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Add Entropies typedef

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This commit is contained in:
Robert Schulze 2023-05-08 12:37:28 +00:00
parent d2dc5e9fc8
commit 6a454ed6c3
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1 changed files with 5 additions and 8 deletions
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13
src/Functions/EntropyLearnedHash.cpp
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@ -30,6 +30,7 @@ namespace
using Key = String;
using PartialKeyPositions = std::vector<size_t>;
using Entropies = std::vector<size_t>;
Key getPartialKey(std::string_view key, const PartialKeyPositions & partial_key_positions, Key & result)
{
@ -99,23 +100,18 @@ std::pair<size_t, size_t> nextByte(const std::vector<Key> & keys, size_t max_len
// return nextByte(keys, max_len, chosen_bytes);
// }
std::pair<PartialKeyPositions, std::vector<size_t>> chooseBytes(const std::vector<Key> & train_data)
std::pair<PartialKeyPositions, Entropies> chooseBytes(const std::vector<Key> & train_data)
{
if (train_data.size() <= 1)
return {};
// position contains numbers of chosen bytes
PartialKeyPositions partial_key_positions;
Entropies entropies;
// entropies contains entropies of keys after each new chosen byte
std::vector<size_t> entropies;
// max_len is a maximal length of any key in train_data
size_t max_len = 0;
size_t max_len = 0; /// length of the longest key in training data
for (const auto & key : train_data)
max_len = std::max(max_len, key.size());
// while not all partial keys unique, choose new byte and recalculate the entropy
while (!allPartialKeysAreUnique(train_data, partial_key_positions))
{
auto [new_position, new_entropy] = nextByte(train_data, max_len, partial_key_positions);
@ -198,6 +194,7 @@ public:
{
const size_t num_rows = col_data_string->size();
/// TODO this does some needless copying ... chooseBytes() should ideally understand the native ColumnString representation
std::vector<Key> training_data;
for (size_t i = 0; i < num_rows; ++i)
{