| ofs | hex dump | ascii |
|---|
| 0000 | cb 0d 0d 0a 00 00 00 00 85 fa a7 68 e5 bb 00 00 e3 00 00 00 00 00 00 00 00 00 00 00 00 05 00 00 | ...........h.................... |
| 0020 | 00 00 00 00 00 f3 b8 00 00 00 97 00 64 00 5a 00 64 01 64 02 6c 01 6d 02 5a 02 01 00 64 01 64 03 | ............d.Z.d.d.l.m.Z...d.d. |
| 0040 | 6c 03 6d 04 5a 04 01 00 64 01 64 04 6c 05 5a 06 64 01 64 05 6c 05 6d 07 5a 07 01 00 64 01 64 06 | l.m.Z...d.d.l.Z.d.d.l.m.Z...d.d. |
| 0060 | 6c 08 6d 09 5a 09 01 00 64 01 64 07 6c 0a 6d 0b 5a 0b 01 00 64 01 64 08 6c 0c 6d 0d 5a 0d 6d 0e | l.m.Z...d.d.l.m.Z...d.d.l.m.Z.m. |
| 0080 | 5a 0e 6d 0f 5a 0f 6d 10 5a 10 6d 11 5a 11 01 00 64 01 64 09 6c 12 6d 13 5a 13 01 00 64 0a 67 01 | Z.m.Z.m.Z.m.Z...d.d.l.m.Z...d.g. |
| 00a0 | 5a 14 02 00 47 00 64 0b 84 00 64 0c ab 02 00 00 00 00 00 00 5a 15 02 00 47 00 64 0d 84 00 64 0e | Z...G.d...d.........Z...G.d...d. |
| 00c0 | ab 02 00 00 00 00 00 00 5a 16 02 00 47 00 64 0f 84 00 64 0a 65 0b ab 03 00 00 00 00 00 00 5a 17 | ........Z...G.d...d.e.........Z. |
| 00e0 | 79 04 29 10 7a 1f 42 61 73 65 20 63 6c 61 73 73 20 66 6f 72 20 64 69 72 65 63 74 65 64 20 67 72 | y.).z.Base.class.for.directed.gr |
| 0100 | 61 70 68 73 2e e9 00 00 00 00 a9 01 da 08 64 65 65 70 63 6f 70 79 29 01 da 0f 63 61 63 68 65 64 | aphs..........deepcopy)...cached |
| 0120 | 5f 70 72 6f 70 65 72 74 79 4e 29 01 da 07 63 6f 6e 76 65 72 74 29 01 da 0d 41 64 6a 61 63 65 6e | _propertyN)...convert)...Adjacen |
| 0140 | 63 79 56 69 65 77 29 01 da 05 47 72 61 70 68 29 05 da 0c 44 69 44 65 67 72 65 65 56 69 65 77 da | cyView)...Graph)...DiDegreeView. |
| 0160 | 0c 49 6e 44 65 67 72 65 65 56 69 65 77 da 0a 49 6e 45 64 67 65 56 69 65 77 da 0d 4f 75 74 44 65 | .InDegreeView..InEdgeView..OutDe |
| 0180 | 67 72 65 65 56 69 65 77 da 0b 4f 75 74 45 64 67 65 56 69 65 77 29 01 da 0d 4e 65 74 77 6f 72 6b | greeView..OutEdgeView)...Network |
| 01a0 | 58 45 72 72 6f 72 da 07 44 69 47 72 61 70 68 63 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 | XError..DiGraphc................ |
| 01c0 | 00 00 00 00 f3 16 00 00 00 97 00 65 00 5a 01 64 00 5a 02 64 01 5a 03 64 02 84 00 5a 04 79 03 29 | ...........e.Z.d.Z.d.Z.d...Z.y.) |
| 01e0 | 04 da 21 5f 43 61 63 68 65 64 50 72 6f 70 65 72 74 79 52 65 73 65 74 74 65 72 41 64 6a 41 6e 64 | ..!_CachedPropertyResetterAdjAnd |
| 0200 | 53 75 63 63 61 71 03 00 00 44 61 74 61 20 44 65 73 63 72 69 70 74 6f 72 20 63 6c 61 73 73 20 74 | Succaq...Data.Descriptor.class.t |
| 0220 | 68 61 74 20 73 79 6e 63 73 20 61 6e 64 20 72 65 73 65 74 73 20 63 61 63 68 65 64 20 70 72 6f 70 | hat.syncs.and.resets.cached.prop |
| 0240 | 65 72 74 69 65 73 20 61 64 6a 20 61 6e 64 20 73 75 63 63 0a 0a 20 20 20 20 54 68 65 20 63 61 63 | erties.adj.and.succ......The.cac |
| 0260 | 68 65 64 20 70 72 6f 70 65 72 74 69 65 73 20 60 61 64 6a 60 20 61 6e 64 20 60 73 75 63 63 60 20 | hed.properties.`adj`.and.`succ`. |
| 0280 | 61 72 65 20 72 65 73 65 74 20 77 68 65 6e 65 76 65 72 20 60 5f 61 64 6a 60 20 6f 72 20 60 5f 73 | are.reset.whenever.`_adj`.or.`_s |
| 02a0 | 75 63 63 60 0a 20 20 20 20 61 72 65 20 73 65 74 20 74 6f 20 6e 65 77 20 6f 62 6a 65 63 74 73 2e | ucc`.....are.set.to.new.objects. |
| 02c0 | 20 49 6e 20 61 64 64 69 74 69 6f 6e 2c 20 74 68 65 20 61 74 74 72 69 62 75 74 65 73 20 60 5f 73 | .In.addition,.the.attributes.`_s |
| 02e0 | 75 63 63 60 20 61 6e 64 20 60 5f 61 64 6a 60 0a 20 20 20 20 61 72 65 20 73 79 6e 63 65 64 20 73 | ucc`.and.`_adj`.....are.synced.s |
| 0300 | 6f 20 74 68 65 73 65 20 74 77 6f 20 6e 61 6d 65 73 20 70 6f 69 6e 74 20 74 6f 20 74 68 65 20 73 | o.these.two.names.point.to.the.s |
| 0320 | 61 6d 65 20 6f 62 6a 65 63 74 2e 0a 0a 20 20 20 20 57 61 72 6e 69 6e 67 3a 20 6d 6f 73 74 20 6f | ame.object.......Warning:.most.o |
| 0340 | 66 20 74 68 65 20 74 69 6d 65 2c 20 77 68 65 6e 20 60 60 47 2e 5f 61 64 6a 60 60 20 69 73 20 73 | f.the.time,.when.``G._adj``.is.s |
| 0360 | 65 74 2c 20 60 60 47 2e 5f 70 72 65 64 60 60 20 73 68 6f 75 6c 64 20 61 6c 73 6f 0a 20 20 20 20 | et,.``G._pred``.should.also..... |
| 0380 | 62 65 20 73 65 74 20 74 6f 20 6d 61 69 6e 74 61 69 6e 20 61 20 76 61 6c 69 64 20 64 61 74 61 20 | be.set.to.maintain.a.valid.data. |
| 03a0 | 73 74 72 75 63 74 75 72 65 2e 20 54 68 65 79 20 73 68 61 72 65 20 64 61 74 61 64 69 63 74 73 2e | structure..They.share.datadicts. |
| 03c0 | 0a 0a 20 20 20 20 54 68 69 73 20 6f 62 6a 65 63 74 20 73 69 74 73 20 6f 6e 20 61 20 63 6c 61 73 | ......This.object.sits.on.a.clas |
| 03e0 | 73 20 61 6e 64 20 65 6e 73 75 72 65 73 20 74 68 61 74 20 61 6e 79 20 69 6e 73 74 61 6e 63 65 20 | s.and.ensures.that.any.instance. |
| 0400 | 6f 66 20 74 68 61 74 0a 20 20 20 20 63 6c 61 73 73 20 63 6c 65 61 72 73 20 69 74 73 20 63 61 63 | of.that.....class.clears.its.cac |
| 0420 | 68 65 64 20 70 72 6f 70 65 72 74 69 65 73 20 22 73 75 63 63 22 20 61 6e 64 20 22 61 64 6a 22 20 | hed.properties."succ".and."adj". |
| 0440 | 77 68 65 6e 65 76 65 72 20 74 68 65 0a 20 20 20 20 75 6e 64 65 72 6c 79 69 6e 67 20 69 6e 73 74 | whenever.the.....underlying.inst |
| 0460 | 61 6e 63 65 20 61 74 74 72 69 62 75 74 65 73 20 22 5f 73 75 63 63 22 20 6f 72 20 22 5f 61 64 6a | ance.attributes."_succ".or."_adj |
| 0480 | 22 20 61 72 65 20 73 65 74 20 74 6f 20 61 20 6e 65 77 20 6f 62 6a 65 63 74 2e 0a 20 20 20 20 49 | ".are.set.to.a.new.object......I |
| 04a0 | 74 20 6f 6e 6c 79 20 61 66 66 65 63 74 73 20 74 68 65 20 73 65 74 20 70 72 6f 63 65 73 73 20 6f | t.only.affects.the.set.process.o |
| 04c0 | 66 20 74 68 65 20 6f 62 6a 2e 5f 61 64 6a 20 61 6e 64 20 6f 62 6a 2e 5f 73 75 63 63 20 61 74 74 | f.the.obj._adj.and.obj._succ.att |
| 04e0 | 72 69 62 75 74 65 2e 0a 20 20 20 20 41 6c 6c 20 67 65 74 2f 64 65 6c 20 6f 70 65 72 61 74 69 6f | ribute......All.get/del.operatio |
| 0500 | 6e 73 20 61 63 74 20 61 73 20 74 68 65 79 20 6e 6f 72 6d 61 6c 6c 79 20 77 6f 75 6c 64 2e 0a 0a | ns.act.as.they.normally.would... |
| 0520 | 20 20 20 20 46 6f 72 20 69 6e 66 6f 20 6f 6e 20 44 61 74 61 20 44 65 73 63 72 69 70 74 6f 72 73 | ....For.info.on.Data.Descriptors |
| 0540 | 20 73 65 65 3a 20 68 74 74 70 73 3a 2f 2f 64 6f 63 73 2e 70 79 74 68 6f 6e 2e 6f 72 67 2f 33 2f | .see:.https://docs.python.org/3/ |
| 0560 | 68 6f 77 74 6f 2f 64 65 73 63 72 69 70 74 6f 72 2e 68 74 6d 6c 0a 20 20 20 20 63 03 00 00 00 00 | howto/descriptor.html.....c..... |
| 0580 | 00 00 00 00 00 00 00 03 00 00 00 03 00 00 00 f3 56 00 00 00 97 00 7c 01 6a 00 00 00 00 00 00 00 | ................V.....|.j....... |
| 05a0 | 00 00 00 00 00 00 00 00 00 00 00 00 7d 03 7c 02 7c 03 64 01 3c 00 00 00 7c 02 7c 03 64 02 3c 00 | ............}.|.|.d.<...|.|.d.<. |
| 05c0 | 00 00 67 00 64 03 a2 01 7d 04 7c 04 44 00 5d 0a 00 00 7d 05 7c 05 7c 03 76 00 73 01 8c 08 7c 03 | ..g.d...}.|.D.]...}.|.|.v.s...|. |
| 05e0 | 7c 05 3d 00 8c 0c 04 00 79 00 29 04 4e da 04 5f 61 64 6a da 05 5f 73 75 63 63 29 07 da 03 61 64 | |.=.....y.).N.._adj.._succ)...ad |
| 0600 | 6a da 04 73 75 63 63 da 05 65 64 67 65 73 da 09 6f 75 74 5f 65 64 67 65 73 da 06 64 65 67 72 65 | j..succ..edges..out_edges..degre |
| 0620 | 65 da 0a 6f 75 74 5f 64 65 67 72 65 65 da 09 69 6e 5f 64 65 67 72 65 65 a9 01 da 08 5f 5f 64 69 | e..out_degree..in_degree....__di |
| 0640 | 63 74 5f 5f a9 06 da 04 73 65 6c 66 da 03 6f 62 6a da 05 76 61 6c 75 65 da 02 6f 64 da 05 70 72 | ct__....self..obj..value..od..pr |
| 0660 | 6f 70 73 da 04 70 72 6f 70 73 06 00 00 00 20 20 20 20 20 20 fa 5f 2f 68 6f 6d 65 2f 62 6c 61 63 | ops..props..........._/home/blac |
| 0680 | 6b 68 61 6f 2f 75 69 75 63 2d 63 6f 75 72 73 65 2d 67 72 61 70 68 2f 2e 76 65 6e 76 2f 6c 69 62 | khao/uiuc-course-graph/.venv/lib |
| 06a0 | 2f 70 79 74 68 6f 6e 33 2e 31 32 2f 73 69 74 65 2d 70 61 63 6b 61 67 65 73 2f 6e 65 74 77 6f 72 | /python3.12/site-packages/networ |
| 06c0 | 6b 78 2f 63 6c 61 73 73 65 73 2f 64 69 67 72 61 70 68 2e 70 79 da 07 5f 5f 73 65 74 5f 5f 7a 29 | kx/classes/digraph.py..__set__z) |
| 06e0 | 5f 43 61 63 68 65 64 50 72 6f 70 65 72 74 79 52 65 73 65 74 74 65 72 41 64 6a 41 6e 64 53 75 63 | _CachedPropertyResetterAdjAndSuc |
| 0700 | 63 2e 5f 5f 73 65 74 5f 5f 29 00 00 00 73 43 00 00 00 80 00 d8 0d 10 8f 5c 89 5c 88 02 d8 15 1a | c.__set__)...sC.........\.\..... |
| 0720 | 88 02 88 36 89 0a d8 16 1b 88 02 88 37 89 0b f2 04 08 11 0a 88 05 f0 12 00 15 1a f2 00 02 09 1d | ...6........7................... |
| 0740 | 88 44 d8 0f 13 90 72 8a 7a d8 14 16 90 74 91 48 f1 05 02 09 1d f3 00 00 00 00 4e a9 05 da 08 5f | .D....r.z....t.H..........N...._ |
| 0760 | 5f 6e 61 6d 65 5f 5f da 0a 5f 5f 6d 6f 64 75 6c 65 5f 5f da 0c 5f 5f 71 75 61 6c 6e 61 6d 65 5f | _name__..__module__..__qualname_ |
| 0780 | 5f da 07 5f 5f 64 6f 63 5f 5f 72 26 00 00 00 a9 00 72 27 00 00 00 72 25 00 00 00 72 11 00 00 00 | _..__doc__r&.....r'...r%...r.... |
| 07a0 | 72 11 00 00 00 16 00 00 00 73 0c 00 00 00 84 00 f1 02 10 05 08 f3 24 10 05 1d 72 27 00 00 00 72 | r........s............$...r'...r |
| 07c0 | 11 00 00 00 63 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 f3 16 00 00 00 97 00 | ....c........................... |
| 07e0 | 65 00 5a 01 64 00 5a 02 64 01 5a 03 64 02 84 00 5a 04 79 03 29 04 da 1b 5f 43 61 63 68 65 64 50 | e.Z.d.Z.d.Z.d...Z.y.)..._CachedP |
| 0800 | 72 6f 70 65 72 74 79 52 65 73 65 74 74 65 72 50 72 65 64 61 f4 02 00 00 44 61 74 61 20 44 65 73 | ropertyResetterPreda....Data.Des |
| 0820 | 63 72 69 70 74 6f 72 20 63 6c 61 73 73 20 66 6f 72 20 5f 70 72 65 64 20 74 68 61 74 20 72 65 73 | criptor.class.for._pred.that.res |
| 0840 | 65 74 73 20 60 60 70 72 65 64 60 60 20 63 61 63 68 65 64 5f 70 72 6f 70 65 72 74 79 20 77 68 65 | ets.``pred``.cached_property.whe |
| 0860 | 6e 20 6e 65 65 64 65 64 0a 0a 20 20 20 20 54 68 69 73 20 61 73 73 75 6d 65 73 20 74 68 61 74 20 | n.needed......This.assumes.that. |
| 0880 | 74 68 65 20 60 60 63 61 63 68 65 64 5f 70 72 6f 70 65 72 74 79 60 60 20 60 60 47 2e 70 72 65 64 | the.``cached_property``.``G.pred |
| 08a0 | 60 60 20 73 68 6f 75 6c 64 20 62 65 20 72 65 73 65 74 20 77 68 65 6e 65 76 65 72 0a 20 20 20 20 | ``.should.be.reset.whenever..... |
| 08c0 | 60 60 47 2e 5f 70 72 65 64 60 60 20 69 73 20 73 65 74 20 74 6f 20 61 20 6e 65 77 20 76 61 6c 75 | ``G._pred``.is.set.to.a.new.valu |
| 08e0 | 65 2e 0a 0a 20 20 20 20 57 61 72 6e 69 6e 67 3a 20 6d 6f 73 74 20 6f 66 20 74 68 65 20 74 69 6d | e.......Warning:.most.of.the.tim |
| 0900 | 65 2c 20 77 68 65 6e 20 60 60 47 2e 5f 70 72 65 64 60 60 20 69 73 20 73 65 74 2c 20 60 60 47 2e | e,.when.``G._pred``.is.set,.``G. |
| 0920 | 5f 61 64 6a 60 60 20 73 68 6f 75 6c 64 20 61 6c 73 6f 0a 20 20 20 20 62 65 20 73 65 74 20 74 6f | _adj``.should.also.....be.set.to |
| 0940 | 20 6d 61 69 6e 74 61 69 6e 20 61 20 76 61 6c 69 64 20 64 61 74 61 20 73 74 72 75 63 74 75 72 65 | .maintain.a.valid.data.structure |
| 0960 | 2e 20 54 68 65 79 20 73 68 61 72 65 20 64 61 74 61 64 69 63 74 73 2e 0a 0a 20 20 20 20 54 68 69 | ..They.share.datadicts.......Thi |
| 0980 | 73 20 6f 62 6a 65 63 74 20 73 69 74 73 20 6f 6e 20 61 20 63 6c 61 73 73 20 61 6e 64 20 65 6e 73 | s.object.sits.on.a.class.and.ens |
| 09a0 | 75 72 65 73 20 74 68 61 74 20 61 6e 79 20 69 6e 73 74 61 6e 63 65 20 6f 66 20 74 68 61 74 0a 20 | ures.that.any.instance.of.that.. |
| 09c0 | 20 20 20 63 6c 61 73 73 20 63 6c 65 61 72 73 20 69 74 73 20 63 61 63 68 65 64 20 70 72 6f 70 65 | ...class.clears.its.cached.prope |
| 09e0 | 72 74 79 20 22 70 72 65 64 22 20 77 68 65 6e 65 76 65 72 20 74 68 65 20 75 6e 64 65 72 6c 79 69 | rty."pred".whenever.the.underlyi |
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| 0a20 | 22 20 69 73 20 73 65 74 20 74 6f 20 61 20 6e 65 77 20 6f 62 6a 65 63 74 2e 20 49 74 20 6f 6e 6c | ".is.set.to.a.new.object..It.onl |
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| 0a60 | 20 74 68 65 20 6f 62 6a 2e 5f 70 72 65 64 20 61 74 74 72 69 62 75 74 65 2e 20 41 6c 6c 20 67 65 | .the.obj._pred.attribute..All.ge |
| 0a80 | 74 2f 64 65 6c 20 6f 70 65 72 61 74 69 6f 6e 73 0a 20 20 20 20 61 63 74 20 61 73 20 74 68 65 79 | t/del.operations.....act.as.they |
| 0aa0 | 20 6e 6f 72 6d 61 6c 6c 79 20 77 6f 75 6c 64 2e 0a 0a 20 20 20 20 46 6f 72 20 69 6e 66 6f 20 6f | .normally.would.......For.info.o |
| 0ac0 | 6e 20 44 61 74 61 20 44 65 73 63 72 69 70 74 6f 72 73 20 73 65 65 3a 20 68 74 74 70 73 3a 2f 2f | n.Data.Descriptors.see:.https:// |
| 0ae0 | 64 6f 63 73 2e 70 79 74 68 6f 6e 2e 6f 72 67 2f 33 2f 68 6f 77 74 6f 2f 64 65 73 63 72 69 70 74 | docs.python.org/3/howto/descript |
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| 0b20 | 00 f3 4c 00 00 00 97 00 7c 01 6a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7d 03 | ..L.....|.j...................}. |
| 0b40 | 7c 02 7c 03 64 01 3c 00 00 00 67 00 64 02 a2 01 7d 04 7c 04 44 00 5d 0a 00 00 7d 05 7c 05 7c 03 | |.|.d.<...g.d...}.|.D.]...}.|.|. |
| 0b60 | 76 00 73 01 8c 08 7c 03 7c 05 3d 00 8c 0c 04 00 79 00 29 03 4e da 05 5f 70 72 65 64 29 05 da 04 | v.s...|.|.=.....y.).N.._pred)... |
| 0b80 | 70 72 65 64 da 08 69 6e 5f 65 64 67 65 73 72 19 00 00 00 72 1a 00 00 00 72 1b 00 00 00 72 1c 00 | pred..in_edgesr....r....r....r.. |
| 0ba0 | 00 00 72 1e 00 00 00 73 06 00 00 00 20 20 20 20 20 20 72 25 00 00 00 72 26 00 00 00 7a 23 5f 43 | ..r....s..........r%...r&...z#_C |
| 0bc0 | 61 63 68 65 64 50 72 6f 70 65 72 74 79 52 65 73 65 74 74 65 72 50 72 65 64 2e 5f 5f 73 65 74 5f | achedPropertyResetterPred.__set_ |
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| 0c40 | 2f 00 00 00 3c 00 00 00 73 0c 00 00 00 84 00 f1 02 0f 05 08 f3 22 07 05 1d 72 27 00 00 00 72 2f | /...<...s............"...r'...r/ |
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| 0c80 | 00 5a 01 64 00 5a 02 64 01 5a 03 02 00 65 04 ab 00 00 00 00 00 00 00 5a 05 65 05 5a 06 02 00 65 | .Z.d.Z.d.Z...e.........Z.e.Z...e |
| 0ca0 | 07 ab 00 00 00 00 00 00 00 5a 08 64 1f 64 03 84 01 5a 09 65 0a 64 04 84 00 ab 00 00 00 00 00 00 | .........Z.d.d...Z.e.d.......... |
| 0cc0 | 00 5a 0b 65 0a 64 05 84 00 ab 00 00 00 00 00 00 00 5a 0c 65 0a 64 06 84 00 ab 00 00 00 00 00 00 | .Z.e.d...........Z.e.d.......... |
| 0ce0 | 00 5a 0d 64 07 84 00 5a 0e 64 08 84 00 5a 0f 64 09 84 00 5a 10 64 0a 84 00 5a 11 64 0b 84 00 5a | .Z.d...Z.d...Z.d...Z.d...Z.d...Z |
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| 0d40 | 0a 64 14 84 00 ab 00 00 00 00 00 00 00 5a 1c 65 1b 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 | .d...........Z.e.j.............. |
| 0d60 | 00 00 00 00 00 65 1c 5f 03 00 00 00 00 00 00 00 00 65 0a 64 15 84 00 ab 00 00 00 00 00 00 00 5a | .....e._.........e.d...........Z |
| 0d80 | 1d 65 0a 64 16 84 00 ab 00 00 00 00 00 00 00 5a 1e 65 0a 64 17 84 00 ab 00 00 00 00 00 00 00 5a | .e.d...........Z.e.d...........Z |
| 0da0 | 1f 65 0a 64 18 84 00 ab 00 00 00 00 00 00 00 5a 20 64 19 84 00 5a 21 64 1a 84 00 5a 22 64 1b 84 | .e.d...........Z.d...Z!d...Z"d.. |
| 0dc0 | 00 5a 23 64 1c 84 00 5a 24 64 20 64 1d 84 01 5a 25 64 21 64 1e 84 01 5a 26 79 02 29 22 72 0f 00 | .Z#d...Z$d.d...Z%d!d...Z&y.)"r.. |
| 0de0 | 00 00 61 0c 23 00 00 0a 20 20 20 20 42 61 73 65 20 63 6c 61 73 73 20 66 6f 72 20 64 69 72 65 63 | ..a.#.......Base.class.for.direc |
| 0e00 | 74 65 64 20 67 72 61 70 68 73 2e 0a 0a 20 20 20 20 41 20 44 69 47 72 61 70 68 20 73 74 6f 72 65 | ted.graphs.......A.DiGraph.store |
| 0e20 | 73 20 6e 6f 64 65 73 20 61 6e 64 20 65 64 67 65 73 20 77 69 74 68 20 6f 70 74 69 6f 6e 61 6c 20 | s.nodes.and.edges.with.optional. |
| 0e40 | 64 61 74 61 2c 20 6f 72 20 61 74 74 72 69 62 75 74 65 73 2e 0a 0a 20 20 20 20 44 69 47 72 61 70 | data,.or.attributes.......DiGrap |
| 0e60 | 68 73 20 68 6f 6c 64 20 64 69 72 65 63 74 65 64 20 65 64 67 65 73 2e 20 20 53 65 6c 66 20 6c 6f | hs.hold.directed.edges...Self.lo |
| 0e80 | 6f 70 73 20 61 72 65 20 61 6c 6c 6f 77 65 64 20 62 75 74 20 6d 75 6c 74 69 70 6c 65 0a 20 20 20 | ops.are.allowed.but.multiple.... |
| 0ea0 | 20 28 70 61 72 61 6c 6c 65 6c 29 20 65 64 67 65 73 20 61 72 65 20 6e 6f 74 2e 0a 0a 20 20 20 20 | .(parallel).edges.are.not....... |
| 0ec0 | 4e 6f 64 65 73 20 63 61 6e 20 62 65 20 61 72 62 69 74 72 61 72 79 20 28 68 61 73 68 61 62 6c 65 | Nodes.can.be.arbitrary.(hashable |
| 0ee0 | 29 20 50 79 74 68 6f 6e 20 6f 62 6a 65 63 74 73 20 77 69 74 68 20 6f 70 74 69 6f 6e 61 6c 0a 20 | ).Python.objects.with.optional.. |
| 0f00 | 20 20 20 6b 65 79 2f 76 61 6c 75 65 20 61 74 74 72 69 62 75 74 65 73 2e 20 42 79 20 63 6f 6e 76 | ...key/value.attributes..By.conv |
| 0f20 | 65 6e 74 69 6f 6e 20 60 4e 6f 6e 65 60 20 69 73 20 6e 6f 74 20 75 73 65 64 20 61 73 20 61 20 6e | ention.`None`.is.not.used.as.a.n |
| 0f40 | 6f 64 65 2e 0a 0a 20 20 20 20 45 64 67 65 73 20 61 72 65 20 72 65 70 72 65 73 65 6e 74 65 64 20 | ode.......Edges.are.represented. |
| 0f60 | 61 73 20 6c 69 6e 6b 73 20 62 65 74 77 65 65 6e 20 6e 6f 64 65 73 20 77 69 74 68 20 6f 70 74 69 | as.links.between.nodes.with.opti |
| 0f80 | 6f 6e 61 6c 0a 20 20 20 20 6b 65 79 2f 76 61 6c 75 65 20 61 74 74 72 69 62 75 74 65 73 2e 0a 0a | onal.....key/value.attributes... |
| 0fa0 | 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.....----------... |
| 0fc0 | 20 20 69 6e 63 6f 6d 69 6e 67 5f 67 72 61 70 68 5f 64 61 74 61 20 3a 20 69 6e 70 75 74 20 67 72 | ..incoming_graph_data.:.input.gr |
| 0fe0 | 61 70 68 20 28 6f 70 74 69 6f 6e 61 6c 2c 20 64 65 66 61 75 6c 74 3a 20 4e 6f 6e 65 29 0a 20 20 | aph.(optional,.default:.None)... |
| 1000 | 20 20 20 20 20 20 44 61 74 61 20 74 6f 20 69 6e 69 74 69 61 6c 69 7a 65 20 67 72 61 70 68 2e 20 | ......Data.to.initialize.graph.. |
| 1020 | 49 66 20 4e 6f 6e 65 20 28 64 65 66 61 75 6c 74 29 20 61 6e 20 65 6d 70 74 79 0a 20 20 20 20 20 | If.None.(default).an.empty...... |
| 1040 | 20 20 20 67 72 61 70 68 20 69 73 20 63 72 65 61 74 65 64 2e 20 20 54 68 65 20 64 61 74 61 20 63 | ...graph.is.created...The.data.c |
| 1060 | 61 6e 20 62 65 20 61 6e 79 20 66 6f 72 6d 61 74 20 74 68 61 74 20 69 73 20 73 75 70 70 6f 72 74 | an.be.any.format.that.is.support |
| 1080 | 65 64 0a 20 20 20 20 20 20 20 20 62 79 20 74 68 65 20 74 6f 5f 6e 65 74 77 6f 72 6b 78 5f 67 72 | ed.........by.the.to_networkx_gr |
| 10a0 | 61 70 68 28 29 20 66 75 6e 63 74 69 6f 6e 2c 20 63 75 72 72 65 6e 74 6c 79 20 69 6e 63 6c 75 64 | aph().function,.currently.includ |
| 10c0 | 69 6e 67 20 65 64 67 65 20 6c 69 73 74 2c 0a 20 20 20 20 20 20 20 20 64 69 63 74 20 6f 66 20 64 | ing.edge.list,.........dict.of.d |
| 10e0 | 69 63 74 73 2c 20 64 69 63 74 20 6f 66 20 6c 69 73 74 73 2c 20 4e 65 74 77 6f 72 6b 58 20 67 72 | icts,.dict.of.lists,.NetworkX.gr |
| 1100 | 61 70 68 2c 20 32 44 20 4e 75 6d 50 79 20 61 72 72 61 79 2c 20 53 63 69 50 79 0a 20 20 20 20 20 | aph,.2D.NumPy.array,.SciPy...... |
| 1120 | 20 20 20 73 70 61 72 73 65 20 6d 61 74 72 69 78 2c 20 6f 72 20 50 79 47 72 61 70 68 76 69 7a 20 | ...sparse.matrix,.or.PyGraphviz. |
| 1140 | 67 72 61 70 68 2e 0a 0a 20 20 20 20 61 74 74 72 20 3a 20 6b 65 79 77 6f 72 64 20 61 72 67 75 6d | graph.......attr.:.keyword.argum |
| 1160 | 65 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 20 6e 6f 20 61 74 74 72 | ents,.optional.(default=.no.attr |
| 1180 | 69 62 75 74 65 73 29 0a 20 20 20 20 20 20 20 20 41 74 74 72 69 62 75 74 65 73 20 74 6f 20 61 64 | ibutes).........Attributes.to.ad |
| 11a0 | 64 20 74 6f 20 67 72 61 70 68 20 61 73 20 6b 65 79 3d 76 61 6c 75 65 20 70 61 69 72 73 2e 0a 0a | d.to.graph.as.key=value.pairs... |
| 11c0 | 20 20 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 47 72 | ....See.Also.....--------.....Gr |
| 11e0 | 61 70 68 0a 20 20 20 20 4d 75 6c 74 69 47 72 61 70 68 0a 20 20 20 20 4d 75 6c 74 69 44 69 47 72 | aph.....MultiGraph.....MultiDiGr |
| 1200 | 61 70 68 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 | aph......Examples.....--------.. |
| 1220 | 20 20 20 43 72 65 61 74 65 20 61 6e 20 65 6d 70 74 79 20 67 72 61 70 68 20 73 74 72 75 63 74 75 | ...Create.an.empty.graph.structu |
| 1240 | 72 65 20 28 61 20 22 6e 75 6c 6c 20 67 72 61 70 68 22 29 20 77 69 74 68 20 6e 6f 20 6e 6f 64 65 | re.(a."null.graph").with.no.node |
| 1260 | 73 20 61 6e 64 0a 20 20 20 20 6e 6f 20 65 64 67 65 73 2e 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d | s.and.....no.edges.......>>>.G.= |
| 1280 | 20 6e 78 2e 44 69 47 72 61 70 68 28 29 0a 0a 20 20 20 20 47 20 63 61 6e 20 62 65 20 67 72 6f 77 | .nx.DiGraph()......G.can.be.grow |
| 12a0 | 6e 20 69 6e 20 73 65 76 65 72 61 6c 20 77 61 79 73 2e 0a 0a 20 20 20 20 2a 2a 4e 6f 64 65 73 3a | n.in.several.ways.......**Nodes: |
