/* * 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 namespace datasketches { TEST_CASE("theta intersection: invalid", "[theta_intersection]") { theta_intersection intersection; REQUIRE_FALSE(intersection.has_result()); REQUIRE_THROWS_AS(intersection.get_result(), std::invalid_argument); } TEST_CASE("theta intersection: empty", "[theta_intersection]") { theta_intersection intersection; update_theta_sketch sketch = update_theta_sketch::builder().build(); intersection.update(sketch); compact_theta_sketch result = intersection.get_result(); REQUIRE(result.get_num_retained() == 0); REQUIRE(result.is_empty()); REQUIRE_FALSE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == 0.0); intersection.update(sketch); result = intersection.get_result(); REQUIRE(result.get_num_retained() == 0); REQUIRE(result.is_empty()); REQUIRE_FALSE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == 0.0); } TEST_CASE("theta intersection: non empty no retained keys", "[theta_intersection]") { update_theta_sketch sketch = update_theta_sketch::builder().set_p(0.001f).build(); sketch.update(1); theta_intersection intersection; intersection.update(sketch); compact_theta_sketch result = intersection.get_result(); REQUIRE(result.get_num_retained() == 0); REQUIRE_FALSE(result.is_empty()); REQUIRE(result.is_estimation_mode()); REQUIRE(result.get_theta() == Approx(0.001).margin(1e-10)); REQUIRE(result.get_estimate() == 0.0); intersection.update(sketch); result = intersection.get_result(); REQUIRE(result.get_num_retained() == 0); REQUIRE_FALSE(result.is_empty()); REQUIRE(result.is_estimation_mode()); REQUIRE(result.get_theta() == Approx(0.001).margin(1e-10)); REQUIRE(result.get_estimate() == 0.0); } TEST_CASE("theta intersection: exact mode half overlap unordered", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 1000; i++) sketch1.update(value++); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); value = 500; for (int i = 0; i < 1000; i++) sketch2.update(value++); theta_intersection intersection; intersection.update(sketch1); intersection.update(sketch2); compact_theta_sketch result = intersection.get_result(); REQUIRE_FALSE(result.is_empty()); REQUIRE_FALSE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == 500.0); } TEST_CASE("theta intersection: exact mode half overlap ordered", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 1000; i++) sketch1.update(value++); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); value = 500; for (int i = 0; i < 1000; i++) sketch2.update(value++); theta_intersection intersection; intersection.update(sketch1.compact()); intersection.update(sketch2.compact()); compact_theta_sketch result = intersection.get_result(); REQUIRE_FALSE(result.is_empty()); REQUIRE_FALSE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == 500.0); } TEST_CASE("theta intersection: exact mode disjoint unordered", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 1000; i++) sketch1.update(value++); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); for (int i = 0; i < 1000; i++) sketch2.update(value++); theta_intersection intersection; intersection.update(sketch1); intersection.update(sketch2); compact_theta_sketch result = intersection.get_result(); REQUIRE(result.is_empty()); REQUIRE_FALSE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == 0.0); } TEST_CASE("theta intersection: exact mode disjoint ordered", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 1000; i++) sketch1.update(value++); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); for (int i = 0; i < 1000; i++) sketch2.update(value++); theta_intersection intersection; intersection.update(sketch1.compact()); intersection.update(sketch2.compact()); compact_theta_sketch result = intersection.get_result(); REQUIRE(result.is_empty()); REQUIRE_FALSE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == 0.0); } TEST_CASE("theta intersection: estimation mode half overlap unordered", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 10000; i++) sketch1.update(value++); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); value = 5000; for (int i = 0; i < 10000; i++) sketch2.update(value++); theta_intersection intersection; intersection.update(sketch1); intersection.update(sketch2); compact_theta_sketch result = intersection.get_result(); REQUIRE_FALSE(result.is_empty()); REQUIRE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == Approx(5000).margin(5000 * 0.02)); } TEST_CASE("theta intersection: estimation mode half overlap ordered", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 10000; i++) sketch1.update(value++); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); value = 5000; for (int i = 0; i < 10000; i++) sketch2.update(value++); theta_intersection intersection; intersection.update(sketch1.compact()); intersection.update(sketch2.compact()); compact_theta_sketch result = intersection.get_result(); REQUIRE_FALSE(result.is_empty()); REQUIRE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == Approx(5000).margin(5000 * 0.02)); } TEST_CASE("theta intersection: estimation mode half overlap ordered wrapped compact", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 10000; i++) sketch1.update(value++); auto bytes1 = sketch1.compact().serialize(); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); value = 5000; for (int i = 0; i < 10000; i++) sketch2.update(value++); auto bytes2 = sketch2.compact().serialize(); theta_intersection intersection; intersection.update(wrapped_compact_theta_sketch::wrap(bytes1.data(), bytes1.size())); intersection.update(wrapped_compact_theta_sketch::wrap(bytes2.data(), bytes2.size())); compact_theta_sketch result = intersection.get_result(); REQUIRE_FALSE(result.is_empty()); REQUIRE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == Approx(5000).margin(5000 * 0.02)); } TEST_CASE("theta intersection: estimation mode disjoint unordered", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 10000; i++) sketch1.update(value++); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); for (int i = 0; i < 10000; i++) sketch2.update(value++); theta_intersection intersection; intersection.update(sketch1); intersection.update(sketch2); compact_theta_sketch result = intersection.get_result(); REQUIRE_FALSE(result.is_empty()); REQUIRE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == 0.0); } TEST_CASE("theta intersection: estimation mode disjoint ordered", "[theta_intersection]") { update_theta_sketch sketch1 = update_theta_sketch::builder().build(); int value = 0; for (int i = 0; i < 10000; i++) sketch1.update(value++); update_theta_sketch sketch2 = update_theta_sketch::builder().build(); for (int i = 0; i < 10000; i++) sketch2.update(value++); theta_intersection intersection; intersection.update(sketch1.compact()); intersection.update(sketch2.compact()); compact_theta_sketch result = intersection.get_result(); REQUIRE_FALSE(result.is_empty()); REQUIRE(result.is_estimation_mode()); REQUIRE(result.get_estimate() == 0.0); } TEST_CASE("theta intersection: seed mismatch", "[theta_intersection]") { update_theta_sketch sketch = update_theta_sketch::builder().build(); sketch.update(1); // non-empty should not be ignored theta_intersection intersection(123); REQUIRE_THROWS_AS(intersection.update(sketch), std::invalid_argument); } } /* namespace datasketches */