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authorAbseil Team <absl-team@google.com>2019-06-21T20·11-0700
committerGennadiy Rozental <rogeeff@google.com>2019-06-21T20·18-0400
commite9324d926a9189e222741fce6e676f0944661a72 (patch)
treea08568a709940c376454da34c9d8aac021378e5f /absl/random/discrete_distribution.cc
parent43ef2148c0936ebf7cb4be6b19927a9d9d145b8f (diff)
Export of internal Abseil changes.
--
7a6ff16a85beb730c172d5d25cf1b5e1be885c56 by Laramie Leavitt <lar@google.com>:

Internal change.

PiperOrigin-RevId: 254454546

--
ff8f9bafaefc26d451f576ea4a06d150aed63f6f by Andy Soffer <asoffer@google.com>:

Internal changes

PiperOrigin-RevId: 254451562

--
deefc5b651b479ce36f0b4ef203e119c0c8936f2 by CJ Johnson <johnsoncj@google.com>:

Account for subtracting unsigned values from the size of InlinedVector

PiperOrigin-RevId: 254450625

--
3c677316a27bcadc17e41957c809ca472d5fef14 by Andy Soffer <asoffer@google.com>:

Add C++17's std::make_from_tuple to absl/utility/utility.h

PiperOrigin-RevId: 254411573

--
4ee3536a918830eeec402a28fc31a62c7c90b940 by CJ Johnson <johnsoncj@google.com>:

Adds benchmark for the rest of the InlinedVector public API

PiperOrigin-RevId: 254408378

--
e5a21a00700ee83498ff1efbf649169756463ee4 by CJ Johnson <johnsoncj@google.com>:

Updates the definition of InlinedVector::shrink_to_fit() to be exception safe and adds exception safety tests for it.

PiperOrigin-RevId: 254401387

--
2ea82e72b86d82d78b4e4712a63a55981b53c64b by Laramie Leavitt <lar@google.com>:

Use absl::InsecureBitGen in place of std::mt19937
in tests absl/random/...distribution_test.cc

PiperOrigin-RevId: 254289444

--
fa099e02c413a7ffda732415e8105cad26a90337 by Andy Soffer <asoffer@google.com>:

Internal changes

PiperOrigin-RevId: 254286334

--
ce34b7f36933b30cfa35b9c9a5697a792b5666e4 by Andy Soffer <asoffer@google.com>:

Internal changes

PiperOrigin-RevId: 254273059

--
6f9c473da7c2090c2e85a37c5f00622e8a912a89 by Jorg Brown <jorg@google.com>:

Change absl::container_internal::CompressedTuple to instantiate its
internal Storage class with the name of the type it's holding, rather
than the name of the Tuple.  This is not an externally-visible change,
other than less compiler memory is used and less debug information is
generated.

PiperOrigin-RevId: 254269285

--
8bd3c186bf2fc0c55d8a2dd6f28a5327502c9fba by Andy Soffer <asoffer@google.com>:

Adding short-hand IntervalClosed for IntervalClosedClosed and IntervalOpen for
IntervalOpenOpen.

PiperOrigin-RevId: 254252419

--
ea957f99b6a04fccd42aa05605605f3b44b1ecfd by Abseil Team <absl-team@google.com>:

Do not directly use __SIZEOF_INT128__.

In order to avoid linker errors when building with clang-cl (__fixunsdfti, __udivti3 and __fixunssfti are undefined), this CL uses ABSL_HAVE_INTRINSIC_INT128 which is not defined for clang-cl.

PiperOrigin-RevId: 254250739

--
89ab385cd26b34d64130bce856253aaba96d2345 by Andy Soffer <asoffer@google.com>:

Internal changes

PiperOrigin-RevId: 254242321

--
cffc793d93eca6d6bdf7de733847b6ab4a255ae9 by CJ Johnson <johnsoncj@google.com>:

Adds benchmark for InlinedVector::reserve(size_type)

PiperOrigin-RevId: 254199226

--
c90c7a9fa3c8f0c9d5114036979548b055ea2f2a by Gennadiy Rozental <rogeeff@google.com>:

Import of CCTZ from GitHub.

PiperOrigin-RevId: 254072387

--
c4c388beae016c9570ab54ffa1d52660e4a85b7b by Laramie Leavitt <lar@google.com>:

Internal cleanup.

PiperOrigin-RevId: 254062381

--
d3c992e221cc74e5372d0c8fa410170b6a43c062 by Tom Manshreck <shreck@google.com>:

Update distributions.h to Abseil standards

PiperOrigin-RevId: 254054946

--
d15ad0035c34ef11b14fadc5a4a2d3ec415f5518 by CJ Johnson <johnsoncj@google.com>:

Removes functions with only one caller from the implementation details of InlinedVector by manually inlining the definitions

PiperOrigin-RevId: 254005427

--
2f37e807efc3a8ef1f4b539bdd379917d4151520 by Andy Soffer <asoffer@google.com>:

Initial release of Abseil Random

PiperOrigin-RevId: 253999861

--
24ed1694b6430791d781ed533a8f8ccf6cac5856 by CJ Johnson <johnsoncj@google.com>:

