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Revert "add uniqThetaSketch"
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alexey-milovidov
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2
contrib/datasketches-cpp
vendored
2
contrib/datasketches-cpp
vendored
@ -1 +1 @@
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Subproject commit 45885c0c8c0807bb9480886d60ca7042000a4c43
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Subproject commit f915d35b2de676683493c86c585141a1e1c83334
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@ -312,8 +312,6 @@ function run_tests
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01533_collate_in_nullable
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01542_collate_in_array
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01543_collate_in_tuple
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01798_uniq_theta_sketch
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01799_long_uniq_theta_sketch
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_orc_
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arrow
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avro
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@ -38,4 +38,3 @@ We recommend using this function in almost all scenarios.
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- [uniqCombined64](../../../sql-reference/aggregate-functions/reference/uniqcombined64.md#agg_function-uniqcombined64)
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- [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniqhll12.md#agg_function-uniqhll12)
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- [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
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- [uniqThetaSketch](../../../sql-reference/aggregate-functions/reference/uniqthetasketch.md#agg_function-uniqthetasketch)
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@ -49,4 +49,3 @@ Compared to the [uniq](../../../sql-reference/aggregate-functions/reference/uniq
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- [uniqCombined64](../../../sql-reference/aggregate-functions/reference/uniqcombined64.md#agg_function-uniqcombined64)
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- [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniqhll12.md#agg_function-uniqhll12)
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- [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
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- [uniqThetaSketch](../../../sql-reference/aggregate-functions/reference/uniqthetasketch.md#agg_function-uniqthetasketch)
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@ -23,4 +23,3 @@ The function takes a variable number of parameters. Parameters can be `Tuple`, `
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- [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq)
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- [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniqcombined)
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- [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniqhll12)
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- [uniqThetaSketch](../../../sql-reference/aggregate-functions/reference/uniqthetasketch.md#agg_function-uniqthetasketch)
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@ -37,4 +37,3 @@ We don’t recommend using this function. In most cases, use the [uniq](../../..
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- [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq)
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- [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniqcombined.md#agg_function-uniqcombined)
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- [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
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- [uniqThetaSketch](../../../sql-reference/aggregate-functions/reference/uniqthetasketch.md#agg_function-uniqthetasketch)
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@ -1,39 +0,0 @@
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---
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toc_priority: 195
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---
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# uniqThetaSketch {#agg_function-uniqthetasketch}
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Calculates the approximate number of different argument values, using the [Theta Sketch Framework](https://datasketches.apache.org/docs/Theta/ThetaSketchFramework.html).
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``` sql
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uniqThetaSketch(x[, ...])
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```
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**Arguments**
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The function takes a variable number of parameters. Parameters can be `Tuple`, `Array`, `Date`, `DateTime`, `String`, or numeric types.
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**Returned value**
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- A [UInt64](../../../sql-reference/data-types/int-uint.md)-type number.
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**Implementation details**
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Function:
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- Calculates a hash for all parameters in the aggregate, then uses it in calculations.
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- Uses the [KMV](https://datasketches.apache.org/docs/Theta/InverseEstimate.html) algorithm to approximate the number of different argument values.
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4096(2^12) 64-bit sketch are used. The size of the state is about 41 KB.
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- The relative error is 3.125% (95% confidence), see the [relative error table](https://datasketches.apache.org/docs/Theta/ThetaErrorTable.html) for detail.
