This is the core Go component of the DataSketches library. It contains some of the sketching algorithms and can be accessed directly from user applications.
Note that we have a parallel core component for C++, Java and Python implementations of the same sketch algorithms, datasketches-cpp and datasketches-java.
Please visit the main DataSketches website for more information.
If you are interested in making contributions to this site please see our Community page for how to contact us.
| Type | Implementation | Status |
|---|---|---|
| Cardinality | ||
| CpcSketch | ❌ | |
| HllSketch | ⚠️ | |
| ThetaSketch | ❌ | |
| TupleSketch | ❌ | |
| Quantiles | ||
| CormodeDoublesSketch | ❌ | |
| CormodeItemsSketch | ❌ | |
| KllDoublesSketch | ❌ | |
| KllFloatsSketch | ❌ | |
| KllSketch | ❌ | |
| ReqFloatsSketch | ❌ | |
| Frequencies | ️ | |
| LongsSketch | ⚠️ | |
| ItemsSketch | ⚠️ | |
| Sampling | ||
| ReservoirLongsSketch | ❌ | |
| ReserviorItemsSketch | ❌ | |
| VarOptItemsSketch | ❌ |
| Type | Interface Name | Status |
|---|---|---|
| Cardinality/FM85 | UniqueCountMap | ❌ |
| Cardinality/Tuple | FdtSketch | ❌ |
| FdtSketch | ❌ | |
| ArrayOfDoublesSketch | ❌ | |
| DoubleSketch | ❌ | |
| IntegerSketch | ❌ | |
| ArrayOfStringsSketch | ❌ | |
| EngagementTest3 | ❌ |
❌ = Not yet implemented
⚠️ = Implemented but not officially released
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This code requires Go 1.21