Updates the definition of InlinedVector::assign(...)/InlinedVector::operator=(...) to new, exception-safe implementations with exception safety tests to boot

PiperOrigin-RevId: 253993691

--
5613d95f5a7e34a535cfaeadce801441e990843e by CJ Johnson <johnsoncj@google.com>:

Adds benchmarks for InlinedVector::shrink_to_fit()

PiperOrigin-RevId: 253989647

--
2a96ddfdac40bbb8cb6a7f1aeab90917067c6e63 by Abseil Team <absl-team@google.com>:

Initial release of Abseil Random

PiperOrigin-RevId: 253927497

--
bf1aff8fc9ffa921ad74643e9525ecf25b0d8dc1 by Andy Soffer <asoffer@google.com>:

Initial release of Abseil Random

PiperOrigin-RevId: 253920512

--
bfc03f4a3dcda3cf3a4b84bdb84cda24e3394f41 by Laramie Leavitt <lar@google.com>:

Internal change.

PiperOrigin-RevId: 253886486

--
05036cfcc078ca7c5f581a00dfb0daed568cbb69 by Eric Fiselier <ericwf@google.com>:

Don't include `winsock2.h` because it drags in `windows.h` and friends,
and they define awful macros like OPAQUE, ERROR, and more. This has the
potential to break abseil users.

Instead we only forward declare `timeval` and require Windows users
include `winsock2.h` themselves. This is both inconsistent and poor QoI, but so
including 'windows.h' is bad too.

PiperOrigin-RevId: 253852615
GitOrigin-RevId: 7a6ff16a85beb730c172d5d25cf1b5e1be885c56
Change-Id: Icd6aff87da26f29ec8915da856f051129987cef6
Diffstat (limited to 'absl/random/discrete_distribution.cc')
-rw-r--r--absl/random/discrete_distribution.cc96
1 files changed, 96 insertions, 0 deletions
diff --git a/absl/random/discrete_distribution.cc b/absl/random/discrete_distribution.cc
new file mode 100644
index 000000000000..e6c09c5180b3
--- /dev/null
+++ b/absl/random/discrete_distribution.cc
@@ -0,0 +1,96 @@
+// 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.
+
+#include "absl/random/discrete_distribution.h"
+
+namespace absl {
+namespace random_internal {
+
+// Initializes the distribution table for Walker's Aliasing algorithm, described
+// in Knuth, Vol 2. as well as in https://en.wikipedia.org/wiki/Alias_method
+std::vector<std::pair<double, size_t>> InitDiscreteDistribution(
+    std::vector<double>* probabilities) {
+  // The empty-case should already be handled by the constructor.
+  assert(probabilities);
+  assert(!probabilities->empty());
+
+  // Step 1. Normalize the input probabilities to 1.0.
+  double sum = std::accumulate(std::begin(*probabilities),
+                               std::end(*probabilities), 0.0);
+  if (std::fabs(sum - 1.0) > 1e-6) {
+    // Scale `probabilities` only when the sum is too far from 1.0.  Scaling
+    // unconditionally will alter the probabilities slightly.
+    for (double& item : *probabilities) {
+      item = item / sum;
+    }
+  }
+
+  // Step 2. At this point `probabilities` is set to the conditional
+  // probabilities of each element which sum to 1.0, to within reasonable error.
+  // These values are used to construct the proportional probability tables for
+  // the selection phases of Walker's Aliasing algorithm.
+  //
+  // To construct the table, pick an element which is under-full (i.e., an
+  // element for which `(*probabilities)[i] < 1.0/n`), and pair it with an
+  // element which is over-full (i.e., an element for which
+  // `(*probabilities)[i] > 1.0/n`). The smaller value can always be retired.
+  // The larger may still be greater than 1.0/n, or may now be less than 1.0/n,
+  // and put back onto the appropriate collection.
+  const size_t n = probabilities->size();
+  std::vector<std::pair<double, size_t>> q;
+  q.reserve(n);
+
+  std::vector<size_t> over;
+  std::vector<size_t> under;
+  size_t idx = 0;
+  for (const double item : *probabilities) {
+    assert(item >= 0);
+    const double v = item * n;
+    q.emplace_back(v, 0);
+    if (v < 1.0) {
+      under.push_back(idx++);
+    } else {
+      over.push_back(idx++);
+    }
+  }
+  while (!over.empty() && !under.empty()) {
+    auto lo = under.back();
+    under.pop_back();
+    auto hi = over.back();
+    over.pop_back();
+
+    q[lo].second = hi;
+    const double r = q[hi].first - (1.0 - q[lo].first);
+    q[hi].first = r;
+    if (r < 1.0) {
+      under.push_back(hi);
+    } else {
+      over.push_back(hi);
+    }
+  }
+
+  // Due to rounding errors, there may be un-paired elements in either
+  // collection; these should all be values near 1.0.  For these values, set `q`
+  // to 1.0 and set the alternate to the identity.
+  for (auto i : over) {
+    q[i] = {1.0, i};
+  }
+  for (auto i : under) {
+    q[i] = {1.0, i};
+  }
+  return q;
+}
+
+}  // namespace random_internal
+}  // namespace absl