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<pre><span class="sourceLineNo">001</span>/*-<a name="line.1"></a>
<span class="sourceLineNo">002</span> * Copyright (c) 2016 Diamond Light Source Ltd.<a name="line.2"></a>
<span class="sourceLineNo">003</span> *<a name="line.3"></a>
<span class="sourceLineNo">004</span> * All rights reserved. This program and the accompanying materials<a name="line.4"></a>
<span class="sourceLineNo">005</span> * are made available under the terms of the Eclipse Public License v1.0<a name="line.5"></a>
<span class="sourceLineNo">006</span> * which accompanies this distribution, and is available at<a name="line.6"></a>
<span class="sourceLineNo">007</span> * http://www.eclipse.org/legal/epl-v10.html<a name="line.7"></a>
<span class="sourceLineNo">008</span> */<a name="line.8"></a>
<span class="sourceLineNo">009</span><a name="line.9"></a>
<span class="sourceLineNo">010</span>package org.eclipse.january.dataset;<a name="line.10"></a>
<span class="sourceLineNo">011</span><a name="line.11"></a>
<span class="sourceLineNo">012</span>import java.lang.reflect.Array;<a name="line.12"></a>
<span class="sourceLineNo">013</span>import java.util.Date;<a name="line.13"></a>
<span class="sourceLineNo">014</span>import java.util.HashMap;<a name="line.14"></a>
<span class="sourceLineNo">015</span>import java.util.List;<a name="line.15"></a>
<span class="sourceLineNo">016</span>import java.util.Map;<a name="line.16"></a>
<span class="sourceLineNo">017</span><a name="line.17"></a>
<span class="sourceLineNo">018</span>import org.apache.commons.math3.complex.Complex;<a name="line.18"></a>
<span class="sourceLineNo">019</span>import org.slf4j.Logger;<a name="line.19"></a>
<span class="sourceLineNo">020</span>import org.slf4j.LoggerFactory;<a name="line.20"></a>
<span class="sourceLineNo">021</span><a name="line.21"></a>
<span class="sourceLineNo">022</span>public class DTypeUtils {<a name="line.22"></a>
<span class="sourceLineNo">023</span> protected static final Logger logger = LoggerFactory.getLogger(DTypeUtils.class);<a name="line.23"></a>
<span class="sourceLineNo">024</span><a name="line.24"></a>
<span class="sourceLineNo">025</span> private static final Map&lt;Class&lt;? extends Dataset&gt;, Integer&gt; interface2DTypes = createInterfaceMap(); // map interface to dataset type<a name="line.25"></a>
<span class="sourceLineNo">026</span><a name="line.26"></a>
<span class="sourceLineNo">027</span> private static Map&lt;Class&lt;? extends Dataset&gt;, Integer&gt; createInterfaceMap() {<a name="line.27"></a>
<span class="sourceLineNo">028</span> Map&lt;Class&lt;? extends Dataset&gt;, Integer&gt; map = new HashMap&lt;Class&lt;? extends Dataset&gt;, Integer&gt;();<a name="line.28"></a>
<span class="sourceLineNo">029</span> map.put(BooleanDataset.class, Dataset.BOOL);<a name="line.29"></a>
<span class="sourceLineNo">030</span> map.put(ByteDataset.class, Dataset.INT8);<a name="line.30"></a>
<span class="sourceLineNo">031</span> map.put(ShortDataset.class, Dataset.INT16);<a name="line.31"></a>
<span class="sourceLineNo">032</span> map.put(IntegerDataset.class, Dataset.INT32);<a name="line.32"></a>
<span class="sourceLineNo">033</span> map.put(LongDataset.class, Dataset.INT64);<a name="line.33"></a>
<span class="sourceLineNo">034</span> map.put(FloatDataset.class, Dataset.FLOAT32);<a name="line.34"></a>
<span class="sourceLineNo">035</span> map.put(DoubleDataset.class, Dataset.FLOAT64);<a name="line.35"></a>
<span class="sourceLineNo">036</span> map.put(CompoundByteDataset.class, Dataset.ARRAYINT8);<a name="line.36"></a>
<span class="sourceLineNo">037</span> map.put(CompoundShortDataset.class, Dataset.ARRAYINT16);<a name="line.37"></a>
<span class="sourceLineNo">038</span> map.put(CompoundIntegerDataset.class, Dataset.ARRAYINT32);<a name="line.38"></a>
<span class="sourceLineNo">039</span> map.put(CompoundLongDataset.class, Dataset.ARRAYINT64);<a name="line.39"></a>
<span class="sourceLineNo">040</span> map.put(CompoundFloatDataset.class, Dataset.ARRAYFLOAT32);<a name="line.40"></a>
<span class="sourceLineNo">041</span> map.put(CompoundDoubleDataset.class, Dataset.ARRAYFLOAT64);<a name="line.41"></a>
<span class="sourceLineNo">042</span> map.put(ComplexFloatDataset.class, Dataset.COMPLEX64);<a name="line.42"></a>
<span class="sourceLineNo">043</span> map.put(ComplexDoubleDataset.class, Dataset.COMPLEX128);<a name="line.43"></a>
<span class="sourceLineNo">044</span> map.put(ObjectDataset.class, Dataset.OBJECT);<a name="line.44"></a>
<span class="sourceLineNo">045</span> map.put(StringDataset.class, Dataset.STRING);<a name="line.45"></a>
<span class="sourceLineNo">046</span> map.put(DateDataset.class, Dataset.DATE);<a name="line.46"></a>
<span class="sourceLineNo">047</span> map.put(RGBDataset.class, Dataset.RGB);<a name="line.47"></a>
<span class="sourceLineNo">048</span> map.put(ObjectDataset.class, Dataset.OBJECT);<a name="line.48"></a>
<span class="sourceLineNo">049</span> return map;<a name="line.49"></a>
<span class="sourceLineNo">050</span> }<a name="line.50"></a>
<span class="sourceLineNo">051</span><a name="line.51"></a>
<span class="sourceLineNo">052</span> transient private static final Map&lt;Class&lt;?&gt;, Integer&gt; class2DType = createElementClassMap();<a name="line.52"></a>
<span class="sourceLineNo">053</span><a name="line.53"></a>
<span class="sourceLineNo">054</span> private static Map&lt;Class&lt;?&gt;, Integer&gt; createElementClassMap() {<a name="line.54"></a>
<span class="sourceLineNo">055</span> Map&lt;Class&lt;?&gt;, Integer&gt; result = new HashMap&lt;Class&lt;?&gt;, Integer&gt;();<a name="line.55"></a>
<span class="sourceLineNo">056</span> result.put(Boolean.class, Dataset.BOOL);<a name="line.56"></a>
<span class="sourceLineNo">057</span> result.put(Byte.class, Dataset.INT8);<a name="line.57"></a>
<span class="sourceLineNo">058</span> result.put(Short.class, Dataset.INT16);<a name="line.58"></a>
<span class="sourceLineNo">059</span> result.put(Integer.class, Dataset.INT32);<a name="line.59"></a>
<span class="sourceLineNo">060</span> result.put(Long.class, Dataset.INT64);<a name="line.60"></a>
<span class="sourceLineNo">061</span> result.put(Float.class, Dataset.FLOAT32);<a name="line.61"></a>
<span class="sourceLineNo">062</span> result.put(Double.class, Dataset.FLOAT64);<a name="line.62"></a>
<span class="sourceLineNo">063</span> result.put(boolean.class, Dataset.BOOL);<a name="line.63"></a>
<span class="sourceLineNo">064</span> result.put(byte.class, Dataset.INT8);<a name="line.64"></a>
<span class="sourceLineNo">065</span> result.put(short.class, Dataset.INT16);<a name="line.65"></a>
<span class="sourceLineNo">066</span> result.put(int.class, Dataset.INT32);<a name="line.66"></a>
<span class="sourceLineNo">067</span> result.put(long.class, Dataset.INT64);<a name="line.67"></a>
<span class="sourceLineNo">068</span> result.put(float.class, Dataset.FLOAT32);<a name="line.68"></a>
<span class="sourceLineNo">069</span> result.put(double.class, Dataset.FLOAT64);<a name="line.69"></a>
<span class="sourceLineNo">070</span> result.put(Complex.class, Dataset.COMPLEX128);<a name="line.70"></a>
<span class="sourceLineNo">071</span> result.put(String.class, Dataset.STRING);<a name="line.71"></a>
<span class="sourceLineNo">072</span> result.put(Date.class, Dataset.DATE);<a name="line.72"></a>
<span class="sourceLineNo">073</span> result.put(Object.class, Dataset.OBJECT);<a name="line.73"></a>
<span class="sourceLineNo">074</span> return result;<a name="line.74"></a>
<span class="sourceLineNo">075</span> }<a name="line.75"></a>
<span class="sourceLineNo">076</span><a name="line.76"></a>
<span class="sourceLineNo">077</span> /**<a name="line.77"></a>
<span class="sourceLineNo">078</span> * @param a<a name="line.78"></a>
<span class="sourceLineNo">079</span> * @return name of dataset type<a name="line.79"></a>
<span class="sourceLineNo">080</span> */<a name="line.80"></a>
<span class="sourceLineNo">081</span> public static String getDTypeName(Dataset a) {<a name="line.81"></a>
<span class="sourceLineNo">082</span> return getDTypeName(a.getDType(), a.getElementsPerItem());<a name="line.82"></a>
<span class="sourceLineNo">083</span> }<a name="line.83"></a>
<span class="sourceLineNo">084</span><a name="line.84"></a>
<span class="sourceLineNo">085</span> /**<a name="line.85"></a>
<span class="sourceLineNo">086</span> * @param a<a name="line.86"></a>
<span class="sourceLineNo">087</span> * @return name of dataset type<a name="line.87"></a>
<span class="sourceLineNo">088</span> */<a name="line.88"></a>
<span class="sourceLineNo">089</span> public static String getDTypeName(ILazyDataset a) {<a name="line.89"></a>
<span class="sourceLineNo">090</span> return getDTypeName(getDTypeFromClass(a.getElementClass()), a.getElementsPerItem());<a name="line.90"></a>
<span class="sourceLineNo">091</span> }<a name="line.91"></a>
<span class="sourceLineNo">092</span><a name="line.92"></a>
<span class="sourceLineNo">093</span> /**<a name="line.93"></a>
<span class="sourceLineNo">094</span> * @param dtype<a name="line.94"></a>
<span class="sourceLineNo">095</span> * @param itemSize<a name="line.95"></a>
<span class="sourceLineNo">096</span> * @return name of dataset type<a name="line.96"></a>
<span class="sourceLineNo">097</span> */<a name="line.97"></a>
<span class="sourceLineNo">098</span> public static String getDTypeName(int dtype, int itemSize) {<a name="line.98"></a>
<span class="sourceLineNo">099</span> int bytes = getItemBytes(dtype, 1);<a name="line.99"></a>
<span class="sourceLineNo">100</span> if (isDTypeComplex(dtype)) {<a name="line.100"></a>
<span class="sourceLineNo">101</span> return "COMPLEX" + bytes*16;<a name="line.101"></a>
<span class="sourceLineNo">102</span> } else if (dtype == Dataset.RGB) {<a name="line.102"></a>
<span class="sourceLineNo">103</span> return "RGB";<a name="line.103"></a>
<span class="sourceLineNo">104</span> }<a name="line.104"></a>
<span class="sourceLineNo">105</span> <a name="line.105"></a>
<span class="sourceLineNo">106</span> String prefix = itemSize &gt; 1 ? ("ARRAY of " + itemSize + " ") : "";<a name="line.106"></a>
<span class="sourceLineNo">107</span> if (isDTypeFloating(dtype)) {<a name="line.107"></a>
<span class="sourceLineNo">108</span> return prefix + "FLOAT" + bytes*8;<a name="line.108"></a>
<span class="sourceLineNo">109</span> }<a name="line.109"></a>
