blob: 2da4ca74cfd0fcb08378f766c08fd013abda846b [file] [log] [blame]
/*
* Copyright (c) 2018 The WebRTC project authors. All Rights Reserved.
*
* Use of this source code is governed by a BSD-style license
* that can be found in the LICENSE file in the root of the source
* tree. An additional intellectual property rights grant can be found
* in the file PATENTS. All contributing project authors may
* be found in the AUTHORS file in the root of the source tree.
*/
#include "logging/rtc_event_log/encoder/delta_encoding.h"
#include <algorithm>
#include <limits>
#include <memory>
#include <utility>
#include "absl/memory/memory.h"
#include "rtc_base/bitbuffer.h"
#include "rtc_base/checks.h"
#include "rtc_base/constructormagic.h"
#include "rtc_base/logging.h"
#include "rtc_base/numerics/safe_conversions.h"
namespace webrtc {
namespace {
// TODO(eladalon): Only build the decoder in tools and unit tests.
size_t BitsToBytes(size_t bits) {
return (bits / 8) + (bits % 8 > 0 ? 1 : 0);
}
// TODO(eladalon): Replace by something more efficient.
uint64_t BitWidth(uint64_t input) {
uint64_t width = 0;
do { // input == 0 -> width == 1
width += 1;
input >>= 1;
} while (input != 0);
return width;
}
// Return the maximum integer of a given bit width.
// Examples:
// MaxValueOfBitWidth(1) = 0x01
// MaxValueOfBitWidth(6) = 0x3f
// MaxValueOfBitWidth(8) = 0xff
// MaxValueOfBitWidth(32) = 0xffffffff
uint64_t MaxValueOfBitWidth(uint64_t bit_width) {
RTC_DCHECK_GE(bit_width, 1);
RTC_DCHECK_LE(bit_width, 64);
return (bit_width == 64) ? std::numeric_limits<uint64_t>::max()
: ((static_cast<uint64_t>(1) << bit_width) - 1);
}
// Computes the delta between |previous| and |current|, under the assumption
// that wrap-around occurs after width |bit_width| is exceeded.
uint64_t ComputeDelta(uint64_t previous, uint64_t current, uint64_t width) {
RTC_DCHECK(width == 64 || current < (static_cast<uint64_t>(1) << width));
RTC_DCHECK(width == 64 || previous < (static_cast<uint64_t>(1) << width));
if (current >= previous) {
// Simply "walk" forward.
return current - previous;
} else { // previous > current
// "Walk" until the max value, one more step to 0, then to |current|.
return (MaxValueOfBitWidth(width) - previous) + 1 + current;
}
}
// Determines the encoding type (e.g. fixed-size encoding).
// Given an encoding type, may also distinguish between some variants of it
// (e.g. which fields of the fixed-size encoding are explicitly mentioned by
// the header, and which are implicitly assumed to hold certain default values).
enum class EncodingType {
kFixedSizeUnsignedDeltasNoEarlyWrapNoOpt = 0,
kFixedSizeSignedDeltasEarlyWrapAndOptSupported = 1,
kReserved1 = 2,
kReserved2 = 3,
kNumberOfEncodingTypes // Keep last
};
// The width of each field in the encoding header. Note that this is the
// width in case the field exists; not all fields occur in all encoding types.
constexpr size_t kBitsInHeaderForEncodingType = 2;
constexpr size_t kBitsInHeaderForDeltaWidthBits = 6;
constexpr size_t kBitsInHeaderForSignedDeltas = 1;
constexpr size_t kBitsInHeaderForValuesOptional = 1;
constexpr size_t kBitsInHeaderForOriginalWidthBits = 6;
static_assert(static_cast<size_t>(EncodingType::kNumberOfEncodingTypes) <=
1 << kBitsInHeaderForEncodingType,
"Not all encoding types fit.");
// Default values for when the encoding header does not specify explicitly.
constexpr bool kDefaultSignedDeltas = false;
constexpr bool kDefaultValuesOptional = false;
constexpr uint64_t kDefaultOriginalWidthBits = 64;
// Wrap BitBufferWriter and extend its functionality by (1) keeping track of
// the number of bits written and (2) owning its buffer.
class BitWriter final {
public:
explicit BitWriter(size_t byte_count)
: buffer_(byte_count, '\0'),
bit_writer_(reinterpret_cast<uint8_t*>(&buffer_[0]), buffer_.size()),
written_bits_(0),
valid_(true) {
RTC_DCHECK_GT(byte_count, 0);
}
void WriteBits(uint64_t val, size_t bit_count) {
RTC_DCHECK(valid_);
const bool success = bit_writer_.WriteBits(val, bit_count);
RTC_DCHECK(success);
written_bits_ += bit_count;
}
// Returns everything that was written so far.
