| ofs | hex dump | ascii |
|---|
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| 0260 | 6e 73 20 74 6f 20 63 6f 6e 76 65 72 74 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 73 20 74 6f | ns.to.convert.NetworkX.graphs.to |
| 0280 | 20 61 6e 64 20 66 72 6f 6d 20 63 6f 6d 6d 6f 6e 20 64 61 74 61 20 63 6f 6e 74 61 69 6e 65 72 73 | .and.from.common.data.containers |
| 02a0 | 0a 6c 69 6b 65 20 6e 75 6d 70 79 20 61 72 72 61 79 73 2c 20 73 63 69 70 79 20 73 70 61 72 73 65 | .like.numpy.arrays,.scipy.sparse |
| 02c0 | 20 61 72 72 61 79 73 2c 20 61 6e 64 20 70 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d 65 73 2e 0a | .arrays,.and.pandas.DataFrames.. |
| 02e0 | 0a 54 68 65 20 70 72 65 66 65 72 72 65 64 20 77 61 79 20 6f 66 20 63 6f 6e 76 65 72 74 69 6e 67 | .The.preferred.way.of.converting |
| 0300 | 20 64 61 74 61 20 74 6f 20 61 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 69 73 20 74 68 72 | .data.to.a.NetworkX.graph.is.thr |
| 0320 | 6f 75 67 68 20 74 68 65 0a 67 72 61 70 68 20 63 6f 6e 73 74 72 75 63 74 6f 72 2e 20 20 54 68 65 | ough.the.graph.constructor...The |
| 0340 | 20 63 6f 6e 73 74 72 75 63 74 6f 72 20 63 61 6c 6c 73 20 74 68 65 20 60 7e 6e 65 74 77 6f 72 6b | .constructor.calls.the.`~network |
| 0360 | 78 2e 63 6f 6e 76 65 72 74 2e 74 6f 5f 6e 65 74 77 6f 72 6b 78 5f 67 72 61 70 68 60 0a 66 75 6e | x.convert.to_networkx_graph`.fun |
| 0380 | 63 74 69 6f 6e 20 77 68 69 63 68 20 61 74 74 65 6d 70 74 73 20 74 6f 20 67 75 65 73 73 20 74 68 | ction.which.attempts.to.guess.th |
| 03a0 | 65 20 69 6e 70 75 74 20 74 79 70 65 20 61 6e 64 20 63 6f 6e 76 65 72 74 20 69 74 20 61 75 74 6f | e.input.type.and.convert.it.auto |
| 03c0 | 6d 61 74 69 63 61 6c 6c 79 2e 0a 0a 45 78 61 6d 70 6c 65 73 0a 2d 2d 2d 2d 2d 2d 2d 2d 0a 43 72 | matically...Examples.--------.Cr |
| 03e0 | 65 61 74 65 20 61 20 31 30 20 6e 6f 64 65 20 72 61 6e 64 6f 6d 20 67 72 61 70 68 20 66 72 6f 6d | eate.a.10.node.random.graph.from |
| 0400 | 20 61 20 6e 75 6d 70 79 20 61 72 72 61 79 0a 0a 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 | .a.numpy.array..>>>.import.numpy |
| 0420 | 20 61 73 20 6e 70 0a 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 | .as.np.>>>.rng.=.np.random.defau |
| 0440 | 6c 74 5f 72 6e 67 28 29 0a 3e 3e 3e 20 61 20 3d 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 6c 6f | lt_rng().>>>.a.=.rng.integers(lo |
| 0460 | 77 3d 30 2c 20 68 69 67 68 3d 32 2c 20 73 69 7a 65 3d 28 31 30 2c 20 31 30 29 29 0a 3e 3e 3e 20 | w=0,.high=2,.size=(10,.10)).>>>. |
| 0480 | 44 47 20 3d 20 6e 78 2e 66 72 6f 6d 5f 6e 75 6d 70 79 5f 61 72 72 61 79 28 61 2c 20 63 72 65 61 | DG.=.nx.from_numpy_array(a,.crea |
| 04a0 | 74 65 5f 75 73 69 6e 67 3d 6e 78 2e 44 69 47 72 61 70 68 29 0a 0a 6f 72 20 65 71 75 69 76 61 6c | te_using=nx.DiGraph)..or.equival |
| 04c0 | 65 6e 74 6c 79 3a 0a 0a 3e 3e 3e 20 44 47 20 3d 20 6e 78 2e 44 69 47 72 61 70 68 28 61 29 0a 0a | ently:..>>>.DG.=.nx.DiGraph(a).. |
| 04e0 | 77 68 69 63 68 20 63 61 6c 6c 73 20 60 66 72 6f 6d 5f 6e 75 6d 70 79 5f 61 72 72 61 79 60 20 69 | which.calls.`from_numpy_array`.i |
| 0500 | 6e 74 65 72 6e 61 6c 6c 79 20 62 61 73 65 64 20 6f 6e 20 74 68 65 20 74 79 70 65 20 6f 66 20 60 | nternally.based.on.the.type.of.` |
| 0520 | 60 61 60 60 2e 0a 0a 53 65 65 20 41 6c 73 6f 0a 2d 2d 2d 2d 2d 2d 2d 2d 0a 6e 78 5f 61 67 72 61 | `a``...See.Also.--------.nx_agra |
| 0540 | 70 68 2c 20 6e 78 5f 70 79 64 6f 74 0a e9 00 00 00 00 4e 29 01 da 0b 64 65 66 61 75 6c 74 64 69 | ph,.nx_pydot......N)...defaultdi |
| 0560 | 63 74 29 08 da 15 66 72 6f 6d 5f 70 61 6e 64 61 73 5f 61 64 6a 61 63 65 6e 63 79 da 13 74 6f 5f | ct)...from_pandas_adjacency..to_ |
| 0580 | 70 61 6e 64 61 73 5f 61 64 6a 61 63 65 6e 63 79 da 14 66 72 6f 6d 5f 70 61 6e 64 61 73 5f 65 64 | pandas_adjacency..from_pandas_ed |
| 05a0 | 67 65 6c 69 73 74 da 12 74 6f 5f 70 61 6e 64 61 73 5f 65 64 67 65 6c 69 73 74 da 17 66 72 6f 6d | gelist..to_pandas_edgelist..from |
| 05c0 | 5f 73 63 69 70 79 5f 73 70 61 72 73 65 5f 61 72 72 61 79 da 15 74 6f 5f 73 63 69 70 79 5f 73 70 | _scipy_sparse_array..to_scipy_sp |
| 05e0 | 61 72 73 65 5f 61 72 72 61 79 da 10 66 72 6f 6d 5f 6e 75 6d 70 79 5f 61 72 72 61 79 da 0e 74 6f | arse_array..from_numpy_array..to |
| 0600 | 5f 6e 75 6d 70 79 5f 61 72 72 61 79 da 06 77 65 69 67 68 74 29 01 da 0a 65 64 67 65 5f 61 74 74 | _numpy_array..weight)...edge_att |
| 0620 | 72 73 67 00 00 00 00 00 00 00 00 63 07 00 00 00 00 00 00 00 00 00 00 00 09 00 00 00 03 00 00 00 | rsg........c.................... |
| 0640 | f3 70 00 00 00 97 00 64 01 64 02 6c 00 7d 07 74 03 00 00 00 00 00 00 00 00 7c 00 7c 01 7c 02 7c | .p.....d.d.l.}.t.........|.|.|.| |
| 0660 | 03 7c 04 7c 05 7c 06 ac 03 ab 07 00 00 00 00 00 00 7d 08 7c 01 80 0b 74 05 00 00 00 00 00 00 00 | .|.|.|...........}.|...t........ |
| 0680 | 00 7c 00 ab 01 00 00 00 00 00 00 7d 01 7c 07 6a 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|.........}.|.j................ |
| 06a0 | 00 00 00 7c 08 7c 01 7c 01 ac 04 ab 03 00 00 00 00 00 00 53 00 29 05 61 f4 0a 00 00 52 65 74 75 | ...|.|.|...........S.).a....Retu |
| 06c0 | 72 6e 73 20 74 68 65 20 67 72 61 70 68 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 61 | rns.the.graph.adjacency.matrix.a |
| 06e0 | 73 20 61 20 50 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d 65 2e 0a 0a 20 20 20 20 50 61 72 61 6d | s.a.Pandas.DataFrame.......Param |
| 0700 | 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 67 72 61 | eters.....----------.....G.:.gra |
| 0720 | 70 68 0a 20 20 20 20 20 20 20 20 54 68 65 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 75 73 | ph.........The.NetworkX.graph.us |
| 0740 | 65 64 20 74 6f 20 63 6f 6e 73 74 72 75 63 74 20 74 68 65 20 50 61 6e 64 61 73 20 44 61 74 61 46 | ed.to.construct.the.Pandas.DataF |
| 0760 | 72 61 6d 65 2e 0a 0a 20 20 20 20 6e 6f 64 65 6c 69 73 74 20 3a 20 6c 69 73 74 2c 20 6f 70 74 69 | rame.......nodelist.:.list,.opti |
| 0780 | 6f 6e 61 6c 0a 20 20 20 20 20 20 20 54 68 65 20 72 6f 77 73 20 61 6e 64 20 63 6f 6c 75 6d 6e 73 | onal........The.rows.and.columns |
| 07a0 | 20 61 72 65 20 6f 72 64 65 72 65 64 20 61 63 63 6f 72 64 69 6e 67 20 74 6f 20 74 68 65 20 6e 6f | .are.ordered.according.to.the.no |
| 07c0 | 64 65 73 20 69 6e 20 60 6e 6f 64 65 6c 69 73 74 60 2e 0a 20 20 20 20 20 20 20 49 66 20 60 6e 6f | des.in.`nodelist`.........If.`no |
| 07e0 | 64 65 6c 69 73 74 60 20 69 73 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 74 68 65 20 6f 72 64 65 72 69 | delist`.is.None,.then.the.orderi |
| 0800 | 6e 67 20 69 73 20 70 72 6f 64 75 63 65 64 20 62 79 20 47 2e 6e 6f 64 65 73 28 29 2e 0a 0a 20 20 | ng.is.produced.by.G.nodes()..... |
| 0820 | 20 20 6d 75 6c 74 69 67 72 61 70 68 5f 77 65 69 67 68 74 20 3a 20 7b 73 75 6d 2c 20 6d 69 6e 2c | ..multigraph_weight.:.{sum,.min, |
| 0840 | 20 6d 61 78 7d 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 41 6e 20 6f 70 65 72 61 | .max},.optional.........An.opera |
| 0860 | 74 6f 72 20 74 68 61 74 20 64 65 74 65 72 6d 69 6e 65 73 20 68 6f 77 20 77 65 69 67 68 74 73 20 | tor.that.determines.how.weights. |
| 0880 | 69 6e 20 6d 75 6c 74 69 67 72 61 70 68 73 20 61 72 65 20 68 61 6e 64 6c 65 64 2e 0a 20 20 20 20 | in.multigraphs.are.handled...... |
| 08a0 | 20 20 20 20 54 68 65 20 64 65 66 61 75 6c 74 20 69 73 20 74 6f 20 73 75 6d 20 74 68 65 20 77 65 | ....The.default.is.to.sum.the.we |
| 08c0 | 69 67 68 74 73 20 6f 66 20 74 68 65 20 6d 75 6c 74 69 70 6c 65 20 65 64 67 65 73 2e 0a 0a 20 20 | ights.of.the.multiple.edges..... |
| 08e0 | 20 20 77 65 69 67 68 74 20 3a 20 73 74 72 69 6e 67 20 6f 72 20 4e 6f 6e 65 2c 20 6f 70 74 69 6f | ..weight.:.string.or.None,.optio |
| 0900 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 54 68 65 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 74 | nal.........The.edge.attribute.t |
| 0920 | 68 61 74 20 68 6f 6c 64 73 20 74 68 65 20 6e 75 6d 65 72 69 63 61 6c 20 76 61 6c 75 65 20 75 73 | hat.holds.the.numerical.value.us |
| 0940 | 65 64 20 66 6f 72 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 64 67 65 20 77 65 69 67 68 74 2e 20 | ed.for.........the.edge.weight.. |
| 0960 | 20 49 66 20 61 6e 20 65 64 67 65 20 64 6f 65 73 20 6e 6f 74 20 68 61 76 65 20 74 68 61 74 20 61 | .If.an.edge.does.not.have.that.a |
| 0980 | 74 74 72 69 62 75 74 65 2c 20 74 68 65 6e 20 74 68 65 0a 20 20 20 20 20 20 20 20 76 61 6c 75 65 | ttribute,.then.the.........value |
| 09a0 | 20 31 20 69 73 20 75 73 65 64 20 69 6e 73 74 65 61 64 2e 0a 0a 20 20 20 20 6e 6f 6e 65 64 67 65 | .1.is.used.instead.......nonedge |
| 09c0 | 20 3a 20 66 6c 6f 61 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d | .:.float,.optional.........The.m |
| 09e0 | 61 74 72 69 78 20 76 61 6c 75 65 73 20 63 6f 72 72 65 73 70 6f 6e 64 69 6e 67 20 74 6f 20 6e 6f | atrix.values.corresponding.to.no |
| 0a00 | 6e 65 64 67 65 73 20 61 72 65 20 74 79 70 69 63 61 6c 6c 79 20 73 65 74 20 74 6f 20 7a 65 72 6f | nedges.are.typically.set.to.zero |
| 0a20 | 2e 0a 20 20 20 20 20 20 20 20 48 6f 77 65 76 65 72 2c 20 74 68 69 73 20 63 6f 75 6c 64 20 62 65 | ..........However,.this.could.be |
| 0a40 | 20 75 6e 64 65 73 69 72 61 62 6c 65 20 69 66 20 74 68 65 72 65 20 61 72 65 20 6d 61 74 72 69 78 | .undesirable.if.there.are.matrix |
| 0a60 | 20 76 61 6c 75 65 73 0a 20 20 20 20 20 20 20 20 63 6f 72 72 65 73 70 6f 6e 64 69 6e 67 20 74 6f | .values.........corresponding.to |
| 0a80 | 20 61 63 74 75 61 6c 20 65 64 67 65 73 20 74 68 61 74 20 61 6c 73 6f 20 68 61 76 65 20 74 68 65 | .actual.edges.that.also.have.the |
| 0aa0 | 20 76 61 6c 75 65 20 7a 65 72 6f 2e 20 49 66 20 73 6f 2c 0a 20 20 20 20 20 20 20 20 6f 6e 65 20 | .value.zero..If.so,.........one. |
| 0ac0 | 6d 69 67 68 74 20 70 72 65 66 65 72 20 6e 6f 6e 65 64 67 65 73 20 74 6f 20 68 61 76 65 20 73 6f | might.prefer.nonedges.to.have.so |
| 0ae0 | 6d 65 20 6f 74 68 65 72 20 76 61 6c 75 65 2c 20 73 75 63 68 20 61 73 20 6e 61 6e 2e 0a 0a 20 20 | me.other.value,.such.as.nan..... |
| 0b00 | 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 64 66 20 3a 20 50 | ..Returns.....-------.....df.:.P |
| 0b20 | 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d 65 0a 20 20 20 20 20 20 20 47 72 61 70 68 20 61 64 6a | andas.DataFrame........Graph.adj |
| 0b40 | 61 63 65 6e 63 79 20 6d 61 74 72 69 78 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d | acency.matrix......Notes.....--- |
| 0b60 | 2d 2d 0a 20 20 20 20 46 6f 72 20 64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 2c 20 65 6e 74 72 | --.....For.directed.graphs,.entr |
| 0b80 | 79 20 69 2c 6a 20 63 6f 72 72 65 73 70 6f 6e 64 73 20 74 6f 20 61 6e 20 65 64 67 65 20 66 72 6f | y.i,j.corresponds.to.an.edge.fro |
| 0ba0 | 6d 20 69 20 74 6f 20 6a 2e 0a 0a 20 20 20 20 54 68 65 20 44 61 74 61 46 72 61 6d 65 20 65 6e 74 | m.i.to.j.......The.DataFrame.ent |
| 0bc0 | 72 69 65 73 20 61 72 65 20 61 73 73 69 67 6e 65 64 20 74 6f 20 74 68 65 20 77 65 69 67 68 74 20 | ries.are.assigned.to.the.weight. |
| 0be0 | 65 64 67 65 20 61 74 74 72 69 62 75 74 65 2e 20 57 68 65 6e 0a 20 20 20 20 61 6e 20 65 64 67 65 | edge.attribute..When.....an.edge |
| 0c00 | 20 64 6f 65 73 20 6e 6f 74 20 68 61 76 65 20 61 20 77 65 69 67 68 74 20 61 74 74 72 69 62 75 74 | .does.not.have.a.weight.attribut |
| 0c20 | 65 2c 20 74 68 65 20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 65 6e 74 72 79 20 69 73 20 73 65 74 | e,.the.value.of.the.entry.is.set |
| 0c40 | 20 74 6f 0a 20 20 20 20 74 68 65 20 6e 75 6d 62 65 72 20 31 2e 20 20 46 6f 72 20 6d 75 6c 74 69 | .to.....the.number.1...For.multi |
| 0c60 | 70 6c 65 20 28 70 61 72 61 6c 6c 65 6c 29 20 65 64 67 65 73 2c 20 74 68 65 20 76 61 6c 75 65 73 | ple.(parallel).edges,.the.values |
| 0c80 | 20 6f 66 20 74 68 65 20 65 6e 74 72 69 65 73 0a 20 20 20 20 61 72 65 20 64 65 74 65 72 6d 69 6e | .of.the.entries.....are.determin |
| 0ca0 | 65 64 20 62 79 20 74 68 65 20 27 6d 75 6c 74 69 67 72 61 70 68 5f 77 65 69 67 68 74 27 20 70 61 | ed.by.the.'multigraph_weight'.pa |
| 0cc0 | 72 61 6d 65 74 65 72 2e 20 20 54 68 65 20 64 65 66 61 75 6c 74 20 69 73 20 74 6f 0a 20 20 20 20 | rameter...The.default.is.to..... |
| 0ce0 | 73 75 6d 20 74 68 65 20 77 65 69 67 68 74 20 61 74 74 72 69 62 75 74 65 73 20 66 6f 72 20 65 61 | sum.the.weight.attributes.for.ea |
| 0d00 | 63 68 20 6f 66 20 74 68 65 20 70 61 72 61 6c 6c 65 6c 20 65 64 67 65 73 2e 0a 0a 20 20 20 20 57 | ch.of.the.parallel.edges.......W |
| 0d20 | 68 65 6e 20 60 6e 6f 64 65 6c 69 73 74 60 20 64 6f 65 73 20 6e 6f 74 20 63 6f 6e 74 61 69 6e 20 | hen.`nodelist`.does.not.contain. |
| 0d40 | 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 60 47 60 2c 20 74 68 65 20 6d 61 74 72 69 78 20 69 73 | every.node.in.`G`,.the.matrix.is |
| 0d60 | 20 62 75 69 6c 74 0a 20 20 20 20 66 72 6f 6d 20 74 68 65 20 73 75 62 67 72 61 70 68 20 6f 66 20 | .built.....from.the.subgraph.of. |
| 0d80 | 60 47 60 20 74 68 61 74 20 69 73 20 69 6e 64 75 63 65 64 20 62 79 20 74 68 65 20 6e 6f 64 65 73 | `G`.that.is.induced.by.the.nodes |
| 0da0 | 20 69 6e 20 60 6e 6f 64 65 6c 69 73 74 60 2e 0a 0a 20 20 20 20 54 68 65 20 63 6f 6e 76 65 6e 74 | .in.`nodelist`.......The.convent |
| 0dc0 | 69 6f 6e 20 75 73 65 64 20 66 6f 72 20 73 65 6c 66 2d 6c 6f 6f 70 20 65 64 67 65 73 20 69 6e 20 | ion.used.for.self-loop.edges.in. |
| 0de0 | 67 72 61 70 68 73 20 69 73 20 74 6f 20 61 73 73 69 67 6e 20 74 68 65 0a 20 20 20 20 64 69 61 67 | graphs.is.to.assign.the.....diag |
| 0e00 | 6f 6e 61 6c 20 6d 61 74 72 69 78 20 65 6e 74 72 79 20 76 61 6c 75 65 20 74 6f 20 74 68 65 20 77 | onal.matrix.entry.value.to.the.w |
| 0e20 | 65 69 67 68 74 20 61 74 74 72 69 62 75 74 65 20 6f 66 20 74 68 65 20 65 64 67 65 0a 20 20 20 20 | eight.attribute.of.the.edge..... |
| 0e40 | 28 6f 72 20 74 68 65 20 6e 75 6d 62 65 72 20 31 20 69 66 20 74 68 65 20 65 64 67 65 20 68 61 73 | (or.the.number.1.if.the.edge.has |
| 0e60 | 20 6e 6f 20 77 65 69 67 68 74 20 61 74 74 72 69 62 75 74 65 29 2e 20 20 49 66 20 74 68 65 0a 20 | .no.weight.attribute)...If.the.. |
| 0e80 | 20 20 20 61 6c 74 65 72 6e 61 74 65 20 63 6f 6e 76 65 6e 74 69 6f 6e 20 6f 66 20 64 6f 75 62 6c | ...alternate.convention.of.doubl |
| 0ea0 | 69 6e 67 20 74 68 65 20 65 64 67 65 20 77 65 69 67 68 74 20 69 73 20 64 65 73 69 72 65 64 20 74 | ing.the.edge.weight.is.desired.t |
| 0ec0 | 68 65 0a 20 20 20 20 72 65 73 75 6c 74 69 6e 67 20 50 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d | he.....resulting.Pandas.DataFram |
| 0ee0 | 65 20 63 61 6e 20 62 65 20 6d 6f 64 69 66 69 65 64 20 61 73 20 66 6f 6c 6c 6f 77 73 3a 3a 0a 0a | e.can.be.modified.as.follows::.. |
| 0f00 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 70 61 6e 64 61 73 20 61 73 20 70 64 0a | ........>>>.import.pandas.as.pd. |
| 0f20 | 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 5b 28 31 2c 20 31 29 | ........>>>.G.=.nx.Graph([(1,.1) |
| 0f40 | 2c 20 28 32 2c 20 32 29 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 66 20 3d 20 6e 78 2e 74 | ,.(2,.2)]).........>>>.df.=.nx.t |
| 0f60 | 6f 5f 70 61 6e 64 61 73 5f 61 64 6a 61 63 65 6e 63 79 28 47 29 0a 20 20 20 20 20 20 20 20 3e 3e | o_pandas_adjacency(G).........>> |
| 0f80 | 3e 20 64 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 31 20 20 20 20 32 0a 20 20 20 20 20 20 20 | >.df..............1....2........ |
| 0fa0 | 20 31 20 20 31 2e 30 20 20 30 2e 30 0a 20 20 20 20 20 20 20 20 32 20 20 30 2e 30 20 20 31 2e 30 | .1..1.0..0.0.........2..0.0..1.0 |
| 0fc0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 69 61 67 5f 69 64 78 20 3d 20 6c 69 73 74 28 72 61 6e | .........>>>.diag_idx.=.list(ran |
| 0fe0 | 67 65 28 6c 65 6e 28 64 66 29 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 66 2e 69 6c 6f 63 | ge(len(df))).........>>>.df.iloc |
| 1000 | 5b 64 69 61 67 5f 69 64 78 2c 20 64 69 61 67 5f 69 64 78 5d 20 2a 3d 20 32 0a 20 20 20 20 20 20 | [diag_idx,.diag_idx].*=.2....... |
| 1020 | 20 20 3e 3e 3e 20 64 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 31 20 20 20 20 32 0a 20 20 20 | ..>>>.df..............1....2.... |
| 1040 | 20 20 20 20 20 31 20 20 32 2e 30 20 20 30 2e 30 0a 20 20 20 20 20 20 20 20 32 20 20 30 2e 30 20 | .....1..2.0..0.0.........2..0.0. |
| 1060 | 20 32 2e 30 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a | .2.0......Examples.....--------. |
| 1080 | 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 4d 75 6c 74 69 44 69 47 72 61 70 68 28 29 0a 20 20 | ....>>>.G.=.nx.MultiDiGraph()... |
| 10a0 | 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 30 2c 20 31 2c 20 77 65 69 67 68 74 3d 32 29 | ..>>>.G.add_edge(0,.1,.weight=2) |
| 10c0 | 0a 20 20 20 20 30 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 31 2c 20 30 29 0a | .....0.....>>>.G.add_edge(1,.0). |
