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- // Copyright 2017 The Abseil Authors.
- //
- // Licensed 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
- //
- // https://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.
- //
- // -----------------------------------------------------------------------------
- // File: random.h
- // -----------------------------------------------------------------------------
- //
- // This header defines the recommended Uniform Random Bit Generator (URBG)
- // types for use within the Abseil Random library. These types are not
- // suitable for security-related use-cases, but should suffice for most other
- // uses of generating random values.
- //
- // The Abseil random library provides the following URBG types:
- //
- // * BitGen, a good general-purpose bit generator, optimized for generating
- // random (but not cryptographically secure) values
- // * InsecureBitGen, a slightly faster, though less random, bit generator, for
- // cases where the existing BitGen is a drag on performance.
- #ifndef ABSL_RANDOM_RANDOM_H_
- #define ABSL_RANDOM_RANDOM_H_
- #include <random>
- #include "absl/random/distributions.h" // IWYU pragma: export
- #include "absl/random/internal/nonsecure_base.h" // IWYU pragma: export
- #include "absl/random/internal/pcg_engine.h" // IWYU pragma: export
- #include "absl/random/internal/pool_urbg.h"
- #include "absl/random/internal/randen_engine.h"
- #include "absl/random/seed_sequences.h" // IWYU pragma: export
- namespace absl {
- ABSL_NAMESPACE_BEGIN
- // -----------------------------------------------------------------------------
- // absl::BitGen
- // -----------------------------------------------------------------------------
- //
- // `absl::BitGen` is a general-purpose random bit generator for generating
- // random values for use within the Abseil random library. Typically, you use a
- // bit generator in combination with a distribution to provide random values.
- //
- // Example:
- //
- // // Create an absl::BitGen. There is no need to seed this bit generator.
- // absl::BitGen gen;
- //
- // // Generate an integer value in the closed interval [1,6]
- // int die_roll = absl::uniform_int_distribution<int>(1, 6)(gen);
- //
- // `absl::BitGen` is seeded by default with non-deterministic data to produce
- // different sequences of random values across different instances, including
- // different binary invocations. This behavior is different than the standard
- // library bit generators, which use golden values as their seeds. Default
- // construction intentionally provides no stability guarantees, to avoid
- // accidental dependence on such a property.
- //
- // `absl::BitGen` may be constructed with an optional seed sequence type,
- // conforming to [rand.req.seed_seq], which will be mixed with additional
- // non-deterministic data as detailed below.
- //
- // Example:
- //
- // // Create an absl::BitGen using an std::seed_seq seed sequence
- // std::seed_seq seq{1,2,3};
- // absl::BitGen gen_with_seed(seq);
- //
- // // Generate an integer value in the closed interval [1,6]
- // int die_roll2 = absl::uniform_int_distribution<int>(1, 6)(gen_with_seed);
- //
- // Constructing two `absl::BitGen`s with the same seed sequence in the same
- // process will produce the same sequence of variates, but need not do so across
- // multiple processes even if they're executing the same binary.
- //
- // `absl::BitGen` meets the requirements of the Uniform Random Bit Generator
- // (URBG) concept as per the C++17 standard [rand.req.urng] though differs
- // slightly with [rand.req.eng]. Like its standard library equivalents (e.g.
- // `std::mersenne_twister_engine`) `absl::BitGen` is not cryptographically
- // secure.
- //
- // This type has been optimized to perform better than Mersenne Twister
- // (https://en.wikipedia.org/wiki/Mersenne_Twister) and many other complex URBG
- // types on modern x86, ARM, and PPC architectures.
- //
- // This type is thread-compatible, but not thread-safe.
- // ---------------------------------------------------------------------------
- // absl::BitGen member functions
- // ---------------------------------------------------------------------------
- // absl::BitGen::operator()()
- //
- // Calls the BitGen, returning a generated value.
- // absl::BitGen::min()
- //
- // Returns the smallest possible value from this bit generator.
- // absl::BitGen::max()
- //
- // Returns the largest possible value from this bit generator.
- // absl::BitGen::discard(num)
- //
- // Advances the internal state of this bit generator by `num` times, and
- // discards the intermediate results.
- // ---------------------------------------------------------------------------
- using BitGen = random_internal::NonsecureURBGBase<
- random_internal::randen_engine<uint64_t>>;
- // -----------------------------------------------------------------------------
- // absl::InsecureBitGen
- // -----------------------------------------------------------------------------
- //
- // `absl::InsecureBitGen` is an efficient random bit generator for generating
- // random values, recommended only for performance-sensitive use cases where
- // `absl::BitGen` is not satisfactory when compute-bounded by bit generation
- // costs.
- //
- // Example:
- //
- // // Create an absl::InsecureBitGen
- // absl::InsecureBitGen gen;
- // for (size_t i = 0; i < 1000000; i++) {
- //
- // // Generate a bunch of random values from some complex distribution
- // auto my_rnd = some_distribution(gen, 1, 1000);
- // }
- //
- // Like `absl::BitGen`, `absl::InsecureBitGen` is seeded by default with
- // non-deterministic data to produce different sequences of random values across
- // different instances, including different binary invocations. (This behavior
- // is different than the standard library bit generators, which use golden
- // values as their seeds.)
- //
- // `absl::InsecureBitGen` may be constructed with an optional seed sequence
- // type, conforming to [rand.req.seed_seq], which will be mixed with additional
- // non-deterministic data, as detailed in the `absl::BitGen` comment.
- //
- // `absl::InsecureBitGen` meets the requirements of the Uniform Random Bit
- // Generator (URBG) concept as per the C++17 standard [rand.req.urng] though
- // its implementation differs slightly with [rand.req.eng]. Like its standard
- // library equivalents (e.g. `std::mersenne_twister_engine`)
- // `absl::InsecureBitGen` is not cryptographically secure.
- //
- // Prefer `absl::BitGen` over `absl::InsecureBitGen` as the general type is
- // often fast enough for the vast majority of applications.
- using InsecureBitGen =
- random_internal::NonsecureURBGBase<random_internal::pcg64_2018_engine>;
- // ---------------------------------------------------------------------------
- // absl::InsecureBitGen member functions
- // ---------------------------------------------------------------------------
- // absl::InsecureBitGen::operator()()
- //
- // Calls the InsecureBitGen, returning a generated value.
- // absl::InsecureBitGen::min()
- //
- // Returns the smallest possible value from this bit generator.
- // absl::InsecureBitGen::max()
- //
- // Returns the largest possible value from this bit generator.
- // absl::InsecureBitGen::discard(num)
- //
- // Advances the internal state of this bit generator by `num` times, and
- // discards the intermediate results.
- // ---------------------------------------------------------------------------
- ABSL_NAMESPACE_END
- } // namespace absl
- #endif // ABSL_RANDOM_RANDOM_H_
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