/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, * software distributed under the License is distributed on an * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY * KIND, either express or implied. See the License for the * specific language governing permissions and limitations * under the License. */ #include #include #include #include #include #include "cpc_sketch.hpp" namespace datasketches { static const double RELATIVE_ERROR_FOR_LG_K_11 = 0.02; TEST_CASE("cpc sketch: lg k limits", "[cpc_sketch]") { cpc_sketch s1(cpc_constants::MIN_LG_K); // this should work cpc_sketch s2(cpc_constants::MAX_LG_K); // this should work REQUIRE_THROWS_AS(cpc_sketch(cpc_constants::MIN_LG_K - 1), std::invalid_argument); REQUIRE_THROWS_AS(cpc_sketch(cpc_constants::MAX_LG_K + 1), std::invalid_argument); } TEST_CASE("cpc sketch: empty", "[cpc_sketch]") { cpc_sketch sketch(11); REQUIRE(sketch.is_empty()); REQUIRE(sketch.get_estimate() == 0.0); REQUIRE(sketch.get_lower_bound(1) == 0.0); REQUIRE(sketch.get_upper_bound(1) == 0.0); REQUIRE(sketch.validate()); } TEST_CASE("cpc sketch: one value", "[cpc_sketch]") { cpc_sketch sketch(11); sketch.update(1); REQUIRE_FALSE(sketch.is_empty()); REQUIRE(sketch.get_estimate() == Approx(1).margin(RELATIVE_ERROR_FOR_LG_K_11)); REQUIRE(sketch.get_estimate() >= sketch.get_lower_bound(1)); REQUIRE(sketch.get_estimate() <= sketch.get_upper_bound(1)); REQUIRE(sketch.validate()); } TEST_CASE("cpc sketch: many values", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(10000); for (int i = 0; i < n; i++) sketch.update(i); REQUIRE_FALSE(sketch.is_empty()); REQUIRE(sketch.get_estimate() == Approx(n).margin(n * RELATIVE_ERROR_FOR_LG_K_11)); REQUIRE(sketch.get_estimate() >= sketch.get_lower_bound(1)); REQUIRE(sketch.get_estimate() <= sketch.get_upper_bound(1)); REQUIRE(sketch.validate()); } TEST_CASE("cpc sketch: overflow bug", "[cpc_sketch]") { cpc_sketch sketch(12); const int n = 100000000; uint64_t key = 15200000000; // problem happened with this sequence for (int i = 0; i < n; i++) sketch.update(key++); REQUIRE_FALSE(sketch.is_empty()); REQUIRE(sketch.get_estimate() == Approx(n).margin(n * 0.1)); REQUIRE(sketch.get_estimate() >= sketch.get_lower_bound(1)); REQUIRE(sketch.get_estimate() <= sketch.get_upper_bound(1)); REQUIRE(sketch.validate()); } TEST_CASE("cpc sketch: serialize deserialize empty", "[cpc_sketch]") { cpc_sketch sketch(11); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); cpc_sketch deserialized = cpc_sketch::deserialize(s); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize sparse", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(100); for (int i = 0; i < n; i++) sketch.update(i); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); cpc_sketch deserialized = cpc_sketch::deserialize(s); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize hybrid", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(200); for (int i = 0; i < n; i++) sketch.update(i); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); cpc_sketch deserialized = cpc_sketch::deserialize(s); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize pinned", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(2000); for (int i = 0; i < n; i++) sketch.update(i); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); cpc_sketch deserialized = cpc_sketch::deserialize(s); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize sliding", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(20000); for (int i = 0; i < n; i++) sketch.update(i); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); cpc_sketch deserialized = cpc_sketch::deserialize(s); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serializing deserialize sliding large", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(3000000); for (int i = 0; i < n; i++) sketch.update(i); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); cpc_sketch deserialized = cpc_sketch::deserialize(s); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize empty, bytes", "[cpc_sketch]") { cpc_sketch sketch(11); auto bytes = sketch.serialize(); cpc_sketch deserialized = cpc_sketch::deserialize(bytes.data(), bytes.size()); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), bytes.size() - 1), std::out_of_range); } TEST_CASE("cpc sketch: serialize deserialize sparse, bytes", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(100); for (int i = 0; i < n; i++) sketch.update(i); auto bytes = sketch.serialize(); cpc_sketch deserialized = cpc_sketch::deserialize(bytes.data(), bytes.size()); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 7), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 15), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), bytes.size() - 1), std::out_of_range); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize hybrid, bytes", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(200); for (int i = 0; i < n; i++) sketch.update(i); auto bytes = sketch.serialize(); cpc_sketch deserialized = cpc_sketch::deserialize(bytes.data(), bytes.size()); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 7), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 15), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), bytes.size() - 