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**See Also**
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- [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq)
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- [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniqcombined.md#agg_function-uniqcombined)
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- [uniqCombined64](../../../sql-reference/aggregate-functions/reference/uniqcombined64.md#agg_function-uniqcombined64)
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- [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniqhll12.md#agg_function-uniqhll12)
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- [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
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@ -132,12 +132,6 @@ void registerAggregateFunctionsUniq(AggregateFunctionFactory & factory)
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factory.registerFunction("uniqExact",
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{createAggregateFunctionUniq<true, AggregateFunctionUniqExactData, AggregateFunctionUniqExactData<String>>, properties});
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#if USE_DATASKETCHES
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factory.registerFunction("uniqThetaSketch",
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{createAggregateFunctionUniq<AggregateFunctionUniqThetaSketchData, AggregateFunctionUniqThetaSketchData>, properties});
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#endif
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}
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}
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@ -22,7 +22,6 @@
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#include <AggregateFunctions/UniquesHashSet.h>
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#include <AggregateFunctions/IAggregateFunction.h>
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#include <AggregateFunctions/ThetaSketchData.h>
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#include <AggregateFunctions/UniqVariadicHash.h>
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@ -125,19 +124,6 @@ struct AggregateFunctionUniqExactData<String>
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};
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/// uniqThetaSketch
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#if USE_DATASKETCHES
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struct AggregateFunctionUniqThetaSketchData
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{
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using Set = ThetaSketchData<UInt64>;
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Set set;
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static String getName() { return "uniqThetaSketch"; }
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};
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#endif
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namespace detail
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{
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@ -203,12 +189,6 @@ struct OneAdder
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data.set.insert(key);
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}
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}
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#if USE_DATASKETCHES
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else if constexpr (std::is_same_v<Data, AggregateFunctionUniqThetaSketchData>)
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{
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data.set.insertOriginal(column.getDataAt(row_num));
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}
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#endif
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}
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};
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@ -1,119 +0,0 @@
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#pragma once
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#if !defined(ARCADIA_BUILD)
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# include <Common/config.h>
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#endif
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#if USE_DATASKETCHES
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#include <boost/noncopyable.hpp>
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#include <memory>
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#include <theta_sketch.hpp> // Y_IGNORE
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#include <theta_union.hpp> // Y_IGNORE
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namespace DB
