20 20 41 | -------.....pos.:.dict.........A |
| 8160 | 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 62 | .dictionary.of.positions.keyed.b |
| 8180 | 79 20 6e 6f 64 65 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | y.node......Examples.....------- |
| 81a0 | 2d 0a 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 70 70 72 69 6e 74 20 69 6d 70 6f 72 74 20 70 70 72 | -.....>>>.from.pprint.import.ppr |
| 81c0 | 69 6e 74 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 70 61 74 68 5f 67 72 61 70 68 28 34 29 | int.....>>>.G.=.nx.path_graph(4) |
| 81e0 | 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 6b 61 6d 61 64 61 5f 6b 61 77 61 69 5f 6c | .....>>>.pos.=.nx.kamada_kawai_l |
| 8200 | 61 79 6f 75 74 28 47 29 0a 20 20 20 20 3e 3e 3e 20 23 20 73 75 70 70 72 65 73 73 20 74 68 65 20 | ayout(G).....>>>.#.suppress.the. |
| 8220 | 72 65 74 75 72 6e 65 64 20 64 69 63 74 20 61 6e 64 20 73 74 6f 72 65 20 6f 6e 20 74 68 65 20 67 | returned.dict.and.store.on.the.g |
| 8240 | 72 61 70 68 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 3e 3e 3e 20 5f 20 3d 20 6e 78 2e 6b 61 6d | raph.directly.....>>>._.=.nx.kam |
| 8260 | 61 64 61 5f 6b 61 77 61 69 5f 6c 61 79 6f 75 74 28 47 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 | ada_kawai_layout(G,.store_pos_as |
| 8280 | 3d 22 70 6f 73 22 29 0a 20 20 20 20 3e 3e 3e 20 70 70 72 69 6e 74 28 6e 78 2e 67 65 74 5f 6e 6f | ="pos").....>>>.pprint(nx.get_no |
| 82a0 | 64 65 5f 61 74 74 72 69 62 75 74 65 73 28 47 2c 20 22 70 6f 73 22 29 29 0a 20 20 20 20 7b 30 3a | de_attributes(G,."pos")).....{0: |
| 82c0 | 20 61 72 72 61 79 28 5b 30 2e 39 39 39 39 36 35 37 37 2c 20 30 2e 39 39 33 36 36 38 35 37 5d 29 | .array([0.99996577,.0.99366857]) |
| 82e0 | 2c 0a 20 20 20 20 20 31 3a 20 61 72 72 61 79 28 5b 30 2e 33 32 39 31 33 35 34 34 2c 20 30 2e 33 | ,......1:.array([0.32913544,.0.3 |
| 8300 | 33 35 34 33 38 32 37 5d 29 2c 0a 20 20 20 20 20 32 3a 20 61 72 72 61 79 28 5b 2d 30 2e 33 33 35 | 3543827]),......2:.array([-0.335 |
| 8320 | 34 34 33 33 34 2c 20 2d 30 2e 33 32 39 31 30 36 38 34 5d 29 2c 0a 20 20 20 20 20 33 3a 20 61 72 | 44334,.-0.32910684]),......3:.ar |
| 8340 | 72 61 79 28 5b 2d 30 2e 39 39 33 36 35 37 38 37 2c 20 2d 31 2e 20 20 20 20 20 20 20 20 5d 29 7d | ray([-0.99365787,.-1.........])} |
| 8360 | 0a 20 20 20 20 72 02 00 00 00 4e 72 7b 00 00 00 67 00 00 00 00 80 84 2e 41 72 27 00 00 00 29 01 | .....r....Nr{...g.......Ar'...). |
| 8380 | 72 20 00 00 00 72 28 00 00 00 72 33 00 00 00 72 36 00 00 00 29 10 72 15 00 00 00 72 25 00 00 00 | r....r(...r3...r6...).r....r%... |
| 83a0 | 72 1c 00 00 00 72 2d 00 00 00 72 17 00 00 00 da 14 73 68 6f 72 74 65 73 74 5f 70 61 74 68 5f 6c | r....r-...r......shortest_path_l |
| 83c0 | 65 6e 67 74 68 da 04 6f 6e 65 73 72 7c 00 00 00 72 08 00 00 00 72 05 00 00 00 72 2e 00 00 00 72 | ength..onesr|...r....r....r....r |
| 83e0 | 3b 00 00 00 da 05 61 72 72 61 79 da 13 5f 6b 61 6d 61 64 61 5f 6b 61 77 61 69 5f 73 6f 6c 76 65 | ;.....array.._kamada_kawai_solve |
| 8400 | 72 09 00 00 00 72 2f 00 00 00 29 12 72 1e 00 00 00 da 04 64 69 73 74 72 32 00 00 00 72 69 00 00 | r....r/...).r......distr2...ri.. |
| 8420 | 00 72 37 00 00 00 72 1f 00 00 00 72 20 00 00 00 72 31 00 00 00 72 21 00 00 00 da 06 6e 4e 6f 64 | .r7...r....r....r1...r!.....nNod |
| 8440 | 65 73 da 08 64 69 73 74 5f 6d 74 78 da 03 72 6f 77 da 02 6e 72 da 05 72 64 69 73 74 da 03 63 6f | es..dist_mtx..row..nr..rdist..co |
| 8460 | 6c da 02 6e 63 72 8d 00 00 00 72 8c 00 00 00 73 12 00 00 00 20 20 20 20 20 20 20 20 20 20 20 20 | l..ncr....r....s................ |
| 8480 | 20 20 20 20 20 20 72 24 00 00 00 72 07 00 00 00 72 07 00 00 00 67 03 00 00 73 7d 01 00 00 80 00 | ......r$...r....r....g...s}..... |
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| 8560 | 00 08 0b 80 7b d8 0b 0e 90 21 8a 38 dc 12 1f a0 01 a0 73 d4 12 2b 89 43 d8 0d 10 90 41 8a 58 dc | ....{....!.8......s..+.C....A.X. |
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| 8740 | ab 01 00 00 00 00 00 00 53 00 29 08 4e 72 02 00 00 00 e7 fc a9 f1 d2 4d 62 50 3f 72 33 00 00 00 | ........S.).Nr.........MbP?r3... |
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| 87a0 | 6b 61 6d 61 64 61 5f 6b 61 77 61 69 5f 63 6f 73 74 66 6e 72 c3 00 00 00 72 c4 00 00 00 72 be 00 | kamada_kawai_costfnr....r....r.. |
| 87c0 | 00 00 29 08 72 e5 00 00 00 72 8c 00 00 00 72 20 00 00 00 72 21 00 00 00 72 b7 00 00 00 da 06 6d | ..).r....r....r....r!...r......m |
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| 88c0 | f3 7c 02 00 00 97 00 7c 02 6a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 19 | .|.....|.j...................d.. |
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| 8960 | 0a 00 00 7d 07 7c 01 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 09 00 00 00 | ...}.|.j...................j.... |
| 8980 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 07 64 02 ac 03 ab 02 00 00 00 00 00 00 7d 08 7c | ...............|.d...........}.| |
| 89a0 | 01 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 04 7c 07 64 05 7c 08 7c 01 6a | .j...................d.|.d.|.|.j |
| 89c0 | 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 05 ab 01 00 00 00 00 00 00 64 06 7a | ...................|.........d.z |
| 89e0 | 05 00 00 7a 00 00 00 7a 0b 00 00 ab 03 00 00 00 00 00 00 7d 09 7c 08 7c 02 7a 05 00 00 64 07 7a | ...z...z...........}.|.|.z...d.z |
| 8a00 | 0a 00 00 7d 0a 64 01 7c 0a 7c 01 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c | ...}.d.|.|.j...................| |
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| 8a60 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 0a 7c 02 7c 0a 7c 09 ab 04 00 00 00 00 00 | .................d.|.|.|........ |
| 8a80 | 00 7c 01 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 0b 7c 02 7c 0a 7c 09 ab | .|.j...................d.|.|.|.. |
| 8aa0 | 04 00 00 00 00 00 00 7a 0a 00 00 7d 0c 7c 01 6a 11 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .......z...}.|.j................ |
| 8ac0 | 00 00 00 7c 06 64 01 ac 03 ab 02 00 00 00 00 00 00 7d 0d 7c 0b 64 08 7c 03 7a 05 00 00 7c 01 6a | ...|.d...........}.|.d.|.z...|.j |
| 8ae0 | 11 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0d 64 09 7a 08 00 00 ab 01 00 00 00 | ...................|.d.z........ |
| 8b00 | 00 00 00 7a 05 00 00 7a 0d 00 00 7d 0b 7c 0c 7c 03 7c 0d 7a 05 00 00 7a 0d 00 00 7d 0c 7c 0b 7c | ...z...z...}.|.|.|.z...z...}.|.| |
| 8b20 | 0c 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 66 02 53 | .j...........................f.S |
| 8b40 | 00 29 0c 4e 72 02 00 00 00 72 35 00 00 00 72 96 00 00 00 7a 0b 69 6a 6b 2c 69 6a 2d 3e 69 6a 6b | .).Nr....r5...r....z.ijk,ij->ijk |
| 8b60 | 72 33 00 00 00 72 ec 00 00 00 72 6b 00 00 00 72 bd 00 00 00 72 28 00 00 00 7a 0d 69 6a 2c 69 6a | r3...r....rk...r....r(...z.ij,ij |
| 8b80 | 2c 69 6a 6b 2d 3e 69 6b 7a 0d 69 6a 2c 69 6a 2c 69 6a 6b 2d 3e 6a 6b 29 0a 72 7f 00 00 00 72 be | ,ijk->ikz.ij,ij,ijk->jk).r....r. |
| 8ba0 | 00 00 00 72 9f 00 00 00 72 a0 00 00 00 72 a1 00 00 00 72 a3 00 00 00 72 ee 00 00 00 da 0c 64 69 | ...r....r....r....r....r......di |
| 8bc0 | 61 67 5f 69 6e 64 69 63 65 73 72 b4 00 00 00 72 c3 00 00 00 29 0e da 07 70 6f 73 5f 76 65 63 72 | ag_indicesr....r....)...pos_vecr |
| 8be0 | 21 00 00 00 da 07 69 6e 76 64 69 73 74 da 0a 6d 65 61 6e 77 65 69 67 68 74 72 20 00 00 00 72 e4 | !.....invdist..meanweightr....r. |
| 8c00 | 00 00 00 72 8c 00 00 00 72 a8 00 00 00 da 07 6e 6f 64 65 73 65 70 da 09 64 69 72 65 63 74 69 6f | ...r....r......nodesep..directio |
| 8c20 | 6e 72 5f 00 00 00 72 c6 00 00 00 72 c5 00 00 00 da 06 73 75 6d 70 6f 73 73 0e 00 00 00 20 20 20 | nr_...r....r......sumposs....... |
| 8c40 | 20 20 20 20 20 20 20 20 20 20 20 72 24 00 00 00 72 ef 00 00 00 72 ef 00 00 00 e3 03 00 00 73 48 | ...........r$...r....r........sH |
| 8c60 | 01 00 00 80 00 e0 0d 14 8f 5d 89 5d 98 31 d1 0d 1d 80 46 d8 0e 15 8f 6f 89 6f 98 76 a0 73 98 6d | .........].].1....F....o.o.v.s.m |
| 8c80 | d3 0e 2c 80 47 e0 0c 13 92 41 90 72 97 7a 91 7a a2 31 d0 14 24 d1 0c 25 a8 07 b0 02 b7 0a b1 0a | ..,.G....A.r.z.z.1..$..%........ |
| 8ca0 | ba 41 ba 71 d0 30 40 d1 28 41 d1 0c 41 80 45 d8 0e 10 8f 69 89 69 8f 6e 89 6e 98 55 a8 12 88 6e | .A.q.0@.(A..A.E....i.i.n.n.U...n |
| 8cc0 | d3 0e 2c 80 47 d8 10 12 97 09 91 09 98 2d a8 15 b0 01 b0 57 b8 72 bf 76 b9 76 c0 66 bb 7e d0 50 | ..,.G........-.....W.r.v.v.f.~.P |
| 8ce0 | 54 d1 3f 54 d1 35 54 d1 30 55 d3 10 56 80 49 e0 0d 14 90 77 d1 0d 1e a0 13 d1 0d 24 80 46 d8 26 | T.?T.5T.0U..V.I....w.......$.F.& |
| 8d00 | 27 80 46 88 32 8f 3f 89 3f 98 36 d3 0b 22 d1 04 23 e0 0b 0e 90 12 97 16 91 16 98 06 a0 01 99 09 | '.F.2.?.?.6.."..#............... |
| 8d20 | d3 11 22 d1 0b 22 80 44 d8 0b 0d 8f 39 89 39 90 5f a0 67 a8 76 b0 79 d3 0b 41 c0 42 c7 49 c1 49 | .."..".D....9.9._.g.v.y..A.B.I.I |
| 8d40 | d8 08 17 98 17 a0 26 a8 29 f3 03 02 45 01 06 f1 00 02 0c 06 80 44 f0 0a 00 0e 10 8f 56 89 56 90 | ......&.)...E........D......V.V. |
| 8d60 | 47 a0 21 88 56 d3 0d 24 80 46 d8 04 08 88 43 90 2a d1 0c 1c 98 72 9f 76 99 76 a0 66 a8 61 a1 69 | G.!.V..$.F....C.*....r.v.v.f.a.i |
| 8d80 | d3 1f 30 d1 0c 30 d1 04 30 80 44 d8 04 08 88 4a 98 16 d1 0c 1f d1 04 1f 80 44 e0 0c 10 90 24 97 | ..0..0..0.D....J.........D....$. |
| 8da0 | 2a 91 2a 93 2c d0 0b 1f d0 04 1f 72 26 00 00 00 63 06 00 00 00 00 00 00 00 00 00 00 00 06 00 00 | *.*.,......r&...c............... |
| 8dc0 | 00 03 00 00 00 f3 42 03 00 00 97 00 64 01 64 02 6c 00 7d 06 74 03 00 00 00 00 00 00 00 00 7c 00 | ......B.....d.d.l.}.t.........|. |
| 8de0 | 7c 03 7c 04 ab 03 00 00 00 00 00 00 5c 02 00 00 7d 00 7d 03 74 05 00 00 00 00 00 00 00 00 7c 00 | |.|.........\...}.}.t.........|. |
| 8e00 | ab 01 00 00 00 00 00 00 64 03 6b 1a 00 00 72 8a 74 05 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 | ........d.k...r.t.........|..... |
| 8e20 | 00 00 00 00 64 01 6b 28 00 00 72 12 7c 06 6a 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ....d.k(..r.|.j................. |
| 8e40 | 00 00 67 00 ab 01 00 00 00 00 00 00 7d 07 6e 55 74 05 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 | ..g.........}.nUt.........|..... |
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| 8ea0 | 00 00 00 00 00 00 00 00 7c 06 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 04 | ........|.j...................|. |
| 8ec0 | ab 01 00 00 00 00 00 00 7c 06 6a 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 03 | ........|.j...................|. |
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| 8f00 | 00 00 00 00 74 0d 00 00 00 00 00 00 00 00 7c 00 7c 07 ab 02 00 00 00 00 00 00 ab 01 00 00 00 00 | ....t.........|.|............... |
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| 8f60 | 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 01 64 07 ac 08 ab 03 00 00 00 00 00 00 7d 08 7c 00 | ............|.|.d...........}.|. |
| 8f80 | 6a 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 72 14 7c 08 | j...........................r.|. |
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| 9040 | 00 00 00 00 00 00 00 00 00 00 7c 00 7c 07 7c 05 ab 03 00 00 00 00 00 00 01 00 7c 07 53 00 23 00 | ..........|.|.|...........|.S.#. |
| 9060 | 74 1a 00 00 00 00 00 00 00 00 74 0e 00 00 00 00 00 00 00 00 66 02 24 00 72 45 01 00 74 11 00 00 | t.........t.........f.$.rE..t... |
| 9080 | 00 00 00 00 00 00 6a 1c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 01 ac 09 | ......j...................|.|... |
| 90a0 | ab 02 00 00 00 00 00 00 7d 08 7c 00 6a 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........}.|.j................... |
| 90c0 | ab 00 00 00 00 00 00 00 72 0f 7c 08 7c 08 6a 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........r.|.|.j................. |
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| 9100 | 59 00 8c 93 77 00 78 03 59 00 77 01 29 0b 61 95 07 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 | Y...w.x.Y.w.).a....Position.node |
| 9120 | 73 20 75 73 69 6e 67 20 74 68 65 20 65 69 67 65 6e 76 65 63 74 6f 72 73 20 6f 66 20 74 68 65 20 | s.using.the.eigenvectors.of.the. |
| 9140 | 67 72 61 70 68 20 4c 61 70 6c 61 63 69 61 6e 2e 0a 0a 20 20 20 20 55 73 69 6e 67 20 74 68 65 20 | graph.Laplacian.......Using.the. |
| 9160 | 75 6e 6e 6f 72 6d 61 6c 69 7a 65 64 20 4c 61 70 6c 61 63 69 61 6e 2c 20 74 68 65 20 6c 61 79 6f | unnormalized.Laplacian,.the.layo |
| 9180 | 75 74 20 73 68 6f 77 73 20 70 6f 73 73 69 62 6c 65 20 63 6c 75 73 74 65 72 73 20 6f 66 0a 20 20 | ut.shows.possible.clusters.of... |
| 91a0 | 20 20 6e 6f 64 65 73 20 77 68 69 63 68 20 61 72 65 20 61 6e 20 61 70 70 72 6f 78 69 6d 61 74 69 | ..nodes.which.are.an.approximati |
| 91c0 | 6f 6e 20 6f 66 20 74 68 65 20 72 61 74 69 6f 20 63 75 74 2e 20 49 66 20 64 69 6d 20 69 73 20 74 | on.of.the.ratio.cut..If.dim.is.t |
| 91e0 | 68 65 20 6e 75 6d 62 65 72 20 6f 66 0a 20 20 20 20 64 69 6d 65 6e 73 69 6f 6e 73 20 74 68 65 6e | he.number.of.....dimensions.then |
| 9200 | 20 74 68 65 20 70 6f 73 69 74 69 6f 6e 73 20 61 72 65 20 74 68 65 20 65 6e 74 72 69 65 73 20 6f | .the.positions.are.the.entries.o |
| 9220 | 66 20 74 68 65 20 64 69 6d 20 65 69 67 65 6e 76 65 63 74 6f 72 73 0a 20 20 20 20 63 6f 72 72 65 | f.the.dim.eigenvectors.....corre |
| 9240 | 73 70 6f 6e 64 69 6e 67 20 74 6f 20 74 68 65 20 61 73 63 65 6e 64 69 6e 67 20 65 69 67 65 6e 76 | sponding.to.the.ascending.eigenv |
| 9260 | 61 6c 75 65 73 20 73 74 61 72 74 69 6e 67 20 66 72 6f 6d 20 74 68 65 20 73 65 63 6f 6e 64 20 6f | alues.starting.from.the.second.o |
| 9280 | 6e 65 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d | ne.......Parameters.....-------- |
| 92a0 | 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 6f 72 20 6c 69 73 | --.....G.:.NetworkX.graph.or.lis |
| 92c0 | 74 20 6f 66 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 41 20 70 6f 73 69 74 69 6f 6e 20 77 69 | t.of.nodes.........A.position.wi |
| 92e0 | 6c 6c 20 62 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 | ll.be.assigned.to.every.node.in. |
| 9300 | 47 2e 0a 0a 20 20 20 20 77 65 69 67 68 74 20 3a 20 73 74 72 69 6e 67 20 6f 72 20 4e 6f 6e 65 20 | G.......weight.:.string.or.None. |
| 9320 | 20 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 27 77 65 69 67 68 74 27 29 0a 20 20 | ..optional.(default='weight')... |
| 9340 | 20 20 20 20 20 20 54 68 65 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 74 68 61 74 20 68 6f | ......The.edge.attribute.that.ho |
| 9360 | 6c 64 73 20 74 68 65 20 6e 75 6d 65 72 69 63 61 6c 20 76 61 6c 75 65 20 75 73 65 64 20 66 6f 72 | lds.the.numerical.value.used.for |
| 9380 | 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 64 67 65 20 77 65 69 67 68 74 2e 20 20 49 66 20 4e 6f | .........the.edge.weight...If.No |
| 93a0 | 6e 65 2c 20 74 68 65 6e 20 61 6c 6c 20 65 64 67 65 20 77 65 69 67 68 74 73 20 61 72 65 20 31 2e | ne,.then.all.edge.weights.are.1. |
| 93c0 | 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a 20 6e 75 6d 62 65 72 20 28 64 65 66 61 75 6c 74 3a 20 31 | ......scale.:.number.(default:.1 |
| 93e0 | 29 0a 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 66 61 63 74 6f 72 20 66 6f 72 20 70 6f 73 69 74 | ).........Scale.factor.for.posit |
| 9400 | 69 6f 6e 73 2e 0a 0a 20 20 20 20 63 65 6e 74 65 72 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f | ions.......center.:.array-like.o |
| 9420 | 72 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 43 6f 6f 72 64 69 6e 61 74 65 20 70 61 69 72 20 61 | r.None.........Coordinate.pair.a |
| 9440 | 72 6f 75 6e 64 20 77 68 69 63 68 20 74 6f 20 63 65 6e 74 65 72 20 74 68 65 20 6c 61 79 6f 75 74 | round.which.to.center.the.layout |
| 9460 | 2e 0a 0a 20 20 20 20 64 69 6d 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 44 69 6d 65 6e 73 69 | .......dim.:.int.........Dimensi |
| 9480 | 6f 6e 20 6f 66 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 | on.of.layout.......store_pos_as. |
| 94a0 | 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 49 66 20 6e | :.str,.default.None.........If.n |
| 94c0 | 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f | on-None,.the.position.of.each.no |