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| 1240 | 00 00 72 0c 00 00 00 72 13 00 00 00 da 02 70 64 da 01 4d 73 09 00 00 00 20 20 20 20 20 20 20 20 | ..r....r......pd..Ms............ |
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| 1440 | ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 03 7c 03 9b 00 64 01 | ........................}.|...d. |
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| 14c0 | 6e 64 61 73 20 44 61 74 61 46 72 61 6d 65 2e 0a 0a 20 20 20 20 54 68 65 20 50 61 6e 64 61 73 20 | ndas.DataFrame.......The.Pandas. |
| 14e0 | 44 61 74 61 46 72 61 6d 65 20 69 73 20 69 6e 74 65 72 70 72 65 74 65 64 20 61 73 20 61 6e 20 61 | DataFrame.is.interpreted.as.an.a |
| 1500 | 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 66 6f 72 20 74 68 65 20 67 72 61 70 68 2e 0a 0a | djacency.matrix.for.the.graph... |
| 1520 | 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.....----------... |
| 1540 | 20 20 64 66 20 3a 20 50 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d 65 0a 20 20 20 20 20 20 41 6e | ..df.:.Pandas.DataFrame.......An |
| 1560 | 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 72 65 70 72 65 73 65 6e 74 61 74 69 6f 6e | .adjacency.matrix.representation |
| 1580 | 20 6f 66 20 61 20 67 72 61 70 68 0a 0a 20 20 20 20 63 72 65 61 74 65 5f 75 73 69 6e 67 20 3a 20 | .of.a.graph......create_using.:. |
| 15a0 | 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 63 6f 6e 73 74 72 75 63 74 6f 72 2c 20 6f 70 74 69 | NetworkX.graph.constructor,.opti |
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| 1620 | 6c 61 74 65 64 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 | lated.......Notes.....-----..... |
| 1640 | 46 6f 72 20 64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 2c 20 65 78 70 6c 69 63 69 74 6c 79 20 | For.directed.graphs,.explicitly. |
| 1660 | 6d 65 6e 74 69 6f 6e 20 63 72 65 61 74 65 5f 75 73 69 6e 67 3d 6e 78 2e 44 69 47 72 61 70 68 2c | mention.create_using=nx.DiGraph, |
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| 1720 | 6e 20 64 61 74 61 20 74 79 70 65 2e 0a 0a 20 20 20 20 49 66 20 79 6f 75 20 68 61 76 65 20 6e 6f | n.data.type.......If.you.have.no |
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| 1760 | 74 65 20 64 61 74 61 66 72 61 6d 65 20 60 64 66 5f 6e 6f 64 65 73 60 2c 0a 20 20 20 20 79 6f 75 | te.dataframe.`df_nodes`,.....you |
| 1780 | 20 63 61 6e 20 6c 6f 61 64 20 74 68 6f 73 65 20 61 74 74 72 69 62 75 74 65 73 20 74 6f 20 74 68 | .can.load.those.attributes.to.th |
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| 17c0 | 63 6f 64 65 3a 3a 0a 0a 20 20 20 20 20 20 20 20 64 66 5f 6e 6f 64 65 73 20 3d 20 70 64 2e 44 61 | code::..........df_nodes.=.pd.Da |
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| 1840 | 28 64 29 29 20 66 6f 72 20 6e 2c 20 64 20 69 6e 20 64 66 5f 6e 6f 64 65 73 2e 69 74 65 72 72 6f | (d)).for.n,.d.in.df_nodes.iterro |
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| 18a0 | 61 6d 65 73 0a 20 20 20 20 6f 66 20 74 68 65 20 64 61 74 61 20 66 69 65 6c 64 73 20 77 69 6c 6c | ames.....of.the.data.fields.will |
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| 18e0 | 65 20 72 65 73 75 6c 74 69 6e 67 0a 20 20 20 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 2e 0a | e.resulting.....NetworkX.graph.. |
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| 1920 | 6f 5f 70 61 6e 64 61 73 5f 61 64 6a 61 63 65 6e 63 79 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 | o_pandas_adjacency......Examples |
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| 1a60 | 64 61 73 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 22 0a 20 20 20 20 3e 3e 3e 20 70 72 | das.adjacency.matrix".....>>>.pr |
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| 1d80 | 0d 76 00 72 19 74 09 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .v.r.t.........j................ |
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| 1fc0 | 09 77 00 29 0d 61 7a 06 00 00 52 65 74 75 72 6e 73 20 74 68 65 20 67 72 61 70 68 20 65 64 67 65 | .w.).az...Returns.the.graph.edge |
| 1fe0 | 20 6c 69 73 74 20 61 73 20 61 20 50 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d 65 2e 0a 0a 20 20 | .list.as.a.Pandas.DataFrame..... |
| 2000 | 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 20 20 | ..Parameters.....----------..... |
| 2020 | 47 20 3a 20 67 72 61 70 68 0a 20 20 20 20 20 20 20 20 54 68 65 20 4e 65 74 77 6f 72 6b 58 20 67 | G.:.graph.........The.NetworkX.g |
| 2040 | 72 61 70 68 20 75 73 65 64 20 74 6f 20 63 6f 6e 73 74 72 75 63 74 20 74 68 65 20 50 61 6e 64 61 | raph.used.to.construct.the.Panda |
| 2060 | 73 20 44 61 74 61 46 72 61 6d 65 2e 0a 0a 20 20 20 20 73 6f 75 72 63 65 20 3a 20 73 74 72 20 6f | s.DataFrame.......source.:.str.o |
| 2080 | 72 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 41 20 76 61 6c 69 64 20 | r.int,.optional.........A.valid. |
| 20a0 | 63 6f 6c 75 6d 6e 20 6e 61 6d 65 20 28 73 74 72 69 6e 67 20 6f 72 20 69 6e 74 65 67 65 72 29 20 | column.name.(string.or.integer). |
| 20c0 | 66 6f 72 20 74 68 65 20 73 6f 75 72 63 65 20 6e 6f 64 65 73 20 28 66 6f 72 20 74 68 65 0a 20 20 | for.the.source.nodes.(for.the... |
| 20e0 | 20 20 20 20 20 20 64 69 72 65 63 74 65 64 20 63 61 73 65 29 2e 0a 0a 20 20 20 20 74 61 72 67 65 | ......directed.case).......targe |
| 2100 | 74 20 3a 20 73 74 72 20 6f 72 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 | t.:.str.or.int,.optional........ |
| 2120 | 20 41 20 76 61 6c 69 64 20 63 6f 6c 75 6d 6e 20 6e 61 6d 65 20 28 73 74 72 69 6e 67 20 6f 72 20 | .A.valid.column.name.(string.or. |
| 2140 | 69 6e 74 65 67 65 72 29 20 66 6f 72 20 74 68 65 20 74 61 72 67 65 74 20 6e 6f 64 65 73 20 28 66 | integer).for.the.target.nodes.(f |
| 2160 | 6f 72 20 74 68 65 0a 20 20 20 20 20 20 20 20 64 69 72 65 63 74 65 64 20 63 61 73 65 29 2e 0a 0a | or.the.........directed.case)... |
| 2180 | 20 20 20 20 6e 6f 64 65 6c 69 73 74 20 3a 20 6c 69 73 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 | ....nodelist.:.list,.optional... |
| 21a0 | 20 20 20 20 20 55 73 65 20 6f 6e 6c 79 20 6e 6f 64 65 73 20 73 70 65 63 69 66 69 65 64 20 69 6e | .....Use.only.nodes.specified.in |
| 21c0 | 20 6e 6f 64 65 6c 69 73 74 0a 0a 20 20 20 20 64 74 79 70 65 20 3a 20 64 74 79 70 65 2c 20 64 65 | .nodelist......dtype.:.dtype,.de |
| 21e0 | 66 61 75 6c 74 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20 20 55 73 65 20 74 6f 20 63 72 65 61 74 65 | fault.None.........Use.to.create |
| 2200 | 20 74 68 65 20 44 61 74 61 46 72 61 6d 65 2e 20 44 61 74 61 20 74 79 70 65 20 74 6f 20 66 6f 72 | .the.DataFrame..Data.type.to.for |
| 2220 | 63 65 2e 0a 20 20 20 20 20 20 20 20 4f 6e 6c 79 20 61 20 73 69 6e 67 6c 65 20 64 74 79 70 65 20 | ce..........Only.a.single.dtype. |
| 2240 | 69 73 20 61 6c 6c 6f 77 65 64 2e 20 49 66 20 4e 6f 6e 65 2c 20 69 6e 66 65 72 2e 0a 0a 20 20 20 | is.allowed..If.None,.infer...... |
| 2260 | 20 65 64 67 65 5f 6b 65 79 20 3a 20 73 74 72 20 6f 72 20 69 6e 74 20 6f 72 20 4e 6f 6e 65 2c 20 | .edge_key.:.str.or.int.or.None,. |
| 2280 | 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 20 20 20 20 | optional.(default=None)......... |
| 22a0 | 41 20 76 61 6c 69 64 20 63 6f 6c 75 6d 6e 20 6e 61 6d 65 20 28 73 74 72 69 6e 67 20 6f 72 20 69 | A.valid.column.name.(string.or.i |
| 22c0 | 6e 74 65 67 65 72 29 20 66 6f 72 20 74 68 65 20 65 64 67 65 20 6b 65 79 73 20 28 66 6f 72 20 74 | nteger).for.the.edge.keys.(for.t |
| 22e0 | 68 65 0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 67 72 61 70 68 20 63 61 73 65 29 2e 20 49 66 20 | he.........multigraph.case)..If. |
| 2300 | 4e 6f 6e 65 2c 20 65 64 67 65 20 6b 65 79 73 20 61 72 65 20 6e 6f 74 20 73 74 6f 72 65 64 20 69 | None,.edge.keys.are.not.stored.i |
| 2320 | 6e 20 74 68 65 20 44 61 74 61 46 72 61 6d 65 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 | n.the.DataFrame.......Returns... |
| 2340 | 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 64 66 20 3a 20 50 61 6e 64 61 73 20 44 61 74 61 46 72 | ..-------.....df.:.Pandas.DataFr |
| 2360 | 61 6d 65 0a 20 20 20 20 20 20 20 47 72 61 70 68 20 65 64 67 65 20 6c 69 73 74 0a 0a 20 20 20 20 | ame........Graph.edge.list...... |
| 2380 | 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 47 20 | Examples.....--------.....>>>.G. |
| 23a0 | 3d 20 6e 78 2e 47 72 61 70 68 28 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 5b 0a 20 20 20 20 2e 2e | =.nx.Graph(.............[....... |
| 23c0 | 2e 20 20 20 20 20 20 20 20 20 28 22 41 22 2c 20 22 42 22 2c 20 7b 22 63 6f 73 74 22 3a 20 31 2c | ..........("A",."B",.{"cost":.1, |
| 23e0 | 20 22 77 65 69 67 68 74 22 3a 20 37 7d 29 2c 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 | ."weight":.7}),................. |
| 2400 | 28 22 43 22 2c 20 22 45 22 2c 20 7b 22 63 6f 73 74 22 3a 20 39 2c 20 22 77 65 69 67 68 74 22 3a | ("C",."E",.{"cost":.9,."weight": |
| 2420 | 20 31 30 7d 29 2c 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 5d 0a 20 20 20 20 2e 2e 2e 20 29 0a 20 | .10}),.............].........).. |
| 2440 | 20 20 20 3e 3e 3e 20 64 66 20 3d 20 6e 78 2e 74 6f 5f 70 61 6e 64 61 73 5f 65 64 67 65 6c 69 73 | ...>>>.df.=.nx.to_pandas_edgelis |
| 2460 | 74 28 47 2c 20 6e 6f 64 65 6c 69 73 74 3d 5b 22 41 22 2c 20 22 43 22 5d 29 0a 20 20 20 20 3e 3e | t(G,.nodelist=["A",."C"]).....>> |
| 2480 | 3e 20 64 66 5b 5b 22 73 6f 75 72 63 65 22 2c 20 22 74 61 72 67 65 74 22 2c 20 22 63 6f 73 74 22 | >.df[["source",."target",."cost" |
| 24a0 | 2c 20 22 77 65 69 67 68 74 22 5d 5d 0a 20 20 20 20 20 20 73 6f 75 72 63 65 20 74 61 72 67 65 74 | ,."weight"]].......source.target |
| 24c0 | 20 20 63 6f 73 74 20 20 77 65 69 67 68 74 0a 20 20 20 20 30 20 20 20 20 20 20 41 20 20 20 20 20 | ..cost..weight.....0......A..... |
| 24e0 | 20 42 20 20 20 20 20 31 20 20 20 20 20 20 20 37 0a 20 20 20 20 31 20 20 20 20 20 20 43 20 20 20 | .B.....1.......7.....1......C... |
| 2500 | 20 20 20 45 20 20 20 20 20 39 20 20 20 20 20 20 31 30 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 | ...E.....9......10......>>>.G.=. |
| 2520 | 6e 78 2e 4d 75 6c 74 69 47 72 61 70 68 28 5b 28 22 41 22 2c 20 22 42 22 2c 20 7b 22 63 6f 73 74 | nx.MultiGraph([("A",."B",.{"cost |
| 2540 | 22 3a 20 31 7d 29 2c 20 28 22 41 22 2c 20 22 42 22 2c 20 7b 22 63 6f 73 74 22 3a 20 39 7d 29 5d | ":.1}),.("A",."B",.{"cost":.9})] |
| 2560 | 29 0a 20 20 20 20 3e 3e 3e 20 64 66 20 3d 20 6e 78 2e 74 6f 5f 70 61 6e 64 61 73 5f 65 64 67 65 | ).....>>>.df.=.nx.to_pandas_edge |
| 2580 | 6c 69 73 74 28 47 2c 20 6e 6f 64 65 6c 69 73 74 3d 5b 22 41 22 2c 20 22 43 22 5d 2c 20 65 64 67 | list(G,.nodelist=["A",."C"],.edg |
| 25a0 | 65 5f 6b 65 79 3d 22 65 6b 65 79 22 29 0a 20 20 20 20 3e 3e 3e 20 64 66 5b 5b 22 73 6f 75 72 63 | e_key="ekey").....>>>.df[["sourc |
| 25c0 | 65 22 2c 20 22 74 61 72 67 65 74 22 2c 20 22 63 6f 73 74 22 2c 20 22 65 6b 65 79 22 5d 5d 0a 20 | e",."target",."cost",."ekey"]].. |
| 25e0 | 20 20 20 20 20 73 6f 75 72 63 65 20 74 61 72 67 65 74 20 20 63 6f 73 74 20 20 65 6b 65 79 0a 20 | .....source.target..cost..ekey.. |
| 2600 | 20 20 20 30 20 20 20 20 20 20 41 20 20 20 20 20 20 42 20 20 20 20 20 31 20 20 20 20 20 30 0a 20 | ...0......A......B.....1.....0.. |
| 2620 | 20 20 20 31 20 20 20 20 20 20 41 20 20 20 20 20 20 42 20 20 20 20 20 39 20 20 20 20 20 31 0a 0a | ...1......A......B.....9.....1.. |
| 2640 | 20 20 20 20 72 02 00 00 00 4e 54 a9 01 72 14 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 04 | ....r....NT..r....c............. |
| 2660 | 00 00 00 33 00 00 00 f3 44 00 00 00 4b 00 01 00 97 00 7c 00 5d 18 00 00 5c 03 00 00 7d 01 7d 01 | ...3....D...K.....|.]...\...}.}. |
| 2680 | 7d 02 7c 02 6a 01 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 | }.|.j........................... |
| 26a0 | 96 01 97 01 01 00 8c 1a 04 00 79 00 ad 03 77 01 a9 01 4e a9 01 da 04 6b 65 79 73 29 03 da 02 2e | ..........y...w...N....keys).... |
| 26c0 | 30 da 01 5f da 01 64 73 03 00 00 00 20 20 20 72 1d 00 00 00 fa 09 3c 67 65 6e 65 78 70 72 3e 7a | 0.._..ds.......r......<genexpr>z |
| 26e0 | 25 74 6f 5f 70 61 6e 64 61 73 5f 65 64 67 65 6c 69 73 74 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 | %to_pandas_edgelist.<locals>.<ge |
| 2700 | 6e 65 78 70 72 3e 22 01 00 00 73 1c 00 00 00 e8 00 f8 80 00 d2 1d 3f a9 37 a8 31 a8 61 b0 11 98 | nexpr>"...s...........?.7.1.a... |
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| 2740 | 65 20 7a 15 20 69 73 20 61 6e 20 65 64 67 65 20 61 74 74 72 20 6e 61 6d 65 7a 0c 54 61 72 67 65 | e.z..is.an.edge.attr.namez.Targe |
| 2760 | 74 20 6e 61 6d 65 20 da 03 6e 61 6e 7a 0e 45 64 67 65 20 6b 65 79 20 6e 61 6d 65 20 72 33 00 00 | t.name...nanz.Edge.key.name.r3.. |
| 2780 | 00 29 01 72 10 00 00 00 29 0b 72 17 00 00 00 da 05 65 64 67 65 73 72 24 00 00 00 da 05 75 6e 69 | .).r....).r......edgesr$.....uni |
| 27a0 | 6f 6e 72 26 00 00 00 72 27 00 00 00 da 05 66 6c 6f 61 74 da 03 67 65 74 da 0d 69 73 5f 6d 75 6c | onr&...r'.....float..get..is_mul |
| 27c0 | 74 69 67 72 61 70 68 da 06 75 70 64 61 74 65 72 19 00 00 00 29 14 72 1a 00 00 00 da 06 73 6f 75 | tigraph..updater....).r......sou |
| 27e0 | 72 63 65 da 06 74 61 72 67 65 74 72 0f 00 00 00 72 10 00 00 00 da 08 65 64 67 65 5f 6b 65 79 72 | rce..targetr....r......edge_keyr |
| 2800 | 1b 00 00 00 da 08 65 64 67 65 6c 69 73 74 da 01 73 72 36 00 00 00 da 0c 73 6f 75 72 63 65 5f 6e | ......edgelist..sr6.....source_n |
| 2820 | 6f 64 65 73 da 01 74 da 0c 74 61 72 67 65 74 5f 6e 6f 64 65 73 da 09 61 6c 6c 5f 61 74 74 72 73 | odes..t..target_nodes..all_attrs |
| 2840 | 72 39 00 00 00 da 01 6b 72 37 00 00 00 da 09 65 64 67 65 5f 61 74 74 72 da 09 65 64 67 65 5f 6b | r9.....kr7.....edge_attr..edge_k |
| 2860 | 65 79 73 da 0c 65 64 67 65 6c 69 73 74 64 69 63 74 73 14 00 00 00 20 20 20 20 20 20 20 20 20 20 | eys..edgelistdicts.............. |
| 2880 | 20 20 20 20 20 20 20 20 20 20 72 1d 00 00 00 72 07 00 00 00 72 07 00 00 00 db 00 00 00 73 ab 01 | ..........r....r....r........s.. |
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| 2940 | 90 19 d1 07 1a dc 0e 10 d7 0e 1e d1 0e 1e a0 1c a8 66 a8 5a d0 37 4c d0 1f 4d d3 0e 4e d0 08 4e | .................f.Z.7L..M..N..N |
| 2960 | e4 0a 0f 90 05 8b 2c 80 43 d8 45 4e d7 10 4f d0 10 4f c0 01 90 11 b0 28 d7 14 3b a1 77 a0 71 a8 | ......,.C.EN..O..O.....(..;.w.q. |
| 2980 | 21 a8 51 90 51 97 55 91 55 98 31 98 63 95 5d d3 14 3b d1 11 3b d0 10 4f 80 49 d2 10 4f e0 07 08 | !.Q.Q.U.U.1.c.]..;..;..O.I..O... |
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| 29e0 | 99 37 98 31 98 61 a0 11 92 51 d0 14 39 88 09 d1 14 39 d8 18 1e a0 0c a8 66 b0 6c c0 48 c8 69 d0 | .7.1.a...Q..9....9......f.l.H.i. |
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| 2a20 | d8 0b 0d 8f 3c 89 3c 98 0c a8 45 88 3c d3 0b 32 d0 04 32 f9 f3 2b 00 14 2f f9 db 13 2e f9 f3 12 | ....<.<...E.<..2..2..+../....... |
| 2a40 | 00 15 3c f9 d4 10 4f f9 f3 0a 00 15 3a 73 29 00 00 00 b2 0d 45 39 06 c1 07 0d 45 3f 06 c3 00 0b | ..<...O.....:s).....E9....E?.... |
| 2a60 | 46 0b 08 c3 0b 1d 46 05 12 c3 28 06 46 0b 08 c4 36 0d 46 12 06 c6 05 06 46 0b 08 63 06 00 00 00 | F.....F...(.F...6.F.....F..c.... |
| 2a80 | 00 00 00 00 00 00 00 00 07 00 00 00 03 00 00 00 f3 00 05 00 00 97 00 74 01 00 00 00 00 00 00 00 | .......................t........ |
| 2aa0 | 00 6a 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 7c 04 ab 02 00 00 00 00 00 | .j...................d.|........ |
| 2ac0 | 00 7d 06 7c 03 80 69 7c 06 6a 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 | .}.|..i|.j...................... |
| 2ae0 | 00 00 00 00 00 72 36 7c 05 81 34 74 07 00 00 00 00 00 00 00 00 7c 00 7c 01 19 00 00 00 7c 00 7c | .....r6|..4t.........|.|.....|.| |
| 2b00 | 02 19 00 00 00 7c 00 7c 05 19 00 00 00 ab 03 00 00 00 00 00 00 44 00 5d 19 00 00 5c 03 00 00 7d | .....|.|.............D.]...\...} |
| 2b20 | 07 7d 08 7d 09 7c 06 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 07 7c 08 7c | .}.}.|.j...................|.|.| |
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| 2b60 | 00 00 00 00 00 00 00 00 00 74 07 00 00 00 00 00 00 00 00 7c 00 7c 01 19 00 00 00 7c 00 7c 02 19 | .........t.........|.|.....|.|.. |
| 2b80 | 00 00 00 ab 02 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 01 00 7c 06 53 00 7c 01 7c 02 67 02 7d | .....................|.S.|.|.g.} |
| 2ba0 | 0a 7c 06 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 72 | .|.j...........................r |
| 2bc0 | 13 7c 05 81 11 7c 0a 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 05 ab 01 00 | .|...|.j...................|.... |
| 2be0 | 00 00 00 00 00 01 00 67 00 7d 0b 67 00 7d 0c 7c 03 64 03 75 00 72 1f 7c 00 6a 0e 00 00 00 00 00 | .......g.}.g.}.|.d.u.r.|.j...... |