// Nothing more may be written after this is called.
std::string GetString() {
RTC_DCHECK(valid_);
valid_ = false;
buffer_.resize(BitsToBytes(written_bits_));
written_bits_ = 0;
std::string result;
std::swap(buffer_, result);
return result;
}
private:
std::string buffer_;
rtc::BitBufferWriter bit_writer_;
// Note: Counting bits instead of bytes wraps around earlier than it has to,
// which means the maximum length is lower than it could be. We don't expect
// to go anywhere near the limit, though, so this is good enough.
size_t written_bits_;
bool valid_;
RTC_DISALLOW_COPY_AND_ASSIGN(BitWriter);
};
// Parameters for fixed-size delta-encoding/decoding.
// These are tailored for the sequence which will be encoded (e.g. widths).
struct FixedLengthEncodingParameters final {
FixedLengthEncodingParameters(uint64_t delta_width_bits,
bool signed_deltas,
bool values_optional,
uint64_t original_width_bits)
: delta_width_bits(delta_width_bits),
signed_deltas(signed_deltas),
values_optional(values_optional),
original_width_bits(original_width_bits) {}
// Number of bits necessary to hold the widest(*) of the deltas between the
// values in the sequence.
// (*) - Widest might not be the largest, if signed deltas are used.
uint64_t delta_width_bits;
// Whether deltas are signed.
// TODO(eladalon): Add support for signed deltas.
bool signed_deltas;
// Whether the values of the sequence are optional. That is, it may be
// that some of them do not have a value (not even a sentinel value indicating
// invalidity).
// TODO(eladalon): Add support for optional elements.
bool values_optional;
// Number of bits necessary to hold the largest value in the sequence.
uint64_t original_width_bits;
};
// Performs delta-encoding of a single (non-empty) sequence of values, using
// an encoding where all deltas are encoded using the same number of bits.
// (With the exception of optional elements; those are encoded as a bit vector
// with one bit per element, plus a fixed number of bits for every element that
// has a value.)
class FixedLengthDeltaEncoder final {
public:
// See webrtc::EncodeDeltas() for general details.
// This function return a bit pattern that would allow the decoder to
// determine whether it was produced by FixedLengthDeltaEncoder, and can
// therefore be decoded by FixedLengthDeltaDecoder, or whether it was produced
// by a different encoder.
static std::string EncodeDeltas(uint64_t base,
const std::vector<uint64_t>& values);
private:
// FixedLengthDeltaEncoder objects are to be created by EncodeDeltas() and
// released by it before it returns. They're mostly a convenient way to
// avoid having to pass a lot of state between different functions.
// Therefore, it was deemed acceptable to let them have a reference to
// |values|, whose lifetime must exceed the lifetime of |this|.
FixedLengthDeltaEncoder(const FixedLengthEncodingParameters& params,
uint64_t base,
const std::vector<uint64_t>& values);
// Perform delta-encoding using the parameters given to the ctor on the
// sequence of values given to the ctor.
std::string Encode();
// Exact lengths.
size_t OutputLengthBytes() const;
size_t HeaderLengthBits() const;
size_t EncodedDeltasLengthBits() const;
// Encode the compression parameters into the stream.
void EncodeHeader();
// Encode a given delta into the stream.
void EncodeDelta(uint64_t previous, uint64_t current);
// The parameters according to which encoding will be done (width of
// fields, whether signed deltas should be used, etc.)
const FixedLengthEncodingParameters params_;
// The encoding scheme assumes that at least one value is transmitted OOB,
// so that the first value can be encoded as a delta from that OOB value,
// which is |base_|.
const uint64_t base_;
// The values to be encoded.
// Note: This is a non-owning reference. See comment above ctor for details.
const std::vector<uint64_t>& values_;
// Buffer into which encoded values will be written.
