datasketches-cpp
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HllUnion-internal.hpp
1/*
2 * Licensed to the Apache Software Foundation (ASF) under one
3 * or more contributor license agreements. See the NOTICE file
4 * distributed with this work for additional information
5 * regarding copyright ownership. The ASF licenses this file
6 * to you under the Apache License, Version 2.0 (the
7 * "License"); you may not use this file except in compliance
8 * with the License. You may obtain a copy of the License at
9 *
10 * http://www.apache.org/licenses/LICENSE-2.0
11 *
12 * Unless required by applicable law or agreed to in writing,
13 * software distributed under the License is distributed on an
14 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
15 * KIND, either express or implied. See the License for the
16 * specific language governing permissions and limitations
17 * under the License.
18 */
19
20#ifndef _HLLUNION_INTERNAL_HPP_
21#define _HLLUNION_INTERNAL_HPP_
22
23#include "hll.hpp"
24
25#include "HllSketchImpl.hpp"
26#include "HllArray.hpp"
27#include "HllUtil.hpp"
28
29#include <stdexcept>
30#include <string>
31
32namespace datasketches {
33
34template<typename A>
35hll_union_alloc<A>::hll_union_alloc(uint8_t lg_max_k, const A& allocator):
36 lg_max_k_(HllUtil<A>::checkLgK(lg_max_k)),
37 gadget_(lg_max_k, target_hll_type::HLL_8, false, allocator)
38{}
39
40template<typename A>
41hll_sketch_alloc<A> hll_union_alloc<A>::get_result(target_hll_type target_type) const {
42 if (gadget_.sketch_impl->getCurMode() == hll_mode::HLL) {
43 static_cast<HllArray<A>*>(gadget_.sketch_impl)->check_rebuild_kxq_cur_min();
44 }
45 return hll_sketch_alloc<A>(gadget_, target_type);
46}
47
48template<typename A>
49void hll_union_alloc<A>::update(const hll_sketch_alloc<A>& sketch) {
50 if (sketch.is_empty()) { return; }
51 union_impl(sketch, lg_max_k_);
52}
53
54template<typename A>
55void hll_union_alloc<A>::update(hll_sketch_alloc<A>&& sketch) {
56 if (sketch.is_empty()) { return; }
57 if (gadget_.is_empty() && sketch.get_target_type() == HLL_8 && sketch.get_lg_config_k() <= lg_max_k_) {
58 if (sketch.get_current_mode() == HLL || sketch.get_lg_config_k() == lg_max_k_) {
59 gadget_ = std::move(sketch);
60 }
61 }
62 union_impl(sketch, lg_max_k_);
63}
64
65template<typename A>
66void hll_union_alloc<A>::update(const std::string& datum) {
67 gadget_.update(datum);
68}
69
70template<typename A>
71void hll_union_alloc<A>::update(uint64_t datum) {
72 gadget_.update(datum);
73}
74
75template<typename A>
76void hll_union_alloc<A>::update(uint32_t datum) {
77 gadget_.update(datum);
78}
79
80template<typename A>
81void hll_union_alloc<A>::update(uint16_t datum) {
82 gadget_.update(datum);
83}
84
85template<typename A>
86void hll_union_alloc<A>::update(uint8_t datum) {
87 gadget_.update(datum);
88}
89
90template<typename A>
91void hll_union_alloc<A>::update(int64_t datum) {
92 gadget_.update(datum);
93}
94
95template<typename A>
96void hll_union_alloc<A>::update(int32_t datum) {
97 gadget_.update(datum);
98}
99
100template<typename A>
101void hll_union_alloc<A>::update(int16_t datum) {
102 gadget_.update(datum);
103}
104
105template<typename A>
106void hll_union_alloc<A>::update(int8_t datum) {
107 gadget_.update(datum);
108}
109
110template<typename A>
111void hll_union_alloc<A>::update(double datum) {
112 gadget_.update(datum);
113}
114
115template<typename A>
116void hll_union_alloc<A>::update(float datum) {
117 gadget_.update(datum);
118}
119
120template<typename A>
121void hll_union_alloc<A>::update(const void* data, size_t length_bytes) {
122 gadget_.update(data, length_bytes);
123}
124
125template<typename A>
126void hll_union_alloc<A>::coupon_update(uint32_t coupon) {
127 if (coupon == HllUtil<A>::EMPTY) { return; }