| 2c00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 44 00 8f 0d 63 02 67 00 63 02 5d 09 00 00 7d 0d 7c 0d 7c | .............D...c.g.c.]...}.|.| |
| 2c20 | 0a 76 01 73 01 8c 08 7c 0d 91 02 8c 0b 04 00 7d 0b 7d 0d 6e 1d 74 11 00 00 00 00 00 00 00 00 7c | .v.s...|.......}.}.n.t.........| |
| 2c40 | 03 74 12 00 00 00 00 00 00 00 00 74 14 00 00 00 00 00 00 00 00 7a 07 00 00 ab 02 00 00 00 00 00 | .t.........t.........z.......... |
| 2c60 | 00 72 03 7c 03 7d 0b 6e 03 7c 03 67 01 7d 0b 74 17 00 00 00 00 00 00 00 00 7c 0b ab 01 00 00 00 | .r.|.}.n.|.g.}.t.........|...... |
| 2c80 | 00 00 00 64 01 6b 28 00 00 72 18 74 01 00 00 00 00 00 00 00 00 6a 18 00 00 00 00 00 00 00 00 00 | ...d.k(..r.t.........j.......... |
| 2ca0 | 00 00 00 00 00 00 00 00 00 64 04 7c 0b 9b 00 9d 02 ab 01 00 00 00 00 00 00 82 01 09 00 74 07 00 | .........d.|.................t.. |
| 2cc0 | 00 00 00 00 00 00 00 7c 0b 44 00 8f 0e 63 02 67 00 63 02 5d 07 00 00 7d 0e 7c 00 7c 0e 19 00 00 | .......|.D...c.g.c.]...}.|.|.... |
| 2ce0 | 00 91 02 8c 09 04 00 63 02 7d 0e 8e 00 7d 0c 7c 06 6a 05 00 00 00 00 00 00 00 00 00 00 00 00 00 | .......c.}...}.|.j.............. |
| 2d00 | 00 00 00 00 00 ab 00 00 00 00 00 00 00 72 84 7c 05 81 12 09 00 7c 00 7c 05 19 00 00 00 7d 11 74 | .............r.|.....|.|.....}.t |
| 2d20 | 07 00 00 00 00 00 00 00 00 7c 0c 7c 11 ab 02 00 00 00 00 00 00 7d 0c 74 07 00 00 00 00 00 00 00 | .........|.|.........}.t........ |
| 2d40 | 00 7c 00 7c 01 19 00 00 00 7c 00 7c 02 19 00 00 00 7c 0c ab 03 00 00 00 00 00 00 44 00 5d 58 00 | .|.|.....|.|.....|.........D.]X. |
| 2d60 | 00 5c 03 00 00 7d 12 7d 13 7d 14 7c 05 81 1a 7c 14 5c 02 00 00 7d 14 7d 15 7c 06 6a 09 00 00 00 | .\...}.}.}.|...|.\...}.}.|.j.... |
| 2d80 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 12 7c 13 7c 15 ac 07 ab 03 00 00 00 00 00 00 7d | ...............|.|.|...........} |
| 2da0 | 16 6e 12 7c 06 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 12 7c 13 ab 02 00 | .n.|.j...................|.|.... |
| 2dc0 | 00 00 00 00 00 7d 16 7c 06 7c 12 19 00 00 00 7c 13 19 00 00 00 7c 16 19 00 00 00 6a 1f 00 00 00 | .....}.|.|.....|.....|.....j.... |
| 2de0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 74 07 00 00 00 00 00 00 00 00 7c 0b 7c 14 ab 02 00 | ...............t.........|.|.... |
| 2e00 | 00 00 00 00 00 ab 01 00 00 00 00 00 00 01 00 8c 5a 04 00 7c 06 53 00 74 07 00 00 00 00 00 00 00 | ................Z..|.S.t........ |
| 2e20 | 00 7c 00 7c 01 19 00 00 00 7c 00 7c 02 19 00 00 00 7c 0c ab 03 00 00 00 00 00 00 44 00 5d 39 00 | .|.|.....|.|.....|.........D.]9. |
| 2e40 | 00 5c 03 00 00 7d 12 7d 13 7d 14 7c 06 6a 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .\...}.}.}.|.j.................. |
| 2e60 | 00 7c 12 7c 13 ab 02 00 00 00 00 00 00 01 00 7c 06 7c 12 19 00 00 00 7c 13 19 00 00 00 6a 1f 00 | .|.|...........|.|.....|.....j.. |
| 2e80 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 74 07 00 00 00 00 00 00 00 00 7c 0b 7c 14 ab | .................t.........|.|.. |
| 2ea0 | 02 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 01 00 8c 3b 04 00 7c 06 53 00 63 02 01 00 63 02 7d | ..................;..|.S.c...c.} |
| 2ec0 | 0d 77 00 63 02 01 00 63 02 7d 0e 77 00 23 00 74 1a 00 00 00 00 00 00 00 00 74 1c 00 00 00 00 00 | .w.c...c.}.w.#.t.........t...... |
| 2ee0 | 00 00 00 66 02 24 00 72 20 7d 0f 64 05 7c 03 9b 00 9d 02 7d 10 74 01 00 00 00 00 00 00 00 00 6a | ...f.$.r.}.d.|.....}.t.........j |
| 2f00 | 18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 10 ab 01 00 00 00 00 00 00 7c 0f 82 | ...................|.........|.. |
| 2f20 | 02 64 02 7d 0f 7e 0f 77 01 77 00 78 03 59 00 77 01 23 00 74 1a 00 00 00 00 00 00 00 00 74 1c 00 | .d.}.~.w.w.x.Y.w.#.t.........t.. |
| 2f40 | 00 00 00 00 00 00 00 66 02 24 00 72 20 7d 0f 64 06 7c 05 9b 00 9d 02 7d 10 74 01 00 00 00 00 00 | .......f.$.r.}.d.|.....}.t...... |
| 2f60 | 00 00 00 6a 18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 10 ab 01 00 00 00 00 00 | ...j...................|........ |
| 2f80 | 00 7c 0f 82 02 64 02 7d 0f 7e 0f 77 01 77 00 78 03 59 00 77 01 29 08 61 91 0e 00 00 52 65 74 75 | .|...d.}.~.w.w.x.Y.w.).a....Retu |
| 2fa0 | 72 6e 73 20 61 20 67 72 61 70 68 20 66 72 6f 6d 20 50 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d | rns.a.graph.from.Pandas.DataFram |
| 2fc0 | 65 20 63 6f 6e 74 61 69 6e 69 6e 67 20 61 6e 20 65 64 67 65 20 6c 69 73 74 2e 0a 0a 20 20 20 20 | e.containing.an.edge.list....... |
| 2fe0 | 54 68 65 20 50 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d 65 20 73 68 6f 75 6c 64 20 63 6f 6e 74 | The.Pandas.DataFrame.should.cont |
| 3000 | 61 69 6e 20 61 74 20 6c 65 61 73 74 20 74 77 6f 20 63 6f 6c 75 6d 6e 73 20 6f 66 20 6e 6f 64 65 | ain.at.least.two.columns.of.node |
| 3020 | 20 6e 61 6d 65 73 20 61 6e 64 0a 20 20 20 20 7a 65 72 6f 20 6f 72 20 6d 6f 72 65 20 63 6f 6c 75 | .names.and.....zero.or.more.colu |
| 3040 | 6d 6e 73 20 6f 66 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 73 2e 20 45 61 63 68 20 72 6f 77 | mns.of.edge.attributes..Each.row |
| 3060 | 20 77 69 6c 6c 20 62 65 20 70 72 6f 63 65 73 73 65 64 20 61 73 20 6f 6e 65 0a 20 20 20 20 65 64 | .will.be.processed.as.one.....ed |
| 3080 | 67 65 20 69 6e 73 74 61 6e 63 65 2e 0a 0a 20 20 20 20 4e 6f 74 65 3a 20 54 68 69 73 20 66 75 6e | ge.instance.......Note:.This.fun |
| 30a0 | 63 74 69 6f 6e 20 69 74 65 72 61 74 65 73 20 6f 76 65 72 20 44 61 74 61 46 72 61 6d 65 2e 76 61 | ction.iterates.over.DataFrame.va |
| 30c0 | 6c 75 65 73 2c 20 77 68 69 63 68 20 69 73 20 6e 6f 74 0a 20 20 20 20 67 75 61 72 61 6e 74 65 65 | lues,.which.is.not.....guarantee |
| 30e0 | 64 20 74 6f 20 72 65 74 61 69 6e 20 74 68 65 20 64 61 74 61 20 74 79 70 65 20 61 63 72 6f 73 73 | d.to.retain.the.data.type.across |
| 3100 | 20 63 6f 6c 75 6d 6e 73 20 69 6e 20 74 68 65 20 72 6f 77 2e 20 54 68 69 73 20 69 73 20 6f 6e 6c | .columns.in.the.row..This.is.onl |
| 3120 | 79 0a 20 20 20 20 61 20 70 72 6f 62 6c 65 6d 20 69 66 20 79 6f 75 72 20 72 6f 77 20 69 73 20 65 | y.....a.problem.if.your.row.is.e |
| 3140 | 6e 74 69 72 65 6c 79 20 6e 75 6d 65 72 69 63 20 61 6e 64 20 61 20 6d 69 78 20 6f 66 20 69 6e 74 | ntirely.numeric.and.a.mix.of.int |
| 3160 | 73 20 61 6e 64 20 66 6c 6f 61 74 73 2e 20 49 6e 0a 20 20 20 20 74 68 61 74 20 63 61 73 65 2c 20 | s.and.floats..In.....that.case,. |
| 3180 | 61 6c 6c 20 76 61 6c 75 65 73 20 77 69 6c 6c 20 62 65 20 72 65 74 75 72 6e 65 64 20 61 73 20 66 | all.values.will.be.returned.as.f |
| 31a0 | 6c 6f 61 74 73 2e 20 53 65 65 20 74 68 65 0a 20 20 20 20 44 61 74 61 46 72 61 6d 65 2e 69 74 65 | loats..See.the.....DataFrame.ite |
| 31c0 | 72 72 6f 77 73 20 64 6f 63 75 6d 65 6e 74 61 74 69 6f 6e 20 66 6f 72 20 61 6e 20 65 78 61 6d 70 | rrows.documentation.for.an.examp |
| 31e0 | 6c 65 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d | le.......Parameters.....-------- |
| 3200 | 2d 2d 0a 20 20 20 20 64 66 20 3a 20 50 61 6e 64 61 73 20 44 61 74 61 46 72 61 6d 65 0a 20 20 20 | --.....df.:.Pandas.DataFrame.... |
| 3220 | 20 20 20 20 20 41 6e 20 65 64 67 65 20 6c 69 73 74 20 72 65 70 72 65 73 65 6e 74 61 74 69 6f 6e | .....An.edge.list.representation |
| 3240 | 20 6f 66 20 61 20 67 72 61 70 68 0a 0a 20 20 20 20 73 6f 75 72 63 65 20 3a 20 73 74 72 20 6f 72 | .of.a.graph......source.:.str.or |
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| 4260 | 89 4e 9c 33 d0 1f 30 b0 25 d3 1b 38 d5 0c 39 f0 05 02 09 3a f0 08 00 0c 0d 80 48 f9 f2 4f 01 00 | .N.3..0.%..8..9....:......H..O.. |
| 4280 | 1d 51 01 f9 f2 16 00 1f 45 01 f8 dc 0c 14 94 69 d0 0b 20 f2 00 02 05 2d d8 10 2c a8 59 a8 4b d0 | .Q......E......i.......-..,.Y.K. |
| 42a0 | 0e 38 88 03 dc 0e 10 d7 0e 1e d1 0e 1e 98 73 d3 0e 23 a8 13 d0 08 2c fb f0 05 02 05 2d fb f4 14 | .8............s..#....,.....-... |
| 42c0 | 00 15 1d 9c 69 d0 13 28 f2 00 02 0d 35 d8 18 33 b0 48 b0 3a d0 16 3e 90 03 dc 16 18 d7 16 26 d1 | ....i..(....5..3.H.:..>.......&. |
| 42e0 | 16 26 a0 73 d3 16 2b b0 13 d0 10 34 fb f0 05 02 0d 35 fa 73 4e 00 00 00 c2 3f 09 48 12 04 c3 09 | .&.s..+....4.....5.sN....?.H.... |
| 4300 | 04 48 12 04 c4 14 09 48 1c 00 c4 1d 0c 48 17 08 c4 29 04 48 1c 00 c5 00 11 49 0e 00 c8 17 05 48 | .H.....H.....H...).H.....I.....H |
| 4320 | 1c 00 c8 1c 0f 49 0b 03 c8 2b 1b 49 06 03 c9 06 05 49 0b 03 c9 0e 0f 49 3d 03 c9 1d 1b 49 38 03 | .....I...+.I.....I.....I=....I8. |
| 4340 | c9 38 05 49 3d 03 63 05 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 03 00 00 00 f3 5a 04 00 00 | .8.I=.c.....................Z... |
| 4360 | 87 15 97 00 64 01 64 02 6c 00 7d 05 74 03 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 | ....d.d.l.}.t.........|......... |
| 4380 | 64 01 6b 28 00 00 72 15 74 05 00 00 00 00 00 00 00 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 | d.k(..r.t.........j............. |
| 43a0 | 00 00 00 00 00 00 64 03 ab 01 00 00 00 00 00 00 82 01 7c 01 80 17 74 09 00 00 00 00 00 00 00 00 | ......d...........|...t......... |
| 43c0 | 7c 00 ab 01 00 00 00 00 00 00 7d 01 74 03 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 | |.........}.t.........|......... |
| 43e0 | 7d 06 6e a5 74 03 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7d 06 7c 06 64 01 6b 28 | }.n.t.........|.........}.|.d.k( |
| 4400 | 00 00 72 15 74 05 00 00 00 00 00 00 00 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..r.t.........j................. |
| 4420 | 00 00 64 04 ab 01 00 00 00 00 00 00 82 01 74 0b 00 00 00 00 00 00 00 00 7c 00 6a 0d 00 00 00 00 | ..d...........t.........|.j..... |
| 4440 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 | ..............|................. |
| 4460 | 7d 07 7c 06 74 03 00 00 00 00 00 00 00 00 7c 07 ab 01 00 00 00 00 00 00 6b 37 00 00 72 39 7c 01 | }.|.t.........|.........k7..r9|. |
| 4480 | 44 00 5d 1f 00 00 7d 08 7c 08 7c 00 76 01 73 01 8c 08 74 05 00 00 00 00 00 00 00 00 6a 06 00 00 | D.]...}.|.|.v.s...t.........j... |
| 44a0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 05 7c 08 9b 00 64 06 9d 03 ab 01 00 00 00 00 | ................d.|...d......... |
| 44c0 | 00 00 82 01 04 00 74 05 00 00 00 00 00 00 00 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ......t.........j............... |
| 44e0 | 00 00 00 00 64 07 ab 01 00 00 00 00 00 00 82 01 7c 06 74 03 00 00 00 00 00 00 00 00 7c 00 ab 01 | ....d...........|.t.........|... |
| 4500 | 00 00 00 00 00 00 6b 02 00 00 72 11 7c 00 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ......k...r.|.j................. |
| 4520 | 00 00 7c 01 ab 01 00 00 00 00 00 00 7d 00 74 11 00 00 00 00 00 00 00 00 74 13 00 00 00 00 00 00 | ..|.........}.t.........t....... |
| 4540 | 00 00 7c 01 74 15 00 00 00 00 00 00 00 00 7c 06 ab 01 00 00 00 00 00 00 ab 02 00 00 00 00 00 00 | ..|.t.........|................. |
| 4560 | ab 01 00 00 00 00 00 00 8a 15 74 13 00 00 00 00 00 00 00 00 88 15 66 01 64 08 84 08 7c 00 6a 17 | ..........t...........f.d...|.j. |
| 4580 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 03 64 09 ac 0a ab 02 00 00 00 00 00 00 | ..................|.d........... |
| 45a0 | 44 00 ab 00 00 00 00 00 00 00 8e 00 7d 09 09 00 7c 09 5c 03 00 00 7d 0a 7d 0b 7d 0c 7c 00 6a 1b | D...........}...|.\...}.}.}.|.j. |
| 45c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 72 25 7c 05 6a 1c | ..........................r%|.j. |
| 45e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 1f 00 00 00 00 00 00 00 00 00 00 00 00 | ..................j............. |
| 4600 | 00 00 00 00 00 00 7c 0c 7c 0a 7c 0b 66 02 66 02 7c 06 7c 06 66 02 7c 02 ac 0b ab 03 00 00 00 00 | ......|.|.|.f.f.|.|.f.|......... |
| 4620 | 00 00 7d 0d 6e 79 7c 0c 7c 0c 7a 00 00 00 7d 0e 7c 0a 7c 0b 7a 00 00 00 7d 0f 7c 0b 7c 0a 7a 00 | ..}.ny|.|.z...}.|.|.z...}.|.|.z. |
| 4640 | 00 00 7d 10 74 09 00 00 00 00 00 00 00 00 74 05 00 00 00 00 00 00 00 00 6a 20 00 00 00 00 00 00 | ..}.t.........t.........j....... |
| 4660 | 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 7c 03 64 09 ac 0a ab 03 00 00 00 00 00 00 ab 01 00 00 | ............|.|.d............... |
| 4680 | 00 00 00 00 7d 11 7c 11 72 23 74 13 00 00 00 00 00 00 00 00 88 15 66 01 64 0c 84 08 7c 11 44 00 | ....}.|.r#t...........f.d...|.D. |
| 46a0 | ab 00 00 00 00 00 00 00 8e 00 5c 02 00 00 7d 12 7d 13 7c 0e 7c 13 7a 0d 00 00 7d 0e 7c 0f 7c 12 | ..........\...}.}.|.|.z...}.|.|. |
| 46c0 | 7a 0d 00 00 7d 0f 7c 10 7c 12 7a 0d 00 00 7d 10 7c 05 6a 1c 00 00 00 00 00 00 00 00 00 00 00 00 | z...}.|.|.z...}.|.j............. |
| 46e0 | 00 00 00 00 00 00 6a 1f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0e 7c 0f 7c 10 | ......j...................|.|.|. |
| 4700 | 66 02 66 02 7c 06 7c 06 66 02 7c 02 ac 0b ab 03 00 00 00 00 00 00 7d 0d 09 00 7c 0d 6a 23 00 00 | f.f.|.|.f.|...........}...|.j#.. |
| 4720 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 04 ab 01 00 00 00 00 00 00 53 00 23 00 74 18 | ................|.........S.#.t. |
| 4740 | 00 00 00 00 00 00 00 00 24 00 72 09 01 00 67 00 67 00 67 00 7d 0c 7d 0b 7d 0a 59 00 8c d1 77 00 | ........$.r...g.g.g.}.}.}.Y...w. |
| 4760 | 78 03 59 00 77 01 23 00 74 18 00 00 00 00 00 00 00 00 24 00 72 1e 7d 14 74 05 00 00 00 00 00 00 | x.Y.w.#.t.........$.r.}.t....... |
| 4780 | 00 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 0d 7c 04 9b 00 9d 02 ab 01 | ..j...................d.|....... |
| 47a0 | 00 00 00 00 00 00 7c 14 82 02 64 02 7d 14 7e 14 77 01 77 00 78 03 59 00 77 01 29 0e 61 9e 15 00 | ......|...d.}.~.w.w.x.Y.w.).a... |
| 47c0 | 00 52 65 74 75 72 6e 73 20 74 68 65 20 67 72 61 70 68 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 | .Returns.the.graph.adjacency.mat |
| 47e0 | 72 69 78 20 61 73 20 61 20 53 63 69 50 79 20 73 70 61 72 73 65 20 61 72 72 61 79 2e 0a 0a 20 20 | rix.as.a.SciPy.sparse.array..... |
| 4800 | 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 20 20 | ..Parameters.....----------..... |
| 4820 | 47 20 3a 20 67 72 61 70 68 0a 20 20 20 20 20 20 20 20 54 68 65 20 4e 65 74 77 6f 72 6b 58 20 67 | G.:.graph.........The.NetworkX.g |
| 4840 | 72 61 70 68 20 75 73 65 64 20 74 6f 20 63 6f 6e 73 74 72 75 63 74 20 74 68 65 20 73 70 61 72 73 | raph.used.to.construct.the.spars |
| 4860 | 65 20 61 72 72 61 79 2e 0a 0a 20 20 20 20 6e 6f 64 65 6c 69 73 74 20 3a 20 6c 69 73 74 2c 20 6f | e.array.......nodelist.:.list,.o |
| 4880 | 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 54 68 65 20 72 6f 77 73 20 61 6e 64 20 63 6f 6c 75 | ptional........The.rows.and.colu |
| 48a0 | 6d 6e 73 20 61 72 65 20 6f 72 64 65 72 65 64 20 61 63 63 6f 72 64 69 6e 67 20 74 6f 20 74 68 65 | mns.are.ordered.according.to.the |
| 48c0 | 20 6e 6f 64 65 73 20 69 6e 20 60 6e 6f 64 65 6c 69 73 74 60 2e 0a 20 20 20 20 20 20 20 49 66 20 | .nodes.in.`nodelist`.........If. |
| 48e0 | 60 6e 6f 64 65 6c 69 73 74 60 20 69 73 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 74 68 65 20 6f 72 64 | `nodelist`.is.None,.then.the.ord |
| 4900 | 65 72 69 6e 67 20 69 73 20 70 72 6f 64 75 63 65 64 20 62 79 20 60 60 47 2e 6e 6f 64 65 73 28 29 | ering.is.produced.by.``G.nodes() |
| 4920 | 60 60 2e 0a 0a 20 20 20 20 64 74 79 70 65 20 3a 20 4e 75 6d 50 79 20 64 61 74 61 2d 74 79 70 65 | ``.......dtype.:.NumPy.data-type |
| 4940 | 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 41 20 76 61 6c 69 64 20 4e 75 6d 50 79 | ,.optional.........A.valid.NumPy |
| 4960 | 20 64 74 79 70 65 20 75 73 65 64 20 74 6f 20 69 6e 69 74 69 61 6c 69 7a 65 20 74 68 65 20 61 72 | .dtype.used.to.initialize.the.ar |
| 4980 | 72 61 79 2e 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 74 68 65 0a 20 20 20 20 20 20 20 20 4e | ray..If.None,.then.the.........N |
| 49a0 | 75 6d 50 79 20 64 65 66 61 75 6c 74 20 69 73 20 75 73 65 64 2e 0a 0a 20 20 20 20 77 65 69 67 68 | umPy.default.is.used.......weigh |
| 49c0 | 74 20 3a 20 73 74 72 69 6e 67 20 6f 72 20 4e 6f 6e 65 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 | t.:.string.or.None,.optional.(de |
| 49e0 | 66 61 75 6c 74 3d 27 77 65 69 67 68 74 27 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 65 64 67 65 | fault='weight').........The.edge |
| 4a00 | 20 61 74 74 72 69 62 75 74 65 20 74 68 61 74 20 68 6f 6c 64 73 20 74 68 65 20 6e 75 6d 65 72 69 | .attribute.that.holds.the.numeri |
| 4a20 | 63 61 6c 20 76 61 6c 75 65 20 75 73 65 64 20 66 6f 72 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 | cal.value.used.for.........the.e |
| 4a40 | 64 67 65 20 77 65 69 67 68 74 2e 20 20 49 66 20 4e 6f 6e 65 20 74 68 65 6e 20 61 6c 6c 20 65 64 | dge.weight...If.None.then.all.ed |
| 4a60 | 67 65 20 77 65 69 67 68 74 73 20 61 72 65 20 31 2e 0a 0a 20 20 20 20 66 6f 72 6d 61 74 20 3a 20 | ge.weights.are.1.......format.:. |
| 4a80 | 73 74 72 20 69 6e 20 7b 27 62 73 72 27 2c 20 27 63 73 72 27 2c 20 27 63 73 63 27 2c 20 27 63 6f | str.in.{'bsr',.'csr',.'csc',.'co |
