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<FONT color="green">001</FONT> package org.maltparser.parser.guide;<a name="line.1"></a>
<FONT color="green">002</FONT> <a name="line.2"></a>
<FONT color="green">003</FONT> <a name="line.3"></a>
<FONT color="green">004</FONT> import java.io.IOException;<a name="line.4"></a>
<FONT color="green">005</FONT> import java.lang.reflect.Constructor;<a name="line.5"></a>
<FONT color="green">006</FONT> import java.lang.reflect.InvocationTargetException;<a name="line.6"></a>
<FONT color="green">007</FONT> <a name="line.7"></a>
<FONT color="green">008</FONT> import org.maltparser.core.exception.MaltChainedException;<a name="line.8"></a>
<FONT color="green">009</FONT> import org.maltparser.core.feature.FeatureModel;<a name="line.9"></a>
<FONT color="green">010</FONT> import org.maltparser.core.feature.FeatureModelManager;<a name="line.10"></a>
<FONT color="green">011</FONT> import org.maltparser.core.feature.FeatureVector;<a name="line.11"></a>
<FONT color="green">012</FONT> import org.maltparser.core.feature.system.FeatureEngine;<a name="line.12"></a>
<FONT color="green">013</FONT> import org.maltparser.core.helper.SystemLogger;<a name="line.13"></a>
<FONT color="green">014</FONT> import org.maltparser.core.helper.Util;<a name="line.14"></a>
<FONT color="green">015</FONT> import org.maltparser.core.plugin.PluginLoader;<a name="line.15"></a>
<FONT color="green">016</FONT> import org.maltparser.core.syntaxgraph.DependencyStructure;<a name="line.16"></a>
<FONT color="green">017</FONT> import org.maltparser.parser.DependencyParserConfig;<a name="line.17"></a>
<FONT color="green">018</FONT> import org.maltparser.parser.guide.decision.DecisionModel;<a name="line.18"></a>
<FONT color="green">019</FONT> import org.maltparser.parser.history.GuideHistory;<a name="line.19"></a>
<FONT color="green">020</FONT> import org.maltparser.parser.history.action.GuideDecision;<a name="line.20"></a>
<FONT color="green">021</FONT> import org.maltparser.parser.history.action.MultipleDecision;<a name="line.21"></a>
<FONT color="green">022</FONT> import org.maltparser.parser.history.action.SingleDecision;<a name="line.22"></a>
<FONT color="green">023</FONT> import org.maltparser.parser.history.container.TableContainer.RelationToNextDecision;<a name="line.23"></a>
<FONT color="green">024</FONT> <a name="line.24"></a>
<FONT color="green">025</FONT> <a name="line.25"></a>
<FONT color="green">026</FONT> /**<a name="line.26"></a>
<FONT color="green">027</FONT> * The guide is used by a parsing algorithm to predict the next parser action during parsing and to<a name="line.27"></a>
<FONT color="green">028</FONT> * add a instance to the training instance set during learning.<a name="line.28"></a>
<FONT color="green">029</FONT> <a name="line.29"></a>
<FONT color="green">030</FONT> @author Johan Hall<a name="line.30"></a>
<FONT color="green">031</FONT> @since 1.0<a name="line.31"></a>
<FONT color="green">032</FONT> */<a name="line.32"></a>
<FONT color="green">033</FONT> public class SingleGuide implements ClassifierGuide {<a name="line.33"></a>
<FONT color="green">034</FONT> private DependencyParserConfig configuration;<a name="line.34"></a>
<FONT color="green">035</FONT> private GuideHistory history;<a name="line.35"></a>
<FONT color="green">036</FONT> private DecisionModel decisionModel = null;<a name="line.36"></a>
<FONT color="green">037</FONT> private GuideMode guideMode;<a name="line.37"></a>
<FONT color="green">038</FONT> private FeatureModelManager featureModelManager;<a name="line.38"></a>
<FONT color="green">039</FONT> private FeatureModel featureModel;<a name="line.39"></a>
<FONT color="green">040</FONT> private String guideName;<a name="line.40"></a>