// This is created dynmically as a way to enforce that the rest of the
// ctor has finished running when this is constructed, so that the lower
// bound on the buffer size would be guaranteed correct.
std::unique_ptr<BitWriter> writer_;
RTC_DISALLOW_COPY_AND_ASSIGN(FixedLengthDeltaEncoder);
};
// TODO(eladalon): Reduce the number of passes.
std::string FixedLengthDeltaEncoder::EncodeDeltas(
uint64_t base,
const std::vector<uint64_t>& values) {
RTC_DCHECK(!values.empty());
bool non_decreasing = base <= values[0];
uint64_t max_value_including_base = std::max(base, values[0]);
for (size_t i = 1; i < values.size(); ++i) {
non_decreasing &= (values[i - 1] <= values[i]);
max_value_including_base = std::max(max_value_including_base, values[i]);
}
// If the sequence is non-decreasing, it may be assumed to have width = 64;
// there's no reason to encode the actual max width in the encoding header.
const uint64_t original_width_bits =
non_decreasing ? 64 : BitWidth(max_value_including_base);
uint64_t max_unsigned_delta =
ComputeDelta(base, values[0], original_width_bits);
for (size_t i = 1; i < values.size(); ++i) {
const uint64_t unsigned_delta =
ComputeDelta(values[i - 1], values[i], original_width_bits);
max_unsigned_delta = std::max(unsigned_delta, max_unsigned_delta);
}
// We indicate the special case of all values being equal to the base with
// the empty string.
if (max_unsigned_delta == 0) {
RTC_DCHECK(std::all_of(values.cbegin(), values.cend(),
[base](uint64_t val) { return val == base; }));
return std::string();
}
const uint64_t delta_width_bits_unsigned = BitWidth(max_unsigned_delta);
// This will prevent the use of signed deltas, by always assuming
// they will not provide value over unsigned.
// TODO(eladalon): Add support for signed deltas.
const uint64_t delta_width_bits_signed = 64;
// Note: Preference for unsigned if the two have the same width (efficiency).
const bool signed_deltas =
delta_width_bits_signed < delta_width_bits_unsigned;
const uint64_t delta_width_bits =
signed_deltas ? delta_width_bits_signed : delta_width_bits_unsigned;
const bool values_optional = false;
FixedLengthEncodingParameters params(delta_width_bits, signed_deltas,
values_optional, original_width_bits);
FixedLengthDeltaEncoder encoder(params, base, values);
return encoder.Encode();
}
FixedLengthDeltaEncoder::FixedLengthDeltaEncoder(
const FixedLengthEncodingParameters& params,
uint64_t base,
const std::vector<uint64_t>& values)
: params_(params), base_(base), values_(values) {
RTC_DCHECK_GE(params_.delta_width_bits, 1);
RTC_DCHECK_LE(params_.delta_width_bits, 64);
RTC_DCHECK_GE(params_.original_width_bits, 1);
RTC_DCHECK_LE(params_.original_width_bits, 64);
RTC_DCHECK_LE(params_.delta_width_bits, params_.original_width_bits);
RTC_DCHECK(!values_.empty());
writer_ = absl::make_unique<BitWriter>(OutputLengthBytes());
}
std::string FixedLengthDeltaEncoder::Encode() {
EncodeHeader();
uint64_t previous = base_;
for (uint64_t value : values_) {
EncodeDelta(previous, value);
previous = value;
}
return writer_->GetString();
}
size_t FixedLengthDeltaEncoder::OutputLengthBytes() const {
const size_t length_bits = HeaderLengthBits() + EncodedDeltasLengthBits();
return BitsToBytes(length_bits);
}
size_t FixedLengthDeltaEncoder::HeaderLengthBits() const {
if (params_.signed_deltas == kDefaultSignedDeltas &&
params_.values_optional == kDefaultValuesOptional &&
params_.original_width_bits == kDefaultOriginalWidthBits) {
return kBitsInHeaderForEncodingType + kBitsInHeaderForDeltaWidthBits;
} else {
return kBitsInHeaderForEncodingType + kBitsInHeaderForDeltaWidthBits +
kBitsInHeaderForSignedDeltas + kBitsInHeaderForValuesOptional +
kBitsInHeaderForOriginalWidthBits;
}
}
size_t FixedLengthDeltaEncoder::EncodedDeltasLengthBits() const {
// TODO(eladalon): When optional values are supported, iterate over the
// deltas to check the exact cost of each.