<span class="sourceLineNo">110</span> switch (dtype) {<a name="line.110"></a>
<span class="sourceLineNo">111</span> case Dataset.BOOL:<a name="line.111"></a>
<span class="sourceLineNo">112</span> return prefix + "BOOLEAN";<a name="line.112"></a>
<span class="sourceLineNo">113</span> case Dataset.STRING:<a name="line.113"></a>
<span class="sourceLineNo">114</span> return prefix + "STRING";<a name="line.114"></a>
<span class="sourceLineNo">115</span> case Dataset.DATE:<a name="line.115"></a>
<span class="sourceLineNo">116</span> return prefix + "DATE";<a name="line.116"></a>
<span class="sourceLineNo">117</span> case Dataset.OBJECT:<a name="line.117"></a>
<span class="sourceLineNo">118</span> return prefix + "OBJECT";<a name="line.118"></a>
<span class="sourceLineNo">119</span> }<a name="line.119"></a>
<span class="sourceLineNo">120</span> <a name="line.120"></a>
<span class="sourceLineNo">121</span> return prefix + "INT" + bytes*8;<a name="line.121"></a>
<span class="sourceLineNo">122</span> }<a name="line.122"></a>
<span class="sourceLineNo">123</span><a name="line.123"></a>
<span class="sourceLineNo">124</span> /**<a name="line.124"></a>
<span class="sourceLineNo">125</span> * @param clazz dataset class<a name="line.125"></a>
<span class="sourceLineNo">126</span> * @return dataset type for dataset class <a name="line.126"></a>
<span class="sourceLineNo">127</span> */<a name="line.127"></a>
<span class="sourceLineNo">128</span> public static int getDType(Class&lt;? extends Dataset&gt; clazz) {<a name="line.128"></a>
<span class="sourceLineNo">129</span> if (!interface2DTypes.containsKey(clazz)) {<a name="line.129"></a>
<span class="sourceLineNo">130</span> throw new IllegalArgumentException("Interface class not allowed or supported");<a name="line.130"></a>
<span class="sourceLineNo">131</span> }<a name="line.131"></a>
<span class="sourceLineNo">132</span> return interface2DTypes.get(clazz);<a name="line.132"></a>
<span class="sourceLineNo">133</span> }<a name="line.133"></a>
<span class="sourceLineNo">134</span><a name="line.134"></a>
<span class="sourceLineNo">135</span> public static boolean isDTypeElemental(int dtype) {<a name="line.135"></a>
<span class="sourceLineNo">136</span> return dtype &lt;= Dataset.DATE;<a name="line.136"></a>
<span class="sourceLineNo">137</span> }<a name="line.137"></a>
<span class="sourceLineNo">138</span><a name="line.138"></a>
<span class="sourceLineNo">139</span> public static boolean isDTypeInteger(int dtype) {<a name="line.139"></a>
<span class="sourceLineNo">140</span> return dtype == Dataset.INT8 || dtype == Dataset.INT16 || dtype == Dataset.INT32 || dtype == Dataset.INT64 ||<a name="line.140"></a>
<span class="sourceLineNo">141</span> dtype == Dataset.ARRAYINT8 || dtype == Dataset.ARRAYINT16 || dtype == Dataset.ARRAYINT32 || dtype == Dataset.ARRAYINT64 || dtype == Dataset.RGB;<a name="line.141"></a>
<span class="sourceLineNo">142</span> }<a name="line.142"></a>
<span class="sourceLineNo">143</span><a name="line.143"></a>
<span class="sourceLineNo">144</span> public static boolean isDTypeFloating(int dtype) {<a name="line.144"></a>
<span class="sourceLineNo">145</span> return dtype == Dataset.FLOAT32 || dtype == Dataset.FLOAT64 || dtype == Dataset.COMPLEX64 || dtype == Dataset.COMPLEX128 ||<a name="line.145"></a>
<span class="sourceLineNo">146</span> dtype == Dataset.ARRAYFLOAT32 || dtype == Dataset.ARRAYFLOAT64;<a name="line.146"></a>
<span class="sourceLineNo">147</span> }<a name="line.147"></a>
<span class="sourceLineNo">148</span><a name="line.148"></a>
<span class="sourceLineNo">149</span> public static boolean isDTypeComplex(int dtype) {<a name="line.149"></a>
<span class="sourceLineNo">150</span> return dtype == Dataset.COMPLEX64 || dtype == Dataset.COMPLEX128;<a name="line.150"></a>
<span class="sourceLineNo">151</span> }<a name="line.151"></a>
<span class="sourceLineNo">152</span><a name="line.152"></a>
<span class="sourceLineNo">153</span> /**<a name="line.153"></a>
<span class="sourceLineNo">154</span> * @param dtype<a name="line.154"></a>
<span class="sourceLineNo">155</span> * @return true if dataset type is numerical, i.e. a dataset contains numbers<a name="line.155"></a>
<span class="sourceLineNo">156</span> */<a name="line.156"></a>
<span class="sourceLineNo">157</span> public static boolean isDTypeNumerical(int dtype) {<a name="line.157"></a>
<span class="sourceLineNo">158</span> return isDTypeInteger(dtype) || isDTypeFloating(dtype) || dtype == Dataset.BOOL;<a name="line.158"></a>
<span class="sourceLineNo">159</span> }<a name="line.159"></a>
<span class="sourceLineNo">160</span><a name="line.160"></a>
<span class="sourceLineNo">161</span> /**<a name="line.161"></a>
<span class="sourceLineNo">162</span> * Find dataset type that best fits given types The best type takes into account complex and array datasets<a name="line.162"></a>
<span class="sourceLineNo">163</span> * <a name="line.163"></a>
<span class="sourceLineNo">164</span> * @param atype<a name="line.164"></a>
<span class="sourceLineNo">165</span> * first dataset type<a name="line.165"></a>
<span class="sourceLineNo">166</span> * @param btype<a name="line.166"></a>
<span class="sourceLineNo">167</span> * second dataset type<a name="line.167"></a>
<span class="sourceLineNo">168</span> * @return best dataset type<a name="line.168"></a>
<span class="sourceLineNo">169</span> */<a name="line.169"></a>
<span class="sourceLineNo">170</span> public static int getBestDType(final int atype, final int btype) {<a name="line.170"></a>
<span class="sourceLineNo">171</span> int besttype;<a name="line.171"></a>
<span class="sourceLineNo">172</span> <a name="line.172"></a>
<span class="sourceLineNo">173</span> int a = atype &gt;= Dataset.ARRAYINT8 ? atype / Dataset.ARRAYMUL : atype;<a name="line.173"></a>
<span class="sourceLineNo">174</span> int b = btype &gt;= Dataset.ARRAYINT8 ? btype / Dataset.ARRAYMUL : btype;<a name="line.174"></a>
<span class="sourceLineNo">175</span> <a name="line.175"></a>
<span class="sourceLineNo">176</span> if (isDTypeFloating(a)) {<a name="line.176"></a>
<span class="sourceLineNo">177</span> if (!isDTypeFloating(b)) {<a name="line.177"></a>
<span class="sourceLineNo">178</span> b = getBestFloatDType(b);<a name="line.178"></a>
<span class="sourceLineNo">179</span> if (isDTypeComplex(a)) {<a name="line.179"></a>
<span class="sourceLineNo">180</span> b += Dataset.COMPLEX64 - Dataset.FLOAT32;<a name="line.180"></a>
<span class="sourceLineNo">181</span> }<a name="line.181"></a>
<span class="sourceLineNo">182</span> }<a name="line.182"></a>
<span class="sourceLineNo">183</span> } else if (isDTypeFloating(b)) {<a name="line.183"></a>
<span class="sourceLineNo">184</span> a = getBestFloatDType(a);<a name="line.184"></a>
<span class="sourceLineNo">185</span> if (isDTypeComplex(b)) {<a name="line.185"></a>
<span class="sourceLineNo">186</span> a += Dataset.COMPLEX64 - Dataset.FLOAT32;<a name="line.186"></a>
<span class="sourceLineNo">187</span> }<a name="line.187"></a>
<span class="sourceLineNo">188</span> }<a name="line.188"></a>
<span class="sourceLineNo">189</span> besttype = a &gt; b ? a : b;<a name="line.189"></a>
<span class="sourceLineNo">190</span> <a name="line.190"></a>
<span class="sourceLineNo">191</span> if (atype &gt;= Dataset.ARRAYINT8 || btype &gt;= Dataset.ARRAYINT8) {<a name="line.191"></a>
<span class="sourceLineNo">192</span> if (besttype &gt;= Dataset.COMPLEX64) {<a name="line.192"></a>
<span class="sourceLineNo">193</span> throw new IllegalArgumentException("Complex type cannot be promoted to compound type");<a name="line.193"></a>
<span class="sourceLineNo">194</span> }<a name="line.194"></a>
<span class="sourceLineNo">195</span> besttype *= Dataset.ARRAYMUL;<a name="line.195"></a>
<span class="sourceLineNo">196</span> }<a name="line.196"></a>
<span class="sourceLineNo">197</span> <a name="line.197"></a>
<span class="sourceLineNo">198</span> return besttype;<a name="line.198"></a>
<span class="sourceLineNo">199</span> }<a name="line.199"></a>
<span class="sourceLineNo">200</span><a name="line.200"></a>
<span class="sourceLineNo">201</span> /**<a name="line.201"></a>
<span class="sourceLineNo">202</span> * Find floating point dataset type that best fits given types. The best type takes into account complex and array<a name="line.202"></a>
<span class="sourceLineNo">203</span> * datasets<a name="line.203"></a>
<span class="sourceLineNo">204</span> * <a name="line.204"></a>
<span class="sourceLineNo">205</span> * @param otype<a name="line.205"></a>
<span class="sourceLineNo">206</span> * old dataset type<a name="line.206"></a>
<span class="sourceLineNo">207</span> * @return best dataset type<a name="line.207"></a>
<span class="sourceLineNo">208</span> */<a name="line.208"></a>
<span class="sourceLineNo">209</span> public static int getBestFloatDType(final int otype) {<a name="line.209"></a>
<span class="sourceLineNo">210</span> int btype;<a name="line.210"></a>
<span class="sourceLineNo">211</span> switch (otype) {<a name="line.211"></a>
<span class="sourceLineNo">212</span> case Dataset.BOOL:<a name="line.212"></a>
<span class="sourceLineNo">213</span> case Dataset.INT8:<a name="line.213"></a>
<span class="sourceLineNo">214</span> case Dataset.INT16:<a name="line.214"></a>
<span class="sourceLineNo">215</span> case Dataset.ARRAYINT8:<a name="line.215"></a>
<span class="sourceLineNo">216</span> case Dataset.ARRAYINT16:<a name="line.216"></a>
<span class="sourceLineNo">217</span> case Dataset.FLOAT32:<a name="line.217"></a>
<span class="sourceLineNo">218</span> case Dataset.ARRAYFLOAT32:<a name="line.218"></a>
<span class="sourceLineNo">219</span> case Dataset.COMPLEX64:<a name="line.219"></a>
<span class="sourceLineNo">220</span> case Dataset.RGB:<a name="line.220"></a>
<span class="sourceLineNo">221</span> btype = Dataset.FLOAT32; // demote, if necessary<a name="line.221"></a>
<span class="sourceLineNo">222</span> break;<a name="line.222"></a>
<span class="sourceLineNo">223</span> case Dataset.INT32:<a name="line.223"></a>
<span class="sourceLineNo">224</span> case Dataset.INT64:<a name="line.224"></a>
<span class="sourceLineNo">225</span> case Dataset.ARRAYINT32:<a name="line.225"></a>
<span class="sourceLineNo">226</span> case Dataset.ARRAYINT64:<a name="line.226"></a>
<span class="sourceLineNo">227</span> case Dataset.FLOAT64:<a name="line.227"></a>