128 HllSketchImpl<A>* result = gadget_.sketch_impl->coupon_update(coupon);
129 if (result != gadget_.sketch_impl) {
130 if (gadget_.sketch_impl != nullptr) { gadget_.sketch_impl->get_deleter()(gadget_.sketch_impl); }
131 gadget_.sketch_impl = result;
132 }
133}
134
135template<typename A>
137 if (gadget_.sketch_impl->getCurMode() == hll_mode::HLL) {
138 static_cast<HllArray<A>*>(gadget_.sketch_impl)->check_rebuild_kxq_cur_min();
139 }
140 return gadget_.get_estimate();
141}
142
143template<typename A>
145 if (gadget_.sketch_impl->getCurMode() == hll_mode::HLL) {
146 static_cast<HllArray<A>*>(gadget_.sketch_impl)->check_rebuild_kxq_cur_min();
147 }
148 return gadget_.get_composite_estimate();
149}
150
151template<typename A>
152double hll_union_alloc<A>::get_lower_bound(uint8_t num_std_dev) const {
153 if (gadget_.sketch_impl->getCurMode() == hll_mode::HLL) {
154 static_cast<HllArray<A>*>(gadget_.sketch_impl)->check_rebuild_kxq_cur_min();
155 }
156 return gadget_.get_lower_bound(num_std_dev);
157}
158
159template<typename A>
160double hll_union_alloc<A>::get_upper_bound(uint8_t num_std_dev) const {
161 if (gadget_.sketch_impl->getCurMode() == hll_mode::HLL) {
162 static_cast<HllArray<A>*>(gadget_.sketch_impl)->check_rebuild_kxq_cur_min();
163 }
164 return gadget_.get_upper_bound(num_std_dev);
165}
166
167template<typename A>
169 return gadget_.get_lg_config_k();
170}
171
172template<typename A>
174 // always coupon collection mode: the gadget is an internal detail and must not
175 // inherit a full-size state from whatever sketches happen to have been unioned in
176 gadget_.reset(false);
177}
178
179template<typename A>
181 return gadget_.is_empty();
182}
183
184template<typename A>
186 return gadget_.is_out_of_order_flag();
187}
188
189template<typename A>
190hll_mode hll_union_alloc<A>::get_current_mode() const {
191 return gadget_.get_current_mode();
192}
193
194template<typename A>
195bool hll_union_alloc<A>::is_estimation_mode() const {
196 return gadget_.is_estimation_mode();
197}
198
199template<typename A>
203
204template<typename A>
205double hll_union_alloc<A>::get_rel_err(bool upper_bound, bool unioned,
206 uint8_t lg_config_k, uint8_t num_std_dev) {
207 return HllUtil<A>::getRelErr(upper_bound, unioned, lg_config_k, num_std_dev);
208}
209
210template<typename A>
212 if (src_impl->getCurMode() != HLL) {
213 throw std::logic_error("Attempt to downsample non-HLL sketch");
214 }
215 const HllArray<A>* src = static_cast<const HllArray<A>*>(src_impl);
216 const int src_lg_k = src->getLgConfigK();
217 if (src_lg_k <= tgt_lg_k) {
218 return src->copyAs(HLL_8);
219 }
220 typedef typename std::allocator_traits<A>::template rebind_alloc<Hll8Array<A>> hll8Alloc;
221 Hll8Array<A>* tgtHllArr = new (hll8Alloc(src->getAllocator()).allocate(1)) Hll8Array<A>(tgt_lg_k, src->getAllocator());
222 tgtHllArr->mergeHll(*src);
223 //both of these are required for isomorphism
224 tgtHllArr->putHipAccum(src->getHipAccum());
225 tgtHllArr->putOutOfOrderFlag(src->isOutOfOrderFlag());
226 return tgtHllArr;
227}
228
229template<typename A>
230inline HllSketchImpl<A>* hll_union_alloc<A>::leak_free_coupon_update(HllSketchImpl<A>* impl, uint32_t coupon) {
231 HllSketchImpl<A>* result = impl->couponUpdate(coupon);
232 if (result != impl) {
233 impl->get_deleter()(impl);
234 }
235 return result;
236}
237
238template<typename A>
239void hll_union_alloc<A>::union_impl(const hll_sketch_alloc<A>& sketch, uint8_t lg_max_k) {
240 const HllSketchImpl<A>* src_impl = sketch.sketch_impl; //default
241 HllSketchImpl<A>* dst_impl = gadget_.sketch_impl; //default
242 if (src_impl->getCurMode() == LIST || src_impl->getCurMode() == SET) {
243 if (dst_impl->isEmpty() && src_impl->getLgConfigK() == dst_impl->getLgConfigK()) {
244 dst_impl = src_impl->copyAs(HLL_8);