| 94e0 | 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 61 | de.will.be.stored.on.the.graph.a |
| 9500 | 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 75 74 65 20 77 69 74 68 20 74 68 69 73 | s.........an.attribute.with.this |
| 9520 | 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d 65 2c 20 77 68 69 63 68 20 63 61 6e 20 62 | .string.as.its.name,.which.can.b |
| 9540 | 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 60 60 47 2e 6e 6f 64 65 | e.accessed.with.........``G.node |
| 9560 | 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 73 5d 60 60 2e 20 54 68 65 20 66 75 6e 63 | s[...][store_pos_as]``..The.func |
| 9580 | 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 74 68 65 20 64 69 63 74 69 6f 6e 61 72 | tion.still.returns.the.dictionar |
| 95a0 | 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | y.......Returns.....-------..... |
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| 95e0 | 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 62 79 20 6e 6f 64 65 0a 0a 20 20 20 20 | of.positions.keyed.by.node...... |
| 9600 | 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 66 72 | Examples.....--------.....>>>.fr |
| 9620 | 6f 6d 20 70 70 72 69 6e 74 20 69 6d 70 6f 72 74 20 70 70 72 69 6e 74 0a 20 20 20 20 3e 3e 3e 20 | om.pprint.import.pprint.....>>>. |
| 9640 | 47 20 3d 20 6e 78 2e 70 61 74 68 5f 67 72 61 70 68 28 34 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 | G.=.nx.path_graph(4).....>>>.pos |
| 9660 | 20 3d 20 6e 78 2e 73 70 65 63 74 72 61 6c 5f 6c 61 79 6f 75 74 28 47 29 0a 20 20 20 20 3e 3e 3e | .=.nx.spectral_layout(G).....>>> |
| 9680 | 20 23 20 73 75 70 70 72 65 73 73 20 74 68 65 20 72 65 74 75 72 6e 65 64 20 64 69 63 74 20 61 6e | .#.suppress.the.returned.dict.an |
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| 9700 | 6e 74 28 6e 78 2e 67 65 74 5f 6e 6f 64 65 5f 61 74 74 72 69 62 75 74 65 73 28 47 2c 20 22 70 6f | nt(nx.get_node_attributes(G,."po |
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| 97c0 | 20 30 2e 37 36 35 33 36 36 38 36 5d 29 7d 0a 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d | .0.76536686])}.......Notes.....- |
| 97e0 | 2d 2d 2d 2d 0a 20 20 20 20 44 69 72 65 63 74 65 64 20 67 72 61 70 68 73 20 77 69 6c 6c 20 62 65 | ----.....Directed.graphs.will.be |
| 9800 | 20 63 6f 6e 73 69 64 65 72 65 64 20 61 73 20 75 6e 64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 | .considered.as.undirected.graphs |
| 9820 | 20 77 68 65 6e 0a 20 20 20 20 70 6f 73 69 74 69 6f 6e 69 6e 67 20 74 68 65 20 6e 6f 64 65 73 2e | .when.....positioning.the.nodes. |
| 9840 | 0a 0a 20 20 20 20 46 6f 72 20 6c 61 72 67 65 72 20 67 72 61 70 68 73 20 28 3e 35 30 30 20 6e 6f | ......For.larger.graphs.(>500.no |
| 9860 | 64 65 73 29 20 74 68 69 73 20 77 69 6c 6c 20 75 73 65 20 74 68 65 20 53 63 69 50 79 20 73 70 61 | des).this.will.use.the.SciPy.spa |
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| 98a0 | 4b 29 2e 0a 20 20 20 20 72 02 00 00 00 4e 72 28 00 00 00 72 33 00 00 00 e7 00 00 00 00 00 00 00 | K)......r....Nr(...r3........... |
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| 9900 | 00 00 72 17 00 00 00 72 7e 00 00 00 da 0b 69 73 5f 64 69 72 65 63 74 65 64 da 09 74 72 61 6e 73 | ..r....r~.....is_directed..trans |
| 9920 | 70 6f 73 65 da 10 5f 73 70 61 72 73 65 5f 73 70 65 63 74 72 61 6c da 0b 49 6d 70 6f 72 74 45 72 | pose.._sparse_spectral..ImportEr |
| 9940 | 72 6f 72 72 82 00 00 00 72 9c 00 00 00 da 09 5f 73 70 65 63 74 72 61 6c 72 09 00 00 00 72 2f 00 | rorr....r......_spectralr....r/. |
| 9960 | 00 00 29 09 72 1e 00 00 00 72 69 00 00 00 72 37 00 00 00 72 1f 00 00 00 72 20 00 00 00 72 31 00 | ..).r....ri...r7...r....r....r1. |
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| 9d60 | 74 da 04 72 65 61 6c 29 0c 72 8e 00 00 00 72 20 00 00 00 72 21 00 00 00 72 8f 00 00 00 72 90 00 | t..real).r....r....r!...r....r.. |
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| 9da0 | 0c 65 69 67 65 6e 76 65 63 74 6f 72 73 da 05 69 6e 64 65 78 73 0c 00 00 00 20 20 20 20 20 20 20 | .eigenvectors..indexs........... |
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| a100 | 00 00 00 7a 34 73 70 61 72 73 65 5f 73 70 65 63 74 72 61 6c 28 29 20 74 61 6b 65 73 20 61 6e 20 | ...z4sparse_spectral().takes.an. |
| a120 | 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 61 73 20 69 6e 70 75 74 72 33 00 00 00 72 96 | adjacency.matrix.as.inputr3...r. |
| a140 | 00 00 00 72 28 00 00 00 da 02 53 4d 29 02 da 05 77 68 69 63 68 da 03 6e 63 76 29 11 72 15 00 00 | ...r(.....SM)...which..ncv).r... |
| a160 | 00 72 af 00 00 00 72 7f 00 00 00 72 9a 00 00 00 72 17 00 00 00 72 9b 00 00 00 72 b2 00 00 00 72 | .r....r....r....r....r....r....r |
| a180 | d8 00 00 00 da 07 73 70 64 69 61 67 73 72 b4 00 00 00 72 38 00 00 00 da 03 69 6e 74 72 80 00 00 | ......spdiagsr....r8.....intr... |
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| a220 | 00 00 72 00 01 00 00 72 04 00 00 73 03 01 00 00 80 00 f3 08 00 05 17 db 04 16 f0 04 04 05 2d d8 | ..r....r...s..................-. |
| a240 | 14 15 97 47 91 47 89 09 88 06 90 01 f0 0e 00 09 0b 8f 09 89 09 d7 08 1b d1 08 1b 98 42 9f 49 99 | ...G.G......................B.I. |
| a260 | 49 d7 1c 2d d1 1c 2d a8 61 af 65 a9 65 b8 11 a8 65 ab 6d b8 51 c0 06 c8 06 d3 1c 4f d3 08 50 80 | I..-..-.a.e.e...e.m.Q......O..P. |
| a280 | 41 d8 08 09 88 41 89 05 80 41 e0 08 0b 88 61 89 07 80 41 e4 0a 0d 88 61 90 21 89 65 90 61 89 69 | A....A...A....a...A....a.!.e.a.i |
| a2a0 | 9c 13 98 52 9f 57 99 57 a0 56 9b 5f d3 19 2d d3 0a 2e 80 43 e0 20 22 a7 09 a1 09 d7 20 30 d1 20 | ...R.W.W.V._..-....C.."......0.. |
| a2c0 | 30 d7 20 36 d1 20 36 b0 71 b8 21 c0 34 c8 53 d0 20 36 d3 20 51 d1 04 1d 80 4b 90 1c d8 0c 0e 8f | 0..6..6.q.!.4.S..6..Q....K...... |
| a2e0 | 4a 89 4a 90 7b d3 0c 23 a0 41 a0 61 d0 0c 28 80 45 d8 0b 0d 8f 37 89 37 90 3c a2 01 a0 35 a0 08 | J.J.{..#.A.a..(.E....7.7.<...5.. |
| a300 | d1 13 29 d3 0b 2a d0 04 2a f8 f4 1f 00 0c 1a f2 00 02 05 2d d8 0e 44 88 03 dc 0e 10 d7 0e 1e d1 | ..)..*..*..........-..D......... |
| a320 | 0e 1e 98 73 d3 0e 23 a8 13 d0 08 2c fb f0 05 02 05 2d fa 73 17 00 00 00 8a 0f 43 2c 00 c3 2c 09 | ...s..#....,.....-.s......C,..,. |
| a340 | 44 12 03 c3 35 18 44 0d 03 c4 0d 05 44 12 03 63 05 00 00 00 00 00 00 00 00 00 00 00 07 00 00 00 | D...5.D.....D..c................ |
| a360 | 03 00 00 00 f3 46 02 00 00 97 00 64 01 64 02 6c 00 7d 05 7c 03 64 03 6b 37 00 00 72 0b 74 03 00 | .....F.....d.d.l.}.|.d.k7..r.t.. |
| a380 | 00 00 00 00 00 00 00 64 04 ab 01 00 00 00 00 00 00 82 01 74 05 00 00 00 00 00 00 00 00 7c 00 7c | .......d...........t.........|.| |
| a3a0 | 02 7c 03 ab 03 00 00 00 00 00 00 5c 02 00 00 7d 00 7d 02 74 07 00 00 00 00 00 00 00 00 7c 00 ab | .|.........\...}.}.t.........|.. |
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| a480 | 00 00 00 00 00 00 00 00 00 7c 06 ab 01 00 00 00 00 00 00 7d 08 74 15 00 00 00 00 00 00 00 00 7c | .........|.........}.t.........| |
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| a4e0 | 00 63 02 7d 0a ab 01 00 00 00 00 00 00 7d 08 7c 08 6a 19 00 00 00 00 00 00 00 00 00 00 00 00 00 | .c.}.........}.|.j.............. |
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| a520 | 00 00 00 7d 08 74 1d 00 00 00 00 00 00 00 00 7c 08 7c 01 ac 06 ab 02 00 00 00 00 00 00 7c 02 7a | ...}.t.........|.|...........|.z |
| a540 | 00 00 00 7d 08 74 1f 00 00 00 00 00 00 00 00 74 21 00 00 00 00 00 00 00 00 7c 09 7c 08 ab 02 00 | ...}.t.........t!........|.|.... |
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| a780 | 0a 0a 20 20 20 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c | ......store_pos_as.:.str,.defaul |
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| a8c0 | 20 20 20 20 20 20 41 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 | ......A.dictionary.of.positions. |
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| a900 | 2d 2d 2d 2d 0a 20 20 20 20 4e 65 74 77 6f 72 6b 58 45 78 63 65 70 74 69 6f 6e 0a 20 20 20 20 20 | ----.....NetworkXException...... |
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| b0c0 | 00 00 01 00 7c 08 53 00 29 09 61 75 07 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 73 20 69 6e | ....|.S.).au...Position.nodes.in |
| b0e0 | 20 61 20 73 70 69 72 61 6c 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 | .a.spiral.layout.......Parameter |
| b100 | 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b | s.....----------.....G.:.Network |
| b120 | 58 20 67 72 61 70 68 20 6f 72 20 6c 69 73 74 20 6f 66 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 | X.graph.or.list.of.nodes........ |
| b140 | 20 41 20 70 6f 73 69 74 69 6f 6e 20 77 69 6c 6c 20 62 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 | .A.position.will.be.assigned.to. |
| b160 | 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 47 2e 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a 20 6e 75 | every.node.in.G.......scale.:.nu |
| b180 | 6d 62 65 72 20 28 64 65 66 61 75 6c 74 3a 20 31 29 0a 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 | mber.(default:.1).........Scale. |
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| b1c0 | 72 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 72 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 43 | r.:.array-like.or.None.........C |
| b1e0 | 6f 6f 72 64 69 6e 61 74 65 20 70 61 69 72 20 61 72 6f 75 6e 64 20 77 68 69 63 68 20 74 6f 20 63 | oordinate.pair.around.which.to.c |
| b200 | 65 6e 74 65 72 20 74 68 65 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 64 69 6d 20 3a 20 69 6e 74 | enter.the.layout.......dim.:.int |
| b220 | 2c 20 64 65 66 61 75 6c 74 3d 32 0a 20 20 20 20 20 20 20 20 44 69 6d 65 6e 73 69 6f 6e 20 6f 66 | ,.default=2.........Dimension.of |
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| b260 | 20 73 75 70 70 6f 72 74 65 64 2e 0a 20 20 20 20 20 20 20 20 4f 74 68 65 72 20 64 69 6d 65 6e 73 | .supported..........Other.dimens |
| b280 | 69 6f 6e 20 76 61 6c 75 65 73 20 72 65 73 75 6c 74 20 69 6e 20 61 20 56 61 6c 75 65 45 72 72 6f | ion.values.result.in.a.ValueErro |
| b2a0 | 72 2e 0a 0a 20 20 20 20 72 65 73 6f 6c 75 74 69 6f 6e 20 3a 20 66 6c 6f 61 74 2c 20 64 65 66 61 | r.......resolution.:.float,.defa |
| b2c0 | 75 6c 74 3d 30 2e 33 35 0a 20 20 20 20 20 20 20 20 54 68 65 20 63 6f 6d 70 61 63 74 6e 65 73 73 | ult=0.35.........The.compactness |
| b2e0 | 20 6f 66 20 74 68 65 20 73 70 69 72 61 6c 20 6c 61 79 6f 75 74 20 72 65 74 75 72 6e 65 64 2e 0a | .of.the.spiral.layout.returned.. |
| b300 | 20 20 20 20 20 20 20 20 4c 6f 77 65 72 20 76 61 6c 75 65 73 20 72 65 73 75 6c 74 20 69 6e 20 6d | ........Lower.values.result.in.m |
| b320 | 6f 72 65 20 63 6f 6d 70 72 65 73 73 65 64 20 73 70 69 72 61 6c 20 6c 61 79 6f 75 74 73 2e 0a 0a | ore.compressed.spiral.layouts... |
| b340 | 20 20 20 20 65 71 75 69 64 69 73 74 61 6e 74 20 3a 20 62 6f 6f 6c 2c 20 64 65 66 61 75 6c 74 3d | ....equidistant.:.bool,.default= |
| b360 | 46 61 6c 73 65 0a 20 20 20 20 20 20 20 20 49 66 20 54 72 75 65 2c 20 6e 6f 64 65 73 20 77 69 6c | False.........If.True,.nodes.wil |
| b380 | 6c 20 62 65 20 70 6f 73 69 74 69 6f 6e 65 64 20 65 71 75 69 64 69 73 74 61 6e 74 20 66 72 6f 6d | l.be.positioned.equidistant.from |
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| b3e0 | 20 20 20 20 20 49 66 20 46 61 6c 73 65 2c 20 6e 6f 64 65 73 20 77 69 6c 6c 20 62 65 20 70 6f 73 | .....If.False,.nodes.will.be.pos |
| b400 | 69 74 69 6f 6e 65 64 20 61 74 20 65 71 75 61 6c 20 61 6e 67 6c 65 73 0a 20 20 20 20 20 20 20 20 | itioned.at.equal.angles......... |
| b420 | 66 72 6f 6d 20 65 61 63 68 20 6f 74 68 65 72 20 62 79 20 69 6e 63 72 65 61 73 69 6e 67 20 73 65 | from.each.other.by.increasing.se |
| b440 | 70 61 72 61 74 69 6f 6e 20 66 75 72 74 68 65 72 20 66 72 6f 6d 20 63 65 6e 74 65 72 2e 0a 0a 20 | paration.further.from.center.... |
| b460 | 20 20 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e | ...store_pos_as.:.str,.default.N |
| b480 | 6f 6e 65 0a 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 | one.........If.non-None,.the.pos |
| b4a0 | 69 74 69 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 | ition.of.each.node.will.be.store |
| b4c0 | 64 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 | d.on.the.graph.as.........an.att |
| b4e0 | 72 69 62 75 74 65 20 77 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e | ribute.with.this.string.as.its.n |
| b500 | 61 6d 65 2c 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a | ame,.which.can.be.accessed.with. |
| b520 | 20 20 20 20 20 20 20 20 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 | ........``G.nodes[...][store_pos |
| b540 | 5f 61 73 5d 60 60 2e 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 | _as]``..The.function.still.retur |
| b560 | 6e 73 20 74 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a | ns.the.dictionary.......Returns. |
| b580 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 0a 20 20 20 20 20 | ....-------.....pos.:.dict...... |
| b5a0 | 20 20 20 41 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 | ...A.dictionary.of.positions.key |
| b5c0 | 65 64 20 62 79 20 6e 6f 64 65 0a 0a 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d | ed.by.node......Raises.....----- |
| b5e0 | 2d 0a 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 49 66 20 64 69 6d 20 | -.....ValueError.........If.dim. |
| b600 | 21 3d 20 32 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a | !=.2......Examples.....--------. |
| b620 | 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 70 70 72 69 6e 74 20 69 6d 70 6f 72 74 20 70 70 72 69 6e | ....>>>.from.pprint.import.pprin |
| b640 | 74 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 70 61 74 68 5f 67 72 61 70 68 28 34 29 0a 20 | t.....>>>.G.=.nx.path_graph(4).. |
| b660 | 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 73 70 69 72 61 6c 5f 6c 61 79 6f 75 74 28 47 29 | ...>>>.pos.=.nx.spiral_layout(G) |
| b680 | 0a 20 20 20 20 3e 3e 3e 20 6e 78 2e 64 72 61 77 28 47 2c 20 70 6f 73 3d 70 6f 73 29 0a 20 20 20 | .....>>>.nx.draw(G,.pos=pos).... |
| b6a0 | 20 3e 3e 3e 20 23 20 73 75 70 70 72 65 73 73 20 74 68 65 20 72 65 74 75 72 6e 65 64 20 64 69 63 | .>>>.#.suppress.the.returned.dic |
| b6c0 | 74 20 61 6e 64 20 73 74 6f 72 65 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 64 69 72 65 63 74 6c | t.and.store.on.the.graph.directl |
| b6e0 | 79 0a 20 20 20 20 3e 3e 3e 20 5f 20 3d 20 6e 78 2e 73 70 69 72 61 6c 5f 6c 61 79 6f 75 74 28 47 | y.....>>>._.=.nx.spiral_layout(G |
| b700 | 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 22 29 0a 20 20 20 20 3e 3e 3e 20 70 70 | ,.store_pos_as="pos").....>>>.pp |
| b720 | 72 69 6e 74 28 6e 78 2e 67 65 74 5f 6e 6f 64 65 5f 61 74 74 72 69 62 75 74 65 73 28 47 2c 20 22 | rint(nx.get_node_attributes(G,." |
| b740 | 70 6f 73 22 29 29 0a 20 20 20 20 7b 30 3a 20 61 72 72 61 79 28 5b 2d 30 2e 36 34 31 35 33 32 37 | pos")).....{0:.array([-0.6415327 |
| b760 | 39 2c 20 2d 30 2e 36 38 35 35 35 30 38 37 5d 29 2c 0a 20 20 20 20 20 31 3a 20 61 72 72 61 79 28 | 9,.-0.68555087]),......1:.array( |
| b780 | 5b 2d 30 2e 30 33 33 30 37 39 31 33 2c 20 2d 30 2e 34 36 33 34 34 37 39 35 5d 29 2c 0a 20 20 20 | [-0.03307913,.-0.46344795]),.... |
| b7a0 | 20 20 32 3a 20 61 72 72 61 79 28 5b 30 2e 33 34 39 32 37 39 35 32 2c 20 30 2e 31 34 38 39 39 38 | ..2:.array([0.34927952,.0.148998 |
| b7c0 | 38 32 5d 29 2c 0a 20 20 20 20 20 33 3a 20 61 72 72 61 79 28 5b 30 2e 33 32 35 33 33 32 33 39 2c | 82]),......3:.array([0.32533239, |
| b7e0 | 20 31 2e 20 20 20 20 20 20 20 20 5d 29 7d 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d | .1.........])}......Notes.....-- |
| b800 | 2d 2d 2d 0a 20 20 20 20 54 68 69 73 20 61 6c 67 6f 72 69 74 68 6d 20 63 75 72 72 65 6e 74 6c 79 | ---.....This.algorithm.currently |
| b820 | 20 6f 6e 6c 79 20 77 6f 72 6b 73 20 69 6e 20 74 77 6f 20 64 69 6d 65 6e 73 69 6f 6e 73 2e 0a 0a | .only.works.in.two.dimensions... |
| b840 | 20 20 20 20 72 02 00 00 00 4e 72 28 00 00 00 72 43 00 00 00 72 33 00 00 00 72 bd 00 00 00 72 94 | ....r....Nr(...rC...r3...r....r. |