<span class="sourceLineNo">228</span> case Dataset.ARRAYFLOAT64:<a name="line.228"></a>
<span class="sourceLineNo">229</span> case Dataset.COMPLEX128:<a name="line.229"></a>
<span class="sourceLineNo">230</span> btype = Dataset.FLOAT64; // promote, if necessary<a name="line.230"></a>
<span class="sourceLineNo">231</span> break;<a name="line.231"></a>
<span class="sourceLineNo">232</span> default:<a name="line.232"></a>
<span class="sourceLineNo">233</span> btype = otype; // for non-numeric datasets, preserve type<a name="line.233"></a>
<span class="sourceLineNo">234</span> break;<a name="line.234"></a>
<span class="sourceLineNo">235</span> }<a name="line.235"></a>
<span class="sourceLineNo">236</span> <a name="line.236"></a>
<span class="sourceLineNo">237</span> return btype;<a name="line.237"></a>
<span class="sourceLineNo">238</span> }<a name="line.238"></a>
<span class="sourceLineNo">239</span><a name="line.239"></a>
<span class="sourceLineNo">240</span> /**<a name="line.240"></a>
<span class="sourceLineNo">241</span> * Find floating point dataset type that best fits given class The best type takes into account complex and array<a name="line.241"></a>
<span class="sourceLineNo">242</span> * datasets<a name="line.242"></a>
<span class="sourceLineNo">243</span> * <a name="line.243"></a>
<span class="sourceLineNo">244</span> * @param cls<a name="line.244"></a>
<span class="sourceLineNo">245</span> * of an item or element<a name="line.245"></a>
<span class="sourceLineNo">246</span> * @return best dataset type<a name="line.246"></a>
<span class="sourceLineNo">247</span> */<a name="line.247"></a>
<span class="sourceLineNo">248</span> public static int getBestFloatDType(Class&lt;? extends Object&gt; cls) {<a name="line.248"></a>
<span class="sourceLineNo">249</span> return getBestFloatDType(getDTypeFromClass(cls));<a name="line.249"></a>
<span class="sourceLineNo">250</span> }<a name="line.250"></a>
<span class="sourceLineNo">251</span><a name="line.251"></a>
<span class="sourceLineNo">252</span> /**<a name="line.252"></a>
<span class="sourceLineNo">253</span> * Get dataset type from an element class<a name="line.253"></a>
<span class="sourceLineNo">254</span> * <a name="line.254"></a>
<span class="sourceLineNo">255</span> * @param cls element class<a name="line.255"></a>
<span class="sourceLineNo">256</span> * @return dataset type<a name="line.256"></a>
<span class="sourceLineNo">257</span> */<a name="line.257"></a>
<span class="sourceLineNo">258</span> public static int getDTypeFromClass(Class&lt;? extends Object&gt; cls) {<a name="line.258"></a>
<span class="sourceLineNo">259</span> return getDTypeFromClass(cls, 1);<a name="line.259"></a>
<span class="sourceLineNo">260</span> }<a name="line.260"></a>
<span class="sourceLineNo">261</span><a name="line.261"></a>
<span class="sourceLineNo">262</span> /**<a name="line.262"></a>
<span class="sourceLineNo">263</span> * Get dataset type from an element class<a name="line.263"></a>
<span class="sourceLineNo">264</span> * <a name="line.264"></a>
<span class="sourceLineNo">265</span> * @param cls element class<a name="line.265"></a>
<span class="sourceLineNo">266</span> * @return dataset type<a name="line.266"></a>
<span class="sourceLineNo">267</span> */<a name="line.267"></a>
<span class="sourceLineNo">268</span> public static int getDTypeFromClass(Class&lt;? extends Object&gt; cls, int isize) {<a name="line.268"></a>
<span class="sourceLineNo">269</span> Integer dtype = class2DType.get(cls);<a name="line.269"></a>
<span class="sourceLineNo">270</span> if (dtype == null) {<a name="line.270"></a>
<span class="sourceLineNo">271</span> throw new IllegalArgumentException("Class of object not supported");<a name="line.271"></a>
<span class="sourceLineNo">272</span> }<a name="line.272"></a>
<span class="sourceLineNo">273</span> if (isize != 1) {<a name="line.273"></a>
<span class="sourceLineNo">274</span> if (dtype &lt; Dataset.FLOAT64)<a name="line.274"></a>
<span class="sourceLineNo">275</span> dtype *= Dataset.ARRAYMUL;<a name="line.275"></a>
<span class="sourceLineNo">276</span> }<a name="line.276"></a>
<span class="sourceLineNo">277</span> return dtype;<a name="line.277"></a>
<span class="sourceLineNo">278</span> }<a name="line.278"></a>
<span class="sourceLineNo">279</span><a name="line.279"></a>
<span class="sourceLineNo">280</span> /**<a name="line.280"></a>
<span class="sourceLineNo">281</span> * Get dataset type from an object. The following are supported: Java Number objects, Apache common math Complex<a name="line.281"></a>
<span class="sourceLineNo">282</span> * objects, Java arrays and lists<a name="line.282"></a>
<span class="sourceLineNo">283</span> * <a name="line.283"></a>
<span class="sourceLineNo">284</span> * @param obj<a name="line.284"></a>
<span class="sourceLineNo">285</span> * @return dataset type<a name="line.285"></a>
<span class="sourceLineNo">286</span> */<a name="line.286"></a>
<span class="sourceLineNo">287</span> public static int getDTypeFromObject(Object obj) {<a name="line.287"></a>
<span class="sourceLineNo">288</span> int dtype = -1;<a name="line.288"></a>
<span class="sourceLineNo">289</span> <a name="line.289"></a>
<span class="sourceLineNo">290</span> if (obj == null) {<a name="line.290"></a>
<span class="sourceLineNo">291</span> return dtype;<a name="line.291"></a>
<span class="sourceLineNo">292</span> }<a name="line.292"></a>
<span class="sourceLineNo">293</span> <a name="line.293"></a>
<span class="sourceLineNo">294</span> if (obj instanceof List&lt;?&gt;) {<a name="line.294"></a>
<span class="sourceLineNo">295</span> List&lt;?&gt; jl = (List&lt;?&gt;) obj;<a name="line.295"></a>
<span class="sourceLineNo">296</span> int l = jl.size();<a name="line.296"></a>
<span class="sourceLineNo">297</span> for (int i = 0; i &lt; l; i++) {<a name="line.297"></a>
<span class="sourceLineNo">298</span> int ldtype = getDTypeFromObject(jl.get(i));<a name="line.298"></a>
<span class="sourceLineNo">299</span> if (ldtype &gt; dtype) {<a name="line.299"></a>
<span class="sourceLineNo">300</span> dtype = ldtype;<a name="line.300"></a>
<span class="sourceLineNo">301</span> }<a name="line.301"></a>
<span class="sourceLineNo">302</span> }<a name="line.302"></a>
<span class="sourceLineNo">303</span> } else if (obj.getClass().isArray()) {<a name="line.303"></a>
<span class="sourceLineNo">304</span> Class&lt;?&gt; ca = obj.getClass().getComponentType();<a name="line.304"></a>
<span class="sourceLineNo">305</span> if (isClassSupportedAsElement(ca)) {<a name="line.305"></a>
<span class="sourceLineNo">306</span> return getDTypeFromClass(ca);<a name="line.306"></a>
<span class="sourceLineNo">307</span> }<a name="line.307"></a>
<span class="sourceLineNo">308</span> int l = Array.getLength(obj);<a name="line.308"></a>
<span class="sourceLineNo">309</span> for (int i = 0; i &lt; l; i++) {<a name="line.309"></a>
<span class="sourceLineNo">310</span> Object lo = Array.get(obj, i);<a name="line.310"></a>
<span class="sourceLineNo">311</span> int ldtype = getDTypeFromObject(lo);<a name="line.311"></a>
<span class="sourceLineNo">312</span> if (ldtype &gt; dtype) {<a name="line.312"></a>
<span class="sourceLineNo">313</span> dtype = ldtype;<a name="line.313"></a>
<span class="sourceLineNo">314</span> }<a name="line.314"></a>
<span class="sourceLineNo">315</span> }<a name="line.315"></a>
<span class="sourceLineNo">316</span> } else if (obj instanceof Dataset) {<a name="line.316"></a>
<span class="sourceLineNo">317</span> return ((Dataset) obj).getDType();<a name="line.317"></a>
<span class="sourceLineNo">318</span> } else if (obj instanceof ILazyDataset) {<a name="line.318"></a>
<span class="sourceLineNo">319</span> dtype = getDTypeFromClass(((ILazyDataset) obj).getElementClass(), ((ILazyDataset) obj).getElementsPerItem());<a name="line.319"></a>
<span class="sourceLineNo">320</span> } else {<a name="line.320"></a>
<span class="sourceLineNo">321</span> dtype = getDTypeFromClass(obj.getClass());<a name="line.321"></a>
<span class="sourceLineNo">322</span> }<a name="line.322"></a>
<span class="sourceLineNo">323</span> return dtype;<a name="line.323"></a>
<span class="sourceLineNo">324</span> }<a name="line.324"></a>
<span class="sourceLineNo">325</span><a name="line.325"></a>
<span class="sourceLineNo">326</span> /**<a name="line.326"></a>
<span class="sourceLineNo">327</span> * Get dataset type from given dataset<a name="line.327"></a>
<span class="sourceLineNo">328</span> * @param d<a name="line.328"></a>
<span class="sourceLineNo">329</span> * @return dataset type<a name="line.329"></a>
<span class="sourceLineNo">330</span> */<a name="line.330"></a>
<span class="sourceLineNo">331</span> public static int getDType(ILazyDataset d) {<a name="line.331"></a>
<span class="sourceLineNo">332</span> if (d instanceof LazyDatasetBase)<a name="line.332"></a>
<span class="sourceLineNo">333</span> return ((LazyDatasetBase) d).getDType();<a name="line.333"></a>
<span class="sourceLineNo">334</span> return getDTypeFromClass(d.getElementClass(), d.getElementsPerItem());<a name="line.334"></a>
<span class="sourceLineNo">335</span> }<a name="line.335"></a>
<span class="sourceLineNo">336</span><a name="line.336"></a>
<span class="sourceLineNo">337</span> /**<a name="line.337"></a>
<span class="sourceLineNo">338</span> * The largest dataset type suitable for a summation of around a few thousand items without changing from the "kind"<a name="line.338"></a>
<span class="sourceLineNo">339</span> * of dataset<a name="line.339"></a>
<span class="sourceLineNo">340</span> * <a name="line.340"></a>
<span class="sourceLineNo">341</span> * @param otype<a name="line.341"></a>
<span class="sourceLineNo">342</span> * @return largest dataset type available for given dataset type<a name="line.342"></a>
<span class="sourceLineNo">343</span> */<a name="line.343"></a>
<span class="sourceLineNo">344</span> public static int getLargestDType(final int otype) {<a name="line.344"></a>
<span class="sourceLineNo">345</span> switch (otype) {<a name="line.345"></a>
<span class="sourceLineNo">346</span> case Dataset.BOOL:<a name="line.346"></a>
<span class="sourceLineNo">347</span> case Dataset.INT8:<a name="line.347"></a>
<span class="sourceLineNo">348</span> case Dataset.INT16:<a name="line.348"></a>
<span class="sourceLineNo">349</span> return Dataset.INT32;<a name="line.349"></a>