| 12c0 | 2a 2a 0a 0a 20 20 20 20 41 64 64 20 6f 6e 65 20 6e 6f 64 65 20 61 74 20 61 20 74 69 6d 65 3a 0a | **......Add.one.node.at.a.time:. |
| 12e0 | 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 28 31 29 0a 0a 20 20 20 20 41 64 64 20 | .....>>>.G.add_node(1)......Add. |
| 1300 | 74 68 65 20 6e 6f 64 65 73 20 66 72 6f 6d 20 61 6e 79 20 63 6f 6e 74 61 69 6e 65 72 20 28 61 20 | the.nodes.from.any.container.(a. |
| 1320 | 6c 69 73 74 2c 20 64 69 63 74 2c 20 73 65 74 20 6f 72 0a 20 20 20 20 65 76 65 6e 20 74 68 65 20 | list,.dict,.set.or.....even.the. |
| 1340 | 6c 69 6e 65 73 20 66 72 6f 6d 20 61 20 66 69 6c 65 20 6f 72 20 74 68 65 20 6e 6f 64 65 73 20 66 | lines.from.a.file.or.the.nodes.f |
| 1360 | 72 6f 6d 20 61 6e 6f 74 68 65 72 20 67 72 61 70 68 29 2e 0a 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 | rom.another.graph).......>>>.G.a |
| 1380 | 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 5b 32 2c 20 33 5d 29 0a 20 20 20 20 3e 3e 3e 20 47 2e | dd_nodes_from([2,.3]).....>>>.G. |
| 13a0 | 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 72 61 6e 67 65 28 31 30 30 2c 20 31 31 30 29 29 0a | add_nodes_from(range(100,.110)). |
| 13c0 | 20 20 20 20 3e 3e 3e 20 48 20 3d 20 6e 78 2e 70 61 74 68 5f 67 72 61 70 68 28 31 30 29 0a 20 20 | ....>>>.H.=.nx.path_graph(10)... |
| 13e0 | 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 48 29 0a 0a 20 20 20 20 49 | ..>>>.G.add_nodes_from(H)......I |
| 1400 | 6e 20 61 64 64 69 74 69 6f 6e 20 74 6f 20 73 74 72 69 6e 67 73 20 61 6e 64 20 69 6e 74 65 67 65 | n.addition.to.strings.and.intege |
| 1420 | 72 73 20 61 6e 79 20 68 61 73 68 61 62 6c 65 20 50 79 74 68 6f 6e 20 6f 62 6a 65 63 74 0a 20 20 | rs.any.hashable.Python.object... |
| 1440 | 20 20 28 65 78 63 65 70 74 20 4e 6f 6e 65 29 20 63 61 6e 20 72 65 70 72 65 73 65 6e 74 20 61 20 | ..(except.None).can.represent.a. |
| 1460 | 6e 6f 64 65 2c 20 65 2e 67 2e 20 61 20 63 75 73 74 6f 6d 69 7a 65 64 20 6e 6f 64 65 20 6f 62 6a | node,.e.g..a.customized.node.obj |
| 1480 | 65 63 74 2c 0a 20 20 20 20 6f 72 20 65 76 65 6e 20 61 6e 6f 74 68 65 72 20 47 72 61 70 68 2e 0a | ect,.....or.even.another.Graph.. |
| 14a0 | 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 28 48 29 0a 0a 20 20 20 20 2a 2a 45 64 | .....>>>.G.add_node(H)......**Ed |
| 14c0 | 67 65 73 3a 2a 2a 0a 0a 20 20 20 20 47 20 63 61 6e 20 61 6c 73 6f 20 62 65 20 67 72 6f 77 6e 20 | ges:**......G.can.also.be.grown. |
| 14e0 | 62 79 20 61 64 64 69 6e 67 20 65 64 67 65 73 2e 0a 0a 20 20 20 20 41 64 64 20 6f 6e 65 20 65 64 | by.adding.edges.......Add.one.ed |
| 1500 | 67 65 2c 0a 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 31 2c 20 32 29 0a 0a 20 | ge,......>>>.G.add_edge(1,.2)... |
| 1520 | 20 20 20 61 20 6c 69 73 74 20 6f 66 20 65 64 67 65 73 2c 0a 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 | ...a.list.of.edges,......>>>.G.a |
| 1540 | 64 64 5f 65 64 67 65 73 5f 66 72 6f 6d 28 5b 28 31 2c 20 32 29 2c 20 28 31 2c 20 33 29 5d 29 0a | dd_edges_from([(1,.2),.(1,.3)]). |
| 1560 | 0a 20 20 20 20 6f 72 20 61 20 63 6f 6c 6c 65 63 74 69 6f 6e 20 6f 66 20 65 64 67 65 73 2c 0a 0a | .....or.a.collection.of.edges,.. |
| 1580 | 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 73 5f 66 72 6f 6d 28 48 2e 65 64 67 65 73 | ....>>>.G.add_edges_from(H.edges |
| 15a0 | 29 0a 0a 20 20 20 20 49 66 20 73 6f 6d 65 20 65 64 67 65 73 20 63 6f 6e 6e 65 63 74 20 6e 6f 64 | )......If.some.edges.connect.nod |
| 15c0 | 65 73 20 6e 6f 74 20 79 65 74 20 69 6e 20 74 68 65 20 67 72 61 70 68 2c 20 74 68 65 20 6e 6f 64 | es.not.yet.in.the.graph,.the.nod |
| 15e0 | 65 73 0a 20 20 20 20 61 72 65 20 61 64 64 65 64 20 61 75 74 6f 6d 61 74 69 63 61 6c 6c 79 2e 20 | es.....are.added.automatically.. |
| 1600 | 20 54 68 65 72 65 20 61 72 65 20 6e 6f 20 65 72 72 6f 72 73 20 77 68 65 6e 20 61 64 64 69 6e 67 | .There.are.no.errors.when.adding |
| 1620 | 0a 20 20 20 20 6e 6f 64 65 73 20 6f 72 20 65 64 67 65 73 20 74 68 61 74 20 61 6c 72 65 61 64 79 | .....nodes.or.edges.that.already |
| 1640 | 20 65 78 69 73 74 2e 0a 0a 20 20 20 20 2a 2a 41 74 74 72 69 62 75 74 65 73 3a 2a 2a 0a 0a 20 20 | .exist.......**Attributes:**.... |
| 1660 | 20 20 45 61 63 68 20 67 72 61 70 68 2c 20 6e 6f 64 65 2c 20 61 6e 64 20 65 64 67 65 20 63 61 6e | ..Each.graph,.node,.and.edge.can |
| 1680 | 20 68 6f 6c 64 20 6b 65 79 2f 76 61 6c 75 65 20 61 74 74 72 69 62 75 74 65 20 70 61 69 72 73 0a | .hold.key/value.attribute.pairs. |
| 16a0 | 20 20 20 20 69 6e 20 61 6e 20 61 73 73 6f 63 69 61 74 65 64 20 61 74 74 72 69 62 75 74 65 20 64 | ....in.an.associated.attribute.d |
| 16c0 | 69 63 74 69 6f 6e 61 72 79 20 28 74 68 65 20 6b 65 79 73 20 6d 75 73 74 20 62 65 20 68 61 73 68 | ictionary.(the.keys.must.be.hash |
| 16e0 | 61 62 6c 65 29 2e 0a 20 20 20 20 42 79 20 64 65 66 61 75 6c 74 20 74 68 65 73 65 20 61 72 65 20 | able)......By.default.these.are. |
| 1700 | 65 6d 70 74 79 2c 20 62 75 74 20 63 61 6e 20 62 65 20 61 64 64 65 64 20 6f 72 20 63 68 61 6e 67 | empty,.but.can.be.added.or.chang |
| 1720 | 65 64 20 75 73 69 6e 67 0a 20 20 20 20 61 64 64 5f 65 64 67 65 2c 20 61 64 64 5f 6e 6f 64 65 20 | ed.using.....add_edge,.add_node. |
| 1740 | 6f 72 20 64 69 72 65 63 74 20 6d 61 6e 69 70 75 6c 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 61 74 | or.direct.manipulation.of.the.at |
| 1760 | 74 72 69 62 75 74 65 0a 20 20 20 20 64 69 63 74 69 6f 6e 61 72 69 65 73 20 6e 61 6d 65 64 20 67 | tribute.....dictionaries.named.g |
| 1780 | 72 61 70 68 2c 20 6e 6f 64 65 20 61 6e 64 20 65 64 67 65 20 72 65 73 70 65 63 74 69 76 65 6c 79 | raph,.node.and.edge.respectively |
| 17a0 | 2e 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 44 69 47 72 61 70 68 28 64 61 79 3d 22 46 | .......>>>.G.=.nx.DiGraph(day="F |
| 17c0 | 72 69 64 61 79 22 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 67 72 61 70 68 0a 20 20 20 20 7b 27 64 61 | riday").....>>>.G.graph.....{'da |
| 17e0 | 79 27 3a 20 27 46 72 69 64 61 79 27 7d 0a 0a 20 20 20 20 41 64 64 20 6e 6f 64 65 20 61 74 74 72 | y':.'Friday'}......Add.node.attr |
| 1800 | 69 62 75 74 65 73 20 75 73 69 6e 67 20 61 64 64 5f 6e 6f 64 65 28 29 2c 20 61 64 64 5f 6e 6f 64 | ibutes.using.add_node(),.add_nod |
| 1820 | 65 73 5f 66 72 6f 6d 28 29 20 6f 72 20 47 2e 6e 6f 64 65 73 0a 0a 20 20 20 20 3e 3e 3e 20 47 2e | es_from().or.G.nodes......>>>.G. |
| 1840 | 61 64 64 5f 6e 6f 64 65 28 31 2c 20 74 69 6d 65 3d 22 35 70 6d 22 29 0a 20 20 20 20 3e 3e 3e 20 | add_node(1,.time="5pm").....>>>. |
| 1860 | 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 5b 33 5d 2c 20 74 69 6d 65 3d 22 32 70 6d 22 | G.add_nodes_from([3],.time="2pm" |
| 1880 | 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 6e 6f 64 65 73 5b 31 5d 0a 20 20 20 20 7b 27 74 69 6d 65 27 | ).....>>>.G.nodes[1].....{'time' |
| 18a0 | 3a 20 27 35 70 6d 27 7d 0a 20 20 20 20 3e 3e 3e 20 47 2e 6e 6f 64 65 73 5b 31 5d 5b 22 72 6f 6f | :.'5pm'}.....>>>.G.nodes[1]["roo |
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| 18e0 | 5b 22 72 6f 6f 6d 22 5d 20 20 23 20 72 65 6d 6f 76 65 20 61 74 74 72 69 62 75 74 65 0a 20 20 20 | ["room"]..#.remove.attribute.... |
| 1900 | 20 3e 3e 3e 20 6c 69 73 74 28 47 2e 6e 6f 64 65 73 28 64 61 74 61 3d 54 72 75 65 29 29 0a 20 20 | .>>>.list(G.nodes(data=True))... |
| 1920 | 20 20 5b 28 31 2c 20 7b 27 74 69 6d 65 27 3a 20 27 35 70 6d 27 7d 29 2c 20 28 33 2c 20 7b 27 74 | ..[(1,.{'time':.'5pm'}),.(3,.{'t |
| 1940 | 69 6d 65 27 3a 20 27 32 70 6d 27 7d 29 5d 0a 0a 20 20 20 20 41 64 64 20 65 64 67 65 20 61 74 74 | ime':.'2pm'})]......Add.edge.att |
| 1960 | 72 69 62 75 74 65 73 20 75 73 69 6e 67 20 61 64 64 5f 65 64 67 65 28 29 2c 20 61 64 64 5f 65 64 | ributes.using.add_edge(),.add_ed |
| 1980 | 67 65 73 5f 66 72 6f 6d 28 29 2c 20 73 75 62 73 63 72 69 70 74 0a 20 20 20 20 6e 6f 74 61 74 69 | ges_from(),.subscript.....notati |
| 19a0 | 6f 6e 2c 20 6f 72 20 47 2e 65 64 67 65 73 2e 0a 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 | on,.or.G.edges.......>>>.G.add_e |
| 19c0 | 64 67 65 28 31 2c 20 32 2c 20 77 65 69 67 68 74 3d 34 2e 37 29 0a 20 20 20 20 3e 3e 3e 20 47 2e | dge(1,.2,.weight=4.7).....>>>.G. |
| 19e0 | 61 64 64 5f 65 64 67 65 73 5f 66 72 6f 6d 28 5b 28 33 2c 20 34 29 2c 20 28 34 2c 20 35 29 5d 2c | add_edges_from([(3,.4),.(4,.5)], |
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| 1a20 | 73 5f 66 72 6f 6d 28 5b 28 31 2c 20 32 2c 20 7b 22 63 6f 6c 6f 72 22 3a 20 22 62 6c 75 65 22 7d | s_from([(1,.2,.{"color":."blue"} |
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| 1a60 | 3e 3e 20 47 5b 31 5d 5b 32 5d 5b 22 77 65 69 67 68 74 22 5d 20 3d 20 34 2e 37 0a 20 20 20 20 3e | >>.G[1][2]["weight"].=.4.7.....> |
| 1a80 | 3e 3e 20 47 2e 65 64 67 65 73 5b 31 2c 20 32 5d 5b 22 77 65 69 67 68 74 22 5d 20 3d 20 34 0a 0a | >>.G.edges[1,.2]["weight"].=.4.. |
| 1aa0 | 20 20 20 20 57 61 72 6e 69 6e 67 3a 20 77 65 20 70 72 6f 74 65 63 74 20 74 68 65 20 67 72 61 70 | ....Warning:.we.protect.the.grap |
| 1ac0 | 68 20 64 61 74 61 20 73 74 72 75 63 74 75 72 65 20 62 79 20 6d 61 6b 69 6e 67 20 60 47 2e 65 64 | h.data.structure.by.making.`G.ed |
| 1ae0 | 67 65 73 5b 31 2c 20 32 5d 60 20 61 0a 20 20 20 20 72 65 61 64 2d 6f 6e 6c 79 20 64 69 63 74 2d | ges[1,.2]`.a.....read-only.dict- |
| 1b00 | 6c 69 6b 65 20 73 74 72 75 63 74 75 72 65 2e 20 48 6f 77 65 76 65 72 2c 20 79 6f 75 20 63 61 6e | like.structure..However,.you.can |
| 1b20 | 20 61 73 73 69 67 6e 20 74 6f 20 61 74 74 72 69 62 75 74 65 73 0a 20 20 20 20 69 6e 20 65 2e 67 | .assign.to.attributes.....in.e.g |
| 1b40 | 2e 20 60 47 2e 65 64 67 65 73 5b 31 2c 20 32 5d 60 2e 20 54 68 75 73 2c 20 75 73 65 20 32 20 73 | ..`G.edges[1,.2]`..Thus,.use.2.s |
| 1b60 | 65 74 73 20 6f 66 20 62 72 61 63 6b 65 74 73 20 74 6f 20 61 64 64 2f 63 68 61 6e 67 65 0a 20 20 | ets.of.brackets.to.add/change... |
| 1b80 | 20 20 64 61 74 61 20 61 74 74 72 69 62 75 74 65 73 3a 20 60 47 2e 65 64 67 65 73 5b 31 2c 20 32 | ..data.attributes:.`G.edges[1,.2 |
| 1ba0 | 5d 5b 27 77 65 69 67 68 74 27 5d 20 3d 20 34 60 0a 20 20 20 20 28 46 6f 72 20 6d 75 6c 74 69 67 | ]['weight'].=.4`.....(For.multig |
| 1bc0 | 72 61 70 68 73 3a 20 60 4d 47 2e 65 64 67 65 73 5b 75 2c 20 76 2c 20 6b 65 79 5d 5b 6e 61 6d 65 | raphs:.`MG.edges[u,.v,.key][name |
| 1be0 | 5d 20 3d 20 76 61 6c 75 65 60 29 2e 0a 0a 20 20 20 20 2a 2a 53 68 6f 72 74 63 75 74 73 3a 2a 2a | ].=.value`).......**Shortcuts:** |
| 1c00 | 0a 0a 20 20 20 20 4d 61 6e 79 20 63 6f 6d 6d 6f 6e 20 67 72 61 70 68 20 66 65 61 74 75 72 65 73 | ......Many.common.graph.features |
| 1c20 | 20 61 6c 6c 6f 77 20 70 79 74 68 6f 6e 20 73 79 6e 74 61 78 20 74 6f 20 73 70 65 65 64 20 72 65 | .allow.python.syntax.to.speed.re |
| 1c40 | 70 6f 72 74 69 6e 67 2e 0a 0a 20 20 20 20 3e 3e 3e 20 31 20 69 6e 20 47 20 20 23 20 63 68 65 63 | porting.......>>>.1.in.G..#.chec |
| 1c60 | 6b 20 69 66 20 6e 6f 64 65 20 69 6e 20 67 72 61 70 68 0a 20 20 20 20 54 72 75 65 0a 20 20 20 20 | k.if.node.in.graph.....True..... |
| 1c80 | 3e 3e 3e 20 5b 6e 20 66 6f 72 20 6e 20 69 6e 20 47 20 69 66 20 6e 20 3c 20 33 5d 20 20 23 20 69 | >>>.[n.for.n.in.G.if.n.<.3]..#.i |
| 1ca0 | 74 65 72 61 74 65 20 74 68 72 6f 75 67 68 20 6e 6f 64 65 73 0a 20 20 20 20 5b 31 2c 20 32 5d 0a | terate.through.nodes.....[1,.2]. |
| 1cc0 | 20 20 20 20 3e 3e 3e 20 6c 65 6e 28 47 29 20 20 23 20 6e 75 6d 62 65 72 20 6f 66 20 6e 6f 64 65 | ....>>>.len(G)..#.number.of.node |
| 1ce0 | 73 20 69 6e 20 67 72 61 70 68 0a 20 20 20 20 35 0a 0a 20 20 20 20 4f 66 74 65 6e 20 74 68 65 20 | s.in.graph.....5......Often.the. |
| 1d00 | 62 65 73 74 20 77 61 79 20 74 6f 20 74 72 61 76 65 72 73 65 20 61 6c 6c 20 65 64 67 65 73 20 6f | best.way.to.traverse.all.edges.o |
| 1d20 | 66 20 61 20 67 72 61 70 68 20 69 73 20 76 69 61 20 74 68 65 20 6e 65 69 67 68 62 6f 72 73 2e 0a | f.a.graph.is.via.the.neighbors.. |
| 1d40 | 20 20 20 20 54 68 65 20 6e 65 69 67 68 62 6f 72 73 20 61 72 65 20 72 65 70 6f 72 74 65 64 20 61 | ....The.neighbors.are.reported.a |
| 1d60 | 73 20 61 6e 20 61 64 6a 61 63 65 6e 63 79 2d 64 69 63 74 20 60 47 2e 61 64 6a 60 20 6f 72 20 60 | s.an.adjacency-dict.`G.adj`.or.` |
| 1d80 | 47 2e 61 64 6a 61 63 65 6e 63 79 28 29 60 0a 0a 20 20 20 20 3e 3e 3e 20 66 6f 72 20 6e 2c 20 6e | G.adjacency()`......>>>.for.n,.n |
| 1da0 | 62 72 73 64 69 63 74 20 69 6e 20 47 2e 61 64 6a 61 63 65 6e 63 79 28 29 3a 0a 20 20 20 20 2e 2e | brsdict.in.G.adjacency():....... |
| 1dc0 | 2e 20 20 20 20 20 66 6f 72 20 6e 62 72 2c 20 65 61 74 74 72 20 69 6e 20 6e 62 72 73 64 69 63 74 | ......for.nbr,.eattr.in.nbrsdict |
| 1de0 | 2e 69 74 65 6d 73 28 29 3a 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 69 66 20 22 77 65 | .items():.................if."we |
| 1e00 | 69 67 68 74 22 20 69 6e 20 65 61 74 74 72 3a 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 | ight".in.eattr:................. |
| 1e20 | 20 20 20 20 23 20 44 6f 20 73 6f 6d 65 74 68 69 6e 67 20 75 73 65 66 75 6c 20 77 69 74 68 20 74 | ....#.Do.something.useful.with.t |
| 1e40 | 68 65 20 65 64 67 65 73 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 70 61 73 | he.edges.....................pas |
| 1e60 | 73 0a 0a 20 20 20 20 42 75 74 20 74 68 65 20 65 64 67 65 73 20 72 65 70 6f 72 74 69 6e 67 20 6f | s......But.the.edges.reporting.o |
| 1e80 | 62 6a 65 63 74 20 69 73 20 6f 66 74 65 6e 20 6d 6f 72 65 20 63 6f 6e 76 65 6e 69 65 6e 74 3a 0a | bject.is.often.more.convenient:. |
| 1ea0 | 0a 20 20 20 20 3e 3e 3e 20 66 6f 72 20 75 2c 20 76 2c 20 77 65 69 67 68 74 20 69 6e 20 47 2e 65 | .....>>>.for.u,.v,.weight.in.G.e |
| 1ec0 | 64 67 65 73 28 64 61 74 61 3d 22 77 65 69 67 68 74 22 29 3a 0a 20 20 20 20 2e 2e 2e 20 20 20 20 | dges(data="weight"):............ |
| 1ee0 | 20 69 66 20 77 65 69 67 68 74 20 69 73 20 6e 6f 74 20 4e 6f 6e 65 3a 0a 20 20 20 20 2e 2e 2e 20 | .if.weight.is.not.None:......... |
| 1f00 | 20 20 20 20 20 20 20 20 23 20 44 6f 20 73 6f 6d 65 74 68 69 6e 67 20 75 73 65 66 75 6c 20 77 69 | ........#.Do.something.useful.wi |
| 1f20 | 74 68 20 74 68 65 20 65 64 67 65 73 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 70 61 73 | th.the.edges.................pas |
| 1f40 | 73 0a 0a 20 20 20 20 2a 2a 52 65 70 6f 72 74 69 6e 67 3a 2a 2a 0a 0a 20 20 20 20 53 69 6d 70 6c | s......**Reporting:**......Simpl |
| 1f60 | 65 20 67 72 61 70 68 20 69 6e 66 6f 72 6d 61 74 69 6f 6e 20 69 73 20 6f 62 74 61 69 6e 65 64 20 | e.graph.information.is.obtained. |
| 1f80 | 75 73 69 6e 67 20 6f 62 6a 65 63 74 2d 61 74 74 72 69 62 75 74 65 73 20 61 6e 64 20 6d 65 74 68 | using.object-attributes.and.meth |
| 1fa0 | 6f 64 73 2e 0a 20 20 20 20 52 65 70 6f 72 74 69 6e 67 20 75 73 75 61 6c 6c 79 20 70 72 6f 76 69 | ods......Reporting.usually.provi |
| 1fc0 | 64 65 73 20 76 69 65 77 73 20 69 6e 73 74 65 61 64 20 6f 66 20 63 6f 6e 74 61 69 6e 65 72 73 20 | des.views.instead.of.containers. |
| 1fe0 | 74 6f 20 72 65 64 75 63 65 20 6d 65 6d 6f 72 79 0a 20 20 20 20 75 73 61 67 65 2e 20 54 68 65 20 | to.reduce.memory.....usage..The. |
| 2000 | 76 69 65 77 73 20 75 70 64 61 74 65 20 61 73 20 74 68 65 20 67 72 61 70 68 20 69 73 20 75 70 64 | views.update.as.the.graph.is.upd |
| 2020 | 61 74 65 64 20 73 69 6d 69 6c 61 72 6c 79 20 74 6f 20 64 69 63 74 2d 76 69 65 77 73 2e 0a 20 20 | ated.similarly.to.dict-views.... |
| 2040 | 20 20 54 68 65 20 6f 62 6a 65 63 74 73 20 60 6e 6f 64 65 73 60 2c 20 60 65 64 67 65 73 60 20 61 | ..The.objects.`nodes`,.`edges`.a |
| 2060 | 6e 64 20 60 61 64 6a 60 20 70 72 6f 76 69 64 65 20 61 63 63 65 73 73 20 74 6f 20 64 61 74 61 20 | nd.`adj`.provide.access.to.data. |
| 2080 | 61 74 74 72 69 62 75 74 65 73 0a 20 20 20 20 76 69 61 20 6c 6f 6f 6b 75 70 20 28 65 2e 67 2e 20 | attributes.....via.lookup.(e.g.. |
| 20a0 | 60 6e 6f 64 65 73 5b 6e 5d 60 2c 20 60 65 64 67 65 73 5b 75 2c 20 76 5d 60 2c 20 60 61 64 6a 5b | `nodes[n]`,.`edges[u,.v]`,.`adj[ |
| 20c0 | 75 5d 5b 76 5d 60 29 20 61 6e 64 20 69 74 65 72 61 74 69 6f 6e 0a 20 20 20 20 28 65 2e 67 2e 20 | u][v]`).and.iteration.....(e.g.. |
| 20e0 | 60 6e 6f 64 65 73 2e 69 74 65 6d 73 28 29 60 2c 20 60 6e 6f 64 65 73 2e 64 61 74 61 28 27 63 6f | `nodes.items()`,.`nodes.data('co |
| 2100 | 6c 6f 72 27 29 60 2c 0a 20 20 20 20 60 6e 6f 64 65 73 2e 64 61 74 61 28 27 63 6f 6c 6f 72 27 2c | lor')`,.....`nodes.data('color', |
| 2120 | 20 64 65 66 61 75 6c 74 3d 27 62 6c 75 65 27 29 60 20 61 6e 64 20 73 69 6d 69 6c 61 72 6c 79 20 | .default='blue')`.and.similarly. |
| 2140 | 66 6f 72 20 60 65 64 67 65 73 60 29 0a 20 20 20 20 56 69 65 77 73 20 65 78 69 73 74 20 66 6f 72 | for.`edges`).....Views.exist.for |
| 2160 | 20 60 6e 6f 64 65 73 60 2c 20 60 65 64 67 65 73 60 2c 20 60 6e 65 69 67 68 62 6f 72 73 28 29 60 | .`nodes`,.`edges`,.`neighbors()` |
| 2180 | 2f 60 61 64 6a 60 20 61 6e 64 20 60 64 65 67 72 65 65 60 2e 0a 0a 20 20 20 20 46 6f 72 20 64 65 | /`adj`.and.`degree`.......For.de |
| 21a0 | 74 61 69 6c 73 20 6f 6e 20 74 68 65 73 65 20 61 6e 64 20 6f 74 68 65 72 20 6d 69 73 63 65 6c 6c | tails.on.these.and.other.miscell |
| 21c0 | 61 6e 65 6f 75 73 20 6d 65 74 68 6f 64 73 2c 20 73 65 65 20 62 65 6c 6f 77 2e 0a 0a 20 20 20 20 | aneous.methods,.see.below....... |
| 21e0 | 2a 2a 53 75 62 63 6c 61 73 73 65 73 20 28 41 64 76 61 6e 63 65 64 29 3a 2a 2a 0a 0a 20 20 20 20 | **Subclasses.(Advanced):**...... |
| 2200 | 54 68 65 20 47 72 61 70 68 20 63 6c 61 73 73 20 75 73 65 73 20 61 20 64 69 63 74 2d 6f 66 2d 64 | The.Graph.class.uses.a.dict-of-d |
| 2220 | 69 63 74 2d 6f 66 2d 64 69 63 74 20 64 61 74 61 20 73 74 72 75 63 74 75 72 65 2e 0a 20 20 20 20 | ict-of-dict.data.structure...... |
| 2240 | 54 68 65 20 6f 75 74 65 72 20 64 69 63 74 20 28 6e 6f 64 65 5f 64 69 63 74 29 20 68 6f 6c 64 73 | The.outer.dict.(node_dict).holds |
| 2260 | 20 61 64 6a 61 63 65 6e 63 79 20 69 6e 66 6f 72 6d 61 74 69 6f 6e 20 6b 65 79 65 64 20 62 79 20 | .adjacency.information.keyed.by. |
| 2280 | 6e 6f 64 65 2e 0a 20 20 20 20 54 68 65 20 6e 65 78 74 20 64 69 63 74 20 28 61 64 6a 6c 69 73 74 | node......The.next.dict.(adjlist |
| 22a0 | 5f 64 69 63 74 29 20 72 65 70 72 65 73 65 6e 74 73 20 74 68 65 20 61 64 6a 61 63 65 6e 63 79 20 | _dict).represents.the.adjacency. |
| 22c0 | 69 6e 66 6f 72 6d 61 74 69 6f 6e 20 61 6e 64 20 68 6f 6c 64 73 0a 20 20 20 20 65 64 67 65 20 64 | information.and.holds.....edge.d |
| 22e0 | 61 74 61 20 6b 65 79 65 64 20 62 79 20 6e 65 69 67 68 62 6f 72 2e 20 20 54 68 65 20 69 6e 6e 65 | ata.keyed.by.neighbor...The.inne |
| 2300 | 72 20 64 69 63 74 20 28 65 64 67 65 5f 61 74 74 72 5f 64 69 63 74 29 20 72 65 70 72 65 73 65 6e | r.dict.(edge_attr_dict).represen |
| 2320 | 74 73 0a 20 20 20 20 74 68 65 20 65 64 67 65 20 64 61 74 61 20 61 6e 64 20 68 6f 6c 64 73 20 65 | ts.....the.edge.data.and.holds.e |
| 2340 | 64 67 65 20 61 74 74 72 69 62 75 74 65 20 76 61 6c 75 65 73 20 6b 65 79 65 64 20 62 79 20 61 74 | dge.attribute.values.keyed.by.at |
| 2360 | 74 72 69 62 75 74 65 20 6e 61 6d 65 73 2e 0a 0a 20 20 20 20 45 61 63 68 20 6f 66 20 74 68 65 73 | tribute.names.......Each.of.thes |
| 2380 | 65 20 74 68 72 65 65 20 64 69 63 74 73 20 63 61 6e 20 62 65 20 72 65 70 6c 61 63 65 64 20 69 6e | e.three.dicts.can.be.replaced.in |
| 23a0 | 20 61 20 73 75 62 63 6c 61 73 73 20 62 79 20 61 20 75 73 65 72 20 64 65 66 69 6e 65 64 0a 20 20 | .a.subclass.by.a.user.defined... |
| 23c0 | 20 20 64 69 63 74 2d 6c 69 6b 65 20 6f 62 6a 65 63 74 2e 20 49 6e 20 67 65 6e 65 72 61 6c 2c 20 | ..dict-like.object..In.general,. |
| 23e0 | 74 68 65 20 64 69 63 74 2d 6c 69 6b 65 20 66 65 61 74 75 72 65 73 20 73 68 6f 75 6c 64 20 62 65 | the.dict-like.features.should.be |
| 2400 | 0a 20 20 20 20 6d 61 69 6e 74 61 69 6e 65 64 20 62 75 74 20 65 78 74 72 61 20 66 65 61 74 75 72 | .....maintained.but.extra.featur |
| 2420 | 65 73 20 63 61 6e 20 62 65 20 61 64 64 65 64 2e 20 54 6f 20 72 65 70 6c 61 63 65 20 6f 6e 65 20 | es.can.be.added..To.replace.one. |
| 2440 | 6f 66 20 74 68 65 0a 20 20 20 20 64 69 63 74 73 20 63 72 65 61 74 65 20 61 20 6e 65 77 20 67 72 | of.the.....dicts.create.a.new.gr |
| 2460 | 61 70 68 20 63 6c 61 73 73 20 62 79 20 63 68 61 6e 67 69 6e 67 20 74 68 65 20 63 6c 61 73 73 28 | aph.class.by.changing.the.class( |
| 2480 | 21 29 20 76 61 72 69 61 62 6c 65 0a 20 20 20 20 68 6f 6c 64 69 6e 67 20 74 68 65 20 66 61 63 74 | !).variable.....holding.the.fact |
| 24a0 | 6f 72 79 20 66 6f 72 20 74 68 61 74 20 64 69 63 74 2d 6c 69 6b 65 20 73 74 72 75 63 74 75 72 65 | ory.for.that.dict-like.structure |
