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build.xml
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build.xml
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<project name="luceneutil-1.0" basedir="." default="build">
<property name="data.dir" value="${basedir}/../data"/>
<property name="tasks.dir" value="${basedir}/tasks"/>
<property name="lucene.checkout" value="${basedir}/../candidate"/>
<target name="build">
<mkdir dir="build"/>
<path id="build.classpath">
<pathelement location="build"/>
<fileset dir="${lucene.checkout}/lucene/core/build/libs/">
<include name="*.jar"/>
</fileset>
<fileset dir="${lucene.checkout}/lucene/join/build/libs/">
<include name="*.jar"/>
</fileset>
</path>
<javac srcdir="src/main"
destdir="build"
includes="knn/*.java,WikiVectors.java,perf/VectorDictionary.java"
classpathref="build.classpath"
includeantruntime="false"/>
<!-- run a test; we don't have any framework, just call a test method -->
<java className="WikiVectors" classpathref="build.classpath">
<arg value="--test"/>
</java>
</target>
<target name="extract-vector-tasks">
<copy file="${tasks.dir}/vector.tasks" tofile="${tasks.dir}/vector.task.txt">
<filterchain>
<tokenfilter>
<replaceregex pattern=".*//(.*) # .*" replace="\1"/>
</tokenfilter>
</filterchain>
</copy>
</target>
<target name="vectors300-tasks" depends="build,extract-vector-tasks">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="${data.dir}/glove.6B.300d.txt"/>
<arg value="${tasks.dir}/vector.task.txt"/>
<arg value="${tasks.dir}/vector-task-300d.vec"/>
</java>
</target>
<target name="vectors300-docs" depends="build">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="${data.dir}/glove.6B.300d.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-fixed-utf8-with-random-label.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-300d.vec"/>
</java>
</target>
<target name="vectors300-8bit-docs" depends="build">
<java className="WikiVectors" classpathref="build.classpath">
<!-- scale extrapolated from 100-dim by comparing 1/99%ile -->
<!--
1 Percentile = -0.16812261939048767
10 Percentile = -0.05280676484107971
50 Percentile = 0.0016044741496443748
90 Percentile = 0.052327241748571396
99 Percentile = 0.12062523514032364
100 Percentile = 0.500967800617218
average: -0.0013391887
stddev: 0.05804375
min .. max: -0.6463034 .. 0.5009678
-->
<arg value="-scale"/>
<arg value="256"/>
<arg value="${data.dir}/glove.6B.300d.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-fixed-utf8-with-random-label.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-300d-8bit.vec"/>
</java>
</target>
<target name="vectors300-8bit-tasks" depends="build">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="-scale"/>
<arg value="256"/>
<arg value="${data.dir}/glove.6B.300d.txt"/>
<arg value="${tasks.dir}/vector.task.txt"/>
<arg value="${tasks.dir}/vector-task-300d-8bit.vec"/>
</java>
</target>
<target name="vectors300" depends="vectors300-tasks,vectors300-docs,vectors300-8bit-docs,vectors300-8bit-tasks"/>
<target name="vectors100-tasks" depends="build,extract-vector-tasks">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="${data.dir}/glove.6B.100d.txt"/>
<arg value="${tasks.dir}/vector.task.txt"/>
<arg value="${tasks.dir}/vector-task-100d.vec"/>
</java>
</target>
<target name="vectors100-docs" depends="build">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="${data.dir}/glove.6B.100d.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-fixed-utf8-with-random-label.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-100d.vec"/>
</java>
</target>
<target name="vectors100-8bit-docs" depends="build">
<java className="WikiVectors" classpathref="build.classpath">
<!-- scale was determined empirically, testing recall -->
<!--
1 Percentile = -0.325579971075058
10 Percentile = -0.09507450535893414
50 Percentile = -0.00024916713300626725