| b860 | 00 00 00 72 36 00 00 00 29 13 72 15 00 00 00 72 1d 00 00 00 72 25 00 00 00 72 1c 00 00 00 72 17 | ...r6...).r....r....r%...r....r. |
| b880 | 00 00 00 72 39 00 00 00 72 3a 00 00 00 72 2f 00 00 00 72 9e 00 00 00 da 06 61 70 70 65 6e 64 72 | ...r9...r:...r/...r......appendr |
| b8a0 | 3e 00 00 00 72 3f 00 00 00 da 06 61 72 61 6e 67 65 da 05 66 6c 6f 61 74 72 ff 00 00 00 72 e1 00 | >...r?.....arange..floatr....r.. |
| b8c0 | 00 00 72 09 00 00 00 72 2d 00 00 00 72 2e 00 00 00 29 10 72 1e 00 00 00 72 37 00 00 00 72 1f 00 | ..r....r-...r....).r....r7...r.. |
| b8e0 | 00 00 72 20 00 00 00 da 0a 72 65 73 6f 6c 75 74 69 6f 6e da 0b 65 71 75 69 64 69 73 74 61 6e 74 | ..r......resolution..equidistant |
| b900 | 72 31 00 00 00 72 21 00 00 00 72 32 00 00 00 da 05 63 68 6f 72 64 da 04 73 74 65 70 72 41 00 00 | r1...r!...r2.....chord..steprA.. |
| b920 | 00 72 90 00 00 00 72 c8 00 00 00 72 e3 00 00 00 da 05 61 6e 67 6c 65 73 10 00 00 00 20 20 20 20 | .r....r....r......angles........ |
| b940 | 20 20 20 20 20 20 20 20 20 20 20 20 72 24 00 00 00 72 10 00 00 00 72 10 00 00 00 d6 04 00 00 73 | ............r$...r....r........s |
| b960 | 9a 01 00 00 80 00 f3 4c 02 00 05 17 e0 07 0a 88 61 82 78 dc 0e 18 d0 19 37 d3 0e 38 d0 08 38 e4 | .......L........a.x.....7..8..8. |
| b980 | 10 1f a0 01 a0 36 a8 33 d3 10 2f 81 49 80 41 80 76 e4 07 0a 88 31 83 76 90 11 82 7b d8 0f 11 88 | .....6.3../.I.A.v....1.v...{.... |
| b9a0 | 09 dc 07 0a 88 31 83 76 90 11 82 7b dc 0f 11 8f 78 89 78 d7 0f 29 d1 0f 29 a8 21 d3 0f 2c a8 66 | .....1.v...{....x.x..)..).!..,.f |
| b9c0 | d0 0e 35 88 03 d8 0b 17 d0 0b 23 dc 0c 0e d7 0c 22 d1 0c 22 a0 31 a0 63 a8 3c d4 0c 38 d8 0f 12 | ..5.......#....."..".1.c.<..8... |
| b9e0 | 88 0a e0 0a 0c 80 43 d9 07 12 d8 10 11 88 05 d8 0f 12 88 04 d8 10 1a 88 05 d8 08 0d 90 15 98 24 | ......C........................$ |
| ba00 | a0 15 99 2c d1 11 27 d1 08 27 88 05 dc 11 16 94 73 98 31 93 76 93 1d f2 00 03 09 3f 88 41 d8 10 | ...,..'..'......s.1.v......?.A.. |
| ba20 | 14 90 75 91 0c 88 41 d8 0c 11 90 55 98 51 91 59 d1 0c 1e 88 45 d8 0c 0f 8f 4a 89 4a 98 02 9f 06 | ..u...A....U.Q.Y....E....J.J.... |
| ba40 | 99 06 98 75 9b 0d a8 01 d1 18 29 a8 32 af 36 a9 36 b0 25 ab 3d b8 31 d1 2b 3c d0 17 3d d5 0c 3e | ...u......).2.6.6.%.=.1.+<..=..> |
| ba60 | f1 07 03 09 3f f0 0c 00 10 12 8f 79 89 79 9c 13 98 51 9b 16 a4 75 88 79 d3 0f 2d 88 04 d8 10 1a | ....?......y.y...Q...u.y..-..... |
| ba80 | 98 54 d1 10 21 88 05 d8 0e 10 8f 6c 89 6c 98 34 a0 22 a7 28 a1 28 a8 42 af 46 a9 46 b0 35 ab 4d | .T..!......l.l.4.".(.(.B.F.F.5.M |
| baa0 | b8 32 bf 36 b9 36 c0 25 bb 3d d0 2b 49 d3 22 4a d1 1b 4a d3 0e 4b 88 03 e4 0a 18 98 12 9f 18 99 | .2.6.6.%.=.+I."J..J..K.......... |
| bac0 | 18 a0 23 9b 1d a8 65 d4 0a 34 b0 76 d1 0a 3d 80 43 e4 0a 0e 8c 73 90 31 90 63 8b 7b d3 0a 1b 80 | ..#...e..4.v..=.C....s.1.c.{.... |
| bae0 | 43 e0 07 13 d0 07 1f dc 08 0a d7 08 1e d1 08 1e 98 71 a0 23 a0 7c d4 08 34 e0 0b 0e 80 4a 72 26 | C................q.#.|..4....Jr& |
| bb00 | 00 00 00 63 06 00 00 00 00 00 00 00 00 00 00 00 06 00 00 00 03 00 00 00 f3 50 04 00 00 97 00 64 | ...c.....................P.....d |
| bb20 | 01 64 02 6c 00 7d 06 7c 02 64 03 76 01 72 0d 64 04 7d 07 74 03 00 00 00 00 00 00 00 00 7c 07 ab | .d.l.}.|.d.v.r.d.}.t.........|.. |
| bb40 | 01 00 00 00 00 00 00 82 01 74 05 00 00 00 00 00 00 00 00 7c 00 7c 04 64 05 ac 06 ab 03 00 00 00 | .........t.........|.|.d........ |
| bb60 | 00 00 00 5c 02 00 00 7d 00 7d 04 74 07 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 64 | ...\...}.}.t.........|.........d |
| bb80 | 01 6b 28 00 00 72 02 69 00 53 00 09 00 74 07 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 | .k(..r.i.S...t.........|........ |
| bba0 | 00 74 09 00 00 00 00 00 00 00 00 64 07 84 00 7c 01 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t.........d...|.j.............. |
| bbc0 | 00 00 00 00 00 ab 00 00 00 00 00 00 00 44 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 6b | .............D.................k |
| bbe0 | 37 00 00 72 15 74 0d 00 00 00 00 00 00 00 00 6a 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | 7..r.t.........j................ |
| bc00 | 00 00 00 64 08 ab 01 00 00 00 00 00 00 82 01 09 00 09 00 74 19 00 00 00 00 00 00 00 00 74 1b 00 | ...d...............t.........t.. |
| bc20 | 00 00 00 00 00 00 00 7c 01 6a 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 | .......|.j...................... |
| bc40 | 00 00 00 00 00 ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 09 64 02 7d 0a 67 00 7d 0b 74 | .....................}.d.}.g.}.t |
| bc60 | 07 00 00 00 00 00 00 00 00 7c 09 ab 01 00 00 00 00 00 00 7d 0c 74 21 00 00 00 00 00 00 00 00 7c | .........|.........}.t!........| |
| bc80 | 09 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 ab 01 00 | .j.............................. |
| bca0 | 00 00 00 00 00 44 00 5d 89 00 00 5c 02 00 00 7d 0d 7d 0e 74 07 00 00 00 00 00 00 00 00 7c 0e ab | .....D.]...\...}.}.t.........|.. |
| bcc0 | 01 00 00 00 00 00 00 7d 0f 7c 06 6a 23 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c | .......}.|.j#..................| |
| bce0 | 0d 7c 0f ab 02 00 00 00 00 00 00 7d 10 7c 06 6a 25 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|.........}.|.j%............... |
| bd00 | 00 00 00 64 01 7c 0f 74 26 00 00 00 00 00 00 00 00 ac 0a ab 03 00 00 00 00 00 00 7d 11 7c 0c 64 | ...d.|.t&..................}.|.d |
| bd20 | 0b 7a 0a 00 00 64 05 7a 0b 00 00 7c 0f 64 0b 7a 0a 00 00 64 05 7a 0b 00 00 66 02 7d 12 7c 06 6a | .z...d.z...|.d.z...d.z...f.}.|.j |
| bd40 | 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 10 7c 11 67 02 ab 01 00 00 00 00 00 | )..................|.|.g........ |
| bd60 | 00 7c 12 7a 0a 00 00 7d 13 7c 0a 80 03 7c 13 7d 0a 6e 13 7c 06 6a 2b 00 00 00 00 00 00 00 00 00 | .|.z...}.|...|.}.n.|.j+......... |
| bd80 | 00 00 00 00 00 00 00 00 00 7c 0a 7c 13 67 02 ab 01 00 00 00 00 00 00 7d 0a 7c 0b 6a 2d 00 00 00 | .........|.|.g.........}.|.j-... |
| bda0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0e ab 01 00 00 00 00 00 00 01 00 8c 8b 04 00 74 | ...............|...............t |
| bdc0 | 2f 00 00 00 00 00 00 00 00 7c 0a 7c 03 ac 0c ab 02 00 00 00 00 00 00 7c 04 7a 00 00 00 7d 0a 7c | /........|.|...........|.z...}.| |
| bde0 | 02 64 0d 6b 28 00 00 72 0c 7c 0a 64 02 64 02 85 02 64 02 64 02 64 0e 85 03 66 02 19 00 00 00 7d | .d.k(..r.|.d.d...d.d.d...f.....} |
| be00 | 0a 74 19 00 00 00 00 00 00 00 00 74 31 00 00 00 00 00 00 00 00 7c 0b 7c 0a ab 02 00 00 00 00 00 | .t.........t1........|.|........ |
| be20 | 00 ab 01 00 00 00 00 00 00 7d 0a 7c 05 81 17 74 0d 00 00 00 00 00 00 00 00 6a 32 00 00 00 00 00 | .........}.|...t.........j2..... |
| be40 | 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 0a 7c 05 ab 03 00 00 00 00 00 00 01 00 7c 0a 53 | .............|.|.|...........|.S |
| be60 | 00 23 00 74 10 00 00 00 00 00 00 00 00 24 00 72 68 01 00 74 0d 00 00 00 00 00 00 00 00 6a 12 00 | .#.t.........$.rh..t.........j.. |
| be80 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 01 ab 02 00 00 00 00 00 00 7d 08 74 | .................|.|.........}.t |
| bea0 | 07 00 00 00 00 00 00 00 00 7c 08 ab 01 00 00 00 00 00 00 74 07 00 00 00 00 00 00 00 00 7c 00 ab | .........|.........t.........|.. |
| bec0 | 01 00 00 00 00 00 00 6b 37 00 00 72 18 74 0d 00 00 00 00 00 00 00 00 6a 0e 00 00 00 00 00 00 00 | .......k7..r.t.........j........ |
| bee0 | 00 00 00 00 00 00 00 00 00 00 00 64 09 7c 01 9b 00 9d 02 ab 01 00 00 00 00 00 00 82 01 74 0c 00 | ...........d.|...............t.. |
| bf00 | 00 00 00 00 00 00 00 6a 14 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 17 00 00 00 | .......j...................j.... |
| bf20 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 08 ab 01 00 00 00 00 00 00 7d 01 59 00 90 01 8c | ...............|.........}.Y.... |
| bf40 | 98 77 00 78 03 59 00 77 01 23 00 74 1e 00 00 00 00 00 00 00 00 24 00 72 06 01 00 7c 01 7d 09 59 | .w.x.Y.w.#.t.........$.r...|.}.Y |
| bf60 | 00 90 01 8c 87 77 00 78 03 59 00 77 01 29 0f 61 1e 07 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 | .....w.x.Y.w.).a....Position.nod |
| bf80 | 65 73 20 69 6e 20 6c 61 79 65 72 73 20 6f 66 20 73 74 72 61 69 67 68 74 20 6c 69 6e 65 73 2e 0a | es.in.layers.of.straight.lines.. |
| bfa0 | 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 | .....Parameters.....----------.. |
| bfc0 | 20 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 6f 72 20 6c 69 73 74 20 6f 66 | ...G.:.NetworkX.graph.or.list.of |
| bfe0 | 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 41 20 70 6f 73 69 74 69 6f 6e 20 77 69 6c 6c 20 62 | .nodes.........A.position.will.b |
| c000 | 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 47 2e 0a 0a | e.assigned.to.every.node.in.G... |
| c020 | 20 20 20 20 73 75 62 73 65 74 5f 6b 65 79 20 3a 20 73 74 72 69 6e 67 20 6f 72 20 64 69 63 74 20 | ....subset_key.:.string.or.dict. |
| c040 | 28 64 65 66 61 75 6c 74 3d 27 73 75 62 73 65 74 27 29 0a 20 20 20 20 20 20 20 20 49 66 20 61 20 | (default='subset').........If.a. |
| c060 | 73 74 72 69 6e 67 2c 20 74 68 65 20 6b 65 79 20 6f 66 20 6e 6f 64 65 20 64 61 74 61 20 69 6e 20 | string,.the.key.of.node.data.in. |
| c080 | 47 20 74 68 61 74 20 68 6f 6c 64 73 20 74 68 65 20 6e 6f 64 65 20 73 75 62 73 65 74 2e 0a 20 20 | G.that.holds.the.node.subset.... |
| c0a0 | 20 20 20 20 20 20 49 66 20 61 20 64 69 63 74 2c 20 6b 65 79 65 64 20 62 79 20 6c 61 79 65 72 20 | ......If.a.dict,.keyed.by.layer. |
| c0c0 | 6e 75 6d 62 65 72 20 74 6f 20 74 68 65 20 6e 6f 64 65 73 20 69 6e 20 74 68 61 74 20 6c 61 79 65 | number.to.the.nodes.in.that.laye |
| c0e0 | 72 2f 73 75 62 73 65 74 2e 0a 0a 20 20 20 20 61 6c 69 67 6e 20 3a 20 73 74 72 69 6e 67 20 28 64 | r/subset.......align.:.string.(d |
| c100 | 65 66 61 75 6c 74 3d 27 76 65 72 74 69 63 61 6c 27 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 61 | efault='vertical').........The.a |
| c120 | 6c 69 67 6e 6d 65 6e 74 20 6f 66 20 6e 6f 64 65 73 2e 20 56 65 72 74 69 63 61 6c 20 6f 72 20 68 | lignment.of.nodes..Vertical.or.h |
| c140 | 6f 72 69 7a 6f 6e 74 61 6c 2e 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a 20 6e 75 6d 62 65 72 20 28 | orizontal.......scale.:.number.( |
| c160 | 64 65 66 61 75 6c 74 3a 20 31 29 0a 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 66 61 63 74 6f 72 | default:.1).........Scale.factor |
| c180 | 20 66 6f 72 20 70 6f 73 69 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 63 65 6e 74 65 72 20 3a 20 61 72 | .for.positions.......center.:.ar |
| c1a0 | 72 61 79 2d 6c 69 6b 65 20 6f 72 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 43 6f 6f 72 64 69 6e | ray-like.or.None.........Coordin |
| c1c0 | 61 74 65 20 70 61 69 72 20 61 72 6f 75 6e 64 20 77 68 69 63 68 20 74 6f 20 63 65 6e 74 65 72 20 | ate.pair.around.which.to.center. |
| c1e0 | 74 68 65 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 | the.layout.......store_pos_as.:. |
| c200 | 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e | str,.default.None.........If.non |
| c220 | 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 | -None,.the.position.of.each.node |
| c240 | 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 61 73 0a | .will.be.stored.on.the.graph.as. |
| c260 | 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 75 74 65 20 77 69 74 68 20 74 68 69 73 20 73 | ........an.attribute.with.this.s |
| c280 | 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d 65 2c 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 | tring.as.its.name,.which.can.be. |
| c2a0 | 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 60 60 47 2e 6e 6f 64 65 73 5b | accessed.with.........``G.nodes[ |
| c2c0 | 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 73 5d 60 60 2e 20 54 68 65 20 66 75 6e 63 74 69 | ...][store_pos_as]``..The.functi |
| c2e0 | 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 74 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e | on.still.returns.the.dictionary. |
| c300 | 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f | ......Returns.....-------.....po |
| c320 | 73 20 3a 20 64 69 63 74 0a 20 20 20 20 20 20 20 20 41 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 | s.:.dict.........A.dictionary.of |
| c340 | 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 62 79 20 6e 6f 64 65 2e 0a 0a 20 20 20 20 45 | .positions.keyed.by.node.......E |
| c360 | 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 47 20 3d | xamples.....--------.....>>>.G.= |
| c380 | 20 6e 78 2e 63 6f 6d 70 6c 65 74 65 5f 6d 75 6c 74 69 70 61 72 74 69 74 65 5f 67 72 61 70 68 28 | .nx.complete_multipartite_graph( |
| c3a0 | 32 38 2c 20 31 36 2c 20 31 30 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 6d 75 6c | 28,.16,.10).....>>>.pos.=.nx.mul |
| c3c0 | 74 69 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 28 47 29 0a 20 20 20 20 3e 3e 3e 20 23 20 73 75 | tipartite_layout(G).....>>>.#.su |
| c3e0 | 70 70 72 65 73 73 20 74 68 65 20 72 65 74 75 72 6e 65 64 20 64 69 63 74 20 61 6e 64 20 73 74 6f | ppress.the.returned.dict.and.sto |
| c400 | 72 65 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 3e 3e 3e | re.on.the.graph.directly.....>>> |
| c420 | 20 47 20 3d 20 6e 78 2e 63 6f 6d 70 6c 65 74 65 5f 6d 75 6c 74 69 70 61 72 74 69 74 65 5f 67 72 | .G.=.nx.complete_multipartite_gr |
| c440 | 61 70 68 28 32 38 2c 20 31 36 2c 20 31 30 29 0a 20 20 20 20 3e 3e 3e 20 5f 20 3d 20 6e 78 2e 6d | aph(28,.16,.10).....>>>._.=.nx.m |
| c460 | 75 6c 74 69 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 28 47 2c 20 73 74 6f 72 65 5f 70 6f 73 5f | ultipartite_layout(G,.store_pos_ |
| c480 | 61 73 3d 22 70 6f 73 22 29 0a 0a 20 20 20 20 6f 72 20 75 73 65 20 61 20 64 69 63 74 20 74 6f 20 | as="pos")......or.use.a.dict.to. |
| c4a0 | 70 72 6f 76 69 64 65 20 74 68 65 20 6c 61 79 65 72 73 20 6f 66 20 74 68 65 20 6c 61 79 6f 75 74 | provide.the.layers.of.the.layout |
| c4c0 | 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 47 72 61 70 68 28 5b 28 30 2c 20 31 29 2c 20 | ......>>>.G.=.nx.Graph([(0,.1),. |
| c4e0 | 28 31 2c 20 32 29 2c 20 28 31 2c 20 33 29 2c 20 28 33 2c 20 34 29 5d 29 0a 20 20 20 20 3e 3e 3e | (1,.2),.(1,.3),.(3,.4)]).....>>> |
| c500 | 20 6c 61 79 65 72 73 20 3d 20 7b 22 61 22 3a 20 5b 30 5d 2c 20 22 62 22 3a 20 5b 31 5d 2c 20 22 | .layers.=.{"a":.[0],."b":.[1],." |
| c520 | 63 22 3a 20 5b 32 2c 20 33 5d 2c 20 22 64 22 3a 20 5b 34 5d 7d 0a 20 20 20 20 3e 3e 3e 20 70 6f | c":.[2,.3],."d":.[4]}.....>>>.po |
| c540 | 73 20 3d 20 6e 78 2e 6d 75 6c 74 69 70 61 72 74 69 74 65 5f 6c 61 79 6f 75 74 28 47 2c 20 73 75 | s.=.nx.multipartite_layout(G,.su |
| c560 | 62 73 65 74 5f 6b 65 79 3d 6c 61 79 65 72 73 29 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 | bset_key=layers)......Notes..... |
| c580 | 2d 2d 2d 2d 2d 0a 20 20 20 20 54 68 69 73 20 61 6c 67 6f 72 69 74 68 6d 20 63 75 72 72 65 6e 74 | -----.....This.algorithm.current |
| c5a0 | 6c 79 20 6f 6e 6c 79 20 77 6f 72 6b 73 20 69 6e 20 74 77 6f 20 64 69 6d 65 6e 73 69 6f 6e 73 20 | ly.only.works.in.two.dimensions. |
| c5c0 | 61 6e 64 20 64 6f 65 73 20 6e 6f 74 0a 20 20 20 20 74 72 79 20 74 6f 20 6d 69 6e 69 6d 69 7a 65 | and.does.not.....try.to.minimize |
| c5e0 | 20 65 64 67 65 20 63 72 6f 73 73 69 6e 67 73 2e 0a 0a 20 20 20 20 4e 65 74 77 6f 72 6b 20 64 6f | .edge.crossings.......Network.do |
| c600 | 65 73 20 6e 6f 74 20 6e 65 65 64 20 74 6f 20 62 65 20 61 20 63 6f 6d 70 6c 65 74 65 20 6d 75 6c | es.not.need.to.be.a.complete.mul |
| c620 | 74 69 70 61 72 74 69 74 65 20 67 72 61 70 68 2e 20 41 73 20 6c 6f 6e 67 20 61 73 20 6e 6f 64 65 | tipartite.graph..As.long.as.node |
| c640 | 73 0a 20 20 20 20 68 61 76 65 20 73 75 62 73 65 74 5f 6b 65 79 20 64 61 74 61 2c 20 74 68 65 79 | s.....have.subset_key.data,.they |
| c660 | 20 77 69 6c 6c 20 62 65 20 70 6c 61 63 65 64 20 69 6e 20 74 68 65 20 63 6f 72 72 65 73 70 6f 6e | .will.be.placed.in.the.correspon |
| c680 | 64 69 6e 67 20 6c 61 79 65 72 73 2e 0a 0a 20 20 20 20 72 02 00 00 00 4e 72 52 00 00 00 72 54 00 | ding.layers.......r....NrR...rT. |