| 24c0 | 2e 20 54 68 65 20 76 61 72 69 61 62 6c 65 20 6e 61 6d 65 73 20 61 72 65 0a 20 20 20 20 6e 6f 64 | ..The.variable.names.are.....nod |
| 24e0 | 65 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 2c 20 6e 6f 64 65 5f 61 74 74 72 5f 64 69 63 74 5f 66 | e_dict_factory,.node_attr_dict_f |
| 2500 | 61 63 74 6f 72 79 2c 20 61 64 6a 6c 69 73 74 5f 69 6e 6e 65 72 5f 64 69 63 74 5f 66 61 63 74 6f | actory,.adjlist_inner_dict_facto |
| 2520 | 72 79 2c 0a 20 20 20 20 61 64 6a 6c 69 73 74 5f 6f 75 74 65 72 5f 64 69 63 74 5f 66 61 63 74 6f | ry,.....adjlist_outer_dict_facto |
| 2540 | 72 79 2c 20 65 64 67 65 5f 61 74 74 72 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 20 61 6e 64 20 67 | ry,.edge_attr_dict_factory.and.g |
| 2560 | 72 61 70 68 5f 61 74 74 72 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 2e 0a 0a 20 20 20 20 6e 6f 64 | raph_attr_dict_factory.......nod |
| 2580 | 65 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 20 3a 20 66 75 6e 63 74 69 6f 6e 2c 20 28 64 65 66 61 | e_dict_factory.:.function,.(defa |
| 25a0 | 75 6c 74 3a 20 64 69 63 74 29 0a 20 20 20 20 20 20 20 20 46 61 63 74 6f 72 79 20 66 75 6e 63 74 | ult:.dict).........Factory.funct |
| 25c0 | 69 6f 6e 20 74 6f 20 62 65 20 75 73 65 64 20 74 6f 20 63 72 65 61 74 65 20 74 68 65 20 64 69 63 | ion.to.be.used.to.create.the.dic |
| 25e0 | 74 20 63 6f 6e 74 61 69 6e 69 6e 67 20 6e 6f 64 65 0a 20 20 20 20 20 20 20 20 61 74 74 72 69 62 | t.containing.node.........attrib |
| 2600 | 75 74 65 73 2c 20 6b 65 79 65 64 20 62 79 20 6e 6f 64 65 20 69 64 2e 0a 20 20 20 20 20 20 20 20 | utes,.keyed.by.node.id.......... |
| 2620 | 49 74 20 73 68 6f 75 6c 64 20 72 65 71 75 69 72 65 20 6e 6f 20 61 72 67 75 6d 65 6e 74 73 20 61 | It.should.require.no.arguments.a |
| 2640 | 6e 64 20 72 65 74 75 72 6e 20 61 20 64 69 63 74 2d 6c 69 6b 65 20 6f 62 6a 65 63 74 0a 0a 20 20 | nd.return.a.dict-like.object.... |
| 2660 | 20 20 6e 6f 64 65 5f 61 74 74 72 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 3a 20 66 75 6e 63 74 69 | ..node_attr_dict_factory:.functi |
| 2680 | 6f 6e 2c 20 28 64 65 66 61 75 6c 74 3a 20 64 69 63 74 29 0a 20 20 20 20 20 20 20 20 46 61 63 74 | on,.(default:.dict).........Fact |
| 26a0 | 6f 72 79 20 66 75 6e 63 74 69 6f 6e 20 74 6f 20 62 65 20 75 73 65 64 20 74 6f 20 63 72 65 61 74 | ory.function.to.be.used.to.creat |
| 26c0 | 65 20 74 68 65 20 6e 6f 64 65 20 61 74 74 72 69 62 75 74 65 0a 20 20 20 20 20 20 20 20 64 69 63 | e.the.node.attribute.........dic |
| 26e0 | 74 20 77 68 69 63 68 20 68 6f 6c 64 73 20 61 74 74 72 69 62 75 74 65 20 76 61 6c 75 65 73 20 6b | t.which.holds.attribute.values.k |
| 2700 | 65 79 65 64 20 62 79 20 61 74 74 72 69 62 75 74 65 20 6e 61 6d 65 2e 0a 20 20 20 20 20 20 20 20 | eyed.by.attribute.name.......... |
| 2720 | 49 74 20 73 68 6f 75 6c 64 20 72 65 71 75 69 72 65 20 6e 6f 20 61 72 67 75 6d 65 6e 74 73 20 61 | It.should.require.no.arguments.a |
| 2740 | 6e 64 20 72 65 74 75 72 6e 20 61 20 64 69 63 74 2d 6c 69 6b 65 20 6f 62 6a 65 63 74 0a 0a 20 20 | nd.return.a.dict-like.object.... |
| 2760 | 20 20 61 64 6a 6c 69 73 74 5f 6f 75 74 65 72 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 20 3a 20 66 | ..adjlist_outer_dict_factory.:.f |
| 2780 | 75 6e 63 74 69 6f 6e 2c 20 28 64 65 66 61 75 6c 74 3a 20 64 69 63 74 29 0a 20 20 20 20 20 20 20 | unction,.(default:.dict)........ |
| 27a0 | 20 46 61 63 74 6f 72 79 20 66 75 6e 63 74 69 6f 6e 20 74 6f 20 62 65 20 75 73 65 64 20 74 6f 20 | .Factory.function.to.be.used.to. |
| 27c0 | 63 72 65 61 74 65 20 74 68 65 20 6f 75 74 65 72 2d 6d 6f 73 74 20 64 69 63 74 0a 20 20 20 20 20 | create.the.outer-most.dict...... |
| 27e0 | 20 20 20 69 6e 20 74 68 65 20 64 61 74 61 20 73 74 72 75 63 74 75 72 65 20 74 68 61 74 20 68 6f | ...in.the.data.structure.that.ho |
| 2800 | 6c 64 73 20 61 64 6a 61 63 65 6e 63 79 20 69 6e 66 6f 20 6b 65 79 65 64 20 62 79 20 6e 6f 64 65 | lds.adjacency.info.keyed.by.node |
| 2820 | 2e 0a 20 20 20 20 20 20 20 20 49 74 20 73 68 6f 75 6c 64 20 72 65 71 75 69 72 65 20 6e 6f 20 61 | ..........It.should.require.no.a |
| 2840 | 72 67 75 6d 65 6e 74 73 20 61 6e 64 20 72 65 74 75 72 6e 20 61 20 64 69 63 74 2d 6c 69 6b 65 20 | rguments.and.return.a.dict-like. |
| 2860 | 6f 62 6a 65 63 74 2e 0a 0a 20 20 20 20 61 64 6a 6c 69 73 74 5f 69 6e 6e 65 72 5f 64 69 63 74 5f | object.......adjlist_inner_dict_ |
| 2880 | 66 61 63 74 6f 72 79 20 3a 20 66 75 6e 63 74 69 6f 6e 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 | factory.:.function,.optional.(de |
| 28a0 | 66 61 75 6c 74 3a 20 64 69 63 74 29 0a 20 20 20 20 20 20 20 20 46 61 63 74 6f 72 79 20 66 75 6e | fault:.dict).........Factory.fun |
| 28c0 | 63 74 69 6f 6e 20 74 6f 20 62 65 20 75 73 65 64 20 74 6f 20 63 72 65 61 74 65 20 74 68 65 20 61 | ction.to.be.used.to.create.the.a |
| 28e0 | 64 6a 61 63 65 6e 63 79 20 6c 69 73 74 0a 20 20 20 20 20 20 20 20 64 69 63 74 20 77 68 69 63 68 | djacency.list.........dict.which |
| 2900 | 20 68 6f 6c 64 73 20 65 64 67 65 20 64 61 74 61 20 6b 65 79 65 64 20 62 79 20 6e 65 69 67 68 62 | .holds.edge.data.keyed.by.neighb |
| 2920 | 6f 72 2e 0a 20 20 20 20 20 20 20 20 49 74 20 73 68 6f 75 6c 64 20 72 65 71 75 69 72 65 20 6e 6f | or..........It.should.require.no |
| 2940 | 20 61 72 67 75 6d 65 6e 74 73 20 61 6e 64 20 72 65 74 75 72 6e 20 61 20 64 69 63 74 2d 6c 69 6b | .arguments.and.return.a.dict-lik |
| 2960 | 65 20 6f 62 6a 65 63 74 0a 0a 20 20 20 20 65 64 67 65 5f 61 74 74 72 5f 64 69 63 74 5f 66 61 63 | e.object......edge_attr_dict_fac |
| 2980 | 74 6f 72 79 20 3a 20 66 75 6e 63 74 69 6f 6e 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 | tory.:.function,.optional.(defau |
| 29a0 | 6c 74 3a 20 64 69 63 74 29 0a 20 20 20 20 20 20 20 20 46 61 63 74 6f 72 79 20 66 75 6e 63 74 69 | lt:.dict).........Factory.functi |
| 29c0 | 6f 6e 20 74 6f 20 62 65 20 75 73 65 64 20 74 6f 20 63 72 65 61 74 65 20 74 68 65 20 65 64 67 65 | on.to.be.used.to.create.the.edge |
| 29e0 | 20 61 74 74 72 69 62 75 74 65 0a 20 20 20 20 20 20 20 20 64 69 63 74 20 77 68 69 63 68 20 68 6f | .attribute.........dict.which.ho |
| 2a00 | 6c 64 73 20 61 74 74 72 69 62 75 74 65 20 76 61 6c 75 65 73 20 6b 65 79 65 64 20 62 79 20 61 74 | lds.attribute.values.keyed.by.at |
| 2a20 | 74 72 69 62 75 74 65 20 6e 61 6d 65 2e 0a 20 20 20 20 20 20 20 20 49 74 20 73 68 6f 75 6c 64 20 | tribute.name..........It.should. |
| 2a40 | 72 65 71 75 69 72 65 20 6e 6f 20 61 72 67 75 6d 65 6e 74 73 20 61 6e 64 20 72 65 74 75 72 6e 20 | require.no.arguments.and.return. |
| 2a60 | 61 20 64 69 63 74 2d 6c 69 6b 65 20 6f 62 6a 65 63 74 2e 0a 0a 20 20 20 20 67 72 61 70 68 5f 61 | a.dict-like.object.......graph_a |
| 2a80 | 74 74 72 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 20 3a 20 66 75 6e 63 74 69 6f 6e 2c 20 28 64 65 | ttr_dict_factory.:.function,.(de |
| 2aa0 | 66 61 75 6c 74 3a 20 64 69 63 74 29 0a 20 20 20 20 20 20 20 20 46 61 63 74 6f 72 79 20 66 75 6e | fault:.dict).........Factory.fun |
| 2ac0 | 63 74 69 6f 6e 20 74 6f 20 62 65 20 75 73 65 64 20 74 6f 20 63 72 65 61 74 65 20 74 68 65 20 67 | ction.to.be.used.to.create.the.g |
| 2ae0 | 72 61 70 68 20 61 74 74 72 69 62 75 74 65 0a 20 20 20 20 20 20 20 20 64 69 63 74 20 77 68 69 63 | raph.attribute.........dict.whic |
| 2b00 | 68 20 68 6f 6c 64 73 20 61 74 74 72 69 62 75 74 65 20 76 61 6c 75 65 73 20 6b 65 79 65 64 20 62 | h.holds.attribute.values.keyed.b |
| 2b20 | 79 20 61 74 74 72 69 62 75 74 65 20 6e 61 6d 65 2e 0a 20 20 20 20 20 20 20 20 49 74 20 73 68 6f | y.attribute.name..........It.sho |
| 2b40 | 75 6c 64 20 72 65 71 75 69 72 65 20 6e 6f 20 61 72 67 75 6d 65 6e 74 73 20 61 6e 64 20 72 65 74 | uld.require.no.arguments.and.ret |
| 2b60 | 75 72 6e 20 61 20 64 69 63 74 2d 6c 69 6b 65 20 6f 62 6a 65 63 74 2e 0a 0a 20 20 20 20 54 79 70 | urn.a.dict-like.object.......Typ |
| 2b80 | 69 63 61 6c 6c 79 2c 20 69 66 20 79 6f 75 72 20 65 78 74 65 6e 73 69 6f 6e 20 64 6f 65 73 6e 27 | ically,.if.your.extension.doesn' |
| 2ba0 | 74 20 69 6d 70 61 63 74 20 74 68 65 20 64 61 74 61 20 73 74 72 75 63 74 75 72 65 20 61 6c 6c 0a | t.impact.the.data.structure.all. |
| 2bc0 | 20 20 20 20 6d 65 74 68 6f 64 73 20 77 69 6c 6c 20 69 6e 68 65 72 69 74 65 64 20 77 69 74 68 6f | ....methods.will.inherited.witho |
| 2be0 | 75 74 20 69 73 73 75 65 20 65 78 63 65 70 74 3a 20 60 74 6f 5f 64 69 72 65 63 74 65 64 2f 74 6f | ut.issue.except:.`to_directed/to |
| 2c00 | 5f 75 6e 64 69 72 65 63 74 65 64 60 2e 0a 20 20 20 20 42 79 20 64 65 66 61 75 6c 74 20 74 68 65 | _undirected`......By.default.the |
| 2c20 | 73 65 20 6d 65 74 68 6f 64 73 20 63 72 65 61 74 65 20 61 20 44 69 47 72 61 70 68 2f 47 72 61 70 | se.methods.create.a.DiGraph/Grap |
| 2c40 | 68 20 63 6c 61 73 73 20 61 6e 64 20 79 6f 75 20 70 72 6f 62 61 62 6c 79 0a 20 20 20 20 77 61 6e | h.class.and.you.probably.....wan |
| 2c60 | 74 20 74 68 65 6d 20 74 6f 20 63 72 65 61 74 65 20 79 6f 75 72 20 65 78 74 65 6e 73 69 6f 6e 20 | t.them.to.create.your.extension. |
| 2c80 | 6f 66 20 61 20 44 69 47 72 61 70 68 2f 47 72 61 70 68 2e 20 54 6f 20 66 61 63 69 6c 69 74 61 74 | of.a.DiGraph/Graph..To.facilitat |
| 2ca0 | 65 0a 20 20 20 20 74 68 69 73 20 77 65 20 64 65 66 69 6e 65 20 74 77 6f 20 63 6c 61 73 73 20 76 | e.....this.we.define.two.class.v |
| 2cc0 | 61 72 69 61 62 6c 65 73 20 74 68 61 74 20 79 6f 75 20 63 61 6e 20 73 65 74 20 69 6e 20 79 6f 75 | ariables.that.you.can.set.in.you |
| 2ce0 | 72 20 73 75 62 63 6c 61 73 73 2e 0a 0a 20 20 20 20 74 6f 5f 64 69 72 65 63 74 65 64 5f 63 6c 61 | r.subclass.......to_directed_cla |
| 2d00 | 73 73 20 3a 20 63 61 6c 6c 61 62 6c 65 2c 20 28 64 65 66 61 75 6c 74 3a 20 44 69 47 72 61 70 68 | ss.:.callable,.(default:.DiGraph |
| 2d20 | 20 6f 72 20 4d 75 6c 74 69 44 69 47 72 61 70 68 29 0a 20 20 20 20 20 20 20 20 43 6c 61 73 73 20 | .or.MultiDiGraph).........Class. |
| 2d40 | 74 6f 20 63 72 65 61 74 65 20 61 20 6e 65 77 20 67 72 61 70 68 20 73 74 72 75 63 74 75 72 65 20 | to.create.a.new.graph.structure. |
| 2d60 | 69 6e 20 74 68 65 20 60 74 6f 5f 64 69 72 65 63 74 65 64 60 20 6d 65 74 68 6f 64 2e 0a 20 20 20 | in.the.`to_directed`.method..... |
| 2d80 | 20 20 20 20 20 49 66 20 60 4e 6f 6e 65 60 2c 20 61 20 4e 65 74 77 6f 72 6b 58 20 63 6c 61 73 73 | .....If.`None`,.a.NetworkX.class |
| 2da0 | 20 28 44 69 47 72 61 70 68 20 6f 72 20 4d 75 6c 74 69 44 69 47 72 61 70 68 29 20 69 73 20 75 73 | .(DiGraph.or.MultiDiGraph).is.us |
| 2dc0 | 65 64 2e 0a 0a 20 20 20 20 74 6f 5f 75 6e 64 69 72 65 63 74 65 64 5f 63 6c 61 73 73 20 3a 20 63 | ed.......to_undirected_class.:.c |
| 2de0 | 61 6c 6c 61 62 6c 65 2c 20 28 64 65 66 61 75 6c 74 3a 20 47 72 61 70 68 20 6f 72 20 4d 75 6c 74 | allable,.(default:.Graph.or.Mult |
| 2e00 | 69 47 72 61 70 68 29 0a 20 20 20 20 20 20 20 20 43 6c 61 73 73 20 74 6f 20 63 72 65 61 74 65 20 | iGraph).........Class.to.create. |
| 2e20 | 61 20 6e 65 77 20 67 72 61 70 68 20 73 74 72 75 63 74 75 72 65 20 69 6e 20 74 68 65 20 60 74 6f | a.new.graph.structure.in.the.`to |
| 2e40 | 5f 75 6e 64 69 72 65 63 74 65 64 60 20 6d 65 74 68 6f 64 2e 0a 20 20 20 20 20 20 20 20 49 66 20 | _undirected`.method..........If. |
| 2e60 | 60 4e 6f 6e 65 60 2c 20 61 20 4e 65 74 77 6f 72 6b 58 20 63 6c 61 73 73 20 28 47 72 61 70 68 20 | `None`,.a.NetworkX.class.(Graph. |
| 2e80 | 6f 72 20 4d 75 6c 74 69 47 72 61 70 68 29 20 69 73 20 75 73 65 64 2e 0a 0a 20 20 20 20 2a 2a 53 | or.MultiGraph).is.used.......**S |
| 2ea0 | 75 62 63 6c 61 73 73 69 6e 67 20 45 78 61 6d 70 6c 65 2a 2a 0a 0a 20 20 20 20 43 72 65 61 74 65 | ubclassing.Example**......Create |
| 2ec0 | 20 61 20 6c 6f 77 20 6d 65 6d 6f 72 79 20 67 72 61 70 68 20 63 6c 61 73 73 20 74 68 61 74 20 65 | .a.low.memory.graph.class.that.e |
| 2ee0 | 66 66 65 63 74 69 76 65 6c 79 20 64 69 73 61 6c 6c 6f 77 73 20 65 64 67 65 0a 20 20 20 20 61 74 | ffectively.disallows.edge.....at |
| 2f00 | 74 72 69 62 75 74 65 73 20 62 79 20 75 73 69 6e 67 20 61 20 73 69 6e 67 6c 65 20 61 74 74 72 69 | tributes.by.using.a.single.attri |
| 2f20 | 62 75 74 65 20 64 69 63 74 20 66 6f 72 20 61 6c 6c 20 65 64 67 65 73 2e 0a 20 20 20 20 54 68 69 | bute.dict.for.all.edges......Thi |
| 2f40 | 73 20 72 65 64 75 63 65 73 20 74 68 65 20 6d 65 6d 6f 72 79 20 75 73 65 64 2c 20 62 75 74 20 79 | s.reduces.the.memory.used,.but.y |
| 2f60 | 6f 75 20 6c 6f 73 65 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 73 2e 0a 0a 20 20 20 20 3e 3e | ou.lose.edge.attributes.......>> |
| 2f80 | 3e 20 63 6c 61 73 73 20 54 68 69 6e 47 72 61 70 68 28 6e 78 2e 47 72 61 70 68 29 3a 0a 20 20 20 | >.class.ThinGraph(nx.Graph):.... |
| 2fa0 | 20 2e 2e 2e 20 20 20 20 20 61 6c 6c 5f 65 64 67 65 5f 64 69 63 74 20 3d 20 7b 22 77 65 69 67 68 | .........all_edge_dict.=.{"weigh |
| 2fc0 | 74 22 3a 20 31 7d 0a 20 20 20 20 2e 2e 2e 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 64 65 66 20 73 | t":.1}.....................def.s |
| 2fe0 | 69 6e 67 6c 65 5f 65 64 67 65 5f 64 69 63 74 28 73 65 6c 66 29 3a 0a 20 20 20 20 2e 2e 2e 20 20 | ingle_edge_dict(self):.......... |
| 3000 | 20 20 20 20 20 20 20 72 65 74 75 72 6e 20 73 65 6c 66 2e 61 6c 6c 5f 65 64 67 65 5f 64 69 63 74 | .......return.self.all_edge_dict |
| 3020 | 0a 20 20 20 20 2e 2e 2e 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 65 64 67 65 5f 61 74 74 72 5f 64 | .....................edge_attr_d |
| 3040 | 69 63 74 5f 66 61 63 74 6f 72 79 20 3d 20 73 69 6e 67 6c 65 5f 65 64 67 65 5f 64 69 63 74 0a 20 | ict_factory.=.single_edge_dict.. |
| 3060 | 20 20 20 3e 3e 3e 20 47 20 3d 20 54 68 69 6e 47 72 61 70 68 28 29 0a 20 20 20 20 3e 3e 3e 20 47 | ...>>>.G.=.ThinGraph().....>>>.G |
| 3080 | 2e 61 64 64 5f 65 64 67 65 28 32 2c 20 31 29 0a 20 20 20 20 3e 3e 3e 20 47 5b 32 5d 5b 31 5d 0a | .add_edge(2,.1).....>>>.G[2][1]. |
| 30a0 | 20 20 20 20 7b 27 77 65 69 67 68 74 27 3a 20 31 7d 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f | ....{'weight':.1}.....>>>.G.add_ |
| 30c0 | 65 64 67 65 28 32 2c 20 32 29 0a 20 20 20 20 3e 3e 3e 20 47 5b 32 5d 5b 31 5d 20 69 73 20 47 5b | edge(2,.2).....>>>.G[2][1].is.G[ |
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| 3100 | 00 04 00 00 00 0b 00 00 00 f3 22 01 00 00 97 00 7c 00 6a 01 00 00 00 00 00 00 00 00 00 00 00 00 | ..........".....|.j............. |
| 3120 | 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 5f 01 00 00 00 00 00 00 00 00 7c 00 6a 05 00 00 | ..............|._.........|.j... |
| 3140 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 5f 03 00 00 00 00 | ........................|._..... |
| 3160 | 00 00 00 00 7c 00 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 | ....|.j......................... |
| 3180 | 00 00 7c 00 5f 05 00 00 00 00 00 00 00 00 7c 00 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..|._.........|.j............... |
| 31a0 | 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 5f 06 00 00 00 00 00 00 00 00 69 00 7c 00 5f 07 00 00 | ............|._.........i.|._... |
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| 31e0 | 00 00 00 00 00 00 00 00 7c 01 7c 00 ac 02 ab 02 00 00 00 00 00 00 01 00 7c 00 6a 02 00 00 00 00 | ........|.|.............|.j..... |
| 3200 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..............j................. |
| 3220 | 00 00 7c 02 ab 01 00 00 00 00 00 00 01 00 79 01 29 03 61 3c 04 00 00 49 6e 69 74 69 61 6c 69 7a | ..|...........y.).a<...Initializ |
| 3240 | 65 20 61 20 67 72 61 70 68 20 77 69 74 68 20 65 64 67 65 73 2c 20 6e 61 6d 65 2c 20 6f 72 20 67 | e.a.graph.with.edges,.name,.or.g |
| 3260 | 72 61 70 68 20 61 74 74 72 69 62 75 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 | raph.attributes...........Parame |
| 3280 | 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 | ters.........----------......... |
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| 32c0 | 68 20 28 6f 70 74 69 6f 6e 61 6c 2c 20 64 65 66 61 75 6c 74 3a 20 4e 6f 6e 65 29 0a 20 20 20 20 | h.(optional,.default:.None)..... |
| 32e0 | 20 20 20 20 20 20 20 20 44 61 74 61 20 74 6f 20 69 6e 69 74 69 61 6c 69 7a 65 20 67 72 61 70 68 | ........Data.to.initialize.graph |
| 3300 | 2e 20 20 49 66 20 4e 6f 6e 65 20 28 64 65 66 61 75 6c 74 29 20 61 6e 20 65 6d 70 74 79 0a 20 20 | ...If.None.(default).an.empty... |
| 3320 | 20 20 20 20 20 20 20 20 20 20 67 72 61 70 68 20 69 73 20 63 72 65 61 74 65 64 2e 20 20 54 68 65 | ..........graph.is.created...The |
| 3340 | 20 64 61 74 61 20 63 61 6e 20 62 65 20 61 6e 20 65 64 67 65 20 6c 69 73 74 2c 20 6f 72 20 61 6e | .data.can.be.an.edge.list,.or.an |
| 3360 | 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 6f 62 6a | y.............NetworkX.graph.obj |
| 3380 | 65 63 74 2e 20 20 49 66 20 74 68 65 20 63 6f 72 72 65 73 70 6f 6e 64 69 6e 67 20 6f 70 74 69 6f | ect...If.the.corresponding.optio |
| 33a0 | 6e 61 6c 20 50 79 74 68 6f 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 61 63 6b 61 67 65 73 20 | nal.Python.............packages. |
| 33c0 | 61 72 65 20 69 6e 73 74 61 6c 6c 65 64 20 74 68 65 20 64 61 74 61 20 63 61 6e 20 61 6c 73 6f 20 | are.installed.the.data.can.also. |
| 33e0 | 62 65 20 61 20 32 44 20 4e 75 6d 50 79 20 61 72 72 61 79 2c 20 61 0a 20 20 20 20 20 20 20 20 20 | be.a.2D.NumPy.array,.a.......... |
| 3400 | 20 20 20 53 63 69 50 79 20 73 70 61 72 73 65 20 61 72 72 61 79 2c 20 6f 72 20 61 20 50 79 47 72 | ...SciPy.sparse.array,.or.a.PyGr |
| 3420 | 61 70 68 76 69 7a 20 67 72 61 70 68 2e 0a 0a 20 20 20 20 20 20 20 20 61 74 74 72 20 3a 20 6b 65 | aphviz.graph...........attr.:.ke |
| 3440 | 79 77 6f 72 64 20 61 72 67 75 6d 65 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 | yword.arguments,.optional.(defau |
| 3460 | 6c 74 3d 20 6e 6f 20 61 74 74 72 69 62 75 74 65 73 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 | lt=.no.attributes).............A |
| 3480 | 74 74 72 69 62 75 74 65 73 20 74 6f 20 61 64 64 20 74 6f 20 67 72 61 70 68 20 61 73 20 6b 65 79 | ttributes.to.add.to.graph.as.key |
| 34a0 | 3d 76 61 6c 75 65 20 70 61 69 72 73 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a | =value.pairs...........See.Also. |
| 34c0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 63 6f 6e 76 65 72 74 | ........--------.........convert |
| 34e0 | 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ..........Examples.........----- |
| 3500 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 47 72 61 70 68 28 29 20 20 | ---.........>>>.G.=.nx.Graph().. |
| 3520 | 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 44 | #.or.DiGraph,.MultiGraph,.MultiD |
| 3540 | 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 47 | iGraph,.etc.........>>>.G.=.nx.G |
| 3560 | 72 61 70 68 28 6e 61 6d 65 3d 22 6d 79 20 67 72 61 70 68 22 29 0a 20 20 20 20 20 20 20 20 3e 3e | raph(name="my.graph").........>> |
| 3580 | 3e 20 65 20 3d 20 5b 28 31 2c 20 32 29 2c 20 28 32 2c 20 33 29 2c 20 28 33 2c 20 34 29 5d 20 20 | >.e.=.[(1,.2),.(2,.3),.(3,.4)].. |
| 35a0 | 23 20 6c 69 73 74 20 6f 66 20 65 64 67 65 73 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 | #.list.of.edges.........>>>.G.=. |
| 35c0 | 6e 78 2e 47 72 61 70 68 28 65 29 0a 0a 20 20 20 20 20 20 20 20 41 72 62 69 74 72 61 72 79 20 67 | nx.Graph(e)..........Arbitrary.g |
| 35e0 | 72 61 70 68 20 61 74 74 72 69 62 75 74 65 20 70 61 69 72 73 20 28 6b 65 79 3d 76 61 6c 75 65 29 | raph.attribute.pairs.(key=value) |
| 3600 | 20 6d 61 79 20 62 65 20 61 73 73 69 67 6e 65 64 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 | .may.be.assigned..........>>>.G. |
| 3620 | 3d 20 6e 78 2e 47 72 61 70 68 28 65 2c 20 64 61 79 3d 22 46 72 69 64 61 79 22 29 0a 20 20 20 20 | =.nx.Graph(e,.day="Friday")..... |
| 3640 | 20 20 20 20 3e 3e 3e 20 47 2e 67 72 61 70 68 0a 20 20 20 20 20 20 20 20 7b 27 64 61 79 27 3a 20 | ....>>>.G.graph.........{'day':. |
| 3660 | 27 46 72 69 64 61 79 27 7d 0a 0a 20 20 20 20 20 20 20 20 4e 29 01 da 0c 63 72 65 61 74 65 5f 75 | 'Friday'}..........N)...create_u |
| 3680 | 73 69 6e 67 29 0b da 17 67 72 61 70 68 5f 61 74 74 72 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 da | sing)...graph_attr_dict_factory. |
| 36a0 | 05 67 72 61 70 68 da 11 6e 6f 64 65 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 da 05 5f 6e 6f 64 65 | .graph..node_dict_factory.._node |
| 36c0 | da 1a 61 64 6a 6c 69 73 74 5f 6f 75 74 65 72 5f 64 69 63 74 5f 66 61 63 74 6f 72 79 72 13 00 00 | ..adjlist_outer_dict_factoryr... |