| 4aa0 | 6f 27 2c 20 27 6c 69 6c 27 2c 20 27 64 69 61 27 2c 20 27 64 6f 6b 27 7d 0a 20 20 20 20 20 20 20 | o',.'lil',.'dia',.'dok'}........ |
| 4ac0 | 20 54 68 65 20 66 6f 72 6d 61 74 20 6f 66 20 74 68 65 20 73 70 61 72 73 65 20 61 72 72 61 79 20 | .The.format.of.the.sparse.array. |
| 4ae0 | 74 6f 20 62 65 20 72 65 74 75 72 6e 65 64 20 28 64 65 66 61 75 6c 74 20 27 63 73 72 27 29 2e 20 | to.be.returned.(default.'csr').. |
| 4b00 | 20 46 6f 72 0a 20 20 20 20 20 20 20 20 73 6f 6d 65 20 61 6c 67 6f 72 69 74 68 6d 73 20 64 69 66 | .For.........some.algorithms.dif |
| 4b20 | 66 65 72 65 6e 74 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 73 20 6f 66 20 73 70 61 72 73 65 | ferent.implementations.of.sparse |
| 4b40 | 20 61 72 72 61 79 73 0a 20 20 20 20 20 20 20 20 63 61 6e 20 70 65 72 66 6f 72 6d 20 62 65 74 74 | .arrays.........can.perform.bett |
| 4b60 | 65 72 2e 20 20 53 65 65 20 5b 31 5d 5f 20 66 6f 72 20 64 65 74 61 69 6c 73 2e 0a 0a 20 20 20 20 | er...See.[1]_.for.details....... |
| 4b80 | 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 41 20 3a 20 53 63 69 50 | Returns.....-------.....A.:.SciP |
| 4ba0 | 79 20 73 70 61 72 73 65 20 61 72 72 61 79 0a 20 20 20 20 20 20 20 47 72 61 70 68 20 61 64 6a 61 | y.sparse.array........Graph.adja |
| 4bc0 | 63 65 6e 63 79 20 6d 61 74 72 69 78 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d | cency.matrix.......Notes.....--- |
| 4be0 | 2d 2d 0a 20 20 20 20 46 6f 72 20 64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 2c 20 6d 61 74 72 | --.....For.directed.graphs,.matr |
| 4c00 | 69 78 20 65 6e 74 72 79 20 60 60 69 2c 20 6a 60 60 20 63 6f 72 72 65 73 70 6f 6e 64 73 20 74 6f | ix.entry.``i,.j``.corresponds.to |
| 4c20 | 20 61 6e 20 65 64 67 65 20 66 72 6f 6d 0a 20 20 20 20 60 60 69 60 60 20 74 6f 20 60 60 6a 60 60 | .an.edge.from.....``i``.to.``j`` |
| 4c40 | 2e 0a 0a 20 20 20 20 54 68 65 20 76 61 6c 75 65 73 20 6f 66 20 74 68 65 20 61 64 6a 61 63 65 6e | .......The.values.of.the.adjacen |
| 4c60 | 63 79 20 6d 61 74 72 69 78 20 61 72 65 20 70 6f 70 75 6c 61 74 65 64 20 75 73 69 6e 67 20 74 68 | cy.matrix.are.populated.using.th |
| 4c80 | 65 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 68 65 6c 64 20 69 6e 0a 20 20 20 20 70 61 72 | e.edge.attribute.held.in.....par |
| 4ca0 | 61 6d 65 74 65 72 20 60 77 65 69 67 68 74 60 2e 20 57 68 65 6e 20 61 6e 20 65 64 67 65 20 64 6f | ameter.`weight`..When.an.edge.do |
| 4cc0 | 65 73 20 6e 6f 74 20 68 61 76 65 20 74 68 61 74 20 61 74 74 72 69 62 75 74 65 2c 20 74 68 65 0a | es.not.have.that.attribute,.the. |
| 4ce0 | 20 20 20 20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 65 6e 74 72 79 20 69 73 20 31 2e 0a 0a 20 20 | ....value.of.the.entry.is.1..... |
| 4d00 | 20 20 46 6f 72 20 6d 75 6c 74 69 70 6c 65 20 65 64 67 65 73 20 74 68 65 20 6d 61 74 72 69 78 20 | ..For.multiple.edges.the.matrix. |
| 4d20 | 76 61 6c 75 65 73 20 61 72 65 20 74 68 65 20 73 75 6d 73 20 6f 66 20 74 68 65 20 65 64 67 65 20 | values.are.the.sums.of.the.edge. |
| 4d40 | 77 65 69 67 68 74 73 2e 0a 0a 20 20 20 20 57 68 65 6e 20 60 6e 6f 64 65 6c 69 73 74 60 20 64 6f | weights.......When.`nodelist`.do |
| 4d60 | 65 73 20 6e 6f 74 20 63 6f 6e 74 61 69 6e 20 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 60 47 60 | es.not.contain.every.node.in.`G` |
| 4d80 | 2c 20 74 68 65 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 0a 20 20 20 20 69 73 20 62 75 | ,.the.adjacency.matrix.....is.bu |
| 4da0 | 69 6c 74 20 66 72 6f 6d 20 74 68 65 20 73 75 62 67 72 61 70 68 20 6f 66 20 60 47 60 20 74 68 61 | ilt.from.the.subgraph.of.`G`.tha |
| 4dc0 | 74 20 69 73 20 69 6e 64 75 63 65 64 20 62 79 20 74 68 65 20 6e 6f 64 65 73 20 69 6e 0a 20 20 20 | t.is.induced.by.the.nodes.in.... |
| 4de0 | 20 60 6e 6f 64 65 6c 69 73 74 60 2e 0a 0a 20 20 20 20 54 68 65 20 63 6f 6e 76 65 6e 74 69 6f 6e | .`nodelist`.......The.convention |
| 4e00 | 20 75 73 65 64 20 66 6f 72 20 73 65 6c 66 2d 6c 6f 6f 70 20 65 64 67 65 73 20 69 6e 20 67 72 61 | .used.for.self-loop.edges.in.gra |
| 4e20 | 70 68 73 20 69 73 20 74 6f 20 61 73 73 69 67 6e 20 74 68 65 0a 20 20 20 20 64 69 61 67 6f 6e 61 | phs.is.to.assign.the.....diagona |
| 4e40 | 6c 20 6d 61 74 72 69 78 20 65 6e 74 72 79 20 76 61 6c 75 65 20 74 6f 20 74 68 65 20 77 65 69 67 | l.matrix.entry.value.to.the.weig |
| 4e60 | 68 74 20 61 74 74 72 69 62 75 74 65 20 6f 66 20 74 68 65 20 65 64 67 65 0a 20 20 20 20 28 6f 72 | ht.attribute.of.the.edge.....(or |
| 4e80 | 20 74 68 65 20 6e 75 6d 62 65 72 20 31 20 69 66 20 74 68 65 20 65 64 67 65 20 68 61 73 20 6e 6f | .the.number.1.if.the.edge.has.no |
| 4ea0 | 20 77 65 69 67 68 74 20 61 74 74 72 69 62 75 74 65 29 2e 20 20 49 66 20 74 68 65 0a 20 20 20 20 | .weight.attribute)...If.the..... |
| 4ec0 | 61 6c 74 65 72 6e 61 74 65 20 63 6f 6e 76 65 6e 74 69 6f 6e 20 6f 66 20 64 6f 75 62 6c 69 6e 67 | alternate.convention.of.doubling |
| 4ee0 | 20 74 68 65 20 65 64 67 65 20 77 65 69 67 68 74 20 69 73 20 64 65 73 69 72 65 64 20 74 68 65 0a | .the.edge.weight.is.desired.the. |
| 4f00 | 20 20 20 20 72 65 73 75 6c 74 69 6e 67 20 61 72 72 61 79 20 63 61 6e 20 62 65 20 6d 6f 64 69 66 | ....resulting.array.can.be.modif |
| 4f20 | 69 65 64 20 61 73 20 66 6f 6c 6c 6f 77 73 3a 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 47 20 | ied.as.follows::..........>>>.G. |
| 4f40 | 3d 20 6e 78 2e 47 72 61 70 68 28 5b 28 31 2c 20 31 29 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | =.nx.Graph([(1,.1)]).........>>> |
| 4f60 | 20 41 20 3d 20 6e 78 2e 74 6f 5f 73 63 69 70 79 5f 73 70 61 72 73 65 5f 61 72 72 61 79 28 47 29 | .A.=.nx.to_scipy_sparse_array(G) |
| 4f80 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 41 2e 74 6f 61 72 72 61 79 28 29 0a 20 20 20 20 20 20 20 | .........>>>.A.toarray()........ |
| 4fa0 | 20 61 72 72 61 79 28 5b 5b 31 5d 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 41 2e 73 65 74 64 | .array([[1]]).........>>>.A.setd |
| 4fc0 | 69 61 67 28 41 2e 64 69 61 67 6f 6e 61 6c 28 29 20 2a 20 32 29 0a 20 20 20 20 20 20 20 20 3e 3e | iag(A.diagonal().*.2).........>> |
| 4fe0 | 3e 20 41 2e 74 6f 61 72 72 61 79 28 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 32 5d | >.A.toarray().........array([[2] |
| 5000 | 5d 29 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 0a 20 | ])......Examples.....--------... |
| 5020 | 20 20 20 42 61 73 69 63 20 75 73 61 67 65 3a 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e | ...Basic.usage:......>>>.G.=.nx. |
| 5040 | 70 61 74 68 5f 67 72 61 70 68 28 34 29 0a 20 20 20 20 3e 3e 3e 20 41 20 3d 20 6e 78 2e 74 6f 5f | path_graph(4).....>>>.A.=.nx.to_ |
| 5060 | 73 63 69 70 79 5f 73 70 61 72 73 65 5f 61 72 72 61 79 28 47 29 0a 20 20 20 20 3e 3e 3e 20 41 20 | scipy_sparse_array(G).....>>>.A. |
| 5080 | 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 3c 43 6f 6d 70 72 65 73 73 65 | .#.doctest:.+SKIP.....<Compresse |
| 50a0 | 64 20 53 70 61 72 73 65 20 52 6f 77 20 73 70 61 72 73 65 20 61 72 72 61 79 20 6f 66 20 64 74 79 | d.Sparse.Row.sparse.array.of.dty |
| 50c0 | 70 65 20 27 69 6e 74 36 34 27 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 36 20 73 74 6f 72 65 64 | pe.'int64'.........with.6.stored |
| 50e0 | 20 65 6c 65 6d 65 6e 74 73 20 61 6e 64 20 73 68 61 70 65 20 28 34 2c 20 34 29 3e 0a 0a 20 20 20 | .elements.and.shape.(4,.4)>..... |
| 5100 | 20 3e 3e 3e 20 41 2e 74 6f 61 72 72 61 79 28 29 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2c 20 | .>>>.A.toarray().....array([[0,. |
| 5120 | 31 2c 20 30 2c 20 30 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 31 2c 20 30 2c 20 31 2c 20 30 | 1,.0,.0],............[1,.0,.1,.0 |
| 5140 | 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 31 2c 20 30 2c 20 31 5d 2c 0a 20 20 20 20 | ],............[0,.1,.0,.1],..... |
| 5160 | 20 20 20 20 20 20 20 5b 30 2c 20 30 2c 20 31 2c 20 30 5d 5d 29 0a 0a 20 20 20 20 2e 2e 20 6e 6f | .......[0,.0,.1,.0]]).........no |
| 5180 | 74 65 3a 3a 20 54 68 65 20 60 74 6f 61 72 72 61 79 60 20 6d 65 74 68 6f 64 20 69 73 20 75 73 65 | te::.The.`toarray`.method.is.use |
| 51a0 | 64 20 69 6e 20 74 68 65 73 65 20 65 78 61 6d 70 6c 65 73 20 74 6f 20 62 65 74 74 65 72 20 76 69 | d.in.these.examples.to.better.vi |
| 51c0 | 73 75 61 6c 69 7a 65 0a 20 20 20 20 20 20 20 74 68 65 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 | sualize........the.adjacency.mat |
| 51e0 | 72 69 78 2e 20 46 6f 72 20 61 20 64 65 6e 73 65 20 72 65 70 72 65 73 65 6e 74 61 74 69 6f 6e 20 | rix..For.a.dense.representation. |
| 5200 | 6f 66 20 74 68 65 20 61 64 6a 61 63 65 6e 79 20 6d 61 74 72 69 78 2c 0a 20 20 20 20 20 20 20 75 | of.the.adjaceny.matrix,........u |
| 5220 | 73 65 20 60 74 6f 5f 6e 75 6d 70 79 5f 61 72 72 61 79 60 20 69 6e 73 74 65 61 64 2e 0a 0a 20 20 | se.`to_numpy_array`.instead..... |
| 5240 | 20 20 44 69 72 65 63 74 65 64 20 67 72 61 70 68 73 3a 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 | ..Directed.graphs:......>>>.G.=. |
| 5260 | 6e 78 2e 44 69 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 | nx.DiGraph([(0,.1),.(1,.2),.(2,. |
| 5280 | 33 29 5d 29 0a 20 20 20 20 3e 3e 3e 20 6e 78 2e 74 6f 5f 73 63 69 70 79 5f 73 70 61 72 73 65 5f | 3)]).....>>>.nx.to_scipy_sparse_ |
| 52a0 | 61 72 72 61 79 28 47 29 2e 74 6f 61 72 72 61 79 28 29 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 30 | array(G).toarray().....array([[0 |
| 52c0 | 2c 20 31 2c 20 30 2c 20 30 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 30 2c 20 31 2c | ,.1,.0,.0],............[0,.0,.1, |
| 52e0 | 20 30 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 30 2c 20 30 2c 20 31 5d 2c 0a 20 20 | .0],............[0,.0,.0,.1],... |
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| 62e0 | 41 d8 0c 0d 90 1a 89 4f 88 41 d8 0c 0d 90 1a 89 4f 88 41 d8 0c 0e 8f 49 89 49 d7 0c 1f d1 0c 1f | A......O.A......O.A....I.I...... |
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| 6320 | d8 0f 10 8f 7a 89 7a 98 26 d3 0f 21 d0 08 21 f8 f4 2b 00 0c 16 f2 00 02 05 24 e0 19 1b 98 52 a0 | ....z.z.&..!..!..+.......$....R. |
| 6340 | 12 90 24 88 53 8a 03 f0 05 02 05 24 fb f4 2c 00 0c 16 f2 00 01 05 53 01 dc 0e 10 d7 0e 1e d1 0e | ..$.S......$..,.......S......... |
| 6360 | 1e d0 21 3f c0 06 b8 78 d0 1f 48 d3 0e 49 c8 73 d0 08 52 fb f0 03 01 05 53 01 fa 73 2a 00 00 00 | ..!?...x..H..I.s..R.....S..s*... |
| 6380 | c4 28 06 47 2e 00 c7 1d 10 48 03 00 c7 2e 0f 48 00 03 c7 3f 01 48 00 03 c8 03 09 48 2a 03 c8 0c | .(.G.....H.....H...?.H.....H*... |
| 63a0 | 19 48 25 03 c8 25 05 48 2a 03 63 01 00 00 00 00 00 00 00 00 00 00 00 06 00 00 00 03 00 00 00 f3 | .H%..%.H*.c..................... |
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| 63e0 | 00 00 7d 01 7c 00 6a 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 6a 04 00 00 | ..}.|.j...................|.j... |
| 6400 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 | ................|.j............. |
| 6420 | 00 00 00 00 00 00 7d 04 7d 03 7d 02 64 01 64 02 6c 04 7d 05 7c 05 6a 0b 00 00 00 00 00 00 00 00 | ......}.}.}.d.d.l.}.|.j......... |
| 6440 | 00 00 00 00 00 00 00 00 00 00 7c 05 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..........|.j................... |
| 6460 | 7c 01 ab 01 00 00 00 00 00 00 7c 05 6a 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | |.........|.j................... |
| 6480 | 7c 02 ab 01 00 00 00 00 00 00 ab 02 00 00 00 00 00 00 7d 06 74 11 00 00 00 00 00 00 00 00 7c 06 | |.................}.t.........|. |
| 64a0 | 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 7c 03 6a 13 | j...........................|.j. |
| 64c0 | 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 06 00 00 | ..........................|.j... |
| 64e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................j............... |
| 6500 | 00 00 00 00 ab 00 00 00 00 00 00 00 ab 03 00 00 00 00 00 00 53 00 29 03 7a 74 43 6f 6e 76 65 72 | ....................S.).ztConver |
| 6520 | 74 73 20 61 20 53 63 69 50 79 20 73 70 61 72 73 65 20 61 72 72 61 79 20 69 6e 20 2a 2a 43 6f 6d | ts.a.SciPy.sparse.array.in.**Com |
| 6540 | 70 72 65 73 73 65 64 20 53 70 61 72 73 65 20 52 6f 77 2a 2a 20 66 6f 72 6d 61 74 20 74 6f 0a 20 | pressed.Sparse.Row**.format.to.. |
| 6560 | 20 20 20 61 6e 20 69 74 65 72 61 62 6c 65 20 6f 66 20 77 65 69 67 68 74 65 64 20 65 64 67 65 20 | ...an.iterable.of.weighted.edge. |
| 6580 | 74 72 69 70 6c 65 73 2e 0a 0a 20 20 20 20 72 02 00 00 00 4e a9 0a 72 6f 00 00 00 da 06 69 6e 64 | triples.......r....N..ro.....ind |
| 65a0 | 70 74 72 da 07 69 6e 64 69 63 65 73 72 14 00 00 00 da 05 6e 75 6d 70 79 da 06 72 65 70 65 61 74 | ptr..indicesr......numpy..repeat |
| 65c0 | da 06 61 72 61 6e 67 65 da 04 64 69 66 66 72 50 00 00 00 da 06 74 6f 6c 69 73 74 29 07 72 2d 00 | ..arange..diffrP.....tolist).r-. |
| 65e0 | 00 00 da 05 6e 72 6f 77 73 72 89 00 00 00 da 0b 64 73 74 5f 69 6e 64 69 63 65 73 72 14 00 00 00 | ....nrowsr......dst_indicesr.... |
| 6600 | da 02 6e 70 da 0b 73 72 63 5f 69 6e 64 69 63 65 73 73 07 00 00 00 20 20 20 20 20 20 20 72 1d 00 | ..np..src_indicess...........r.. |
| 6620 | 00 00 da 10 5f 63 73 72 5f 67 65 6e 5f 74 72 69 70 6c 65 73 72 94 00 00 00 cb 02 00 00 f3 79 00 | ...._csr_gen_triplesr.........y. |
| 6640 | 00 00 80 00 f0 0a 00 0d 0e 8f 47 89 47 90 41 89 4a 80 45 d8 20 21 a7 08 a1 08 a8 21 af 29 a9 29 | ..........G.G.A.J.E..!.....!.).) |
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| 66c0 | 63 01 00 00 00 00 00 00 00 00 00 00 00 06 00 00 00 03 00 00 00 f3 52 01 00 00 97 00 7c 00 6a 00 | c.....................R.....|.j. |
| 66e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 19 00 00 00 7d 01 7c 00 6a 02 00 00 | ..................d.....}.|.j... |
| 6700 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 00 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 | ................|.j............. |
| 6720 | 00 00 00 00 00 00 7c 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7d 04 7d 03 | ......|.j...................}.}. |
| 6740 | 7d 02 64 02 64 03 6c 04 7d 05 7c 05 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | }.d.d.l.}.|.j................... |
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| 6820 | 00 00 ab 03 00 00 00 00 00 00 53 00 29 04 7a 77 43 6f 6e 76 65 72 74 73 20 61 20 53 63 69 50 79 | ..........S.).zwConverts.a.SciPy |
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| 6880 | 74 65 72 61 62 6c 65 20 6f 66 20 77 65 69 67 68 74 65 64 20 65 64 67 65 20 74 72 69 70 6c 65 73 | terable.of.weighted.edge.triples |
| 68a0 | 2e 0a 0a 20 20 20 20 72 6c 00 00 00 72 02 00 00 00 4e 72 88 00 00 00 29 07 72 2d 00 00 00 da 05 | .......rl...r....Nr....).r-..... |
| 68c0 | 6e 63 6f 6c 73 72 89 00 00 00 72 93 00 00 00 72 14 00 00 00 72 92 00 00 00 72 91 00 00 00 73 07 | ncolsr....r....r....r....r....s. |
| 68e0 | 00 00 00 20 20 20 20 20 20 20 72 1d 00 00 00 da 10 5f 63 73 63 5f 67 65 6e 5f 74 72 69 70 6c 65 | ..........r......_csc_gen_triple |
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| 6920 | 00 06 00 00 00 03 00 00 00 f3 ac 00 00 00 97 00 74 01 00 00 00 00 00 00 00 00 7c 00 6a 02 00 00 | ................t.........|.j... |
| 6940 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................j............... |
| 6960 | 00 00 00 00 ab 00 00 00 00 00 00 00 7c 00 6a 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ............|.j................. |
| 6980 | 00 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 | ..j...........................|. |
| 69a0 | 6a 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 05 00 00 00 00 00 00 00 00 00 00 | j...................j........... |
| 69c0 | 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 ab 03 00 00 00 00 00 00 53 00 29 01 7a 69 43 6f | ........................S.).ziCo |
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| 6a20 | 62 6c 65 0a 20 20 20 20 6f 66 20 77 65 69 67 68 74 65 64 20 65 64 67 65 20 74 72 69 70 6c 65 73 | ble.....of.weighted.edge.triples |
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| 6a60 | 00 00 a9 01 72 2d 00 00 00 73 01 00 00 00 20 72 1d 00 00 00 da 10 5f 63 6f 6f 5f 67 65 6e 5f 74 | ....r-...s.....r......_coo_gen_t |
| 6a80 | 72 69 70 6c 65 73 72 9b 00 00 00 e5 02 00 00 73 31 00 00 00 80 00 f4 0a 00 0c 0f 88 71 8f 75 89 | riplesr........s1...........q.u. |
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| 6ac0 | 0b 3f d0 04 3f 72 1e 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 05 00 00 00 23 00 00 00 f3 | .?..?r....c................#.... |
| 6ae0 | 90 00 00 00 4b 00 01 00 97 00 7c 00 6a 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ....K.....|.j................... |
| 6b00 | ab 00 00 00 00 00 00 00 44 00 5d 2f 00 00 5c 02 00 00 5c 02 00 00 7d 01 7d 02 7d 03 74 03 00 00 | ........D.]/..\...\...}.}.}.t... |