<FONT color="green">041</FONT> <a name="line.41"></a>
<FONT color="green">042</FONT> public SingleGuide(DependencyParserConfig configuration, GuideHistory history, GuideMode guideMode) throws MaltChainedException {<a name="line.42"></a>
<FONT color="green">043</FONT> setConfiguration(configuration);<a name="line.43"></a>
<FONT color="green">044</FONT> setHistory(history);<a name="line.44"></a>
<FONT color="green">045</FONT> setGuideMode(guideMode);<a name="line.45"></a>
<FONT color="green">046</FONT> initFeatureModelManager();<a name="line.46"></a>
<FONT color="green">047</FONT> initHistory();<a name="line.47"></a>
<FONT color="green">048</FONT> initFeatureModel();<a name="line.48"></a>
<FONT color="green">049</FONT> featureModel.updateCardinality();<a name="line.49"></a>
<FONT color="green">050</FONT> }<a name="line.50"></a>
<FONT color="green">051</FONT> <a name="line.51"></a>
<FONT color="green">052</FONT> public void addInstance(GuideDecision decision) throws MaltChainedException {<a name="line.52"></a>
<FONT color="green">053</FONT> if (decisionModel == null) {<a name="line.53"></a>
<FONT color="green">054</FONT> if (decision instanceof SingleDecision) {<a name="line.54"></a>
<FONT color="green">055</FONT> initDecisionModel((SingleDecision)decision);<a name="line.55"></a>
<FONT color="green">056</FONT> } else if (decision instanceof MultipleDecision && decision.numberOfDecisions() > 0) {<a name="line.56"></a>
<FONT color="green">057</FONT> initDecisionModel(((MultipleDecision)decision).getSingleDecision(0));<a name="line.57"></a>
<FONT color="green">058</FONT> }<a name="line.58"></a>
<FONT color="green">059</FONT> }<a name="line.59"></a>
<FONT color="green">060</FONT> decisionModel.addInstance(decision);<a name="line.60"></a>
<FONT color="green">061</FONT> }<a name="line.61"></a>
<FONT color="green">062</FONT> <a name="line.62"></a>
<FONT color="green">063</FONT> public void finalizeSentence(DependencyStructure dependencyGraph) throws MaltChainedException {<a name="line.63"></a>
<FONT color="green">064</FONT> if (decisionModel != null) {<a name="line.64"></a>
<FONT color="green">065</FONT> decisionModel.finalizeSentence(dependencyGraph);<a name="line.65"></a>
<FONT color="green">066</FONT> }<a name="line.66"></a>
<FONT color="green">067</FONT> }<a name="line.67"></a>
<FONT color="green">068</FONT> <a name="line.68"></a>
<FONT color="green">069</FONT> public void noMoreInstances() throws MaltChainedException {<a name="line.69"></a>
<FONT color="green">070</FONT> if (decisionModel != null) {<a name="line.70"></a>
<FONT color="green">071</FONT> decisionModel.noMoreInstances();<a name="line.71"></a>
<FONT color="green">072</FONT> } else {<a name="line.72"></a>
<FONT color="green">073</FONT> configuration.getConfigLogger().debug("The guide cannot create any models because there is no decision model. ");<a name="line.73"></a>
<FONT color="green">074</FONT> }<a name="line.74"></a>
<FONT color="green">075</FONT> }<a name="line.75"></a>
<FONT color="green">076</FONT> <a name="line.76"></a>
<FONT color="green">077</FONT> public void terminate() throws MaltChainedException {<a name="line.77"></a>
<FONT color="green">078</FONT> if (decisionModel != null) {<a name="line.78"></a>
<FONT color="green">079</FONT> decisionModel.terminate();<a name="line.79"></a>
<FONT color="green">080</FONT> decisionModel = null;<a name="line.80"></a>
<FONT color="green">081</FONT> }<a name="line.81"></a>
<FONT color="green">082</FONT> }<a name="line.82"></a>
<FONT color="green">083</FONT> <a name="line.83"></a>
<FONT color="green">084</FONT> public void predict(GuideDecision decision) throws MaltChainedException {<a name="line.84"></a>
<FONT color="green">085</FONT> if (decisionModel == null) {<a name="line.85"></a>