<span class="sourceLineNo">350</span> case Dataset.INT32:<a name="line.350"></a>
<span class="sourceLineNo">351</span> case Dataset.INT64:<a name="line.351"></a>
<span class="sourceLineNo">352</span> return Dataset.INT64;<a name="line.352"></a>
<span class="sourceLineNo">353</span> case Dataset.FLOAT32:<a name="line.353"></a>
<span class="sourceLineNo">354</span> case Dataset.FLOAT64:<a name="line.354"></a>
<span class="sourceLineNo">355</span> return Dataset.FLOAT64;<a name="line.355"></a>
<span class="sourceLineNo">356</span> case Dataset.COMPLEX64:<a name="line.356"></a>
<span class="sourceLineNo">357</span> case Dataset.COMPLEX128:<a name="line.357"></a>
<span class="sourceLineNo">358</span> return Dataset.COMPLEX128;<a name="line.358"></a>
<span class="sourceLineNo">359</span> case Dataset.ARRAYINT8:<a name="line.359"></a>
<span class="sourceLineNo">360</span> case Dataset.ARRAYINT16:<a name="line.360"></a>
<span class="sourceLineNo">361</span> return Dataset.ARRAYINT32;<a name="line.361"></a>
<span class="sourceLineNo">362</span> case Dataset.ARRAYINT32:<a name="line.362"></a>
<span class="sourceLineNo">363</span> case Dataset.ARRAYINT64:<a name="line.363"></a>
<span class="sourceLineNo">364</span> return Dataset.ARRAYINT64;<a name="line.364"></a>
<span class="sourceLineNo">365</span> case Dataset.ARRAYFLOAT32:<a name="line.365"></a>
<span class="sourceLineNo">366</span> case Dataset.ARRAYFLOAT64:<a name="line.366"></a>
<span class="sourceLineNo">367</span> return Dataset.ARRAYFLOAT64;<a name="line.367"></a>
<span class="sourceLineNo">368</span> case Dataset.DATE:<a name="line.368"></a>
<span class="sourceLineNo">369</span> case Dataset.STRING:<a name="line.369"></a>
<span class="sourceLineNo">370</span> case Dataset.RGB:<a name="line.370"></a>
<span class="sourceLineNo">371</span> case Dataset.OBJECT:<a name="line.371"></a>
<span class="sourceLineNo">372</span> return otype;<a name="line.372"></a>
<span class="sourceLineNo">373</span> }<a name="line.373"></a>
<span class="sourceLineNo">374</span> throw new IllegalArgumentException("Unsupported dataset type");<a name="line.374"></a>
<span class="sourceLineNo">375</span> }<a name="line.375"></a>
<span class="sourceLineNo">376</span><a name="line.376"></a>
<span class="sourceLineNo">377</span> /**<a name="line.377"></a>
<span class="sourceLineNo">378</span> * @param otype<a name="line.378"></a>
<span class="sourceLineNo">379</span> * @return elemental dataset type available for given dataset type<a name="line.379"></a>
<span class="sourceLineNo">380</span> */<a name="line.380"></a>
<span class="sourceLineNo">381</span> public static int getElementalDType(final int otype) {<a name="line.381"></a>
<span class="sourceLineNo">382</span> switch (otype) {<a name="line.382"></a>
<span class="sourceLineNo">383</span> case Dataset.COMPLEX64:<a name="line.383"></a>
<span class="sourceLineNo">384</span> return Dataset.FLOAT32;<a name="line.384"></a>
<span class="sourceLineNo">385</span> case Dataset.COMPLEX128:<a name="line.385"></a>
<span class="sourceLineNo">386</span> return Dataset.FLOAT64;<a name="line.386"></a>
<span class="sourceLineNo">387</span> case Dataset.ARRAYINT8:<a name="line.387"></a>
<span class="sourceLineNo">388</span> return Dataset.INT8;<a name="line.388"></a>
<span class="sourceLineNo">389</span> case Dataset.ARRAYINT16:<a name="line.389"></a>
<span class="sourceLineNo">390</span> case Dataset.RGB:<a name="line.390"></a>
<span class="sourceLineNo">391</span> return Dataset.INT16;<a name="line.391"></a>
<span class="sourceLineNo">392</span> case Dataset.ARRAYINT32:<a name="line.392"></a>
<span class="sourceLineNo">393</span> return Dataset.INT32;<a name="line.393"></a>
<span class="sourceLineNo">394</span> case Dataset.ARRAYINT64:<a name="line.394"></a>
<span class="sourceLineNo">395</span> return Dataset.INT64;<a name="line.395"></a>
<span class="sourceLineNo">396</span> case Dataset.ARRAYFLOAT32:<a name="line.396"></a>
<span class="sourceLineNo">397</span> return Dataset.FLOAT32;<a name="line.397"></a>
<span class="sourceLineNo">398</span> case Dataset.ARRAYFLOAT64:<a name="line.398"></a>
<span class="sourceLineNo">399</span> return Dataset.FLOAT64;<a name="line.399"></a>
<span class="sourceLineNo">400</span> default:<a name="line.400"></a>
<span class="sourceLineNo">401</span> return otype;<a name="line.401"></a>
<span class="sourceLineNo">402</span> }<a name="line.402"></a>
<span class="sourceLineNo">403</span> }<a name="line.403"></a>
<span class="sourceLineNo">404</span> /**<a name="line.404"></a>
<span class="sourceLineNo">405</span> * @param comp<a name="line.405"></a>
<span class="sourceLineNo">406</span> * @return true if supported<a name="line.406"></a>
<span class="sourceLineNo">407</span> */<a name="line.407"></a>
<span class="sourceLineNo">408</span> public static boolean isClassSupportedAsElement(Class&lt;? extends Object&gt; comp) {<a name="line.408"></a>
<span class="sourceLineNo">409</span> return comp.isPrimitive() || Number.class.isAssignableFrom(comp) || comp.equals(Boolean.class)<a name="line.409"></a>
<span class="sourceLineNo">410</span> || comp.equals(Complex.class) || comp.equals(String.class) || comp.equals(Date.class);<a name="line.410"></a>
<span class="sourceLineNo">411</span> }<a name="line.411"></a>
<span class="sourceLineNo">412</span><a name="line.412"></a>
<span class="sourceLineNo">413</span> /**<a name="line.413"></a>
<span class="sourceLineNo">414</span> * @param dtype<a name="line.414"></a>
<span class="sourceLineNo">415</span> * @return number of elements per item<a name="line.415"></a>
<span class="sourceLineNo">416</span> */<a name="line.416"></a>
<span class="sourceLineNo">417</span> public static int getElementsPerItem(final int dtype) {<a name="line.417"></a>
<span class="sourceLineNo">418</span> switch (dtype) {<a name="line.418"></a>
<span class="sourceLineNo">419</span> case Dataset.ARRAYINT8:<a name="line.419"></a>
<span class="sourceLineNo">420</span> case Dataset.ARRAYINT16:<a name="line.420"></a>
<span class="sourceLineNo">421</span> case Dataset.ARRAYINT32:<a name="line.421"></a>
<span class="sourceLineNo">422</span> case Dataset.ARRAYINT64:<a name="line.422"></a>
<span class="sourceLineNo">423</span> case Dataset.ARRAYFLOAT32:<a name="line.423"></a>
<span class="sourceLineNo">424</span> case Dataset.ARRAYFLOAT64:<a name="line.424"></a>
<span class="sourceLineNo">425</span> throw new UnsupportedOperationException("Multi-element type unsupported");<a name="line.425"></a>
<span class="sourceLineNo">426</span> case Dataset.COMPLEX64:<a name="line.426"></a>
<span class="sourceLineNo">427</span> case Dataset.COMPLEX128:<a name="line.427"></a>
<span class="sourceLineNo">428</span> return 2;<a name="line.428"></a>
<span class="sourceLineNo">429</span> case Dataset.RGB:<a name="line.429"></a>
<span class="sourceLineNo">430</span> return 3;<a name="line.430"></a>
<span class="sourceLineNo">431</span> }<a name="line.431"></a>
<span class="sourceLineNo">432</span> return 1;<a name="line.432"></a>
<span class="sourceLineNo">433</span> }<a name="line.433"></a>
<span class="sourceLineNo">434</span><a name="line.434"></a>
<span class="sourceLineNo">435</span> /**<a name="line.435"></a>
<span class="sourceLineNo">436</span> * @param dtype<a name="line.436"></a>
<span class="sourceLineNo">437</span> * @return length of single item in bytes<a name="line.437"></a>
<span class="sourceLineNo">438</span> */<a name="line.438"></a>
<span class="sourceLineNo">439</span> public static int getItemBytes(final int dtype) {<a name="line.439"></a>
<span class="sourceLineNo">440</span> return getItemBytes(dtype, getElementsPerItem(dtype));<a name="line.440"></a>
<span class="sourceLineNo">441</span> }<a name="line.441"></a>
<span class="sourceLineNo">442</span><a name="line.442"></a>
<span class="sourceLineNo">443</span> /**<a name="line.443"></a>
<span class="sourceLineNo">444</span> * @param dtype<a name="line.444"></a>
<span class="sourceLineNo">445</span> * @param isize<a name="line.445"></a>
<span class="sourceLineNo">446</span> * number of elements in an item<a name="line.446"></a>
<span class="sourceLineNo">447</span> * @return length of single item in bytes<a name="line.447"></a>
<span class="sourceLineNo">448</span> */<a name="line.448"></a>
<span class="sourceLineNo">449</span> public static int getItemBytes(final int dtype, final int isize) {<a name="line.449"></a>
<span class="sourceLineNo">450</span> int size;<a name="line.450"></a>
<span class="sourceLineNo">451</span> <a name="line.451"></a>
<span class="sourceLineNo">452</span> switch (dtype) {<a name="line.452"></a>
<span class="sourceLineNo">453</span> case Dataset.BOOL:<a name="line.453"></a>
<span class="sourceLineNo">454</span> size = 1; // How is this defined?<a name="line.454"></a>
<span class="sourceLineNo">455</span> break;<a name="line.455"></a>
<span class="sourceLineNo">456</span> case Dataset.INT8:<a name="line.456"></a>
<span class="sourceLineNo">457</span> case Dataset.ARRAYINT8:<a name="line.457"></a>
<span class="sourceLineNo">458</span> size = Byte.SIZE / 8;<a name="line.458"></a>
<span class="sourceLineNo">459</span> break;<a name="line.459"></a>
<span class="sourceLineNo">460</span> case Dataset.INT16:<a name="line.460"></a>
<span class="sourceLineNo">461</span> case Dataset.ARRAYINT16:<a name="line.461"></a>
<span class="sourceLineNo">462</span> case Dataset.RGB:<a name="line.462"></a>
<span class="sourceLineNo">463</span> size = Short.SIZE / 8;<a name="line.463"></a>
<span class="sourceLineNo">464</span> break;<a name="line.464"></a>
<span class="sourceLineNo">465</span> case Dataset.INT32:<a name="line.465"></a>
<span class="sourceLineNo">466</span> case Dataset.ARRAYINT32:<a name="line.466"></a>
<span class="sourceLineNo">467</span> size = Integer.SIZE / 8;<a name="line.467"></a>
<span class="sourceLineNo">468</span> break;<a name="line.468"></a>
<span class="sourceLineNo">469</span> case Dataset.INT64:<a name="line.469"></a>
<span class="sourceLineNo">470</span> case Dataset.ARRAYINT64:<a name="line.470"></a>
<span class="sourceLineNo">471</span> size = Long.SIZE / 8;<a name="line.471"></a>
<span class="sourceLineNo">472</span> break;<a name="line.472"></a>
<span class="sourceLineNo">473</span> case Dataset.FLOAT32:<a name="line.473"></a>
<span class="sourceLineNo">474</span> case Dataset.ARRAYFLOAT32:<a name="line.474"></a>