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{
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template <typename Key>
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class ThetaSketchData : private boost::noncopyable
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{
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private:
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std::unique_ptr<datasketches::update_theta_sketch> sk_update;
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std::unique_ptr<datasketches::theta_union> sk_union;
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inline datasketches::update_theta_sketch * getSkUpdate()
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{
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if (!sk_update)
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sk_update = std::make_unique<datasketches::update_theta_sketch>(datasketches::update_theta_sketch::builder().build());
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return sk_update.get();
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}
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inline datasketches::theta_union * getSkUnion()
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{
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if (!sk_union)
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sk_union = std::make_unique<datasketches::theta_union>(datasketches::theta_union::builder().build());
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return sk_union.get();
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}
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public:
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using value_type = Key;
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ThetaSketchData() = default;
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~ThetaSketchData() = default;
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/// Insert original value without hash, as `datasketches::update_theta_sketch.update` will do the hash internal.
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void insertOriginal(const StringRef & value)
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{
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getSkUpdate()->update(value.data, value.size);
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}
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/// Note that `datasketches::update_theta_sketch.update` will do the hash again.
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void insert(Key value)
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{
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getSkUpdate()->update(value);
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}
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UInt64 size() const
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{
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if (sk_union)
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return static_cast<UInt64>(sk_union->get_result().get_estimate());
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else if (sk_update)
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return static_cast<UInt64>(sk_update->get_estimate());
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else
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return 0;
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}
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void merge(const ThetaSketchData & rhs)
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{
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datasketches::theta_union * u = getSkUnion();
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if (sk_update)
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{
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u->update(*sk_update);
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sk_update.reset(nullptr);
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}
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if (rhs.sk_update)
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u->update(*rhs.sk_update);
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else if (rhs.sk_union)
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u->update(rhs.sk_union->get_result());
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}
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/// You can only call for an empty object.
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void read(DB::ReadBuffer & in)
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{
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datasketches::compact_theta_sketch::vector_bytes bytes;
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readVectorBinary(bytes, in);
