1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475
|
// Copyright 2014 The Chromium Authors
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
#include "components/variations/variations_seed_simulator.h"
#include <stdint.h>
#include <map>
#include "base/metrics/field_trial_params.h"
#include "base/strings/stringprintf.h"
#include "components/variations/client_filterable_state.h"
#include "components/variations/entropy_provider.h"
#include "components/variations/processed_study.h"
#include "components/variations/proto/layer.pb.h"
#include "components/variations/proto/study.pb.h"
#include "components/variations/proto/variations_seed.pb.h"
#include "components/variations/variations_associated_data.h"
#include "components/variations/variations_test_utils.h"
#include "testing/gtest/include/gtest/gtest.h"
namespace variations {
namespace {
constexpr int kLimitedLayerId = 101;
constexpr int kLimitedLayerMemberId = 1001;
// Creates and activates a single-group field trial with name |trial_name| and
// group |group_name| and variations |params| (if not null).
void CreateTrial(const std::string& trial_name,
const std::string& group_name,
const std::map<std::string, std::string>* params) {
base::FieldTrialList::CreateFieldTrial(trial_name, group_name);
if (params != nullptr)
base::AssociateFieldTrialParams(trial_name, group_name, *params);
base::FieldTrialList::FindFullName(trial_name);
}
// Creates and activates a single-group field trial with name |trial_name| and
// group |group_name|.
void CreateTrial(const std::string& trial_name, const std::string& group_name) {
return CreateTrial(trial_name, group_name, nullptr);
}
// Creates a study with the given |study_name| and |consistency|.
Study CreateStudy(const std::string& study_name,
Study_Consistency consistency) {
Study study;
study.set_name(study_name);
study.set_consistency(consistency);
return study;
}
// Creates a layer with the given |layer_id| with a single layer member using
// the given |layer_member_id|.
Layer CreateLimitedLayer(int layer_id, int layer_member_id) {
Layer layer;
layer.set_id(kLimitedLayerId);
layer.set_num_slots(100);
layer.set_entropy_mode(Layer_EntropyMode_LIMITED);
Layer_LayerMember* layer_member = layer.add_members();
layer_member->set_id(kLimitedLayerMemberId);
Layer_LayerMember_SlotRange* slot = layer_member->add_slots();
slot->set_start(0);
slot->set_end(99);
return layer;
}
// Adds an experiment to |study| with the specified |experiment_name| and
// |probability| values and sets it as the study's default experiment.
Study_Experiment* AddExperiment(const std::string& experiment_name,
int probability,
Study* study) {
Study_Experiment* experiment = study->add_experiment();
experiment->set_name(experiment_name);
experiment->set_probability_weight(probability);
study->set_default_experiment_name(experiment_name);
return experiment;
}
// Add an experiment param with |param_name| and |param_value| to |experiment|.
Study_Experiment_Param* AddExperimentParam(const std::string& param_name,
const std::string& param_value,
Study_Experiment* experiment) {
Study_Experiment_Param* param = experiment->add_param();
param->set_name(param_name);
param->set_value(param_value);
return param;
}
// Adds a LayerMemberReference with the given IDs to |study|.
void ConstrainToLayer(Study& study, int layer_id, int layer_member_id) {
LayerMemberReference layer_member_reference;
layer_member_reference.set_layer_id(layer_id);
layer_member_reference.add_layer_member_ids(layer_member_id);
*study.mutable_layer() = layer_member_reference;
}
} // namespace
class VariationsSeedSimulatorTest : public ::testing::Test {
public:
VariationsSeedSimulatorTest() = default;
VariationsSeedSimulatorTest(const VariationsSeedSimulatorTest&) = delete;
VariationsSeedSimulatorTest& operator=(const VariationsSeedSimulatorTest&) =
delete;
~VariationsSeedSimulatorTest() override {
// Ensure that the maps are cleared between tests, since they are stored as
// process singletons.