| 36e0 | 00 72 31 00 00 00 da 12 5f 5f 6e 65 74 77 6f 72 6b 78 5f 63 61 63 68 65 5f 5f 72 06 00 00 00 da | .r1.....__networkx_cache__r..... |
| 3700 | 11 74 6f 5f 6e 65 74 77 6f 72 6b 78 5f 67 72 61 70 68 da 06 75 70 64 61 74 65 29 03 72 1f 00 00 | .to_networkx_graph..update).r... |
| 3720 | 00 da 13 69 6e 63 6f 6d 69 6e 67 5f 67 72 61 70 68 5f 64 61 74 61 da 04 61 74 74 72 73 03 00 00 | ...incoming_graph_data..attrs... |
| 3740 | 00 20 20 20 72 25 00 00 00 da 08 5f 5f 69 6e 69 74 5f 5f 7a 10 44 69 47 72 61 70 68 2e 5f 5f 69 | ....r%.....__init__z.DiGraph.__i |
| 3760 | 6e 69 74 5f 5f 4e 01 00 00 73 7a 00 00 00 80 00 f0 42 01 00 16 1a d7 15 31 d1 15 31 d3 15 33 88 | nit__N...sz......B......1..1..3. |
| 3780 | 04 8c 0a d8 15 19 d7 15 2b d1 15 2b d3 15 2d 88 04 8c 0a f0 08 00 15 19 d7 14 33 d1 14 33 d3 14 | ........+..+..-...........3..3.. |
| 37a0 | 35 88 04 8c 09 d8 15 19 d7 15 34 d1 15 34 d3 15 36 88 04 8c 0a f0 06 00 23 25 88 04 d4 08 1f e0 | 5.........4..4..6.......#%...... |
| 37c0 | 0b 1e d0 0b 2a dc 0c 13 d7 0c 25 d1 0c 25 d0 26 39 c8 04 d5 0c 4d e0 08 0c 8f 0a 89 0a d7 08 19 | ....*.....%..%.&9....M.......... |
| 37e0 | d1 08 19 98 24 d5 08 1f 72 27 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 03 00 | ....$...r'...c.................. |
| 3800 | 00 00 f3 2c 00 00 00 97 00 74 01 00 00 00 00 00 00 00 00 7c 00 6a 02 00 00 00 00 00 00 00 00 00 | ...,.....t.........|.j.......... |
| 3820 | 00 00 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 53 00 29 01 61 a9 02 00 00 47 72 61 70 68 20 | .................S.).a....Graph. |
| 3840 | 61 64 6a 61 63 65 6e 63 79 20 6f 62 6a 65 63 74 20 68 6f 6c 64 69 6e 67 20 74 68 65 20 6e 65 69 | adjacency.object.holding.the.nei |
| 3860 | 67 68 62 6f 72 73 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 | ghbors.of.each.node...........Th |
| 3880 | 69 73 20 6f 62 6a 65 63 74 20 69 73 20 61 20 72 65 61 64 2d 6f 6e 6c 79 20 64 69 63 74 2d 6c 69 | is.object.is.a.read-only.dict-li |
| 38a0 | 6b 65 20 73 74 72 75 63 74 75 72 65 20 77 69 74 68 20 6e 6f 64 65 20 6b 65 79 73 0a 20 20 20 20 | ke.structure.with.node.keys..... |
| 38c0 | 20 20 20 20 61 6e 64 20 6e 65 69 67 68 62 6f 72 2d 64 69 63 74 20 76 61 6c 75 65 73 2e 20 20 54 | ....and.neighbor-dict.values...T |
| 38e0 | 68 65 20 6e 65 69 67 68 62 6f 72 2d 64 69 63 74 20 69 73 20 6b 65 79 65 64 20 62 79 20 6e 65 69 | he.neighbor-dict.is.keyed.by.nei |
| 3900 | 67 68 62 6f 72 0a 20 20 20 20 20 20 20 20 74 6f 20 74 68 65 20 65 64 67 65 2d 64 61 74 61 2d 64 | ghbor.........to.the.edge-data-d |
| 3920 | 69 63 74 2e 20 20 53 6f 20 60 47 2e 61 64 6a 5b 33 5d 5b 32 5d 5b 27 63 6f 6c 6f 72 27 5d 20 3d | ict...So.`G.adj[3][2]['color'].= |
| 3940 | 20 27 62 6c 75 65 27 60 20 73 65 74 73 0a 20 20 20 20 20 20 20 20 74 68 65 20 63 6f 6c 6f 72 20 | .'blue'`.sets.........the.color. |
| 3960 | 6f 66 20 74 68 65 20 65 64 67 65 20 60 28 33 2c 20 32 29 60 20 74 6f 20 60 22 62 6c 75 65 22 60 | of.the.edge.`(3,.2)`.to.`"blue"` |
| 3980 | 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 65 72 61 74 69 6e 67 20 6f 76 65 72 20 47 2e 61 64 6a 20 | ...........Iterating.over.G.adj. |
| 39a0 | 62 65 68 61 76 65 73 20 6c 69 6b 65 20 61 20 64 69 63 74 2e 20 55 73 65 66 75 6c 20 69 64 69 6f | behaves.like.a.dict..Useful.idio |
| 39c0 | 6d 73 20 69 6e 63 6c 75 64 65 0a 20 20 20 20 20 20 20 20 60 66 6f 72 20 6e 62 72 2c 20 64 61 74 | ms.include.........`for.nbr,.dat |
| 39e0 | 61 64 69 63 74 20 69 6e 20 47 2e 61 64 6a 5b 6e 5d 2e 69 74 65 6d 73 28 29 3a 60 2e 0a 0a 20 20 | adict.in.G.adj[n].items():`..... |
| 3a00 | 20 20 20 20 20 20 54 68 65 20 6e 65 69 67 68 62 6f 72 20 69 6e 66 6f 72 6d 61 74 69 6f 6e 20 69 | ......The.neighbor.information.i |
| 3a20 | 73 20 61 6c 73 6f 20 70 72 6f 76 69 64 65 64 20 62 79 20 73 75 62 73 63 72 69 70 74 69 6e 67 20 | s.also.provided.by.subscripting. |
| 3a40 | 74 68 65 20 67 72 61 70 68 2e 0a 20 20 20 20 20 20 20 20 53 6f 20 60 66 6f 72 20 6e 62 72 2c 20 | the.graph..........So.`for.nbr,. |
| 3a60 | 66 6f 6f 76 61 6c 75 65 20 69 6e 20 47 5b 6e 6f 64 65 5d 2e 64 61 74 61 28 27 66 6f 6f 27 2c 20 | foovalue.in.G[node].data('foo',. |
| 3a80 | 64 65 66 61 75 6c 74 3d 31 29 3a 60 20 77 6f 72 6b 73 2e 0a 0a 20 20 20 20 20 20 20 20 46 6f 72 | default=1):`.works...........For |
| 3aa0 | 20 64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 2c 20 60 47 2e 61 64 6a 60 20 68 6f 6c 64 73 20 | .directed.graphs,.`G.adj`.holds. |
| 3ac0 | 6f 75 74 67 6f 69 6e 67 20 28 73 75 63 63 65 73 73 6f 72 29 20 69 6e 66 6f 2e 0a 20 20 20 20 20 | outgoing.(successor).info....... |
| 3ae0 | 20 20 20 a9 02 72 07 00 00 00 72 14 00 00 00 a9 01 72 1f 00 00 00 73 01 00 00 00 20 72 25 00 00 | .....r....r......r....s.....r%.. |
| 3b00 | 00 72 15 00 00 00 7a 0b 44 69 47 72 61 70 68 2e 61 64 6a 7f 01 00 00 73 13 00 00 00 80 00 f4 22 | .r....z.DiGraph.adj....s......." |
| 3b20 | 00 10 1d 98 54 9f 5a 99 5a d3 0f 28 d0 08 28 72 27 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 | ....T.Z.Z..(..(r'...c........... |
| 3b40 | 00 03 00 00 00 03 00 00 00 f3 2c 00 00 00 97 00 74 01 00 00 00 00 00 00 00 00 7c 00 6a 02 00 00 | ..........,.....t.........|.j... |
| 3b60 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 53 00 29 01 61 5f 03 00 | ........................S.).a_.. |
| 3b80 | 00 47 72 61 70 68 20 61 64 6a 61 63 65 6e 63 79 20 6f 62 6a 65 63 74 20 68 6f 6c 64 69 6e 67 20 | .Graph.adjacency.object.holding. |
| 3ba0 | 74 68 65 20 73 75 63 63 65 73 73 6f 72 73 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 2e 0a 0a 20 20 | the.successors.of.each.node..... |
| 3bc0 | 20 20 20 20 20 20 54 68 69 73 20 6f 62 6a 65 63 74 20 69 73 20 61 20 72 65 61 64 2d 6f 6e 6c 79 | ......This.object.is.a.read-only |
| 3be0 | 20 64 69 63 74 2d 6c 69 6b 65 20 73 74 72 75 63 74 75 72 65 20 77 69 74 68 20 6e 6f 64 65 20 6b | .dict-like.structure.with.node.k |
| 3c00 | 65 79 73 0a 20 20 20 20 20 20 20 20 61 6e 64 20 6e 65 69 67 68 62 6f 72 2d 64 69 63 74 20 76 61 | eys.........and.neighbor-dict.va |
| 3c20 | 6c 75 65 73 2e 20 20 54 68 65 20 6e 65 69 67 68 62 6f 72 2d 64 69 63 74 20 69 73 20 6b 65 79 65 | lues...The.neighbor-dict.is.keye |
| 3c40 | 64 20 62 79 20 6e 65 69 67 68 62 6f 72 0a 20 20 20 20 20 20 20 20 74 6f 20 74 68 65 20 65 64 67 | d.by.neighbor.........to.the.edg |
| 3c60 | 65 2d 64 61 74 61 2d 64 69 63 74 2e 20 20 53 6f 20 60 47 2e 73 75 63 63 5b 33 5d 5b 32 5d 5b 27 | e-data-dict...So.`G.succ[3][2][' |
| 3c80 | 63 6f 6c 6f 72 27 5d 20 3d 20 27 62 6c 75 65 27 60 20 73 65 74 73 0a 20 20 20 20 20 20 20 20 74 | color'].=.'blue'`.sets.........t |
| 3ca0 | 68 65 20 63 6f 6c 6f 72 20 6f 66 20 74 68 65 20 65 64 67 65 20 60 28 33 2c 20 32 29 60 20 74 6f | he.color.of.the.edge.`(3,.2)`.to |
| 3cc0 | 20 60 22 62 6c 75 65 22 60 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 65 72 61 74 69 6e 67 20 6f 76 | .`"blue"`...........Iterating.ov |
| 3ce0 | 65 72 20 47 2e 73 75 63 63 20 62 65 68 61 76 65 73 20 6c 69 6b 65 20 61 20 64 69 63 74 2e 20 55 | er.G.succ.behaves.like.a.dict..U |
| 3d00 | 73 65 66 75 6c 20 69 64 69 6f 6d 73 20 69 6e 63 6c 75 64 65 0a 20 20 20 20 20 20 20 20 60 66 6f | seful.idioms.include.........`fo |
| 3d20 | 72 20 6e 62 72 2c 20 64 61 74 61 64 69 63 74 20 69 6e 20 47 2e 73 75 63 63 5b 6e 5d 2e 69 74 65 | r.nbr,.datadict.in.G.succ[n].ite |
| 3d40 | 6d 73 28 29 3a 60 2e 20 20 41 20 64 61 74 61 2d 76 69 65 77 20 6e 6f 74 20 70 72 6f 76 69 64 65 | ms():`...A.data-view.not.provide |
| 3d60 | 64 0a 20 20 20 20 20 20 20 20 62 79 20 64 69 63 74 73 20 61 6c 73 6f 20 65 78 69 73 74 73 3a 20 | d.........by.dicts.also.exists:. |
| 3d80 | 60 66 6f 72 20 6e 62 72 2c 20 66 6f 6f 76 61 6c 75 65 20 69 6e 20 47 2e 73 75 63 63 5b 6e 6f 64 | `for.nbr,.foovalue.in.G.succ[nod |
| 3da0 | 65 5d 2e 64 61 74 61 28 27 66 6f 6f 27 29 3a 60 0a 20 20 20 20 20 20 20 20 61 6e 64 20 61 20 64 | e].data('foo'):`.........and.a.d |
| 3dc0 | 65 66 61 75 6c 74 20 63 61 6e 20 62 65 20 73 65 74 20 76 69 61 20 61 20 60 64 65 66 61 75 6c 74 | efault.can.be.set.via.a.`default |
| 3de0 | 60 20 61 72 67 75 6d 65 6e 74 20 74 6f 20 74 68 65 20 60 64 61 74 61 60 20 6d 65 74 68 6f 64 2e | `.argument.to.the.`data`.method. |
| 3e00 | 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6e 65 69 67 68 62 6f 72 20 69 6e 66 6f 72 6d 61 74 69 | ..........The.neighbor.informati |
| 3e20 | 6f 6e 20 69 73 20 61 6c 73 6f 20 70 72 6f 76 69 64 65 64 20 62 79 20 73 75 62 73 63 72 69 70 74 | on.is.also.provided.by.subscript |
| 3e40 | 69 6e 67 20 74 68 65 20 67 72 61 70 68 2e 0a 20 20 20 20 20 20 20 20 53 6f 20 60 66 6f 72 20 6e | ing.the.graph..........So.`for.n |
| 3e60 | 62 72 2c 20 66 6f 6f 76 61 6c 75 65 20 69 6e 20 47 5b 6e 6f 64 65 5d 2e 64 61 74 61 28 27 66 6f | br,.foovalue.in.G[node].data('fo |
| 3e80 | 6f 27 2c 20 64 65 66 61 75 6c 74 3d 31 29 3a 60 20 77 6f 72 6b 73 2e 0a 0a 20 20 20 20 20 20 20 | o',.default=1):`.works.......... |
| 3ea0 | 20 46 6f 72 20 64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 2c 20 60 47 2e 61 64 6a 60 20 69 73 | .For.directed.graphs,.`G.adj`.is |
| 3ec0 | 20 69 64 65 6e 74 69 63 61 6c 20 74 6f 20 60 47 2e 73 75 63 63 60 2e 0a 20 20 20 20 20 20 20 20 | .identical.to.`G.succ`.......... |
| 3ee0 | 72 43 00 00 00 72 44 00 00 00 73 01 00 00 00 20 72 25 00 00 00 72 16 00 00 00 7a 0c 44 69 47 72 | rC...rD...s.....r%...r....z.DiGr |
| 3f00 | 61 70 68 2e 73 75 63 63 92 01 00 00 73 13 00 00 00 80 00 f4 26 00 10 1d 98 54 9f 5a 99 5a d3 0f | aph.succ....s.......&....T.Z.Z.. |
| 3f20 | 28 d0 08 28 72 27 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 03 00 00 00 f3 2c | (..(r'...c....................., |
| 3f40 | 00 00 00 97 00 74 01 00 00 00 00 00 00 00 00 7c 00 6a 02 00 00 00 00 00 00 00 00 00 00 00 00 00 | .....t.........|.j.............. |
| 3f60 | 00 00 00 00 00 ab 01 00 00 00 00 00 00 53 00 29 01 61 86 02 00 00 47 72 61 70 68 20 61 64 6a 61 | .............S.).a....Graph.adja |
| 3f80 | 63 65 6e 63 79 20 6f 62 6a 65 63 74 20 68 6f 6c 64 69 6e 67 20 74 68 65 20 70 72 65 64 65 63 65 | cency.object.holding.the.predece |
| 3fa0 | 73 73 6f 72 73 20 6f 66 20 65 61 63 68 20 6e 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 69 | ssors.of.each.node...........Thi |
| 3fc0 | 73 20 6f 62 6a 65 63 74 20 69 73 20 61 20 72 65 61 64 2d 6f 6e 6c 79 20 64 69 63 74 2d 6c 69 6b | s.object.is.a.read-only.dict-lik |
| 3fe0 | 65 20 73 74 72 75 63 74 75 72 65 20 77 69 74 68 20 6e 6f 64 65 20 6b 65 79 73 0a 20 20 20 20 20 | e.structure.with.node.keys...... |
| 4000 | 20 20 20 61 6e 64 20 6e 65 69 67 68 62 6f 72 2d 64 69 63 74 20 76 61 6c 75 65 73 2e 20 20 54 68 | ...and.neighbor-dict.values...Th |
| 4020 | 65 20 6e 65 69 67 68 62 6f 72 2d 64 69 63 74 20 69 73 20 6b 65 79 65 64 20 62 79 20 6e 65 69 67 | e.neighbor-dict.is.keyed.by.neig |
| 4040 | 68 62 6f 72 0a 20 20 20 20 20 20 20 20 74 6f 20 74 68 65 20 65 64 67 65 2d 64 61 74 61 2d 64 69 | hbor.........to.the.edge-data-di |
| 4060 | 63 74 2e 20 20 53 6f 20 60 47 2e 70 72 65 64 5b 32 5d 5b 33 5d 5b 27 63 6f 6c 6f 72 27 5d 20 3d | ct...So.`G.pred[2][3]['color'].= |
| 4080 | 20 27 62 6c 75 65 27 60 20 73 65 74 73 0a 20 20 20 20 20 20 20 20 74 68 65 20 63 6f 6c 6f 72 20 | .'blue'`.sets.........the.color. |
| 40a0 | 6f 66 20 74 68 65 20 65 64 67 65 20 60 28 33 2c 20 32 29 60 20 74 6f 20 60 22 62 6c 75 65 22 60 | of.the.edge.`(3,.2)`.to.`"blue"` |
| 40c0 | 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 65 72 61 74 69 6e 67 20 6f 76 65 72 20 47 2e 70 72 65 64 | ...........Iterating.over.G.pred |
| 40e0 | 20 62 65 68 61 76 65 73 20 6c 69 6b 65 20 61 20 64 69 63 74 2e 20 55 73 65 66 75 6c 20 69 64 69 | .behaves.like.a.dict..Useful.idi |
| 4100 | 6f 6d 73 20 69 6e 63 6c 75 64 65 0a 20 20 20 20 20 20 20 20 60 66 6f 72 20 6e 62 72 2c 20 64 61 | oms.include.........`for.nbr,.da |
| 4120 | 74 61 64 69 63 74 20 69 6e 20 47 2e 70 72 65 64 5b 6e 5d 2e 69 74 65 6d 73 28 29 3a 60 2e 20 20 | tadict.in.G.pred[n].items():`... |
| 4140 | 41 20 64 61 74 61 2d 76 69 65 77 20 6e 6f 74 20 70 72 6f 76 69 64 65 64 0a 20 20 20 20 20 20 20 | A.data-view.not.provided........ |
| 4160 | 20 62 79 20 64 69 63 74 73 20 61 6c 73 6f 20 65 78 69 73 74 73 3a 20 60 66 6f 72 20 6e 62 72 2c | .by.dicts.also.exists:.`for.nbr, |
| 4180 | 20 66 6f 6f 76 61 6c 75 65 20 69 6e 20 47 2e 70 72 65 64 5b 6e 6f 64 65 5d 2e 64 61 74 61 28 27 | .foovalue.in.G.pred[node].data(' |
| 41a0 | 66 6f 6f 27 29 3a 60 0a 20 20 20 20 20 20 20 20 41 20 64 65 66 61 75 6c 74 20 63 61 6e 20 62 65 | foo'):`.........A.default.can.be |
| 41c0 | 20 73 65 74 20 76 69 61 20 61 20 60 64 65 66 61 75 6c 74 60 20 61 72 67 75 6d 65 6e 74 20 74 6f | .set.via.a.`default`.argument.to |
| 41e0 | 20 74 68 65 20 60 64 61 74 61 60 20 6d 65 74 68 6f 64 2e 0a 20 20 20 20 20 20 20 20 29 02 72 07 | .the.`data`.method..........).r. |
| 4200 | 00 00 00 72 31 00 00 00 72 44 00 00 00 73 01 00 00 00 20 72 25 00 00 00 72 32 00 00 00 7a 0c 44 | ...r1...rD...s.....r%...r2...z.D |
| 4220 | 69 47 72 61 70 68 2e 70 72 65 64 a7 01 00 00 73 13 00 00 00 80 00 f4 1c 00 10 1d 98 54 9f 5a 99 | iGraph.pred....s............T.Z. |
| 4240 | 5a d3 0f 28 d0 08 28 72 27 00 00 00 63 02 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 0b 00 00 | Z..(..(r'...c................... |
| 4260 | 00 f3 76 01 00 00 97 00 7c 01 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..v.....|.|.j................... |
| 4280 | 76 01 72 78 7c 01 80 0b 74 03 00 00 00 00 00 00 00 00 64 02 ab 01 00 00 00 00 00 00 82 01 7c 00 | v.rx|...t.........d...........|. |
| 42a0 | 6a 05 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 7c 00 6a 00 | j...........................|.j. |
| 42c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 3c 00 00 00 7c 00 6a 05 00 00 00 00 | ..................|.<...|.j..... |
| 42e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 6a 06 00 00 00 00 00 00 | ......................|.j....... |
| 4300 | 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 3c 00 00 00 7c 00 6a 09 00 00 00 00 00 00 00 00 00 00 | ............|.<...|.j........... |
| 4320 | 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 78 01 7d 03 7c 00 6a 0a 00 00 00 00 00 00 00 00 | ................x.}.|.j......... |
| 4340 | 00 00 00 00 00 00 00 00 00 00 7c 01 3c 00 00 00 7c 03 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 | ..........|.<...|.j............. |
| 4360 | 00 00 00 00 00 00 7c 02 ab 01 00 00 00 00 00 00 01 00 6e 1e 7c 00 6a 0a 00 00 00 00 00 00 00 00 | ......|...........n.|.j......... |
| 4380 | 00 00 00 00 00 00 00 00 00 00 7c 01 19 00 00 00 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..........|.....j............... |
| 43a0 | 00 00 00 00 7c 02 ab 01 00 00 00 00 00 00 01 00 74 0f 00 00 00 00 00 00 00 00 6a 10 00 00 00 00 | ....|...........t.........j..... |
| 43c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 01 00 79 01 29 03 61 9c | ..............|...........y.).a. |
| 43e0 | 04 00 00 41 64 64 20 61 20 73 69 6e 67 6c 65 20 6e 6f 64 65 20 60 6e 6f 64 65 5f 66 6f 72 5f 61 | ...Add.a.single.node.`node_for_a |
| 4400 | 64 64 69 6e 67 60 20 61 6e 64 20 75 70 64 61 74 65 20 6e 6f 64 65 20 61 74 74 72 69 62 75 74 65 | dding`.and.update.node.attribute |
| 4420 | 73 2e 0a 0a 20 20 20 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 | s...........Parameters.........- |
| 4440 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 6f 64 65 5f 66 6f 72 5f 61 64 64 69 6e | ---------.........node_for_addin |
| 4460 | 67 20 3a 20 6e 6f 64 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 20 6e 6f 64 65 20 63 61 6e 20 | g.:.node.............A.node.can. |
| 4480 | 62 65 20 61 6e 79 20 68 61 73 68 61 62 6c 65 20 50 79 74 68 6f 6e 20 6f 62 6a 65 63 74 20 65 78 | be.any.hashable.Python.object.ex |
| 44a0 | 63 65 70 74 20 4e 6f 6e 65 2e 0a 20 20 20 20 20 20 20 20 61 74 74 72 20 3a 20 6b 65 79 77 6f 72 | cept.None..........attr.:.keywor |
| 44c0 | 64 20 61 72 67 75 6d 65 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 | d.arguments,.optional........... |
| 44e0 | 20 20 53 65 74 20 6f 72 20 63 68 61 6e 67 65 20 6e 6f 64 65 20 61 74 74 72 69 62 75 74 65 73 20 | ..Set.or.change.node.attributes. |
| 4500 | 75 73 69 6e 67 20 6b 65 79 3d 76 61 6c 75 65 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c | using.key=value...........See.Al |
| 4520 | 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 64 64 5f | so.........--------.........add_ |
| 4540 | 6e 6f 64 65 73 5f 66 72 6f 6d 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 | nodes_from..........Examples.... |
| 4560 | 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 | .....--------.........>>>.G.=.nx |
| 4580 | 2e 47 72 61 70 68 28 29 20 20 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 47 72 61 | .Graph()..#.or.DiGraph,.MultiGra |
| 45a0 | 70 68 2c 20 4d 75 6c 74 69 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 20 20 20 20 20 20 3e 3e | ph,.MultiDiGraph,.etc.........>> |
| 45c0 | 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 28 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 | >.G.add_node(1).........>>>.G.ad |
| 45e0 | 64 5f 6e 6f 64 65 28 22 48 65 6c 6c 6f 22 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 4b 33 20 3d | d_node("Hello").........>>>.K3.= |
| 4600 | 20 6e 78 2e 47 72 61 70 68 28 5b 28 30 2c 20 31 29 2c 20 28 31 2c 20 32 29 2c 20 28 32 2c 20 30 | .nx.Graph([(0,.1),.(1,.2),.(2,.0 |
| 4620 | 29 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 28 4b 33 29 0a 20 | )]).........>>>.G.add_node(K3).. |
| 4640 | 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 6e 75 6d 62 65 72 5f 6f 66 5f 6e 6f 64 65 73 28 29 0a 20 | .......>>>.G.number_of_nodes().. |
| 4660 | 20 20 20 20 20 20 20 33 0a 0a 20 20 20 20 20 20 20 20 55 73 65 20 6b 65 79 77 6f 72 64 73 20 73 | .......3..........Use.keywords.s |
| 4680 | 65 74 2f 63 68 61 6e 67 65 20 6e 6f 64 65 20 61 74 74 72 69 62 75 74 65 73 3a 0a 0a 20 20 20 20 | et/change.node.attributes:...... |
| 46a0 | 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 28 31 2c 20 73 69 7a 65 3d 31 30 29 0a 20 | ....>>>.G.add_node(1,.size=10).. |
| 46c0 | 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 28 33 2c 20 77 65 69 67 68 74 3d | .......>>>.G.add_node(3,.weight= |
| 46e0 | 30 2e 34 2c 20 55 54 4d 3d 28 22 31 33 53 22 2c 20 33 38 32 38 37 31 2c 20 33 39 37 32 36 34 39 | 0.4,.UTM=("13S",.382871,.3972649 |
| 4700 | 29 29 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 | ))..........Notes.........-----. |
| 4720 | 20 20 20 20 20 20 20 20 41 20 68 61 73 68 61 62 6c 65 20 6f 62 6a 65 63 74 20 69 73 20 6f 6e 65 | ........A.hashable.object.is.one |
| 4740 | 20 74 68 61 74 20 63 61 6e 20 62 65 20 75 73 65 64 20 61 73 20 61 20 6b 65 79 20 69 6e 20 61 20 | .that.can.be.used.as.a.key.in.a. |
| 4760 | 50 79 74 68 6f 6e 0a 20 20 20 20 20 20 20 20 64 69 63 74 69 6f 6e 61 72 79 2e 20 54 68 69 73 20 | Python.........dictionary..This. |
| 4780 | 69 6e 63 6c 75 64 65 73 20 73 74 72 69 6e 67 73 2c 20 6e 75 6d 62 65 72 73 2c 20 74 75 70 6c 65 | includes.strings,.numbers,.tuple |
| 47a0 | 73 20 6f 66 20 73 74 72 69 6e 67 73 0a 20 20 20 20 20 20 20 20 61 6e 64 20 6e 75 6d 62 65 72 73 | s.of.strings.........and.numbers |
| 47c0 | 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4f 6e 20 6d 61 6e 79 20 70 6c 61 74 66 6f 72 6d | ,.etc...........On.many.platform |
| 47e0 | 73 20 68 61 73 68 61 62 6c 65 20 69 74 65 6d 73 20 61 6c 73 6f 20 69 6e 63 6c 75 64 65 20 6d 75 | s.hashable.items.also.include.mu |
| 4800 | 74 61 62 6c 65 73 20 73 75 63 68 20 61 73 0a 20 20 20 20 20 20 20 20 4e 65 74 77 6f 72 6b 58 20 | tables.such.as.........NetworkX. |
| 4820 | 47 72 61 70 68 73 2c 20 74 68 6f 75 67 68 20 6f 6e 65 20 73 68 6f 75 6c 64 20 62 65 20 63 61 72 | Graphs,.though.one.should.be.car |
| 4840 | 65 66 75 6c 20 74 68 61 74 20 74 68 65 20 68 61 73 68 0a 20 20 20 20 20 20 20 20 64 6f 65 73 6e | eful.that.the.hash.........doesn |
| 4860 | 27 74 20 63 68 61 6e 67 65 20 6f 6e 20 6d 75 74 61 62 6c 65 73 2e 0a 20 20 20 20 20 20 20 20 4e | 't.change.on.mutables..........N |
| 4880 | fa 15 4e 6f 6e 65 20 63 61 6e 6e 6f 74 20 62 65 20 61 20 6e 6f 64 65 29 09 72 14 00 00 00 da 0a | ..None.cannot.be.a.node).r...... |
| 48a0 | 56 61 6c 75 65 45 72 72 6f 72 da 1a 61 64 6a 6c 69 73 74 5f 69 6e 6e 65 72 5f 64 69 63 74 5f 66 | ValueError..adjlist_inner_dict_f |
