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| <head> |
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| <body> |
| <h1>Sketching Core Library</h1> |
| <h2>Overview</h2> |
| |
| <p>The Sketching Core Library provides a range of stochastic streaming algorithms and closely |
| related java technologies that are particularly useful when integrating this technology into |
| systems that must deal with massive data. Click on the package links below for the package |
| introduction and APIs. |
| </p> |
| |
| <p>This library is divided into packages that constitute distinct groups of functionality:</p> |
| |
| <ul> |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/cpc/package-summary.html">CPC - Compressed Probabilistic Counting</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/fdt/package-summary.html">FDT - Frequent Distinct Tuples</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/frequencies/package-summary.html">Frequencies Frequent Items- </a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/hash/package-summary.html">Hash - Common Hash Functions</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/hll/package-summary.html">HLL - HyperLogLog</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/hllmap/package-summary.html">HLLMap - HLL Map</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/kll/package-summary.html">KLL - High Performance Karnin, Lang, Liberty Quantiles</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/quantiles/package-summary.html">Quantiles - Quantiles</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/sampling/package-summary.html">Sampling - Weighted and Unweighted Reservoirs</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/theta/package-summary.html">Theta - The Theta Family </a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/tuple/package-summary.html">Tuple - The Base Tuple Family</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/tuple/adouble/package-summary.html">Tuple/adouble - Example Implementation with a single double</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/tuple/aninteger/package-summary.html">Tuple/aninteger - Example Implementation with a single integer</a></b> |
| </li> |
| |
| <li><b><a href="https://datasketches.apache.org/api/java/snapshot/apidocs/org/apache/datasketches/tuple/strings/package-summary.html">Tuple/strings - Example Implementation with an array of Strings</a></b> |
| </li> |
| |
| </ul> |
| Note: In general, if the requirements or promises of any method's contract are not fulfilled |
| (that is, if there is a bug in either the method or its caller), |
| then an unchecked exception will be thrown. |
| The precise type of such an unchecked exception does not form part of any method's contract. |
| </body> |
| </html> |