RTC_DCHECK(!params_.values_optional);
return values_.size() * params_.delta_width_bits;
}
void FixedLengthDeltaEncoder::EncodeHeader() {
RTC_DCHECK(writer_);
const EncodingType encoding_type =
(params_.original_width_bits == kDefaultOriginalWidthBits &&
params_.signed_deltas == kDefaultSignedDeltas &&
params_.values_optional == kDefaultValuesOptional)
? EncodingType::kFixedSizeUnsignedDeltasNoEarlyWrapNoOpt
: EncodingType::kFixedSizeSignedDeltasEarlyWrapAndOptSupported;
writer_->WriteBits(static_cast<uint64_t>(encoding_type),
kBitsInHeaderForEncodingType);
// Note: Since it's meaningless for a field to be of width 0, when it comes
// to fields that relate widths, we encode width 1 as 0, width 2 as 1,
writer_->WriteBits(params_.delta_width_bits - 1,
kBitsInHeaderForDeltaWidthBits);
if (encoding_type == EncodingType::kFixedSizeUnsignedDeltasNoEarlyWrapNoOpt) {
return;
}
writer_->WriteBits(static_cast<uint64_t>(params_.signed_deltas),
kBitsInHeaderForSignedDeltas);
writer_->WriteBits(static_cast<uint64_t>(params_.values_optional),
kBitsInHeaderForValuesOptional);
writer_->WriteBits(params_.original_width_bits - 1,
kBitsInHeaderForOriginalWidthBits);
}
void FixedLengthDeltaEncoder::EncodeDelta(uint64_t previous, uint64_t current) {
RTC_DCHECK(writer_);
writer_->WriteBits(
ComputeDelta(previous, current, params_.original_width_bits),
params_.delta_width_bits);
}
// Perform decoding of a a delta-encoded stream, extracting the original
// sequence of values.
class FixedLengthDeltaDecoder final {
public:
// Checks whether FixedLengthDeltaDecoder is a suitable decoder for this
// bitstream. Note that this does NOT imply that stream is valid, and will
// be decoded successfully. It DOES imply that all other decoder classes
// will fail to decode this input, though.
static bool IsSuitableDecoderFor(const std::string& input);
// Assuming that |input| is the result of fixed-size delta-encoding
// that took place with the same value to |base| and over |num_of_deltas|
// original values, this will return the sequence of original values.
// If an error occurs (can happen if |input| is corrupt), an empty
// vector will be returned.
static std::vector<uint64_t> DecodeDeltas(const std::string& input,
uint64_t base,
size_t num_of_deltas);
private:
// Reads the encoding header in |input| and returns a FixedLengthDeltaDecoder
// with the corresponding configuration, that can be used to decode the
// values in |input|.
// If the encoding header is corrupt (contains an illegal configuration),
// nullptr will be returned.
// When a valid FixedLengthDeltaDecoder is returned, this does not mean that
// the entire stream is free of error. Rather, only the encoding header is
// examined and guaranteed.
static std::unique_ptr<FixedLengthDeltaDecoder>
Create(const std::string& input, uint64_t base, size_t num_of_deltas);
// FixedLengthDeltaDecoder objects are to be created by DecodeDeltas() and
// released by it before it returns. They're mostly a convenient way to
// avoid having to pass a lot of state between different functions.
// Therefore, it was deemed acceptable that |reader| does not own the buffer
// it reads, meaning the lifetime of |this| must not exceed the lifetime
// of |reader|'s underlying buffer.
FixedLengthDeltaDecoder(std::unique_ptr<rtc::BitBuffer> reader,
const FixedLengthEncodingParameters& params,
uint64_t base,
size_t num_of_deltas);
// Perform the decoding using the parameters given to the ctor.
std::vector<uint64_t> Decode();
// Attempt to parse a delta from the input reader.
// Returns true/false for success/failure.
// Writes the delta into |delta| if successful.
bool ParseDelta(uint64_t* delta);
// Add |delta| to |base| to produce the next value in a sequence.
// The delta is applied as signed/unsigned depending on the parameters
// given to the ctor. Wrap-around is taken into account according to the
// values' width, as specified by the aforementioned encoding parameters.
uint64_t ApplyDelta(uint64_t base, uint64_t delta) const;
// Reader of the input stream to be decoded. Does not own that buffer.
// See comment above ctor for details.
const std::unique_ptr<rtc::BitBuffer> reader_;
// The parameters according to which encoding will be done (width of
// fields, whether signed deltas should be used, etc.)
const FixedLengthEncodingParameters params_;
// The encoding scheme assumes that at least one value is transmitted OOB,
// so that the first value can be encoded as a delta from that OOB value,
// which is |base_|.
const uint64_t base_;
// The number of values to be known to be decoded.
const size_t num_of_deltas_;
// Bit mask corresponding to |params_.original_width_bits|. That is, the bits
// necessary for encoding all of the values in the encoded sequence are on.