| c6a0 | 00 00 72 28 00 00 00 72 55 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 33 00 00 | ..r(...rU...c................3.. |
| c6c0 | 00 f3 32 00 00 00 4b 00 01 00 97 00 7c 00 5d 0f 00 00 7d 01 74 01 00 00 00 00 00 00 00 00 7c 01 | ..2...K.....|.]...}.t.........|. |
| c6e0 | ab 01 00 00 00 00 00 00 96 01 97 01 01 00 8c 11 04 00 79 00 ad 03 77 01 72 73 00 00 00 a9 01 72 | ..................y...w.rs.....r |
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| d0c0 | 6f 75 74 20 66 6f 72 20 6e 65 74 77 6f 72 6b 78 0a 0a 20 20 20 20 54 68 65 20 61 74 74 72 61 63 | out.for.networkx......The.attrac |
| d0e0 | 74 69 76 65 20 61 6e 64 20 72 65 70 75 6c 73 69 76 65 20 66 6f 72 63 65 73 20 28 61 72 66 29 20 | tive.and.repulsive.forces.(arf). |
| d100 | 6c 61 79 6f 75 74 20 5b 31 5d 20 69 6d 70 72 6f 76 65 73 20 74 68 65 20 73 70 72 69 6e 67 0a 20 | layout.[1].improves.the.spring.. |
| d120 | 20 20 20 6c 61 79 6f 75 74 20 69 6e 20 74 68 72 65 65 20 77 61 79 73 2e 20 46 69 72 73 74 2c 20 | ...layout.in.three.ways..First,. |
| d140 | 69 74 20 70 72 65 76 65 6e 74 73 20 63 6f 6e 67 65 73 74 69 6f 6e 20 6f 66 20 68 69 67 68 6c 79 | it.prevents.congestion.of.highly |
| d160 | 20 63 6f 6e 6e 65 63 74 65 64 20 6e 6f 64 65 73 0a 20 20 20 20 64 75 65 20 74 6f 20 73 74 72 6f | .connected.nodes.....due.to.stro |
| d180 | 6e 67 20 66 6f 72 63 69 6e 67 20 62 65 74 77 65 65 6e 20 6e 6f 64 65 73 2e 20 53 65 63 6f 6e 64 | ng.forcing.between.nodes..Second |
| d1a0 | 2c 20 69 74 20 75 74 69 6c 69 7a 65 73 20 74 68 65 20 6c 61 79 6f 75 74 20 73 70 61 63 65 0a 20 | ,.it.utilizes.the.layout.space.. |
| d1c0 | 20 20 20 6d 6f 72 65 20 65 66 66 65 63 74 69 76 65 6c 79 20 62 79 20 70 72 65 76 65 6e 74 69 6e | ...more.effectively.by.preventin |
| d1e0 | 67 20 6c 61 72 67 65 20 67 61 70 73 20 74 68 61 74 20 73 70 72 69 6e 67 20 6c 61 79 6f 75 74 20 | g.large.gaps.that.spring.layout. |
| d200 | 74 65 6e 64 73 20 74 6f 20 63 72 65 61 74 65 2e 0a 20 20 20 20 4c 61 73 74 6c 79 2c 20 74 68 65 | tends.to.create......Lastly,.the |
| d220 | 20 61 72 66 20 6c 61 79 6f 75 74 20 72 65 70 72 65 73 65 6e 74 73 20 73 79 6d 6d 65 74 72 69 65 | .arf.layout.represents.symmetrie |
| d240 | 73 20 69 6e 20 74 68 65 20 6c 61 79 6f 75 74 20 62 65 74 74 65 72 20 74 68 61 6e 20 74 68 65 0a | s.in.the.layout.better.than.the. |
| d260 | 20 20 20 20 64 65 66 61 75 6c 74 20 73 70 72 69 6e 67 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 | ....default.spring.layout....... |
| d280 | 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 | Parameters.....----------.....G. |
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| d300 | 65 20 6e 6f 64 65 73 2e 20 20 49 66 20 73 65 74 20 20 74 6f 20 4e 6f 6e 65 20 20 61 0a 20 20 20 | e.nodes...If.set..to.None..a.... |
| d320 | 20 20 20 20 20 72 61 6e 64 6f 6d 20 6c 61 79 6f 75 74 20 77 69 6c 6c 20 62 65 20 75 73 65 64 2e | .....random.layout.will.be.used. |
| d340 | 0a 20 20 20 20 73 63 61 6c 69 6e 67 20 3a 20 66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 53 63 61 | .....scaling.:.float.........Sca |
| d360 | 6c 65 73 20 74 68 65 20 72 61 64 69 75 73 20 6f 66 20 74 68 65 20 63 69 72 63 75 6c 61 72 20 6c | les.the.radius.of.the.circular.l |
| d380 | 61 79 6f 75 74 20 73 70 61 63 65 2e 0a 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 0a 20 20 20 20 20 | ayout.space......a.:.float...... |
| d3a0 | 20 20 20 53 74 72 65 6e 67 74 68 20 6f 66 20 73 70 72 69 6e 67 73 20 62 65 74 77 65 65 6e 20 63 | ...Strength.of.springs.between.c |
| d3c0 | 6f 6e 6e 65 63 74 65 64 20 6e 6f 64 65 73 2e 20 53 68 6f 75 6c 64 20 62 65 20 6c 61 72 67 65 72 | onnected.nodes..Should.be.larger |
| d3e0 | 20 74 68 61 6e 20 31 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 67 72 65 61 74 65 72 20 61 2c 20 | .than.1..........The.greater.a,. |
| d400 | 74 68 65 20 63 6c 65 61 72 65 72 20 74 68 65 20 73 65 70 61 72 61 74 69 6f 6e 20 6f 66 20 75 6e | the.clearer.the.separation.of.un |
| d420 | 63 6f 6e 6e 65 63 74 65 64 20 73 75 62 20 63 6c 75 73 74 65 72 73 2e 0a 20 20 20 20 65 74 6f 6c | connected.sub.clusters......etol |
| d440 | 20 3a 20 66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 47 72 61 64 69 65 6e 74 20 73 75 6d 20 6f 66 | .:.float.........Gradient.sum.of |
| d460 | 20 73 70 72 69 6e 67 20 66 6f 72 63 65 73 20 6d 75 73 74 20 62 65 20 6c 61 72 67 65 72 20 74 68 | .spring.forces.must.be.larger.th |
| d480 | 61 6e 20 60 65 74 6f 6c 60 20 62 65 66 6f 72 65 20 73 75 63 63 65 73 73 66 75 6c 0a 20 20 20 20 | an.`etol`.before.successful..... |
| d4a0 | 20 20 20 20 74 65 72 6d 69 6e 61 74 69 6f 6e 2e 0a 20 20 20 20 64 74 20 3a 20 66 6c 6f 61 74 0a | ....termination......dt.:.float. |
| d4c0 | 20 20 20 20 20 20 20 20 54 69 6d 65 20 73 74 65 70 20 66 6f 72 20 66 6f 72 63 65 20 64 69 66 66 | ........Time.step.for.force.diff |
| d4e0 | 65 72 65 6e 74 69 61 6c 20 65 71 75 61 74 69 6f 6e 20 73 69 6d 75 6c 61 74 69 6f 6e 73 2e 0a 20 | erential.equation.simulations... |
| d500 | 20 20 20 6d 61 78 5f 69 74 65 72 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 4d 61 78 20 69 74 | ...max_iter.:.int.........Max.it |
| d520 | 65 72 61 74 69 6f 6e 73 20 62 65 66 6f 72 65 20 74 65 72 6d 69 6e 61 74 69 6f 6e 20 6f 66 20 74 | erations.before.termination.of.t |
| d540 | 68 65 20 61 6c 67 6f 72 69 74 68 6d 2e 0a 20 20 20 20 73 65 65 64 20 3a 20 69 6e 74 2c 20 52 61 | he.algorithm......seed.:.int,.Ra |
| d560 | 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 20 6f 72 20 4e 6f 6e 65 20 20 6f 70 74 69 | ndomState.instance.or.None..opti |
| d580 | 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 53 65 74 20 | onal.(default=None).........Set. |
| d5a0 | 74 68 65 20 72 61 6e 64 6f 6d 20 73 74 61 74 65 20 66 6f 72 20 64 65 74 65 72 6d 69 6e 69 73 74 | the.random.state.for.determinist |
| d5c0 | 69 63 20 6e 6f 64 65 20 6c 61 79 6f 75 74 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 69 6e 74 2c | ic.node.layouts..........If.int, |
| d5e0 | 20 60 73 65 65 64 60 20 69 73 20 74 68 65 20 73 65 65 64 20 75 73 65 64 20 62 79 20 74 68 65 20 | .`seed`.is.the.seed.used.by.the. |
| d600 | 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2c 0a 20 20 20 20 20 20 20 | random.number.generator,........ |
| d620 | 20 69 66 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 | .if.numpy.random.RandomState.ins |
| d640 | 74 61 6e 63 65 2c 20 60 73 65 65 64 60 20 69 73 20 74 68 65 20 72 61 6e 64 6f 6d 0a 20 20 20 20 | tance,.`seed`.is.the.random..... |
| d660 | 20 20 20 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2c 0a 20 20 20 20 20 20 20 20 69 66 | ....number.generator,.........if |
| d680 | 20 4e 6f 6e 65 2c 20 74 68 65 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 | .None,.the.random.number.generat |
| d6a0 | 6f 72 20 69 73 20 74 68 65 20 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 20 75 | or.is.the.RandomState.instance.u |
| d6c0 | 73 65 64 0a 20 20 20 20 20 20 20 20 62 79 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 0a 20 20 20 | sed.........by.numpy.random..... |
| d6e0 | 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e | .store_pos_as.:.str,.default.Non |
| d700 | 65 0a 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 | e.........If.non-None,.the.posit |
| d720 | 69 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 | ion.of.each.node.will.be.stored. |
| d740 | 6f 6e 20 74 68 65 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 | on.the.graph.as.........an.attri |
| d760 | 62 75 74 65 20 77 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d | bute.with.this.string.as.its.nam |
| d780 | 65 2c 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 | e,.which.can.be.accessed.with... |
| d7a0 | 20 20 20 20 20 20 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 | ......``G.nodes[...][store_pos_a |
| d7c0 | 73 5d 60 60 2e 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 | s]``..The.function.still.returns |
| d7e0 | 20 74 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 | .the.dictionary.......Returns... |
| d800 | 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 0a 20 20 20 20 20 20 20 | ..-------.....pos.:.dict........ |
| d820 | 20 41 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 | .A.dictionary.of.positions.keyed |
| d840 | 20 62 79 20 6e 6f 64 65 2e 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d | .by.node.......Examples.....---- |
| d860 | 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 67 72 69 64 5f 67 72 61 70 68 28 28 | ----.....>>>.G.=.nx.grid_graph(( |
| d880 | 35 2c 20 35 29 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 61 72 66 5f 6c 61 79 6f | 5,.5)).....>>>.pos.=.nx.arf_layo |
| d8a0 | 75 74 28 47 29 0a 20 20 20 20 3e 3e 3e 20 23 20 73 75 70 70 72 65 73 73 20 74 68 65 20 72 65 74 | ut(G).....>>>.#.suppress.the.ret |
| d8c0 | 75 72 6e 65 64 20 64 69 63 74 20 61 6e 64 20 73 74 6f 72 65 20 6f 6e 20 74 68 65 20 67 72 61 70 | urned.dict.and.store.on.the.grap |
| d8e0 | 68 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 67 72 69 64 5f 67 | h.directly.....>>>.G.=.nx.grid_g |
| d900 | 72 61 70 68 28 28 35 2c 20 35 29 29 0a 20 20 20 20 3e 3e 3e 20 5f 20 3d 20 6e 78 2e 61 72 66 5f | raph((5,.5)).....>>>._.=.nx.arf_ |
| d920 | 6c 61 79 6f 75 74 28 47 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 22 29 0a 0a 20 | layout(G,.store_pos_as="pos")... |
| d940 | 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | ...References.....----------.... |
| d960 | 20 2e 2e 20 5b 31 5d 20 22 53 65 6c 66 2d 4f 72 67 61 6e 69 7a 61 74 69 6f 6e 20 41 70 70 6c 69 | ....[1]."Self-Organization.Appli |
| d980 | 65 64 20 74 6f 20 44 79 6e 61 6d 69 63 20 4e 65 74 77 6f 72 6b 20 4c 61 79 6f 75 74 22 2c 20 4d | ed.to.Dynamic.Network.Layout",.M |
| d9a0 | 2e 20 47 65 69 70 65 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 6e 74 65 72 6e 61 74 69 6f | ..Geipel,.............Internatio |
| d9c0 | 6e 61 6c 20 4a 6f 75 72 6e 61 6c 20 6f 66 20 4d 6f 64 65 72 6e 20 50 68 79 73 69 63 73 20 43 2c | nal.Journal.of.Modern.Physics.C, |
| d9e0 | 20 32 30 30 37 2c 20 56 6f 6c 20 31 38 2c 20 4e 6f 20 31 30 2c 0a 20 20 20 20 20 20 20 20 20 20 | .2007,.Vol.18,.No.10,........... |
| da00 | 20 20 70 70 2e 20 31 35 33 37 2d 31 35 34 39 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 | ..pp..1537-1549..............htt |
| da20 | 70 73 3a 2f 2f 64 6f 69 2e 6f 72 67 2f 31 30 2e 31 31 34 32 2f 53 30 31 32 39 31 38 33 31 30 37 | ps://doi.org/10.1142/S0129183107 |
| da40 | 30 31 31 35 35 38 20 68 74 74 70 73 3a 2f 2f 61 72 78 69 76 2e 6f 72 67 2f 61 62 73 2f 30 37 30 | 011558.https://arxiv.org/abs/070 |
| da60 | 34 2e 31 37 34 38 0a 20 20 20 20 72 02 00 00 00 4e 72 33 00 00 00 7a 27 54 68 65 20 70 61 72 61 | 4.1748.....r....Nr3...z'The.para |
| da80 | 6d 65 74 65 72 20 61 20 73 68 6f 75 6c 64 20 62 65 20 6c 61 72 67 65 72 20 74 68 61 6e 20 31 29 | meter.a.should.be.larger.than.1) |
| daa0 | 01 72 30 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 33 00 00 00 f3 28 00 00 00 | .r0...c................3....(... |
| dac0 | 95 01 4b 00 01 00 97 00 7c 00 5d 09 00 00 7d 01 89 02 7c 01 19 00 00 00 96 01 97 01 01 00 8c 0b | ..K.....|.]...}...|............. |
| dae0 | 04 00 79 00 ad 03 77 01 72 73 00 00 00 72 74 00 00 00 29 03 72 75 00 00 00 72 89 00 00 00 da 0a | ..y...w.rs...rt...).ru...r...... |
| db00 | 6e 6f 64 65 5f 6f 72 64 65 72 73 03 00 00 00 20 20 80 72 24 00 00 00 72 78 00 00 00 7a 1d 61 72 | node_orders.......r$...rx...z.ar |
| db20 | 66 5f 6c 61 79 6f 75 74 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e 19 06 00 00 73 | f_layout.<locals>.<genexpr>....s |
| db40 | 15 00 00 00 f8 e8 00 f8 80 00 d2 17 36 a8 21 98 0a a0 31 9d 0d d1 17 36 f9 73 04 00 00 00 83 0f | ............6.!...1....6.s...... |
| db60 | 12 01 72 35 00 00 00 72 96 00 00 00 2e da 06 69 67 6e 6f 72 65 29 1a da 08 77 61 72 6e 69 6e 67 | ..r5...r.......ignore)...warning |
| db80 | 73 72 15 00 00 00 72 1d 00 00 00 72 17 00 00 00 72 08 00 00 00 72 4f 00 00 00 da 04 63 6f 70 79 | sr....r....r....r....rO.....copy |
| dba0 | 72 1c 00 00 00 72 e0 00 00 00 72 ee 00 00 00 72 7c 00 00 00 da 05 65 64 67 65 73 72 1b 00 00 00 | r....r....r....r|.....edgesr.... |
| dbc0 | 72 47 00 00 00 72 7d 00 00 00 72 80 00 00 00 72 9f 00 00 00 72 a0 00 00 00 72 a1 00 00 00 da 0e | rG...r}...r....r....r....r...... |
| dbe0 | 63 61 74 63 68 5f 77 61 72 6e 69 6e 67 73 da 0c 73 69 6d 70 6c 65 66 69 6c 74 65 72 da 06 6e 61 | catch_warnings..simplefilter..na |
| dc00 | 6e 73 75 6d 72 b4 00 00 00 72 2d 00 00 00 72 2e 00 00 00 72 2f 00 00 00 29 1d 72 1e 00 00 00 72 | nsumr....r-...r....r/...).r....r |
| dc20 | 32 00 00 00 da 07 73 63 61 6c 69 6e 67 da 01 61 da 04 65 74 6f 6c 72 a7 00 00 00 da 08 6d 61 78 | 2.....scaling..a..etolr......max |
| dc40 | 5f 69 74 65 72 72 30 00 00 00 72 31 00 00 00 72 3d 01 00 00 72 21 00 00 00 72 23 00 00 00 da 07 | _iterr0...r1...r=...r!...r#..... |
| dc60 | 70 6f 73 5f 74 6d 70 72 88 00 00 00 da 01 4e da 01 4b 72 89 00 00 00 72 c4 00 00 00 da 01 79 da | pos_tmpr......N..Kr....r......y. |
| dc80 | 03 69 64 78 da 03 6a 64 78 da 01 70 da 03 72 68 6f da 05 65 72 72 6f 72 da 06 6e 5f 69 74 65 72 | .idx..jdx..p..rho..error..n_iter |
| dca0 | da 04 64 69 66 66 72 8e 00 00 00 da 06 63 68 61 6e 67 65 72 3b 01 00 00 73 1d 00 00 00 20 20 20 | ..diffr......changer;...s....... |
| dcc0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 40 72 24 00 00 00 72 | .........................@r$...r |
| dce0 | 13 00 00 00 72 13 00 00 00 b5 05 00 00 73 7d 02 00 00 f8 80 00 f3 52 02 00 05 14 e3 04 16 e0 07 | ....r........s}.......R......... |
| dd00 | 08 88 41 82 76 d8 0e 37 88 03 dc 0e 18 98 13 8b 6f d0 08 1d e4 0e 10 d7 0e 1e d1 0e 1e 98 71 a0 | ..A.v..7........o.............q. |
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| dd40 | d8 0f 13 98 33 8a 7f d8 1c 23 a0 44 99 4d d7 1c 2e d1 1c 2e d3 1c 30 90 03 90 44 92 09 f0 05 02 | ....3....#.D.M........0...D..... |
| dd60 | 09 31 f4 0a 00 09 0c 88 41 8b 06 80 41 e0 07 08 88 41 82 76 d8 0f 12 88 0a f0 06 00 09 0b 8f 07 | .1......A...A....A.v............ |
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| dda0 | d7 11 36 99 67 98 61 a0 14 90 24 98 01 91 27 d3 11 36 80 4a d8 10 11 97 07 91 07 93 09 f2 00 03 | ..6.g.a...$...'..6.J............ |
| ddc0 | 05 1c 89 04 88 01 88 31 d8 0b 0c 90 01 8b 36 db 17 36 b0 01 b0 31 a8 76 d4 17 36 89 48 88 43 90 | .......1......6..6...1.v..6.H.C. |
| dde0 | 13 d8 1a 1b 88 41 88 63 90 33 88 68 8a 4b f0 07 03 05 1c f0 0c 00 09 0b 8f 0a 89 0a 94 34 98 03 | .....A.c.3.h.K...............4.. |
| de00 | 9f 0a 99 0a 9b 0c d3 13 25 d3 08 26 80 41 f0 06 00 0b 12 90 42 97 47 91 47 98 41 93 4a d1 0a 1e | ........%..&.A......B.G.G.A.J... |
| de20 | 80 43 f0 06 00 0d 11 90 31 89 48 80 45 d8 0d 0e 80 46 d8 0a 0f 90 24 8a 2c d8 0f 10 92 11 90 42 | .C......1.H.E....F....$.,......B |
| de40 | 97 4a 91 4a 90 1d d1 0f 1f a0 21 a0 42 a7 4a a1 4a a1 2d d1 0f 2f 88 04 d8 0c 0e 8f 49 89 49 8f | .J.J......!.B.J.J.-../......I.I. |
| de60 | 4e 89 4e 98 34 a0 62 88 4e d3 0c 29 a8 23 a8 72 af 7a a9 7a a8 2f d1 0c 3a 88 01 f0 08 00 0e 16 | N.N.4.b.N..).#.r.z.z./..:....... |
| de80 | d7 0d 24 d1 0d 24 d3 0d 26 f1 00 02 09 40 01 d8 0c 14 d7 0c 21 d1 0c 21 a0 28 d4 0c 2b d8 15 16 | ..$..$..&....@......!..!.(..+... |
| dea0 | 90 73 98 42 9f 4a 99 4a 90 7f d1 15 27 a8 24 d1 15 2e b0 13 b0 71 b1 17 b8 34 b1 1e d1 15 3f 88 | .s.B.J.J....'.$......q...4....?. |
| dec0 | 46 f7 05 02 09 40 01 f0 06 00 12 14 97 19 91 19 98 36 a8 01 90 19 d3 11 2a 88 06 d8 08 09 88 56 | F....@...........6......*......V |
| dee0 | 90 62 89 5b d1 08 18 88 01 e0 10 12 97 09 91 09 97 0e 91 0e 98 76 a8 42 90 0e d3 10 2f d7 10 33 | .b.[.................v.B..../..3 |
| df00 | d1 10 33 d3 10 35 88 05 d8 0b 11 90 48 d2 0b 1c d8 0c 11 d8 08 0e 90 21 89 0b 88 06 f0 1f 00 0b | ..3..5......H..........!........ |
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| df40 | 13 d0 07 1f dc 08 0a d7 08 1e d1 08 1e 98 71 a0 23 a0 7c d4 08 34 e0 0b 0e 80 4a f9 f3 4b 01 00 | ..............q.#.|..4....J..K.. |