| 6b20 | 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 74 03 00 00 00 00 00 00 00 00 7c 02 ab 01 00 00 | ......|.........t.........|..... |
| 6b40 | 00 00 00 00 7c 03 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......................... |
| 6b60 | 00 00 66 03 96 01 97 01 01 00 8c 31 04 00 79 01 ad 03 77 01 29 02 7a 71 43 6f 6e 76 65 72 74 73 | ..f........1..y...w.).zqConverts |
| 6b80 | 20 61 20 53 63 69 50 79 20 73 70 61 72 73 65 20 61 72 72 61 79 20 69 6e 20 2a 2a 44 69 63 74 69 | .a.SciPy.sparse.array.in.**Dicti |
| 6ba0 | 6f 6e 61 72 79 20 6f 66 20 4b 65 79 73 2a 2a 20 66 6f 72 6d 61 74 20 74 6f 20 61 6e 0a 20 20 20 | onary.of.Keys**.format.to.an.... |
| 6bc0 | 20 69 74 65 72 61 62 6c 65 20 6f 66 20 77 65 69 67 68 74 65 64 20 65 64 67 65 20 74 72 69 70 6c | .iterable.of.weighted.edge.tripl |
| 6be0 | 65 73 2e 0a 0a 20 20 20 20 4e 29 03 da 05 69 74 65 6d 73 da 03 69 6e 74 da 04 69 74 65 6d 29 04 | es.......N)...items..int..item). |
| 6c00 | 72 2d 00 00 00 72 83 00 00 00 72 5f 00 00 00 72 5b 00 00 00 73 04 00 00 00 20 20 20 20 72 1d 00 | r-...r....r_...r[...s........r.. |
| 6c20 | 00 00 da 10 5f 64 6f 6b 5f 67 65 6e 5f 74 72 69 70 6c 65 73 72 a0 00 00 00 ed 02 00 00 73 40 00 | ...._dok_gen_triplesr........s@. |
| 6c40 | 00 00 e8 00 f8 80 00 f0 0a 00 16 17 97 57 91 57 93 59 f2 00 02 05 27 89 09 89 06 88 11 88 41 90 | .............W.W.Y....'.......A. |
| 6c60 | 01 e4 0e 11 90 21 8b 66 94 63 98 21 93 66 98 61 9f 66 99 66 9b 68 d0 0e 26 d3 08 26 f1 05 02 05 | .....!.f.c.!.f.a.f.f.h..&..&.... |
| 6c80 | 27 f9 73 06 00 00 00 82 41 04 41 06 01 63 01 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 03 00 | '.s.....A.A..c.................. |
| 6ca0 | 00 00 f3 d0 00 00 00 97 00 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 | .........|.j...................d |
| 6cc0 | 01 6b 28 00 00 72 0b 74 03 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 53 00 7c 00 6a | .k(..r.t.........|.........S.|.j |
| 6ce0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 02 6b 28 00 00 72 0b 74 05 00 00 00 | ...................d.k(..r.t.... |
| 6d00 | 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 53 00 7c 00 6a 00 00 00 00 00 00 00 00 00 00 00 00 | .....|.........S.|.j............ |
| 6d20 | 00 00 00 00 00 00 00 64 03 6b 28 00 00 72 0b 74 07 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 | .......d.k(..r.t.........|...... |
| 6d40 | 00 00 00 53 00 74 09 00 00 00 00 00 00 00 00 7c 00 6a 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...S.t.........|.j.............. |
| 6d60 | 00 00 00 00 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 53 00 29 04 7a bc 52 65 74 75 72 | .....................S.).z.Retur |
| 6d80 | 6e 73 20 61 6e 20 69 74 65 72 61 62 6c 65 20 6f 76 65 72 20 28 75 2c 20 76 2c 20 77 29 20 74 72 | ns.an.iterable.over.(u,.v,.w).tr |
| 6da0 | 69 70 6c 65 73 2c 20 77 68 65 72 65 20 75 20 61 6e 64 20 76 20 61 72 65 20 61 64 6a 61 63 65 6e | iples,.where.u.and.v.are.adjacen |
| 6dc0 | 74 0a 20 20 20 20 76 65 72 74 69 63 65 73 20 61 6e 64 20 77 20 69 73 20 74 68 65 20 77 65 69 67 | t.....vertices.and.w.is.the.weig |
| 6de0 | 68 74 20 6f 66 20 74 68 65 20 65 64 67 65 20 6a 6f 69 6e 69 6e 67 20 75 20 61 6e 64 20 76 2e 0a | ht.of.the.edge.joining.u.and.v.. |
| 6e00 | 0a 20 20 20 20 60 41 60 20 69 73 20 61 20 53 63 69 50 79 20 73 70 61 72 73 65 20 61 72 72 61 79 | .....`A`.is.a.SciPy.sparse.array |
| 6e20 | 20 28 69 6e 20 61 6e 79 20 66 6f 72 6d 61 74 29 2e 0a 0a 20 20 20 20 da 03 63 73 72 da 03 63 73 | .(in.any.format).........csr..cs |
| 6e40 | 63 da 03 64 6f 6b 29 06 72 7c 00 00 00 72 94 00 00 00 72 98 00 00 00 72 a0 00 00 00 72 9b 00 00 | c..dok).r|...r....r....r....r... |
| 6e60 | 00 da 05 74 6f 63 6f 6f 72 9a 00 00 00 73 01 00 00 00 20 72 1d 00 00 00 da 18 5f 67 65 6e 65 72 | ...tocoor....s.....r......_gener |
| 6e80 | 61 74 65 5f 77 65 69 67 68 74 65 64 5f 65 64 67 65 73 72 a6 00 00 00 f7 02 00 00 73 5a 00 00 00 | ate_weighted_edgesr........sZ... |
| 6ea0 | 80 00 f0 0e 00 08 09 87 78 81 78 90 35 d2 07 18 dc 0f 1f a0 01 d3 0f 22 d0 08 22 d8 07 08 87 78 | ........x.x.5..........".."....x |
| 6ec0 | 81 78 90 35 d2 07 18 dc 0f 1f a0 01 d3 0f 22 d0 08 22 d8 07 08 87 78 81 78 90 35 d2 07 18 dc 0f | .x.5..........".."....x.x.5..... |
| 6ee0 | 1f a0 01 d3 0f 22 d0 08 22 e4 0b 1b 98 41 9f 47 99 47 9b 49 d3 0b 26 d0 04 26 72 1e 00 00 00 63 | .....".."....A.G.G.I..&..&r....c |
| 6f00 | 04 00 00 00 00 00 00 00 00 00 00 00 05 00 00 00 03 00 00 00 f3 06 02 00 00 97 00 74 01 00 00 00 | ...........................t.... |
| 6f20 | 00 00 00 00 00 6a 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 01 7c 02 ab 02 00 | .....j...................d.|.... |
| 6f40 | 00 00 00 00 00 7d 04 7c 00 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 5c 02 00 | .....}.|.j...................\.. |
| 6f60 | 00 7d 05 7d 06 7c 05 7c 06 6b 37 00 00 72 22 74 01 00 00 00 00 00 00 00 00 6a 06 00 00 00 00 00 | .}.}.|.|.k7..r"t.........j...... |
| 6f80 | 00 00 00 00 00 00 00 00 00 00 00 00 00 64 02 7c 00 6a 04 00 00 00 00 00 00 00 00 00 00 00 00 00 | .............d.|.j.............. |
| 6fa0 | 00 00 00 00 00 9b 00 9d 02 ab 01 00 00 00 00 00 00 82 01 7c 04 6a 09 00 00 00 00 00 00 00 00 00 | ...................|.j.......... |
| 6fc0 | 00 00 00 00 00 00 00 00 00 74 0b 00 00 00 00 00 00 00 00 7c 05 ab 01 00 00 00 00 00 00 ab 01 00 | .........t.........|............ |
| 6fe0 | 00 00 00 00 00 01 00 74 0d 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 00 00 00 00 7d 07 7c 00 6a | .......t.........|.........}.|.j |
| 7000 | 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 10 00 00 00 00 00 00 00 00 00 00 00 | ...................j............ |
| 7020 | 00 00 00 00 00 00 00 64 03 76 00 72 3b 7c 04 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .......d.v.r;|.j................ |
| 7040 | 00 00 00 ab 00 00 00 00 00 00 00 72 2b 7c 01 72 29 74 14 00 00 00 00 00 00 00 00 6a 16 00 00 00 | ...........r+|.r)t.........j.... |
| 7060 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ...............j................ |
| 7080 | 00 00 00 7d 08 02 00 7c 08 64 04 84 00 7c 07 44 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 | ...}...|.d...|.D................ |
| 70a0 | 00 7d 07 7c 04 6a 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 | .}.|.j.......................... |
| 70c0 | 00 72 19 7c 04 6a 1b 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 | .r.|.j.......................... |
| 70e0 | 00 73 09 64 05 84 00 7c 07 44 00 ab 00 00 00 00 00 00 00 7d 07 7c 04 6a 1d 00 00 00 00 00 00 00 | .s.d...|.D.........}.|.j........ |
| 7100 | 00 00 00 00 00 00 00 00 00 00 00 7c 07 7c 03 ac 06 ab 02 00 00 00 00 00 00 01 00 7c 04 53 00 29 | ...........|.|.............|.S.) |
| 7120 | 07 61 dd 09 00 00 43 72 65 61 74 65 73 20 61 20 6e 65 77 20 67 72 61 70 68 20 66 72 6f 6d 20 61 | .a....Creates.a.new.graph.from.a |
| 7140 | 6e 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 67 69 76 65 6e 20 61 73 20 61 20 53 63 | n.adjacency.matrix.given.as.a.Sc |
| 7160 | 69 50 79 20 73 70 61 72 73 65 0a 20 20 20 20 61 72 72 61 79 2e 0a 0a 20 20 20 20 50 61 72 61 6d | iPy.sparse.....array.......Param |
| 7180 | 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 41 3a 20 73 63 69 70 | eters.....----------.....A:.scip |
| 71a0 | 79 2e 73 70 61 72 73 65 20 61 72 72 61 79 0a 20 20 20 20 20 20 41 6e 20 61 64 6a 61 63 65 6e 63 | y.sparse.array.......An.adjacenc |
| 71c0 | 79 20 6d 61 74 72 69 78 20 72 65 70 72 65 73 65 6e 74 61 74 69 6f 6e 20 6f 66 20 61 20 67 72 61 | y.matrix.representation.of.a.gra |
| 71e0 | 70 68 0a 0a 20 20 20 20 70 61 72 61 6c 6c 65 6c 5f 65 64 67 65 73 20 3a 20 42 6f 6f 6c 65 61 6e | ph......parallel_edges.:.Boolean |
| 7200 | 0a 20 20 20 20 20 20 49 66 20 74 68 69 73 20 69 73 20 54 72 75 65 2c 20 60 63 72 65 61 74 65 5f | .......If.this.is.True,.`create_ |
| 7220 | 75 73 69 6e 67 60 20 69 73 20 61 20 6d 75 6c 74 69 67 72 61 70 68 2c 20 61 6e 64 20 60 41 60 20 | using`.is.a.multigraph,.and.`A`. |
| 7240 | 69 73 20 61 6e 0a 20 20 20 20 20 20 69 6e 74 65 67 65 72 20 6d 61 74 72 69 78 2c 20 74 68 65 6e | is.an.......integer.matrix,.then |
| 7260 | 20 65 6e 74 72 79 20 2a 28 69 2c 20 6a 29 2a 20 69 6e 20 74 68 65 20 6d 61 74 72 69 78 20 69 73 | .entry.*(i,.j)*.in.the.matrix.is |
| 7280 | 20 69 6e 74 65 72 70 72 65 74 65 64 20 61 73 20 74 68 65 0a 20 20 20 20 20 20 6e 75 6d 62 65 72 | .interpreted.as.the.......number |
| 72a0 | 20 6f 66 20 70 61 72 61 6c 6c 65 6c 20 65 64 67 65 73 20 6a 6f 69 6e 69 6e 67 20 76 65 72 74 69 | .of.parallel.edges.joining.verti |
| 72c0 | 63 65 73 20 2a 69 2a 20 61 6e 64 20 2a 6a 2a 20 69 6e 20 74 68 65 20 67 72 61 70 68 2e 0a 20 20 | ces.*i*.and.*j*.in.the.graph.... |
| 72e0 | 20 20 20 20 49 66 20 69 74 20 69 73 20 46 61 6c 73 65 2c 20 74 68 65 6e 20 74 68 65 20 65 6e 74 | ....If.it.is.False,.then.the.ent |
| 7300 | 72 69 65 73 20 69 6e 20 74 68 65 20 6d 61 74 72 69 78 20 61 72 65 20 69 6e 74 65 72 70 72 65 74 | ries.in.the.matrix.are.interpret |
| 7320 | 65 64 20 61 73 0a 20 20 20 20 20 20 74 68 65 20 77 65 69 67 68 74 20 6f 66 20 61 20 73 69 6e 67 | ed.as.......the.weight.of.a.sing |
| 7340 | 6c 65 20 65 64 67 65 20 6a 6f 69 6e 69 6e 67 20 74 68 65 20 76 65 72 74 69 63 65 73 2e 0a 0a 20 | le.edge.joining.the.vertices.... |
| 7360 | 20 20 20 63 72 65 61 74 65 5f 75 73 69 6e 67 20 3a 20 4e 65 74 77 6f 72 6b 58 20 67 72 61 70 68 | ...create_using.:.NetworkX.graph |
| 7380 | 20 63 6f 6e 73 74 72 75 63 74 6f 72 2c 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 3d | .constructor,.optional.(default= |
| 73a0 | 6e 78 2e 47 72 61 70 68 29 0a 20 20 20 20 20 20 20 47 72 61 70 68 20 74 79 70 65 20 74 6f 20 63 | nx.Graph)........Graph.type.to.c |
| 73c0 | 72 65 61 74 65 2e 20 49 66 20 67 72 61 70 68 20 69 6e 73 74 61 6e 63 65 2c 20 74 68 65 6e 20 63 | reate..If.graph.instance,.then.c |
| 73e0 | 6c 65 61 72 65 64 20 62 65 66 6f 72 65 20 70 6f 70 75 6c 61 74 65 64 2e 0a 0a 20 20 20 20 65 64 | leared.before.populated.......ed |
| 7400 | 67 65 5f 61 74 74 72 69 62 75 74 65 3a 20 73 74 72 69 6e 67 0a 20 20 20 20 20 20 20 4e 61 6d 65 | ge_attribute:.string........Name |
| 7420 | 20 6f 66 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 74 6f 20 73 74 6f 72 65 20 6d 61 74 72 | .of.edge.attribute.to.store.matr |
| 7440 | 69 78 20 6e 75 6d 65 72 69 63 20 76 61 6c 75 65 2e 20 54 68 65 20 64 61 74 61 20 77 69 6c 6c 0a | ix.numeric.value..The.data.will. |
| 7460 | 20 20 20 20 20 20 20 68 61 76 65 20 74 68 65 20 73 61 6d 65 20 74 79 70 65 20 61 73 20 74 68 65 | .......have.the.same.type.as.the |
| 7480 | 20 6d 61 74 72 69 78 20 65 6e 74 72 79 20 28 69 6e 74 2c 20 66 6c 6f 61 74 2c 20 28 72 65 61 6c | .matrix.entry.(int,.float,.(real |
| 74a0 | 2c 69 6d 61 67 29 29 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 | ,imag)).......Notes.....-----... |
| 74c0 | 20 20 46 6f 72 20 64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 2c 20 65 78 70 6c 69 63 69 74 6c | ..For.directed.graphs,.explicitl |
| 74e0 | 79 20 6d 65 6e 74 69 6f 6e 20 63 72 65 61 74 65 5f 75 73 69 6e 67 3d 6e 78 2e 44 69 47 72 61 70 | y.mention.create_using=nx.DiGrap |
| 7500 | 68 2c 0a 20 20 20 20 61 6e 64 20 65 6e 74 72 79 20 69 2c 6a 20 6f 66 20 41 20 63 6f 72 72 65 73 | h,.....and.entry.i,j.of.A.corres |
| 7520 | 70 6f 6e 64 73 20 74 6f 20 61 6e 20 65 64 67 65 20 66 72 6f 6d 20 69 20 74 6f 20 6a 2e 0a 0a 20 | ponds.to.an.edge.from.i.to.j.... |
| 7540 | 20 20 20 49 66 20 60 63 72 65 61 74 65 5f 75 73 69 6e 67 60 20 69 73 20 3a 63 6c 61 73 73 3a 60 | ...If.`create_using`.is.:class:` |
| 7560 | 6e 65 74 77 6f 72 6b 78 2e 4d 75 6c 74 69 47 72 61 70 68 60 20 6f 72 0a 20 20 20 20 3a 63 6c 61 | networkx.MultiGraph`.or.....:cla |
| 7580 | 73 73 3a 60 6e 65 74 77 6f 72 6b 78 2e 4d 75 6c 74 69 44 69 47 72 61 70 68 60 2c 20 60 70 61 72 | ss:`networkx.MultiDiGraph`,.`par |
| 75a0 | 61 6c 6c 65 6c 5f 65 64 67 65 73 60 20 69 73 20 54 72 75 65 2c 20 61 6e 64 20 74 68 65 0a 20 20 | allel_edges`.is.True,.and.the... |
| 75c0 | 20 20 65 6e 74 72 69 65 73 20 6f 66 20 60 41 60 20 61 72 65 20 6f 66 20 74 79 70 65 20 3a 63 6c | ..entries.of.`A`.are.of.type.:cl |
| 75e0 | 61 73 73 3a 60 69 6e 74 60 2c 20 74 68 65 6e 20 74 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 72 65 | ass:`int`,.then.this.function.re |
| 7600 | 74 75 72 6e 73 20 61 0a 20 20 20 20 6d 75 6c 74 69 67 72 61 70 68 20 28 63 6f 6e 73 74 72 75 63 | turns.a.....multigraph.(construc |
| 7620 | 74 65 64 20 66 72 6f 6d 20 60 63 72 65 61 74 65 5f 75 73 69 6e 67 60 29 20 77 69 74 68 20 70 61 | ted.from.`create_using`).with.pa |
| 7640 | 72 61 6c 6c 65 6c 20 65 64 67 65 73 2e 0a 20 20 20 20 49 6e 20 74 68 69 73 20 63 61 73 65 2c 20 | rallel.edges......In.this.case,. |
| 7660 | 60 65 64 67 65 5f 61 74 74 72 69 62 75 74 65 60 20 77 69 6c 6c 20 62 65 20 69 67 6e 6f 72 65 64 | `edge_attribute`.will.be.ignored |
| 7680 | 2e 0a 0a 20 20 20 20 49 66 20 60 63 72 65 61 74 65 5f 75 73 69 6e 67 60 20 69 6e 64 69 63 61 74 | .......If.`create_using`.indicat |
| 76a0 | 65 73 20 61 6e 20 75 6e 64 69 72 65 63 74 65 64 20 6d 75 6c 74 69 67 72 61 70 68 2c 20 74 68 65 | es.an.undirected.multigraph,.the |
| 76c0 | 6e 20 6f 6e 6c 79 20 74 68 65 20 65 64 67 65 73 0a 20 20 20 20 69 6e 64 69 63 61 74 65 64 20 62 | n.only.the.edges.....indicated.b |
| 76e0 | 79 20 74 68 65 20 75 70 70 65 72 20 74 72 69 61 6e 67 6c 65 20 6f 66 20 74 68 65 20 6d 61 74 72 | y.the.upper.triangle.of.the.matr |
| 7700 | 69 78 20 60 41 60 20 77 69 6c 6c 20 62 65 20 61 64 64 65 64 20 74 6f 20 74 68 65 0a 20 20 20 20 | ix.`A`.will.be.added.to.the..... |
| 7720 | 67 72 61 70 68 2e 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 | graph.......Examples.....------- |
| 7740 | 2d 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 73 63 69 70 79 20 61 73 20 73 70 0a 20 20 20 | -.....>>>.import.scipy.as.sp.... |
| 7760 | 20 3e 3e 3e 20 41 20 3d 20 73 70 2e 73 70 61 72 73 65 2e 65 79 65 28 32 2c 20 32 2c 20 31 29 0a | .>>>.A.=.sp.sparse.eye(2,.2,.1). |
| 7780 | 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 66 72 6f 6d 5f 73 63 69 70 79 5f 73 70 61 72 73 65 | ....>>>.G.=.nx.from_scipy_sparse |
| 77a0 | 5f 61 72 72 61 79 28 41 29 0a 0a 20 20 20 20 49 66 20 60 63 72 65 61 74 65 5f 75 73 69 6e 67 60 | _array(A)......If.`create_using` |
| 77c0 | 20 69 6e 64 69 63 61 74 65 73 20 61 20 6d 75 6c 74 69 67 72 61 70 68 20 61 6e 64 20 74 68 65 20 | .indicates.a.multigraph.and.the. |
| 77e0 | 6d 61 74 72 69 78 20 68 61 73 20 6f 6e 6c 79 20 69 6e 74 65 67 65 72 0a 20 20 20 20 65 6e 74 72 | matrix.has.only.integer.....entr |
| 7800 | 69 65 73 20 61 6e 64 20 60 70 61 72 61 6c 6c 65 6c 5f 65 64 67 65 73 60 20 69 73 20 46 61 6c 73 | ies.and.`parallel_edges`.is.Fals |
| 7820 | 65 2c 20 74 68 65 6e 20 74 68 65 20 65 6e 74 72 69 65 73 20 77 69 6c 6c 20 62 65 20 74 72 65 61 | e,.then.the.entries.will.be.trea |
| 7840 | 74 65 64 0a 20 20 20 20 61 73 20 77 65 69 67 68 74 73 20 66 6f 72 20 65 64 67 65 73 20 6a 6f 69 | ted.....as.weights.for.edges.joi |
| 7860 | 6e 69 6e 67 20 74 68 65 20 6e 6f 64 65 73 20 28 77 69 74 68 6f 75 74 20 63 72 65 61 74 69 6e 67 | ning.the.nodes.(without.creating |
| 7880 | 20 70 61 72 61 6c 6c 65 6c 20 65 64 67 65 73 29 3a 0a 0a 20 20 20 20 3e 3e 3e 20 41 20 3d 20 73 | .parallel.edges):......>>>.A.=.s |
| 78a0 | 70 2e 73 70 61 72 73 65 2e 63 73 72 5f 61 72 72 61 79 28 5b 5b 31 2c 20 31 5d 2c 20 5b 31 2c 20 | p.sparse.csr_array([[1,.1],.[1,. |
| 78c0 | 32 5d 5d 29 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 66 72 6f 6d 5f 73 63 69 70 79 5f 73 | 2]]).....>>>.G.=.nx.from_scipy_s |
| 78e0 | 70 61 72 73 65 5f 61 72 72 61 79 28 41 2c 20 63 72 65 61 74 65 5f 75 73 69 6e 67 3d 6e 78 2e 4d | parse_array(A,.create_using=nx.M |
| 7900 | 75 6c 74 69 47 72 61 70 68 29 0a 20 20 20 20 3e 3e 3e 20 47 5b 31 5d 5b 31 5d 0a 20 20 20 20 41 | ultiGraph).....>>>.G[1][1].....A |
| 7920 | 74 6c 61 73 56 69 65 77 28 7b 30 3a 20 7b 27 77 65 69 67 68 74 27 3a 20 32 7d 7d 29 0a 0a 20 20 | tlasView({0:.{'weight':.2}}).... |
| 7940 | 20 20 49 66 20 60 63 72 65 61 74 65 5f 75 73 69 6e 67 60 20 69 6e 64 69 63 61 74 65 73 20 61 20 | ..If.`create_using`.indicates.a. |
| 7960 | 6d 75 6c 74 69 67 72 61 70 68 20 61 6e 64 20 74 68 65 20 6d 61 74 72 69 78 20 68 61 73 20 6f 6e | multigraph.and.the.matrix.has.on |
| 7980 | 6c 79 20 69 6e 74 65 67 65 72 0a 20 20 20 20 65 6e 74 72 69 65 73 20 61 6e 64 20 60 70 61 72 61 | ly.integer.....entries.and.`para |
| 79a0 | 6c 6c 65 6c 5f 65 64 67 65 73 60 20 69 73 20 54 72 75 65 2c 20 74 68 65 6e 20 74 68 65 20 65 6e | llel_edges`.is.True,.then.the.en |
| 79c0 | 74 72 69 65 73 20 77 69 6c 6c 20 62 65 20 74 72 65 61 74 65 64 0a 20 20 20 20 61 73 20 74 68 65 | tries.will.be.treated.....as.the |