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if (!bytes.empty())
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{
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auto sk = datasketches::compact_theta_sketch::deserialize(bytes.data(), bytes.size());
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getSkUnion()->update(sk);
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}
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}
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void write(DB::WriteBuffer & out) const
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{
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if (sk_update)
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{
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auto bytes = sk_update->compact().serialize();
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writeVectorBinary(bytes, out);
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}
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else if (sk_union)
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{
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auto bytes = sk_union->get_result().serialize();
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writeVectorBinary(bytes, out);
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}
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else
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{
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datasketches::compact_theta_sketch::vector_bytes bytes;
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writeVectorBinary(bytes, out);
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}
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}
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};
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}
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#endif
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@ -15,4 +15,3 @@
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#cmakedefine01 USE_GRPC
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#cmakedefine01 USE_STATS
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#cmakedefine01 CLICKHOUSE_SPLIT_BINARY
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#cmakedefine01 USE_DATASKETCHES
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@ -12,8 +12,7 @@ namespace DB
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static bool isUniq(const ASTFunction & func)
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{
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return func.name == "uniq" || func.name == "uniqExact" || func.name == "uniqHLL12"
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|| func.name == "uniqCombined" || func.name == "uniqCombined64"
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|| func.name == "uniqThetaSketch";
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|| func.name == "uniqCombined" || func.name == "uniqCombined64";
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}
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/// Remove injective functions of one argument: replace with a child
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@ -1,230 +0,0 @@
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uniqThetaSketch many agrs
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10 10 100 100 1000 1000
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17 10 10 100 100 610 610 766
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52 10 10 100 100 608 608 766
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5 10 10 100 100 608 608 765
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9 10 10 100 100 608 608 765
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13 10 10 100 100 607 607 765
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46 10 10 100 100 607 607 765
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48 10 10 100 100 609 609 765
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50 10 10 100 100 608 608 765
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54 10 10 100 100 609 609 765
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56 10 10 100 100 608 608 765
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uniqThetaSketch distinct
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123
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143
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uniqThetaSketch arrays
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2
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3
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3
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uniqThetaSketch complex types
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3
