1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
//! # Topology
//! Implements a network.
//!
//! You probably want to take a look at the struct `GenericGraph`,
//! since it contains the topology information.
//!
//! For Erdős-Rényi Graphs, see struct `ER`
use crate*;
use crateGraphErrors;
use crateGenericGraph;
use ;
/// # Used for accessing neighbor information from graph
/// * contains Adjacency list
/// and internal id (normally the index in the graph).
/// * also contains user specified data, i.e, `T` from `NodeContainer<T>`
/// * see trait **`AdjContainer`**
/// # Contains the topology and **implements functions** for analyzing topology
/// used for graph ensembles
/// # Example:
/// A graph, where each node stores a phase
/// ```
/// use net_ensembles::{traits::*,Graph};
/// use std::fs::File;
/// use std::io::prelude::*;
///
/// // Note: feature "serde_support" is enabled on default
/// #[cfg(feature = "serde_support")]
/// use serde_json;
/// #[cfg(feature = "serde_support")]
/// use serde::{Serialize, Deserialize};
///
/// // define your own vertices, if you need to store extra information at each vertex
/// // if you do not use the feature "serde_support", you do not need to derive Serialize and Deserialize
/// #[derive(Debug, Clone)]
/// #[cfg_attr(feature = "serde_support", derive(Serialize, Deserialize))]
/// pub struct PhaseNode {phase: f64,}
///
/// // implement whatever you need
/// impl PhaseNode {
/// pub fn set_phase(&mut self, phase: f64) {
/// self.phase = phase;
/// }
///
/// pub fn get_phase(&self) -> f64 {
/// self.phase
/// }
/// }
///
/// // implement the trait `Node`
/// impl Node for PhaseNode {
/// fn new_from_index(index: u32) -> Self {
/// PhaseNode { phase: index as f64 * 10.0}
/// }
///
/// }
///
/// // now you can create an empty graph
/// let mut graph: Graph<PhaseNode> = Graph::new(4);
/// for i in 0..4 {
/// assert_eq!(
/// graph.at(i).get_phase(),
/// i as f64 * 10.0
/// );
/// }
///
/// // and fill it with edges
/// for i in 0..4 {
/// graph.add_edge(i, (i + 1) % 4).unwrap();
/// }
///
///
/// // you can manipulate the extra information stored at each Vertex
/// for i in 0..4 {
/// graph.at_mut(i).set_phase(i as f64 * 0.5);
/// }
///
/// // you can, of course, also access the information
/// for i in 0..4 {
/// assert_eq!(
/// graph.at(i).get_phase(),
/// i as f64 * 0.5
/// );
/// }
///
/// // if you want to visualize your graph, you can generate a string with graphviz representation
/// let dot = graph.to_dot_with_labels_from_contained(
/// "",
/// |contained, index|
/// format!(
/// "Phase: {} at index {}",
/// contained.get_phase(),
/// index
/// )
/// );
/// // which you can store in a dot file
/// let mut f = File::create("phase_example.dot").expect("Unable to create file");
/// f.write_all(dot.as_bytes()).expect("Unable to write data");
///
/// // or just print it out
/// println!("{}", dot);
///
/// // storing the graph only works, if the feature "serde_support" is enabled (enabled by default)
/// #[cfg(feature = "serde_support")]
/// {
/// let s = serde_json::to_string(&graph).unwrap();
/// let mut graph_file = File::create("store_graph_example.dat")
/// .expect("Unable to create file");
/// // write to file
/// graph_file.write_all(s.as_bytes())
/// .expect("Unable to write data");
/// // close file
/// drop(graph_file);
///
/// // loading stored graph:
/// let mut read_in = File::open("store_graph_example.dat")
/// .expect("Unable to open file");
///
/// let mut test_data = String::new();
/// read_in.read_to_string(&mut test_data)
/// .expect("unable to read file");
///
/// let graph2: Graph<PhaseNode> = serde_json::from_str(&test_data).unwrap();
///
///
/// // now, to show, that the graphs are equal, here is one of my test functions:
/// // modified for this example, which is a doc-test, so this example also serves as unit test
///
/// fn assert_equal_graphs(g1: &Graph<PhaseNode>, g2: &Graph<PhaseNode>) {
/// assert_eq!(g1.edge_count(), g2.edge_count());
/// assert_eq!(g1.vertex_count(), g2.vertex_count());
/// for (n0, n1) in g2.container_iter().zip(g1.container_iter()) {
/// assert_eq!(n1.id(), n0.id());
/// assert_eq!(n0.degree(), n1.degree());
///
/// for (i, j) in n1.neighbors().zip(n0.neighbors()) {
/// assert_eq!(i, j);
/// }
/// }
///
/// for i in 0..g2.vertex_count() as usize {
/// assert_eq!(
/// g1.at(i).get_phase(),
/// g2.at(i).get_phase()
/// );
/// }
/// }
///
/// // lets use it
/// assert_equal_graphs(&graph, &graph2);
///
/// // you can also clone the graph, if you need:
/// let clone = graph.clone();
/// assert_equal_graphs(&graph, &clone);
/// let clone2 = graph2.clone();
/// assert_equal_graphs(&clone, &clone2);
/// }
///
/// ```
/// `phase_example.dot` will contain
/// ```dot
/// graph G{
///
/// 0 1 2 3 ;
/// "0" [label="Phase: 0 at index 0"];
/// "1" [label="Phase: 0.5 at index 1"];
/// "2" [label="Phase: 1 at index 2"];
/// "3" [label="Phase: 1.5 at index 3"];
/// 0 -- 1
/// 0 -- 3
/// 1 -- 2
/// 2 -- 3
/// }
/// ```
/// Now you can use `circo` or similar programs to create a pdf from that.
/// Search for **graphviz** for more info.
pub type Graph<T> = ;