245 gadget_.sketch_impl->get_deleter()(gadget_.sketch_impl); // gadget to be replaced
246 } else {
247 const CouponList<A>* src = static_cast<const CouponList<A>*>(src_impl);
248 for (auto coupon: *src) {
249 dst_impl = leak_free_coupon_update(dst_impl, coupon); //assignment required
250 }
251 }
252 } else if (!dst_impl->isEmpty()) { // src is HLL
253 if (dst_impl->getCurMode() == LIST || dst_impl->getCurMode() == SET) {
254 // swap so that src is LIST or SET, tgt is HLL
255 // use lg_max_k because LIST has effective K of 2^26
256 const CouponList<A>* src = static_cast<const CouponList<A>*>(dst_impl);
257 dst_impl = copy_or_downsample(src_impl, lg_max_k);
258 static_cast<Hll8Array<A>*>(dst_impl)->mergeList(*src);
259 gadget_.sketch_impl->get_deleter()(gadget_.sketch_impl); // gadget to be replaced
260 } else { // gadget is HLL
261 if (src_impl->getLgConfigK() < dst_impl->getLgConfigK()) {
262 dst_impl = copy_or_downsample(dst_impl, sketch.get_lg_config_k());
263 gadget_.sketch_impl->get_deleter()(gadget_.sketch_impl); // gadget to be replaced
264 }
265 const HllArray<A>* src = static_cast<const HllArray<A>*>(src_impl);
266 static_cast<Hll8Array<A>*>(dst_impl)->mergeHll(*src);
267 dst_impl->putOutOfOrderFlag(true);
268 static_cast<Hll8Array<A>*>(dst_impl)->putHipAccum(0);
269 }
270 } else { // src is HLL, gadget is empty
271 dst_impl = copy_or_downsample(src_impl, lg_max_k);
272 gadget_.sketch_impl->get_deleter()(gadget_.sketch_impl); // gadget to be replaced
273 }
274 gadget_.sketch_impl = dst_impl; // gadget replaced
275}
276
277}
278
279#endif // _HLLUNION_INTERNAL_HPP_
This is a high performance implementation of Phillipe Flajolet's HLL sketch but with significantly im...
Definition HllSketchImpl.hpp:31
This performs union operations for HLL sketches.
Definition hll.hpp:453
target_hll_type get_target_type() const
Returns the union's target HLL mode (from target_hll_type).
Definition HllUnion-internal.hpp:200
double get_composite_estimate() const
This is less accurate than the get_estimate() method and is automatically used when the union has gon...
Definition HllUnion-internal.hpp:144
double get_estimate() const
Returns the current cardinality estimate.
Definition HllUnion-internal.hpp:136
void update(const hll_sketch_alloc< A > &sketch)
Update this union operator with the given sketch.
Definition HllUnion-internal.hpp:49
hll_sketch_alloc< A > get_result(target_hll_type tgt_type=HLL_4) const
Returns the result of this union operator with the specified target_hll_type.
Definition HllUnion-internal.hpp:41
bool is_empty() const
Indicates if the union is currently empty.
Definition HllUnion-internal.hpp:180
uint8_t get_lg_config_k() const
Returns union's configured lg_k value.
Definition HllUnion-internal.hpp:168
double get_lower_bound(uint8_t num_std_dev) const
Returns the approximate lower error bound given the specified number of standard deviations.
Definition HllUnion-internal.hpp:152
hll_union_alloc(uint8_t lg_max_k, const A &allocator=A())
Construct an hll_union operator with the given maximum log2 of k.
Definition HllUnion-internal.hpp:35
void reset()
Resets the union to an empty state in coupon collection mode.
Definition HllUnion-internal.hpp:173
static double get_rel_err(bool upper_bound, bool unioned, uint8_t lg_config_k, uint8_t num_std_dev)
Gets the current (approximate) Relative Error (RE) asymptotic values given several parameters.
Definition HllUnion-internal.hpp:205
double get_upper_bound(uint8_t num_std_dev) const
Returns the approximate upper error bound given the specified number of standard deviations.
Definition HllUnion-internal.hpp:160
DataSketches namespace.
Definition binomial_bounds.hpp:38
target_hll_type
Specifies the target type of HLL sketch to be created.
Definition hll.hpp:72
@ HLL_8
8 bits per entry (fastest, fixed size)
Definition hll.hpp:75