| 48c0 | 61 63 74 6f 72 79 72 31 00 00 00 da 16 6e 6f 64 65 5f 61 74 74 72 5f 64 69 63 74 5f 66 61 63 74 | actoryr1.....node_attr_dict_fact |
| 48e0 | 6f 72 79 72 3a 00 00 00 72 3e 00 00 00 da 02 6e 78 da 0c 5f 63 6c 65 61 72 5f 63 61 63 68 65 29 | oryr:...r>.....nx.._clear_cache) |
| 4900 | 04 72 1f 00 00 00 da 0f 6e 6f 64 65 5f 66 6f 72 5f 61 64 64 69 6e 67 72 40 00 00 00 da 09 61 74 | .r......node_for_addingr@.....at |
| 4920 | 74 72 5f 64 69 63 74 73 04 00 00 00 20 20 20 20 72 25 00 00 00 da 08 61 64 64 5f 6e 6f 64 65 7a | tr_dicts........r%.....add_nodez |
| 4940 | 10 44 69 47 72 61 70 68 2e 61 64 64 5f 6e 6f 64 65 b7 01 00 00 73 9e 00 00 00 80 00 f0 4e 01 00 | .DiGraph.add_node....s.......N.. |
| 4960 | 0c 1b a0 24 a7 2a a1 2a d1 0b 2c d8 0f 1e d0 0f 26 dc 16 20 d0 21 38 d3 16 39 d0 10 39 d8 2a 2e | ...$.*.*..,.....&....!8..9..9.*. |
| 4980 | d7 2a 49 d1 2a 49 d3 2a 4b 88 44 8f 4a 89 4a 90 7f d1 0c 27 d8 2a 2e d7 2a 49 d1 2a 49 d3 2a 4b | .*I.*I.*K.D.J.J....'.*..*I.*I.*K |
| 49a0 | 88 44 8f 4a 89 4a 90 7f d1 0c 27 d8 36 3a d7 36 51 d1 36 51 d3 36 53 d0 0c 53 88 49 98 04 9f 0a | .D.J.J....'.6:.6Q.6Q.6S..S.I.... |
| 49c0 | 99 0a a0 3f d1 18 33 d8 0c 15 d7 0c 1c d1 0c 1c 98 54 d5 0c 22 e0 0c 10 8f 4a 89 4a 90 7f d1 0c | ...?..3..........T.."....J.J.... |
| 49e0 | 27 d7 0c 2e d1 0c 2e a8 74 d4 0c 34 dc 08 0a 8f 0f 89 0f 98 04 d5 08 1d 72 27 00 00 00 63 02 00 | '.......t..4............r'...c.. |
| 4a00 | 00 00 00 00 00 00 00 00 00 00 05 00 00 00 0b 00 00 00 f3 ec 01 00 00 97 00 7c 01 44 00 5d 97 00 | .........................|.D.].. |
| 4a20 | 00 7d 03 09 00 7c 03 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 76 01 7d | .}...|.|.j...................v.} |
| 4a40 | 04 7c 02 7d 05 7c 04 72 64 7c 03 80 0b 74 09 00 00 00 00 00 00 00 00 64 02 ab 01 00 00 00 00 00 | .|.}.|.rd|...t.........d........ |
| 4a60 | 00 82 01 7c 00 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 | ...|.j.......................... |
| 4a80 | 00 7c 00 6a 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 03 3c 00 00 00 7c 00 6a | .|.j...................|.<...|.j |
| 4aa0 | 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 7c 00 6a 0e 00 | ...........................|.j.. |
| 4ac0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 03 3c 00 00 00 7c 00 6a 11 00 00 00 00 00 | .................|.<...|.j...... |
| 4ae0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 6a 00 00 00 00 00 00 00 00 | .....................|.j........ |
| 4b00 | 00 00 00 00 00 00 00 00 00 00 00 7c 03 3c 00 00 00 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 00 | ...........|.<...|.j............ |
| 4b20 | 00 00 00 00 00 00 00 7c 03 19 00 00 00 6a 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .......|.....j.................. |
| 4b40 | 00 7c 05 ab 01 00 00 00 00 00 00 01 00 8c 99 04 00 74 13 00 00 00 00 00 00 00 00 6a 14 00 00 00 | .|...............t.........j.... |
| 4b60 | 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 01 00 79 01 23 00 74 | ...............|...........y.#.t |
| 4b80 | 02 00 00 00 00 00 00 00 00 24 00 72 37 01 00 7c 03 5c 02 00 00 7d 03 7d 06 7c 03 7c 00 6a 00 00 | .........$.r7..|.\...}.}.|.|.j.. |
| 4ba0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 76 01 7d 04 7c 02 6a 05 00 00 00 00 00 00 00 | .................v.}.|.j........ |
| 4bc0 | 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7d 05 7c 05 6a 07 00 00 00 00 00 00 00 | ...................}.|.j........ |
| 4be0 | 00 00 00 00 00 00 00 00 00 00 00 7c 06 ab 01 00 00 00 00 00 00 01 00 59 00 8c db 77 00 78 03 59 | ...........|...........Y...w.x.Y |
| 4c00 | 00 77 01 29 03 61 af 08 00 00 41 64 64 20 6d 75 6c 74 69 70 6c 65 20 6e 6f 64 65 73 2e 0a 0a 20 | .w.).a....Add.multiple.nodes.... |
| 4c20 | 20 20 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 | .......Parameters.........------ |
| 4c40 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 6f 64 65 73 5f 66 6f 72 5f 61 64 64 69 6e 67 20 3a 20 | ----.........nodes_for_adding.:. |
| 4c60 | 69 74 65 72 61 62 6c 65 20 63 6f 6e 74 61 69 6e 65 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 | iterable.container.............A |
| 4c80 | 20 63 6f 6e 74 61 69 6e 65 72 20 6f 66 20 6e 6f 64 65 73 20 28 6c 69 73 74 2c 20 64 69 63 74 2c | .container.of.nodes.(list,.dict, |
| 4ca0 | 20 73 65 74 2c 20 65 74 63 2e 29 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 52 0a 20 20 20 20 | .set,.etc.)..............OR..... |
| 4cc0 | 20 20 20 20 20 20 20 20 41 20 63 6f 6e 74 61 69 6e 65 72 20 6f 66 20 28 6e 6f 64 65 2c 20 61 74 | ........A.container.of.(node,.at |
| 4ce0 | 74 72 69 62 75 74 65 20 64 69 63 74 29 20 74 75 70 6c 65 73 2e 0a 20 20 20 20 20 20 20 20 20 20 | tribute.dict).tuples............ |
| 4d00 | 20 20 4e 6f 64 65 20 61 74 74 72 69 62 75 74 65 73 20 61 72 65 20 75 70 64 61 74 65 64 20 75 73 | ..Node.attributes.are.updated.us |
| 4d20 | 69 6e 67 20 74 68 65 20 61 74 74 72 69 62 75 74 65 20 64 69 63 74 2e 0a 20 20 20 20 20 20 20 20 | ing.the.attribute.dict.......... |
| 4d40 | 61 74 74 72 20 3a 20 6b 65 79 77 6f 72 64 20 61 72 67 75 6d 65 6e 74 73 2c 20 6f 70 74 69 6f 6e | attr.:.keyword.arguments,.option |
| 4d60 | 61 6c 20 28 64 65 66 61 75 6c 74 3d 20 6e 6f 20 61 74 74 72 69 62 75 74 65 73 29 0a 20 20 20 20 | al.(default=.no.attributes)..... |
| 4d80 | 20 20 20 20 20 20 20 20 55 70 64 61 74 65 20 61 74 74 72 69 62 75 74 65 73 20 66 6f 72 20 61 6c | ........Update.attributes.for.al |
| 4da0 | 6c 20 6e 6f 64 65 73 20 69 6e 20 6e 6f 64 65 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f | l.nodes.in.nodes..............No |
| 4dc0 | 64 65 20 61 74 74 72 69 62 75 74 65 73 20 73 70 65 63 69 66 69 65 64 20 69 6e 20 6e 6f 64 65 73 | de.attributes.specified.in.nodes |
| 4de0 | 20 61 73 20 61 20 74 75 70 6c 65 20 74 61 6b 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 72 65 | .as.a.tuple.take.............pre |
| 4e00 | 63 65 64 65 6e 63 65 20 6f 76 65 72 20 61 74 74 72 69 62 75 74 65 73 20 73 70 65 63 69 66 69 65 | cedence.over.attributes.specifie |
| 4e20 | 64 20 76 69 61 20 6b 65 79 77 6f 72 64 20 61 72 67 75 6d 65 6e 74 73 2e 0a 0a 20 20 20 20 20 20 | d.via.keyword.arguments......... |
| 4e40 | 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..See.Also.........--------..... |
| 4e60 | 20 20 20 20 61 64 64 5f 6e 6f 64 65 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 | ....add_node..........Notes..... |
| 4e80 | 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 61 64 64 69 6e 67 20 6e 6f | ....-----.........When.adding.no |
| 4ea0 | 64 65 73 20 66 72 6f 6d 20 61 6e 20 69 74 65 72 61 74 6f 72 20 6f 76 65 72 20 74 68 65 20 67 72 | des.from.an.iterator.over.the.gr |
| 4ec0 | 61 70 68 20 79 6f 75 20 61 72 65 20 63 68 61 6e 67 69 6e 67 2c 0a 20 20 20 20 20 20 20 20 61 20 | aph.you.are.changing,.........a. |
| 4ee0 | 60 52 75 6e 74 69 6d 65 45 72 72 6f 72 60 20 63 61 6e 20 62 65 20 72 61 69 73 65 64 20 77 69 74 | `RuntimeError`.can.be.raised.wit |
| 4f00 | 68 20 6d 65 73 73 61 67 65 3a 0a 20 20 20 20 20 20 20 20 60 52 75 6e 74 69 6d 65 45 72 72 6f 72 | h.message:.........`RuntimeError |
| 4f20 | 3a 20 64 69 63 74 69 6f 6e 61 72 79 20 63 68 61 6e 67 65 64 20 73 69 7a 65 20 64 75 72 69 6e 67 | :.dictionary.changed.size.during |
| 4f40 | 20 69 74 65 72 61 74 69 6f 6e 60 2e 20 54 68 69 73 0a 20 20 20 20 20 20 20 20 68 61 70 70 65 6e | .iteration`..This.........happen |
| 4f60 | 73 20 77 68 65 6e 20 74 68 65 20 67 72 61 70 68 27 73 20 75 6e 64 65 72 6c 79 69 6e 67 20 64 69 | s.when.the.graph's.underlying.di |
| 4f80 | 63 74 69 6f 6e 61 72 79 20 69 73 20 6d 6f 64 69 66 69 65 64 20 64 75 72 69 6e 67 0a 20 20 20 20 | ctionary.is.modified.during..... |
| 4fa0 | 20 20 20 20 69 74 65 72 61 74 69 6f 6e 2e 20 54 6f 20 61 76 6f 69 64 20 74 68 69 73 20 65 72 72 | ....iteration..To.avoid.this.err |
| 4fc0 | 6f 72 2c 20 65 76 61 6c 75 61 74 65 20 74 68 65 20 69 74 65 72 61 74 6f 72 20 69 6e 74 6f 20 61 | or,.evaluate.the.iterator.into.a |
| 4fe0 | 20 73 65 70 61 72 61 74 65 0a 20 20 20 20 20 20 20 20 6f 62 6a 65 63 74 2c 20 65 2e 67 2e 20 62 | .separate.........object,.e.g..b |
| 5000 | 79 20 75 73 69 6e 67 20 60 6c 69 73 74 28 69 74 65 72 61 74 6f 72 5f 6f 66 5f 6e 6f 64 65 73 29 | y.using.`list(iterator_of_nodes) |
| 5020 | 60 2c 20 61 6e 64 20 70 61 73 73 20 74 68 69 73 0a 20 20 20 20 20 20 20 20 6f 62 6a 65 63 74 20 | `,.and.pass.this.........object. |
| 5040 | 74 6f 20 60 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 60 2e 0a 0a 20 20 20 20 20 20 20 20 | to.`G.add_nodes_from`........... |
| 5060 | 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | Examples.........--------....... |
| 5080 | 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 47 72 61 70 68 28 29 20 20 23 20 6f 72 20 44 69 47 72 61 | ..>>>.G.=.nx.Graph()..#.or.DiGra |
| 50a0 | 70 68 2c 20 4d 75 6c 74 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 44 69 47 72 61 70 68 2c 20 65 74 | ph,.MultiGraph,.MultiDiGraph,.et |
| 50c0 | 63 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 22 | c.........>>>.G.add_nodes_from(" |
| 50e0 | 48 65 6c 6c 6f 22 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 4b 33 20 3d 20 6e 78 2e 47 72 61 70 | Hello").........>>>.K3.=.nx.Grap |
| 5100 | 68 28 5b 28 30 2c 20 31 29 2c 20 28 31 2c 20 32 29 2c 20 28 32 2c 20 30 29 5d 29 0a 20 20 20 20 | h([(0,.1),.(1,.2),.(2,.0)])..... |
| 5120 | 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 4b 33 29 0a 20 20 20 | ....>>>.G.add_nodes_from(K3).... |
| 5140 | 20 20 20 20 20 3e 3e 3e 20 73 6f 72 74 65 64 28 47 2e 6e 6f 64 65 73 28 29 2c 20 6b 65 79 3d 73 | .....>>>.sorted(G.nodes(),.key=s |
| 5160 | 74 72 29 0a 20 20 20 20 20 20 20 20 5b 30 2c 20 31 2c 20 32 2c 20 27 48 27 2c 20 27 65 27 2c 20 | tr).........[0,.1,.2,.'H',.'e',. |
| 5180 | 27 6c 27 2c 20 27 6f 27 5d 0a 0a 20 20 20 20 20 20 20 20 55 73 65 20 6b 65 79 77 6f 72 64 73 20 | 'l',.'o']..........Use.keywords. |
| 51a0 | 74 6f 20 75 70 64 61 74 65 20 73 70 65 63 69 66 69 63 20 6e 6f 64 65 20 61 74 74 72 69 62 75 74 | to.update.specific.node.attribut |
| 51c0 | 65 73 20 66 6f 72 20 65 76 65 72 79 20 6e 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | es.for.every.node...........>>>. |
| 51e0 | 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 5b 31 2c 20 32 5d 2c 20 73 69 7a 65 3d 31 30 | G.add_nodes_from([1,.2],.size=10 |
| 5200 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 5b | ).........>>>.G.add_nodes_from([ |
| 5220 | 33 2c 20 34 5d 2c 20 77 65 69 67 68 74 3d 30 2e 34 29 0a 0a 20 20 20 20 20 20 20 20 55 73 65 20 | 3,.4],.weight=0.4)..........Use. |
| 5240 | 28 6e 6f 64 65 2c 20 61 74 74 72 64 69 63 74 29 20 74 75 70 6c 65 73 20 74 6f 20 75 70 64 61 74 | (node,.attrdict).tuples.to.updat |
| 5260 | 65 20 61 74 74 72 69 62 75 74 65 73 20 66 6f 72 20 73 70 65 63 69 66 69 63 20 6e 6f 64 65 73 2e | e.attributes.for.specific.nodes. |
| 5280 | 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 5b | ..........>>>.G.add_nodes_from([ |
| 52a0 | 28 31 2c 20 64 69 63 74 28 73 69 7a 65 3d 31 31 29 29 2c 20 28 32 2c 20 7b 22 63 6f 6c 6f 72 22 | (1,.dict(size=11)),.(2,.{"color" |
| 52c0 | 3a 20 22 62 6c 75 65 22 7d 29 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 6e 6f 64 65 73 | :."blue"})]).........>>>.G.nodes |
| 52e0 | 5b 31 5d 5b 22 73 69 7a 65 22 5d 0a 20 20 20 20 20 20 20 20 31 31 0a 20 20 20 20 20 20 20 20 3e | [1]["size"].........11.........> |
| 5300 | 3e 3e 20 48 20 3d 20 6e 78 2e 47 72 61 70 68 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 48 2e | >>.H.=.nx.Graph().........>>>.H. |
| 5320 | 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 47 2e 6e 6f 64 65 73 28 64 61 74 61 3d 54 72 75 65 | add_nodes_from(G.nodes(data=True |
| 5340 | 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 48 2e 6e 6f 64 65 73 5b 31 5d 5b 22 73 69 7a 65 22 | )).........>>>.H.nodes[1]["size" |
| 5360 | 5d 0a 20 20 20 20 20 20 20 20 31 31 0a 0a 20 20 20 20 20 20 20 20 45 76 61 6c 75 61 74 65 20 61 | ].........11..........Evaluate.a |
| 5380 | 6e 20 69 74 65 72 61 74 6f 72 20 6f 76 65 72 20 61 20 67 72 61 70 68 20 69 66 20 75 73 69 6e 67 | n.iterator.over.a.graph.if.using |
| 53a0 | 20 69 74 20 74 6f 20 6d 6f 64 69 66 79 20 74 68 65 20 73 61 6d 65 20 67 72 61 70 68 0a 0a 20 20 | .it.to.modify.the.same.graph.... |
| 53c0 | 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 44 69 47 72 61 70 68 28 5b 28 30 2c 20 31 29 | ......>>>.G.=.nx.DiGraph([(0,.1) |
| 53e0 | 2c 20 28 31 2c 20 32 29 2c 20 28 33 2c 20 34 29 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 | ,.(1,.2),.(3,.4)]).........>>>.# |
| 5400 | 20 77 72 6f 6e 67 20 77 61 79 20 2d 20 77 69 6c 6c 20 72 61 69 73 65 20 52 75 6e 74 69 6d 65 45 | .wrong.way.-.will.raise.RuntimeE |
| 5420 | 72 72 6f 72 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 20 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 | rror.........>>>.#.G.add_nodes_f |
| 5440 | 72 6f 6d 28 6e 20 2b 20 31 20 66 6f 72 20 6e 20 69 6e 20 47 2e 6e 6f 64 65 73 29 0a 20 20 20 20 | rom(n.+.1.for.n.in.G.nodes)..... |
| 5460 | 20 20 20 20 3e 3e 3e 20 23 20 63 6f 72 72 65 63 74 20 77 61 79 0a 20 20 20 20 20 20 20 20 3e 3e | ....>>>.#.correct.way.........>> |
| 5480 | 3e 20 47 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 6c 69 73 74 28 6e 20 2b 20 31 20 66 6f | >.G.add_nodes_from(list(n.+.1.fo |
| 54a0 | 72 20 6e 20 69 6e 20 47 2e 6e 6f 64 65 73 29 29 0a 20 20 20 20 20 20 20 20 4e 72 48 00 00 00 29 | r.n.in.G.nodes)).........NrH...) |
| 54c0 | 0b 72 3a 00 00 00 da 09 54 79 70 65 45 72 72 6f 72 da 04 63 6f 70 79 72 3e 00 00 00 72 49 00 00 | .r:.....TypeError..copyr>...rI.. |
| 54e0 | 00 72 4a 00 00 00 72 14 00 00 00 72 31 00 00 00 72 4b 00 00 00 72 4c 00 00 00 72 4d 00 00 00 29 | .rJ...r....r1...rK...rL...rM...) |
| 5500 | 07 72 1f 00 00 00 da 10 6e 6f 64 65 73 5f 66 6f 72 5f 61 64 64 69 6e 67 72 40 00 00 00 da 01 6e | .r......nodes_for_addingr@.....n |
| 5520 | da 07 6e 65 77 6e 6f 64 65 da 07 6e 65 77 64 69 63 74 da 05 6e 64 69 63 74 73 07 00 00 00 20 20 | ..newnode..newdict..ndicts...... |
| 5540 | 20 20 20 20 20 72 25 00 00 00 da 0e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d 7a 16 44 69 47 72 | .....r%.....add_nodes_fromz.DiGr |
| 5560 | 61 70 68 2e 61 64 64 5f 6e 6f 64 65 73 5f 66 72 6f 6d e9 01 00 00 73 e7 00 00 00 80 00 f0 7a 01 | aph.add_nodes_from....s.......z. |
| 5580 | 00 12 22 f2 00 0f 09 2a 88 41 f0 02 07 0d 26 d8 1a 1b a0 34 a7 3a a1 3a d0 1a 2d 90 07 d8 1a 1e | .."....*.A....&....4.:.:..-..... |
| 55a0 | 90 07 f1 0c 00 10 17 d8 13 14 90 39 dc 1a 24 d0 25 3c d3 1a 3d d0 14 3d d8 20 24 d7 20 3f d1 20 | ...........9..$.%<..=..=..$..?.. |
| 55c0 | 3f d3 20 41 90 04 97 0a 91 0a 98 31 91 0d d8 20 24 d7 20 3f d1 20 3f d3 20 41 90 04 97 0a 91 0a | ?..A.......1....$..?..?..A...... |
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| 5600 | 4a 90 71 89 4d d7 0c 20 d1 0c 20 a0 17 d5 0c 29 f0 1f 0f 09 2a f4 20 00 09 0b 8f 0f 89 0f 98 04 | J.q.M..........)....*........... |
| 5620 | d5 08 1d f8 f4 19 00 14 1d f2 00 04 0d 26 d8 1b 1c 91 08 90 01 90 35 d8 1a 1b a0 34 a7 3a a1 3a | .............&........5....4.:.: |
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| 5680 | 00 00 00 00 00 06 00 00 00 03 00 00 00 f3 54 01 00 00 97 00 09 00 7c 00 6a 00 00 00 00 00 00 00 | ..............T.......|.j....... |
| 56a0 | 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 19 00 00 00 7d 02 7c 00 6a 02 00 00 00 00 00 00 00 00 | ............|.....}.|.j......... |
| 56c0 | 00 00 00 00 00 00 00 00 00 00 7c 01 3d 00 7c 02 44 00 5d 12 00 00 7d 04 7c 00 6a 08 00 00 00 00 | ..........|.=.|.D.]...}.|.j..... |
| 56e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 04 19 00 00 00 7c 01 3d 00 8c 14 04 00 7c 00 6a 00 | ..............|.....|.=.....|.j. |
| 5700 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 3d 00 7c 00 6a 08 00 00 00 00 00 00 | ..................|.=.|.j....... |
| 5720 | 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 19 00 00 00 44 00 5d 12 00 00 7d 04 7c 00 6a 00 00 00 | ............|.....D.]...}.|.j... |
| 5740 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 04 19 00 00 00 7c 01 3d 00 8c 14 04 00 7c 00 | ................|.....|.=.....|. |
| 5760 | 6a 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 3d 00 74 0b 00 00 00 00 00 00 | j...................|.=.t....... |
| 5780 | 00 00 6a 0c 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 | ..j...................|......... |
| 57a0 | 01 00 79 03 23 00 74 04 00 00 00 00 00 00 00 00 24 00 72 15 7d 03 74 07 00 00 00 00 00 00 00 00 | ..y.#.t.........$.r.}.t......... |
| 57c0 | 64 01 7c 01 9b 00 64 02 9d 03 ab 01 00 00 00 00 00 00 7c 03 82 02 64 03 7d 03 7e 03 77 01 77 00 | d.|...d...........|...d.}.~.w.w. |
| 57e0 | 78 03 59 00 77 01 29 04 61 69 02 00 00 52 65 6d 6f 76 65 20 6e 6f 64 65 20 6e 2e 0a 0a 20 20 20 | x.Y.w.).ai...Remove.node.n...... |
| 5800 | 20 20 20 20 20 52 65 6d 6f 76 65 73 20 74 68 65 20 6e 6f 64 65 20 6e 20 61 6e 64 20 61 6c 6c 20 | .....Removes.the.node.n.and.all. |
| 5820 | 61 64 6a 61 63 65 6e 74 20 65 64 67 65 73 2e 0a 20 20 20 20 20 20 20 20 41 74 74 65 6d 70 74 69 | adjacent.edges..........Attempti |
| 5840 | 6e 67 20 74 6f 20 72 65 6d 6f 76 65 20 61 20 6e 6f 6e 65 78 69 73 74 65 6e 74 20 6e 6f 64 65 20 | ng.to.remove.a.nonexistent.node. |
| 5860 | 77 69 6c 6c 20 72 61 69 73 65 20 61 6e 20 65 78 63 65 70 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 | will.raise.an.exception......... |
| 5880 | 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 2d 2d 0a | ..Parameters.........----------. |
| 58a0 | 20 20 20 20 20 20 20 20 6e 20 3a 20 6e 6f 64 65 0a 20 20 20 20 20 20 20 20 20 20 20 41 20 6e 6f | ........n.:.node............A.no |
| 58c0 | 64 65 20 69 6e 20 74 68 65 20 67 72 61 70 68 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73 65 73 0a | de.in.the.graph..........Raises. |
| 58e0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 4e 65 74 77 6f 72 6b 58 45 | ........------.........NetworkXE |
| 5900 | 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 49 66 20 6e 20 69 73 20 6e 6f 74 20 69 6e 20 74 | rror............If.n.is.not.in.t |
| 5920 | 68 65 20 67 72 61 70 68 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 | he.graph...........See.Also..... |
| 5940 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 65 6d 6f 76 65 5f 6e 6f 64 65 | ....--------.........remove_node |
| 5960 | 73 5f 66 72 6f 6d 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 | s_from..........Examples........ |
| 5980 | 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 70 61 74 | .--------.........>>>.G.=.nx.pat |
| 59a0 | 68 5f 67 72 61 70 68 28 33 29 20 20 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 47 | h_graph(3)..#.or.DiGraph,.MultiG |
| 59c0 | 72 61 70 68 2c 20 4d 75 6c 74 69 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 20 20 20 20 20 20 | raph,.MultiDiGraph,.etc......... |
| 59e0 | 3e 3e 3e 20 6c 69 73 74 28 47 2e 65 64 67 65 73 29 0a 20 20 20 20 20 20 20 20 5b 28 30 2c 20 31 | >>>.list(G.edges).........[(0,.1 |
| 5a00 | 29 2c 20 28 31 2c 20 32 29 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 72 65 6d 6f 76 65 5f | ),.(1,.2)].........>>>.G.remove_ |
| 5a20 | 6e 6f 64 65 28 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 69 73 74 28 47 2e 65 64 67 65 73 | node(1).........>>>.list(G.edges |
| 5a40 | 29 0a 20 20 20 20 20 20 20 20 5b 5d 0a 0a 20 20 20 20 20 20 20 20 fa 09 54 68 65 20 6e 6f 64 65 | ).........[]............The.node |
| 5a60 | 20 fa 17 20 69 73 20 6e 6f 74 20 69 6e 20 74 68 65 20 64 69 67 72 61 70 68 2e 4e 29 07 72 14 00 | ....is.not.in.the.digraph.N).r.. |
| 5a80 | 00 00 72 3a 00 00 00 da 08 4b 65 79 45 72 72 6f 72 72 0e 00 00 00 72 31 00 00 00 72 4c 00 00 00 | ..r:.....KeyErrorr....r1...rL... |
| 5aa0 | 72 4d 00 00 00 29 05 72 1f 00 00 00 72 55 00 00 00 da 04 6e 62 72 73 da 03 65 72 72 da 01 75 73 | rM...).r....rU.....nbrs..err..us |
| 5ac0 | 05 00 00 00 20 20 20 20 20 72 25 00 00 00 da 0b 72 65 6d 6f 76 65 5f 6e 6f 64 65 7a 13 44 69 47 | .........r%.....remove_nodez.DiG |
| 5ae0 | 72 61 70 68 2e 72 65 6d 6f 76 65 5f 6e 6f 64 65 38 02 00 00 73 b5 00 00 00 80 00 f0 3c 04 09 51 | raph.remove_node8...s.......<..Q |
| 5b00 | 01 d8 13 17 97 3a 91 3a 98 61 91 3d 88 44 d8 10 14 97 0a 91 0a 98 31 90 0d f0 06 00 12 16 f2 00 | .....:.:.a.=.D........1......... |