| df60 | 12 37 f7 2a 02 09 40 01 f0 00 02 09 40 01 fa 73 12 00 00 00 c2 2d 0d 49 26 06 c6 1a 2f 49 2c 03 | .7.*..@.....@..s.....-.I&.../I,. |
| df80 | c9 2c 05 49 35 07 72 31 00 00 00 e9 0f 00 00 00 29 02 da 0a 65 64 67 65 5f 61 74 74 72 73 da 0d | .,.I5.r1........)...edge_attrs.. |
| dfa0 | 6d 75 74 61 74 65 73 5f 69 6e 70 75 74 e9 64 00 00 00 72 fc 00 00 00 29 0e 72 46 01 00 00 da 10 | mutates_input.d...r....).rF..... |
| dfc0 | 6a 69 74 74 65 72 5f 74 6f 6c 65 72 61 6e 63 65 da 0d 73 63 61 6c 69 6e 67 5f 72 61 74 69 6f 72 | jitter_tolerance..scaling_ratior |
| dfe0 | 6d 00 00 00 da 12 64 69 73 74 72 69 62 75 74 65 64 5f 61 63 74 69 6f 6e da 0e 73 74 72 6f 6e 67 | m.....distributed_action..strong |
| e000 | 5f 67 72 61 76 69 74 79 da 09 6e 6f 64 65 5f 6d 61 73 73 da 09 6e 6f 64 65 5f 73 69 7a 65 72 69 | _gravity..node_mass..node_sizeri |
| e020 | 00 00 00 da 0d 64 69 73 73 75 61 64 65 5f 68 75 62 73 da 06 6c 69 6e 6c 6f 67 72 30 00 00 00 72 | .....dissuade_hubs..linlogr0...r |
| e040 | 20 00 00 00 72 31 00 00 00 63 02 00 00 00 00 00 00 00 0e 00 00 00 09 00 00 00 03 00 00 00 f3 1c | ....r1...c...................... |
| e060 | 0b 00 00 97 00 64 01 64 02 6c 00 7d 10 74 03 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 | .....d.d.l.}.t.........|........ |
| e080 | 00 64 01 6b 28 00 00 72 02 69 00 53 00 7c 01 80 41 74 05 00 00 00 00 00 00 00 00 6a 06 00 00 00 | .d.k(..r.i.S.|..At.........j.... |
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| e2e0 | 00 00 00 ab 00 00 00 00 00 00 00 7c 11 7c 16 3c 00 00 00 8c 22 04 00 7c 10 6a 1b 00 00 00 00 00 | ...........|.|.<...."..|.j...... |
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| e340 | 00 74 03 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 18 64 | .t.........|.................}.d |
| e360 | 05 7d 19 7c 09 80 03 69 00 7d 09 6e 02 64 06 7d 19 7c 08 80 02 69 00 7d 08 74 19 00 00 00 00 00 | .}.|...i.}.n.d.}.|...i.}.t...... |
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| e3e0 | 00 7c 17 7c 16 3c 00 00 00 7c 09 6a 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c | .|.|.<...|.j...................| |
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| e420 | 00 7c 00 ab 01 00 00 00 00 00 00 7d 1a 7c 10 6a 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|.........}.|.j................ |
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| e480 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 1a 7c 0e 66 02 ab 01 00 00 00 00 00 00 7d 1d 74 | ...............|.|.f.........}.t |
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| e540 | 00 00 00 00 00 00 00 00 00 7c 25 64 0a ac 04 ab 02 00 00 00 00 00 00 7d 26 7c 0c 72 51 7c 10 6a | .........|%d...........}&|.rQ|.j |
| e560 | 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 07 7c 26 7a 00 00 00 ab 01 00 00 00 | )..................d.|&z........ |
| e580 | 00 00 00 0b 00 7c 26 7a 0b 00 00 7d 1c 7c 10 6a 2b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .....|&z...}.|.j+............... |
| e5a0 | 00 00 00 7c 1c 64 01 ab 02 00 00 00 00 00 00 01 00 7c 10 6a 2d 00 00 00 00 00 00 00 00 00 00 00 | ...|.d...........|.j-........... |
| e5c0 | 00 00 00 00 00 00 00 64 0b 7c 1c 7c 1e ab 03 00 00 00 00 00 00 7d 1c 7c 10 6a 2d 00 00 00 00 00 | .......d.|.|.........}.|.j-..... |
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| e600 | 10 6a 2d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 0c 7c 25 7c 1e ab 03 00 00 00 | .j-..................d.|%|...... |
| e620 | 00 00 00 0b 00 7d 1c 7c 06 72 0c 7c 1c 7c 17 64 02 64 02 85 02 64 02 66 02 19 00 00 00 7a 18 00 | .....}.|.r.|.|.d.d...d.f.....z.. |
| e640 | 00 7d 1c 7c 17 64 02 64 02 85 02 64 02 66 02 19 00 00 00 7c 17 64 02 19 00 00 00 7a 04 00 00 7d | .}.|.d.d...d.f.....|.d.....z...} |
| e660 | 27 7c 19 72 13 7c 26 7c 18 64 02 64 02 85 02 64 02 66 02 19 00 00 00 0b 00 7c 18 64 02 19 00 00 | '|.r.|&|.d.d...d.f.......|.d.... |
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| e6a0 | 00 00 00 00 00 00 00 00 00 00 00 7c 27 64 01 ab 02 00 00 00 00 00 00 01 00 7c 10 6a 2b 00 00 00 | ...........|'d...........|.j+... |
| e6c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 28 64 07 ab 02 00 00 00 00 00 00 01 00 7c 27 7c | ...............|(d...........|'| |
| e6e0 | 28 7a 0b 00 00 7c 04 7a 05 00 00 7d 29 7c 10 6a 2d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | (z...|.z...})|.j-............... |
| e700 | 00 00 00 64 0c 7c 25 7c 29 ab 03 00 00 00 00 00 00 7d 1d 7c 11 7c 10 6a 2f 00 00 00 00 00 00 00 | ...d.|%|)........}.|.|.j/....... |
| e720 | 00 00 00 00 00 00 00 00 00 00 00 7c 11 64 01 ac 04 ab 02 00 00 00 00 00 00 7a 0a 00 00 7d 2a 7c | ...........|.d...........z...}*| |
| e740 | 07 72 11 7c 05 0b 00 7c 17 64 02 64 02 85 02 64 02 66 02 19 00 00 00 7a 05 00 00 7c 2a 7a 05 00 | .r.|...|.d.d...d.f.....z...|*z.. |
| e760 | 00 7d 1b 6e 66 7c 10 6a 31 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 0e 64 0e ac | .}.nf|.j1..................d.d.. |
| e780 | 0f ab 02 00 00 00 00 00 00 35 00 01 00 7c 2a 7c 10 6a 24 00 00 00 00 00 00 00 00 00 00 00 00 00 | .........5...|*|.j$............. |
| e7a0 | 00 00 00 00 00 6a 27 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 2a 64 0a ac 04 ab | .....j'..................|*d.... |
| e7c0 | 02 00 00 00 00 00 00 64 02 64 02 85 02 64 02 66 02 19 00 00 00 7a 0b 00 00 7d 2b 64 02 64 02 64 | .......d.d...d.f.....z...}+d.d.d |
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| eae0 | 00 ab 00 00 00 00 00 00 00 64 14 6b 02 00 00 73 02 90 02 8c fe 01 00 6e 01 04 00 74 41 00 00 00 | .........d.k...s.......n...tA... |
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| eb20 | 00 00 00 7d 01 7c 0f 81 17 74 05 00 00 00 00 00 00 00 00 6a 44 00 00 00 00 00 00 00 00 00 00 00 | ...}.|...t.........jD........... |
| eb40 | 00 00 00 00 00 00 00 7c 00 7c 01 7c 0f ab 03 00 00 00 00 00 00 01 00 7c 01 53 00 63 02 01 00 63 | .......|.|.|...........|.S.c...c |
| eb60 | 02 7d 12 77 00 23 00 31 00 73 01 77 02 01 00 59 00 01 00 01 00 90 01 8c c7 78 03 59 00 77 01 29 | .}.w.#.1.s.w...Y.........x.Y.w.) |
| eb80 | 15 61 6e 0d 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 73 20 75 73 69 6e 67 20 74 68 65 20 46 | .an...Position.nodes.using.the.F |
| eba0 | 6f 72 63 65 41 74 6c 61 73 32 20 66 6f 72 63 65 2d 64 69 72 65 63 74 65 64 20 6c 61 79 6f 75 74 | orceAtlas2.force-directed.layout |
| ebc0 | 20 61 6c 67 6f 72 69 74 68 6d 2e 0a 0a 20 20 20 20 54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 61 | .algorithm.......This.function.a |
| ebe0 | 70 70 6c 69 65 73 20 74 68 65 20 46 6f 72 63 65 41 74 6c 61 73 32 20 6c 61 79 6f 75 74 20 61 6c | pplies.the.ForceAtlas2.layout.al |
| ec00 | 67 6f 72 69 74 68 6d 20 5b 31 5d 5f 20 74 6f 20 61 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 | gorithm.[1]_.to.a.NetworkX.graph |
| ec20 | 2c 0a 20 20 20 20 70 6f 73 69 74 69 6f 6e 69 6e 67 20 74 68 65 20 6e 6f 64 65 73 20 69 6e 20 61 | ,.....positioning.the.nodes.in.a |
| ec40 | 20 77 61 79 20 74 68 61 74 20 76 69 73 75 61 6c 6c 79 20 72 65 70 72 65 73 65 6e 74 73 20 74 68 | .way.that.visually.represents.th |
| ec60 | 65 20 73 74 72 75 63 74 75 72 65 20 6f 66 20 74 68 65 20 67 72 61 70 68 2e 0a 20 20 20 20 54 68 | e.structure.of.the.graph......Th |
| ec80 | 65 20 61 6c 67 6f 72 69 74 68 6d 20 75 73 65 73 20 70 68 79 73 69 63 61 6c 20 73 69 6d 75 6c 61 | e.algorithm.uses.physical.simula |
| eca0 | 74 69 6f 6e 20 74 6f 20 6d 69 6e 69 6d 69 7a 65 20 74 68 65 20 65 6e 65 72 67 79 20 6f 66 20 74 | tion.to.minimize.the.energy.of.t |
| ecc0 | 68 65 20 73 79 73 74 65 6d 2c 0a 20 20 20 20 72 65 73 75 6c 74 69 6e 67 20 69 6e 20 61 20 6d 6f | he.system,.....resulting.in.a.mo |
| ece0 | 72 65 20 72 65 61 64 61 62 6c 65 20 6c 61 79 6f 75 74 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 | re.readable.layout.......Paramet |
| ed00 | 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 6e 78 2e 47 72 | ers.....----------.....G.:.nx.Gr |
| ed20 | 61 70 68 0a 20 20 20 20 20 20 20 20 41 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 74 6f 20 | aph.........A.NetworkX.graph.to. |
| ed40 | 62 65 20 6c 61 69 64 20 6f 75 74 2e 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 20 6f 72 20 4e | be.laid.out......pos.:.dict.or.N |
| ed60 | 6f 6e 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 49 6e 69 74 69 61 6c 20 70 6f | one,.optional.........Initial.po |
| ed80 | 73 69 74 69 6f 6e 73 20 6f 66 20 74 68 65 20 6e 6f 64 65 73 2e 20 49 66 20 4e 6f 6e 65 2c 20 72 | sitions.of.the.nodes..If.None,.r |
| eda0 | 61 6e 64 6f 6d 20 69 6e 69 74 69 61 6c 20 70 6f 73 69 74 69 6f 6e 73 20 61 72 65 20 75 73 65 64 | andom.initial.positions.are.used |
| edc0 | 2e 0a 20 20 20 20 6d 61 78 5f 69 74 65 72 20 3a 20 69 6e 74 20 28 64 65 66 61 75 6c 74 3a 20 31 | ......max_iter.:.int.(default:.1 |
| ede0 | 30 30 29 0a 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 69 74 65 72 61 74 69 6f 6e 73 | 00).........Number.of.iterations |
| ee00 | 20 66 6f 72 20 74 68 65 20 6c 61 79 6f 75 74 20 6f 70 74 69 6d 69 7a 61 74 69 6f 6e 2e 0a 20 20 | .for.the.layout.optimization.... |
| ee20 | 20 20 6a 69 74 74 65 72 5f 74 6f 6c 65 72 61 6e 63 65 20 3a 20 66 6c 6f 61 74 20 28 64 65 66 61 | ..jitter_tolerance.:.float.(defa |
| ee40 | 75 6c 74 3a 20 31 2e 30 29 0a 20 20 20 20 20 20 20 20 43 6f 6e 74 72 6f 6c 73 20 74 68 65 20 74 | ult:.1.0).........Controls.the.t |
| ee60 | 6f 6c 65 72 61 6e 63 65 20 66 6f 72 20 61 64 6a 75 73 74 69 6e 67 20 74 68 65 20 73 70 65 65 64 | olerance.for.adjusting.the.speed |
| ee80 | 20 6f 66 20 6c 61 79 6f 75 74 20 67 65 6e 65 72 61 74 69 6f 6e 2e 0a 20 20 20 20 73 63 61 6c 69 | .of.layout.generation......scali |
| eea0 | 6e 67 5f 72 61 74 69 6f 20 3a 20 66 6c 6f 61 74 20 28 64 65 66 61 75 6c 74 3a 20 32 2e 30 29 0a | ng_ratio.:.float.(default:.2.0). |
| eec0 | 20 20 20 20 20 20 20 20 44 65 74 65 72 6d 69 6e 65 73 20 74 68 65 20 73 63 61 6c 69 6e 67 20 6f | ........Determines.the.scaling.o |
| eee0 | 66 20 61 74 74 72 61 63 74 69 6f 6e 20 61 6e 64 20 72 65 70 75 6c 73 69 6f 6e 20 66 6f 72 63 65 | f.attraction.and.repulsion.force |
| ef00 | 73 2e 0a 20 20 20 20 67 72 61 76 69 74 79 20 3a 20 66 6c 6f 61 74 20 28 64 65 66 61 75 6c 74 3a | s......gravity.:.float.(default: |
| ef20 | 20 31 2e 30 29 0a 20 20 20 20 20 20 20 20 44 65 74 65 72 6d 69 6e 65 73 20 74 68 65 20 61 6d 6f | .1.0).........Determines.the.amo |
| ef40 | 75 6e 74 20 6f 66 20 61 74 74 72 61 63 74 69 6f 6e 20 6f 6e 20 6e 6f 64 65 73 20 74 6f 20 74 68 | unt.of.attraction.on.nodes.to.th |
| ef60 | 65 20 63 65 6e 74 65 72 2e 20 50 72 65 76 65 6e 74 73 20 69 73 6c 61 6e 64 73 0a 20 20 20 20 20 | e.center..Prevents.islands...... |
| ef80 | 20 20 20 28 69 2e 65 2e 20 77 65 61 6b 6c 79 20 63 6f 6e 6e 65 63 74 65 64 20 6f 72 20 64 69 73 | ...(i.e..weakly.connected.or.dis |
| efa0 | 63 6f 6e 6e 65 63 74 65 64 20 70 61 72 74 73 20 6f 66 20 74 68 65 20 67 72 61 70 68 29 0a 20 20 | connected.parts.of.the.graph)... |
| efc0 | 20 20 20 20 20 20 66 72 6f 6d 20 64 72 69 66 74 69 6e 67 20 61 77 61 79 2e 0a 20 20 20 20 64 69 | ......from.drifting.away......di |
| efe0 | 73 74 72 69 62 75 74 65 64 5f 61 63 74 69 6f 6e 20 3a 20 62 6f 6f 6c 20 28 64 65 66 61 75 6c 74 | stributed_action.:.bool.(default |
| f000 | 3a 20 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74 65 73 20 74 68 65 | :.False).........Distributes.the |
| f020 | 20 61 74 74 72 61 63 74 69 6f 6e 20 66 6f 72 63 65 20 65 76 65 6e 6c 79 20 61 6d 6f 6e 67 20 6e | .attraction.force.evenly.among.n |
| f040 | 6f 64 65 73 2e 0a 20 20 20 20 73 74 72 6f 6e 67 5f 67 72 61 76 69 74 79 20 3a 20 62 6f 6f 6c 20 | odes......strong_gravity.:.bool. |
| f060 | 28 64 65 66 61 75 6c 74 3a 20 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 41 70 70 6c 69 65 73 | (default:.False).........Applies |
| f080 | 20 61 20 73 74 72 6f 6e 67 20 67 72 61 76 69 74 61 74 69 6f 6e 61 6c 20 70 75 6c 6c 20 74 6f 77 | .a.strong.gravitational.pull.tow |
| f0a0 | 61 72 64 73 20 74 68 65 20 63 65 6e 74 65 72 2e 0a 20 20 20 20 6e 6f 64 65 5f 6d 61 73 73 20 3a | ards.the.center......node_mass.: |
| f0c0 | 20 64 69 63 74 20 6f 72 20 4e 6f 6e 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 | .dict.or.None,.optional......... |
| f0e0 | 4d 61 70 73 20 6e 6f 64 65 73 20 74 6f 20 74 68 65 69 72 20 6d 61 73 73 65 73 2c 20 69 6e 66 6c | Maps.nodes.to.their.masses,.infl |
| f100 | 75 65 6e 63 69 6e 67 20 74 68 65 20 61 74 74 72 61 63 74 69 6f 6e 20 74 6f 20 6f 74 68 65 72 20 | uencing.the.attraction.to.other. |
| f120 | 6e 6f 64 65 73 2e 0a 20 20 20 20 6e 6f 64 65 5f 73 69 7a 65 20 3a 20 64 69 63 74 20 6f 72 20 4e | nodes......node_size.:.dict.or.N |
| f140 | 6f 6e 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 4d 61 70 73 20 6e 6f 64 65 73 | one,.optional.........Maps.nodes |
| f160 | 20 74 6f 20 74 68 65 69 72 20 73 69 7a 65 73 2c 20 70 72 65 76 65 6e 74 69 6e 67 20 63 72 6f 77 | .to.their.sizes,.preventing.crow |
| f180 | 64 69 6e 67 20 62 79 20 63 72 65 61 74 69 6e 67 20 61 20 68 61 6c 6f 20 65 66 66 65 63 74 2e 0a | ding.by.creating.a.halo.effect.. |
| f1a0 | 20 20 20 20 77 65 69 67 68 74 20 3a 20 73 74 72 69 6e 67 20 6f 72 20 4e 6f 6e 65 2c 20 6f 70 74 | ....weight.:.string.or.None,.opt |
| f1c0 | 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3a 20 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 54 68 | ional.(default:.None).........Th |
| f1e0 | 65 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 74 68 61 74 20 68 6f 6c 64 73 20 74 68 65 20 | e.edge.attribute.that.holds.the. |
| f200 | 6e 75 6d 65 72 69 63 61 6c 20 76 61 6c 75 65 20 75 73 65 64 20 66 6f 72 0a 20 20 20 20 20 20 20 | numerical.value.used.for........ |
| f220 | 20 74 68 65 20 65 64 67 65 20 77 65 69 67 68 74 2e 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 | .the.edge.weight..If.None,.then. |
| f240 | 61 6c 6c 20 65 64 67 65 20 77 65 69 67 68 74 73 20 61 72 65 20 31 2e 0a 20 20 20 20 64 69 73 73 | all.edge.weights.are.1......diss |
| f260 | 75 61 64 65 5f 68 75 62 73 20 3a 20 62 6f 6f 6c 20 28 64 65 66 61 75 6c 74 3a 20 46 61 6c 73 65 | uade_hubs.:.bool.(default:.False |
| f280 | 29 0a 20 20 20 20 20 20 20 20 50 72 65 76 65 6e 74 73 20 74 68 65 20 63 6c 75 73 74 65 72 69 6e | ).........Prevents.the.clusterin |
| f2a0 | 67 20 6f 66 20 68 75 62 20 6e 6f 64 65 73 2e 0a 20 20 20 20 6c 69 6e 6c 6f 67 20 3a 20 62 6f 6f | g.of.hub.nodes......linlog.:.boo |
| f2c0 | 6c 20 28 64 65 66 61 75 6c 74 3a 20 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 55 73 65 73 20 | l.(default:.False).........Uses. |
| f2e0 | 6c 6f 67 61 72 69 74 68 6d 69 63 20 61 74 74 72 61 63 74 69 6f 6e 20 69 6e 73 74 65 61 64 20 6f | logarithmic.attraction.instead.o |
| f300 | 66 20 6c 69 6e 65 61 72 2e 0a 20 20 20 20 73 65 65 64 20 3a 20 69 6e 74 2c 20 52 61 6e 64 6f 6d | f.linear......seed.:.int,.Random |
| f320 | 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 20 6f 72 20 4e 6f 6e 65 20 20 6f 70 74 69 6f 6e 61 6c | State.instance.or.None..optional |
| f340 | 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 55 73 65 64 20 6f 6e 6c | .(default=None).........Used.onl |
| f360 | 79 20 66 6f 72 20 74 68 65 20 69 6e 69 74 69 61 6c 20 70 6f 73 69 74 69 6f 6e 73 20 69 6e 20 74 | y.for.the.initial.positions.in.t |
| f380 | 68 65 20 61 6c 67 6f 72 69 74 68 6d 2e 0a 20 20 20 20 20 20 20 20 53 65 74 20 74 68 65 20 72 61 | he.algorithm..........Set.the.ra |
| f3a0 | 6e 64 6f 6d 20 73 74 61 74 65 20 66 6f 72 20 64 65 74 65 72 6d 69 6e 69 73 74 69 63 20 6e 6f 64 | ndom.state.for.deterministic.nod |
| f3c0 | 65 20 6c 61 79 6f 75 74 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 69 6e 74 2c 20 60 73 65 65 64 | e.layouts..........If.int,.`seed |
| f3e0 | 60 20 69 73 20 74 68 65 20 73 65 65 64 20 75 73 65 64 20 62 79 20 74 68 65 20 72 61 6e 64 6f 6d | `.is.the.seed.used.by.the.random |
| f400 | 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2c 0a 20 20 20 20 20 20 20 20 69 66 20 6e 75 | .number.generator,.........if.nu |
| f420 | 6d 70 79 2e 72 61 6e 64 6f 6d 2e 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 2c | mpy.random.RandomState.instance, |