testing::ClearAllVariationIDs();
testing::ClearAllVariationParams();
}
// Simulates the differences between |seed|'s studies and the current field
// trial state, returning a string like "1 2 3", where 1 is the number of
// regular group changes, 2 is the number of "kill best effort" group changes
// and 3 is the number of "kill critical" group changes.
std::string SimulateStudyDifferences(const VariationsSeed& seed) {
auto client_state = CreateDummyClientFilterableState();
MockEntropyProviders entropy_providers({
.low_entropy = kAlwaysUseLastGroup,
.high_entropy = kAlwaysUseFirstGroup,
.limited_entropy = kAlwaysUseLastGroup,
});
return ConvertSimulationResultToString(
SimulateSeedStudies(seed, *client_state, entropy_providers));
}
// Formats |result| as a string with format "1 2 3", where 1 is the number of
// regular group changes, 2 is the number of "kill best effort" group changes
// and 3 is the number of "kill critical" group changes.
std::string ConvertSimulationResultToString(
const SeedSimulationResult& result) {
return base::StringPrintf("%d %d %d",
result.normal_group_change_count,
result.kill_best_effort_group_change_count,
result.kill_critical_group_change_count);
}
};
TEST_F(VariationsSeedSimulatorTest, PermanentNoChanges) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment = AddExperiment("B", 100, study);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest, PermanentGroupChange) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment = AddExperiment("C", 100, study);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
// Changing "C" group type should not affect the type of change. (Since the
// type is evaluated for the "old" group.)
//
// Note: The current (i.e. old) group is checked for the type since that group
// is the one that should be annotated with the type when killing it.
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
}
// The seed simulator should be able to detect group changes when a permanently
// consistent study constrained to a limited layer is configured with a
// different experiment.
TEST_F(VariationsSeedSimulatorTest,
PermanentGroupChange_StudyConstrainedToLimitedLayer) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
// Adding an experiment with |google_web_experiment_id| so that the limited
// entropy provider can be used.
Study_Experiment* experiment = AddExperiment("C", 100, study);
experiment->set_google_web_experiment_id(1234);
// When a study with an experiment that's associated with a
// |google_web_experiment_id| is constrained to a layer with
// |EntropyMode.LIMITED|, it will be randomized with the limited entropy
// provider.
Layer limited_layer =
CreateLimitedLayer(kLimitedLayerId, kLimitedLayerMemberId);
ConstrainToLayer(*study, kLimitedLayerId, kLimitedLayerMemberId);
*seed.add_layers() = limited_layer;
// There is precisely one change since for trial "A", group "C" instead of
// group "B" is now selected, and this change is a normal since it's a
// group-only change.
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
// Changing "C" group type should not affect the type of change. This is the
// same behavior as randomizing with other entropy providers.
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest, PermanentGroupChangeDueToExperimentID) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment_b = AddExperiment("B", 50, study);
AddExperiment("Default", 50, study);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
// Adding a google_web_experiment_id will cause the low entropy provider to be
// used, causing a group change.
experiment_b->set_google_web_experiment_id(1234);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
}
// The seed simulator should be able to detect group changes when a permanently
// consistent study constrained to a limited layer is given a
// |google_web_experiment_id|.
TEST_F(VariationsSeedSimulatorTest,
PermanentGroupChangeDueToExperimentID_StudyConstrainedToLimitedLayer) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment_b = AddExperiment("B", 50, study);
AddExperiment("Default", 50, study);
Layer limited_layer =
CreateLimitedLayer(kLimitedLayerId, kLimitedLayerMemberId);
ConstrainToLayer(*study, kLimitedLayerId, kLimitedLayerMemberId);
*seed.add_layers() = limited_layer;
// Upon receiving the seed, the client should use the limited entropy provider
// to randomize this study since it is constrained to the |limited_layer|. The
// entropy provider will select "Default" (from |kAlwaysUseLastGroup|). Thus
// the group change.