<FONT color="green">086</FONT> if (decision instanceof SingleDecision) {<a name="line.86"></a>
<FONT color="green">087</FONT> initDecisionModel((SingleDecision)decision);<a name="line.87"></a>
<FONT color="green">088</FONT> } else if (decision instanceof MultipleDecision && decision.numberOfDecisions() > 0) {<a name="line.88"></a>
<FONT color="green">089</FONT> initDecisionModel(((MultipleDecision)decision).getSingleDecision(0));<a name="line.89"></a>
<FONT color="green">090</FONT> }<a name="line.90"></a>
<FONT color="green">091</FONT> }<a name="line.91"></a>
<FONT color="green">092</FONT> decisionModel.predict(decision);<a name="line.92"></a>
<FONT color="green">093</FONT> }<a name="line.93"></a>
<FONT color="green">094</FONT> <a name="line.94"></a>
<FONT color="green">095</FONT> public FeatureVector predictExtract(GuideDecision decision) throws MaltChainedException {<a name="line.95"></a>
<FONT color="green">096</FONT> if (decisionModel == null) {<a name="line.96"></a>
<FONT color="green">097</FONT> if (decision instanceof SingleDecision) {<a name="line.97"></a>
<FONT color="green">098</FONT> initDecisionModel((SingleDecision)decision);<a name="line.98"></a>
<FONT color="green">099</FONT> } else if (decision instanceof MultipleDecision && decision.numberOfDecisions() > 0) {<a name="line.99"></a>
<FONT color="green">100</FONT> initDecisionModel(((MultipleDecision)decision).getSingleDecision(0));<a name="line.100"></a>
<FONT color="green">101</FONT> }<a name="line.101"></a>
<FONT color="green">102</FONT> }<a name="line.102"></a>
<FONT color="green">103</FONT> return decisionModel.predictExtract(decision);<a name="line.103"></a>
<FONT color="green">104</FONT> }<a name="line.104"></a>
<FONT color="green">105</FONT> <a name="line.105"></a>
<FONT color="green">106</FONT> public FeatureVector extract() throws MaltChainedException {<a name="line.106"></a>
<FONT color="green">107</FONT> return decisionModel.extract();<a name="line.107"></a>
<FONT color="green">108</FONT> }<a name="line.108"></a>
<FONT color="green">109</FONT> <a name="line.109"></a>
<FONT color="green">110</FONT> public boolean predictFromKBestList(GuideDecision decision) throws MaltChainedException {<a name="line.110"></a>
<FONT color="green">111</FONT> if (decisionModel != null) {<a name="line.111"></a>
<FONT color="green">112</FONT> return decisionModel.predictFromKBestList(decision);<a name="line.112"></a>
<FONT color="green">113</FONT> } else {<a name="line.113"></a>
<FONT color="green">114</FONT> throw new GuideException("The decision model cannot be found. ");<a name="line.114"></a>
<FONT color="green">115</FONT> }<a name="line.115"></a>
<FONT color="green">116</FONT> }<a name="line.116"></a>
<FONT color="green">117</FONT> <a name="line.117"></a>
<FONT color="green">118</FONT> public DecisionModel getDecisionModel() {<a name="line.118"></a>
<FONT color="green">119</FONT> return decisionModel;<a name="line.119"></a>
<FONT color="green">120</FONT> }<a name="line.120"></a>
<FONT color="green">121</FONT> <a name="line.121"></a>
<FONT color="green">122</FONT> public DependencyParserConfig getConfiguration() {<a name="line.122"></a>
<FONT color="green">123</FONT> return configuration;<a name="line.123"></a>
<FONT color="green">124</FONT> }<a name="line.124"></a>
<FONT color="green">125</FONT> <a name="line.125"></a>
<FONT color="green">126</FONT> public GuideHistory getHistory() {<a name="line.126"></a>
<FONT color="green">127</FONT> return history;<a name="line.127"></a>
<FONT color="green">128</FONT> }<a name="line.128"></a>
<FONT color="green">129</FONT> <a name="line.129"></a>
<FONT color="green">130</FONT> public GuideMode getGuideMode() {<a name="line.130"></a>
