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| <div class="subTitle">org.apache.arrow.flatbuf</div> |
| <h2 title="Class SparseTensorIndexCSF" class="title">Class SparseTensorIndexCSF</h2> |
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| <li>com.google.flatbuffers.Table</li> |
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| <li>org.apache.arrow.flatbuf.SparseTensorIndexCSF</li> |
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| <pre>public final class <span class="typeNameLabel">SparseTensorIndexCSF</span> |
| extends com.google.flatbuffers.Table</pre> |
| <div class="block">Compressed Sparse Fiber (CSF) sparse tensor index.</div> |
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| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.Vector.html" title="class in org.apache.arrow.flatbuf">SparseTensorIndexCSF.Vector</a></span></code> </td> |
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| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#SparseTensorIndexCSF--">SparseTensorIndexCSF</a></span>()</code> </td> |
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| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html" title="class in org.apache.arrow.flatbuf">SparseTensorIndexCSF</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#Z:Z__assign-int-java.nio.ByteBuffer-">__assign</a></span>(int _i, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/nio/ByteBuffer.html?is-external=true" title="class or interface in java.nio">ByteBuffer</a> _bb)</code> </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#Z:Z__init-int-java.nio.ByteBuffer-">__init</a></span>(int _i, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/nio/ByteBuffer.html?is-external=true" title="class or interface in java.nio">ByteBuffer</a> _bb)</code> </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#addAxisOrder-com.google.flatbuffers.FlatBufferBuilder-int-">addAxisOrder</a></span>(com.google.flatbuffers.FlatBufferBuilder builder, |
| int axisOrderOffset)</code> </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#addIndicesBuffers-com.google.flatbuffers.FlatBufferBuilder-int-">addIndicesBuffers</a></span>(com.google.flatbuffers.FlatBufferBuilder builder, |
| int indicesBuffersOffset)</code> </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#addIndicesType-com.google.flatbuffers.FlatBufferBuilder-int-">addIndicesType</a></span>(com.google.flatbuffers.FlatBufferBuilder builder, |
| int indicesTypeOffset)</code> </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#addIndptrBuffers-com.google.flatbuffers.FlatBufferBuilder-int-">addIndptrBuffers</a></span>(com.google.flatbuffers.FlatBufferBuilder builder, |
| int indptrBuffersOffset)</code> </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#addIndptrType-com.google.flatbuffers.FlatBufferBuilder-int-">addIndptrType</a></span>(com.google.flatbuffers.FlatBufferBuilder builder, |
| int indptrTypeOffset)</code> </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#axisOrder-int-">axisOrder</a></span>(int j)</code> |
| <div class="block">axisOrder stores the sequence in which dimensions were traversed to |
| produce the prefix tree.</div> |
| </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/nio/ByteBuffer.html?is-external=true" title="class or interface in java.nio">ByteBuffer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#axisOrderAsByteBuffer--">axisOrderAsByteBuffer</a></span>()</code> </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/nio/ByteBuffer.html?is-external=true" title="class or interface in java.nio">ByteBuffer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#axisOrderInByteBuffer-java.nio.ByteBuffer-">axisOrderInByteBuffer</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/nio/ByteBuffer.html?is-external=true" title="class or interface in java.nio">ByteBuffer</a> _bb)</code> </td> |
| </tr> |
| <tr id="i10" class="altColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#axisOrderLength--">axisOrderLength</a></span>()</code> </td> |
| </tr> |
| <tr id="i11" class="rowColor"> |
| <td class="colFirst"><code>com.google.flatbuffers.IntVector</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#axisOrderVector--">axisOrderVector</a></span>()</code> </td> |
| </tr> |
| <tr id="i12" class="altColor"> |
| <td class="colFirst"><code>com.google.flatbuffers.IntVector</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#axisOrderVector-com.google.flatbuffers.IntVector-">axisOrderVector</a></span>(com.google.flatbuffers.IntVector obj)</code> </td> |
| </tr> |
| <tr id="i13" class="rowColor"> |