1), std::out_of_range); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize pinned, bytes", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(2000); for (int i = 0; i < n; i++) sketch.update(i); auto bytes = sketch.serialize(); cpc_sketch deserialized = cpc_sketch::deserialize(bytes.data(), bytes.size()); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 7), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 15), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), bytes.size() - 1), std::out_of_range); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize sliding, bytes", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(20000); for (int i = 0; i < n; i++) sketch.update(i); auto bytes = sketch.serialize(); cpc_sketch deserialized = cpc_sketch::deserialize(bytes.data(), bytes.size()); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 7), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 15), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), bytes.size() - 1), std::out_of_range); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize deserialize sliding huge", "[cpc_sketch]") { cpc_sketch sketch(26); const int n = 10000000; for (int i = 0; i < n; i++) sketch.update(i); REQUIRE(sketch.get_estimate() == Approx(n).margin(n * 0.001)); auto bytes = sketch.serialize(); cpc_sketch deserialized = cpc_sketch::deserialize(bytes.data(), bytes.size()); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 7), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), 15), std::out_of_range); REQUIRE_THROWS_AS(cpc_sketch::deserialize(bytes.data(), bytes.size() - 1), std::out_of_range); // updating again with the same values should not change the sketch for (int i = 0; i < n; i++) deserialized.update(i); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); } TEST_CASE("cpc sketch: copy", "[cpc_sketch]") { cpc_sketch s1(11); s1.update(1); cpc_sketch s2 = s1; // copy constructor REQUIRE_FALSE(s2.is_empty()); REQUIRE(s2.get_estimate() == Approx(1).margin(RELATIVE_ERROR_FOR_LG_K_11)); s2.update(2); s1 = s2; // operator= REQUIRE(s1.get_estimate() == Approx(2).margin(RELATIVE_ERROR_FOR_LG_K_11)); } TEST_CASE("cpc sketch: serialize deserialize empty, custom seed", "[cpc_sketch]") { cpc_sketch sketch(11, 123); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); cpc_sketch deserialized = cpc_sketch::deserialize(s, 123); REQUIRE(deserialized.is_empty() == sketch.is_empty()); REQUIRE(deserialized.get_estimate() == sketch.get_estimate()); REQUIRE(deserialized.validate()); // incompatible seed s.seekg(0); // rewind the stream to read the same sketch again REQUIRE_THROWS_AS(cpc_sketch::deserialize(s), std::invalid_argument); } TEST_CASE("cpc sketch: kapp range", "[cpc_sketch]") { cpc_sketch s(11); REQUIRE(s.get_lower_bound(1) == 0.0); REQUIRE(s.get_upper_bound(1) == 0.0); REQUIRE(s.get_lower_bound(2) == 0.0); REQUIRE(s.get_upper_bound(2) == 0.0); REQUIRE(s.get_lower_bound(3) == 0.0); REQUIRE(s.get_upper_bound(3) == 0.0); REQUIRE_THROWS_AS(s.get_lower_bound(4), std::invalid_argument); REQUIRE_THROWS_AS(s.get_upper_bound(4), std::invalid_argument); } TEST_CASE("cpc sketch: validate fail", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(2000); for (int i = 0; i < n; i++) sketch.update(i); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); s.seekp(700); // the stream should be 856 bytes long. corrupt it somewhere before the end s << "corrupt data"; cpc_sketch deserialized = cpc_sketch::deserialize(s); REQUIRE_FALSE(deserialized.validate()); } TEST_CASE("cpc sketch: serialize both ways", "[cpc_sketch]") { cpc_sketch sketch(11); const int n(2000); for (int i = 0; i < n; i++) sketch.update(i); const int header_size_bytes = 4; auto bytes = sketch.serialize(header_size_bytes); std::stringstream s(std::ios::in | std::ios::out | std::ios::binary); sketch.serialize(s); REQUIRE(static_cast(s.tellp()) == bytes.size() - header_size_bytes); char* pp = new char[s.tellp()]; s.read(pp, s.tellp()); REQUIRE(std::memcmp(pp, bytes.data() + header_size_bytes, bytes.size() - header_size_bytes) == 0); delete [] pp; } TEST_CASE("cpc sketch: update int equivalence", "[cpc_sketch]") { cpc_sketch sketch(11); sketch.update((uint64_t) -1); sketch.update((int64_t) -1); sketch.update((uint32_t) -1); sketch.update((int32_t) -1); sketch.update((uint16_t) -1); sketch.update((int16_t) -1); sketch.update((uint8_t) -1); sketch.update((int8_t) -1); REQUIRE(sketch.get_estimate() == Approx(1).margin(RELATIVE_ERROR_FOR_LG_K_11)); } TEST_CASE("cpc sketch: update float equivalence", "[cpc_sketch]") { cpc_sketch sketch(11); sketch.update((float) 1); sketch.update((double) 1); REQUIRE(sketch.get_estimate() == Approx(1).margin(RELATIVE_ERROR_FOR_LG_K_11)); } TEST_CASE("cpc sketch: update string equivalence", "[cpc_sketch]") { cpc_sketch sketch(11); const std::string a("a"); sketch.update(a); sketch.update(a.c_str(), a.length()); REQUIRE(sketch.get_estimate() == Approx(1).margin(RELATIVE_ERROR_FOR_LG_K_11)); } TEST_CASE("cpc sketch: max serialized size", "[cpc_sketch]") { REQUIRE(cpc_sketch::get_max_serialized_size_bytes(4) == 24 + 40); REQUIRE(cpc_sketch::get_max_serialized_size_bytes(26) == static_cast((0.6 * (1 << 26)) + 40)); } } /* namespace datasketches */