<FONT color="green">131</FONT> return guideMode;<a name="line.131"></a>
<FONT color="green">132</FONT> }<a name="line.132"></a>
<FONT color="green">133</FONT> <a name="line.133"></a>
<FONT color="green">134</FONT> public FeatureModelManager getFeatureModelManager() {<a name="line.134"></a>
<FONT color="green">135</FONT> return featureModelManager;<a name="line.135"></a>
<FONT color="green">136</FONT> }<a name="line.136"></a>
<FONT color="green">137</FONT> <a name="line.137"></a>
<FONT color="green">138</FONT> protected void setConfiguration(DependencyParserConfig configuration) {<a name="line.138"></a>
<FONT color="green">139</FONT> this.configuration = configuration;<a name="line.139"></a>
<FONT color="green">140</FONT> }<a name="line.140"></a>
<FONT color="green">141</FONT> <a name="line.141"></a>
<FONT color="green">142</FONT> protected void setHistory(GuideHistory actionHistory) {<a name="line.142"></a>
<FONT color="green">143</FONT> this.history = actionHistory;<a name="line.143"></a>
<FONT color="green">144</FONT> }<a name="line.144"></a>
<FONT color="green">145</FONT> <a name="line.145"></a>
<FONT color="green">146</FONT> protected void setGuideMode(GuideMode guideMode) {<a name="line.146"></a>
<FONT color="green">147</FONT> this.guideMode = guideMode;<a name="line.147"></a>
<FONT color="green">148</FONT> }<a name="line.148"></a>
<FONT color="green">149</FONT> <a name="line.149"></a>
<FONT color="green">150</FONT> protected void initHistory() throws MaltChainedException {<a name="line.150"></a>
<FONT color="green">151</FONT> Class<?> kBestListClass = null;<a name="line.151"></a>
<FONT color="green">152</FONT> int kBestSize = 1;<a name="line.152"></a>
<FONT color="green">153</FONT> if (guideMode == ClassifierGuide.GuideMode.CLASSIFY) {<a name="line.153"></a>
<FONT color="green">154</FONT> kBestListClass = (Class<?>)getConfiguration().getOptionValue("guide", "kbest_type");<a name="line.154"></a>
<FONT color="green">155</FONT> kBestSize = ((Integer)getConfiguration().getOptionValue("guide", "kbest")).intValue();<a name="line.155"></a>
<FONT color="green">156</FONT> }<a name="line.156"></a>
<FONT color="green">157</FONT> history.setKBestListClass(kBestListClass);<a name="line.157"></a>
<FONT color="green">158</FONT> history.setKBestSize(kBestSize);<a name="line.158"></a>
<FONT color="green">159</FONT> history.setSeparator(getConfiguration().getOptionValue("guide", "classitem_separator").toString());<a name="line.159"></a>
<FONT color="green">160</FONT> }<a name="line.160"></a>
<FONT color="green">161</FONT> <a name="line.161"></a>
<FONT color="green">162</FONT> protected void initDecisionModel(SingleDecision decision) throws MaltChainedException {<a name="line.162"></a>
<FONT color="green">163</FONT> Class<?> decisionModelClass = null;<a name="line.163"></a>
<FONT color="green">164</FONT> if (decision.getRelationToNextDecision() == RelationToNextDecision.SEQUANTIAL) {<a name="line.164"></a>
<FONT color="green">165</FONT> decisionModelClass = org.maltparser.parser.guide.decision.SeqDecisionModel.class;<a name="line.165"></a>
<FONT color="green">166</FONT> } else if (decision.getRelationToNextDecision() == RelationToNextDecision.BRANCHED) {<a name="line.166"></a>
<FONT color="green">167</FONT> decisionModelClass = org.maltparser.parser.guide.decision.BranchedDecisionModel.class;<a name="line.167"></a>
<FONT color="green">168</FONT> } else if (decision.getRelationToNextDecision() == RelationToNextDecision.NONE) {<a name="line.168"></a>
<FONT color="green">169</FONT> decisionModelClass = org.maltparser.parser.guide.decision.OneDecisionModel.class;<a name="line.169"></a>
<FONT color="green">170</FONT> }<a name="line.170"></a>
<FONT color="green">171</FONT> <a name="line.171"></a>