| <td class="colFirst"><code>static int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#createAxisOrderVector-com.google.flatbuffers.FlatBufferBuilder-int:A-">createAxisOrderVector</a></span>(com.google.flatbuffers.FlatBufferBuilder builder, |
| int[] data)</code> </td> |
| </tr> |
| <tr id="i14" class="altColor"> |
| <td class="colFirst"><code>static int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#createSparseTensorIndexCSF-com.google.flatbuffers.FlatBufferBuilder-int-int-int-int-int-">createSparseTensorIndexCSF</a></span>(com.google.flatbuffers.FlatBufferBuilder builder, |
| int indptrTypeOffset, |
| int indptrBuffersOffset, |
| int indicesTypeOffset, |
| int indicesBuffersOffset, |
| int axisOrderOffset)</code> </td> |
| </tr> |
| <tr id="i15" class="rowColor"> |
| <td class="colFirst"><code>static int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#endSparseTensorIndexCSF-com.google.flatbuffers.FlatBufferBuilder-">endSparseTensorIndexCSF</a></span>(com.google.flatbuffers.FlatBufferBuilder builder)</code> </td> |
| </tr> |
| <tr id="i16" class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html" title="class in org.apache.arrow.flatbuf">SparseTensorIndexCSF</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#getRootAsSparseTensorIndexCSF-java.nio.ByteBuffer-">getRootAsSparseTensorIndexCSF</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/nio/ByteBuffer.html?is-external=true" title="class or interface in java.nio">ByteBuffer</a> _bb)</code> </td> |
| </tr> |
| <tr id="i17" class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html" title="class in org.apache.arrow.flatbuf">SparseTensorIndexCSF</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#getRootAsSparseTensorIndexCSF-java.nio.ByteBuffer-org.apache.arrow.flatbuf.SparseTensorIndexCSF-">getRootAsSparseTensorIndexCSF</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/nio/ByteBuffer.html?is-external=true" title="class or interface in java.nio">ByteBuffer</a> _bb, |
| <a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html" title="class in org.apache.arrow.flatbuf">SparseTensorIndexCSF</a> obj)</code> </td> |
| </tr> |
| <tr id="i18" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Buffer.html" title="class in org.apache.arrow.flatbuf">Buffer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indicesBuffers-org.apache.arrow.flatbuf.Buffer-int-">indicesBuffers</a></span>(<a href="../../../../org/apache/arrow/flatbuf/Buffer.html" title="class in org.apache.arrow.flatbuf">Buffer</a> obj, |
| int j)</code> </td> |
| </tr> |
| <tr id="i19" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Buffer.html" title="class in org.apache.arrow.flatbuf">Buffer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indicesBuffers-int-">indicesBuffers</a></span>(int j)</code> |
| <div class="block">indicesBuffers stores values of nodes.</div> |
| </td> |
| </tr> |
| <tr id="i20" class="altColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indicesBuffersLength--">indicesBuffersLength</a></span>()</code> </td> |
| </tr> |
| <tr id="i21" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Buffer.Vector.html" title="class in org.apache.arrow.flatbuf">Buffer.Vector</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indicesBuffersVector--">indicesBuffersVector</a></span>()</code> </td> |
| </tr> |
| <tr id="i22" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Buffer.Vector.html" title="class in org.apache.arrow.flatbuf">Buffer.Vector</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indicesBuffersVector-org.apache.arrow.flatbuf.Buffer.Vector-">indicesBuffersVector</a></span>(<a href="../../../../org/apache/arrow/flatbuf/Buffer.Vector.html" title="class in org.apache.arrow.flatbuf">Buffer.Vector</a> obj)</code> </td> |
| </tr> |
| <tr id="i23" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Int.html" title="class in org.apache.arrow.flatbuf">Int</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indicesType--">indicesType</a></span>()</code> |
| <div class="block">The type of values in indicesBuffers</div> |
| </td> |
| </tr> |
| <tr id="i24" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Int.html" title="class in org.apache.arrow.flatbuf">Int</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indicesType-org.apache.arrow.flatbuf.Int-">indicesType</a></span>(<a href="../../../../org/apache/arrow/flatbuf/Int.html" title="class in org.apache.arrow.flatbuf">Int</a> obj)</code> </td> |
| </tr> |
| <tr id="i25" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Buffer.html" title="class in org.apache.arrow.flatbuf">Buffer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indptrBuffers-org.apache.arrow.flatbuf.Buffer-int-">indptrBuffers</a></span>(<a href="../../../../org/apache/arrow/flatbuf/Buffer.html" title="class in org.apache.arrow.flatbuf">Buffer</a> obj, |