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3
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3
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3
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3
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3
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3
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3
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3
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uniqThetaSketch decimals
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(0,0,0)
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(101,101,101)
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uniqThetaSketch remove injective
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SELECT uniqThetaSketch(x)
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(x + y)
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FROM
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(
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SELECT
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number % 2 AS x,
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number % 3 AS y
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(x)
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(x)
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(x)
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(x)
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(x)
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(x + y)
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FROM
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(
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SELECT
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number % 2 AS x,
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number % 3 AS y
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(-x)
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(bitNot(x))
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(bitNot(-x))
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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SELECT uniqThetaSketch(-bitNot(-x))
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FROM
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(
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SELECT number % 2 AS x
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FROM numbers(10)
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)
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1000 1000
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||||
2014-06-01 1000 1000
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1000 1000
|
||||
2014-06-01 1000 1000
|
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2014-06-01 0 0 7 7
|
||||
2014-06-01 0 1 7 7
|
||||
2014-06-01 0 2 7 7
|
||||
2014-06-01 0 3 7 7
|
||||
2014-06-01 0 4 7 7
|
||||
2014-06-01 0 5 7 7
|
||||
2014-06-01 0 6 7 7
|
||||
2014-06-01 0 7 7 7
|
||||
2014-06-01 0 8 7 7
|
||||
2014-06-01 0 9 7 7
|
||||
2014-06-01 1 10 7 7
|
||||
2014-06-01 1 11 7 7
|
||||
2014-06-01 1 12 7 7
|
||||
2014-06-01 1 13 7 7
|
||||
2014-06-01 1 14 7 7
|
||||
2014-06-01 1 15 7 7
|
||||
2014-06-01 1 16 7 7
|
||||
2014-06-01 1 17 7 7
|
||||
2014-06-01 1 18 7 7
|
||||
2014-06-01 1 19 7 7
|
||||
2014-06-01 2 20 7 7
|
||||
2014-06-01 2 21 7 7
|
||||
2014-06-01 2 22 7 7
|
||||
2014-06-01 2 23 7 7
|
||||
2014-06-01 2 24 7 7
|
||||
2014-06-01 2 25 7 7
|
||||
2014-06-01 2 26 7 7
|
||||
2014-06-01 2 27 7 7
|
||||
2014-06-01 2 28 7 7
|
||||
2014-06-01 2 29 7 7
|
||||
2014-06-01 3 30 7 7
|
||||
2014-06-01 3 31 7 7
|
||||
2014-06-01 3 32 7 7
|
||||
2014-06-01 3 33 7 7
|
||||
2014-06-01 3 34 7 7
|
||||
2014-06-01 3 35 7 7
|
||||
2014-06-01 3 36 7 7
|
||||
2014-06-01 3 37 7 7
|
||||
2014-06-01 3 38 7 7
|
||||
2014-06-01 3 39 7 7
|
||||
2014-06-01 4 40 7 7
|
||||
2014-06-01 4 41 7 7
|
||||
2014-06-01 4 42 7 7
|
||||
2014-06-01 4 43 7 7
|
||||
2014-06-01 4 44 7 7
|
||||
2014-06-01 4 45 7 7
|
||||
2014-06-01 4 46 7 7
|
||||
2014-06-01 4 47 7 7
|
||||
2014-06-01 4 48 7 7
|
||||
2014-06-01 4 49 7 7
|
||||
2014-06-01 5 50 7 7
|
||||
2014-06-01 5 51 7 7
|
||||
2014-06-01 5 52 7 7
|
||||
2014-06-01 5 53 7 7
|
||||
2014-06-01 5 54 7 7
|
||||
2014-06-01 5 55 7 7
|
||||
2014-06-01 5 56 7 7
|
||||
2014-06-01 5 57 7 7
|
||||
2014-06-01 5 58 7 7
|
||||
2014-06-01 5 59 7 7
|
||||
2014-06-01 6 60 7 7
|
||||
2014-06-01 6 61 7 7
|
||||
2014-06-01 6 62 7 7
|
||||
2014-06-01 6 63 7 7
|
||||
2014-06-01 6 64 7 7
|
||||
2014-06-01 6 65 7 7
|
||||
2014-06-01 6 66 7 7
|
||||
2014-06-01 6 67 7 7
|
||||
2014-06-01 6 68 7 7
|
||||
2014-06-01 6 69 7 7
|
||||
2014-06-01 7 70 7 7
|
||||
2014-06-01 7 71 7 7
|
||||
2014-06-01 7 72 7 7
|
||||
2014-06-01 7 73 7 7
|
||||
2014-06-01 7 74 7 7
|
||||
2014-06-01 7 75 7 7
|
||||
2014-06-01 7 76 7 7
|
||||
2014-06-01 7 77 7 7
|