// Used as an optimization.
const uint64_t value_mask_;
RTC_DISALLOW_COPY_AND_ASSIGN(FixedLengthDeltaDecoder);
};
bool FixedLengthDeltaDecoder::IsSuitableDecoderFor(const std::string& input) {
if (input.length() < kBitsInHeaderForEncodingType) {
return false;
}
rtc::BitBuffer reader(reinterpret_cast<const uint8_t*>(&input[0]),
kBitsInHeaderForEncodingType);
uint32_t encoding_type_bits;
const bool result =
reader.ReadBits(&encoding_type_bits, kBitsInHeaderForEncodingType);
RTC_DCHECK(result);
const auto encoding_type = static_cast<EncodingType>(encoding_type_bits);
return encoding_type ==
EncodingType::kFixedSizeUnsignedDeltasNoEarlyWrapNoOpt ||
encoding_type ==
EncodingType::kFixedSizeSignedDeltasEarlyWrapAndOptSupported;
}
std::vector<uint64_t> FixedLengthDeltaDecoder::DecodeDeltas(
const std::string& input,
uint64_t base,
size_t num_of_deltas) {
auto decoder = FixedLengthDeltaDecoder::Create(input, base, num_of_deltas);
if (!decoder) {
return std::vector<uint64_t>();
}
return decoder->Decode();
}
std::unique_ptr<FixedLengthDeltaDecoder> FixedLengthDeltaDecoder::Create(
const std::string& input,
uint64_t base,
size_t num_of_deltas) {
if (input.length() < kBitsInHeaderForEncodingType) {
return nullptr;
}
auto reader = absl::make_unique<rtc::BitBuffer>(
reinterpret_cast<const uint8_t*>(&input[0]), input.length());
// Encoding type
uint32_t encoding_type_bits;
const bool result =
reader->ReadBits(&encoding_type_bits, kBitsInHeaderForEncodingType);
RTC_DCHECK(result);
const EncodingType encoding = static_cast<EncodingType>(encoding_type_bits);
if (encoding != EncodingType::kFixedSizeUnsignedDeltasNoEarlyWrapNoOpt &&
encoding !=
EncodingType::kFixedSizeSignedDeltasEarlyWrapAndOptSupported) {
RTC_LOG(LS_WARNING) << "Unrecognized encoding type.";
return nullptr;
}
uint32_t read_buffer;
// delta_width_bits
if (!reader->ReadBits(&read_buffer, kBitsInHeaderForDeltaWidthBits)) {
return nullptr;
}
RTC_DCHECK_LE(read_buffer, 64 - 1); // See encoding for -1's rationale.
const uint64_t delta_width_bits =
read_buffer + 1; // See encoding for +1's rationale.
// signed_deltas, values_optional, original_width_bits
bool signed_deltas;
bool values_optional;
uint64_t original_width_bits;
if (encoding == EncodingType::kFixedSizeUnsignedDeltasNoEarlyWrapNoOpt) {
signed_deltas = kDefaultSignedDeltas;
values_optional = kDefaultValuesOptional;
original_width_bits = kDefaultOriginalWidthBits;
} else {
// signed_deltas
if (!reader->ReadBits(&read_buffer, kBitsInHeaderForSignedDeltas)) {
return nullptr;
}
signed_deltas = rtc::dchecked_cast<bool>(read_buffer);
if (signed_deltas) {
RTC_LOG(LS_WARNING) << "Not implemented.";
return nullptr;
}
// values_optional
if (!reader->ReadBits(&read_buffer, kBitsInHeaderForValuesOptional)) {
return nullptr;
}
RTC_DCHECK_LE(read_buffer, 1);
values_optional = rtc::dchecked_cast<bool>(read_buffer);
if (values_optional) {
RTC_LOG(LS_WARNING) << "Not implemented.";
return nullptr;
}
// original_width_bits
if (!reader->ReadBits(&read_buffer, kBitsInHeaderForOriginalWidthBits)) {
return nullptr;
}
RTC_DCHECK_LE(read_buffer, 64 - 1); // See encoding for -1's rationale.
original_width_bits = read_buffer + 1; // See encoding for +1's rationale.