<FONT color="green">172</FONT> if (decisionModelClass == null) {<a name="line.172"></a>
<FONT color="green">173</FONT> throw new GuideException("Could not find an appropriate decision model for the relation to the next decision"); <a name="line.173"></a>
<FONT color="green">174</FONT> }<a name="line.174"></a>
<FONT color="green">175</FONT> <a name="line.175"></a>
<FONT color="green">176</FONT> try {<a name="line.176"></a>
<FONT color="green">177</FONT> Class<?>[] argTypes = { org.maltparser.parser.guide.ClassifierGuide.class, org.maltparser.core.feature.FeatureModel.class };<a name="line.177"></a>
<FONT color="green">178</FONT> Object[] arguments = new Object[2];<a name="line.178"></a>
<FONT color="green">179</FONT> arguments[0] = this;<a name="line.179"></a>
<FONT color="green">180</FONT> arguments[1] = featureModel;<a name="line.180"></a>
<FONT color="green">181</FONT> Constructor<?> constructor = decisionModelClass.getConstructor(argTypes);<a name="line.181"></a>
<FONT color="green">182</FONT> decisionModel = (DecisionModel)constructor.newInstance(arguments);<a name="line.182"></a>
<FONT color="green">183</FONT> } catch (NoSuchMethodException e) {<a name="line.183"></a>
<FONT color="green">184</FONT> throw new GuideException("The decision model class '"+decisionModelClass.getName()+"' cannot be initialized. ", e);<a name="line.184"></a>
<FONT color="green">185</FONT> } catch (InstantiationException e) {<a name="line.185"></a>
<FONT color="green">186</FONT> throw new GuideException("The decision model class '"+decisionModelClass.getName()+"' cannot be initialized. ", e);<a name="line.186"></a>
<FONT color="green">187</FONT> } catch (IllegalAccessException e) {<a name="line.187"></a>
<FONT color="green">188</FONT> throw new GuideException("The decision model class '"+decisionModelClass.getName()+"' cannot be initialized. ", e);<a name="line.188"></a>
<FONT color="green">189</FONT> } catch (InvocationTargetException e) {<a name="line.189"></a>
<FONT color="green">190</FONT> throw new GuideException("The decision model class '"+decisionModelClass.getName()+"' cannot be initialized. ", e);<a name="line.190"></a>
<FONT color="green">191</FONT> }<a name="line.191"></a>
<FONT color="green">192</FONT> }<a name="line.192"></a>
<FONT color="green">193</FONT> <a name="line.193"></a>
<FONT color="green">194</FONT> protected void initFeatureModelManager() throws MaltChainedException {<a name="line.194"></a>
<FONT color="green">195</FONT> final FeatureEngine system = new FeatureEngine();<a name="line.195"></a>
<FONT color="green">196</FONT> system.load("/appdata/features/ParserFeatureSystem.xml");<a name="line.196"></a>
<FONT color="green">197</FONT> system.load(PluginLoader.instance());<a name="line.197"></a>
<FONT color="green">198</FONT> featureModelManager = new FeatureModelManager(system, getConfiguration().getConfigurationDir());<a name="line.198"></a>
<FONT color="green">199</FONT> }<a name="line.199"></a>
<FONT color="green">200</FONT> <a name="line.200"></a>
<FONT color="green">201</FONT> protected void initFeatureModel() throws MaltChainedException {<a name="line.201"></a>
<FONT color="green">202</FONT> String featureModelFileName = getConfiguration().getOptionValue("guide", "features").toString().trim();<a name="line.202"></a>
<FONT color="green">203</FONT> <a name="line.203"></a>
<FONT color="green">204</FONT> if (featureModelFileName.endsWith(".par")) {<a name="line.204"></a>
<FONT color="green">205</FONT> String markingStrategy = getConfiguration().getOptionValue("pproj", "marking_strategy").toString().trim();<a name="line.205"></a>
<FONT color="green">206</FONT> String coveredRoot = getConfiguration().getOptionValue("pproj", "covered_root").toString().trim();<a name="line.206"></a>