| int j)</code> </td> |
| </tr> |
| <tr id="i26" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Buffer.html" title="class in org.apache.arrow.flatbuf">Buffer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indptrBuffers-int-">indptrBuffers</a></span>(int j)</code> |
| <div class="block">indptrBuffers stores the sparsity structure.</div> |
| </td> |
| </tr> |
| <tr id="i27" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indptrBuffersLength--">indptrBuffersLength</a></span>()</code> </td> |
| </tr> |
| <tr id="i28" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Buffer.Vector.html" title="class in org.apache.arrow.flatbuf">Buffer.Vector</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indptrBuffersVector--">indptrBuffersVector</a></span>()</code> </td> |
| </tr> |
| <tr id="i29" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Buffer.Vector.html" title="class in org.apache.arrow.flatbuf">Buffer.Vector</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indptrBuffersVector-org.apache.arrow.flatbuf.Buffer.Vector-">indptrBuffersVector</a></span>(<a href="../../../../org/apache/arrow/flatbuf/Buffer.Vector.html" title="class in org.apache.arrow.flatbuf">Buffer.Vector</a> obj)</code> </td> |
| </tr> |
| <tr id="i30" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../org/apache/arrow/flatbuf/Int.html" title="class in org.apache.arrow.flatbuf">Int</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/apache/arrow/flatbuf/SparseTensorIndexCSF.html#indptrType--">indptrType</a></span>()</code> |
| <div class="block">CSF is a generalization of compressed sparse row (CSR) index.</div> |
| </td> |
| </tr> |
| <tr id="i31" class="rowColor"> |
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| <div class="block">CSF is a generalization of compressed sparse row (CSR) index. |
| See [smith2017knl](http://shaden.io/pub-files/smith2017knl.pdf) |
| |
| CSF index recursively compresses each dimension of a tensor into a set |
| of prefix trees. Each path from a root to leaf forms one tensor |
| non-zero index. CSF is implemented with two arrays of buffers and one |
| arrays of integers. |
| |
| For example, let X be a 2x3x4x5 tensor and let it have the following |
| 8 non-zero values: |
| ```text |
| X[0, 0, 0, 1] := 1 |
| X[0, 0, 0, 2] := 2 |
| X[0, 1, 0, 0] := 3 |
| X[0, 1, 0, 2] := 4 |
| X[0, 1, 1, 0] := 5 |
| X[1, 1, 1, 0] := 6 |
| X[1, 1, 1, 1] := 7 |
| X[1, 1, 1, 2] := 8 |
| ``` |
| As a prefix tree this would be represented as: |
| ```text |
| 0 1 |
| / \ | |
| 0 1 1 |
| / / \ | |
| 0 0 1 1 |
| /| /| | /| | |
| 1 2 0 2 0 0 1 2 |
| ``` |
| The type of values in indptrBuffers</div> |
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| <pre>public <a href="../../../../org/apache/arrow/flatbuf/Buffer.html" title="class in org.apache.arrow.flatbuf">Buffer</a> indptrBuffers(int j)</pre> |
| <div class="block">indptrBuffers stores the sparsity structure. |
| Each two consecutive dimensions in a tensor correspond to a buffer in |
| indptrBuffers. A pair of consecutive values at `indptrBuffers[dim][i]` |
| and `indptrBuffers[dim][i + 1]` signify a range of nodes in |
| `indicesBuffers[dim + 1]` who are children of `indicesBuffers[dim][i]` node. |
| |
| For example, the indptrBuffers for the above X is: |
| ```text |
| indptrBuffer(X) = [ |
| [0, 2, 3], |
| [0, 1, 3, 4], |
| [0, 2, 4, 5, 8] |
| ]. |
| ```</div> |
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| <div class="block">The type of values in indicesBuffers</div> |
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| <div class="block">indicesBuffers stores values of nodes. |
| Each tensor dimension corresponds to a buffer in indicesBuffers. |
| For example, the indicesBuffers for the above X is: |
| ```text |
| indicesBuffer(X) = [ |
| [0, 1], |
| [0, 1, 1], |
| [0, 0, 1, 1], |
| [1, 2, 0, 2, 0, 0, 1, 2] |
| ]. |
| ```</div> |
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| <pre>public int axisOrder(int j)</pre> |
| <div class="block">axisOrder stores the sequence in which dimensions were traversed to |
| produce the prefix tree. |
| For example, the axisOrder for the above X is: |
| ```text |
| axisOrder(X) = [0, 1, 2, 3]. |
| ```</div> |
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| int indptrTypeOffset, |
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| int indicesTypeOffset, |
| int indicesBuffersOffset, |
| int axisOrderOffset)</pre> |
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| <pre>public static int endSparseTensorIndexCSF(com.google.flatbuffers.FlatBufferBuilder builder)</pre> |
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