private void getVariableDefs(StringBuilder bldr, BayesNet net) {
for (BayesNode node : net.getNodes()) {
int offset = bldr.length();
encodeStates(bldr, node);
encodeParents(bldr, node);
bldr.append('\n');
encodeProbabilities(bldr, node);
XMLUtil.surround(offset, bldr, CPT, ID, node.getName());
bldr.append('\n');
}
}
private void encodeParents(StringBuilder bldr, BayesNode node) {
int offset = bldr.length();
for (BayesNode p : node.getParents()) {
// XDSL can't handle names containing whitespaces!
bldr.append(p.getName().trim().replaceAll("\\s+", "_"));
bldr.append(' ');
}
if (!node.getParents().isEmpty()) {
bldr.deleteCharAt(bldr.length() - 1); // delete last whitespace
}
XMLUtil.surround(offset, bldr, PARENTS);
}
public String write(BayesNet net) {
StringBuilder bldr = new StringBuilder();
bldr.append(xmlHeader);
bldr.append(comment);
int offset = bldr.length();
getVariableDefs(bldr, net);
XMLUtil.surround(offset, bldr, "nodes");
XMLUtil.surround(
offset,
bldr,
"smile",
"version",
"1.0",
ID,
net.getName(),
"numsamples",
"1000",
"discsamples",
"10000");
return bldr.toString();
}
private void encodeProbabilities(StringBuilder bldr, BayesNode node) {
if (node.getProbabilities().length == 0) {
throw new IllegalArgumentException(
"Bayesian Network is broken: "
+ node.getName()
+ " has an empty conditional probability table");
}
int offset = bldr.length();
for (Number d : node.getFactor().getValues()) {
bldr.append(d);
bldr.append(' ');
}
bldr.deleteCharAt(bldr.length() - 1); // delete last whitespace
XMLUtil.surround(offset, bldr, PROBABILITIES);
}