}
FixedLengthEncodingParameters params(delta_width_bits, signed_deltas,
values_optional, original_width_bits);
return absl::WrapUnique(new FixedLengthDeltaDecoder(std::move(reader), params,
base, num_of_deltas));
}
FixedLengthDeltaDecoder::FixedLengthDeltaDecoder(
std::unique_ptr<rtc::BitBuffer> reader,
const FixedLengthEncodingParameters& params,
uint64_t base,
size_t num_of_deltas)
: reader_(std::move(reader)),
params_(params),
base_(base),
num_of_deltas_(num_of_deltas),
value_mask_(MaxValueOfBitWidth(params_.original_width_bits)) {
RTC_DCHECK(reader_);
// TODO(eladalon): Support signed deltas.
RTC_DCHECK(!params.signed_deltas) << "Not implemented.";
// TODO(eladalon): Support optional values.
RTC_DCHECK(!params.values_optional) << "Not implemented.";
}
std::vector<uint64_t> FixedLengthDeltaDecoder::Decode() {
std::vector<uint64_t> values(num_of_deltas_);
uint64_t previous = base_;
for (size_t i = 0; i < num_of_deltas_; ++i) {
uint64_t delta;
if (!ParseDelta(&delta)) {
return std::vector<uint64_t>();
}
values[i] = ApplyDelta(previous, delta);
previous = values[i];
}
return values;
}
bool FixedLengthDeltaDecoder::ParseDelta(uint64_t* delta) {
RTC_DCHECK(reader_);
RTC_DCHECK(!params_.signed_deltas) << "Not implemented."; // Reminder.
RTC_DCHECK(!params_.values_optional) << "Not implemented."; // Reminder.
// BitBuffer and BitBufferWriter read/write higher bits before lower bits.
const size_t lower_bit_count =
std::min<uint64_t>(params_.delta_width_bits, 32u);
const size_t higher_bit_count =
(params_.delta_width_bits <= 32u) ? 0 : params_.delta_width_bits - 32u;
uint32_t lower_bits;
uint32_t higher_bits;
if (higher_bit_count > 0) {
if (!reader_->ReadBits(&higher_bits, higher_bit_count)) {
RTC_LOG(LS_WARNING) << "Failed to read higher half of delta.";
return false;
}
} else {
higher_bits = 0;
}
if (!reader_->ReadBits(&lower_bits, lower_bit_count)) {
RTC_LOG(LS_WARNING) << "Failed to read lower half of delta.";
return false;
}
const uint64_t lower_bits_64 = static_cast<uint64_t>(lower_bits);
const uint64_t higher_bits_64 = static_cast<uint64_t>(higher_bits);
*delta = (higher_bits_64 << 32) | lower_bits_64;
return true;
}
uint64_t FixedLengthDeltaDecoder::ApplyDelta(uint64_t base,
uint64_t delta) const {
RTC_DCHECK(!params_.signed_deltas) << "Not implemented."; // Reminder.
RTC_DCHECK(!params_.values_optional) << "Not implemented."; // Reminder.
RTC_DCHECK_LE(base, MaxValueOfBitWidth(params_.original_width_bits));
RTC_DCHECK_LE(delta, MaxValueOfBitWidth(params_.delta_width_bits));
RTC_DCHECK_LE(params_.delta_width_bits,
params_.original_width_bits); // Reminder.
return (base + delta) & value_mask_;
}
} // namespace
std::string EncodeDeltas(uint64_t base, const std::vector<uint64_t>& values) {
// TODO(eladalon): Support additional encodings.
return FixedLengthDeltaEncoder::EncodeDeltas(base, values);
}
std::vector<uint64_t> DecodeDeltas(const std::string& input,
uint64_t base,
size_t num_of_deltas) {
RTC_DCHECK_GT(num_of_deltas, 0); // Allows empty vector to indicate error.
// The empty string is a special case indicating that all values were equal
// to the base.
if (input.empty()) {
std::vector<uint64_t> result(num_of_deltas);
std::fill(result.begin(), result.end(), base);
return result;
}
if (FixedLengthDeltaDecoder::IsSuitableDecoderFor(input)) {
return FixedLengthDeltaDecoder::DecodeDeltas(input, base, num_of_deltas);
}
RTC_LOG(LS_WARNING) << "Could not decode delta-encoded stream.";
return std::vector<uint64_t>();
}
} // namespace webrtc