| f440 | 20 60 73 65 65 64 60 20 69 73 20 74 68 65 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 6e 75 | .`seed`.is.the.random.........nu |
| f460 | 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 2c 0a 20 20 20 20 20 20 20 20 69 66 20 4e 6f 6e 65 2c | mber.generator,.........if.None, |
| f480 | 20 74 68 65 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 20 69 73 20 | .the.random.number.generator.is. |
| f4a0 | 74 68 65 20 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63 65 20 75 73 65 64 0a 20 20 | the.RandomState.instance.used... |
| f4c0 | 20 20 20 20 20 20 62 79 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 0a 20 20 20 20 64 69 6d 20 3a | ......by.numpy.random......dim.: |
| f4e0 | 20 69 6e 74 20 28 64 65 66 61 75 6c 74 3a 20 32 29 0a 20 20 20 20 20 20 20 20 53 65 74 73 20 74 | .int.(default:.2).........Sets.t |
| f500 | 68 65 20 64 69 6d 65 6e 73 69 6f 6e 73 20 66 6f 72 20 74 68 65 20 6c 61 79 6f 75 74 2e 20 49 67 | he.dimensions.for.the.layout..Ig |
| f520 | 6e 6f 72 65 64 20 69 66 20 60 70 6f 73 60 20 69 73 20 70 72 6f 76 69 64 65 64 2e 0a 20 20 20 20 | nored.if.`pos`.is.provided...... |
| f540 | 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 | store_pos_as.:.str,.default.None |
| f560 | 0a 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 | .........If.non-None,.the.positi |
| f580 | 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f | on.of.each.node.will.be.stored.o |
| f5a0 | 6e 20 74 68 65 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 | n.the.graph.as.........an.attrib |
| f5c0 | 75 74 65 20 77 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 20 6e 61 6d 65 | ute.with.this.string.as.its.name |
| f5e0 | 2c 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 0a 20 20 20 | ,.which.can.be.accessed.with.... |
| f600 | 20 20 20 20 20 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 6f 73 5f 61 73 | .....``G.nodes[...][store_pos_as |
| f620 | 5d 60 60 2e 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 | ]``..The.function.still.returns. |
| f640 | 74 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 | the.dictionary.......Examples... |
| f660 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 65 74 77 6f 72 | ..--------.....>>>.import.networ |
| f680 | 6b 78 20 61 73 20 6e 78 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 66 6c 6f 72 65 6e 74 69 | kx.as.nx.....>>>.G.=.nx.florenti |
| f6a0 | 6e 65 5f 66 61 6d 69 6c 69 65 73 5f 67 72 61 70 68 28 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 | ne_families_graph().....>>>.pos. |
| f6c0 | 3d 20 6e 78 2e 66 6f 72 63 65 61 74 6c 61 73 32 5f 6c 61 79 6f 75 74 28 47 29 0a 20 20 20 20 3e | =.nx.forceatlas2_layout(G).....> |
| f6e0 | 3e 3e 20 6e 78 2e 64 72 61 77 28 47 2c 20 70 6f 73 3d 70 6f 73 29 0a 20 20 20 20 3e 3e 3e 20 23 | >>.nx.draw(G,.pos=pos).....>>>.# |
| f700 | 20 73 75 70 70 72 65 73 73 20 74 68 65 20 72 65 74 75 72 6e 65 64 20 64 69 63 74 20 61 6e 64 20 | .suppress.the.returned.dict.and. |
| f720 | 73 74 6f 72 65 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 | store.on.the.graph.directly..... |
| f740 | 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 66 6f 72 63 65 61 74 6c 61 73 32 5f 6c 61 79 6f 75 74 28 | >>>.pos.=.nx.forceatlas2_layout( |
| f760 | 47 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 22 29 0a 20 20 20 20 3e 3e 3e 20 5f | G,.store_pos_as="pos").....>>>._ |
| f780 | 20 3d 20 6e 78 2e 66 6f 72 63 65 61 74 6c 61 73 32 5f 6c 61 79 6f 75 74 28 47 2c 20 73 74 6f 72 | .=.nx.forceatlas2_layout(G,.stor |
| f7a0 | 65 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 22 29 0a 0a 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a | e_pos_as="pos")......References. |
| f7c0 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 2e 2e 20 5b 31 5d 20 4a 61 63 6f 6d 79 | ....----------........[1].Jacomy |
| f7e0 | 2c 20 4d 2e 2c 20 56 65 6e 74 75 72 69 6e 69 2c 20 54 2e 2c 20 48 65 79 6d 61 6e 6e 2c 20 53 2e | ,.M.,.Venturini,.T.,.Heymann,.S. |
| f800 | 2c 20 26 20 42 61 73 74 69 61 6e 2c 20 4d 2e 20 28 32 30 31 34 29 2e 0a 20 20 20 20 20 20 20 20 | ,.&.Bastian,.M..(2014).......... |
| f820 | 20 20 20 46 6f 72 63 65 41 74 6c 61 73 32 2c 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 67 72 61 | ...ForceAtlas2,.a.continuous.gra |
| f840 | 70 68 20 6c 61 79 6f 75 74 20 61 6c 67 6f 72 69 74 68 6d 20 66 6f 72 20 68 61 6e 64 79 20 6e 65 | ph.layout.algorithm.for.handy.ne |
| f860 | 74 77 6f 72 6b 0a 20 20 20 20 20 20 20 20 20 20 20 76 69 73 75 61 6c 69 7a 61 74 69 6f 6e 20 64 | twork............visualization.d |
| f880 | 65 73 69 67 6e 65 64 20 66 6f 72 20 74 68 65 20 47 65 70 68 69 20 73 6f 66 74 77 61 72 65 2e 20 | esigned.for.the.Gephi.software.. |
| f8a0 | 50 6c 6f 53 20 6f 6e 65 2c 20 39 28 36 29 2c 20 65 39 38 36 37 39 2e 0a 20 20 20 20 20 20 20 20 | PloS.one,.9(6),.e98679.......... |
| f8c0 | 20 20 20 68 74 74 70 73 3a 2f 2f 64 6f 69 2e 6f 72 67 2f 31 30 2e 31 33 37 31 2f 6a 6f 75 72 6e | ...https://doi.org/10.1371/journ |
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| fa80 | 12 00 00 7d 04 64 07 7d 0e 7c 03 74 05 00 00 00 00 00 00 00 00 7c 0d 7c 03 7a 0a 00 00 7c 0e 7c | ...}.d.}.|.t.........|.|.z...|.| |
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| fac0 | 00 00 43 6f 6d 70 75 74 65 73 20 74 68 65 20 73 63 61 6c 69 6e 67 20 66 61 63 74 6f 72 20 66 6f | ..Computes.the.scaling.factor.fo |
| fae0 | 72 20 74 68 65 20 66 6f 72 63 65 20 69 6e 20 74 68 65 20 46 6f 72 63 65 41 74 6c 61 73 32 20 6c | r.the.force.in.the.ForceAtlas2.l |
| fb00 | 61 79 6f 75 74 20 61 6c 67 6f 72 69 74 68 6d 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 20 | ayout.algorithm...........This.. |
| fb20 | 20 68 65 6c 70 65 72 20 20 66 75 6e 63 74 69 6f 6e 20 20 20 61 64 6a 75 73 74 73 20 20 20 74 68 | .helper..function...adjusts...th |
| fb40 | 65 20 20 73 70 65 65 64 20 20 20 61 6e 64 0a 20 20 20 20 20 20 20 20 65 66 66 69 63 69 65 6e 63 | e..speed...and.........efficienc |
| fb60 | 79 20 20 6f 66 20 74 68 65 20 20 6c 61 79 6f 75 74 20 67 65 6e 65 72 61 74 69 6f 6e 20 20 62 61 | y..of.the..layout.generation..ba |
| fb80 | 73 65 64 20 6f 6e 20 20 74 68 65 0a 20 20 20 20 20 20 20 20 63 75 72 72 65 6e 74 20 73 74 61 74 | sed.on..the.........current.stat |
| fba0 | 65 20 6f 66 20 20 74 68 65 20 73 79 73 74 65 6d 2c 20 73 75 63 68 20 61 73 20 20 74 68 65 20 6e | e.of..the.system,.such.as..the.n |
| fbc0 | 75 6d 62 65 72 20 6f 66 0a 20 20 20 20 20 20 20 20 6e 6f 64 65 73 2c 20 63 75 72 72 65 6e 74 20 | umber.of.........nodes,.current. |
| fbe0 | 73 77 69 6e 67 2c 20 61 6e 64 20 74 72 61 63 74 69 6f 6e 20 66 6f 72 63 65 73 2e 0a 0a 20 20 20 | swing,.and.traction.forces...... |
| fc00 | 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d | .....Parameters.........-------- |
| fc20 | 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e | --.........n.:.int.............N |
| fc40 | 75 6d 62 65 72 20 6f 66 20 6e 6f 64 65 73 20 69 6e 20 74 68 65 20 67 72 61 70 68 2e 0a 20 20 20 | umber.of.nodes.in.the.graph..... |
| fc60 | 20 20 20 20 20 73 77 69 6e 67 20 3a 20 66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 | .....swing.:.float.............T |
| fc80 | 68 65 20 63 75 72 72 65 6e 74 20 73 77 69 6e 67 2c 20 72 65 70 72 65 73 65 6e 74 69 6e 67 20 74 | he.current.swing,.representing.t |
| fca0 | 68 65 20 6f 73 63 69 6c 6c 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 6f 64 65 73 2e 0a 20 20 20 | he.oscillation.of.the.nodes..... |
| fcc0 | 20 20 20 20 20 74 72 61 63 74 69 6f 6e 20 3a 20 66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 20 20 | .....traction.:.float........... |
| fce0 | 20 20 54 68 65 20 63 75 72 72 65 6e 74 20 74 72 61 63 74 69 6f 6e 20 66 6f 72 63 65 2c 20 72 65 | ..The.current.traction.force,.re |
| fd00 | 70 72 65 73 65 6e 74 69 6e 67 20 74 68 65 20 61 74 74 72 61 63 74 69 6f 6e 20 62 65 74 77 65 65 | presenting.the.attraction.betwee |
| fd20 | 6e 20 6e 6f 64 65 73 2e 0a 20 20 20 20 20 20 20 20 73 70 65 65 64 20 3a 20 66 6c 6f 61 74 0a 20 | n.nodes..........speed.:.float.. |
| fd40 | 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 63 75 72 72 65 6e 74 20 73 70 65 65 64 20 6f 66 20 | ...........The.current.speed.of. |
| fd60 | 74 68 65 20 6c 61 79 6f 75 74 20 67 65 6e 65 72 61 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 73 | the.layout.generation..........s |
| fd80 | 70 65 65 64 5f 65 66 66 69 63 69 65 6e 63 79 20 3a 20 66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 | peed_efficiency.:.float......... |
| fda0 | 20 20 20 20 54 68 65 20 65 66 66 69 63 69 65 6e 63 79 20 6f 66 20 74 68 65 20 63 75 72 72 65 6e | ....The.efficiency.of.the.curren |
| fdc0 | 74 20 73 70 65 65 64 2c 20 69 6e 66 6c 75 65 6e 63 69 6e 67 20 68 6f 77 20 66 61 73 74 20 74 68 | t.speed,.influencing.how.fast.th |
| fde0 | 65 20 6c 61 79 6f 75 74 20 63 6f 6e 76 65 72 67 65 73 2e 0a 20 20 20 20 20 20 20 20 6a 69 74 74 | e.layout.converges..........jitt |
| fe00 | 65 72 5f 74 6f 6c 65 72 61 6e 63 65 20 3a 20 66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 20 20 20 | er_tolerance.:.float............ |
| fe20 | 20 54 68 65 20 74 6f 6c 65 72 61 6e 63 65 20 66 6f 72 20 6a 69 74 74 65 72 2c 20 61 66 66 65 63 | .The.tolerance.for.jitter,.affec |
| fe40 | 74 69 6e 67 20 68 6f 77 20 6d 75 63 68 20 73 70 65 65 64 20 61 64 6a 75 73 74 6d 65 6e 74 20 69 | ting.how.much.speed.adjustment.i |
| fe60 | 73 20 61 6c 6c 6f 77 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 | s.allowed...........Returns..... |
| fe80 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 74 75 70 6c 65 0a 20 20 20 20 20 20 | ....-------.........tuple....... |
| fea0 | 20 20 20 20 20 20 41 20 74 75 70 6c 65 20 63 6f 6e 74 61 69 6e 69 6e 67 20 74 68 65 20 75 70 64 | ......A.tuple.containing.the.upd |
| fec0 | 61 74 65 64 20 73 70 65 65 64 20 61 6e 64 20 73 70 65 65 64 20 65 66 66 69 63 69 65 6e 63 79 2e | ated.speed.and.speed.efficiency. |
| fee0 | 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 | ..........Notes.........-----... |
| ff00 | 20 20 20 20 20 20 54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 69 73 20 61 20 70 61 72 74 20 6f 66 | ......This.function.is.a.part.of |
| ff20 | 20 74 68 65 20 46 6f 72 63 65 41 74 6c 61 73 32 20 6c 61 79 6f 75 74 20 61 6c 67 6f 72 69 74 68 | .the.ForceAtlas2.layout.algorith |
| ff40 | 6d 20 61 6e 64 20 69 73 20 75 73 65 64 20 74 6f 20 64 79 6e 61 6d 69 63 61 6c 6c 79 20 61 64 6a | m.and.is.used.to.dynamically.adj |
| ff60 | 75 73 74 20 74 68 65 0a 20 20 20 20 20 20 20 20 6c 61 79 6f 75 74 20 70 61 72 61 6d 65 74 65 72 | ust.the.........layout.parameter |
| ff80 | 73 20 74 6f 20 61 63 68 69 65 76 65 20 61 6e 20 6f 70 74 69 6d 61 6c 20 61 6e 64 20 73 74 61 62 | s.to.achieve.an.optimal.and.stab |
| ffa0 | 6c 65 20 76 69 73 75 61 6c 69 7a 61 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 72 02 00 00 00 | le.visualization...........r.... |
| ffc0 | 4e 67 9a 99 99 99 99 99 a9 3f 72 68 00 00 00 72 28 00 00 00 72 fc 00 00 00 72 bd 00 00 00 67 66 | Ng.......?rh...r(...r....r....gf |
| ffe0 | 66 66 66 66 66 e6 3f e9 e8 03 00 00 67 cd cc cc cc cc cc f4 3f 29 05 72 15 00 00 00 72 80 00 00 | fffff.?.....g.......?).r....r... |
| 10000 | 00 72 9d 00 00 00 72 38 00 00 00 da 03 69 6e 66 29 0f 72 8d 00 00 00 da 05 73 77 69 6e 67 da 08 | .r....r8.....inf).r......swing.. |
| 10020 | 74 72 61 63 74 69 6f 6e da 05 73 70 65 65 64 da 10 73 70 65 65 64 5f 65 66 66 69 63 69 65 6e 63 | traction..speed..speed_efficienc |
| 10040 | 79 72 57 01 00 00 72 21 00 00 00 da 0a 6f 70 74 5f 6a 69 74 74 65 72 da 0a 6d 69 6e 5f 6a 69 74 | yrW...r!.....opt_jitter..min_jit |
| 10060 | 74 65 72 da 0a 6d 61 78 5f 6a 69 74 74 65 72 da 14 6d 69 6e 5f 73 70 65 65 64 5f 65 66 66 69 63 | ter..max_jitter..min_speed_effic |
| 10080 | 69 65 6e 63 79 da 05 6f 74 68 65 72 da 06 6a 69 74 74 65 72 da 0c 74 61 72 67 65 74 5f 73 70 65 | iency..other..jitter..target_spe |
| 100a0 | 65 64 da 08 6d 61 78 5f 72 69 73 65 73 0f 00 00 00 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ed..max_rises................... |
| 100c0 | 72 24 00 00 00 da 0f 65 73 74 69 6d 61 74 65 5f 66 61 63 74 6f 72 7a 2b 66 6f 72 63 65 61 74 6c | r$.....estimate_factorz+forceatl |
| 100e0 | 61 73 32 5f 6c 61 79 6f 75 74 2e 3c 6c 6f 63 61 6c 73 3e 2e 65 73 74 69 6d 61 74 65 5f 66 61 63 | as2_layout.<locals>.estimate_fac |
| 10100 | 74 6f 72 c5 06 00 00 73 12 01 00 00 80 00 f3 44 01 00 09 1b f0 06 00 16 1a 98 42 9f 47 99 47 a0 | tor....s.......D..........B.G.G. |
| 10120 | 41 9b 4a d1 15 26 88 0a d8 15 17 97 57 91 57 98 5a d3 15 28 88 0a d8 15 17 88 0a d8 1f 23 d0 08 | A.J..&......W.W.Z..(.........#.. |
| 10140 | 1c e4 10 13 90 4a a0 0a a8 58 d1 20 35 b8 01 b8 31 b9 04 d1 20 3c d3 10 3d 88 05 d8 11 21 a4 43 | .....J...X..5...1....<..=....!.C |
| 10160 | a8 0a b0 45 d3 24 3a d1 11 3a 88 06 e0 0b 10 90 38 d1 0b 1b 98 63 d2 0b 21 d8 0f 1f d0 22 36 d2 | ...E.$:..:......8....c..!...."6. |
| 10180 | 0f 36 d8 10 20 a0 43 d1 10 27 d0 10 20 dc 15 18 98 16 d0 21 31 d3 15 32 88 46 d8 0b 10 90 41 8a | .6....C..'.........!1..2.F....A. |
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| 101c0 | 0b 10 90 36 98 48 d1 13 24 d2 0b 24 d8 0f 1f d0 22 36 d2 0f 36 d8 10 20 a0 43 d1 10 27 d1 10 20 | ...6.H..$..$...."6..6....C..'... |
| 101e0 | d8 0d 12 90 54 8a 5c d8 0c 1c a0 03 d1 0c 23 d0 0c 1c e0 13 16 88 08 d8 10 15 9c 03 98 4c a8 35 | ....T.\.......#..............L.5 |
| 10200 | d1 1c 30 b0 28 b8 55 d1 32 42 d3 18 43 d1 10 43 88 05 d8 0f 14 d0 16 26 d0 0f 26 d0 08 26 72 26 | ..0.(.U.2B..C..C.......&..&..&r& |
| 10220 | 00 00 00 72 35 00 00 00 7a 0c 69 6a 2c 20 69 6a 20 2d 3e 20 69 6a 7a 0d 69 6a 6b 2c 20 69 6a 20 | ...r5...z.ij,.ij.->.ijz.ijk,.ij. |
| 10240 | 2d 3e 20 69 6b 72 28 00 00 00 72 3c 01 00 00 29 02 da 06 64 69 76 69 64 65 da 07 69 6e 76 61 6c | ->.ikr(...r<...)...divide..inval |
| 10260 | 69 64 29 01 da 03 6e 61 6e 72 bd 00 00 00 72 95 00 00 00 67 00 00 00 00 00 00 24 40 72 bc 00 00 | id)...nanr....r....g......$@r... |
| 10280 | 00 29 23 72 15 00 00 00 72 1c 00 00 00 72 17 00 00 00 72 08 00 00 00 72 e1 00 00 00 72 47 00 00 | .)#r....r....r....r....r....rG.. |
| 102a0 | 00 72 7d 00 00 00 72 3e 01 00 00 72 38 00 00 00 72 9d 00 00 00 da 04 73 69 7a 65 72 2a 00 00 00 | .r}...r>...r8...r......sizer*... |
| 102c0 | 72 7c 00 00 00 72 1a 00 00 00 da 03 67 65 74 da 06 64 65 67 72 65 65 72 82 00 00 00 72 9e 00 00 | r|...r......get..degreer....r... |
| 102e0 | 00 72 a0 00 00 00 72 a1 00 00 00 72 c0 00 00 00 da 0d 66 69 6c 6c 5f 64 69 61 67 6f 6e 61 6c 72 | .r....r....r......fill_diagonalr |
| 10300 | a3 00 00 00 da 04 6d 65 61 6e da 08 65 72 72 73 74 61 74 65 da 0a 6e 61 6e 5f 74 6f 5f 6e 75 6d | ......mean..errstate..nan_to_num |
| 10320 | 72 b4 00 00 00 72 80 00 00 00 da 07 6d 69 6e 69 6d 75 6d 72 e0 00 00 00 72 7f 00 00 00 72 d9 00 | r....r......minimumr....r....r.. |
| 10340 | 00 00 72 2d 00 00 00 72 2e 00 00 00 72 2f 00 00 00 29 30 72 1e 00 00 00 72 32 00 00 00 72 46 01 | ..r-...r....r/...)0r....r2...rF. |
| 10360 | 00 00 72 57 01 00 00 72 58 01 00 00 72 6d 00 00 00 72 59 01 00 00 72 5a 01 00 00 72 5b 01 00 00 | ..rW...rX...rm...rY...rZ...r[... |
| 10380 | 72 5c 01 00 00 72 69 00 00 00 72 5d 01 00 00 72 5e 01 00 00 72 30 00 00 00 72 20 00 00 00 72 31 | r\...ri...r]...r^...r0...r....r1 |
| 103a0 | 00 00 00 72 21 00 00 00 72 8c 00 00 00 72 88 00 00 00 da 08 70 6f 73 5f 69 6e 69 74 da 07 6d 61 | ...r!...r....r......pos_init..ma |
| 103c0 | 78 5f 70 6f 73 da 07 6d 69 6e 5f 70 6f 73 72 4b 01 00 00 da 04 6d 61 73 73 72 73 01 00 00 da 0c | x_pos..min_posrK.....massrs..... |
| 103e0 | 61 64 6a 75 73 74 5f 73 69 7a 65 73 72 8d 00 00 00 da 09 67 72 61 76 69 74 69 65 73 da 0a 61 74 | adjust_sizesr......gravities..at |
| 10400 | 74 72 61 63 74 69 6f 6e da 09 72 65 70 75 6c 73 69 6f 6e 72 8e 00 00 00 72 6f 01 00 00 72 65 01 | traction..repulsionr....ro...re. |
| 10420 | 00 00 72 66 01 00 00 72 63 01 00 00 72 64 01 00 00 72 90 00 00 00 72 51 01 00 00 72 aa 00 00 00 | ..rf...rc...rd...r....rQ...r.... |