90 Percentile = 0.10140283405780792
99 Percentile = 0.25520724058151245
100 Percentile = 0.5750676989555359
average: -0.0012661816
stddev: 0.10003442
min .. max: -0.7082266 .. 0.5750677
-->
<arg value="-scale"/>
<arg value="128"/>
<arg value="${data.dir}/glove.6B.100d.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-fixed-utf8-with-random-label.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-100d-8bit.vec"/>
</java>
</target>
<target name="vectors100-8bit-tasks" depends="build">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="-scale"/>
<arg value="256"/>
<arg value="${data.dir}/glove.6B.100d.txt"/>
<arg value="${tasks.dir}/vector.task.txt"/>
<arg value="${tasks.dir}/vector-task-100d-8bit.vec"/>
</java>
</target>
<!-- don't scale the task data here; we'll do it later after summing vectors for each term -->
<target name="vectors100" depends="vectors100-tasks,vectors100-docs,vectors100-8bit-docs,vectors100-8bit-tasks"/>
<!-- 384-dim vectors trained using all-MiniLM-L6-v2 from https://www.sbert.net/ -->
<target name="vectors-minilm-tasks" depends="build,extract-vector-tasks">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="${data.dir}/../data/enwiki-20120502-minilm.tok"/>
<arg value="${data.dir}/../data/enwiki-20120502-minilm.vec"/>
<arg value="384"/>
<arg value="${tasks.dir}/vector.task.txt"/>
<arg value="${tasks.dir}/vector-task-minilm.vec"/>
</java>
</target>
<target name="vectors-minilm-docs" depends="build">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="${data.dir}/../data/enwiki-20120502-minilm.tok"/>
<arg value="${data.dir}/../data/enwiki-20120502-minilm.vec"/>
<arg value="384"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-fixed-utf8-with-random-label.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-minilm.vec"/>
</java>
</target>
<target name="vectors-minilm-8bit-docs" depends="build">
<!--
1 Percentile = -0.11017321050167084
10 Percentile = -0.05411912873387337
50 Percentile = -7.801504744490034e-33
90 Percentile = 0.05798458680510521
99 Percentile = 0.1421949714422226
100 Percentile = 0.4781419634819031
average: 0.0022993074
stddev: 0.05091949
min .. max: -0.2604693 .. 0.47814196
-->
<java className="WikiVectors" classpathref="build.classpath" fork="true">
<arg value="-scale"/>
<arg value="256"/>
<arg value="${data.dir}/enwiki-20120502-minilm.tok"/>
<arg value="${data.dir}/enwiki-20120502-minilm.vec"/>
<arg value="384"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-fixed-utf8-with-random-label.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-minilm-8bit.vec"/>
</java>
</target>
<target name="vectors-minilm-8bit-tasks" depends="build">
<java className="WikiVectors" classpathref="build.classpath" fork="true">
<arg value="-scale"/>
<arg value="256"/>
<arg value="${data.dir}/enwiki-20120502-minilm.tok"/>
<arg value="${data.dir}/enwiki-20120502-minilm.vec"/>
<arg value="384"/>
<arg value="${tasks.dir}/vector.task.txt"/>
<arg value="${tasks.dir}/vector-task-minilm-8bit.vec"/>
</java>
</target>
<!-- 768-dim vectors trained using mpnet from https://www.sbert.net/ -->
<target name="vectors-mpnet-tasks" depends="build,extract-vector-tasks">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="${data.dir}/../data/enwiki-20120502-mpnet.tok"/>
<arg value="${data.dir}/../data/enwiki-20120502-mpnet.vec"/>
<arg value="768"/>
<arg value="${tasks.dir}/vector.task.txt"/>
<arg value="${tasks.dir}/vector-task-mpnet.vec"/>
</java>
</target>
<target name="vectors-mpnet-docs" depends="build">
<java className="WikiVectors" classpathref="build.classpath">
<arg value="${data.dir}/../data/enwiki-20120502-mpnet.tok"/>
<arg value="${data.dir}/../data/enwiki-20120502-mpnet.vec"/>
<arg value="768"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-fixed-utf8-with-random-label.txt"/>
<arg value="${data.dir}/enwiki-20120502-lines-1k-mpnet.vec"/>
</java>
</target>
</project>