<span class="sourceLineNo">475</span> case Dataset.COMPLEX64:<a name="line.475"></a>
<span class="sourceLineNo">476</span> size = Float.SIZE / 8;<a name="line.476"></a>
<span class="sourceLineNo">477</span> break;<a name="line.477"></a>
<span class="sourceLineNo">478</span> case Dataset.FLOAT64:<a name="line.478"></a>
<span class="sourceLineNo">479</span> case Dataset.ARRAYFLOAT64:<a name="line.479"></a>
<span class="sourceLineNo">480</span> case Dataset.COMPLEX128:<a name="line.480"></a>
<span class="sourceLineNo">481</span> size = Double.SIZE / 8;<a name="line.481"></a>
<span class="sourceLineNo">482</span> break;<a name="line.482"></a>
<span class="sourceLineNo">483</span> default:<a name="line.483"></a>
<span class="sourceLineNo">484</span> size = 0;<a name="line.484"></a>
<span class="sourceLineNo">485</span> break;<a name="line.485"></a>
<span class="sourceLineNo">486</span> }<a name="line.486"></a>
<span class="sourceLineNo">487</span> <a name="line.487"></a>
<span class="sourceLineNo">488</span> return size * isize;<a name="line.488"></a>
<span class="sourceLineNo">489</span> }<a name="line.489"></a>
<span class="sourceLineNo">490</span><a name="line.490"></a>
<span class="sourceLineNo">491</span> public static boolean toBoolean(final Object b) {<a name="line.491"></a>
<span class="sourceLineNo">492</span> if (b instanceof Number) {<a name="line.492"></a>
<span class="sourceLineNo">493</span> return ((Number) b).longValue() != 0;<a name="line.493"></a>
<span class="sourceLineNo">494</span> } else if (b instanceof Boolean) {<a name="line.494"></a>
<span class="sourceLineNo">495</span> return ((Boolean) b).booleanValue();<a name="line.495"></a>
<span class="sourceLineNo">496</span> } else if (b instanceof Complex) {<a name="line.496"></a>
<span class="sourceLineNo">497</span> return ((Complex) b).getReal() != 0;<a name="line.497"></a>
<span class="sourceLineNo">498</span> } else if (b instanceof Dataset) {<a name="line.498"></a>
<span class="sourceLineNo">499</span> Dataset db = (Dataset) b;<a name="line.499"></a>
<span class="sourceLineNo">500</span> if (db.getSize() != 1) {<a name="line.500"></a>
<span class="sourceLineNo">501</span> logger.error("Given dataset must have only one item");<a name="line.501"></a>
<span class="sourceLineNo">502</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.502"></a>
<span class="sourceLineNo">503</span> }<a name="line.503"></a>
<span class="sourceLineNo">504</span> return toBoolean(db.getObjectAbs(0));<a name="line.504"></a>
<span class="sourceLineNo">505</span> } else if (b instanceof IDataset) {<a name="line.505"></a>
<span class="sourceLineNo">506</span> IDataset db = (IDataset) b;<a name="line.506"></a>
<span class="sourceLineNo">507</span> if (db.getSize() != 1) {<a name="line.507"></a>
<span class="sourceLineNo">508</span> logger.error("Given dataset must have only one item");<a name="line.508"></a>
<span class="sourceLineNo">509</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.509"></a>
<span class="sourceLineNo">510</span> }<a name="line.510"></a>
<span class="sourceLineNo">511</span> return toBoolean(db.getObject(new int[db.getRank()]));<a name="line.511"></a>
<span class="sourceLineNo">512</span> } else {<a name="line.512"></a>
<span class="sourceLineNo">513</span> logger.error("Argument is of unsupported class");<a name="line.513"></a>
<span class="sourceLineNo">514</span> throw new IllegalArgumentException("Argument is of unsupported class");<a name="line.514"></a>
<span class="sourceLineNo">515</span> }<a name="line.515"></a>
<span class="sourceLineNo">516</span> }<a name="line.516"></a>
<span class="sourceLineNo">517</span><a name="line.517"></a>
<span class="sourceLineNo">518</span> public static long toLong(final Object b) {<a name="line.518"></a>
<span class="sourceLineNo">519</span> if (b instanceof Number) {<a name="line.519"></a>
<span class="sourceLineNo">520</span> return ((Number) b).longValue();<a name="line.520"></a>
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<span class="sourceLineNo">522</span> return ((Boolean) b).booleanValue() ? 1 : 0;<a name="line.522"></a>
<span class="sourceLineNo">523</span> } else if (b instanceof Complex) {<a name="line.523"></a>
<span class="sourceLineNo">524</span> return (long) ((Complex) b).getReal();<a name="line.524"></a>
<span class="sourceLineNo">525</span> } else if (b instanceof Dataset) {<a name="line.525"></a>
<span class="sourceLineNo">526</span> Dataset db = (Dataset) b;<a name="line.526"></a>
<span class="sourceLineNo">527</span> if (db.getSize() != 1) {<a name="line.527"></a>
<span class="sourceLineNo">528</span> logger.error("Given dataset must have only one item");<a name="line.528"></a>
<span class="sourceLineNo">529</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.529"></a>
<span class="sourceLineNo">530</span> }<a name="line.530"></a>
<span class="sourceLineNo">531</span> return toLong(db.getObjectAbs(0));<a name="line.531"></a>
<span class="sourceLineNo">532</span> } else if (b instanceof IDataset) {<a name="line.532"></a>
<span class="sourceLineNo">533</span> IDataset db = (IDataset) b;<a name="line.533"></a>
<span class="sourceLineNo">534</span> if (db.getSize() != 1) {<a name="line.534"></a>
<span class="sourceLineNo">535</span> logger.error("Given dataset must have only one item");<a name="line.535"></a>
<span class="sourceLineNo">536</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.536"></a>
<span class="sourceLineNo">537</span> }<a name="line.537"></a>
<span class="sourceLineNo">538</span> return toLong(db.getObject(new int[db.getRank()]));<a name="line.538"></a>
<span class="sourceLineNo">539</span> } else {<a name="line.539"></a>
<span class="sourceLineNo">540</span> logger.error("Argument is of unsupported class");<a name="line.540"></a>
<span class="sourceLineNo">541</span> throw new IllegalArgumentException("Argument is of unsupported class");<a name="line.541"></a>
<span class="sourceLineNo">542</span> }<a name="line.542"></a>
<span class="sourceLineNo">543</span> }<a name="line.543"></a>
<span class="sourceLineNo">544</span><a name="line.544"></a>
<span class="sourceLineNo">545</span> public static double toReal(final Object b) {<a name="line.545"></a>
<span class="sourceLineNo">546</span> if (b instanceof Number) {<a name="line.546"></a>
<span class="sourceLineNo">547</span> return ((Number) b).doubleValue();<a name="line.547"></a>
<span class="sourceLineNo">548</span> } else if (b instanceof Boolean) {<a name="line.548"></a>
<span class="sourceLineNo">549</span> return ((Boolean) b).booleanValue() ? 1 : 0;<a name="line.549"></a>
<span class="sourceLineNo">550</span> } else if (b instanceof Complex) {<a name="line.550"></a>
<span class="sourceLineNo">551</span> return ((Complex) b).getReal();<a name="line.551"></a>
<span class="sourceLineNo">552</span> } else if (b.getClass().isArray()) {<a name="line.552"></a>
<span class="sourceLineNo">553</span> if (Array.getLength(b) == 0)<a name="line.553"></a>
<span class="sourceLineNo">554</span> return 0;<a name="line.554"></a>
<span class="sourceLineNo">555</span> return toReal(Array.get(b, 0));<a name="line.555"></a>
<span class="sourceLineNo">556</span> } else if (b instanceof Dataset) {<a name="line.556"></a>
<span class="sourceLineNo">557</span> Dataset db = (Dataset) b;<a name="line.557"></a>
<span class="sourceLineNo">558</span> if (db.getSize() != 1) {<a name="line.558"></a>
<span class="sourceLineNo">559</span> logger.error("Given dataset must have only one item");<a name="line.559"></a>
<span class="sourceLineNo">560</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.560"></a>
<span class="sourceLineNo">561</span> }<a name="line.561"></a>
<span class="sourceLineNo">562</span> return toReal(db.getObjectAbs(0));<a name="line.562"></a>
<span class="sourceLineNo">563</span> } else if (b instanceof IDataset) {<a name="line.563"></a>
<span class="sourceLineNo">564</span> IDataset db = (Dataset) b;<a name="line.564"></a>
<span class="sourceLineNo">565</span> if (db.getSize() != 1) {<a name="line.565"></a>
<span class="sourceLineNo">566</span> logger.error("Given dataset must have only one item");<a name="line.566"></a>
<span class="sourceLineNo">567</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.567"></a>
<span class="sourceLineNo">568</span> }<a name="line.568"></a>
<span class="sourceLineNo">569</span> return toReal(db.getObject(new int[db.getRank()]));<a name="line.569"></a>
<span class="sourceLineNo">570</span> } else {<a name="line.570"></a>
<span class="sourceLineNo">571</span> logger.error("Argument is of unsupported class");<a name="line.571"></a>
<span class="sourceLineNo">572</span> throw new IllegalArgumentException("Argument is of unsupported class");<a name="line.572"></a>
<span class="sourceLineNo">573</span> }<a name="line.573"></a>
<span class="sourceLineNo">574</span> }<a name="line.574"></a>
<span class="sourceLineNo">575</span><a name="line.575"></a>
<span class="sourceLineNo">576</span> public static double toImag(final Object b) {<a name="line.576"></a>
<span class="sourceLineNo">577</span> if (b instanceof Number) {<a name="line.577"></a>
<span class="sourceLineNo">578</span> return 0;<a name="line.578"></a>
<span class="sourceLineNo">579</span> } else if (b instanceof Boolean) {<a name="line.579"></a>
<span class="sourceLineNo">580</span> return 0;<a name="line.580"></a>
<span class="sourceLineNo">581</span> } else if (b instanceof Complex) {<a name="line.581"></a>
<span class="sourceLineNo">582</span> return ((Complex) b).getImaginary();<a name="line.582"></a>
<span class="sourceLineNo">583</span> } else if (b.getClass().isArray()) {<a name="line.583"></a>
<span class="sourceLineNo">584</span> if (Array.getLength(b) &lt; 2)<a name="line.584"></a>
<span class="sourceLineNo">585</span> return 0;<a name="line.585"></a>
<span class="sourceLineNo">586</span> return toReal(Array.get(b, 1));<a name="line.586"></a>
<span class="sourceLineNo">587</span> } else if (b instanceof Dataset) {<a name="line.587"></a>
<span class="sourceLineNo">588</span> Dataset db = (Dataset) b;<a name="line.588"></a>
<span class="sourceLineNo">589</span> if (db.getSize() != 1) {<a name="line.589"></a>
<span class="sourceLineNo">590</span> logger.error("Given dataset must have only one item");<a name="line.590"></a>
<span class="sourceLineNo">591</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.591"></a>