| 79e0 | 20 6e 75 6d 62 65 72 20 6f 66 20 70 61 72 61 6c 6c 65 6c 20 65 64 67 65 73 20 6a 6f 69 6e 69 6e | .number.of.parallel.edges.joinin |
| 7a00 | 67 20 74 68 6f 73 65 20 74 77 6f 20 76 65 72 74 69 63 65 73 3a 0a 0a 20 20 20 20 3e 3e 3e 20 41 | g.those.two.vertices:......>>>.A |
| 7a20 | 20 3d 20 73 70 2e 73 70 61 72 73 65 2e 63 73 72 5f 61 72 72 61 79 28 5b 5b 31 2c 20 31 5d 2c 20 | .=.sp.sparse.csr_array([[1,.1],. |
| 7a40 | 5b 31 2c 20 32 5d 5d 29 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 66 72 6f 6d 5f 73 63 69 | [1,.2]]).....>>>.G.=.nx.from_sci |
| 7a60 | 70 79 5f 73 70 61 72 73 65 5f 61 72 72 61 79 28 0a 20 20 20 20 2e 2e 2e 20 20 20 20 20 41 2c 20 | py_sparse_array(.............A,. |
| 7a80 | 70 61 72 61 6c 6c 65 6c 5f 65 64 67 65 73 3d 54 72 75 65 2c 20 63 72 65 61 74 65 5f 75 73 69 6e | parallel_edges=True,.create_usin |
| 7aa0 | 67 3d 6e 78 2e 4d 75 6c 74 69 47 72 61 70 68 0a 20 20 20 20 2e 2e 2e 20 29 0a 20 20 20 20 3e 3e | g=nx.MultiGraph.........).....>> |
| 7ac0 | 3e 20 47 5b 31 5d 5b 31 5d 0a 20 20 20 20 41 74 6c 61 73 56 69 65 77 28 7b 30 3a 20 7b 27 77 65 | >.G[1][1].....AtlasView({0:.{'we |
| 7ae0 | 69 67 68 74 27 3a 20 31 7d 2c 20 31 3a 20 7b 27 77 65 69 67 68 74 27 3a 20 31 7d 7d 29 0a 0a 20 | ight':.1},.1:.{'weight':.1}})... |
| 7b00 | 20 20 20 72 02 00 00 00 fa 23 41 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 6e 6f 74 20 73 | ...r.....#Adjacency.matrix.not.s |
| 7b20 | 71 75 61 72 65 3a 20 6e 78 2c 6e 79 3d 29 02 da 01 69 72 5a 00 00 00 63 01 00 00 00 00 00 00 00 | quare:.nx,ny=)...irZ...c........ |
| 7b40 | 00 00 00 00 05 00 00 00 33 00 00 00 f3 52 00 00 00 87 02 87 03 4b 00 01 00 97 00 7c 00 5d 1d 00 | ........3....R.......K.....|.].. |
| 7b60 | 00 5c 03 00 00 8a 02 8a 03 7d 01 88 02 88 03 66 02 64 00 84 08 74 01 00 00 00 00 00 00 00 00 7c | .\.......}.....f.d...t.........| |
| 7b80 | 01 ab 01 00 00 00 00 00 00 44 00 ab 00 00 00 00 00 00 00 96 01 97 01 01 00 8c 1f 04 00 79 01 ad | .........D...................y.. |
| 7ba0 | 03 77 01 29 02 63 01 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 33 00 00 00 f3 28 00 00 00 95 | .w.).c................3....(.... |
| 7bc0 | 02 4b 00 01 00 97 00 7c 00 5d 09 00 00 7d 01 89 02 89 03 64 00 66 03 96 01 97 01 01 00 8c 0b 04 | .K.....|.]...}.....d.f.......... |
| 7be0 | 00 79 01 ad 03 77 01 a9 02 72 6c 00 00 00 4e 72 68 00 00 00 a9 04 72 35 00 00 00 72 37 00 00 00 | .y...w...rl...Nrh.....r5...r7... |
| 7c00 | 72 5a 00 00 00 72 5b 00 00 00 73 04 00 00 00 20 20 80 80 72 1d 00 00 00 72 38 00 00 00 7a 34 66 | rZ...r[...s........r....r8...z4f |
| 7c20 | 72 6f 6d 5f 73 63 69 70 79 5f 73 70 61 72 73 65 5f 61 72 72 61 79 2e 3c 6c 6f 63 61 6c 73 3e 2e | rom_scipy_sparse_array.<locals>. |
| 7c40 | 3c 67 65 6e 65 78 70 72 3e 2e 3c 67 65 6e 65 78 70 72 3e 62 03 00 00 73 17 00 00 00 f8 e8 00 f8 | <genexpr>.<genexpr>b...s........ |
| 7c60 | 80 00 d2 18 35 a0 71 98 21 98 51 a0 01 9c 19 d1 18 35 f9 f3 04 00 00 00 83 0f 12 01 4e a9 01 72 | ....5.q.!.Q......5..........N..r |
| 7c80 | 75 00 00 00 29 04 72 35 00 00 00 da 01 77 72 5a 00 00 00 72 5b 00 00 00 73 04 00 00 00 20 20 40 | u...).r5.....wrZ...r[...s......@ |
| 7ca0 | 40 72 1d 00 00 00 72 38 00 00 00 7a 2a 66 72 6f 6d 5f 73 63 69 70 79 5f 73 70 61 72 73 65 5f 61 | @r....r8...z*from_scipy_sparse_a |
| 7cc0 | 72 72 61 79 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e 62 03 00 00 73 24 00 00 00 | rray.<locals>.<genexpr>b...s$... |
| 7ce0 | f9 e8 00 f8 80 00 d2 17 4f b9 29 b8 31 b8 61 c0 11 d4 18 35 ac 45 b0 21 ab 48 d7 18 35 d0 18 35 | ........O.).1.a....5.E.!.H..5..5 |
| 7d00 | d1 17 4f f9 73 04 00 00 00 84 23 27 01 63 01 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 33 00 | ..O.s.....#'.c................3. |
| 7d20 | 00 00 f3 3a 00 00 00 4b 00 01 00 97 00 7c 00 5d 13 00 00 5c 03 00 00 7d 01 7d 02 7d 03 7c 01 7c | ...:...K.....|.]...\...}.}.}.|.| |
| 7d40 | 02 6b 1a 00 00 73 01 8c 0d 7c 01 7c 02 7c 03 66 03 96 01 97 01 01 00 8c 15 04 00 79 00 ad 03 77 | .k...s...|.|.|.f...........y...w |
| 7d60 | 01 72 32 00 00 00 72 68 00 00 00 a9 04 72 35 00 00 00 72 5a 00 00 00 72 5b 00 00 00 72 37 00 00 | .r2...rh.....r5...rZ...r[...r7.. |
| 7d80 | 00 73 04 00 00 00 20 20 20 20 72 1d 00 00 00 72 38 00 00 00 7a 2a 66 72 6f 6d 5f 73 63 69 70 79 | .s........r....r8...z*from_scipy |
| 7da0 | 5f 73 70 61 72 73 65 5f 61 72 72 61 79 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 67 65 6e 65 78 70 72 3e | _sparse_array.<locals>.<genexpr> |
| 7dc0 | 6c 03 00 00 f3 22 00 00 00 e8 00 f8 80 00 d2 12 3e a1 17 a0 11 a0 41 a0 71 b0 71 b8 41 b3 76 90 | l...."..........>.....A.q.q.A.v. |
| 7de0 | 41 90 71 98 21 94 39 d1 12 3e f9 f3 08 00 00 00 82 0e 1b 01 91 0a 1b 01 29 01 72 0c 00 00 00 29 | A.q.!.9..>..............).r....) |
| 7e00 | 0f 72 26 00 00 00 72 4f 00 00 00 72 6f 00 00 00 72 27 00 00 00 da 0e 61 64 64 5f 6e 6f 64 65 73 | .r&...rO...ro...r'.....add_nodes |
| 7e20 | 5f 66 72 6f 6d 72 75 00 00 00 72 a6 00 00 00 72 10 00 00 00 da 04 6b 69 6e 64 72 3e 00 00 00 da | _fromru...r....r......kindr>.... |
| 7e40 | 09 69 74 65 72 74 6f 6f 6c 73 da 05 63 68 61 69 6e da 0d 66 72 6f 6d 5f 69 74 65 72 61 62 6c 65 | .itertools..chain..from_iterable |
| 7e60 | 72 77 00 00 00 da 17 61 64 64 5f 77 65 69 67 68 74 65 64 5f 65 64 67 65 73 5f 66 72 6f 6d 29 09 | rw.....add_weighted_edges_from). |
| 7e80 | 72 2d 00 00 00 da 0e 70 61 72 61 6c 6c 65 6c 5f 65 64 67 65 73 72 22 00 00 00 da 0e 65 64 67 65 | r-.....parallel_edgesr".....edge |
| 7ea0 | 5f 61 74 74 72 69 62 75 74 65 72 1a 00 00 00 72 80 00 00 00 da 01 6d da 07 74 72 69 70 6c 65 73 | _attributer....r......m..triples |
| 7ec0 | 72 b8 00 00 00 73 09 00 00 00 20 20 20 20 20 20 20 20 20 72 1d 00 00 00 72 08 00 00 00 72 08 00 | r....s.............r....r....r.. |
| 7ee0 | 00 00 08 03 00 00 73 d8 00 00 00 80 00 f4 48 02 00 09 0b 8f 0e 89 0e 90 71 98 2c d3 08 27 80 41 | ......s.......H.........q.,..'.A |
| 7f00 | d8 0b 0c 8f 37 89 37 81 44 80 41 80 71 d8 07 08 88 41 82 76 dc 0e 10 d7 0e 1e d1 0e 1e d0 21 44 | ....7.7.D.A.q....A.v..........!D |
| 7f20 | c0 51 c7 57 c1 57 c0 49 d0 1f 4e d3 0e 4f d0 08 4f e0 04 05 d7 04 14 d1 04 14 94 55 98 31 93 58 | .Q.W.W.I..N..O..O..........U.1.X |
| 7f40 | d4 04 1e f4 06 00 0f 27 a0 71 d3 0e 29 80 47 f0 0c 00 08 09 87 77 81 77 87 7c 81 7c 90 7a d1 07 | .......'.q..).G......w.w.|.|.z.. |
| 7f60 | 21 a0 61 a7 6f a1 6f d4 26 37 b9 4e dc 10 19 97 0f 91 0f d7 10 2d d1 10 2d 88 05 f1 0e 00 13 18 | !.a.o.o.&7.N.........-..-....... |
| 7f80 | d1 17 4f c0 77 d4 17 4f d3 12 4f 88 07 f0 12 00 08 09 87 7f 81 7f d4 07 18 a0 11 a7 1d a1 1d a4 | ..O.w..O..O..................... |
| 7fa0 | 1f d9 12 3e a8 47 d4 12 3e 88 07 d8 04 05 d7 04 1d d1 04 1d 98 67 a8 6e d0 04 1d d4 04 3d d8 0b | ...>.G..>............g.n.....=.. |
| 7fc0 | 0c 80 48 72 1e 00 00 00 63 07 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 03 00 00 00 f3 48 06 | ..Hr....c.....................H. |
| 7fe0 | 00 00 97 00 64 01 64 02 6c 00 7d 07 7c 01 80 0b 74 03 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 | ....d.d.l.}.|...t.........|..... |
| 8000 | 00 00 00 00 7d 01 74 05 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7d 08 74 07 00 00 | ....}.t.........|.........}.t... |
| 8020 | 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 7d 09 7c 09 74 07 00 00 00 00 00 00 00 00 7c 00 | ......|.........}.|.t.........|. |
| 8040 | ab 01 00 00 00 00 00 00 7a 0a 00 00 72 25 74 09 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 00 00 | ........z...r%t.........j....... |
| 8060 | 00 00 00 00 00 00 00 00 00 00 00 00 64 03 7c 09 74 07 00 00 00 00 00 00 00 00 7c 00 ab 01 00 00 | ............d.|.t.........|..... |
| 8080 | 00 00 00 00 7a 0a 00 00 9b 00 64 04 9d 03 ab 01 00 00 00 00 00 00 82 01 74 05 00 00 00 00 00 00 | ....z.....d.............t....... |
| 80a0 | 00 00 7c 09 ab 01 00 00 00 00 00 00 7c 08 6b 02 00 00 72 15 74 09 00 00 00 00 00 00 00 00 6a 0a | ..|.........|.k...r.t.........j. |
| 80c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 05 ab 01 00 00 00 00 00 00 82 01 7c 07 | ..................d...........|. |
| 80e0 | 6a 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 08 7c 08 66 02 7c 06 7c 02 7c 03 | j...................|.|.f.|.|.|. |
| 8100 | ac 06 ab 04 00 00 00 00 00 00 7d 0a 7c 08 64 01 6b 28 00 00 73 13 7c 00 6a 0f 00 00 00 00 00 00 | ..........}.|.d.k(..s.|.j....... |
| 8120 | 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 64 01 6b 28 00 00 72 02 7c 0a 53 00 | ....................d.k(..r.|.S. |
| 8140 | 64 02 7d 0b 7c 0a 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 12 00 00 00 00 | d.}.|.j...................j..... |
| 8160 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 72 1a 7c 05 80 0d 7c 02 6a 12 00 00 00 00 00 00 00 00 | ..............r.|...|.j......... |
| 8180 | 00 00 00 00 00 00 00 00 00 00 7d 0b 6e 0b 74 15 00 00 00 00 00 00 00 00 64 07 ab 01 00 00 00 00 | ..........}.n.t.........d....... |
| 81a0 | 00 00 82 01 74 17 00 00 00 00 00 00 00 00 74 19 00 00 00 00 00 00 00 00 7c 01 74 1b 00 00 00 00 | ....t.........t.........|.t..... |
| 81c0 | 00 00 00 00 7c 08 ab 01 00 00 00 00 00 00 ab 02 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 0c | ....|.........................}. |
| 81e0 | 74 05 00 00 00 00 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 74 05 00 00 00 00 00 00 00 00 7c 00 | t.........|.........t.........|. |
| 8200 | ab 01 00 00 00 00 00 00 6b 02 00 00 72 1f 7c 00 6a 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........k...r.|.j............... |
| 8220 | 00 00 00 00 7c 01 ab 01 00 00 00 00 00 00 6a 1f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ....|.........j................. |
| 8240 | 00 00 ab 00 00 00 00 00 00 00 7d 00 7c 00 6a 21 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..........}.|.j!................ |
| 8260 | 00 00 ab 00 00 00 00 00 00 00 72 b7 7c 0b 72 15 74 09 00 00 00 00 00 00 00 00 6a 0a 00 00 00 00 | ..........r.|.r.t.........j..... |
| 8280 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 08 ab 01 00 00 00 00 00 00 82 01 74 23 00 00 00 00 | ..............d...........t#.... |
| 82a0 | 00 00 00 00 74 02 00 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 7d 0d 7c 00 6a 25 00 00 00 00 | ....t.................}.|.j%.... |
| 82c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 05 64 09 ac 0a ab 02 00 00 00 00 00 00 44 00 5d 22 | ..............|.d...........D.]" |
| 82e0 | 00 00 5c 03 00 00 7d 0e 7d 0f 7d 10 7c 0d 7c 0c 7c 0e 19 00 00 00 7c 0c 7c 0f 19 00 00 00 66 02 | ..\...}.}.}.|.|.|.....|.|.....f. |
| 8300 | 19 00 00 00 6a 27 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 10 ab 01 00 00 00 00 | ....j'..................|....... |
| 8320 | 00 00 01 00 8c 24 04 00 7c 07 6a 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 74 03 | .....$..|.j)..................t. |
| 8340 | 00 00 00 00 00 00 00 00 7c 0d 6a 2b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 | ........|.j+.................... |
| 8360 | 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 6a 2c 00 00 00 00 00 00 00 00 | ......................j,........ |
| 8380 | 00 00 00 00 00 00 00 00 00 00 5c 02 00 00 7d 11 7d 12 7c 0d 6a 2f 00 00 00 00 00 00 00 00 00 00 | ..........\...}.}.|.j/.......... |
| 83a0 | 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 44 00 8f 13 63 02 67 00 63 02 5d 0a 00 00 7d 13 | ................D...c.g.c.]...}. |
| 83c0 | 02 00 7c 04 7c 13 ab 01 00 00 00 00 00 00 91 02 8c 0c 04 00 7d 14 7d 13 6e fe 67 00 67 00 67 00 | ..|.|...............}.}.n.g.g.g. |
| 83e0 | 7d 14 7d 12 7d 11 7c 0b 72 a1 7c 00 6a 25 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | }.}.}.|.r.|.j%.................. |
| 8400 | 64 0b ac 0c ab 01 00 00 00 00 00 00 44 00 5d 3f 00 00 5c 03 00 00 7d 0e 7d 0f 7d 15 7c 11 6a 27 | d...........D.]?..\...}.}.}.|.j' |
| 8420 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0c 7c 0e 19 00 00 00 ab 01 00 00 00 00 | ..................|.|........... |
| 8440 | 00 00 01 00 7c 12 6a 27 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0c 7c 0f 19 00 | ....|.j'..................|.|... |
| 8460 | 00 00 ab 01 00 00 00 00 00 00 01 00 7c 14 6a 27 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ............|.j'................ |
| 8480 | 00 00 7c 15 ab 01 00 00 00 00 00 00 01 00 8c 41 04 00 7c 0b 44 00 5d 46 00 00 7d 16 7c 14 44 00 | ..|............A..|.D.]F..}.|.D. |
| 84a0 | 8f 10 63 02 67 00 63 02 5d 14 00 00 7d 10 7c 10 6a 31 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..c.g.c.]...}.|.j1.............. |
| 84c0 | 00 00 00 00 7c 16 64 09 ab 02 00 00 00 00 00 00 91 02 8c 16 04 00 7d 17 7d 10 7c 17 7c 0a 7c 16 | ....|.d...............}.}.|.|.|. |
| 84e0 | 19 00 00 00 7c 11 7c 12 66 02 3c 00 00 00 7c 00 6a 33 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ....|.|.f.<...|.j3.............. |
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| 8540 | 00 00 7c 05 64 09 ac 0a ab 02 00 00 00 00 00 00 44 00 5d 3f 00 00 5c 03 00 00 7d 0e 7d 0f 7d 10 | ..|.d...........D.]?..\...}.}.}. |
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| 8580 | 00 00 00 00 00 00 01 00 7c 12 6a 27 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 0c | ........|.j'..................|. |
| 85a0 | 7c 0f 19 00 00 00 ab 01 00 00 00 00 00 00 01 00 7c 14 6a 27 00 00 00 00 00 00 00 00 00 00 00 00 | |...............|.j'............ |
| 85c0 | 00 00 00 00 00 00 7c 10 ab 01 00 00 00 00 00 00 01 00 8c 41 04 00 7c 14 7c 0a 7c 11 7c 12 66 02 | ......|............A..|.|.|.|.f. |
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| 8600 | 00 00 73 07 7c 14 7c 0a 7c 12 7c 11 66 02 3c 00 00 00 7c 0a 53 00 63 02 01 00 63 02 7d 13 77 00 | ..s.|.|.|.|.f.<...|.S.c...c.}.w. |
| 8620 | 63 02 01 00 63 02 7d 10 77 00 29 0d 61 64 15 00 00 52 65 74 75 72 6e 73 20 74 68 65 20 67 72 61 | c...c.}.w.).ad...Returns.the.gra |
| 8640 | 70 68 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 61 73 20 61 20 4e 75 6d 50 79 20 61 | ph.adjacency.matrix.as.a.NumPy.a |
| 8660 | 72 72 61 79 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d | rray.......Parameters.....------ |
| 8680 | 2d 2d 2d 2d 0a 20 20 20 20 47 20 3a 20 67 72 61 70 68 0a 20 20 20 20 20 20 20 20 54 68 65 20 4e | ----.....G.:.graph.........The.N |
| 86a0 | 65 74 77 6f 72 6b 58 20 67 72 61 70 68 20 75 73 65 64 20 74 6f 20 63 6f 6e 73 74 72 75 63 74 20 | etworkX.graph.used.to.construct. |
| 86c0 | 74 68 65 20 4e 75 6d 50 79 20 61 72 72 61 79 2e 0a 0a 20 20 20 20 6e 6f 64 65 6c 69 73 74 20 3a | the.NumPy.array.......nodelist.: |
| 86e0 | 20 6c 69 73 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 54 68 65 20 72 6f 77 73 | .list,.optional.........The.rows |
| 8700 | 20 61 6e 64 20 63 6f 6c 75 6d 6e 73 20 61 72 65 20 6f 72 64 65 72 65 64 20 61 63 63 6f 72 64 69 | .and.columns.are.ordered.accordi |
| 8720 | 6e 67 20 74 6f 20 74 68 65 20 6e 6f 64 65 73 20 69 6e 20 60 6e 6f 64 65 6c 69 73 74 60 2e 0a 20 | ng.to.the.nodes.in.`nodelist`... |
| 8740 | 20 20 20 20 20 20 20 49 66 20 60 6e 6f 64 65 6c 69 73 74 60 20 69 73 20 60 60 4e 6f 6e 65 60 60 | .......If.`nodelist`.is.``None`` |
| 8760 | 2c 20 74 68 65 6e 20 74 68 65 20 6f 72 64 65 72 69 6e 67 20 69 73 20 70 72 6f 64 75 63 65 64 20 | ,.then.the.ordering.is.produced. |
| 8780 | 62 79 20 60 60 47 2e 6e 6f 64 65 73 28 29 60 60 2e 0a 0a 20 20 20 20 64 74 79 70 65 20 3a 20 4e | by.``G.nodes()``.......dtype.:.N |
| 87a0 | 75 6d 50 79 20 64 61 74 61 20 74 79 70 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 | umPy.data.type,.optional........ |
| 87c0 | 20 41 20 4e 75 6d 50 79 20 64 61 74 61 20 74 79 70 65 20 75 73 65 64 20 74 6f 20 69 6e 69 74 69 | .A.NumPy.data.type.used.to.initi |
| 87e0 | 61 6c 69 7a 65 20 74 68 65 20 61 72 72 61 79 2e 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 74 | alize.the.array..If.None,.then.t |
| 8800 | 68 65 20 4e 75 6d 50 79 0a 20 20 20 20 20 20 20 20 64 65 66 61 75 6c 74 20 69 73 20 75 73 65 64 | he.NumPy.........default.is.used |
| 8820 | 2e 20 54 68 65 20 64 74 79 70 65 20 63 61 6e 20 62 65 20 73 74 72 75 63 74 75 72 65 64 20 69 66 | ..The.dtype.can.be.structured.if |
| 8840 | 20 60 77 65 69 67 68 74 3d 4e 6f 6e 65 60 2c 20 69 6e 20 77 68 69 63 68 0a 20 20 20 20 20 20 20 | .`weight=None`,.in.which........ |
| 8860 | 20 63 61 73 65 20 74 68 65 20 64 74 79 70 65 20 66 69 65 6c 64 20 6e 61 6d 65 73 20 61 72 65 20 | .case.the.dtype.field.names.are. |
| 8880 | 75 73 65 64 20 74 6f 20 6c 6f 6f 6b 20 75 70 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 73 2e | used.to.look.up.edge.attributes. |
| 88a0 | 20 54 68 65 0a 20 20 20 20 20 20 20 20 72 65 73 75 6c 74 20 69 73 20 61 20 73 74 72 75 63 74 75 | .The.........result.is.a.structu |
| 88c0 | 72 65 64 20 61 72 72 61 79 20 77 68 65 72 65 20 65 61 63 68 20 6e 61 6d 65 64 20 66 69 65 6c 64 | red.array.where.each.named.field |