||||
2014-06-01 7 78 7 7
|
||||
2014-06-01 7 79 7 7
|
||||
2014-06-01 8 80 7 7
|
||||
2014-06-01 8 81 7 7
|
||||
2014-06-01 8 82 7 7
|
||||
2014-06-01 8 83 7 7
|
||||
2014-06-01 8 84 7 7
|
||||
2014-06-01 8 85 7 7
|
||||
2014-06-01 8 86 7 7
|
||||
2014-06-01 8 87 7 7
|
||||
2014-06-01 8 88 7 7
|
||||
2014-06-01 8 89 7 7
|
||||
2014-06-01 9 90 7 7
|
||||
2014-06-01 9 91 7 7
|
||||
2014-06-01 9 92 7 7
|
||||
2014-06-01 9 93 7 7
|
||||
2014-06-01 9 94 7 7
|
||||
2014-06-01 9 95 7 7
|
||||
2014-06-01 9 96 7 7
|
||||
2014-06-01 9 97 7 7
|
||||
2014-06-01 9 98 7 7
|
||||
2014-06-01 9 99 7 7
|
||||
2014-06-01 0 7 7
|
||||
2014-06-01 1 7 7
|
||||
2014-06-01 2 7 7
|
||||
2014-06-01 3 7 7
|
||||
2014-06-01 4 7 7
|
||||
2014-06-01 5 7 7
|
||||
2014-06-01 6 7 7
|
||||
2014-06-01 7 7 7
|
||||
2014-06-01 8 7 7
|
||||
2014-06-01 9 7 7
|
||||
2014-06-01 7 7
|
||||
0 333333 53 53
|
||||
1 333333 53 53
|
||||
2 333333 53 53
|
||||
0 333333 53 53
|
||||
1 333333 53 53
|
||||
2 333333 53 53
|
||||
@ -1,211 +0,0 @@
|
||||
SELECT 'uniqThetaSketch many agrs';
|
||||
|
||||
SELECT
|
||||
uniqThetaSketch(x), uniqThetaSketch((x)), uniqThetaSketch(x, y), uniqThetaSketch((x, y)), uniqThetaSketch(x, y, z), uniqThetaSketch((x, y, z))
|
||||
FROM
|
||||
(
|
||||
SELECT
|
||||
number % 10 AS x,
|
||||
intDiv(number, 10) % 10 AS y,
|
||||
toString(intDiv(number, 100) % 10) AS z
|
||||
FROM system.numbers LIMIT 1000
|
||||
);
|
||||
|
||||
|
||||
SELECT k,
|
||||
uniqThetaSketch(x), uniqThetaSketch((x)), uniqThetaSketch(x, y), uniqThetaSketch((x, y)), uniqThetaSketch(x, y, z), uniqThetaSketch((x, y, z)),
|
||||
count() AS c
|
||||
FROM
|
||||
(
|
||||
SELECT
|
||||
(number + 0x8ffcbd8257219a26) * 0x66bb3430c06d2353 % 131 AS k,
|
||||
number % 10 AS x,
|
||||
intDiv(number, 10) % 10 AS y,
|
||||
toString(intDiv(number, 100) % 10) AS z
|
||||
FROM system.numbers LIMIT 100000
|
||||
)
|
||||
GROUP BY k
|
||||
ORDER BY c DESC, k ASC
|
||||
LIMIT 10;
|
||||
|
||||
|
||||
SELECT 'uniqThetaSketch distinct';
|
||||
|
||||
SET count_distinct_implementation = 'uniqThetaSketch';
|
||||
SELECT count(DISTINCT x) FROM (SELECT number % 123 AS x FROM system.numbers LIMIT 1000);
|
||||
SELECT count(DISTINCT x, y) FROM (SELECT number % 11 AS x, number % 13 AS y FROM system.numbers LIMIT 1000);
|
||||
|
||||
|
||||
SELECT 'uniqThetaSketch arrays';
|
||||
|
||||
SELECT uniqThetaSketchArray([0, 1, 1], [0, 1, 1], [0, 1, 1]);
|
||||
SELECT uniqThetaSketchArray([0, 1, 1], [0, 1, 1], [0, 1, 0]);
|
||||
SELECT uniqThetaSketch(x) FROM (SELECT arrayJoin([[1, 2], [1, 2], [1, 2, 3], []]) AS x);
|
||||
|
||||
|
||||
SELECT 'uniqThetaSketch complex types';
|
||||
|
||||
SELECT uniqThetaSketch(x) FROM (SELECT arrayJoin([[], ['a'], ['a', 'b'], []]) AS x);
|
||||
SELECT uniqThetaSketch(x) FROM (SELECT arrayJoin([[[]], [['a', 'b']], [['a'], ['b']], [['a', 'b']]]) AS x);
|
||||
SELECT uniqThetaSketch(x, x) FROM (SELECT arrayJoin([[], ['a'], ['a', 'b'], []]) AS x);
|
||||
SELECT uniqThetaSketch(x, arrayMap(elem -> [elem, elem], x)) FROM (SELECT arrayJoin([[], ['a'], ['a', 'b'], []]) AS x);
|
||||
SELECT uniqThetaSketch(x, toString(x)) FROM (SELECT arrayJoin([[], ['a'], ['a', 'b'], []]) AS x);
|
||||
SELECT uniqThetaSketch((x, x)) FROM (SELECT arrayJoin([[], ['a'], ['a', 'b'], []]) AS x);
|
||||
SELECT uniqThetaSketch((x, arrayMap(elem -> [elem, elem], x))) FROM (SELECT arrayJoin([[], ['a'], ['a', 'b'], []]) AS x);
|
||||
SELECT uniqThetaSketch((x, toString(x))) FROM (SELECT arrayJoin([[], ['a'], ['a', 'b'], []]) AS x);
|
||||
SELECT uniqThetaSketch(x) FROM (SELECT arrayJoin([[], ['a'], ['a', NULL, 'b'], []]) AS x);
|
||||
|
||||
|
||||
SELECT 'uniqThetaSketch decimals';
|
||||
|
||||
DROP TABLE IF EXISTS decimal;
|
||||
CREATE TABLE decimal
|
||||
(
|
||||
a Decimal32(4),
|
||||
b Decimal64(8),
|
||||
c Decimal128(8)
|
||||
) ENGINE = Memory;
|
||||
|
||||
SELECT (uniqThetaSketch(a), uniqThetaSketch(b), uniqThetaSketch(c))
|
||||
FROM (SELECT * FROM decimal ORDER BY a);
|
||||
|
||||
INSERT INTO decimal (a, b, c)
|
||||
SELECT toDecimal32(number - 50, 4), toDecimal64(number - 50, 8) / 3, toDecimal128(number - 50, 8) / 5
|
||||
FROM system.numbers LIMIT 101;
|
||||
|
||||
SELECT (uniqThetaSketch(a), uniqThetaSketch(b), uniqThetaSketch(c))
|
||||
FROM (SELECT * FROM decimal ORDER BY a);
|
||||
|
||||
DROP TABLE decimal;
|
||||
|
||||
|
||||
SELECT 'uniqThetaSketch remove injective';
|
||||
|
||||
set optimize_injective_functions_inside_uniq = 1;
|
||||
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(x) from (select number % 2 as x from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(x + y) from (select number % 2 as x, number % 3 y from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(-x) from (select number % 2 as x from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(bitNot(x)) from (select number % 2 as x from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(bitNot(-x)) from (select number % 2 as x from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(-bitNot(-x)) from (select number % 2 as x from numbers(10));