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
// The limited entropy provider should still be used if the study is
// associated with a Google web experiment ID. Therefore the group assignment
// is the same as above.
experiment_b->set_google_web_experiment_id(1234);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest,
PermanentGroupChangeDueToExperimentID_NoLimitedSource) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
AddExperiment("B", 50, study);
AddExperiment("Default", 50, study);
Layer limited_layer =
CreateLimitedLayer(kLimitedLayerId, kLimitedLayerMemberId);
ConstrainToLayer(*study, kLimitedLayerId, kLimitedLayerMemberId);
*seed.add_layers() = limited_layer;
auto client_state = CreateDummyClientFilterableState();
EntropyProviders entropy_providers(
"high_entropy_value", {0, 1},
/*limited_entropy_value=*/std::string_view());
auto result = ConvertSimulationResultToString(
SimulateSeedStudies(seed, *client_state, entropy_providers));
// Without a limited entropy randomization source, the study that requires the
// limited entropy provider is not assigned and therefore is skipped in the
// seed simulator.
EXPECT_EQ("0 0 0", result);
}
TEST_F(VariationsSeedSimulatorTest, SessionRandomized) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_SESSION);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment = AddExperiment("B", 1, study);
AddExperiment("C", 1, study);
AddExperiment("D", 1, study);
// There should be no differences, since a session randomized study can result
// in any of the groups being chosen on startup.
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest, SessionRandomizedGroupRemoved) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_SESSION);
Study* study = seed.mutable_study(0);
AddExperiment("C", 1, study);
AddExperiment("D", 1, study);
// There should be a difference since there is no group "B" in the new config.
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest, SessionRandomizedGroupProbabilityZero) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_SESSION);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment = AddExperiment("B", 0, study);
AddExperiment("C", 1, study);
AddExperiment("D", 1, study);
// There should be a difference since group "B" has probability 0.
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("0 1 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("0 0 1", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest, ParamsUnchanged) {
std::map<std::string, std::string> params;
params["p1"] = "x";
params["p2"] = "y";
params["p3"] = "z";
CreateTrial("A", "B", ¶ms);
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment = AddExperiment("B", 100, study);
AddExperimentParam("p2", "y", experiment);
AddExperimentParam("p1", "x", experiment);
AddExperimentParam("p3", "z", experiment);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest, ParamsChanged) {
std::map<std::string, std::string> params;
params["p1"] = "x";
params["p2"] = "y";
params["p3"] = "z";
CreateTrial("A", "B", ¶ms);
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment = AddExperiment("B", 100, study);
AddExperimentParam("p2", "test", experiment);
AddExperimentParam("p1", "x", experiment);
AddExperimentParam("p3", "z", experiment);
// The param lists differ.
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("0 1 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("0 0 1", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest, ParamsRemoved) {
std::map<std::string, std::string> params;
params["p1"] = "x";
params["p2"] = "y";
params["p3"] = "z";
CreateTrial("A", "B", ¶ms);
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment = AddExperiment("B", 100, study);
// The current group has params, but the new config doesn't have any.
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("0 1 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("0 0 1", SimulateStudyDifferences(seed));
}
TEST_F(VariationsSeedSimulatorTest, ParamsAdded) {
CreateTrial("A", "B");
VariationsSeed seed;
*seed.add_study() = CreateStudy("A", Study_Consistency_PERMANENT);
Study* study = seed.mutable_study(0);
Study_Experiment* experiment = AddExperiment("B", 100, study);
AddExperimentParam("p2", "y", experiment);
AddExperimentParam("p1", "x", experiment);
AddExperimentParam("p3", "z", experiment);
// The current group has no params, but the config has added some.
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_NORMAL);
EXPECT_EQ("1 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_IGNORE_CHANGE);
EXPECT_EQ("0 0 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_BEST_EFFORT);
EXPECT_EQ("0 1 0", SimulateStudyDifferences(seed));
experiment->set_type(Study_Experiment_Type_KILL_CRITICAL);
EXPECT_EQ("0 0 1", SimulateStudyDifferences(seed));
}
} // namespace variations
|