| 5b20 | 01 09 21 88 41 d8 10 14 97 0a 91 0a 98 31 91 0d 98 61 d1 10 20 f0 03 01 09 21 e0 0c 10 8f 4a 89 | ..!.A........1...a.......!....J. |
| 5b40 | 4a 90 71 88 4d d8 11 15 97 1a 91 1a 98 41 91 1d f2 00 01 09 21 88 41 d8 10 14 97 0a 91 0a 98 31 | J.q.M........A......!.A........1 |
| 5b60 | 91 0d 98 61 d1 10 20 f0 03 01 09 21 e0 0c 10 8f 4a 89 4a 90 71 88 4d dc 08 0a 8f 0f 89 0f 98 04 | ...a.......!....J.J.q.M......... |
| 5b80 | d5 08 1d f8 f4 11 00 10 18 f2 00 01 09 51 01 dc 12 1f a0 29 a8 41 a8 33 d0 2e 45 d0 20 46 d3 12 | .............Q.....).A.3..E..F.. |
| 5ba0 | 47 c8 53 d0 0c 50 fb f0 03 01 09 51 01 fa 73 17 00 00 00 82 1c 42 09 00 c2 09 09 42 27 03 c2 12 | G.S..P.....Q..s......B.....B'... |
| 5bc0 | 10 42 22 03 c2 22 05 42 27 03 63 02 00 00 00 00 00 00 00 00 00 00 00 05 00 00 00 03 00 00 00 f3 | .B"..".B'.c..................... |
| 5be0 | 3e 01 00 00 97 00 7c 01 44 00 5d 74 00 00 7d 02 09 00 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 | >.....|.D.]t..}...|.j........... |
| 5c00 | 00 00 00 00 00 00 00 00 7c 02 19 00 00 00 7d 03 7c 00 6a 02 00 00 00 00 00 00 00 00 00 00 00 00 | ........|.....}.|.j............. |
| 5c20 | 00 00 00 00 00 00 7c 02 3d 00 7c 03 44 00 5d 12 00 00 7d 04 7c 00 6a 04 00 00 00 00 00 00 00 00 | ......|.=.|.D.]...}.|.j......... |
| 5c40 | 00 00 00 00 00 00 00 00 00 00 7c 04 19 00 00 00 7c 02 3d 00 8c 14 04 00 7c 00 6a 00 00 00 00 00 | ..........|.....|.=.....|.j..... |
| 5c60 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 02 3d 00 7c 00 6a 04 00 00 00 00 00 00 00 00 00 00 | ..............|.=.|.j........... |
| 5c80 | 00 00 00 00 00 00 00 00 7c 02 19 00 00 00 44 00 5d 12 00 00 7d 04 7c 00 6a 00 00 00 00 00 00 00 | ........|.....D.]...}.|.j....... |
| 5ca0 | 00 00 00 00 00 00 00 00 00 00 00 00 7c 04 19 00 00 00 7c 02 3d 00 8c 14 04 00 7c 00 6a 04 00 00 | ............|.....|.=.....|.j... |
| 5cc0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 02 3d 00 8c 76 04 00 74 09 00 00 00 00 00 00 | ................|.=..v..t....... |
| 5ce0 | 00 00 6a 0a 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 | ..j...................|......... |
| 5d00 | 01 00 79 01 23 00 74 06 00 00 00 00 00 00 00 00 24 00 72 03 01 00 59 00 8c 98 77 00 78 03 59 00 | ..y.#.t.........$.r...Y...w.x.Y. |
| 5d20 | 77 01 29 02 61 d0 05 00 00 52 65 6d 6f 76 65 20 6d 75 6c 74 69 70 6c 65 20 6e 6f 64 65 73 2e 0a | w.).a....Remove.multiple.nodes.. |
| 5d40 | 0a 20 20 20 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 | .........Parameters.........---- |
| 5d60 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 6f 64 65 73 20 3a 20 69 74 65 72 61 62 6c 65 20 | ------.........nodes.:.iterable. |
| 5d80 | 63 6f 6e 74 61 69 6e 65 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 20 63 6f 6e 74 61 69 6e 65 | container.............A.containe |
| 5da0 | 72 20 6f 66 20 6e 6f 64 65 73 20 28 6c 69 73 74 2c 20 64 69 63 74 2c 20 73 65 74 2c 20 65 74 63 | r.of.nodes.(list,.dict,.set,.etc |
| 5dc0 | 2e 29 2e 20 20 49 66 20 61 20 6e 6f 64 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 69 6e 20 74 68 | .)...If.a.node.............in.th |
| 5de0 | 65 20 63 6f 6e 74 61 69 6e 65 72 20 69 73 20 6e 6f 74 20 69 6e 20 74 68 65 20 67 72 61 70 68 20 | e.container.is.not.in.the.graph. |
| 5e00 | 69 74 20 69 73 20 73 69 6c 65 6e 74 6c 79 20 69 67 6e 6f 72 65 64 2e 0a 0a 20 20 20 20 20 20 20 | it.is.silently.ignored.......... |
| 5e20 | 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .See.Also.........--------...... |
| 5e40 | 20 20 20 72 65 6d 6f 76 65 5f 6e 6f 64 65 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 | ...remove_node..........Notes... |
| 5e60 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 72 65 6d 6f 76 69 6e | ......-----.........When.removin |
| 5e80 | 67 20 6e 6f 64 65 73 20 66 72 6f 6d 20 61 6e 20 69 74 65 72 61 74 6f 72 20 6f 76 65 72 20 74 68 | g.nodes.from.an.iterator.over.th |
| 5ea0 | 65 20 67 72 61 70 68 20 79 6f 75 20 61 72 65 20 63 68 61 6e 67 69 6e 67 2c 0a 20 20 20 20 20 20 | e.graph.you.are.changing,....... |
| 5ec0 | 20 20 61 20 60 52 75 6e 74 69 6d 65 45 72 72 6f 72 60 20 77 69 6c 6c 20 62 65 20 72 61 69 73 65 | ..a.`RuntimeError`.will.be.raise |
| 5ee0 | 64 20 77 69 74 68 20 6d 65 73 73 61 67 65 3a 0a 20 20 20 20 20 20 20 20 60 52 75 6e 74 69 6d 65 | d.with.message:.........`Runtime |
| 5f00 | 45 72 72 6f 72 3a 20 64 69 63 74 69 6f 6e 61 72 79 20 63 68 61 6e 67 65 64 20 73 69 7a 65 20 64 | Error:.dictionary.changed.size.d |
| 5f20 | 75 72 69 6e 67 20 69 74 65 72 61 74 69 6f 6e 60 2e 20 54 68 69 73 0a 20 20 20 20 20 20 20 20 68 | uring.iteration`..This.........h |
| 5f40 | 61 70 70 65 6e 73 20 77 68 65 6e 20 74 68 65 20 67 72 61 70 68 27 73 20 75 6e 64 65 72 6c 79 69 | appens.when.the.graph's.underlyi |
| 5f60 | 6e 67 20 64 69 63 74 69 6f 6e 61 72 79 20 69 73 20 6d 6f 64 69 66 69 65 64 20 64 75 72 69 6e 67 | ng.dictionary.is.modified.during |
| 5f80 | 0a 20 20 20 20 20 20 20 20 69 74 65 72 61 74 69 6f 6e 2e 20 54 6f 20 61 76 6f 69 64 20 74 68 69 | .........iteration..To.avoid.thi |
| 5fa0 | 73 20 65 72 72 6f 72 2c 20 65 76 61 6c 75 61 74 65 20 74 68 65 20 69 74 65 72 61 74 6f 72 20 69 | s.error,.evaluate.the.iterator.i |
| 5fc0 | 6e 74 6f 20 61 20 73 65 70 61 72 61 74 65 0a 20 20 20 20 20 20 20 20 6f 62 6a 65 63 74 2c 20 65 | nto.a.separate.........object,.e |
| 5fe0 | 2e 67 2e 20 62 79 20 75 73 69 6e 67 20 60 6c 69 73 74 28 69 74 65 72 61 74 6f 72 5f 6f 66 5f 6e | .g..by.using.`list(iterator_of_n |
| 6000 | 6f 64 65 73 29 60 2c 20 61 6e 64 20 70 61 73 73 20 74 68 69 73 0a 20 20 20 20 20 20 20 20 6f 62 | odes)`,.and.pass.this.........ob |
| 6020 | 6a 65 63 74 20 74 6f 20 60 47 2e 72 65 6d 6f 76 65 5f 6e 6f 64 65 73 5f 66 72 6f 6d 60 2e 0a 0a | ject.to.`G.remove_nodes_from`... |
| 6040 | 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ........Examples.........------- |
| 6060 | 2d 0a 20 20 20 20 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 | -.........>>>.G.=.nx.path_graph( |
| 6080 | 33 29 20 20 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 47 72 61 70 68 2c 20 4d 75 | 3)..#.or.DiGraph,.MultiGraph,.Mu |
| 60a0 | 6c 74 69 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 65 20 3d 20 | ltiDiGraph,.etc.........>>>.e.=. |
| 60c0 | 6c 69 73 74 28 47 2e 6e 6f 64 65 73 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 65 0a 20 20 20 20 | list(G.nodes).........>>>.e..... |
| 60e0 | 20 20 20 20 5b 30 2c 20 31 2c 20 32 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 72 65 6d 6f | ....[0,.1,.2].........>>>.G.remo |
| 6100 | 76 65 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 69 73 | ve_nodes_from(e).........>>>.lis |
| 6120 | 74 28 47 2e 6e 6f 64 65 73 29 0a 20 20 20 20 20 20 20 20 5b 5d 0a 0a 20 20 20 20 20 20 20 20 45 | t(G.nodes).........[]..........E |
| 6140 | 76 61 6c 75 61 74 65 20 61 6e 20 69 74 65 72 61 74 6f 72 20 6f 76 65 72 20 61 20 67 72 61 70 68 | valuate.an.iterator.over.a.graph |
| 6160 | 20 69 66 20 75 73 69 6e 67 20 69 74 20 74 6f 20 6d 6f 64 69 66 79 20 74 68 65 20 73 61 6d 65 20 | .if.using.it.to.modify.the.same. |
| 6180 | 67 72 61 70 68 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 44 69 47 72 61 70 | graph..........>>>.G.=.nx.DiGrap |
| 61a0 | 68 28 5b 28 30 2c 20 31 29 2c 20 28 31 2c 20 32 29 2c 20 28 33 2c 20 34 29 5d 29 0a 20 20 20 20 | h([(0,.1),.(1,.2),.(3,.4)])..... |
| 61c0 | 20 20 20 20 3e 3e 3e 20 23 20 74 68 69 73 20 63 6f 6d 6d 61 6e 64 20 77 69 6c 6c 20 66 61 69 6c | ....>>>.#.this.command.will.fail |
| 61e0 | 2c 20 61 73 20 74 68 65 20 67 72 61 70 68 27 73 20 64 69 63 74 20 69 73 20 6d 6f 64 69 66 69 65 | ,.as.the.graph's.dict.is.modifie |
| 6200 | 64 20 64 75 72 69 6e 67 20 69 74 65 72 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 | d.during.iteration.........>>>.# |
| 6220 | 20 47 2e 72 65 6d 6f 76 65 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 6e 20 66 6f 72 20 6e 20 69 6e 20 | .G.remove_nodes_from(n.for.n.in. |
| 6240 | 47 2e 6e 6f 64 65 73 20 69 66 20 6e 20 3c 20 32 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 20 | G.nodes.if.n.<.2).........>>>.#. |
| 6260 | 74 68 69 73 20 63 6f 6d 6d 61 6e 64 20 77 69 6c 6c 20 77 6f 72 6b 2c 20 73 69 6e 63 65 20 74 68 | this.command.will.work,.since.th |
| 6280 | 65 20 64 69 63 74 69 6f 6e 61 72 79 20 75 6e 64 65 72 6c 79 69 6e 67 20 67 72 61 70 68 20 69 73 | e.dictionary.underlying.graph.is |
| 62a0 | 20 6e 6f 74 20 6d 6f 64 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 72 65 6d 6f | .not.modified.........>>>.G.remo |
| 62c0 | 76 65 5f 6e 6f 64 65 73 5f 66 72 6f 6d 28 6c 69 73 74 28 6e 20 66 6f 72 20 6e 20 69 6e 20 47 2e | ve_nodes_from(list(n.for.n.in.G. |
| 62e0 | 6e 6f 64 65 73 20 69 66 20 6e 20 3c 20 32 29 29 0a 20 20 20 20 20 20 20 20 4e 29 06 72 14 00 00 | nodes.if.n.<.2)).........N).r... |
| 6300 | 00 72 3a 00 00 00 72 31 00 00 00 72 5d 00 00 00 72 4c 00 00 00 72 4d 00 00 00 29 05 72 1f 00 00 | .r:...r1...r]...rL...rM...).r... |
| 6320 | 00 da 05 6e 6f 64 65 73 72 55 00 00 00 da 05 73 75 63 63 73 72 60 00 00 00 73 05 00 00 00 20 20 | ...nodesrU.....succsr`...s...... |
| 6340 | 20 20 20 72 25 00 00 00 da 11 72 65 6d 6f 76 65 5f 6e 6f 64 65 73 5f 66 72 6f 6d 7a 19 44 69 47 | ...r%.....remove_nodes_fromz.DiG |
| 6360 | 72 61 70 68 2e 72 65 6d 6f 76 65 5f 6e 6f 64 65 73 5f 66 72 6f 6d 63 02 00 00 73 af 00 00 00 80 | raph.remove_nodes_fromc...s..... |
| 6380 | 00 f0 52 01 00 12 17 f2 00 0b 09 15 88 41 f0 02 0a 0d 15 d8 18 1c 9f 0a 99 0a a0 31 99 0d 90 05 | ..R..........A.............1.... |
| 63a0 | d8 14 18 97 4a 91 4a 98 71 90 4d d8 19 1e f2 00 01 11 29 90 41 d8 18 1c 9f 0a 99 0a a0 31 99 0d | ....J.J.q.M.......).A........1.. |
| 63c0 | a0 61 d1 18 28 f0 03 01 11 29 e0 14 18 97 4a 91 4a 98 71 90 4d d8 19 1d 9f 1a 99 1a a0 41 99 1d | .a..(....)....J.J.q.M........A.. |
| 63e0 | f2 00 01 11 29 90 41 d8 18 1c 9f 0a 99 0a a0 31 99 0d a0 61 d1 18 28 f0 03 01 11 29 e0 14 18 97 | ....).A........1...a..(....).... |
| 6400 | 4a 91 4a 98 71 91 4d f0 13 0b 09 15 f4 18 00 09 0b 8f 0f 89 0f 98 04 d5 08 1d f8 f4 05 00 14 1c | J.J.q.M......................... |
| 6420 | f2 00 01 0d 15 d9 10 14 f0 03 01 0d 15 fa 73 12 00 00 00 87 41 31 42 10 02 c2 10 09 42 1c 05 c2 | ..............s.....A1B.....B... |
| 6440 | 1b 01 42 1c 05 63 03 00 00 00 00 00 00 00 00 00 00 00 05 00 00 00 0b 00 00 00 f3 c2 02 00 00 97 | ..B..c.......................... |
| 6460 | 00 7c 01 7c 02 7d 05 7d 04 7c 04 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|.|.}.}.|.|.j.................. |
| 6480 | 00 76 01 72 64 7c 04 80 0b 74 03 00 00 00 00 00 00 00 00 64 02 ab 01 00 00 00 00 00 00 82 01 7c | .v.rd|...t.........d...........| |
| 64a0 | 00 6a 05 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 7c 00 6a | .j...........................|.j |
| 64c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 04 3c 00 00 00 7c 00 6a 05 00 00 00 | ...................|.<...|.j.... |
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| 6720 | 01 29 03 61 78 06 00 00 41 64 64 20 61 6e 20 65 64 67 65 20 62 65 74 77 65 65 6e 20 75 20 61 6e | .).ax...Add.an.edge.between.u.an |
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| 6760 | 77 69 6c 6c 20 62 65 20 61 75 74 6f 6d 61 74 69 63 61 6c 6c 79 20 61 64 64 65 64 20 69 66 20 74 | will.be.automatically.added.if.t |
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| 67c0 | 65 73 20 63 61 6e 20 62 65 20 73 70 65 63 69 66 69 65 64 20 77 69 74 68 20 6b 65 79 77 6f 72 64 | es.can.be.specified.with.keyword |
| 67e0 | 73 20 6f 72 20 62 79 20 64 69 72 65 63 74 6c 79 0a 20 20 20 20 20 20 20 20 61 63 63 65 73 73 69 | s.or.by.directly.........accessi |
| 6800 | 6e 67 20 74 68 65 20 65 64 67 65 27 73 20 61 74 74 72 69 62 75 74 65 20 64 69 63 74 69 6f 6e 61 | ng.the.edge's.attribute.dictiona |
| 6820 | 72 79 2e 20 53 65 65 20 65 78 61 6d 70 6c 65 73 20 62 65 6c 6f 77 2e 0a 0a 20 20 20 20 20 20 20 | ry..See.examples.below.......... |
| 6840 | 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 2d 2d 0a 20 | .Parameters.........----------.. |
| 6860 | 20 20 20 20 20 20 20 75 5f 6f 66 5f 65 64 67 65 2c 20 76 5f 6f 66 5f 65 64 67 65 20 3a 20 6e 6f | .......u_of_edge,.v_of_edge.:.no |
| 6880 | 64 65 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f 64 65 73 20 63 61 6e 20 62 65 2c 20 66 6f | des.............Nodes.can.be,.fo |
| 68a0 | 72 20 65 78 61 6d 70 6c 65 2c 20 73 74 72 69 6e 67 73 20 6f 72 20 6e 75 6d 62 65 72 73 2e 0a 20 | r.example,.strings.or.numbers... |
| 68c0 | 20 20 20 20 20 20 20 20 20 20 20 4e 6f 64 65 73 20 6d 75 73 74 20 62 65 20 68 61 73 68 61 62 6c | ...........Nodes.must.be.hashabl |
| 68e0 | 65 20 28 61 6e 64 20 6e 6f 74 20 4e 6f 6e 65 29 20 50 79 74 68 6f 6e 20 6f 62 6a 65 63 74 73 2e | e.(and.not.None).Python.objects. |
| 6900 | 0a 20 20 20 20 20 20 20 20 61 74 74 72 20 3a 20 6b 65 79 77 6f 72 64 20 61 72 67 75 6d 65 6e 74 | .........attr.:.keyword.argument |
| 6920 | 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 45 64 67 65 20 64 61 74 | s,.optional.............Edge.dat |
| 6940 | 61 20 28 6f 72 20 6c 61 62 65 6c 73 20 6f 72 20 6f 62 6a 65 63 74 73 29 20 63 61 6e 20 62 65 20 | a.(or.labels.or.objects).can.be. |
| 6960 | 61 73 73 69 67 6e 65 64 20 75 73 69 6e 67 0a 20 20 20 20 20 20 20 20 20 20 20 20 6b 65 79 77 6f | assigned.using.............keywo |
| 6980 | 72 64 20 61 72 67 75 6d 65 6e 74 73 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a | rd.arguments...........See.Also. |
| 69a0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 64 64 5f 65 64 67 | ........--------.........add_edg |
| 69c0 | 65 73 5f 66 72 6f 6d 20 3a 20 61 64 64 20 61 20 63 6f 6c 6c 65 63 74 69 6f 6e 20 6f 66 20 65 64 | es_from.:.add.a.collection.of.ed |
| 69e0 | 67 65 73 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 | ges..........Notes.........----- |
| 6a00 | 0a 20 20 20 20 20 20 20 20 41 64 64 69 6e 67 20 61 6e 20 65 64 67 65 20 74 68 61 74 20 61 6c 72 | .........Adding.an.edge.that.alr |
| 6a20 | 65 61 64 79 20 65 78 69 73 74 73 20 75 70 64 61 74 65 73 20 74 68 65 20 65 64 67 65 20 64 61 74 | eady.exists.updates.the.edge.dat |
| 6a40 | 61 2e 0a 0a 20 20 20 20 20 20 20 20 4d 61 6e 79 20 4e 65 74 77 6f 72 6b 58 20 61 6c 67 6f 72 69 | a...........Many.NetworkX.algori |
| 6a60 | 74 68 6d 73 20 64 65 73 69 67 6e 65 64 20 66 6f 72 20 77 65 69 67 68 74 65 64 20 67 72 61 70 68 | thms.designed.for.weighted.graph |
| 6a80 | 73 20 75 73 65 0a 20 20 20 20 20 20 20 20 61 6e 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 | s.use.........an.edge.attribute. |
| 6aa0 | 28 62 79 20 64 65 66 61 75 6c 74 20 60 77 65 69 67 68 74 60 29 20 74 6f 20 68 6f 6c 64 20 61 20 | (by.default.`weight`).to.hold.a. |
| 6ac0 | 6e 75 6d 65 72 69 63 61 6c 20 76 61 6c 75 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c | numerical.value...........Exampl |
| 6ae0 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 | es.........--------.........The. |
| 6b00 | 66 6f 6c 6c 6f 77 69 6e 67 20 61 6c 6c 20 61 64 64 20 74 68 65 20 65 64 67 65 20 65 3d 28 31 2c | following.all.add.the.edge.e=(1, |
| 6b20 | 20 32 29 20 74 6f 20 67 72 61 70 68 20 47 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d | .2).to.graph.G:..........>>>.G.= |
| 6b40 | 20 6e 78 2e 47 72 61 70 68 28 29 20 20 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 | .nx.Graph()..#.or.DiGraph,.Multi |
| 6b60 | 47 72 61 70 68 2c 20 4d 75 6c 74 69 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 20 20 20 20 20 | Graph,.MultiDiGraph,.etc........ |
| 6b80 | 20 3e 3e 3e 20 65 20 3d 20 28 31 2c 20 32 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 | .>>>.e.=.(1,.2).........>>>.G.ad |
| 6ba0 | 64 5f 65 64 67 65 28 31 2c 20 32 29 20 20 23 20 65 78 70 6c 69 63 69 74 20 74 77 6f 2d 6e 6f 64 | d_edge(1,.2)..#.explicit.two-nod |
| 6bc0 | 65 20 66 6f 72 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 2a 65 | e.form.........>>>.G.add_edge(*e |
| 6be0 | 29 20 20 23 20 73 69 6e 67 6c 65 20 65 64 67 65 20 61 73 20 74 75 70 6c 65 20 6f 66 20 74 77 6f | )..#.single.edge.as.tuple.of.two |
| 6c00 | 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 73 5f 66 | .nodes.........>>>.G.add_edges_f |
| 6c20 | 72 6f 6d 28 5b 28 31 2c 20 32 29 5d 29 20 20 23 20 61 64 64 20 65 64 67 65 73 20 66 72 6f 6d 20 | rom([(1,.2)])..#.add.edges.from. |
| 6c40 | 69 74 65 72 61 62 6c 65 20 63 6f 6e 74 61 69 6e 65 72 0a 0a 20 20 20 20 20 20 20 20 41 73 73 6f | iterable.container..........Asso |
| 6c60 | 63 69 61 74 65 20 64 61 74 61 20 74 6f 20 65 64 67 65 73 20 75 73 69 6e 67 20 6b 65 79 77 6f 72 | ciate.data.to.edges.using.keywor |
| 6c80 | 64 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 31 2c 20 32 | ds:..........>>>.G.add_edge(1,.2 |
| 6ca0 | 2c 20 77 65 69 67 68 74 3d 33 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 | ,.weight=3).........>>>.G.add_ed |
| 6cc0 | 67 65 28 31 2c 20 33 2c 20 77 65 69 67 68 74 3d 37 2c 20 63 61 70 61 63 69 74 79 3d 31 35 2c 20 | ge(1,.3,.weight=7,.capacity=15,. |
| 6ce0 | 6c 65 6e 67 74 68 3d 33 34 32 2e 37 29 0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 6e 6f 6e 2d 73 | length=342.7)..........For.non-s |
| 6d00 | 74 72 69 6e 67 20 61 74 74 72 69 62 75 74 65 20 6b 65 79 73 2c 20 75 73 65 20 73 75 62 73 63 72 | tring.attribute.keys,.use.subscr |
| 6d20 | 69 70 74 20 6e 6f 74 61 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 | ipt.notation...........>>>.G.add |
| 6d40 | 5f 65 64 67 65 28 31 2c 20 32 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 5b 31 5d 5b 32 5d 2e | _edge(1,.2).........>>>.G[1][2]. |
| 6d60 | 75 70 64 61 74 65 28 7b 30 3a 20 35 7d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 65 64 67 | update({0:.5}).........>>>.G.edg |
| 6d80 | 65 73 5b 31 2c 20 32 5d 2e 75 70 64 61 74 65 28 7b 30 3a 20 35 7d 29 0a 20 20 20 20 20 20 20 20 | es[1,.2].update({0:.5})......... |
| 6da0 | 4e 72 48 00 00 00 29 0c 72 14 00 00 00 72 49 00 00 00 72 4a 00 00 00 72 31 00 00 00 72 4b 00 00 | NrH...).r....rI...rJ...r1...rK.. |
| 6dc0 | 00 72 3a 00 00 00 72 13 00 00 00 da 03 67 65 74 da 16 65 64 67 65 5f 61 74 74 72 5f 64 69 63 74 | .r:...r......get..edge_attr_dict |
| 6de0 | 5f 66 61 63 74 6f 72 79 72 3e 00 00 00 72 4c 00 00 00 72 4d 00 00 00 29 07 72 1f 00 00 00 da 09 | _factoryr>...rL...rM...).r...... |
| 6e00 | 75 5f 6f 66 5f 65 64 67 65 da 09 76 5f 6f 66 5f 65 64 67 65 72 40 00 00 00 72 60 00 00 00 da 01 | u_of_edge..v_of_edger@...r`..... |
| 6e20 | 76 da 08 64 61 74 61 64 69 63 74 73 07 00 00 00 20 20 20 20 20 20 20 72 25 00 00 00 da 08 61 64 | v..datadicts...........r%.....ad |
| 6e40 | 64 5f 65 64 67 65 7a 10 44 69 47 72 61 70 68 2e 61 64 64 5f 65 64 67 65 9a 02 00 00 73 2b 01 00 | d_edgez.DiGraph.add_edge....s+.. |
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| 6ee0 | 16 20 d0 21 38 d3 16 39 d0 10 39 d8 1c 20 d7 1c 3b d1 1c 3b d3 1c 3d 88 44 8f 4a 89 4a 90 71 89 | ...!8..9..9.....;..;..=.D.J.J.q. |
| 6f00 | 4d d8 1c 20 d7 1c 3b d1 1c 3b d3 1c 3d 88 44 8f 4a 89 4a 90 71 89 4d d8 1c 20 d7 1c 37 d1 1c 37 | M.....;..;..=.D.J.J.q.M.....7..7 |
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| 6f40 | a0 74 d7 27 42 d1 27 42 d3 27 44 d3 13 45 88 08 d8 08 10 8f 0f 89 0f 98 04 d4 08 1d d8 1b 23 88 | .t.'B.'B.'D..E................#. |
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| 6fc0 | 00 00 00 7c 03 ab 01 00 00 00 00 00 00 7d 04 7c 04 64 01 6b 28 00 00 72 07 7c 03 5c 03 00 00 7d | ...|.........}.|.d.k(..r.|.\...} |
| 6fe0 | 05 7d 06 7d 07 6e 1c 7c 04 64 02 6b 28 00 00 72 08 7c 03 5c 02 00 00 7d 05 7d 06 69 00 7d 07 6e | .}.}.n.|.d.k(..r.|.\...}.}.i.}.n |
| 7000 | 0f 74 03 00 00 00 00 00 00 00 00 64 03 7c 03 9b 00 64 04 9d 03 ab 01 00 00 00 00 00 00 82 01 7c | .t.........d.|...d.............| |
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| 7040 | 07 00 00 00 00 00 00 00 00 64 06 ab 01 00 00 00 00 00 00 82 01 7c 00 6a 09 00 00 00 00 00 00 00 | .........d...........|.j........ |
| 7060 | 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 6a 04 00 00 00 00 00 00 00 00 00 | ...................|.j.......... |
| 7080 | 00 00 00 00 00 00 00 00 00 7c 05 3c 00 00 00 7c 00 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 00 | .........|.<...|.j.............. |
| 70a0 | 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .............|.j................ |