|
||||
|
||||
set optimize_injective_functions_inside_uniq = 0;
|
||||
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(x) from (select number % 2 as x from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(x + y) from (select number % 2 as x, number % 3 y from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(-x) from (select number % 2 as x from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(bitNot(x)) from (select number % 2 as x from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(bitNot(-x)) from (select number % 2 as x from numbers(10));
|
||||
EXPLAIN SYNTAX select uniqThetaSketch(-bitNot(-x)) from (select number % 2 as x from numbers(10));
|
||||
|
||||
|
||||
DROP TABLE IF EXISTS stored_aggregates;
|
||||
|
||||
-- simple
|
||||
CREATE TABLE stored_aggregates
|
||||
(
|
||||
d Date,
|
||||
Uniq AggregateFunction(uniq, UInt64),
|
||||
UniqThetaSketch AggregateFunction(uniqThetaSketch, UInt64)
|
||||
)
|
||||
ENGINE = AggregatingMergeTree(d, d, 8192);
|
||||
|
||||
INSERT INTO stored_aggregates
|
||||
SELECT
|
||||
toDate('2014-06-01') AS d,
|
||||
uniqState(number) AS Uniq,
|
||||
uniqThetaSketchState(number) AS UniqThetaSketch
|
||||
FROM
|
||||
(
|
||||
SELECT * FROM system.numbers LIMIT 1000
|
||||
);
|
||||
|
||||
SELECT uniqMerge(Uniq), uniqThetaSketchMerge(UniqThetaSketch) FROM stored_aggregates;
|
||||
|
||||
SELECT d, uniqMerge(Uniq), uniqThetaSketchMerge(UniqThetaSketch) FROM stored_aggregates GROUP BY d ORDER BY d;
|
||||
|
||||
OPTIMIZE TABLE stored_aggregates;
|
||||
|
||||
SELECT uniqMerge(Uniq), uniqThetaSketchMerge(UniqThetaSketch) FROM stored_aggregates;
|
||||
|
||||
SELECT d, uniqMerge(Uniq), uniqThetaSketchMerge(UniqThetaSketch) FROM stored_aggregates GROUP BY d ORDER BY d;
|
||||
|
||||
DROP TABLE stored_aggregates;
|
||||
|
||||
-- complex
|
||||
CREATE TABLE stored_aggregates
|
||||
(
|
||||
d Date,
|
||||
k1 UInt64,
|
||||
k2 String,
|
||||
Uniq AggregateFunction(uniq, UInt64),
|
||||
UniqThetaSketch AggregateFunction(uniqThetaSketch, UInt64)
|
||||
)
|
||||
ENGINE = AggregatingMergeTree(d, (d, k1, k2), 8192);
|
||||
|
||||
INSERT INTO stored_aggregates
|
||||
SELECT
|
||||
toDate('2014-06-01') AS d,
|
||||
intDiv(number, 100) AS k1,
|
||||
toString(intDiv(number, 10)) AS k2,
|
||||
uniqState(toUInt64(number % 7)) AS Uniq,
|
||||
uniqThetaSketchState(toUInt64(number % 7)) AS UniqThetaSketch
|
||||
FROM
|
||||
(
|
||||
SELECT * FROM system.numbers LIMIT 1000
|
||||
)
|
||||
GROUP BY d, k1, k2
|
||||
ORDER BY d, k1, k2;
|
||||
|
||||
SELECT d, k1, k2,
|
||||
uniqMerge(Uniq), uniqThetaSketchMerge(UniqThetaSketch)
|
||||
FROM stored_aggregates
|
||||
GROUP BY d, k1, k2
|
||||
ORDER BY d, k1, k2;
|
||||
|
||||
SELECT d, k1,
|
||||
uniqMerge(Uniq), uniqThetaSketchMerge(UniqThetaSketch)
|
||||
FROM stored_aggregates
|
||||
GROUP BY d, k1
|
||||
ORDER BY d, k1;
|
||||
|
||||
SELECT d,
|
||||
uniqMerge(Uniq), uniqThetaSketchMerge(UniqThetaSketch)
|
||||
FROM stored_aggregates
|
||||
GROUP BY d
|
||||
ORDER BY d;
|
||||
|
||||
DROP TABLE stored_aggregates;
|
||||
|
||||
---- sum + uniq with more data
|
||||
drop table if exists summing_merge_tree_null;
|
||||
drop table if exists summing_merge_tree_aggregate_function;
|
||||
create table summing_merge_tree_null (
|
||||
d materialized today(),
|
||||
k UInt64,
|
||||
c UInt64,
|
||||
u UInt64
|
||||
) engine=Null;
|
||||
|
||||
create materialized view summing_merge_tree_aggregate_function (
|
||||
d Date,
|
||||
k UInt64,
|
||||
c UInt64,
|
||||
un AggregateFunction(uniq, UInt64),
|
||||
ut AggregateFunction(uniqThetaSketch, UInt64)
|
||||
) engine=SummingMergeTree(d, k, 8192)
|
||||
as select d, k, sum(c) as c, uniqState(u) as un, uniqThetaSketchState(u) as ut
|
||||
from summing_merge_tree_null
|
||||
group by d, k;
|
||||
|
||||
-- prime number 53 to avoid resonanse between %3 and %53
|
||||
insert into summing_merge_tree_null select number % 3, 1, number % 53 from numbers(999999);
|
||||
|
||||
select k, sum(c), uniqMerge(un), uniqThetaSketchMerge(ut) from summing_merge_tree_aggregate_function group by k order by k;
|
||||
optimize table summing_merge_tree_aggregate_function;
|
||||
select k, sum(c), uniqMerge(un), uniqThetaSketchMerge(ut) from summing_merge_tree_aggregate_function group by k order by k;
|
||||
|
||||
drop table summing_merge_tree_aggregate_function;
|
||||
drop table summing_merge_tree_null;
|
||||
|
||||
@ -1,219 +0,0 @@
|
||||
uniqThetaSketch
|
||||
1 1
|
||||
3 1
|
||||
6 1
|
||||
7 1
|
||||
9 1
|
||||
11 1
|
||||
14 1
|
||||
17 1
|
||||
19 1
|
||||
20 2
|
||||
26 1
|
||||
31 1
|
||||
35 1
|
||||
36 1
|
||||
0 162
|