<span class="sourceLineNo">592</span> }<a name="line.592"></a>
<span class="sourceLineNo">593</span> return toImag(db.getObjectAbs(0));<a name="line.593"></a>
<span class="sourceLineNo">594</span> } else if (b instanceof IDataset) {<a name="line.594"></a>
<span class="sourceLineNo">595</span> IDataset db = (Dataset) b;<a name="line.595"></a>
<span class="sourceLineNo">596</span> if (db.getSize() != 1) {<a name="line.596"></a>
<span class="sourceLineNo">597</span> logger.error("Given dataset must have only one item");<a name="line.597"></a>
<span class="sourceLineNo">598</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.598"></a>
<span class="sourceLineNo">599</span> }<a name="line.599"></a>
<span class="sourceLineNo">600</span> return toImag(db.getObject(new int[db.getRank()]));<a name="line.600"></a>
<span class="sourceLineNo">601</span> } else {<a name="line.601"></a>
<span class="sourceLineNo">602</span> logger.error("Argument is of unsupported class");<a name="line.602"></a>
<span class="sourceLineNo">603</span> throw new IllegalArgumentException("Argument is of unsupported class");<a name="line.603"></a>
<span class="sourceLineNo">604</span> }<a name="line.604"></a>
<span class="sourceLineNo">605</span> }<a name="line.605"></a>
<span class="sourceLineNo">606</span><a name="line.606"></a>
<span class="sourceLineNo">607</span> public static double[] toDoubleArray(final Object b, final int itemSize) {<a name="line.607"></a>
<span class="sourceLineNo">608</span> double[] result = null;<a name="line.608"></a>
<span class="sourceLineNo">609</span> <a name="line.609"></a>
<span class="sourceLineNo">610</span> // ensure array is of given length<a name="line.610"></a>
<span class="sourceLineNo">611</span> if (b instanceof Number) {<a name="line.611"></a>
<span class="sourceLineNo">612</span> result = new double[itemSize];<a name="line.612"></a>
<span class="sourceLineNo">613</span> double val = ((Number) b).doubleValue();<a name="line.613"></a>
<span class="sourceLineNo">614</span> for (int i = 0; i &lt; itemSize; i++)<a name="line.614"></a>
<span class="sourceLineNo">615</span> result[i] = val;<a name="line.615"></a>
<span class="sourceLineNo">616</span> } else if (b instanceof double[]) {<a name="line.616"></a>
<span class="sourceLineNo">617</span> result = (double[]) b;<a name="line.617"></a>
<span class="sourceLineNo">618</span> if (result.length &lt; itemSize) {<a name="line.618"></a>
<span class="sourceLineNo">619</span> result = new double[itemSize];<a name="line.619"></a>
<span class="sourceLineNo">620</span> int ilen = result.length;<a name="line.620"></a>
<span class="sourceLineNo">621</span> for (int i = 0; i &lt; ilen; i++)<a name="line.621"></a>
<span class="sourceLineNo">622</span> result[i] = ((double[]) b)[i];<a name="line.622"></a>
<span class="sourceLineNo">623</span> }<a name="line.623"></a>
<span class="sourceLineNo">624</span> } else if (b instanceof List&lt;?&gt;) {<a name="line.624"></a>
<span class="sourceLineNo">625</span> result = new double[itemSize];<a name="line.625"></a>
<span class="sourceLineNo">626</span> List&lt;?&gt; jl = (List&lt;?&gt;) b;<a name="line.626"></a>
<span class="sourceLineNo">627</span> int ilen = jl.size();<a name="line.627"></a>
<span class="sourceLineNo">628</span> if (ilen &gt; 0 &amp;&amp; !(jl.get(0) instanceof Number)) {<a name="line.628"></a>
<span class="sourceLineNo">629</span> logger.error("Given array was not of a numerical primitive type");<a name="line.629"></a>
<span class="sourceLineNo">630</span> throw new IllegalArgumentException("Given array was not of a numerical primitive type");<a name="line.630"></a>
<span class="sourceLineNo">631</span> }<a name="line.631"></a>
<span class="sourceLineNo">632</span> ilen = Math.min(itemSize, ilen);<a name="line.632"></a>
<span class="sourceLineNo">633</span> for (int i = 0; i &lt; ilen; i++) {<a name="line.633"></a>
<span class="sourceLineNo">634</span> result[i] = toReal(jl.get(i));<a name="line.634"></a>
<span class="sourceLineNo">635</span> }<a name="line.635"></a>
<span class="sourceLineNo">636</span> } else if (b.getClass().isArray()) {<a name="line.636"></a>
<span class="sourceLineNo">637</span> result = new double[itemSize];<a name="line.637"></a>
<span class="sourceLineNo">638</span> int ilen = Array.getLength(b);<a name="line.638"></a>
<span class="sourceLineNo">639</span> if (ilen &gt; 0 &amp;&amp; !(Array.get(b, 0) instanceof Number)) {<a name="line.639"></a>
<span class="sourceLineNo">640</span> logger.error("Given array was not of a numerical primitive type");<a name="line.640"></a>
<span class="sourceLineNo">641</span> throw new IllegalArgumentException("Given array was not of a numerical primitive type");<a name="line.641"></a>
<span class="sourceLineNo">642</span> }<a name="line.642"></a>
<span class="sourceLineNo">643</span> ilen = Math.min(itemSize, ilen);<a name="line.643"></a>
<span class="sourceLineNo">644</span> for (int i = 0; i &lt; ilen; i++)<a name="line.644"></a>
<span class="sourceLineNo">645</span> result[i] = ((Number) Array.get(b, i)).doubleValue();<a name="line.645"></a>
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<span class="sourceLineNo">647</span> if (itemSize &gt; 2) {<a name="line.647"></a>
<span class="sourceLineNo">648</span> logger.error("Complex number will not fit in compound dataset");<a name="line.648"></a>
<span class="sourceLineNo">649</span> throw new IllegalArgumentException("Complex number will not fit in compound dataset");<a name="line.649"></a>
<span class="sourceLineNo">650</span> }<a name="line.650"></a>
<span class="sourceLineNo">651</span> Complex cb = (Complex) b;<a name="line.651"></a>
<span class="sourceLineNo">652</span> switch (itemSize) {<a name="line.652"></a>
<span class="sourceLineNo">653</span> default:<a name="line.653"></a>
<span class="sourceLineNo">654</span> case 0:<a name="line.654"></a>
<span class="sourceLineNo">655</span> break;<a name="line.655"></a>
<span class="sourceLineNo">656</span> case 1:<a name="line.656"></a>
<span class="sourceLineNo">657</span> result = new double[] {cb.getReal()};<a name="line.657"></a>
<span class="sourceLineNo">658</span> break;<a name="line.658"></a>
<span class="sourceLineNo">659</span> case 2:<a name="line.659"></a>
<span class="sourceLineNo">660</span> result = new double[] {cb.getReal(), cb.getImaginary()};<a name="line.660"></a>
<span class="sourceLineNo">661</span> break;<a name="line.661"></a>
<span class="sourceLineNo">662</span> }<a name="line.662"></a>
<span class="sourceLineNo">663</span> } else if (b instanceof Dataset) {<a name="line.663"></a>
<span class="sourceLineNo">664</span> Dataset db = (Dataset) b;<a name="line.664"></a>
<span class="sourceLineNo">665</span> if (db.getSize() != 1) {<a name="line.665"></a>
<span class="sourceLineNo">666</span> logger.error("Given dataset must have only one item");<a name="line.666"></a>
<span class="sourceLineNo">667</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.667"></a>
<span class="sourceLineNo">668</span> }<a name="line.668"></a>
<span class="sourceLineNo">669</span> return toDoubleArray(db.getObjectAbs(0), itemSize);<a name="line.669"></a>
<span class="sourceLineNo">670</span> } else if (b instanceof IDataset) {<a name="line.670"></a>
<span class="sourceLineNo">671</span> IDataset db = (Dataset) b;<a name="line.671"></a>
<span class="sourceLineNo">672</span> if (db.getSize() != 1) {<a name="line.672"></a>
<span class="sourceLineNo">673</span> logger.error("Given dataset must have only one item");<a name="line.673"></a>
<span class="sourceLineNo">674</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.674"></a>
<span class="sourceLineNo">675</span> }<a name="line.675"></a>
<span class="sourceLineNo">676</span> return toDoubleArray(db.getObject(new int[db.getRank()]), itemSize);<a name="line.676"></a>
<span class="sourceLineNo">677</span> }<a name="line.677"></a>
<span class="sourceLineNo">678</span> <a name="line.678"></a>
<span class="sourceLineNo">679</span> return result;<a name="line.679"></a>
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<span class="sourceLineNo">681</span><a name="line.681"></a>
<span class="sourceLineNo">682</span> public static float[] toFloatArray(final Object b, final int itemSize) {<a name="line.682"></a>
<span class="sourceLineNo">683</span> float[] result = null;<a name="line.683"></a>
<span class="sourceLineNo">684</span> <a name="line.684"></a>
<span class="sourceLineNo">685</span> if (b instanceof Number) {<a name="line.685"></a>
<span class="sourceLineNo">686</span> result = new float[itemSize];<a name="line.686"></a>
<span class="sourceLineNo">687</span> float val = ((Number) b).floatValue();<a name="line.687"></a>
<span class="sourceLineNo">688</span> for (int i = 0; i &lt; itemSize; i++)<a name="line.688"></a>
<span class="sourceLineNo">689</span> result[i] = val;<a name="line.689"></a>
<span class="sourceLineNo">690</span> } else if (b instanceof float[]) {<a name="line.690"></a>
<span class="sourceLineNo">691</span> result = (float[]) b;<a name="line.691"></a>
<span class="sourceLineNo">692</span> if (result.length &lt; itemSize) {<a name="line.692"></a>
<span class="sourceLineNo">693</span> result = new float[itemSize];<a name="line.693"></a>
<span class="sourceLineNo">694</span> int ilen = result.length;<a name="line.694"></a>
<span class="sourceLineNo">695</span> for (int i = 0; i &lt; ilen; i++)<a name="line.695"></a>
<span class="sourceLineNo">696</span> result[i] = ((float[]) b)[i];<a name="line.696"></a>
<span class="sourceLineNo">697</span> }<a name="line.697"></a>
<span class="sourceLineNo">698</span> } else if (b instanceof List&lt;?&gt;) {<a name="line.698"></a>
<span class="sourceLineNo">699</span> result = new float[itemSize];<a name="line.699"></a>
<span class="sourceLineNo">700</span> List&lt;?&gt; jl = (List&lt;?&gt;) b;<a name="line.700"></a>
<span class="sourceLineNo">701</span> int ilen = jl.size();<a name="line.701"></a>
<span class="sourceLineNo">702</span> if (ilen &gt; 0 &amp;&amp; !(jl.get(0) instanceof Number)) {<a name="line.702"></a>
<span class="sourceLineNo">703</span> logger.error("Given array was not of a numerical primitive type");<a name="line.703"></a>
<span class="sourceLineNo">704</span> throw new IllegalArgumentException("Given array was not of a numerical primitive type");<a name="line.704"></a>
<span class="sourceLineNo">705</span> }<a name="line.705"></a>