| 70c0 | 00 00 00 7c 05 3c 00 00 00 7c 00 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab | ...|.<...|.j.................... |
| 70e0 | 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 00 7c 05 3c | .......|.j...................|.< |
| 7100 | 00 00 00 7c 06 7c 00 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 76 01 72 64 7c | ...|.|.j...................v.rd| |
| 7120 | 06 80 0b 74 07 00 00 00 00 00 00 00 00 64 06 ab 01 00 00 00 00 00 00 82 01 7c 00 6a 09 00 00 00 | ...t.........d...........|.j.... |
| 7140 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 6a 04 00 00 00 00 00 | .......................|.j...... |
| 7160 | 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 06 3c 00 00 00 7c 00 6a 09 00 00 00 00 00 00 00 00 00 | .............|.<...|.j.......... |
| 7180 | 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 | .................|.j............ |
| 71a0 | 00 00 00 00 00 00 00 7c 06 3c 00 00 00 7c 00 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .......|.<...|.j................ |
| 71c0 | 00 00 00 ab 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.................. |
| 71e0 | 00 7c 06 3c 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 7c 05 19 | .|.<...|.j...................|.. |
| 7200 | 00 00 00 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 06 7c 00 6a 15 00 00 00 | ...j...................|.|.j.... |
| 7220 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 ab 02 00 00 00 00 00 00 7d | ...............................} |
| 7240 | 08 7c 08 6a 17 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 | .|.j...................|........ |
| 7260 | 00 01 00 7c 08 6a 17 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 07 ab 01 00 00 00 | ...|.j...................|...... |
| 7280 | 00 00 00 01 00 7c 08 7c 00 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 05 19 | .....|.|.j...................|.. |
| 72a0 | 00 00 00 7c 06 3c 00 00 00 7c 08 7c 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...|.<...|.|.j.................. |
| 72c0 | 00 7c 06 19 00 00 00 7c 05 3c 00 00 00 90 01 8c 90 04 00 74 19 00 00 00 00 00 00 00 00 6a 1a 00 | .|.....|.<.........t.........j.. |
| 72e0 | 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 01 00 79 05 29 | .................|...........y.) |
| 7300 | 07 61 d1 08 00 00 41 64 64 20 61 6c 6c 20 74 68 65 20 65 64 67 65 73 20 69 6e 20 65 62 75 6e 63 | .a....Add.all.the.edges.in.ebunc |
| 7320 | 68 5f 74 6f 5f 61 64 64 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 | h_to_add...........Parameters... |
| 7340 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 65 62 75 6e 63 68 5f | ......----------.........ebunch_ |
| 7360 | 74 6f 5f 61 64 64 20 3a 20 63 6f 6e 74 61 69 6e 65 72 20 6f 66 20 65 64 67 65 73 0a 20 20 20 20 | to_add.:.container.of.edges..... |
| 7380 | 20 20 20 20 20 20 20 20 45 61 63 68 20 65 64 67 65 20 67 69 76 65 6e 20 69 6e 20 74 68 65 20 63 | ........Each.edge.given.in.the.c |
| 73a0 | 6f 6e 74 61 69 6e 65 72 20 77 69 6c 6c 20 62 65 20 61 64 64 65 64 20 74 6f 20 74 68 65 0a 20 20 | ontainer.will.be.added.to.the... |
| 73c0 | 20 20 20 20 20 20 20 20 20 20 67 72 61 70 68 2e 20 54 68 65 20 65 64 67 65 73 20 6d 75 73 74 20 | ..........graph..The.edges.must. |
| 73e0 | 62 65 20 67 69 76 65 6e 20 61 73 20 32 2d 74 75 70 6c 65 73 20 28 75 2c 20 76 29 20 6f 72 0a 20 | be.given.as.2-tuples.(u,.v).or.. |
| 7400 | 20 20 20 20 20 20 20 20 20 20 20 33 2d 74 75 70 6c 65 73 20 28 75 2c 20 76 2c 20 64 29 20 77 68 | ...........3-tuples.(u,.v,.d).wh |
| 7420 | 65 72 65 20 64 20 69 73 20 61 20 64 69 63 74 69 6f 6e 61 72 79 20 63 6f 6e 74 61 69 6e 69 6e 67 | ere.d.is.a.dictionary.containing |
| 7440 | 20 65 64 67 65 20 64 61 74 61 2e 0a 20 20 20 20 20 20 20 20 61 74 74 72 20 3a 20 6b 65 79 77 6f | .edge.data..........attr.:.keywo |
| 7460 | 72 64 20 61 72 67 75 6d 65 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 | rd.arguments,.optional.......... |
| 7480 | 20 20 20 45 64 67 65 20 64 61 74 61 20 28 6f 72 20 6c 61 62 65 6c 73 20 6f 72 20 6f 62 6a 65 63 | ...Edge.data.(or.labels.or.objec |
| 74a0 | 74 73 29 20 63 61 6e 20 62 65 20 61 73 73 69 67 6e 65 64 20 75 73 69 6e 67 0a 20 20 20 20 20 20 | ts).can.be.assigned.using....... |
| 74c0 | 20 20 20 20 20 20 6b 65 79 77 6f 72 64 20 61 72 67 75 6d 65 6e 74 73 2e 0a 0a 20 20 20 20 20 20 | ......keyword.arguments......... |
| 74e0 | 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..See.Also.........--------..... |
| 7500 | 20 20 20 20 61 64 64 5f 65 64 67 65 20 3a 20 61 64 64 20 61 20 73 69 6e 67 6c 65 20 65 64 67 65 | ....add_edge.:.add.a.single.edge |
| 7520 | 0a 20 20 20 20 20 20 20 20 61 64 64 5f 77 65 69 67 68 74 65 64 5f 65 64 67 65 73 5f 66 72 6f 6d | .........add_weighted_edges_from |
| 7540 | 20 3a 20 63 6f 6e 76 65 6e 69 65 6e 74 20 77 61 79 20 74 6f 20 61 64 64 20 77 65 69 67 68 74 65 | .:.convenient.way.to.add.weighte |
| 7560 | 64 20 65 64 67 65 73 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 | d.edges..........Notes.........- |
| 7580 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 41 64 64 69 6e 67 20 74 68 65 20 73 61 6d 65 20 65 64 67 | ----.........Adding.the.same.edg |
| 75a0 | 65 20 74 77 69 63 65 20 68 61 73 20 6e 6f 20 65 66 66 65 63 74 20 62 75 74 20 61 6e 79 20 65 64 | e.twice.has.no.effect.but.any.ed |
| 75c0 | 67 65 20 64 61 74 61 0a 20 20 20 20 20 20 20 20 77 69 6c 6c 20 62 65 20 75 70 64 61 74 65 64 20 | ge.data.........will.be.updated. |
| 75e0 | 77 68 65 6e 20 65 61 63 68 20 64 75 70 6c 69 63 61 74 65 20 65 64 67 65 20 69 73 20 61 64 64 65 | when.each.duplicate.edge.is.adde |
| 7600 | 64 2e 0a 0a 20 20 20 20 20 20 20 20 45 64 67 65 20 61 74 74 72 69 62 75 74 65 73 20 73 70 65 63 | d...........Edge.attributes.spec |
| 7620 | 69 66 69 65 64 20 69 6e 20 61 6e 20 65 62 75 6e 63 68 20 74 61 6b 65 20 70 72 65 63 65 64 65 6e | ified.in.an.ebunch.take.preceden |
| 7640 | 63 65 20 6f 76 65 72 0a 20 20 20 20 20 20 20 20 61 74 74 72 69 62 75 74 65 73 20 73 70 65 63 69 | ce.over.........attributes.speci |
| 7660 | 66 69 65 64 20 76 69 61 20 6b 65 79 77 6f 72 64 20 61 72 67 75 6d 65 6e 74 73 2e 0a 0a 20 20 20 | fied.via.keyword.arguments...... |
| 7680 | 20 20 20 20 20 57 68 65 6e 20 61 64 64 69 6e 67 20 65 64 67 65 73 20 66 72 6f 6d 20 61 6e 20 69 | .....When.adding.edges.from.an.i |
| 76a0 | 74 65 72 61 74 6f 72 20 6f 76 65 72 20 74 68 65 20 67 72 61 70 68 20 79 6f 75 20 61 72 65 20 63 | terator.over.the.graph.you.are.c |
| 76c0 | 68 61 6e 67 69 6e 67 2c 0a 20 20 20 20 20 20 20 20 61 20 60 52 75 6e 74 69 6d 65 45 72 72 6f 72 | hanging,.........a.`RuntimeError |
| 76e0 | 60 20 63 61 6e 20 62 65 20 72 61 69 73 65 64 20 77 69 74 68 20 6d 65 73 73 61 67 65 3a 0a 20 20 | `.can.be.raised.with.message:... |
| 7700 | 20 20 20 20 20 20 60 52 75 6e 74 69 6d 65 45 72 72 6f 72 3a 20 64 69 63 74 69 6f 6e 61 72 79 20 | ......`RuntimeError:.dictionary. |
| 7720 | 63 68 61 6e 67 65 64 20 73 69 7a 65 20 64 75 72 69 6e 67 20 69 74 65 72 61 74 69 6f 6e 60 2e 20 | changed.size.during.iteration`.. |
| 7740 | 54 68 69 73 0a 20 20 20 20 20 20 20 20 68 61 70 70 65 6e 73 20 77 68 65 6e 20 74 68 65 20 67 72 | This.........happens.when.the.gr |
| 7760 | 61 70 68 27 73 20 75 6e 64 65 72 6c 79 69 6e 67 20 64 69 63 74 69 6f 6e 61 72 79 20 69 73 20 6d | aph's.underlying.dictionary.is.m |
| 7780 | 6f 64 69 66 69 65 64 20 64 75 72 69 6e 67 0a 20 20 20 20 20 20 20 20 69 74 65 72 61 74 69 6f 6e | odified.during.........iteration |
| 77a0 | 2e 20 54 6f 20 61 76 6f 69 64 20 74 68 69 73 20 65 72 72 6f 72 2c 20 65 76 61 6c 75 61 74 65 20 | ..To.avoid.this.error,.evaluate. |
| 77c0 | 74 68 65 20 69 74 65 72 61 74 6f 72 20 69 6e 74 6f 20 61 20 73 65 70 61 72 61 74 65 0a 20 20 20 | the.iterator.into.a.separate.... |
| 77e0 | 20 20 20 20 20 6f 62 6a 65 63 74 2c 20 65 2e 67 2e 20 62 79 20 75 73 69 6e 67 20 60 6c 69 73 74 | .....object,.e.g..by.using.`list |
| 7800 | 28 69 74 65 72 61 74 6f 72 5f 6f 66 5f 65 64 67 65 73 29 60 2c 20 61 6e 64 20 70 61 73 73 20 74 | (iterator_of_edges)`,.and.pass.t |
| 7820 | 68 69 73 0a 20 20 20 20 20 20 20 20 6f 62 6a 65 63 74 20 74 6f 20 60 47 2e 61 64 64 5f 65 64 67 | his.........object.to.`G.add_edg |
| 7840 | 65 73 5f 66 72 6f 6d 60 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 | es_from`...........Examples..... |
| 7860 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e | ....--------.........>>>.G.=.nx. |
| 7880 | 47 72 61 70 68 28 29 20 20 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 47 72 61 70 | Graph()..#.or.DiGraph,.MultiGrap |
| 78a0 | 68 2c 20 4d 75 6c 74 69 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 20 20 20 20 20 20 3e 3e 3e | h,.MultiDiGraph,.etc.........>>> |
| 78c0 | 20 47 2e 61 64 64 5f 65 64 67 65 73 5f 66 72 6f 6d 28 5b 28 30 2c 20 31 29 2c 20 28 31 2c 20 32 | .G.add_edges_from([(0,.1),.(1,.2 |
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| 7900 | 65 73 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 65 20 3d 20 7a 69 70 28 72 61 6e 67 65 28 30 2c 20 | es.........>>>.e.=.zip(range(0,. |
| 7920 | 33 29 2c 20 72 61 6e 67 65 28 31 2c 20 34 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 61 | 3),.range(1,.4)).........>>>.G.a |
| 7940 | 64 64 5f 65 64 67 65 73 5f 66 72 6f 6d 28 65 29 20 20 23 20 41 64 64 20 74 68 65 20 70 61 74 68 | dd_edges_from(e)..#.Add.the.path |
| 7960 | 20 67 72 61 70 68 20 30 2d 31 2d 32 2d 33 0a 0a 20 20 20 20 20 20 20 20 41 73 73 6f 63 69 61 74 | .graph.0-1-2-3..........Associat |
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| 79e0 | 73 5f 66 72 6f 6d 28 5b 28 33 2c 20 34 29 2c 20 28 31 2c 20 34 29 5d 2c 20 6c 61 62 65 6c 3d 22 | s_from([(3,.4),.(1,.4)],.label=" |
| 7a00 | 57 4e 32 38 39 38 22 29 0a 0a 20 20 20 20 20 20 20 20 45 76 61 6c 75 61 74 65 20 61 6e 20 69 74 | WN2898")..........Evaluate.an.it |
| 7a20 | 65 72 61 74 6f 72 20 6f 76 65 72 20 61 20 67 72 61 70 68 20 69 66 20 75 73 69 6e 67 20 69 74 20 | erator.over.a.graph.if.using.it. |
| 7a40 | 74 6f 20 6d 6f 64 69 66 79 20 74 68 65 20 73 61 6d 65 20 67 72 61 70 68 0a 0a 20 20 20 20 20 20 | to.modify.the.same.graph........ |
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| 7ac0 | 65 64 67 65 73 20 74 6f 20 61 6c 6c 20 65 78 69 73 74 69 6e 67 20 6e 6f 64 65 73 2e 0a 20 20 20 | edges.to.all.existing.nodes..... |
| 7ae0 | 20 20 20 20 20 3e 3e 3e 20 23 20 77 72 6f 6e 67 20 77 61 79 20 2d 20 77 69 6c 6c 20 72 61 69 73 | .....>>>.#.wrong.way.-.will.rais |
| 7b00 | 65 20 52 75 6e 74 69 6d 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 20 47 2e 61 | e.RuntimeError.........>>>.#.G.a |
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| 7b40 | 2e 6e 6f 64 65 73 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 20 72 69 67 68 74 20 77 61 79 | .nodes)).........>>>.#.right.way |
| 7b60 | 20 2d 20 6e 6f 74 65 20 74 68 61 74 20 74 68 65 72 65 20 77 69 6c 6c 20 62 65 20 6e 6f 20 73 65 | .-.note.that.there.will.be.no.se |
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| 7be0 | 00 7a 0b 45 64 67 65 20 74 75 70 6c 65 20 7a 1e 20 6d 75 73 74 20 62 65 20 61 20 32 2d 74 75 70 | .z.Edge.tuple.z..must.be.a.2-tup |
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| 7c40 | 00 00 00 72 67 00 00 00 72 68 00 00 00 72 3e 00 00 00 72 4c 00 00 00 72 4d 00 00 00 29 09 72 1f | ...rg...rh...r>...rL...rM...).r. |
| 7c60 | 00 00 00 da 0d 65 62 75 6e 63 68 5f 74 6f 5f 61 64 64 72 40 00 00 00 da 01 65 da 02 6e 65 72 60 | .....ebunch_to_addr@.....e..ner` |
| 7c80 | 00 00 00 72 6b 00 00 00 da 02 64 64 72 6c 00 00 00 73 09 00 00 00 20 20 20 20 20 20 20 20 20 72 | ...rk.....ddrl...s.............r |
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| 7d00 | 11 13 90 71 92 17 d8 17 18 91 04 90 01 90 31 d8 15 17 91 02 e4 16 23 a0 6b b0 21 b0 13 d0 34 52 | ...q..........1.......#.k.!...4R |
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| 7d40 | d3 1a 3d d0 14 3d d8 20 24 d7 20 3f d1 20 3f d3 20 41 90 04 97 0a 91 0a 98 31 91 0d d8 20 24 d7 | ..=..=..$..?..?..A.......1....$. |
| 7d60 | 20 3f d1 20 3f d3 20 41 90 04 97 0a 91 0a 98 31 91 0d d8 20 24 d7 20 3b d1 20 3b d3 20 3d 90 04 | .?..?..A.......1....$..;..;..=.. |
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| 7da0 | 1a 3d d0 14 3d d8 20 24 d7 20 3f d1 20 3f d3 20 41 90 04 97 0a 91 0a 98 31 91 0d d8 20 24 d7 20 | .=..=..$..?..?..A.......1....$.. |
| 7dc0 | 3f d1 20 3f d3 20 41 90 04 97 0a 91 0a 98 31 91 0d d8 20 24 d7 20 3b d1 20 3b d3 20 3d 90 04 97 | ?..?..A.......1....$..;..;..=... |
| 7de0 | 0a 91 0a 98 31 91 0d d8 17 1b 97 79 91 79 a0 11 91 7c d7 17 27 d1 17 27 a8 01 a8 34 d7 2b 46 d1 | ....1......y.y...|..'..'...4.+F. |
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| 7e20 | 0c 1f d8 1f 27 88 44 8f 4a 89 4a 90 71 89 4d 98 21 d1 0c 1c d8 1f 27 88 44 8f 4a 89 4a 90 71 89 | ....'.D.J.J.q.M.!.....'.D.J.J.q. |
| 7e40 | 4d 98 21 d3 0c 1c f0 33 19 09 28 f4 34 00 09 0b 8f 0f 89 0f 98 04 d5 08 1d 72 27 00 00 00 63 03 | M.!....3..(.4............r'...c. |
| 7e60 | 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 03 00 00 00 f3 b8 00 00 00 97 00 09 00 7c 00 6a 00 | ............................|.j. |
| 7e80 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 19 00 00 00 7c 02 3d 00 7c 00 6a 02 | ..................|.....|.=.|.j. |
| 7ea0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 02 19 00 00 00 7c 01 3d 00 74 09 00 00 | ..................|.....|.=.t... |
| 7ec0 | 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 7c 00 ab 01 00 00 | ......j...................|..... |
| 7ee0 | 00 00 00 00 01 00 79 04 23 00 74 04 00 00 00 00 00 00 00 00 24 00 72 18 7d 03 74 07 00 00 00 00 | ......y.#.t.........$.r.}.t..... |
| 7f00 | 00 00 00 00 64 01 7c 01 9b 00 64 02 7c 02 9b 00 64 03 9d 05 ab 01 00 00 00 00 00 00 7c 03 82 02 | ....d.|...d.|...d...........|... |
| 7f20 | 64 04 7d 03 7e 03 77 01 77 00 78 03 59 00 77 01 29 05 61 d7 02 00 00 52 65 6d 6f 76 65 20 74 68 | d.}.~.w.w.x.Y.w.).a....Remove.th |
| 7f40 | 65 20 65 64 67 65 20 62 65 74 77 65 65 6e 20 75 20 61 6e 64 20 76 2e 0a 0a 20 20 20 20 20 20 20 | e.edge.between.u.and.v.......... |
| 7f60 | 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 2d 2d 0a 20 | .Parameters.........----------.. |
| 7f80 | 20 20 20 20 20 20 20 75 2c 20 76 20 3a 20 6e 6f 64 65 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .......u,.v.:.nodes............. |
| 7fa0 | 52 65 6d 6f 76 65 20 74 68 65 20 65 64 67 65 20 62 65 74 77 65 65 6e 20 6e 6f 64 65 73 20 75 20 | Remove.the.edge.between.nodes.u. |
| 7fc0 | 61 6e 64 20 76 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d | and.v...........Raises.........- |
| 7fe0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 4e 65 74 77 6f 72 6b 58 45 72 72 6f 72 0a 20 20 20 20 | -----.........NetworkXError..... |
| 8000 | 20 20 20 20 20 20 20 20 49 66 20 74 68 65 72 65 20 69 73 20 6e 6f 74 20 61 6e 20 65 64 67 65 20 | ........If.there.is.not.an.edge. |
| 8020 | 62 65 74 77 65 65 6e 20 75 20 61 6e 64 20 76 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c | between.u.and.v...........See.Al |
| 8040 | 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 65 6d 6f | so.........--------.........remo |
| 8060 | 76 65 5f 65 64 67 65 73 5f 66 72 6f 6d 20 3a 20 72 65 6d 6f 76 65 20 61 20 63 6f 6c 6c 65 63 74 | ve_edges_from.:.remove.a.collect |
| 8080 | 69 6f 6e 20 6f 66 20 65 64 67 65 73 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 | ion.of.edges..........Examples.. |
| 80a0 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 | .......--------.........>>>.G.=. |
| 80c0 | 6e 78 2e 47 72 61 70 68 28 29 20 20 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 | nx.Graph()..#.or.DiGraph,.etc... |
| 80e0 | 20 20 20 20 20 20 3e 3e 3e 20 6e 78 2e 61 64 64 5f 70 61 74 68 28 47 2c 20 5b 30 2c 20 31 2c 20 | ......>>>.nx.add_path(G,.[0,.1,. |
| 8100 | 32 2c 20 33 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 72 65 6d 6f 76 65 5f 65 64 67 65 | 2,.3]).........>>>.G.remove_edge |
| 8120 | 28 30 2c 20 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 65 20 3d 20 28 31 2c 20 32 29 0a 20 20 | (0,.1).........>>>.e.=.(1,.2)... |
| 8140 | 20 20 20 20 20 20 3e 3e 3e 20 47 2e 72 65 6d 6f 76 65 5f 65 64 67 65 28 2a 65 29 20 20 23 20 75 | ......>>>.G.remove_edge(*e)..#.u |
| 8160 | 6e 70 61 63 6b 73 20 65 20 66 72 6f 6d 20 61 6e 20 65 64 67 65 20 74 75 70 6c 65 0a 20 20 20 20 | npacks.e.from.an.edge.tuple..... |
| 8180 | 20 20 20 20 3e 3e 3e 20 65 20 3d 20 28 32 2c 20 33 2c 20 7b 22 77 65 69 67 68 74 22 3a 20 37 7d | ....>>>.e.=.(2,.3,.{"weight":.7} |
| 81a0 | 29 20 20 23 20 61 6e 20 65 64 67 65 20 77 69 74 68 20 61 74 74 72 69 62 75 74 65 20 64 61 74 61 | )..#.an.edge.with.attribute.data |
| 81c0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 2e 72 65 6d 6f 76 65 5f 65 64 67 65 28 2a 65 5b 3a 32 | .........>>>.G.remove_edge(*e[:2 |
| 81e0 | 5d 29 20 20 23 20 73 65 6c 65 63 74 20 66 69 72 73 74 20 70 61 72 74 20 6f 66 20 65 64 67 65 20 | ])..#.select.first.part.of.edge. |
| 8200 | 74 75 70 6c 65 0a 20 20 20 20 20 20 20 20 7a 09 54 68 65 20 65 64 67 65 20 fa 01 2d 7a 0e 20 6e | tuple.........z.The.edge...-z..n |
| 8220 | 6f 74 20 69 6e 20 67 72 61 70 68 2e 4e 29 06 72 14 00 00 00 72 31 00 00 00 72 5d 00 00 00 72 0e | ot.in.graph.N).r....r1...r]...r. |
| 8240 | 00 00 00 72 4c 00 00 00 72 4d 00 00 00 29 04 72 1f 00 00 00 72 60 00 00 00 72 6b 00 00 00 72 5f | ...rL...rM...).r....r`...rk...r_ |
| 8260 | 00 00 00 73 04 00 00 00 20 20 20 20 72 25 00 00 00 da 0b 72 65 6d 6f 76 65 5f 65 64 67 65 7a 13 | ...s........r%.....remove_edgez. |
| 8280 | 44 69 47 72 61 70 68 2e 72 65 6d 6f 76 65 5f 65 64 67 65 34 03 00 00 73 66 00 00 00 80 00 f0 36 | DiGraph.remove_edge4...sf......6 |
| 82a0 | 04 09 4c 01 d8 10 14 97 0a 91 0a 98 31 91 0d 98 61 d0 10 20 d8 10 14 97 0a 91 0a 98 31 91 0d 98 | ..L.........1...a...........1... |
| 82c0 | 61 d0 10 20 f4 06 00 09 0b 8f 0f 89 0f 98 04 d5 08 1d f8 f4 05 00 10 18 f2 00 01 09 4c 01 dc 12 | a...........................L... |
| 82e0 | 1f a0 29 a8 41 a8 33 a8 61 b0 01 a8 73 b0 2e d0 20 41 d3 12 42 c8 03 d0 0c 4b fb f0 03 01 09 4c | ..).A.3.a...s....A..B....K.....L |
| 8300 | 01 fa 73 15 00 00 00 82 20 38 00 b8 09 41 19 03 c1 01 13 41 14 03 c1 14 05 41 19 03 63 02 00 00 | ..s......8...A.....A.....A..c... |
| 8320 | 00 00 00 00 00 00 00 00 00 04 00 00 00 03 00 00 00 f3 ce 00 00 00 97 00 7c 01 44 00 5d 4b 00 00 | ........................|.D.]K.. |
| 8340 | 7d 02 7c 02 64 01 64 02 1a 00 5c 02 00 00 7d 03 7d 04 7c 03 7c 00 6a 00 00 00 00 00 00 00 00 00 | }.|.d.d...\...}.}.|.|.j......... |
| 8360 | 00 00 00 00 00 00 00 00 00 00 76 00 73 01 8c 1a 7c 04 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 | ..........v.s...|.|.j........... |
| 8380 | 00 00 00 00 00 00 00 00 7c 03 19 00 00 00 76 00 73 01 8c 2c 7c 00 6a 00 00 00 00 00 00 00 00 00 | ........|.....v.s..,|.j......... |
| 83a0 | 00 00 00 00 00 00 00 00 00 00 7c 03 19 00 00 00 7c 04 3d 00 7c 00 6a 02 00 00 00 00 00 00 00 00 | ..........|.....|.=.|.j......... |
| 83c0 | 00 00 00 00 00 00 00 00 00 00 7c 04 19 00 00 00 7c 03 3d 00 8c 4d 04 00 74 05 00 00 00 00 00 00 | ..........|.....|.=..M..t....... |
| 83e0 | 00 00 6a 06 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 | ..j...................|......... |
| 8400 | 01 00 79 01 29 03 61 da 02 00 00 52 65 6d 6f 76 65 20 61 6c 6c 20 65 64 67 65 73 20 73 70 65 63 | ..y.).a....Remove.all.edges.spec |
| 8420 | 69 66 69 65 64 20 69 6e 20 65 62 75 6e 63 68 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 | ified.in.ebunch...........Parame |
| 8440 | 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 | ters.........----------......... |
| 8460 | 65 62 75 6e 63 68 3a 20 6c 69 73 74 20 6f 72 20 63 6f 6e 74 61 69 6e 65 72 20 6f 66 20 65 64 67 | ebunch:.list.or.container.of.edg |
| 8480 | 65 20 74 75 70 6c 65 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 45 61 63 68 20 65 64 67 65 20 67 | e.tuples.............Each.edge.g |
| 84a0 | 69 76 65 6e 20 69 6e 20 74 68 65 20 6c 69 73 74 20 6f 72 20 63 6f 6e 74 61 69 6e 65 72 20 77 69 | iven.in.the.list.or.container.wi |
| 84c0 | 6c 6c 20 62 65 20 72 65 6d 6f 76 65 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 66 72 6f 6d 20 74 | ll.be.removed.............from.t |
| 84e0 | 68 65 20 67 72 61 70 68 2e 20 54 68 65 20 65 64 67 65 73 20 63 61 6e 20 62 65 3a 0a 0a 20 20 20 | he.graph..The.edges.can.be:..... |