||||
1 162
|
||||
3 162
|
||||
6 162
|
||||
7 163
|
||||
9 163
|
||||
10 81
|
||||
11 163
|
||||
13 162
|
||||
14 162
|
||||
17 162
|
||||
19 162
|
||||
20 162
|
||||
21 162
|
||||
22 162
|
||||
26 162
|
||||
31 162
|
||||
35 162
|
||||
36 162
|
||||
0 55018
|
||||
1 54020
|
||||
3 53774
|
||||
6 53947
|
||||
7 53839
|
||||
9 54408
|
||||
10 26876
|
||||
11 54985
|
||||
13 53479
|
||||
14 53516
|
||||
17 53331
|
||||
19 53680
|
||||
20 54211
|
||||
21 53054
|
||||
22 54690
|
||||
26 53716
|
||||
31 54139
|
||||
35 52331
|
||||
36 53766
|
||||
uniqThetaSketch round(float)
|
||||
0.125 1
|
||||
0.5 1
|
||||
0.05 1
|
||||
0.143 1
|
||||
0.056 1
|
||||
0.048 2
|
||||
0.083 1
|
||||
0.25 1
|
||||
0.1 1
|
||||
0.028 1
|
||||
0.027 1
|
||||
0.031 1
|
||||
0.067 1
|
||||
0.037 1
|
||||
0.045 162
|
||||
0.125 163
|
||||
0.5 162
|
||||
0.05 162
|
||||
0.143 162
|
||||
0.091 81
|
||||
0.056 162
|
||||
0.048 162
|
||||
0.083 163
|
||||
0.25 162
|
||||
1 162
|
||||
0.1 163
|
||||
0.028 162
|
||||
0.027 162
|
||||
0.031 162
|
||||
0.067 162
|
||||
0.043 162
|
||||
0.037 162
|
||||
0.071 162
|
||||
0.045 53054
|
||||
0.125 53839
|
||||
0.5 54020
|
||||
0.05 53680
|
||||
0.143 53947
|
||||
0.091 26876
|
||||
0.056 53331
|
||||
0.048 54211
|
||||
0.083 54985
|
||||
0.25 53774
|
||||
1 55018
|
||||
0.1 54408
|
||||
0.028 52331
|
||||
0.027 53766
|
||||
0.031 54139
|
||||
0.067 53516
|
||||
0.043 54690
|
||||
0.037 53716
|
||||
0.071 53479
|
||||
uniqThetaSketch round(toFloat32())
|
||||
0.5 1
|
||||
0.05 1
|
||||
0.25 1
|
||||
0.048 2
|
||||
0.083 1
|
||||
0.125 1
|
||||
0.031 1
|
||||
0.143 1
|
||||
0.028 1
|
||||
0.067 1
|
||||
0.027 1
|
||||
0.056 1
|
||||
0.037 1
|
||||
0.1 1
|
||||
0.5 162
|
||||
0.05 162
|
||||
0.25 162
|
||||
0.048 162
|
||||
0.091 81
|
||||
0.043 162
|
||||
0.071 162
|
||||
0.083 163
|
||||
0.125 163
|
||||
0.031 162
|
||||
0.143 162
|
||||
0.028 162
|
||||
0.067 162
|
||||
0.045 162
|
||||
0.027 162
|
||||
0.056 162
|
||||
0.037 162
|
||||
0.1 163
|
||||
1 162
|
||||
0.5 54020
|
||||
0.05 53680
|
||||
0.25 53774
|
||||
0.048 54211
|
||||
0.091 26876
|
||||
0.043 54690
|
||||
0.071 53479
|
||||
0.083 54985
|
||||
0.125 53839
|
||||
0.031 54139
|
||||
0.143 53947
|
||||
0.028 52331
|
||||
0.067 53516
|
||||
0.045 53054
|
||||
0.027 53766
|
||||
0.056 53331
|
||||
0.037 53716
|
||||
0.1 54408
|
||||
1 55018
|
||||
uniqThetaSketch IPv4NumToString
|
||||
1 1
|
||||
3 1
|
||||
6 1
|
||||
7 1
|
||||
9 1
|
||||
11 1
|
||||
14 1
|
||||
17 1
|
||||
19 1
|
||||
20 2
|
||||
26 1
|
||||
31 1
|
||||
35 1
|
||||
36 1
|
||||
0 162
|
||||
1 162
|
||||
3 162
|
||||
6 162
|
||||
7 163
|
||||
9 163
|
||||
10 81
|
||||
11 163
|
||||
13 162
|
||||
14 162
|
||||
17 162
|
||||
19 162
|
||||
20 162
|
||||
21 162
|
||||
22 162
|
||||
26 162
|
||||
31 162
|
||||
35 162
|
||||
36 162
|
||||
0 54929
|
||||
1 53802
|
||||
3 54706
|
||||
6 54700
|
||||
7 53592
|
||||
9 54036
|
||||
10 27392
|
||||
11 53768
|
||||
13 54566
|
||||
14 53104
|
||||
17 54243
|
||||
19 55003
|
||||
20 53398
|
||||
21 53831
|
||||
22 54603
|
||||
26 54607
|
||||
31 54012
|
||||
35 54826
|
||||
36 54910
|
||||
uniqThetaSketch remote()
|
||||
1
|
||||
uniqThetaSketch precise
|
||||
10000000
|
||||
10021957
|
||||
10021969
|
||||
10094819
|
||||
@ -1,35 +0,0 @@
|
||||
SELECT 'uniqThetaSketch';
|
||||
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
|
||||
|
||||
SELECT 'uniqThetaSketch round(float)';
|
||||
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
|
||||
|
||||
SELECT 'uniqThetaSketch round(toFloat32())';
|
||||
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
|
||||
SELECT Y, uniqThetaSketch(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
|
||||
|
||||
SELECT 'uniqThetaSketch IPv4NumToString';
|
||||
|
||||
SELECT Y, uniqThetaSketch(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
|
||||
SELECT Y, uniqThetaSketch(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
|
||||
SELECT Y, uniqThetaSketch(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
|
||||
|
||||
SELECT 'uniqThetaSketch remote()';
|
||||
|
||||
SELECT uniqThetaSketch(dummy) FROM remote('127.0.0.{2,3}', system.one);
|
||||
|
||||
|
||||
SELECT 'uniqThetaSketch precise';
|
||||
SELECT uniqExact(number) FROM numbers(1e7);
|
||||
SELECT uniqCombined(number) FROM numbers(1e7);
|
||||
SELECT uniqCombined64(number) FROM numbers(1e7);
|
||||
SELECT uniqThetaSketch(number) FROM numbers(1e7);
|
||||
|
||||
@ -228,8 +228,6 @@
|
||||
01780_clickhouse_dictionary_source_loop
|
||||
01790_dist_INSERT_block_structure_mismatch_types_and_names
|
||||
01791_dist_INSERT_block_structure_mismatch
|
||||
01798_uniq_theta_sketch
|
||||
01799_long_uniq_theta_sketch
|
||||
01801_distinct_group_by_shard
|
||||
01804_dictionary_decimal256_type
|
||||
01801_s3_distributed
|
||||
|
||||
Loading…
Reference in New Issue
Block a user