<span class="sourceLineNo">706</span> ilen = Math.min(itemSize, ilen);<a name="line.706"></a>
<span class="sourceLineNo">707</span> for (int i = 0; i &lt; ilen; i++) {<a name="line.707"></a>
<span class="sourceLineNo">708</span> result[i] = (float) toReal(jl.get(i));<a name="line.708"></a>
<span class="sourceLineNo">709</span> }<a name="line.709"></a>
<span class="sourceLineNo">710</span> } else if (b.getClass().isArray()) {<a name="line.710"></a>
<span class="sourceLineNo">711</span> result = new float[itemSize];<a name="line.711"></a>
<span class="sourceLineNo">712</span> int ilen = Array.getLength(b);<a name="line.712"></a>
<span class="sourceLineNo">713</span> if (ilen &gt; 0 &amp;&amp; !(Array.get(b, 0) instanceof Number)) {<a name="line.713"></a>
<span class="sourceLineNo">714</span> logger.error("Given array was not of a numerical primitive type");<a name="line.714"></a>
<span class="sourceLineNo">715</span> throw new IllegalArgumentException("Given array was not of a numerical primitive type");<a name="line.715"></a>
<span class="sourceLineNo">716</span> }<a name="line.716"></a>
<span class="sourceLineNo">717</span> ilen = Math.min(itemSize, ilen);<a name="line.717"></a>
<span class="sourceLineNo">718</span> for (int i = 0; i &lt; ilen; i++)<a name="line.718"></a>
<span class="sourceLineNo">719</span> result[i] = ((Number) Array.get(b, i)).floatValue();<a name="line.719"></a>
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<span class="sourceLineNo">721</span> if (itemSize &gt; 2) {<a name="line.721"></a>
<span class="sourceLineNo">722</span> logger.error("Complex number will not fit in compound dataset");<a name="line.722"></a>
<span class="sourceLineNo">723</span> throw new IllegalArgumentException("Complex number will not fit in compound dataset");<a name="line.723"></a>
<span class="sourceLineNo">724</span> }<a name="line.724"></a>
<span class="sourceLineNo">725</span> Complex cb = (Complex) b;<a name="line.725"></a>
<span class="sourceLineNo">726</span> switch (itemSize) {<a name="line.726"></a>
<span class="sourceLineNo">727</span> default:<a name="line.727"></a>
<span class="sourceLineNo">728</span> case 0:<a name="line.728"></a>
<span class="sourceLineNo">729</span> break;<a name="line.729"></a>
<span class="sourceLineNo">730</span> case 1:<a name="line.730"></a>
<span class="sourceLineNo">731</span> result = new float[] {(float) cb.getReal()};<a name="line.731"></a>
<span class="sourceLineNo">732</span> break;<a name="line.732"></a>
<span class="sourceLineNo">733</span> case 2:<a name="line.733"></a>
<span class="sourceLineNo">734</span> result = new float[] {(float) cb.getReal(), (float) cb.getImaginary()};<a name="line.734"></a>
<span class="sourceLineNo">735</span> break;<a name="line.735"></a>
<span class="sourceLineNo">736</span> }<a name="line.736"></a>
<span class="sourceLineNo">737</span> } else if (b instanceof Dataset) {<a name="line.737"></a>
<span class="sourceLineNo">738</span> Dataset db = (Dataset) b;<a name="line.738"></a>
<span class="sourceLineNo">739</span> if (db.getSize() != 1) {<a name="line.739"></a>
<span class="sourceLineNo">740</span> logger.error("Given dataset must have only one item");<a name="line.740"></a>
<span class="sourceLineNo">741</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.741"></a>
<span class="sourceLineNo">742</span> }<a name="line.742"></a>
<span class="sourceLineNo">743</span> return toFloatArray(db.getObjectAbs(0), itemSize);<a name="line.743"></a>
<span class="sourceLineNo">744</span> } else if (b instanceof IDataset) {<a name="line.744"></a>
<span class="sourceLineNo">745</span> IDataset db = (Dataset) b;<a name="line.745"></a>
<span class="sourceLineNo">746</span> if (db.getSize() != 1) {<a name="line.746"></a>
<span class="sourceLineNo">747</span> logger.error("Given dataset must have only one item");<a name="line.747"></a>
<span class="sourceLineNo">748</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.748"></a>
<span class="sourceLineNo">749</span> }<a name="line.749"></a>
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<span class="sourceLineNo">821</span> logger.error("Given dataset must have only one item");<a name="line.821"></a>
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<span class="sourceLineNo">888</span> logger.error("Given dataset must have only one item");<a name="line.888"></a>
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<span class="sourceLineNo">895</span> logger.error("Given dataset must have only one item");<a name="line.895"></a>
<span class="sourceLineNo">896</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.896"></a>
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<span class="sourceLineNo">904</span> public static short[] toShortArray(final Object b, final int itemSize) {<a name="line.904"></a>
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<span class="sourceLineNo">943</span> if (itemSize &gt; 2) {<a name="line.943"></a>
<span class="sourceLineNo">944</span> logger.error("Complex number will not fit in compound dataset");<a name="line.944"></a>
<span class="sourceLineNo">945</span> throw new IllegalArgumentException("Complex number will not fit in compound dataset");<a name="line.945"></a>
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<span class="sourceLineNo">962</span> logger.error("Given dataset must have only one item");<a name="line.962"></a>
<span class="sourceLineNo">963</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.963"></a>
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<span class="sourceLineNo">968</span> if (db.getSize() != 1) {<a name="line.968"></a>
<span class="sourceLineNo">969</span> logger.error("Given dataset must have only one item");<a name="line.969"></a>
<span class="sourceLineNo">970</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.970"></a>
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<span class="sourceLineNo">978</span> public static byte[] toByteArray(final Object b, final int itemSize) {<a name="line.978"></a>
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<span class="sourceLineNo">984</span> for (int i = 0; i &lt; itemSize; i++) {<a name="line.984"></a>
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<span class="sourceLineNo">988</span> result = (byte[]) b;<a name="line.988"></a>
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<span class="sourceLineNo">990</span> result = new byte[itemSize];<a name="line.990"></a>
<span class="sourceLineNo">991</span> int ilen = result.length;<a name="line.991"></a>
<span class="sourceLineNo">992</span> for (int i = 0; i &lt; ilen; i++) {<a name="line.992"></a>
<span class="sourceLineNo">993</span> result[i] = ((byte[]) b)[i];<a name="line.993"></a>
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<span class="sourceLineNo">995</span> }<a name="line.995"></a>
<span class="sourceLineNo">996</span> } else if (b instanceof List&lt;?&gt;) {<a name="line.996"></a>
<span class="sourceLineNo">997</span> result = new byte[itemSize];<a name="line.997"></a>
<span class="sourceLineNo">998</span> List&lt;?&gt; jl = (List&lt;?&gt;) b;<a name="line.998"></a>
<span class="sourceLineNo">999</span> int ilen = jl.size();<a name="line.999"></a>
<span class="sourceLineNo">1000</span> if (ilen &gt; 0 &amp;&amp; !(jl.get(0) instanceof Number)) {<a name="line.1000"></a>
<span class="sourceLineNo">1001</span> logger.error("Given array was not of a numerical primitive type");<a name="line.1001"></a>
<span class="sourceLineNo">1002</span> throw new IllegalArgumentException("Given array was not of a numerical primitive type");<a name="line.1002"></a>
<span class="sourceLineNo">1003</span> }<a name="line.1003"></a>
<span class="sourceLineNo">1004</span> ilen = Math.min(itemSize, ilen);<a name="line.1004"></a>
<span class="sourceLineNo">1005</span> for (int i = 0; i &lt; ilen; i++) {<a name="line.1005"></a>
<span class="sourceLineNo">1006</span> result[i] = (byte) toLong(jl.get(i));<a name="line.1006"></a>
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<span class="sourceLineNo">1008</span> } else if (b.getClass().isArray()) {<a name="line.1008"></a>
<span class="sourceLineNo">1009</span> result = new byte[itemSize];<a name="line.1009"></a>
<span class="sourceLineNo">1010</span> int ilen = Array.getLength(b);<a name="line.1010"></a>
<span class="sourceLineNo">1011</span> if (ilen &gt; 0 &amp;&amp; !(Array.get(b, 0) instanceof Number)) {<a name="line.1011"></a>
<span class="sourceLineNo">1012</span> logger.error("Given array was not of a numerical primitive type");<a name="line.1012"></a>
<span class="sourceLineNo">1013</span> throw new IllegalArgumentException("Given array was not of a numerical primitive type");<a name="line.1013"></a>
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<span class="sourceLineNo">1015</span> ilen = Math.min(itemSize, ilen);<a name="line.1015"></a>
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<span class="sourceLineNo">1017</span> result[i] = (byte) ((Number) Array.get(b, i)).longValue();<a name="line.1017"></a>
<span class="sourceLineNo">1018</span> }<a name="line.1018"></a>
<span class="sourceLineNo">1019</span> } else if (b instanceof Complex) {<a name="line.1019"></a>
<span class="sourceLineNo">1020</span> if (itemSize &gt; 2) {<a name="line.1020"></a>
<span class="sourceLineNo">1021</span> logger.error("Complex number will not fit in compound dataset");<a name="line.1021"></a>
<span class="sourceLineNo">1022</span> throw new IllegalArgumentException("Complex number will not fit in compound dataset");<a name="line.1022"></a>
<span class="sourceLineNo">1023</span> }<a name="line.1023"></a>
<span class="sourceLineNo">1024</span> Complex cb = (Complex) b;<a name="line.1024"></a>
<span class="sourceLineNo">1025</span> switch (itemSize) {<a name="line.1025"></a>
<span class="sourceLineNo">1026</span> default:<a name="line.1026"></a>
<span class="sourceLineNo">1027</span> case 0:<a name="line.1027"></a>
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<span class="sourceLineNo">1029</span> case 1:<a name="line.1029"></a>
<span class="sourceLineNo">1030</span> result = new byte[] {(byte) cb.getReal()};<a name="line.1030"></a>
<span class="sourceLineNo">1031</span> break;<a name="line.1031"></a>
<span class="sourceLineNo">1032</span> case 2:<a name="line.1032"></a>