| 10440 | da 03 74 6d 70 da 02 64 32 da 06 66 61 63 74 6f 72 da 0c 70 6f 73 5f 63 65 6e 74 65 72 65 64 da | ..tmp..d2..factor..pos_centered. |
| 10460 | 08 75 6e 69 74 5f 76 65 63 72 48 00 00 00 da 02 64 66 da 08 73 77 69 6e 67 69 6e 67 da 0f 66 61 | .unit_vecrH.....df..swinging..fa |
| 10480 | 63 74 6f 72 65 64 5f 75 70 64 61 74 65 73 30 00 00 00 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ctored_updates0................. |
| 104a0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ................................ |
| 104c0 | 20 20 72 24 00 00 00 72 06 00 00 00 72 06 00 00 00 3e 06 00 00 73 b9 05 00 00 80 00 f3 76 02 00 | ..r$...r....r....>...s.......v.. |
| 104e0 | 05 17 e4 07 0a 88 31 83 76 90 11 82 7b d8 0f 11 88 09 e0 07 0a 80 7b dc 0e 10 d7 0e 1e d1 0e 1e | ......1.v...{.........{......... |
| 10500 | 98 71 a0 63 b0 04 d4 0e 35 88 03 d8 12 14 97 28 91 28 9c 34 a0 03 a7 0a a1 0a a3 0c d3 1b 2d d3 | .q.c....5......(.(.4..........-. |
| 10520 | 12 2e 89 07 dc 09 0c 88 53 8b 18 94 53 98 11 93 56 d2 09 1b d8 12 14 97 28 91 28 b8 11 d6 1b 3b | ........S...S...V.......(.(....; |
| 10540 | b0 14 98 43 a0 04 99 49 9f 4e 99 4e d5 1c 2c d2 1b 3b d3 12 3c 89 07 f0 06 00 14 16 97 38 91 38 | ...C...I.N.N..,..;..<........8.8 |
| 10560 | 9c 44 a0 13 a7 1a a1 1a a3 1c d3 1c 2e d3 13 2f 88 08 d8 12 1a 97 2c 91 2c a0 41 90 2c d3 12 26 | .D............./......,.,.A.,..& |
| 10580 | 88 07 d8 12 1a 97 2c 91 2c a0 41 90 2c d3 12 26 88 07 d8 0e 15 8f 6c 89 6c 88 03 d8 12 19 98 44 | ......,.,.A.,..&......l.l......D |
| 105a0 | 9f 49 99 49 a4 63 a8 21 a3 66 a8 63 d3 1c 32 b0 67 c0 07 d1 36 47 d1 1c 48 d1 12 48 88 07 dc 19 | .I.I.c.!.f.c..2.g...6G..H..H.... |
| 105c0 | 22 a0 31 9b 1c f2 00 02 09 30 89 49 88 43 90 14 d8 0f 13 90 73 8a 7b d8 1f 22 a0 34 99 79 9f 7e | ".1......0.I.C......s.{..".4.y.~ |
| 105e0 | 99 7e d3 1f 2f 90 07 98 03 92 0c f0 05 02 09 30 f0 08 00 0c 0e 8f 38 89 38 94 43 98 01 93 46 d3 | .~../..........0......8.8.C...F. |
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| 10660 | 28 3a d3 14 3b 88 04 88 53 89 09 d8 14 1d 97 4d 91 4d a0 24 a8 01 d3 14 2a 88 04 88 53 8a 09 f0 | (:..;...S......M.M.$....*...S... |
| 10680 | 05 02 05 2b f4 08 00 09 0c 88 41 8b 06 80 41 d8 10 12 97 08 91 08 98 21 98 53 98 18 d3 10 22 80 | ...+......A...A........!.S....". |
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| 106c0 | d3 10 22 80 49 dc 08 0a d7 08 19 d1 08 19 98 21 a0 46 d4 08 2b 80 41 f2 04 3e 05 27 f0 40 02 00 | ..".I..........!.F..+.A..>.'.@.. |
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| 10700 | 12 88 01 e0 0f 16 92 71 98 24 90 77 d1 0f 1f a0 27 a8 24 a1 2d d1 0f 2f 88 04 e0 13 15 97 39 91 | .......q.$.w....'.$.-../......9. |
| 10720 | 39 97 3e 91 3e a0 24 a8 52 90 3e d3 13 30 88 08 f1 06 00 0c 12 d8 1a 1c 9f 26 99 26 a0 11 a0 58 | 9.>.>.$.R.>..0...........&.&...X |
| 10740 | a1 1c d3 1a 2e d0 19 2e b0 18 d1 19 39 88 4a d8 0c 0e d7 0c 1c d1 0c 1c 98 5a a8 11 d4 0c 2b d8 | ............9.J..........Z....+. |
| 10760 | 19 1b 9f 19 99 19 a0 3e b0 3a b8 71 d3 19 41 88 4a d8 19 1b 9f 19 99 19 a0 3f b0 44 b8 2a d3 19 | .......>.:.q..A.J........?.D.*.. |
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| 107e0 | 18 33 d1 0c 33 88 48 e0 0d 15 90 71 89 5b 88 02 e0 08 0a d7 08 18 d1 08 18 98 13 98 61 d4 08 20 | .3..3.H....q.[..............a... |
| 10800 | d8 08 0a d7 08 18 d1 08 18 98 12 98 51 d4 08 1f d8 12 15 98 02 91 28 98 6d d1 11 2b 88 06 d8 14 | ............Q.........(.m..+.... |
| 10820 | 16 97 49 91 49 98 6f a8 74 b0 56 d3 14 3c 88 09 f0 06 00 18 1f a0 12 a7 17 a1 17 a8 17 b0 71 a0 | ..I.I.o.t.V..<................q. |
| 10840 | 17 d3 21 39 d1 17 39 88 0c d9 0b 19 d8 19 20 98 08 a0 34 aa 01 a8 34 a8 07 a1 3d d1 18 30 b0 3c | ..!9..9...........4...4...=..0.< |
| 10860 | d1 18 3f 89 49 f0 06 00 12 14 97 1b 91 1b a0 48 b0 68 90 1b d3 11 3f f1 00 01 0d 59 01 d8 1b 27 | ..?.I..........H.h....?....Y...' |
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| 108a0 | 1b 58 90 08 f7 03 01 0d 59 01 e0 17 19 97 7d 91 7d a0 58 b0 31 90 7d d3 17 35 88 48 d8 19 20 98 | .X......Y.....}.}.X.1.}..5.H.... |
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| 109e0 | 69 99 69 9f 6e 99 6e a8 56 b8 22 98 6e d3 1e 3d d1 17 3d 88 48 d8 15 1a 98 61 a0 22 a7 27 a1 27 | i.i.n.n.V.".n..=..=.H....a.".'.' |
| 10a00 | a8 25 b0 28 d1 2a 3a d3 22 3b d1 1e 3b d1 15 3c 88 46 e0 1a 20 a0 36 aa 21 a8 54 a8 27 a1 3f d1 | .%.(.*:.";..;..<.F....6.!.T.'.?. |
| 10a20 | 1a 32 88 0f d8 08 0f 90 3f d1 08 22 88 07 dc 0b 0e 88 7f d3 0b 1f d7 0b 23 d1 0b 23 d3 0b 25 a8 | .2......?.."............#..#..%. |
| 10a40 | 05 d4 0b 2d d9 0c 11 f0 4f 02 47 01 05 12 f4 52 02 00 0b 0f 8c 73 90 31 90 67 8b 7f d3 0a 1f 80 | ...-....O.G....R.....s.1.g...... |
| 10a60 | 43 d8 07 13 d0 07 1f dc 08 0a d7 08 1e d1 08 1e 98 71 a0 23 a0 7c d4 08 34 e0 0b 0e 80 4a f9 f2 | C................q.#.|..4....J.. |
| 10a80 | 69 05 00 1c 3c f7 58 04 01 0d 59 01 f1 00 01 0d 59 01 fa 73 12 00 00 00 c1 3e 1a 55 3c 08 ce 14 | i...<.X...Y.....Y..s.....>.U<... |
| 10aa0 | 28 56 01 05 d6 01 05 56 0b 09 63 02 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 03 00 00 00 f3 | (V.....V..c..................... |
| 10ac0 | 90 00 00 00 97 00 64 01 64 02 6c 00 7d 02 7c 00 7c 00 6a 03 00 00 00 00 00 00 00 00 00 00 00 00 | ......d.d.l.}.|.|.j............. |
| 10ae0 | 00 00 00 00 00 00 64 01 ac 03 ab 01 00 00 00 00 00 00 7a 17 00 00 7d 00 7c 02 6a 05 00 00 00 00 | ......d...........z...}.|.j..... |
| 10b00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 6a 07 00 00 00 00 00 00 | ..............|.........j....... |
| 10b20 | 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7d 03 7c 03 64 01 6b 44 00 00 72 08 | ....................}.|.d.kD..r. |
| 10b40 | 7c 00 7c 01 7c 03 7a 0b 00 00 7a 12 00 00 7d 00 7c 00 53 00 29 04 61 8c 04 00 00 52 65 74 75 72 | |.|.|.z...z...}.|.S.).a....Retur |
| 10b60 | 6e 73 20 73 63 61 6c 65 64 20 70 6f 73 69 74 69 6f 6e 20 61 72 72 61 79 20 74 6f 20 28 2d 73 63 | ns.scaled.position.array.to.(-sc |
| 10b80 | 61 6c 65 2c 20 73 63 61 6c 65 29 20 69 6e 20 61 6c 6c 20 61 78 65 73 2e 0a 0a 20 20 20 20 54 68 | ale,.scale).in.all.axes.......Th |
| 10ba0 | 65 20 66 75 6e 63 74 69 6f 6e 20 61 63 74 73 20 6f 6e 20 4e 75 6d 50 79 20 61 72 72 61 79 73 20 | e.function.acts.on.NumPy.arrays. |
| 10bc0 | 77 68 69 63 68 20 68 6f 6c 64 20 70 6f 73 69 74 69 6f 6e 20 69 6e 66 6f 72 6d 61 74 69 6f 6e 2e | which.hold.position.information. |
| 10be0 | 0a 20 20 20 20 45 61 63 68 20 70 6f 73 69 74 69 6f 6e 20 69 73 20 6f 6e 65 20 72 6f 77 20 6f 66 | .....Each.position.is.one.row.of |
| 10c00 | 20 74 68 65 20 61 72 72 61 79 2e 20 54 68 65 20 64 69 6d 65 6e 73 69 6f 6e 20 6f 66 20 74 68 65 | .the.array..The.dimension.of.the |
| 10c20 | 20 73 70 61 63 65 0a 20 20 20 20 65 71 75 61 6c 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 | .space.....equals.the.number.of. |
| 10c40 | 63 6f 6c 75 6d 6e 73 2e 20 45 61 63 68 20 63 6f 6f 72 64 69 6e 61 74 65 20 69 6e 20 6f 6e 65 20 | columns..Each.coordinate.in.one. |
| 10c60 | 63 6f 6c 75 6d 6e 2e 0a 0a 20 20 20 20 54 6f 20 72 65 73 63 61 6c 65 2c 20 74 68 65 20 6d 65 61 | column.......To.rescale,.the.mea |
| 10c80 | 6e 20 28 63 65 6e 74 65 72 29 20 69 73 20 73 75 62 74 72 61 63 74 65 64 20 66 72 6f 6d 20 65 61 | n.(center).is.subtracted.from.ea |
| 10ca0 | 63 68 20 61 78 69 73 20 73 65 70 61 72 61 74 65 6c 79 2e 0a 20 20 20 20 54 68 65 6e 20 61 6c 6c | ch.axis.separately......Then.all |
| 10cc0 | 20 76 61 6c 75 65 73 20 61 72 65 20 73 63 61 6c 65 64 20 73 6f 20 74 68 61 74 20 74 68 65 20 6c | .values.are.scaled.so.that.the.l |
| 10ce0 | 61 72 67 65 73 74 20 6d 61 67 6e 69 74 75 64 65 20 76 61 6c 75 65 0a 20 20 20 20 66 72 6f 6d 20 | argest.magnitude.value.....from. |
| 10d00 | 61 6c 6c 20 61 78 65 73 20 65 71 75 61 6c 73 20 60 73 63 61 6c 65 60 20 28 74 68 75 73 2c 20 74 | all.axes.equals.`scale`.(thus,.t |
| 10d20 | 68 65 20 61 73 70 65 63 74 20 72 61 74 69 6f 20 69 73 20 70 72 65 73 65 72 76 65 64 29 2e 0a 20 | he.aspect.ratio.is.preserved)... |
| 10d40 | 20 20 20 54 68 65 20 72 65 73 75 6c 74 69 6e 67 20 4e 75 6d 50 79 20 41 72 72 61 79 20 69 73 20 | ...The.resulting.NumPy.Array.is. |
| 10d60 | 72 65 74 75 72 6e 65 64 20 28 6f 72 64 65 72 20 6f 66 20 72 6f 77 73 20 75 6e 63 68 61 6e 67 65 | returned.(order.of.rows.unchange |
| 10d80 | 64 29 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d | d).......Parameters.....-------- |
| 10da0 | 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 6e 75 6d 70 79 20 61 72 72 61 79 0a 20 20 20 20 20 20 20 | --.....pos.:.numpy.array........ |
| 10dc0 | 20 70 6f 73 69 74 69 6f 6e 73 20 74 6f 20 62 65 20 73 63 61 6c 65 64 2e 20 45 61 63 68 20 72 6f | .positions.to.be.scaled..Each.ro |
| 10de0 | 77 20 69 73 20 61 20 70 6f 73 69 74 69 6f 6e 2e 0a 0a 20 20 20 20 73 63 61 6c 65 20 3a 20 6e 75 | w.is.a.position.......scale.:.nu |
| 10e00 | 6d 62 65 72 20 28 64 65 66 61 75 6c 74 3a 20 31 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 73 69 | mber.(default:.1).........The.si |
| 10e20 | 7a 65 20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 69 6e 67 20 65 78 74 65 6e 74 20 69 6e 20 61 6c | ze.of.the.resulting.extent.in.al |
| 10e40 | 6c 20 64 69 72 65 63 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 61 74 74 72 69 62 75 74 65 20 3a 20 73 | l.directions.......attribute.:.s |
| 10e60 | 74 72 2c 20 64 65 66 61 75 6c 74 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e 2d | tr,.default.None.........If.non- |
| 10e80 | 4e 6f 6e 65 2c 20 74 68 65 20 70 6f 73 69 74 69 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 20 | None,.the.position.of.each.node. |
| 10ea0 | 77 69 6c 6c 20 62 65 20 73 74 6f 72 65 64 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 61 73 0a 20 | will.be.stored.on.the.graph.as.. |
| 10ec0 | 20 20 20 20 20 20 20 61 6e 20 61 74 74 72 69 62 75 74 65 20 6e 61 6d 65 64 20 60 61 74 74 72 69 | .......an.attribute.named.`attri |
| 10ee0 | 62 75 74 65 60 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 68 | bute`.which.can.be.accessed.with |
| 10f00 | 0a 20 20 20 20 20 20 20 20 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 61 74 74 72 69 62 75 74 65 | .........`G.nodes[...][attribute |
| 10f20 | 5d 60 2e 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 75 72 6e 73 20 74 | ]`..The.function.still.returns.t |
| 10f40 | 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 | he.dictionary.......Returns..... |
| 10f60 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 6e 75 6d 70 79 20 61 72 72 61 79 0a 20 20 | -------.....pos.:.numpy.array... |
| 10f80 | 20 20 20 20 20 20 73 63 61 6c 65 64 20 70 6f 73 69 74 69 6f 6e 73 2e 20 45 61 63 68 20 72 6f 77 | ......scaled.positions..Each.row |
| 10fa0 | 20 69 73 20 61 20 70 6f 73 69 74 69 6f 6e 2e 0a 0a 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 | .is.a.position.......See.Also... |
| 10fc0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 72 65 73 63 61 6c 65 5f 6c 61 79 6f 75 74 5f 64 69 | ..--------.....rescale_layout_di |
| 10fe0 | 63 74 0a 20 20 20 20 72 02 00 00 00 4e 72 96 00 00 00 29 04 72 15 00 00 00 72 77 01 00 00 72 d9 | ct.....r....Nr....).r....rw...r. |
| 11000 | 00 00 00 72 38 00 00 00 29 04 72 32 00 00 00 72 37 00 00 00 72 21 00 00 00 da 03 6c 69 6d 73 04 | ...r8...).r2...r7...r!.....lims. |
| 11020 | 00 00 00 20 20 20 20 72 24 00 00 00 72 09 00 00 00 72 09 00 00 00 59 07 00 00 73 4d 00 00 00 80 | .......r$...r....r....Y...sM.... |
| 11040 | 00 f3 44 01 00 05 17 f0 06 00 05 08 88 33 8f 38 89 38 98 11 88 38 d3 0b 1b d1 04 1b 80 43 d8 0a | ..D..........3.8.8...8.......C.. |
| 11060 | 0c 8f 26 89 26 90 13 8b 2b 8f 2f 89 2f d3 0a 1b 80 43 e0 07 0a 88 51 82 77 d8 08 0b 88 75 90 73 | ..&.&...+././....C....Q.w....u.s |
| 11080 | 89 7b d1 08 1a 88 03 d8 0b 0e 80 4a 72 26 00 00 00 63 02 00 00 00 00 00 00 00 00 00 00 00 06 00 | .{.........Jr&...c.............. |
| 110a0 | 00 00 03 00 00 00 f3 a6 00 00 00 97 00 64 01 64 02 6c 00 7d 02 7c 00 73 02 69 00 53 00 7c 02 6a | .............d.d.l.}.|.s.i.S.|.j |
| 110c0 | 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 74 05 00 00 00 00 00 00 00 00 7c 00 6a | ...................t.........|.j |
| 110e0 | 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 | ................................ |
| 11100 | 00 00 00 ab 01 00 00 00 00 00 00 7d 03 74 09 00 00 00 00 00 00 00 00 7c 03 7c 01 ac 03 ab 02 00 | ...........}.t.........|.|...... |
| 11120 | 00 00 00 00 00 7d 03 74 0b 00 00 00 00 00 00 00 00 74 0d 00 00 00 00 00 00 00 00 7c 00 7c 03 ab | .....}.t.........t.........|.|.. |
| 11140 | 02 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 53 00 29 04 61 17 03 00 00 52 65 74 75 72 6e 20 61 | ...............S.).a....Return.a |
| 11160 | 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 73 63 61 6c 65 64 20 70 6f 73 69 74 69 6f 6e 73 20 | .dictionary.of.scaled.positions. |
| 11180 | 6b 65 79 65 64 20 62 79 20 6e 6f 64 65 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 | keyed.by.node......Parameters... |
| 111a0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 41 20 64 69 63 74 69 6f 6e | ..----------.....pos.:.A.diction |
| 111c0 | 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 62 79 20 6e 6f 64 65 0a 0a | ary.of.positions.keyed.by.node.. |
| 111e0 | 20 20 20 20 73 63 61 6c 65 20 3a 20 6e 75 6d 62 65 72 20 28 64 65 66 61 75 6c 74 3a 20 31 29 0a | ....scale.:.number.(default:.1). |
| 11200 | 20 20 20 20 20 20 20 20 54 68 65 20 73 69 7a 65 20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 69 6e | ........The.size.of.the.resultin |
| 11220 | 67 20 65 78 74 65 6e 74 20 69 6e 20 61 6c 6c 20 64 69 72 65 63 74 69 6f 6e 73 2e 0a 0a 20 20 20 | g.extent.in.all.directions...... |
| 11240 | 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 41 | .Returns.....-------.....pos.:.A |
| 11260 | 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b 65 79 65 64 20 62 | .dictionary.of.positions.keyed.b |
| 11280 | 79 20 6e 6f 64 65 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | y.node......Examples.....------- |
| 112a0 | 2d 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 | -.....>>>.import.numpy.as.np.... |
| 112c0 | 20 3e 3e 3e 20 70 6f 73 20 3d 20 7b 30 3a 20 6e 70 2e 61 72 72 61 79 28 28 30 2c 20 30 29 29 2c | .>>>.pos.=.{0:.np.array((0,.0)), |
| 112e0 | 20 31 3a 20 6e 70 2e 61 72 72 61 79 28 28 31 2c 20 31 29 29 2c 20 32 3a 20 6e 70 2e 61 72 72 61 | .1:.np.array((1,.1)),.2:.np.arra |
| 11300 | 79 28 28 30 2e 35 2c 20 30 2e 35 29 29 7d 0a 20 20 20 20 3e 3e 3e 20 6e 78 2e 72 65 73 63 61 6c | y((0.5,.0.5))}.....>>>.nx.rescal |
| 11320 | 65 5f 6c 61 79 6f 75 74 5f 64 69 63 74 28 70 6f 73 29 0a 20 20 20 20 7b 30 3a 20 61 72 72 61 79 | e_layout_dict(pos).....{0:.array |
| 11340 | 28 5b 2d 31 2e 2c 20 2d 31 2e 5d 29 2c 20 31 3a 20 61 72 72 61 79 28 5b 31 2e 2c 20 31 2e 5d 29 | ([-1.,.-1.]),.1:.array([1.,.1.]) |
| 11360 | 2c 20 32 3a 20 61 72 72 61 79 28 5b 30 2e 2c 20 30 2e 5d 29 7d 0a 0a 20 20 20 20 3e 3e 3e 20 70 | ,.2:.array([0.,.0.])}......>>>.p |
| 11380 | 6f 73 20 3d 20 7b 30 3a 20 6e 70 2e 61 72 72 61 79 28 28 30 2c 20 30 29 29 2c 20 31 3a 20 6e 70 | os.=.{0:.np.array((0,.0)),.1:.np |
| 113a0 | 2e 61 72 72 61 79 28 28 2d 31 2c 20 31 29 29 2c 20 32 3a 20 6e 70 2e 61 72 72 61 79 28 28 2d 30 | .array((-1,.1)),.2:.np.array((-0 |
| 113c0 | 2e 35 2c 20 30 2e 35 29 29 7d 0a 20 20 20 20 3e 3e 3e 20 6e 78 2e 72 65 73 63 61 6c 65 5f 6c 61 | .5,.0.5))}.....>>>.nx.rescale_la |
| 113e0 | 79 6f 75 74 5f 64 69 63 74 28 70 6f 73 2c 20 73 63 61 6c 65 3d 32 29 0a 20 20 20 20 7b 30 3a 20 | yout_dict(pos,.scale=2).....{0:. |
| 11400 | 61 72 72 61 79 28 5b 20 32 2e 2c 20 2d 32 2e 5d 29 2c 20 31 3a 20 61 72 72 61 79 28 5b 2d 32 2e | array([.2.,.-2.]),.1:.array([-2. |
| 11420 | 2c 20 20 32 2e 5d 29 2c 20 32 3a 20 61 72 72 61 79 28 5b 30 2e 2c 20 30 2e 5d 29 7d 0a 0a 20 20 | ,..2.]),.2:.array([0.,.0.])}.... |
| 11440 | 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 72 65 73 63 | ..See.Also.....--------.....resc |
| 11460 | 61 6c 65 5f 6c 61 79 6f 75 74 0a 20 20 20 20 72 02 00 00 00 4e 72 36 00 00 00 29 07 72 15 00 00 | ale_layout.....r....Nr6...).r... |