| 8500 | 20 20 20 20 20 20 20 20 20 20 20 20 20 2d 20 32 2d 74 75 70 6c 65 73 20 28 75 2c 20 76 29 20 65 | .............-.2-tuples.(u,.v).e |
| 8520 | 64 67 65 20 62 65 74 77 65 65 6e 20 75 20 61 6e 64 20 76 2e 0a 20 20 20 20 20 20 20 20 20 20 20 | dge.between.u.and.v............. |
| 8540 | 20 20 20 20 20 2d 20 33 2d 74 75 70 6c 65 73 20 28 75 2c 20 76 2c 20 6b 29 20 77 68 65 72 65 20 | .....-.3-tuples.(u,.v,.k).where. |
| 8560 | 6b 20 69 73 20 69 67 6e 6f 72 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a | k.is.ignored...........See.Also. |
| 8580 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 65 6d 6f 76 65 5f | ........--------.........remove_ |
| 85a0 | 65 64 67 65 20 3a 20 72 65 6d 6f 76 65 20 61 20 73 69 6e 67 6c 65 20 65 64 67 65 0a 0a 20 20 20 | edge.:.remove.a.single.edge..... |
| 85c0 | 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 20 20 20 20 20 | .....Notes.........-----........ |
| 85e0 | 20 57 69 6c 6c 20 66 61 69 6c 20 73 69 6c 65 6e 74 6c 79 20 69 66 20 61 6e 20 65 64 67 65 20 69 | .Will.fail.silently.if.an.edge.i |
| 8600 | 6e 20 65 62 75 6e 63 68 20 69 73 20 6e 6f 74 20 69 6e 20 74 68 65 20 67 72 61 70 68 2e 0a 0a 20 | n.ebunch.is.not.in.the.graph.... |
| 8620 | 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d | .......Examples.........-------- |
| 8640 | 0a 20 20 20 20 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 | .........>>>.G.=.nx.path_graph(4 |
| 8660 | 29 20 20 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 47 72 61 70 68 2c 20 4d 75 6c | )..#.or.DiGraph,.MultiGraph,.Mul |
| 8680 | 74 69 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 65 62 75 6e 63 | tiDiGraph,.etc.........>>>.ebunc |
| 86a0 | 68 20 3d 20 5b 28 31 2c 20 32 29 2c 20 28 32 2c 20 33 29 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e | h.=.[(1,.2),.(2,.3)].........>>> |
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| 8dc0 | 00 64 01 7c 01 9b 00 64 02 9d 03 ab 01 00 00 00 00 00 00 7c 02 82 02 64 03 7d 02 7e 02 77 01 77 | .d.|...d...........|...d.}.~.w.w |
| 8de0 | 00 78 03 59 00 77 01 29 04 61 84 01 00 00 52 65 74 75 72 6e 73 20 61 6e 20 69 74 65 72 61 74 6f | .x.Y.w.).a....Returns.an.iterato |
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| 8e40 | 6e 6f 64 65 20 6d 20 73 75 63 68 20 74 68 61 74 20 74 68 65 72 65 20 65 78 69 73 74 73 20 61 20 | node.m.such.that.there.exists.a. |
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| 9020 | 00 00 00 00 00 00 00 00 03 00 00 00 03 00 00 00 f3 18 00 00 00 97 00 74 01 00 00 00 00 00 00 00 | .......................t........ |
| 9040 | 00 7c 00 ab 01 00 00 00 00 00 00 53 00 29 01 61 97 09 00 00 41 6e 20 4f 75 74 45 64 67 65 56 69 | .|.........S.).a....An.OutEdgeVi |
| 9060 | 65 77 20 6f 66 20 74 68 65 20 44 69 47 72 61 70 68 20 61 73 20 47 2e 65 64 67 65 73 20 6f 72 20 | ew.of.the.DiGraph.as.G.edges.or. |
| 9080 | 47 2e 65 64 67 65 73 28 29 2e 0a 0a 20 20 20 20 20 20 20 20 65 64 67 65 73 28 73 65 6c 66 2c 20 | G.edges()...........edges(self,. |
| 90a0 | 6e 62 75 6e 63 68 3d 4e 6f 6e 65 2c 20 64 61 74 61 3d 46 61 6c 73 65 2c 20 64 65 66 61 75 6c 74 | nbunch=None,.data=False,.default |
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| 90e0 | 70 72 6f 76 69 64 65 73 20 73 65 74 2d 6c 69 6b 65 20 6f 70 65 72 61 74 69 6f 6e 73 20 6f 6e 20 | provides.set-like.operations.on. |
| 9100 | 74 68 65 20 65 64 67 65 2d 74 75 70 6c 65 73 0a 20 20 20 20 20 20 20 20 61 73 20 77 65 6c 6c 20 | the.edge-tuples.........as.well. |
| 9120 | 61 73 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 6c 6f 6f 6b 75 70 2e 20 57 68 65 6e 20 63 | as.edge.attribute.lookup..When.c |
| 9140 | 61 6c 6c 65 64 2c 20 69 74 20 61 6c 73 6f 20 70 72 6f 76 69 64 65 73 0a 20 20 20 20 20 20 20 20 | alled,.it.also.provides......... |
| 9160 | 61 6e 20 45 64 67 65 44 61 74 61 56 69 65 77 20 6f 62 6a 65 63 74 20 77 68 69 63 68 20 61 6c 6c | an.EdgeDataView.object.which.all |
| 9180 | 6f 77 73 20 63 6f 6e 74 72 6f 6c 20 6f 66 20 61 63 63 65 73 73 20 74 6f 20 65 64 67 65 0a 20 20 | ows.control.of.access.to.edge... |
| 91a0 | 20 20 20 20 20 20 61 74 74 72 69 62 75 74 65 73 20 28 62 75 74 20 64 6f 65 73 20 6e 6f 74 20 70 | ......attributes.(but.does.not.p |
| 91c0 | 72 6f 76 69 64 65 20 73 65 74 2d 6c 69 6b 65 20 6f 70 65 72 61 74 69 6f 6e 73 29 2e 0a 20 20 20 | rovide.set-like.operations)..... |
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| 9240 | 60 28 75 2c 20 76 29 60 20 77 68 69 6c 65 0a 20 20 20 20 20 20 20 20 60 66 6f 72 20 28 75 2c 20 | `(u,.v)`.while.........`for.(u,. |
| 9260 | 76 2c 20 63 29 20 69 6e 20 47 2e 65 64 67 65 73 2e 64 61 74 61 28 27 63 6f 6c 6f 72 27 2c 20 64 | v,.c).in.G.edges.data('color',.d |
| 9280 | 65 66 61 75 6c 74 3d 27 72 65 64 27 29 3a 60 0a 20 20 20 20 20 20 20 20 69 74 65 72 61 74 65 73 | efault='red'):`.........iterates |
| 92a0 | 20 74 68 72 6f 75 67 68 20 61 6c 6c 20 74 68 65 20 65 64 67 65 73 20 79 69 65 6c 64 69 6e 67 20 | .through.all.the.edges.yielding. |
| 92c0 | 74 68 65 20 63 6f 6c 6f 72 20 61 74 74 72 69 62 75 74 65 0a 20 20 20 20 20 20 20 20 77 69 74 68 | the.color.attribute.........with |
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| 9340 | 75 6e 63 68 20 3a 20 73 69 6e 67 6c 65 20 6e 6f 64 65 2c 20 63 6f 6e 74 61 69 6e 65 72 2c 20 6f | unch.:.single.node,.container,.o |
| 9360 | 72 20 61 6c 6c 20 6e 6f 64 65 73 20 28 64 65 66 61 75 6c 74 3d 20 61 6c 6c 20 6e 6f 64 65 73 29 | r.all.nodes.(default=.all.nodes) |
| 9380 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 76 69 65 77 20 77 69 6c 6c 20 6f 6e 6c 79 20 | .............The.view.will.only. |
| 93a0 | 72 65 70 6f 72 74 20 65 64 67 65 73 20 66 72 6f 6d 20 74 68 65 73 65 20 6e 6f 64 65 73 2e 0a 20 | report.edges.from.these.nodes... |
| 93c0 | 20 20 20 20 20 20 20 64 61 74 61 20 3a 20 73 74 72 69 6e 67 20 6f 72 20 62 6f 6f 6c 2c 20 6f 70 | .......data.:.string.or.bool,.op |
| 93e0 | 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 20 | tional.(default=False).......... |
| 9400 | 20 20 20 54 68 65 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 72 65 74 75 72 6e 65 64 20 69 | ...The.edge.attribute.returned.i |
| 9420 | 6e 20 33 2d 74 75 70 6c 65 20 28 75 2c 20 76 2c 20 64 64 69 63 74 5b 64 61 74 61 5d 29 2e 0a 20 | n.3-tuple.(u,.v,.ddict[data])... |
| 9440 | 20 20 20 20 20 20 20 20 20 20 20 49 66 20 54 72 75 65 2c 20 72 65 74 75 72 6e 20 65 64 67 65 20 | ...........If.True,.return.edge. |
| 9460 | 61 74 74 72 69 62 75 74 65 20 64 69 63 74 20 69 6e 20 33 2d 74 75 70 6c 65 20 28 75 2c 20 76 2c | attribute.dict.in.3-tuple.(u,.v, |
| 9480 | 20 64 64 69 63 74 29 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 46 61 6c 73 65 2c 20 72 | .ddict)..............If.False,.r |
| 94a0 | 65 74 75 72 6e 20 32 2d 74 75 70 6c 65 20 28 75 2c 20 76 29 2e 0a 20 20 20 20 20 20 20 20 64 65 | eturn.2-tuple.(u,.v)..........de |
| 94c0 | 66 61 75 6c 74 20 3a 20 76 61 6c 75 65 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 | fault.:.value,.optional.(default |
| 94e0 | 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 75 73 65 64 20 66 6f | =None).............Value.used.fo |
| 9500 | 72 20 65 64 67 65 73 20 74 68 61 74 20 64 6f 6e 27 74 20 68 61 76 65 20 74 68 65 20 72 65 71 75 | r.edges.that.don't.have.the.requ |
| 9520 | 65 73 74 65 64 20 61 74 74 72 69 62 75 74 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 6e 6c | ested.attribute..............Onl |
| 9540 | 79 20 72 65 6c 65 76 61 6e 74 20 69 66 20 64 61 74 61 20 69 73 20 6e 6f 74 20 54 72 75 65 20 6f | y.relevant.if.data.is.not.True.o |
| 9560 | 72 20 46 61 6c 73 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 | r.False...........Returns....... |
| 9580 | 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 65 64 67 65 73 20 3a 20 4f 75 74 45 64 67 | ..-------.........edges.:.OutEdg |
| 95a0 | 65 56 69 65 77 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 20 76 69 65 77 20 6f 66 20 65 64 67 65 | eView.............A.view.of.edge |
| 95c0 | 20 61 74 74 72 69 62 75 74 65 73 2c 20 75 73 75 61 6c 6c 79 20 69 74 20 69 74 65 72 61 74 65 73 | .attributes,.usually.it.iterates |
| 95e0 | 20 6f 76 65 72 20 28 75 2c 20 76 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 6f 72 20 28 75 2c 20 | .over.(u,.v).............or.(u,. |
| 9600 | 76 2c 20 64 29 20 74 75 70 6c 65 73 20 6f 66 20 65 64 67 65 73 2c 20 62 75 74 20 63 61 6e 20 61 | v,.d).tuples.of.edges,.but.can.a |
| 9620 | 6c 73 6f 20 62 65 20 75 73 65 64 20 66 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 74 74 72 | lso.be.used.for.............attr |
| 9640 | 69 62 75 74 65 20 6c 6f 6f 6b 75 70 20 61 73 20 60 65 64 67 65 73 5b 75 2c 20 76 5d 5b 27 66 6f | ibute.lookup.as.`edges[u,.v]['fo |
| 9660 | 6f 27 5d 60 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 | o']`...........See.Also......... |
| 9680 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 69 6e 5f 65 64 67 65 73 2c 20 6f 75 74 5f 65 | --------.........in_edges,.out_e |
| 96a0 | 64 67 65 73 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 | dges..........Notes.........---- |
| 96c0 | 2d 0a 20 20 20 20 20 20 20 20 4e 6f 64 65 73 20 69 6e 20 6e 62 75 6e 63 68 20 74 68 61 74 20 61 | -.........Nodes.in.nbunch.that.a |
| 96e0 | 72 65 20 6e 6f 74 20 69 6e 20 74 68 65 20 67 72 61 70 68 20 77 69 6c 6c 20 62 65 20 28 71 75 69 | re.not.in.the.graph.will.be.(qui |
| 9700 | 65 74 6c 79 29 20 69 67 6e 6f 72 65 64 2e 0a 20 20 20 20 20 20 20 20 46 6f 72 20 64 69 72 65 63 | etly).ignored..........For.direc |
| 9720 | 74 65 64 20 67 72 61 70 68 73 20 74 68 69 73 20 72 65 74 75 72 6e 73 20 74 68 65 20 6f 75 74 2d | ted.graphs.this.returns.the.out- |
| 9740 | 65 64 67 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 | edges...........Examples........ |
| 9760 | 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 44 69 47 | .--------.........>>>.G.=.nx.DiG |
| 9780 | 72 61 70 68 28 29 20 20 23 20 6f 72 20 4d 75 6c 74 69 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 | raph()..#.or.MultiDiGraph,.etc.. |
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| a480 | 73 20 72 65 71 75 65 73 74 65 64 2c 20 72 65 74 75 72 6e 73 20 74 68 65 20 64 65 67 72 65 65 20 | s.requested,.returns.the.degree. |
| a4a0 | 6f 66 20 74 68 65 20 6e 6f 64 65 20 61 73 20 61 6e 20 69 6e 74 65 67 65 72 2e 0a 0a 20 20 20 20 | of.the.node.as.an.integer....... |
| a4c0 | 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | ....See.Also.........--------... |
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| a500 | 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 | .....Examples.........--------.. |
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| a540 | 72 20 4d 75 6c 74 69 44 69 47 72 61 70 68 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 78 2e 61 64 | r.MultiDiGraph.........>>>.nx.ad |
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| a840 | 6e 74 61 69 6e 65 72 2c 20 6f 72 20 61 6c 6c 20 6e 6f 64 65 73 20 28 64 65 66 61 75 6c 74 3d 20 | ntainer,.or.all.nodes.(default=. |
| a860 | 61 6c 6c 20 6e 6f 64 65 73 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 76 69 65 77 20 | all.nodes).............The.view. |
| a880 | 77 69 6c 6c 20 6f 6e 6c 79 20 72 65 70 6f 72 74 20 65 64 67 65 73 20 69 6e 63 69 64 65 6e 74 20 | will.only.report.edges.incident. |
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| a900 | 20 61 6e 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 | .an.edge.attribute.that.holds.th |
| a920 | 65 20 6e 75 6d 65 72 69 63 61 6c 20 76 61 6c 75 65 20 75 73 65 64 0a 20 20 20 20 20 20 20 20 20 | e.numerical.value.used.......... |
| a940 | 20 20 61 73 20 61 20 77 65 69 67 68 74 2e 20 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 65 61 | ..as.a.weight...If.None,.then.ea |
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| a9a0 | 67 65 20 77 65 69 67 68 74 73 20 61 64 6a 61 63 65 6e 74 20 74 6f 20 74 68 65 20 6e 6f 64 65 2e | ge.weights.adjacent.to.the.node. |
| a9c0 | 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | ..........Returns.........------ |
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| aa80 | 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 69 74 65 72 61 74 6f 72 20 72 65 74 75 | or.............The.iterator.retu |
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| aec0 | 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 6e | .(default=None)............The.n |
| aee0 | 61 6d 65 20 6f 66 20 61 6e 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 74 68 61 74 20 68 6f | ame.of.an.edge.attribute.that.ho |
| af00 | 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 0a 20 20 20 | lds.the.numerical.value.used.... |
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| af60 | 20 20 20 20 20 20 20 54 68 65 20 64 65 67 72 65 65 20 69 73 20 74 68 65 20 73 75 6d 20 6f 66 20 | .......The.degree.is.the.sum.of. |
| af80 | 74 68 65 20 65 64 67 65 20 77 65 69 67 68 74 73 20 61 64 6a 61 63 65 6e 74 20 74 6f 20 74 68 65 | the.edge.weights.adjacent.to.the |
| afa0 | 20 6e 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 | .node...........Returns......... |
| afc0 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 49 66 20 61 20 73 69 6e 67 6c 65 20 6e 6f 64 65 | -------.........If.a.single.node |
| afe0 | 20 69 73 20 72 65 71 75 65 73 74 65 64 0a 20 20 20 20 20 20 20 20 64 65 67 20 3a 20 69 6e 74 0a | .is.requested.........deg.:.int. |
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| b040 | 20 61 72 65 20 72 65 71 75 65 73 74 65 64 0a 20 20 20 20 20 20 20 20 6e 64 5f 69 74 65 72 20 3a | .are.requested.........nd_iter.: |
| b060 | 20 69 74 65 72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 69 74 65 72 61 74 | .iterator.............The.iterat |
| b080 | 6f 72 20 72 65 74 75 72 6e 73 20 74 77 6f 2d 74 75 70 6c 65 73 20 6f 66 20 28 6e 6f 64 65 2c 20 | or.returns.two-tuples.of.(node,. |
| b0a0 | 6f 75 74 2d 64 65 67 72 65 65 29 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 | out-degree)...........See.Also.. |
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| b0e0 | 69 6e 5f 64 65 67 72 65 65 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 | in_degree..........Examples..... |
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| b120 | 44 69 47 72 61 70 68 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 78 2e 61 64 64 5f 70 61 74 | DiGraph().........>>>.nx.add_pat |
| b140 | 68 28 47 2c 20 5b 30 2c 20 31 2c 20 32 2c 20 33 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 | h(G,.[0,.1,.2,.3]).........>>>.G |
| b160 | 2e 6f 75 74 5f 64 65 67 72 65 65 28 30 29 20 20 23 20 6e 6f 64 65 20 30 20 77 69 74 68 20 64 65 | .out_degree(0)..#.node.0.with.de |
| b180 | 67 72 65 65 20 31 0a 20 20 20 20 20 20 20 20 31 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 69 73 | gree.1.........1.........>>>.lis |
| b1a0 | 74 28 47 2e 6f 75 74 5f 64 65 67 72 65 65 28 5b 30 2c 20 31 2c 20 32 5d 29 29 0a 20 20 20 20 20 | t(G.out_degree([0,.1,.2]))...... |
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| b1e0 | 20 20 20 20 20 29 01 72 0c 00 00 00 72 44 00 00 00 73 01 00 00 00 20 72 25 00 00 00 72 1a 00 00 | .....).r....rD...s.....r%...r... |
| b200 | 00 7a 12 44 69 47 72 61 70 68 2e 6f 75 74 5f 64 65 67 72 65 65 87 04 00 00 73 10 00 00 00 80 00 | .z.DiGraph.out_degree....s...... |
| b220 | f4 5a 01 00 10 1d 98 54 d3 0f 22 d0 08 22 72 27 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 | .Z.....T..".."r'...c............ |
| b240 | 03 00 00 00 03 00 00 00 f3 fe 00 00 00 97 00 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...............|.j.............. |
| b260 | 00 00 00 00 00 6a 03 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 | .....j.......................... |
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| b300 | 00 6a 03 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 01 00 74 | .j.............................t |
| b320 | 0b 00 00 00 00 00 00 00 00 6a 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 ab | .........j...................|.. |
| b340 | 01 00 00 00 00 00 00 01 00 79 01 29 02 61 54 01 00 00 52 65 6d 6f 76 65 20 61 6c 6c 20 6e 6f 64 | .........y.).aT...Remove.all.nod |
| b360 | 65 73 20 61 6e 64 20 65 64 67 65 73 20 66 72 6f 6d 20 74 68 65 20 67 72 61 70 68 2e 0a 0a 20 20 | es.and.edges.from.the.graph..... |
| b380 | 20 20 20 20 20 20 54 68 69 73 20 61 6c 73 6f 20 72 65 6d 6f 76 65 73 20 74 68 65 20 6e 61 6d 65 | ......This.also.removes.the.name |
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| b3c0 | 61 74 74 72 69 62 75 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 | attributes...........Examples... |
| b3e0 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e | ......--------.........>>>.G.=.n |
| b400 | 78 2e 70 61 74 68 5f 67 72 61 70 68 28 34 29 20 20 23 20 6f 72 20 44 69 47 72 61 70 68 2c 20 4d | x.path_graph(4)..#.or.DiGraph,.M |
| b420 | 75 6c 74 69 47 72 61 70 68 2c 20 4d 75 6c 74 69 44 69 47 72 61 70 68 2c 20 65 74 63 0a 20 20 20 | ultiGraph,.MultiDiGraph,.etc.... |
| b440 | 20 20 20 20 20 3e 3e 3e 20 47 2e 63 6c 65 61 72 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c | .....>>>.G.clear().........>>>.l |
| b460 | 69 73 74 28 47 2e 6e 6f 64 65 73 29 0a 20 20 20 20 20 20 20 20 5b 5d 0a 20 20 20 20 20 20 20 20 | ist(G.nodes).........[]......... |
| b480 | 3e 3e 3e 20 6c 69 73 74 28 47 2e 65 64 67 65 73 29 0a 20 20 20 20 20 20 20 20 5b 5d 0a 0a 20 20 | >>>.list(G.edges).........[].... |
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| b5a0 | 5d 12 00 00 7d 01 7c 01 6a 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 | ]...}.|.j....................... |
| b5c0 | 00 00 00 00 01 00 8c 14 04 00 7c 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..........|.j................... |
| b5e0 | 6a 03 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 44 00 5d 12 | j...........................D.]. |
| b600 | 00 00 7d 02 7c 02 6a 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 | ..}.|.j......................... |
| b620 | 00 00 01 00 8c 14 04 00 74 09 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 | ........t.........j............. |
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| b680 | 75 74 20 61 6c 74 65 72 69 6e 67 20 6e 6f 64 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d | ut.altering.nodes...........Exam |
| b6a0 | 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e | ples.........--------.........>> |
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| b740 | 20 20 5b 30 2c 20 31 2c 20 32 2c 20 33 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 69 73 74 28 | ..[0,.1,.2,.3].........>>>.list( |
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| b780 | 72 31 00 00 00 da 06 76 61 6c 75 65 73 72 93 00 00 00 72 14 00 00 00 72 4c 00 00 00 72 4d 00 00 | r1.....valuesr....r....rL...rM.. |
| b7a0 | 00 29 03 72 1f 00 00 00 da 10 70 72 65 64 65 63 65 73 73 6f 72 5f 64 69 63 74 da 0e 73 75 63 63 | .).r......predecessor_dict..succ |
| b7c0 | 65 73 73 6f 72 5f 64 69 63 74 73 03 00 00 00 20 20 20 72 25 00 00 00 da 0b 63 6c 65 61 72 5f 65 | essor_dicts.......r%.....clear_e |
| b7e0 | 64 67 65 73 7a 13 44 69 47 72 61 70 68 2e 63 6c 65 61 72 5f 65 64 67 65 73 cb 04 00 00 73 61 00 | dgesz.DiGraph.clear_edges....sa. |
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| b880 | 00 00 97 00 79 01 29 02 7a 37 52 65 74 75 72 6e 73 20 54 72 75 65 20 69 66 20 67 72 61 70 68 20 | ....y.).z7Returns.True.if.graph. |
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| b8c0 | 2e 46 72 2d 00 00 00 72 44 00 00 00 73 01 00 00 00 20 72 25 00 00 00 da 0d 69 73 5f 6d 75 6c 74 | .Fr-...rD...s.....r%.....is_mult |
| b8e0 | 69 67 72 61 70 68 7a 15 44 69 47 72 61 70 68 2e 69 73 5f 6d 75 6c 74 69 67 72 61 70 68 de 04 00 | igraphz.DiGraph.is_multigraph... |
| b900 | 00 73 05 00 00 00 80 00 e0 0f 14 72 27 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .s.........r'...c............... |
| b920 | 00 03 00 00 00 f3 04 00 00 00 97 00 79 01 29 02 7a 33 52 65 74 75 72 6e 73 20 54 72 75 65 20 69 | ............y.).z3Returns.True.i |
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| b960 | 77 69 73 65 2e 54 72 2d 00 00 00 72 44 00 00 00 73 01 00 00 00 20 72 25 00 00 00 da 0b 69 73 5f | wise.Tr-...rD...s.....r%.....is_ |
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