<FONT color="green">207</FONT> featureModelManager.loadParSpecification(featureModelFileName, markingStrategy, coveredRoot);<a name="line.207"></a>
<FONT color="green">208</FONT> } else {<a name="line.208"></a>
<FONT color="green">209</FONT> featureModelManager.loadSpecification(featureModelFileName);<a name="line.209"></a>
<FONT color="green">210</FONT> }<a name="line.210"></a>
<FONT color="green">211</FONT> if (getConfiguration().getConfigLogger().isInfoEnabled()) {<a name="line.211"></a>
<FONT color="green">212</FONT> getConfiguration().getConfigLogger().info(" Feature model : " + featureModelFileName+"\n");<a name="line.212"></a>
<FONT color="green">213</FONT> if (getGuideMode() == ClassifierGuide.GuideMode.BATCH) {<a name="line.213"></a>
<FONT color="green">214</FONT> getConfiguration().getConfigLogger().info(" Learner : " + getConfiguration().getOptionValueString("guide", "learner").toString()+"\n");<a name="line.214"></a>
<FONT color="green">215</FONT> } else {<a name="line.215"></a>
<FONT color="green">216</FONT> getConfiguration().getConfigLogger().info(" Classifier : " + getConfiguration().getOptionValueString("guide", "learner")+"\n"); <a name="line.216"></a>
<FONT color="green">217</FONT> }<a name="line.217"></a>
<FONT color="green">218</FONT> }<a name="line.218"></a>
<FONT color="green">219</FONT> featureModel = getFeatureModelManager().getFeatureModel(getConfiguration().getOptionValue("guide", "features").toString(), 0, getConfiguration().getRegistry());<a name="line.219"></a>
<FONT color="green">220</FONT> if (getGuideMode() == ClassifierGuide.GuideMode.BATCH && getConfiguration().getConfigurationDir().getInfoFileWriter() != null) {<a name="line.220"></a>
<FONT color="green">221</FONT> try {<a name="line.221"></a>
<FONT color="green">222</FONT> getConfiguration().getConfigurationDir().getInfoFileWriter().write("\nFEATURE MODEL\n");<a name="line.222"></a>
<FONT color="green">223</FONT> getConfiguration().getConfigurationDir().getInfoFileWriter().write(featureModel.toString());<a name="line.223"></a>
<FONT color="green">224</FONT> getConfiguration().getConfigurationDir().getInfoFileWriter().flush();<a name="line.224"></a>
<FONT color="green">225</FONT> } catch (IOException e) {<a name="line.225"></a>
<FONT color="green">226</FONT> throw new GuideException("Could not write feature model specification to configuration information file. ", e);<a name="line.226"></a>
<FONT color="green">227</FONT> }<a name="line.227"></a>
<FONT color="green">228</FONT> }<a name="line.228"></a>
<FONT color="green">229</FONT> }<a name="line.229"></a>
<FONT color="green">230</FONT> <a name="line.230"></a>
<FONT color="green">231</FONT> <a name="line.231"></a>
<FONT color="green">232</FONT> public String getGuideName() {<a name="line.232"></a>
<FONT color="green">233</FONT> return guideName;<a name="line.233"></a>
<FONT color="green">234</FONT> }<a name="line.234"></a>
<FONT color="green">235</FONT> <a name="line.235"></a>
<FONT color="green">236</FONT> public void setGuideName(String guideName) {<a name="line.236"></a>
<FONT color="green">237</FONT> this.guideName = guideName;<a name="line.237"></a>
<FONT color="green">238</FONT> }<a name="line.238"></a>
<FONT color="green">239</FONT> <a name="line.239"></a>
<FONT color="green">240</FONT> public String toString() {<a name="line.240"></a>
<FONT color="green">241</FONT> final StringBuilder sb = new StringBuilder();<a name="line.241"></a>
<FONT color="green">242</FONT> return sb.toString();<a name="line.242"></a>
<FONT color="green">243</FONT> }<a name="line.243"></a>
<FONT color="green">244</FONT> }<a name="line.244"></a>
</PRE>
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