| 88e0 | 20 69 6e 20 74 68 65 20 64 74 79 70 65 0a 20 20 20 20 20 20 20 20 63 6f 72 72 65 73 70 6f 6e 64 | .in.the.dtype.........correspond |
| 8900 | 73 20 74 6f 20 74 68 65 20 61 64 6a 61 63 65 6e 63 79 20 66 6f 72 20 74 68 61 74 20 65 64 67 65 | s.to.the.adjacency.for.that.edge |
| 8920 | 20 61 74 74 72 69 62 75 74 65 2e 20 53 65 65 20 65 78 61 6d 70 6c 65 73 20 66 6f 72 0a 20 20 20 | .attribute..See.examples.for.... |
| 8940 | 20 20 20 20 20 64 65 74 61 69 6c 73 2e 0a 0a 20 20 20 20 6f 72 64 65 72 20 3a 20 7b 27 43 27 2c | .....details.......order.:.{'C', |
| 8960 | 20 27 46 27 7d 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 57 68 65 74 68 65 72 20 | .'F'},.optional.........Whether. |
| 8980 | 74 6f 20 73 74 6f 72 65 20 6d 75 6c 74 69 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 64 61 74 61 20 69 | to.store.multidimensional.data.i |
| 89a0 | 6e 20 43 2d 20 6f 72 20 46 6f 72 74 72 61 6e 2d 63 6f 6e 74 69 67 75 6f 75 73 0a 20 20 20 20 20 | n.C-.or.Fortran-contiguous...... |
| 89c0 | 20 20 20 28 72 6f 77 2d 20 6f 72 20 63 6f 6c 75 6d 6e 2d 77 69 73 65 29 20 6f 72 64 65 72 20 69 | ...(row-.or.column-wise).order.i |
| 89e0 | 6e 20 6d 65 6d 6f 72 79 2e 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 74 68 65 20 4e 75 6d 50 | n.memory..If.None,.then.the.NumP |
| 8a00 | 79 20 64 65 66 61 75 6c 74 0a 20 20 20 20 20 20 20 20 69 73 20 75 73 65 64 2e 0a 0a 20 20 20 20 | y.default.........is.used....... |
| 8a20 | 6d 75 6c 74 69 67 72 61 70 68 5f 77 65 69 67 68 74 20 3a 20 63 61 6c 6c 61 62 6c 65 2c 20 6f 70 | multigraph_weight.:.callable,.op |
| 8a40 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 41 6e 20 66 75 6e 63 74 69 6f 6e 20 74 68 61 74 20 | tional.........An.function.that. |
| 8a60 | 64 65 74 65 72 6d 69 6e 65 73 20 68 6f 77 20 77 65 69 67 68 74 73 20 69 6e 20 6d 75 6c 74 69 67 | determines.how.weights.in.multig |
| 8a80 | 72 61 70 68 73 20 61 72 65 20 68 61 6e 64 6c 65 64 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 | raphs.are.handled..........The.f |
| 8aa0 | 75 6e 63 74 69 6f 6e 20 73 68 6f 75 6c 64 20 61 63 63 65 70 74 20 61 20 73 65 71 75 65 6e 63 65 | unction.should.accept.a.sequence |
| 8ac0 | 20 6f 66 20 77 65 69 67 68 74 73 20 61 6e 64 20 72 65 74 75 72 6e 20 61 20 73 69 6e 67 6c 65 0a | .of.weights.and.return.a.single. |
| 8ae0 | 20 20 20 20 20 20 20 20 76 61 6c 75 65 2e 20 54 68 65 20 64 65 66 61 75 6c 74 20 69 73 20 74 6f | ........value..The.default.is.to |
| 8b00 | 20 73 75 6d 20 74 68 65 20 77 65 69 67 68 74 73 20 6f 66 20 74 68 65 20 6d 75 6c 74 69 70 6c 65 | .sum.the.weights.of.the.multiple |
| 8b20 | 20 65 64 67 65 73 2e 0a 0a 20 20 20 20 77 65 69 67 68 74 20 3a 20 73 74 72 69 6e 67 20 6f 72 20 | .edges.......weight.:.string.or. |
| 8b40 | 4e 6f 6e 65 20 6f 70 74 69 6f 6e 61 6c 20 28 64 65 66 61 75 6c 74 20 3d 20 27 77 65 69 67 68 74 | None.optional.(default.=.'weight |
| 8b60 | 27 29 0a 20 20 20 20 20 20 20 20 54 68 65 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 20 74 68 | ').........The.edge.attribute.th |
| 8b80 | 61 74 20 68 6f 6c 64 73 20 74 68 65 20 6e 75 6d 65 72 69 63 61 6c 20 76 61 6c 75 65 20 75 73 65 | at.holds.the.numerical.value.use |
| 8ba0 | 64 20 66 6f 72 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 64 67 65 20 77 65 69 67 68 74 2e 20 49 | d.for.........the.edge.weight..I |
| 8bc0 | 66 20 61 6e 20 65 64 67 65 20 64 6f 65 73 20 6e 6f 74 20 68 61 76 65 20 74 68 61 74 20 61 74 74 | f.an.edge.does.not.have.that.att |
| 8be0 | 72 69 62 75 74 65 2c 20 74 68 65 6e 20 74 68 65 0a 20 20 20 20 20 20 20 20 76 61 6c 75 65 20 31 | ribute,.then.the.........value.1 |
| 8c00 | 20 69 73 20 75 73 65 64 20 69 6e 73 74 65 61 64 2e 20 60 77 65 69 67 68 74 60 20 6d 75 73 74 20 | .is.used.instead..`weight`.must. |
| 8c20 | 62 65 20 60 60 4e 6f 6e 65 60 60 20 69 66 20 61 20 73 74 72 75 63 74 75 72 65 64 0a 20 20 20 20 | be.``None``.if.a.structured..... |
| 8c40 | 20 20 20 20 64 74 79 70 65 20 69 73 20 75 73 65 64 2e 0a 0a 20 20 20 20 6e 6f 6e 65 64 67 65 20 | ....dtype.is.used.......nonedge. |
| 8c60 | 3a 20 61 72 72 61 79 5f 6c 69 6b 65 20 28 64 65 66 61 75 6c 74 20 3d 20 30 2e 30 29 0a 20 20 20 | :.array_like.(default.=.0.0).... |
| 8c80 | 20 20 20 20 20 54 68 65 20 76 61 6c 75 65 20 75 73 65 64 20 74 6f 20 72 65 70 72 65 73 65 6e 74 | .....The.value.used.to.represent |
| 8ca0 | 20 6e 6f 6e 2d 65 64 67 65 73 20 69 6e 20 74 68 65 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 | .non-edges.in.the.adjacency.matr |
| 8cc0 | 69 78 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 61 72 72 61 79 20 76 61 6c 75 65 73 20 63 6f 72 | ix..........The.array.values.cor |
| 8ce0 | 72 65 73 70 6f 6e 64 69 6e 67 20 74 6f 20 6e 6f 6e 65 64 67 65 73 20 61 72 65 20 74 79 70 69 63 | responding.to.nonedges.are.typic |
| 8d00 | 61 6c 6c 79 20 73 65 74 20 74 6f 20 7a 65 72 6f 2e 0a 20 20 20 20 20 20 20 20 48 6f 77 65 76 65 | ally.set.to.zero..........Howeve |
| 8d20 | 72 2c 20 74 68 69 73 20 63 6f 75 6c 64 20 62 65 20 75 6e 64 65 73 69 72 61 62 6c 65 20 69 66 20 | r,.this.could.be.undesirable.if. |
| 8d40 | 74 68 65 72 65 20 61 72 65 20 61 72 72 61 79 20 76 61 6c 75 65 73 0a 20 20 20 20 20 20 20 20 63 | there.are.array.values.........c |
| 8d60 | 6f 72 72 65 73 70 6f 6e 64 69 6e 67 20 74 6f 20 61 63 74 75 61 6c 20 65 64 67 65 73 20 74 68 61 | orresponding.to.actual.edges.tha |
| 8d80 | 74 20 61 6c 73 6f 20 68 61 76 65 20 74 68 65 20 76 61 6c 75 65 20 7a 65 72 6f 2e 20 49 66 20 73 | t.also.have.the.value.zero..If.s |
| 8da0 | 6f 2c 0a 20 20 20 20 20 20 20 20 6f 6e 65 20 6d 69 67 68 74 20 70 72 65 66 65 72 20 6e 6f 6e 65 | o,.........one.might.prefer.none |
| 8dc0 | 64 67 65 73 20 74 6f 20 68 61 76 65 20 73 6f 6d 65 20 6f 74 68 65 72 20 76 61 6c 75 65 2c 20 73 | dges.to.have.some.other.value,.s |
| 8de0 | 75 63 68 20 61 73 20 60 60 6e 61 6e 60 60 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 | uch.as.``nan``.......Returns.... |
| 8e00 | 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 41 20 3a 20 4e 75 6d 50 79 20 6e 64 61 72 72 61 79 0a 20 | .-------.....A.:.NumPy.ndarray.. |
| 8e20 | 20 20 20 20 20 20 20 47 72 61 70 68 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 0a 0a 20 | .......Graph.adjacency.matrix... |
| 8e40 | 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 4e 65 74 77 6f 72 6b | ...Raises.....------.....Network |
| 8e60 | 58 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 49 66 20 60 64 74 79 70 65 60 20 69 73 20 61 20 73 | XError.........If.`dtype`.is.a.s |
| 8e80 | 74 72 75 63 74 75 72 65 64 20 64 74 79 70 65 20 61 6e 64 20 60 47 60 20 69 73 20 61 20 6d 75 6c | tructured.dtype.and.`G`.is.a.mul |
| 8ea0 | 74 69 67 72 61 70 68 0a 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 49 | tigraph.....ValueError.........I |
| 8ec0 | 66 20 60 64 74 79 70 65 60 20 69 73 20 61 20 73 74 72 75 63 74 75 72 65 64 20 64 74 79 70 65 20 | f.`dtype`.is.a.structured.dtype. |
| 8ee0 | 61 6e 64 20 60 77 65 69 67 68 74 60 20 69 73 20 6e 6f 74 20 60 4e 6f 6e 65 60 0a 0a 20 20 20 20 | and.`weight`.is.not.`None`...... |
| 8f00 | 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 66 72 6f 6d 5f 6e | See.Also.....--------.....from_n |
| 8f20 | 75 6d 70 79 5f 61 72 72 61 79 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a | umpy_array......Notes.....-----. |
| 8f40 | 20 20 20 20 46 6f 72 20 64 69 72 65 63 74 65 64 20 67 72 61 70 68 73 2c 20 65 6e 74 72 79 20 60 | ....For.directed.graphs,.entry.` |
| 8f60 | 60 69 2c 20 6a 60 60 20 63 6f 72 72 65 73 70 6f 6e 64 73 20 74 6f 20 61 6e 20 65 64 67 65 20 66 | `i,.j``.corresponds.to.an.edge.f |
| 8f80 | 72 6f 6d 20 60 60 69 60 60 20 74 6f 20 60 60 6a 60 60 2e 0a 0a 20 20 20 20 45 6e 74 72 69 65 73 | rom.``i``.to.``j``.......Entries |
| 8fa0 | 20 69 6e 20 74 68 65 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 61 72 65 20 67 69 76 | .in.the.adjacency.matrix.are.giv |
| 8fc0 | 65 6e 20 62 79 20 74 68 65 20 60 77 65 69 67 68 74 60 20 65 64 67 65 20 61 74 74 72 69 62 75 74 | en.by.the.`weight`.edge.attribut |
| 8fe0 | 65 2e 0a 20 20 20 20 57 68 65 6e 20 61 6e 20 65 64 67 65 20 64 6f 65 73 20 6e 6f 74 20 68 61 76 | e......When.an.edge.does.not.hav |
| 9000 | 65 20 61 20 77 65 69 67 68 74 20 61 74 74 72 69 62 75 74 65 2c 20 74 68 65 20 76 61 6c 75 65 20 | e.a.weight.attribute,.the.value. |
| 9020 | 6f 66 20 74 68 65 20 65 6e 74 72 79 20 69 73 0a 20 20 20 20 73 65 74 20 74 6f 20 74 68 65 20 6e | of.the.entry.is.....set.to.the.n |
| 9040 | 75 6d 62 65 72 20 31 2e 20 20 46 6f 72 20 6d 75 6c 74 69 70 6c 65 20 28 70 61 72 61 6c 6c 65 6c | umber.1...For.multiple.(parallel |
| 9060 | 29 20 65 64 67 65 73 2c 20 74 68 65 20 76 61 6c 75 65 73 20 6f 66 20 74 68 65 0a 20 20 20 20 65 | ).edges,.the.values.of.the.....e |
| 9080 | 6e 74 72 69 65 73 20 61 72 65 20 64 65 74 65 72 6d 69 6e 65 64 20 62 79 20 74 68 65 20 60 6d 75 | ntries.are.determined.by.the.`mu |
| 90a0 | 6c 74 69 67 72 61 70 68 5f 77 65 69 67 68 74 60 20 70 61 72 61 6d 65 74 65 72 2e 20 54 68 65 20 | ltigraph_weight`.parameter..The. |
| 90c0 | 64 65 66 61 75 6c 74 20 69 73 0a 20 20 20 20 74 6f 20 73 75 6d 20 74 68 65 20 77 65 69 67 68 74 | default.is.....to.sum.the.weight |
| 90e0 | 20 61 74 74 72 69 62 75 74 65 73 20 66 6f 72 20 65 61 63 68 20 6f 66 20 74 68 65 20 70 61 72 61 | .attributes.for.each.of.the.para |
| 9100 | 6c 6c 65 6c 20 65 64 67 65 73 2e 0a 0a 20 20 20 20 57 68 65 6e 20 60 6e 6f 64 65 6c 69 73 74 60 | llel.edges.......When.`nodelist` |
| 9120 | 20 64 6f 65 73 20 6e 6f 74 20 63 6f 6e 74 61 69 6e 20 65 76 65 72 79 20 6e 6f 64 65 20 69 6e 20 | .does.not.contain.every.node.in. |
| 9140 | 60 47 60 2c 20 74 68 65 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 78 20 69 73 0a 20 20 20 | `G`,.the.adjacency.matrix.is.... |
| 9160 | 20 62 75 69 6c 74 20 66 72 6f 6d 20 74 68 65 20 73 75 62 67 72 61 70 68 20 6f 66 20 60 47 60 20 | .built.from.the.subgraph.of.`G`. |
| 9180 | 74 68 61 74 20 69 73 20 69 6e 64 75 63 65 64 20 62 79 20 74 68 65 20 6e 6f 64 65 73 20 69 6e 20 | that.is.induced.by.the.nodes.in. |
| 91a0 | 60 6e 6f 64 65 6c 69 73 74 60 2e 0a 0a 20 20 20 20 54 68 65 20 63 6f 6e 76 65 6e 74 69 6f 6e 20 | `nodelist`.......The.convention. |
| 91c0 | 75 73 65 64 20 66 6f 72 20 73 65 6c 66 2d 6c 6f 6f 70 20 65 64 67 65 73 20 69 6e 20 67 72 61 70 | used.for.self-loop.edges.in.grap |
| 91e0 | 68 73 20 69 73 20 74 6f 20 61 73 73 69 67 6e 20 74 68 65 0a 20 20 20 20 64 69 61 67 6f 6e 61 6c | hs.is.to.assign.the.....diagonal |
| 9200 | 20 61 72 72 61 79 20 65 6e 74 72 79 20 76 61 6c 75 65 20 74 6f 20 74 68 65 20 77 65 69 67 68 74 | .array.entry.value.to.the.weight |
| 9220 | 20 61 74 74 72 69 62 75 74 65 20 6f 66 20 74 68 65 20 65 64 67 65 0a 20 20 20 20 28 6f 72 20 74 | .attribute.of.the.edge.....(or.t |
| 9240 | 68 65 20 6e 75 6d 62 65 72 20 31 20 69 66 20 74 68 65 20 65 64 67 65 20 68 61 73 20 6e 6f 20 77 | he.number.1.if.the.edge.has.no.w |
| 9260 | 65 69 67 68 74 20 61 74 74 72 69 62 75 74 65 29 2e 20 49 66 20 74 68 65 0a 20 20 20 20 61 6c 74 | eight.attribute)..If.the.....alt |
| 9280 | 65 72 6e 61 74 65 20 63 6f 6e 76 65 6e 74 69 6f 6e 20 6f 66 20 64 6f 75 62 6c 69 6e 67 20 74 68 | ernate.convention.of.doubling.th |
| 92a0 | 65 20 65 64 67 65 20 77 65 69 67 68 74 20 69 73 20 64 65 73 69 72 65 64 20 74 68 65 0a 20 20 20 | e.edge.weight.is.desired.the.... |
| 92c0 | 20 72 65 73 75 6c 74 69 6e 67 20 4e 75 6d 50 79 20 61 72 72 61 79 20 63 61 6e 20 62 65 20 6d 6f | .resulting.NumPy.array.can.be.mo |
| 92e0 | 64 69 66 69 65 64 20 61 73 20 66 6f 6c 6c 6f 77 73 3a 0a 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f | dified.as.follows:......>>>.impo |
| 9300 | 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 47 72 | rt.numpy.as.np.....>>>.G.=.nx.Gr |
| 9320 | 61 70 68 28 5b 28 31 2c 20 31 29 5d 29 0a 20 20 20 20 3e 3e 3e 20 41 20 3d 20 6e 78 2e 74 6f 5f | aph([(1,.1)]).....>>>.A.=.nx.to_ |
| 9340 | 6e 75 6d 70 79 5f 61 72 72 61 79 28 47 29 0a 20 20 20 20 3e 3e 3e 20 41 0a 20 20 20 20 61 72 72 | numpy_array(G).....>>>.A.....arr |
| 9360 | 61 79 28 5b 5b 31 2e 5d 5d 29 0a 20 20 20 20 3e 3e 3e 20 41 5b 6e 70 2e 64 69 61 67 5f 69 6e 64 | ay([[1.]]).....>>>.A[np.diag_ind |
| 9380 | 69 63 65 73 5f 66 72 6f 6d 28 41 29 5d 20 2a 3d 20 32 0a 20 20 20 20 3e 3e 3e 20 41 0a 20 20 20 | ices_from(A)].*=.2.....>>>.A.... |
| 93a0 | 20 61 72 72 61 79 28 5b 5b 32 2e 5d 5d 29 0a 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 | .array([[2.]])......Examples.... |
| 93c0 | 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 4d 75 6c 74 69 44 69 | .--------.....>>>.G.=.nx.MultiDi |
| 93e0 | 47 72 61 70 68 28 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 30 2c 20 31 2c | Graph().....>>>.G.add_edge(0,.1, |
| 9400 | 20 77 65 69 67 68 74 3d 32 29 0a 20 20 20 20 30 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 | .weight=2).....0.....>>>.G.add_e |
| 9420 | 64 67 65 28 31 2c 20 30 29 0a 20 20 20 20 30 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 | dge(1,.0).....0.....>>>.G.add_ed |
| 9440 | 67 65 28 32 2c 20 32 2c 20 77 65 69 67 68 74 3d 33 29 0a 20 20 20 20 30 0a 20 20 20 20 3e 3e 3e | ge(2,.2,.weight=3).....0.....>>> |
| 9460 | 20 47 2e 61 64 64 5f 65 64 67 65 28 32 2c 20 32 29 0a 20 20 20 20 31 0a 20 20 20 20 3e 3e 3e 20 | .G.add_edge(2,.2).....1.....>>>. |
| 9480 | 6e 78 2e 74 6f 5f 6e 75 6d 70 79 5f 61 72 72 61 79 28 47 2c 20 6e 6f 64 65 6c 69 73 74 3d 5b 30 | nx.to_numpy_array(G,.nodelist=[0 |
| 94a0 | 2c 20 31 2c 20 32 5d 29 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2e 2c 20 32 2e 2c 20 30 2e 5d | ,.1,.2]).....array([[0.,.2.,.0.] |
| 94c0 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 31 2e 2c 20 30 2e 2c 20 30 2e 5d 2c 0a 20 20 20 20 20 | ,............[1.,.0.,.0.],...... |
| 94e0 | 20 20 20 20 20 20 5b 30 2e 2c 20 30 2e 2c 20 34 2e 5d 5d 29 0a 0a 20 20 20 20 57 68 65 6e 20 60 | ......[0.,.0.,.4.]])......When.` |
| 9500 | 6e 6f 64 65 6c 69 73 74 60 20 61 72 67 75 6d 65 6e 74 20 69 73 20 75 73 65 64 2c 20 6e 6f 64 65 | nodelist`.argument.is.used,.node |
| 9520 | 73 20 6f 66 20 60 47 60 20 77 68 69 63 68 20 64 6f 20 6e 6f 74 20 61 70 70 65 61 72 20 69 6e 20 | s.of.`G`.which.do.not.appear.in. |
| 9540 | 74 68 65 20 60 6e 6f 64 65 6c 69 73 74 60 0a 20 20 20 20 61 6e 64 20 74 68 65 69 72 20 65 64 67 | the.`nodelist`.....and.their.edg |
| 9560 | 65 73 20 61 72 65 20 6e 6f 74 20 69 6e 63 6c 75 64 65 64 20 69 6e 20 74 68 65 20 61 64 6a 61 63 | es.are.not.included.in.the.adjac |
| 9580 | 65 6e 63 79 20 6d 61 74 72 69 78 2e 20 48 65 72 65 20 69 73 20 61 6e 20 65 78 61 6d 70 6c 65 3a | ency.matrix..Here.is.an.example: |
| 95a0 | 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 47 72 61 70 68 28 29 0a 20 20 20 20 3e 3e 3e | ......>>>.G.=.nx.Graph().....>>> |
| 95c0 | 20 47 2e 61 64 64 5f 65 64 67 65 28 33 2c 20 31 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f | .G.add_edge(3,.1).....>>>.G.add_ |
| 95e0 | 65 64 67 65 28 32 2c 20 30 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 32 2c | edge(2,.0).....>>>.G.add_edge(2, |
| 9600 | 20 31 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 33 2c 20 30 29 0a 20 20 20 | .1).....>>>.G.add_edge(3,.0).... |
| 9620 | 20 3e 3e 3e 20 6e 78 2e 74 6f 5f 6e 75 6d 70 79 5f 61 72 72 61 79 28 47 2c 20 6e 6f 64 65 6c 69 | .>>>.nx.to_numpy_array(G,.nodeli |
| 9640 | 73 74 3d 5b 31 2c 20 32 2c 20 33 5d 29 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2e 2c 20 31 2e | st=[1,.2,.3]).....array([[0.,.1. |
| 9660 | 2c 20 31 2e 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 31 2e 2c 20 30 2e 2c 20 30 2e 5d 2c 0a | ,.1.],............[1.,.0.,.0.],. |
| 9680 | 20 20 20 20 20 20 20 20 20 20 20 5b 31 2e 2c 20 30 2e 2c 20 30 2e 5d 5d 29 0a 0a 20 20 20 20 54 | ...........[1.,.0.,.0.]])......T |
| 96a0 | 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 63 61 6e 20 61 6c 73 6f 20 62 65 20 75 73 65 64 20 74 6f | his.function.can.also.be.used.to |
| 96c0 | 20 63 72 65 61 74 65 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 63 65 73 20 66 6f 72 20 6d | .create.adjacency.matrices.for.m |
| 96e0 | 75 6c 74 69 70 6c 65 0a 20 20 20 20 65 64 67 65 20 61 74 74 72 69 62 75 74 65 73 20 77 69 74 68 | ultiple.....edge.attributes.with |
| 9700 | 20 73 74 72 75 63 74 75 72 65 64 20 64 74 79 70 65 73 3a 0a 0a 20 20 20 20 3e 3e 3e 20 47 20 3d | .structured.dtypes:......>>>.G.= |
| 9720 | 20 6e 78 2e 47 72 61 70 68 28 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 30 | .nx.Graph().....>>>.G.add_edge(0 |
| 9740 | 2c 20 31 2c 20 77 65 69 67 68 74 3d 31 30 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 | ,.1,.weight=10).....>>>.G.add_ed |