<span class="sourceLineNo">1033</span> result = new byte[] {(byte) cb.getReal(), (byte) cb.getImaginary()};<a name="line.1033"></a>
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<span class="sourceLineNo">1037</span> Dataset db = (Dataset) b;<a name="line.1037"></a>
<span class="sourceLineNo">1038</span> if (db.getSize() != 1) {<a name="line.1038"></a>
<span class="sourceLineNo">1039</span> logger.error("Given dataset must have only one item");<a name="line.1039"></a>
<span class="sourceLineNo">1040</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.1040"></a>
<span class="sourceLineNo">1041</span> }<a name="line.1041"></a>
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<span class="sourceLineNo">1044</span> IDataset db = (Dataset) b;<a name="line.1044"></a>
<span class="sourceLineNo">1045</span> if (db.getSize() != 1) {<a name="line.1045"></a>
<span class="sourceLineNo">1046</span> logger.error("Given dataset must have only one item");<a name="line.1046"></a>
<span class="sourceLineNo">1047</span> throw new IllegalArgumentException("Given dataset must have only one item");<a name="line.1047"></a>
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<span class="sourceLineNo">1050</span> }<a name="line.1050"></a>
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<span class="sourceLineNo">1054</span><a name="line.1054"></a>
<span class="sourceLineNo">1055</span> public static Object fromDoublesToBiggestPrimitives(double[] x, int dtype) {<a name="line.1055"></a>
<span class="sourceLineNo">1056</span> switch (dtype) {<a name="line.1056"></a>
<span class="sourceLineNo">1057</span> case Dataset.BOOL:<a name="line.1057"></a>
<span class="sourceLineNo">1058</span> case Dataset.INT8:<a name="line.1058"></a>
<span class="sourceLineNo">1059</span> case Dataset.INT16:<a name="line.1059"></a>
<span class="sourceLineNo">1060</span> case Dataset.INT32:<a name="line.1060"></a>
<span class="sourceLineNo">1061</span> int[] i32 = new int[x.length];<a name="line.1061"></a>
<span class="sourceLineNo">1062</span> for (int i = 0; i &lt; x.length; i++)<a name="line.1062"></a>
<span class="sourceLineNo">1063</span> i32[i] = (int) (long) x[i];<a name="line.1063"></a>
<span class="sourceLineNo">1064</span> return i32;<a name="line.1064"></a>
<span class="sourceLineNo">1065</span> case Dataset.INT64:<a name="line.1065"></a>
<span class="sourceLineNo">1066</span> long[] i64 = new long[x.length];<a name="line.1066"></a>
<span class="sourceLineNo">1067</span> for (int i = 0; i &lt; x.length; i++)<a name="line.1067"></a>
<span class="sourceLineNo">1068</span> i64[i] = (long) x[i];<a name="line.1068"></a>
<span class="sourceLineNo">1069</span> return i64;<a name="line.1069"></a>
<span class="sourceLineNo">1070</span> case Dataset.FLOAT32:<a name="line.1070"></a>
<span class="sourceLineNo">1071</span> float[] f32 = new float[x.length];<a name="line.1071"></a>
<span class="sourceLineNo">1072</span> for (int i = 0; i &lt; x.length; i++)<a name="line.1072"></a>
<span class="sourceLineNo">1073</span> f32[i] = (float) x[i];<a name="line.1073"></a>
<span class="sourceLineNo">1074</span> return f32;<a name="line.1074"></a>
<span class="sourceLineNo">1075</span> case Dataset.FLOAT64:<a name="line.1075"></a>
<span class="sourceLineNo">1076</span> return x;<a name="line.1076"></a>
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<span class="sourceLineNo">1078</span> return null;<a name="line.1078"></a>
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<span class="sourceLineNo">1080</span><a name="line.1080"></a>
<span class="sourceLineNo">1081</span> /**<a name="line.1081"></a>
<span class="sourceLineNo">1082</span> * @param x<a name="line.1082"></a>
<span class="sourceLineNo">1083</span> * @param dtype<a name="line.1083"></a>
<span class="sourceLineNo">1084</span> * @return biggest native primitive if integer (should test for 64bit?)<a name="line.1084"></a>
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<span class="sourceLineNo">1086</span> public static Number fromDoubleToBiggestNumber(double x, int dtype) {<a name="line.1086"></a>
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<span class="sourceLineNo">1088</span> case Dataset.BOOL:<a name="line.1088"></a>
<span class="sourceLineNo">1089</span> case Dataset.INT8:<a name="line.1089"></a>
<span class="sourceLineNo">1090</span> case Dataset.INT16:<a name="line.1090"></a>
<span class="sourceLineNo">1091</span> case Dataset.INT32:<a name="line.1091"></a>
<span class="sourceLineNo">1092</span> return Integer.valueOf((int) (long) x);<a name="line.1092"></a>
<span class="sourceLineNo">1093</span> case Dataset.INT64:<a name="line.1093"></a>
<span class="sourceLineNo">1094</span> return Long.valueOf((long) x);<a name="line.1094"></a>
<span class="sourceLineNo">1095</span> case Dataset.FLOAT32:<a name="line.1095"></a>
<span class="sourceLineNo">1096</span> return Float.valueOf((float) x);<a name="line.1096"></a>
<span class="sourceLineNo">1097</span> case Dataset.FLOAT64:<a name="line.1097"></a>
<span class="sourceLineNo">1098</span> return Double.valueOf(x);<a name="line.1098"></a>
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<span class="sourceLineNo">1102</span><a name="line.1102"></a>
<span class="sourceLineNo">1103</span> /**<a name="line.1103"></a>
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<span class="sourceLineNo">1105</span> * @return length of object<a name="line.1105"></a>
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<span class="sourceLineNo">1107</span> public static final int getLength(final Object b) {<a name="line.1107"></a>
<span class="sourceLineNo">1108</span> if (b instanceof Number) {<a name="line.1108"></a>
<span class="sourceLineNo">1109</span> return 1;<a name="line.1109"></a>
<span class="sourceLineNo">1110</span> } else if (b instanceof Complex) {<a name="line.1110"></a>
<span class="sourceLineNo">1111</span> return 1;<a name="line.1111"></a>
<span class="sourceLineNo">1112</span> } else if (b instanceof List&lt;?&gt;) {<a name="line.1112"></a>
<span class="sourceLineNo">1113</span> List&lt;?&gt; jl = (List&lt;?&gt;) b;<a name="line.1113"></a>
<span class="sourceLineNo">1114</span> return jl.size();<a name="line.1114"></a>
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<span class="sourceLineNo">1116</span> return Array.getLength(b);<a name="line.1116"></a>
<span class="sourceLineNo">1117</span> } else if (b instanceof IDataset) {<a name="line.1117"></a>
<span class="sourceLineNo">1118</span> IDataset db = (Dataset) b;<a name="line.1118"></a>
<span class="sourceLineNo">1119</span> return db.getSize();<a name="line.1119"></a>
<span class="sourceLineNo">1120</span> }<a name="line.1120"></a>
<span class="sourceLineNo">1121</span> <a name="line.1121"></a>
<span class="sourceLineNo">1122</span> throw new IllegalArgumentException("Cannot find length as object not supported");<a name="line.1122"></a>
<span class="sourceLineNo">1123</span> }<a name="line.1123"></a>
<span class="sourceLineNo">1124</span><a name="line.1124"></a>
<span class="sourceLineNo">1125</span> /**<a name="line.1125"></a>
<span class="sourceLineNo">1126</span> * @param dtype<a name="line.1126"></a>
<span class="sourceLineNo">1127</span> * @return (boxed) class of constituent element<a name="line.1127"></a>
<span class="sourceLineNo">1128</span> */<a name="line.1128"></a>
<span class="sourceLineNo">1129</span> public static Class&lt;?&gt; getElementClass(final int dtype) {<a name="line.1129"></a>
<span class="sourceLineNo">1130</span> switch (dtype) {<a name="line.1130"></a>
<span class="sourceLineNo">1131</span> case Dataset.BOOL:<a name="line.1131"></a>
<span class="sourceLineNo">1132</span> return Boolean.class;<a name="line.1132"></a>
<span class="sourceLineNo">1133</span> case Dataset.INT8:<a name="line.1133"></a>
<span class="sourceLineNo">1134</span> case Dataset.ARRAYINT8:<a name="line.1134"></a>
<span class="sourceLineNo">1135</span> return Byte.class;<a name="line.1135"></a>
<span class="sourceLineNo">1136</span> case Dataset.INT16:<a name="line.1136"></a>
<span class="sourceLineNo">1137</span> case Dataset.ARRAYINT16:<a name="line.1137"></a>
<span class="sourceLineNo">1138</span> case Dataset.RGB:<a name="line.1138"></a>
<span class="sourceLineNo">1139</span> return Short.class;<a name="line.1139"></a>
<span class="sourceLineNo">1140</span> case Dataset.INT32:<a name="line.1140"></a>
<span class="sourceLineNo">1141</span> case Dataset.ARRAYINT32:<a name="line.1141"></a>
<span class="sourceLineNo">1142</span> return Integer.class;<a name="line.1142"></a>
<span class="sourceLineNo">1143</span> case Dataset.INT64:<a name="line.1143"></a>
<span class="sourceLineNo">1144</span> case Dataset.ARRAYINT64:<a name="line.1144"></a>
<span class="sourceLineNo">1145</span> return Long.class;<a name="line.1145"></a>
<span class="sourceLineNo">1146</span> case Dataset.FLOAT32:<a name="line.1146"></a>
<span class="sourceLineNo">1147</span> case Dataset.ARRAYFLOAT32:<a name="line.1147"></a>
<span class="sourceLineNo">1148</span> return Float.class;<a name="line.1148"></a>
<span class="sourceLineNo">1149</span> case Dataset.FLOAT64:<a name="line.1149"></a>
<span class="sourceLineNo">1150</span> case Dataset.ARRAYFLOAT64:<a name="line.1150"></a>
<span class="sourceLineNo">1151</span> return Double.class;<a name="line.1151"></a>
<span class="sourceLineNo">1152</span> case Dataset.COMPLEX64:<a name="line.1152"></a>
<span class="sourceLineNo">1153</span> return Float.class;<a name="line.1153"></a>
<span class="sourceLineNo">1154</span> case Dataset.COMPLEX128:<a name="line.1154"></a>
<span class="sourceLineNo">1155</span> return Double.class;<a name="line.1155"></a>
<span class="sourceLineNo">1156</span> case Dataset.STRING:<a name="line.1156"></a>
<span class="sourceLineNo">1157</span> return String.class;<a name="line.1157"></a>
<span class="sourceLineNo">1158</span> case Dataset.DATE:<a name="line.1158"></a>
<span class="sourceLineNo">1159</span> return Date.class;<a name="line.1159"></a>
<span class="sourceLineNo">1160</span> }<a name="line.1160"></a>
<span class="sourceLineNo">1161</span> return Object.class;<a name="line.1161"></a>
<span class="sourceLineNo">1162</span> }<a name="line.1162"></a>
<span class="sourceLineNo">1163</span><a name="line.1163"></a>
<span class="sourceLineNo">1164</span>}<a name="line.1164"></a>
</pre>
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