| 11480 | 00 72 e1 00 00 00 72 47 00 00 00 72 7d 00 00 00 72 09 00 00 00 72 2d 00 00 00 72 2e 00 00 00 29 | .r....rG...r}...r....r-...r....) |
| 114a0 | 04 72 32 00 00 00 72 37 00 00 00 72 21 00 00 00 da 05 70 6f 73 5f 76 73 04 00 00 00 20 20 20 20 | .r2...r7...r!.....pos_vs........ |
| 114c0 | 72 24 00 00 00 72 0a 00 00 00 72 0a 00 00 00 86 07 00 00 73 45 00 00 00 80 00 f3 3a 00 05 17 e1 | r$...r....r........sE......:.... |
| 114e0 | 0b 0e d8 0f 11 88 09 d8 0c 0e 8f 48 89 48 94 54 98 23 9f 2a 99 2a 9b 2c d3 15 27 d3 0c 28 80 45 | ...........H.H.T.#.*.*.,..'..(.E |
| 11500 | dc 0c 1a 98 35 a8 05 d4 0c 2e 80 45 dc 0b 0f 94 03 90 43 98 15 93 0f d3 0b 20 d0 04 20 72 26 00 | ....5......E......C..........r&. |
| 11520 | 00 00 29 04 72 5b 00 00 00 72 37 00 00 00 72 1f 00 00 00 72 31 00 00 00 63 02 00 00 00 00 00 00 | ..).r[...r7...r....r1...c....... |
| 11540 | 00 04 00 00 00 08 00 00 00 03 00 00 00 f3 4a 01 00 00 97 00 74 01 00 00 00 00 00 00 00 00 7c 00 | ..............J.....t.........|. |
| 11560 | 7c 04 64 01 ab 03 00 00 00 00 00 00 5c 02 00 00 7d 00 7d 04 74 03 00 00 00 00 00 00 00 00 74 05 | |.d.........\...}.}.t.........t. |
| 11580 | 00 00 00 00 00 00 00 00 74 07 00 00 00 00 00 00 00 00 6a 08 00 00 00 00 00 00 00 00 00 00 00 00 | ........t.........j............. |
| 115a0 | 00 00 00 00 00 00 7c 00 7c 01 ab 02 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 | ......|.|....................... |
| 115c0 | 00 00 7d 06 74 0b 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 74 0d 00 00 00 00 00 00 | ..}.t.........|.........t....... |
| 115e0 | 00 00 64 02 84 00 7c 06 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 | ..d...|.j....................... |
| 11600 | 00 00 00 00 44 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 6b 37 00 00 72 15 74 07 00 00 | ....D.................k7..r.t... |
| 11620 | 00 00 00 00 00 00 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 03 ab 01 00 00 | ......j...................d..... |
| 11640 | 00 00 00 00 82 01 74 13 00 00 00 00 00 00 00 00 7c 00 7c 06 7c 02 7c 03 7c 04 ac 04 ab 05 00 00 | ......t.........|.|.|.|.|....... |
| 11660 | 00 00 00 00 7d 07 7c 05 81 17 74 07 00 00 00 00 00 00 00 00 6a 14 00 00 00 00 00 00 00 00 00 00 | ....}.|...t.........j........... |
| 11680 | 00 00 00 00 00 00 00 00 7c 00 7c 07 7c 05 ab 03 00 00 00 00 00 00 01 00 7c 07 53 00 29 05 61 e0 | ........|.|.|...........|.S.).a. |
| 116a0 | 04 00 00 50 6f 73 69 74 69 6f 6e 20 6e 6f 64 65 73 20 61 63 63 6f 72 64 69 6e 67 20 74 6f 20 62 | ...Position.nodes.according.to.b |
| 116c0 | 72 65 61 64 74 68 2d 66 69 72 73 74 20 73 65 61 72 63 68 20 61 6c 67 6f 72 69 74 68 6d 2e 0a 0a | readth-first.search.algorithm... |
| 116e0 | 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | ....Parameters.....----------... |
| 11700 | 20 20 47 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 0a 20 20 20 20 20 20 20 20 41 20 70 | ..G.:.NetworkX.graph.........A.p |
| 11720 | 6f 73 69 74 69 6f 6e 20 77 69 6c 6c 20 62 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 65 76 65 72 | osition.will.be.assigned.to.ever |
| 11740 | 79 20 6e 6f 64 65 20 69 6e 20 47 2e 0a 0a 20 20 20 20 73 74 61 72 74 20 3a 20 6e 6f 64 65 20 69 | y.node.in.G.......start.:.node.i |
| 11760 | 6e 20 60 47 60 0a 20 20 20 20 20 20 20 20 53 74 61 72 74 69 6e 67 20 6e 6f 64 65 20 66 6f 72 20 | n.`G`.........Starting.node.for. |
| 11780 | 62 66 73 0a 0a 20 20 20 20 63 65 6e 74 65 72 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 72 20 | bfs......center.:.array-like.or. |
| 117a0 | 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 43 6f 6f 72 64 69 6e 61 74 65 20 70 61 69 72 20 61 72 6f | None.........Coordinate.pair.aro |
| 117c0 | 75 6e 64 20 77 68 69 63 68 20 74 6f 20 63 65 6e 74 65 72 20 74 68 65 20 6c 61 79 6f 75 74 2e 0a | und.which.to.center.the.layout.. |
| 117e0 | 0a 20 20 20 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 20 3a 20 73 74 72 2c 20 64 65 66 61 75 6c 74 | .....store_pos_as.:.str,.default |
| 11800 | 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 49 66 20 6e 6f 6e 2d 4e 6f 6e 65 2c 20 74 68 65 20 70 | .None.........If.non-None,.the.p |
| 11820 | 6f 73 69 74 69 6f 6e 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 20 77 69 6c 6c 20 62 65 20 73 74 6f | osition.of.each.node.will.be.sto |
| 11840 | 72 65 64 20 6f 6e 20 74 68 65 20 67 72 61 70 68 20 61 73 0a 20 20 20 20 20 20 20 20 61 6e 20 61 | red.on.the.graph.as.........an.a |
| 11860 | 74 74 72 69 62 75 74 65 20 77 69 74 68 20 74 68 69 73 20 73 74 72 69 6e 67 20 61 73 20 69 74 73 | ttribute.with.this.string.as.its |
| 11880 | 20 6e 61 6d 65 2c 20 77 68 69 63 68 20 63 61 6e 20 62 65 20 61 63 63 65 73 73 65 64 20 77 69 74 | .name,.which.can.be.accessed.wit |
| 118a0 | 68 0a 20 20 20 20 20 20 20 20 60 60 47 2e 6e 6f 64 65 73 5b 2e 2e 2e 5d 5b 73 74 6f 72 65 5f 70 | h.........``G.nodes[...][store_p |
| 118c0 | 6f 73 5f 61 73 5d 60 60 2e 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 73 74 69 6c 6c 20 72 65 74 | os_as]``..The.function.still.ret |
| 118e0 | 75 72 6e 73 20 74 68 65 20 64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e | urns.the.dictionary.......Return |
| 11900 | 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 70 6f 73 20 3a 20 64 69 63 74 0a 20 20 20 | s.....-------.....pos.:.dict.... |
| 11920 | 20 20 20 20 20 41 20 64 69 63 74 69 6f 6e 61 72 79 20 6f 66 20 70 6f 73 69 74 69 6f 6e 73 20 6b | .....A.dictionary.of.positions.k |
| 11940 | 65 79 65 64 20 62 79 20 6e 6f 64 65 2e 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 | eyed.by.node.......Examples..... |
| 11960 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 70 70 72 69 6e 74 20 69 6d 70 | --------.....>>>.from.pprint.imp |
| 11980 | 6f 72 74 20 70 70 72 69 6e 74 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 70 61 74 68 5f 67 | ort.pprint.....>>>.G.=.nx.path_g |
| 119a0 | 72 61 70 68 28 34 29 0a 20 20 20 20 3e 3e 3e 20 70 6f 73 20 3d 20 6e 78 2e 62 66 73 5f 6c 61 79 | raph(4).....>>>.pos.=.nx.bfs_lay |
| 119c0 | 6f 75 74 28 47 2c 20 30 29 0a 20 20 20 20 3e 3e 3e 20 23 20 73 75 70 70 72 65 73 73 20 74 68 65 | out(G,.0).....>>>.#.suppress.the |
| 119e0 | 20 72 65 74 75 72 6e 65 64 20 64 69 63 74 20 61 6e 64 20 73 74 6f 72 65 20 6f 6e 20 74 68 65 20 | .returned.dict.and.store.on.the. |
| 11a00 | 67 72 61 70 68 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 3e 3e 3e 20 5f 20 3d 20 6e 78 2e 62 66 | graph.directly.....>>>._.=.nx.bf |
| 11a20 | 73 5f 6c 61 79 6f 75 74 28 47 2c 20 30 2c 20 73 74 6f 72 65 5f 70 6f 73 5f 61 73 3d 22 70 6f 73 | s_layout(G,.0,.store_pos_as="pos |
| 11a40 | 22 29 0a 20 20 20 20 3e 3e 3e 20 70 70 72 69 6e 74 28 6e 78 2e 67 65 74 5f 6e 6f 64 65 5f 61 74 | ").....>>>.pprint(nx.get_node_at |
| 11a60 | 74 72 69 62 75 74 65 73 28 47 2c 20 22 70 6f 73 22 29 29 0a 20 20 20 20 7b 30 3a 20 61 72 72 61 | tributes(G,."pos")).....{0:.arra |
| 11a80 | 79 28 5b 2d 31 2e 2c 20 20 30 2e 5d 29 2c 0a 20 20 20 20 20 31 3a 20 61 72 72 61 79 28 5b 2d 30 | y([-1.,..0.]),......1:.array([-0 |
| 11aa0 | 2e 33 33 33 33 33 33 33 33 2c 20 20 30 2e 20 20 20 20 20 20 20 20 5d 29 2c 0a 20 20 20 20 20 32 | .33333333,..0.........]),......2 |
| 11ac0 | 3a 20 61 72 72 61 79 28 5b 30 2e 33 33 33 33 33 33 33 33 2c 20 30 2e 20 20 20 20 20 20 20 20 5d | :.array([0.33333333,.0.........] |
| 11ae0 | 29 2c 0a 20 20 20 20 20 33 3a 20 61 72 72 61 79 28 5b 31 2e 2c 20 30 2e 5d 29 7d 0a 0a 0a 0a 20 | ),......3:.array([1.,.0.])}..... |
| 11b00 | 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 54 68 69 73 20 61 6c 67 6f | ...Notes.....-----.....This.algo |
| 11b20 | 72 69 74 68 6d 20 63 75 72 72 65 6e 74 6c 79 20 6f 6e 6c 79 20 77 6f 72 6b 73 20 69 6e 20 74 77 | rithm.currently.only.works.in.tw |
| 11b40 | 6f 20 64 69 6d 65 6e 73 69 6f 6e 73 20 61 6e 64 20 64 6f 65 73 20 6e 6f 74 0a 20 20 20 20 74 72 | o.dimensions.and.does.not.....tr |
| 11b60 | 79 20 74 6f 20 6d 69 6e 69 6d 69 7a 65 20 65 64 67 65 20 63 72 6f 73 73 69 6e 67 73 2e 0a 0a 20 | y.to.minimize.edge.crossings.... |
| 11b80 | 20 20 20 72 28 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 33 00 00 00 f3 32 00 | ...r(...c................3....2. |
| 11ba0 | 00 00 4b 00 01 00 97 00 7c 00 5d 0f 00 00 7d 01 74 01 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 | ..K.....|.]...}.t.........|..... |
| 11bc0 | 00 00 00 00 96 01 97 01 01 00 8c 11 04 00 79 00 ad 03 77 01 72 73 00 00 00 72 29 01 00 00 72 2a | ..............y...w.rs...r)...r* |
| 11be0 | 01 00 00 73 02 00 00 00 20 20 72 24 00 00 00 72 78 00 00 00 7a 1d 62 66 73 5f 6c 61 79 6f 75 74 | ...s......r$...rx...z.bfs_layout |
| 11c00 | 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e de 07 00 00 73 14 00 00 00 e8 00 f8 80 | .<locals>.<genexpr>....s........ |
| 11c20 | 00 d2 14 3d a0 45 94 53 98 15 97 5a d1 14 3d f9 72 2b 01 00 00 7a 77 62 66 73 5f 6c 61 79 6f 75 | ...=.E.S...Z..=.r+...zwbfs_layou |
| 11c40 | 74 20 64 69 64 6e 27 74 20 69 6e 63 6c 75 64 65 20 61 6c 6c 20 6e 6f 64 65 73 2e 20 50 65 72 68 | t.didn't.include.all.nodes..Perh |
| 11c60 | 61 70 73 20 75 73 65 20 69 6e 70 75 74 20 67 72 61 70 68 3a 0a 20 20 20 20 20 20 20 20 47 2e 73 | aps.use.input.graph:.........G.s |
| 11c80 | 75 62 67 72 61 70 68 28 6e 78 2e 6e 6f 64 65 5f 63 6f 6e 6e 65 63 74 65 64 5f 63 6f 6d 70 6f 6e | ubgraph(nx.node_connected_compon |
| 11ca0 | 65 6e 74 28 47 2c 20 73 74 61 72 74 29 29 29 04 72 32 01 00 00 72 5b 00 00 00 72 37 00 00 00 72 | ent(G,.start))).r2...r[...r7...r |
| 11cc0 | 1f 00 00 00 29 0b 72 25 00 00 00 72 2d 00 00 00 72 7c 00 00 00 72 17 00 00 00 da 0a 62 66 73 5f | ....).r%...r-...r|...r......bfs_ |
| 11ce0 | 6c 61 79 65 72 73 72 1c 00 00 00 72 b4 00 00 00 72 7d 00 00 00 72 9b 00 00 00 72 11 00 00 00 72 | layersr....r....r}...r....r....r |
| 11d00 | 2f 00 00 00 29 08 72 1e 00 00 00 da 05 73 74 61 72 74 72 5b 00 00 00 72 37 00 00 00 72 1f 00 00 | /...).r......startr[...r7...r... |
| 11d20 | 00 72 31 00 00 00 72 34 01 00 00 72 32 00 00 00 73 08 00 00 00 20 20 20 20 20 20 20 20 72 24 00 | .r1...r4...r2...s............r$. |
| 11d40 | 00 00 72 12 00 00 00 72 12 00 00 00 ac 07 00 00 73 9f 00 00 00 80 00 f4 5a 01 00 11 20 a0 01 a0 | ..r....r........s.......Z....... |
| 11d60 | 36 a8 31 d3 10 2d 81 49 80 41 80 76 f4 06 00 0e 12 94 29 9c 42 9f 4d 99 4d a8 21 a8 55 d3 1c 33 | 6.1..-.I.A.v......).B.M.M.!.U..3 |
| 11d80 | d3 12 34 d3 0d 35 80 46 e4 07 0a 88 31 83 76 94 13 d1 14 3d a8 56 af 5d a9 5d ab 5f d4 14 3d d3 | ..4..5.F....1.v....=.V.].]._..=. |
| 11da0 | 11 3d d2 07 3d dc 0e 10 d7 0e 1e d1 0e 1e f0 02 01 0d 48 01 f3 03 03 0f 0a f0 00 03 09 0a f4 0c | .=..=.............H............. |
| 11dc0 | 00 0b 1e d8 08 09 90 66 a0 45 b0 15 b8 76 f4 03 02 0b 06 80 43 f0 08 00 08 14 d0 07 1f dc 08 0a | .......f.E...v......C........... |
| 11de0 | d7 08 1e d1 08 1e 98 71 a0 23 a0 7c d4 08 34 e0 0b 0e 80 4a 72 26 00 00 00 29 04 4e 72 28 00 00 | .......q.#.|..4....Jr&...).Nr(.. |
| 11e00 | 00 4e 4e 29 04 72 33 00 00 00 4e 72 28 00 00 00 4e 29 06 4e 4e 72 33 00 00 00 4e 72 28 00 00 00 | .NN).r3...Nr(...N).NNr3...Nr(... |
| 11e20 | 4e 29 06 4e 72 50 00 00 00 72 33 00 00 00 4e 67 55 55 55 55 55 55 f5 3f 4e 29 0b 4e 4e 4e e9 32 | N).NrP...r3...NgUUUUUU.?N).NNN.2 |
| 11e40 | 00 00 00 e7 2d 43 1c eb e2 36 1a 3f 72 69 00 00 00 72 33 00 00 00 4e 72 28 00 00 00 4e 4e 29 07 | ....-C...6.?ri...r3...Nr(...NN). |
| 11e60 | 4e 4e 4e 72 93 01 00 00 72 94 01 00 00 72 28 00 00 00 4e 29 09 4e 4e 4e 72 93 01 00 00 72 94 01 | NNNr....r....r(...N).NNNr....r.. |
| 11e80 | 00 00 72 28 00 00 00 4e 72 70 00 00 00 72 6b 00 00 00 29 07 4e 4e 72 69 00 00 00 72 33 00 00 00 | ..r(...Nrp...rk...).NNri...r3... |
| 11ea0 | 4e 72 28 00 00 00 4e 29 05 72 69 00 00 00 72 33 00 00 00 4e 72 28 00 00 00 4e 29 01 72 28 00 00 | Nr(...N).ri...r3...Nr(...N).r(.. |
| 11ec0 | 00 29 06 72 33 00 00 00 4e 72 28 00 00 00 67 66 66 66 66 66 66 d6 3f 46 4e 29 05 da 06 73 75 62 | .).r3...Nr(...gffffff.?FN)...sub |
| 11ee0 | 73 65 74 72 50 00 00 00 72 33 00 00 00 4e 4e 29 06 4e 72 33 00 00 00 67 9a 99 99 99 99 99 f1 3f | setrP...r3...NN).Nr3...g.......? |
| 11f00 | 67 8d ed b5 a0 f7 c6 b0 3e 72 ec 00 00 00 72 61 01 00 00 72 73 00 00 00 29 01 72 33 00 00 00 29 | g.......>r....ra...rs...).r3...) |
| 11f20 | 1f da 07 5f 5f 64 6f 63 5f 5f da 08 6e 65 74 77 6f 72 6b 78 72 17 00 00 00 da 0e 6e 65 74 77 6f | ...__doc__..networkxr......netwo |
| 11f40 | 72 6b 78 2e 75 74 69 6c 73 72 03 00 00 00 da 07 5f 5f 61 6c 6c 5f 5f 72 25 00 00 00 72 08 00 00 | rkx.utilsr......__all__r%...r... |
| 11f60 | 00 72 05 00 00 00 72 0b 00 00 00 72 04 00 00 00 72 0c 00 00 00 72 0f 00 00 00 72 83 00 00 00 72 | .r....r....r....r....r....r....r |
| 11f80 | 81 00 00 00 72 b0 00 00 00 72 07 00 00 00 72 e2 00 00 00 72 ef 00 00 00 72 0d 00 00 00 72 02 01 | ....r....r....r....r....r....r.. |
| 11fa0 | 00 00 72 00 01 00 00 72 0e 00 00 00 72 10 00 00 00 72 11 00 00 00 72 13 00 00 00 da 0d 5f 64 69 | ..r....r....r....r....r......_di |
| 11fc0 | 73 70 61 74 63 68 61 62 6c 65 72 06 00 00 00 72 09 00 00 00 72 0a 00 00 00 72 12 00 00 00 72 74 | spatchabler....r....r....r....rt |
| 11fe0 | 00 00 00 72 26 00 00 00 72 24 00 00 00 fa 08 3c 6d 6f 64 75 6c 65 3e 72 9b 01 00 00 01 00 00 00 | ...r&...r$.....<module>r........ |
| 12000 | 73 4e 02 00 00 f0 03 01 01 01 f1 02 10 01 04 f3 24 00 01 16 dd 00 2a f2 04 11 0b 02 80 07 f2 28 | sN..............$.....*........( |
| 12020 | 12 01 15 f1 2a 00 02 11 90 11 d3 01 13 f2 02 3e 01 0f f3 03 00 02 14 f0 02 3e 01 0f f3 42 02 52 | ....*..........>.........>...B.R |
| 12040 | 01 01 0f f0 6c 02 00 4b 01 4f 01 f3 03 69 01 01 10 f0 5c 03 00 0b 0f d8 0a 14 d8 0a 0b d8 0b 0f | ....l..K.O...i....\............. |
| 12060 | d8 11 16 d8 11 15 f3 0f 7e 01 01 0f f1 42 04 00 02 11 90 12 d3 01 14 f0 06 00 07 0b d8 08 0c d8 | ........~....B.................. |
| 12080 | 0a 0e d8 0f 11 d8 0e 12 d8 0b 13 d8 0a 0b d8 0b 0f d8 08 09 d8 09 0d d8 11 15 f0 19 48 03 01 0f | ............................H... |
| 120a0 | f0 1c 00 0c 12 d8 0c 0f f3 1f 48 03 01 0f f3 03 00 02 15 f0 02 48 03 01 0f f0 56 06 00 1f 2c d0 | ..........H..........H....V...,. |
| 120c0 | 00 1b f1 06 00 02 11 90 11 d3 01 13 e0 50 54 f2 03 3a 01 0f f3 03 00 02 14 f0 02 3a 01 0f f1 7a | .............PT..:.........:...z |
| 120e0 | 01 00 02 11 90 11 d3 01 13 f0 06 00 07 0b d8 08 0c d8 0a 0e d8 0f 11 d8 0e 12 d8 08 09 d8 09 0d | ................................ |
| 12100 | d8 0b 13 d8 0c 0f f2 15 55 01 01 0f f3 03 00 02 14 f0 02 55 01 01 0f f2 70 02 3b 01 1f f0 40 02 | ........U..........U....p.;...@. |
| 12120 | 00 0a 0e d8 08 0c d8 0b 13 d8 0a 0b d8 0b 0f d8 08 09 d8 11 15 f3 11 63 01 01 0f f2 4c 03 13 01 | .......................c....L... |
| 12140 | 2a f2 2c 16 01 20 f3 32 5e 01 01 0f f3 42 03 12 01 2b f3 2a 18 01 2b f3 36 46 01 01 0f f0 56 02 | *.,....2^....B...+.*..+.6F....V. |
| 12160 | 00 0b 0c d8 0b 0f d8 08 09 d8 0f 13 d8 10 15 d8 11 15 f3 0f 6c 01 01 0f f0 60 03 00 52 01 56 01 | ....................l....`..R.V. |
| 12180 | f3 03 6d 01 01 0f f1 60 03 00 02 11 90 16 d3 01 18 f0 06 00 09 0d d8 0c 0d d8 06 09 d8 09 0d d8 | ..m....`........................ |
| 121a0 | 07 0b d8 0d 11 f0 0f 45 02 01 0f f0 12 00 0a 0e d8 11 15 f3 15 45 02 01 0f f3 03 00 02 19 f0 02 | .......E.............E.......... |
| 121c0 | 45 02 01 0f f1 50 04 00 02 11 90 16 d3 01 18 d8 01 11 80 12 d7 01 11 d1 01 11 98 58 b0 6e c0 62 | E....P.....................X.n.b |
| 121e0 | d0 35 49 d4 01 4a f0 06 00 09 0d f0 05 56 04 01 0f f0 08 00 0e 11 d8 15 18 d8 12 15 d8 0c 0f d8 | .5I..J.......V.................. |
| 12200 | 17 1c d8 13 18 d8 0e 12 d8 0e 12 d8 0b 0f d8 12 17 d8 0b 10 d8 09 0d d8 08 09 d8 11 15 f3 23 56 | ..............................#V |
| 12220 | 04 01 0f f3 03 00 02 4b 01 f3 03 00 02 19 f0 04 56 04 01 0f f3 72 08 2a 01 0f f3 5a 01 23 01 21 | .......K........V....r.*...Z.#.! |
| 12240 | f0 4c 01 00 23 2d b0 41 b8 64 d0 51 55 f5 00 40 01 01 0f 72 26 00 00 00 | .L..#-.A.d.QU..@...r&... |
 |
index : uiuc-course-graph.git | |
| Unnamed repository; edit this file 'description' to name the repository. | Ubuntu |
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