| 9760 | 67 65 28 31 2c 20 32 2c 20 63 6f 73 74 3d 35 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 | ge(1,.2,.cost=5).....>>>.G.add_e |
| 9780 | 64 67 65 28 32 2c 20 33 2c 20 77 65 69 67 68 74 3d 33 2c 20 63 6f 73 74 3d 2d 34 2e 30 29 0a 20 | dge(2,.3,.weight=3,.cost=-4.0).. |
| 97a0 | 20 20 20 3e 3e 3e 20 64 74 79 70 65 20 3d 20 6e 70 2e 64 74 79 70 65 28 5b 28 22 77 65 69 67 68 | ...>>>.dtype.=.np.dtype([("weigh |
| 97c0 | 74 22 2c 20 69 6e 74 29 2c 20 28 22 63 6f 73 74 22 2c 20 66 6c 6f 61 74 29 5d 29 0a 20 20 20 20 | t",.int),.("cost",.float)])..... |
| 97e0 | 3e 3e 3e 20 41 20 3d 20 6e 78 2e 74 6f 5f 6e 75 6d 70 79 5f 61 72 72 61 79 28 47 2c 20 64 74 79 | >>>.A.=.nx.to_numpy_array(G,.dty |
| 9800 | 70 65 3d 64 74 79 70 65 2c 20 77 65 69 67 68 74 3d 4e 6f 6e 65 29 0a 20 20 20 20 3e 3e 3e 20 41 | pe=dtype,.weight=None).....>>>.A |
| 9820 | 5b 22 77 65 69 67 68 74 22 5d 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 20 30 2c 20 31 30 2c 20 20 | ["weight"].....array([[.0,.10,.. |
| 9840 | 30 2c 20 20 30 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 31 30 2c 20 20 30 2c 20 20 31 2c 20 | 0,..0],............[10,..0,..1,. |
| 9860 | 20 30 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 20 30 2c 20 20 31 2c 20 20 30 2c 20 20 33 5d | .0],............[.0,..1,..0,..3] |
| 9880 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 20 30 2c 20 20 30 2c 20 20 33 2c 20 20 30 5d 5d 29 0a | ,............[.0,..0,..3,..0]]). |
| 98a0 | 20 20 20 20 3e 3e 3e 20 41 5b 22 63 6f 73 74 22 5d 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 20 30 | ....>>>.A["cost"].....array([[.0 |
| 98c0 | 2e 2c 20 20 31 2e 2c 20 20 30 2e 2c 20 20 30 2e 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 20 | .,..1.,..0.,..0.],............[. |
| 98e0 | 31 2e 2c 20 20 30 2e 2c 20 20 35 2e 2c 20 20 30 2e 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b | 1.,..0.,..5.,..0.],............[ |
| 9900 | 20 30 2e 2c 20 20 35 2e 2c 20 20 30 2e 2c 20 2d 34 2e 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 | .0.,..5.,..0.,.-4.],............ |
| 9920 | 5b 20 30 2e 2c 20 20 30 2e 2c 20 2d 34 2e 2c 20 20 30 2e 5d 5d 29 0a 0a 20 20 20 20 41 73 20 73 | [.0.,..0.,.-4.,..0.]])......As.s |
| 9940 | 74 61 74 65 64 20 61 62 6f 76 65 2c 20 74 68 65 20 61 72 67 75 6d 65 6e 74 20 22 6e 6f 6e 65 64 | tated.above,.the.argument."noned |
| 9960 | 67 65 22 20 69 73 20 75 73 65 66 75 6c 20 65 73 70 65 63 69 61 6c 6c 79 20 77 68 65 6e 20 74 68 | ge".is.useful.especially.when.th |
| 9980 | 65 72 65 20 61 72 65 0a 20 20 20 20 61 63 74 75 61 6c 6c 79 20 65 64 67 65 73 20 77 69 74 68 20 | ere.are.....actually.edges.with. |
| 99a0 | 77 65 69 67 68 74 20 30 20 69 6e 20 74 68 65 20 67 72 61 70 68 2e 20 53 65 74 74 69 6e 67 20 61 | weight.0.in.the.graph..Setting.a |
| 99c0 | 20 6e 6f 6e 65 64 67 65 20 76 61 6c 75 65 20 64 69 66 66 65 72 65 6e 74 20 74 68 61 6e 20 30 2c | .nonedge.value.different.than.0, |
| 99e0 | 0a 20 20 20 20 6d 61 6b 65 73 20 69 74 20 6d 75 63 68 20 63 6c 65 61 72 65 72 20 74 6f 20 64 69 | .....makes.it.much.clearer.to.di |
| 9a00 | 66 66 65 72 65 6e 74 69 61 74 65 20 73 75 63 68 20 30 2d 77 65 69 67 68 74 65 64 20 65 64 67 65 | fferentiate.such.0-weighted.edge |
| 9a20 | 73 20 61 6e 64 20 61 63 74 75 61 6c 20 6e 6f 6e 65 64 67 65 20 76 61 6c 75 65 73 2e 0a 0a 20 20 | s.and.actual.nonedge.values..... |
| 9a40 | 20 20 3e 3e 3e 20 47 20 3d 20 6e 78 2e 47 72 61 70 68 28 29 0a 20 20 20 20 3e 3e 3e 20 47 2e 61 | ..>>>.G.=.nx.Graph().....>>>.G.a |
| 9a60 | 64 64 5f 65 64 67 65 28 33 2c 20 31 2c 20 77 65 69 67 68 74 3d 32 29 0a 20 20 20 20 3e 3e 3e 20 | dd_edge(3,.1,.weight=2).....>>>. |
| 9a80 | 47 2e 61 64 64 5f 65 64 67 65 28 32 2c 20 30 2c 20 77 65 69 67 68 74 3d 30 29 0a 20 20 20 20 3e | G.add_edge(2,.0,.weight=0).....> |
| 9aa0 | 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 32 2c 20 31 2c 20 77 65 69 67 68 74 3d 30 29 0a 20 20 | >>.G.add_edge(2,.1,.weight=0)... |
| 9ac0 | 20 20 3e 3e 3e 20 47 2e 61 64 64 5f 65 64 67 65 28 33 2c 20 30 2c 20 77 65 69 67 68 74 3d 31 29 | ..>>>.G.add_edge(3,.0,.weight=1) |
| 9ae0 | 0a 20 20 20 20 3e 3e 3e 20 6e 78 2e 74 6f 5f 6e 75 6d 70 79 5f 61 72 72 61 79 28 47 2c 20 6e 6f | .....>>>.nx.to_numpy_array(G,.no |
| 9b00 | 6e 65 64 67 65 3d 2d 31 2e 30 29 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 31 2e 2c 20 20 32 2e | nedge=-1.0).....array([[-1.,..2. |
| 9b20 | 2c 20 2d 31 2e 2c 20 20 31 2e 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 20 32 2e 2c 20 2d 31 | ,.-1.,..1.],............[.2.,.-1 |
| 9b40 | 2e 2c 20 20 30 2e 2c 20 2d 31 2e 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 2d 31 2e 2c 20 20 | .,..0.,.-1.],............[-1.,.. |
| 9b60 | 30 2e 2c 20 2d 31 2e 2c 20 20 30 2e 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 20 31 2e 2c 20 | 0.,.-1.,..0.],............[.1.,. |
| 9b80 | 2d 31 2e 2c 20 20 30 2e 2c 20 2d 31 2e 5d 5d 29 0a 20 20 20 20 72 02 00 00 00 4e 7a 06 4e 6f 64 | -1.,..0.,.-1.]]).....r....Nz.Nod |
| 9ba0 | 65 73 20 72 65 00 00 00 72 66 00 00 00 29 03 da 0a 66 69 6c 6c 5f 76 61 6c 75 65 72 10 00 00 00 | es.re...rf...)...fill_valuer.... |
| 9bc0 | 72 11 00 00 00 7a 80 53 70 65 63 69 66 79 69 6e 67 20 60 77 65 69 67 68 74 60 20 6e 6f 74 20 73 | r....z.Specifying.`weight`.not.s |
| 9be0 | 75 70 70 6f 72 74 65 64 20 66 6f 72 20 73 74 72 75 63 74 75 72 65 64 20 64 74 79 70 65 73 0a 2e | upported.for.structured.dtypes.. |
| 9c00 | 54 6f 20 63 72 65 61 74 65 20 61 64 6a 61 63 65 6e 63 79 20 6d 61 74 72 69 63 65 73 20 66 72 6f | To.create.adjacency.matrices.fro |
| 9c20 | 6d 20 73 74 72 75 63 74 75 72 65 64 20 64 74 79 70 65 73 2c 20 75 73 65 20 60 77 65 69 67 68 74 | m.structured.dtypes,.use.`weight |
| 9c40 | 3d 4e 6f 6e 65 60 2e 7a 33 53 74 72 75 63 74 75 72 65 64 20 61 72 72 61 79 73 20 61 72 65 20 6e | =None`.z3Structured.arrays.are.n |
| 9c60 | 6f 74 20 73 75 70 70 6f 72 74 65 64 20 66 6f 72 20 4d 75 6c 74 69 47 72 61 70 68 73 67 00 00 00 | ot.supported.for.MultiGraphsg... |
| 9c80 | 00 00 00 f0 3f 72 6d 00 00 00 54 72 30 00 00 00 29 1a 72 8b 00 00 00 72 18 00 00 00 72 56 00 00 | ....?rm...Tr0...).r....r....rV.. |
| 9ca0 | 00 72 24 00 00 00 72 26 00 00 00 72 27 00 00 00 da 04 66 75 6c 6c da 0f 6e 75 6d 62 65 72 5f 6f | .r$...r&...r'.....full..number_o |
| 9cc0 | 66 5f 65 64 67 65 73 72 10 00 00 00 da 05 6e 61 6d 65 73 72 76 00 00 00 72 74 00 00 00 72 50 00 | f_edgesr......namesrv...rt...rP. |
| 9ce0 | 00 00 72 75 00 00 00 72 73 00 00 00 da 04 63 6f 70 79 72 3e 00 00 00 72 03 00 00 00 72 3a 00 00 | ..ru...rs.....copyr>...r....r:.. |
| 9d00 | 00 72 53 00 00 00 da 05 61 72 72 61 79 72 34 00 00 00 da 01 54 72 28 00 00 00 72 3d 00 00 00 72 | .rS.....arrayr4.....Tr(...r=...r |
| 9d20 | 77 00 00 00 29 18 72 1a 00 00 00 72 0f 00 00 00 72 10 00 00 00 72 11 00 00 00 72 12 00 00 00 72 | w...).r....r....r....r....r....r |
| 9d40 | 0c 00 00 00 72 13 00 00 00 72 92 00 00 00 72 7e 00 00 00 72 7f 00 00 00 72 2d 00 00 00 72 0d 00 | ....r....r....r~...r....r-...r.. |
| 9d60 | 00 00 da 03 69 64 78 72 37 00 00 00 72 5a 00 00 00 72 5b 00 00 00 72 6a 00 00 00 72 a9 00 00 00 | ....idxr7...rZ...r[...rj...r.... |
| 9d80 | da 01 6a da 02 77 73 da 03 77 74 73 72 14 00 00 00 da 04 61 74 74 72 da 09 61 74 74 72 5f 64 61 | ..j..ws..wtsr......attr..attr_da |
| 9da0 | 74 61 73 18 00 00 00 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 | tas............................r |
| 9dc0 | 1d 00 00 00 72 0b 00 00 00 72 0b 00 00 00 71 03 00 00 73 17 03 00 00 80 00 f3 40 05 00 05 17 e0 | ....r....r....q...s.......@..... |
| 9de0 | 07 0f d0 07 17 dc 13 17 98 01 93 37 88 08 dc 0b 0e 88 78 8b 3d 80 44 f4 06 00 0f 12 90 28 8b 6d | ...........7......x.=.D......(.m |
| 9e00 | 80 47 d8 07 0e 94 13 90 51 93 16 d2 07 17 dc 0e 10 d7 0e 1e d1 0e 1e a0 16 a8 07 b4 23 b0 61 b3 | .G......Q...................#.a. |
| 9e20 | 26 d1 28 38 d0 27 39 d0 39 51 d0 1f 52 d3 0e 53 d0 08 53 dc 07 0a 88 37 83 7c 90 64 d2 07 1a dc | &.(8.'9.9Q..R..S..S....7.|.d.... |
| 9e40 | 0e 10 d7 0e 1e d1 0e 1e d0 1f 3e d3 0e 3f d0 08 3f e0 08 0a 8f 07 89 07 90 14 90 74 90 0c a8 17 | ..........>..?..?..........t.... |
| 9e60 | b8 05 c0 55 88 07 d3 08 4b 80 41 f0 06 00 08 0c 88 71 82 79 90 41 d7 14 25 d1 14 25 d3 14 27 a8 | ...U....K.A......q.y.A..%..%..'. |
| 9e80 | 31 d2 14 2c d8 0f 10 88 08 f0 08 00 12 16 80 4a d8 07 08 87 77 81 77 87 7d 82 7d d8 0b 11 88 3e | 1..,...........J....w.w.}.}....> |
| 9ea0 | d8 19 1e 9f 1b 99 1b 89 4a e4 12 1c f0 02 01 11 5a 01 f3 03 03 13 0e f0 00 03 0d 0e f4 0c 00 0b | ........J.......Z............... |
| 9ec0 | 0f 8c 73 90 38 9c 55 a0 34 9b 5b d3 0f 29 d3 0a 2a 80 43 dc 07 0a 88 38 83 7d 94 73 98 31 93 76 | ..s.8.U.4.[..)..*.C....8.}.s.1.v |
| 9ee0 | d2 07 1d d8 0c 0d 8f 4a 89 4a 90 78 d3 0c 20 d7 0c 25 d1 0c 25 d3 0c 27 88 01 f0 06 00 08 09 87 | .......J.J.x.....%..%..'........ |
| 9f00 | 7f 81 7f d4 07 18 d9 0b 15 dc 12 14 d7 12 22 d1 12 22 d8 10 45 f3 03 02 13 0e f0 00 02 0d 0e f4 | ..............".."..E........... |
| 9f20 | 06 00 0d 18 9c 04 d3 0c 1d 88 01 d8 18 19 9f 07 99 07 a0 56 b0 53 98 07 d3 18 39 f2 00 01 09 2b | ...................V.S....9....+ |
| 9f40 | 89 48 88 41 88 71 90 22 d8 0c 0d 88 73 90 31 89 76 90 73 98 31 91 76 d0 0e 1e d1 0c 1f d7 0c 26 | .H.A.q."....s.1.v.s.1.v........& |
| 9f60 | d1 0c 26 a0 72 d5 0c 2a f0 03 01 09 2b e0 0f 11 8f 78 89 78 9c 04 98 51 9f 56 99 56 9b 58 9b 0e | ..&.r..*....+....x.x...Q.V.V.X.. |
| 9f80 | d3 0f 27 d7 0f 29 d1 0f 29 89 04 88 01 88 31 d8 2f 30 af 78 a9 78 ab 7a d6 0e 3a a8 12 d1 0f 20 | ..'..)..).....1./0.x.x.z..:..... |
| 9fa0 | a0 12 d5 0f 24 d0 0e 3a 88 03 d1 0e 3a e0 14 16 98 02 98 42 88 63 88 31 88 01 f1 06 00 0c 16 e0 | ....$..:....:......B.c.1........ |
| 9fc0 | 1e 1f 9f 67 99 67 a8 34 98 67 d3 1e 30 f2 00 03 0d 21 91 0a 90 01 90 31 90 64 d8 10 11 97 08 91 | ...g.g.4.g..0....!.....1.d...... |
| 9fe0 | 08 98 13 98 51 99 16 d4 10 20 d8 10 11 97 08 91 08 98 13 98 51 99 16 d4 10 20 d8 10 13 97 0a 91 | ....Q...............Q........... |
| a000 | 0a 98 34 d5 10 20 f0 07 03 0d 21 f0 0c 00 19 23 f2 00 04 0d 2e 90 04 d8 39 3c d6 1c 3d b0 32 98 | ..4.......!....#........9<..=.2. |
| a020 | 52 9f 56 99 56 a0 44 a8 23 d5 1d 2e d0 1c 3d 90 09 d0 1c 3d d8 20 29 90 01 90 24 91 07 98 01 98 | R.V.V.D.#.....=....=..)...$..... |
| a040 | 31 98 04 91 0d d8 17 18 97 7d 91 7d 95 7f d8 24 2d 90 41 90 64 91 47 98 41 98 71 98 44 92 4d f0 | 1........}.}...$-.A.d.G.A.q.D.M. |
| a060 | 09 04 0d 2e f0 0a 00 14 15 88 48 e0 18 19 9f 07 99 07 a0 56 b0 53 98 07 d3 18 39 f2 00 03 09 1b | ..........H........V.S....9..... |
| a080 | 89 48 88 41 88 71 90 22 d8 0c 0d 8f 48 89 48 90 53 98 11 91 56 d4 0c 1c d8 0c 0d 8f 48 89 48 90 | .H.A.q."....H.H.S...V.......H.H. |
| a0a0 | 53 98 11 91 56 d4 0c 1c d8 0c 0f 8f 4a 89 4a 90 72 8d 4e f0 07 03 09 1b f0 0c 00 0f 12 80 41 80 | S...V.......J.J.r.N...........A. |
| a0c0 | 61 88 11 80 64 81 47 d8 0b 0c 8f 3d 89 3d 8c 3f d8 12 15 88 01 88 21 88 51 88 24 89 07 e0 0b 0c | a...d.G....=.=.?......!.Q.$..... |
| a0e0 | 80 48 f9 f2 3d 00 0f 3b f9 f2 1c 00 1d 3e 73 0c 00 00 00 c7 2a 0f 4c 1a 04 c9 21 19 4c 1f 06 29 | .H..=..;.....>s.....*.L...!.L..) |
| a100 | 01 72 0f 00 00 00 63 04 00 00 00 00 00 00 00 01 00 00 00 09 00 00 00 03 00 00 00 f3 ba 04 00 00 | .r....c......................... |
| a120 | 87 00 87 03 87 0e 87 0f 87 10 87 11 97 00 74 00 00 00 00 00 00 00 00 00 74 02 00 00 00 00 00 00 | ..............t.........t....... |
| a140 | 00 00 74 02 00 00 00 00 00 00 00 00 74 04 00 00 00 00 00 00 00 00 74 06 00 00 00 00 00 00 00 00 | ..t.........t.........t......... |
| a160 | 74 08 00 00 00 00 00 00 00 00 74 08 00 00 00 00 00 00 00 00 64 01 64 02 9c 08 8a 10 74 0b 00 00 | t.........t.........d.d.....t... |
| a180 | 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 64 03 7c 02 ab 02 | ......j...................d.|... |
| a1a0 | 00 00 00 00 00 00 7d 05 89 00 6a 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 04 | ......}...j...................d. |
| a1c0 | 6b 37 00 00 72 22 74 0b 00 00 00 00 00 00 00 00 6a 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | k7..r"t.........j............... |
| a1e0 | 00 00 00 00 64 05 89 00 6a 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 9b 00 9d 02 | ....d...j....................... |
| a200 | ab 01 00 00 00 00 00 00 82 01 89 00 6a 12 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ............j................... |
| a220 | 5c 02 00 00 7d 06 7d 07 7c 06 7c 07 6b 37 00 00 72 22 74 0b 00 00 00 00 00 00 00 00 6a 10 00 00 | \...}.}.|.|.k7..r"t.........j... |
| a240 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 64 06 89 00 6a 12 00 00 00 00 00 00 00 00 00 00 | ................d...j........... |
| a260 | 00 00 00 00 00 00 00 00 9b 00 9d 02 ab 01 00 00 00 00 00 00 82 01 89 00 6a 14 00 00 00 00 00 00 | ........................j....... |
| a280 | 00 00 00 00 00 00 00 00 00 00 00 00 7d 08 09 00 89 10 7c 08 6a 16 00 00 00 00 00 00 00 00 00 00 | ............}.....|.j........... |
| a2a0 | 00 00 00 00 00 00 00 00 19 00 00 00 8a 11 7c 04 64 08 75 00 78 01 7d 0a 72 0c 74 1d 00 00 00 00 | ..............|.d.u.x.}.r.t..... |
| a2c0 | 00 00 00 00 7c 06 ab 01 00 00 00 00 00 00 7d 04 6e 19 74 1f 00 00 00 00 00 00 00 00 7c 04 ab 01 | ....|.........}.n.t.........|... |
| a2e0 | 00 00 00 00 00 00 7c 06 6b 37 00 00 72 0b 74 21 00 00 00 00 00 00 00 00 64 09 ab 01 00 00 00 00 | ......|.k7..r.t!........d....... |
| a300 | 00 00 82 01 7c 05 6a 23 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7c 04 ab 01 00 00 | ....|.j#..................|..... |
| a320 | 00 00 00 00 01 00 64 0a 84 00 74 25 00 00 00 00 00 00 00 00 89 00 6a 27 00 00 00 00 00 00 00 00 | ......d...t%..........j'........ |
| a340 | 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 8e 00 44 00 ab 00 00 00 00 00 00 00 7d 0b | ....................D.........}. |
| a360 | 89 11 64 01 6b 28 00 00 72 43 74 29 00 00 00 00 00 00 00 00 64 0b 84 00 89 00 6a 14 00 00 00 00 | ..d.k(..rCt)........d.....j..... |
| a380 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6a 2a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ..............j*................ |
| a3a0 | 00 00 6a 2d 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 | ..j-..........................D. |
| a3c0 | ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 8a 0e 88 00 88 03 88 0e 88 10 66 04 64 0c 84 08 | ..........................f.d... |
| a3e0 | 7c 0b 44 00 ab 00 00 00 00 00 00 00 7d 0c 6e 78 89 11 74 02 00 00 00 00 00 00 00 00 75 00 72 55 | |.D.........}.nx..t.........u.rU |
| a400 | 7c 05 6a 2f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 72 45 | |.j/..........................rE |
| a420 | 7c 01 72 43 74 30 00 00 00 00 00 00 00 00 6a 32 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | |.rCt0........j2................ |
| a440 | 00 00 6a 34 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 7d 0d 89 03 64 0d 76 00 72 12 | ..j4..................}...d.v.r. |
| a460 | 02 00 7c 0d 88 00 66 01 64 0e 84 08 7c 0b 44 00 ab 00 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 | ..|...f.d...|.D................. |
| a480 | 7d 0c 6e 2e 02 00 7c 0d 88 00 88 03 66 02 64 0f 84 08 7c 0b 44 00 ab 00 00 00 00 00 00 00 ab 01 | }.n...|.....f.d...|.D........... |
| a4a0 | 00 00 00 00 00 00 7d 0c 6e 1b 89 03 64 0d 76 00 72 0a 64 10 84 00 7c 0b 44 00 ab 00 00 00 00 00 | ......}.n...d.v.r.d...|.D....... |
| a4c0 | 00 00 7d 0c 6e 0d 88 00 88 03 88 11 66 03 64 11 84 08 7c 0b 44 00 ab 00 00 00 00 00 00 00 7d 0c | ..}.n.......f.d...|.D.........}. |
| a4e0 | 7c 05 6a 2f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ab 00 00 00 00 00 00 00 72 19 | |.j/..........................r. |
| a500 | 7c 05 6a 37 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 73 09 | |.j7..........................s. |
| a520 | 64 12 84 00 7c 0c 44 00 ab 00 00 00 00 00 00 00 7d 0c 7c 0a 73 1f 74 39 00 00 00 00 00 00 00 00 | d...|.D.........}.|.s.t9........ |
| a540 | 74 3b 00 00 00 00 00 00 00 00 7c 04 ab 01 00 00 00 00 00 00 ab 01 00 00 00 00 00 00 8a 0f 88 0f | t;........|..................... |
| a560 | 66 01 64 13 84 08 7c 0c 44 00 ab 00 00 00 00 00 00 00 7d 0c 7c 05 6a 3d 00 00 00 00 00 00 00 00 | f.d...|.D.........}.|.j=........ |
| a580 | 00 00 00 00 00 00 00 00 00 00 7c 0c ab 01 00 00 00 00 00 00 01 00 7c 05 53 00 23 00 74 18 00 00 | ..........|...........|.S.#.t... |
| a5a0 | 00 00 00 00 00 00 24 00 72 14 7d 09 74 1b 00 00 00 00 00 00 00 00 64 07 7c 08 9b 00 9d 02 ab 01 | ......$.r.}.t.........d.|....... |
| a5c0 | 00 00 00 00 00 00 7c 09 82 02 64 08 7d 09 7e 09 77 01 77 00 78 03 59 00 77 01 29 14 61 c6 0e 00 | ......|...d.}.~.w.w.x.Y.w.).a... |
| a5e0 | 00 52 65 74 75 72 6e 73 20 61 20 67 72 61 70 68 20 66 72 6f 6d 20 61 20 32 44 20 4e 75 6d 50 79 | .Returns.a.graph.from.a.2D.NumPy |
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