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-rw-r--r--contrib/epee/include/rolling_median.h236
-rw-r--r--src/cryptonote_core/blockchain.cpp56
-rw-r--r--src/cryptonote_core/blockchain.h13
-rw-r--r--src/daemon/rpc_command_executor.cpp2
-rw-r--r--tests/unit_tests/CMakeLists.txt1
-rw-r--r--tests/unit_tests/rolling_median.cpp202
6 files changed, 476 insertions, 34 deletions
diff --git a/contrib/epee/include/rolling_median.h b/contrib/epee/include/rolling_median.h
new file mode 100644
index 000000000..8b5a82a84
--- /dev/null
+++ b/contrib/epee/include/rolling_median.h
@@ -0,0 +1,236 @@
+// Copyright (c) 2019, The Monero Project
+//
+// All rights reserved.
+//
+// Redistribution and use in source and binary forms, with or without modification, are
+// permitted provided that the following conditions are met:
+//
+// 1. Redistributions of source code must retain the above copyright notice, this list of
+// conditions and the following disclaimer.
+//
+// 2. Redistributions in binary form must reproduce the above copyright notice, this list
+// of conditions and the following disclaimer in the documentation and/or other
+// materials provided with the distribution.
+//
+// 3. Neither the name of the copyright holder nor the names of its contributors may be
+// used to endorse or promote products derived from this software without specific
+// prior written permission.
+//
+// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
+// EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+// MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL
+// THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+// STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF
+// THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+//
+// Adapted from source by AShelly:
+// Copyright (c) 2011 ashelly.myopenid.com, licenced under the MIT licence
+// https://stackoverflow.com/questions/5527437/rolling-median-in-c-turlach-implementation
+// https://stackoverflow.com/questions/1309263/rolling-median-algorithm-in-c
+// https://ideone.com/XPbl6
+
+#pragma once
+
+#include <stdlib.h>
+#include <stdint.h>
+
+namespace epee
+{
+namespace misc_utils
+{
+
+template<typename Item>
+struct rolling_median_t
+{
+private:
+ Item* data; //circular queue of values
+ int* pos; //index into `heap` for each value
+ int* heap; //max/median/min heap holding indexes into `data`.
+ int N; //allocated size.
+ int idx; //position in circular queue
+ int minCt; //count of items in min heap
+ int maxCt; //count of items in max heap
+ int sz; //count of items in heap
+
+private:
+
+ //returns true if heap[i] < heap[j]
+ bool mmless(int i, int j) const
+ {
+ return data[heap[i]] < data[heap[j]];
+ }
+
+ //swaps items i&j in heap, maintains indexes
+ bool mmexchange(int i, int j)
+ {
+ const int t = heap[i];
+ heap[i] = heap[j];
+ heap[j] = t;
+ pos[heap[i]] = i;
+ pos[heap[j]] = j;
+ return 1;
+ }
+
+ //swaps items i&j if i<j; returns true if swapped
+ bool mmCmpExch(int i, int j)
+ {
+ return mmless(i, j) && mmexchange(i, j);
+ }
+
+ //maintains minheap property for all items below i.
+ void minSortDown(int i)
+ {
+ for (i *= 2; i <= minCt; i *= 2)
+ {
+ if (i < minCt && mmless(i + 1, i))
+ ++i;
+ if (!mmCmpExch(i, i / 2))
+ break;
+ }
+ }
+
+ //maintains maxheap property for all items below i. (negative indexes)
+ void maxSortDown(int i)
+ {
+ for (i *= 2; i >= -maxCt; i *= 2)
+ {
+ if (i > -maxCt && mmless(i, i - 1))
+ --i;
+ if (!mmCmpExch(i / 2, i))
+ break;
+ }
+ }
+
+ //maintains minheap property for all items above i, including median
+ //returns true if median changed
+ bool minSortUp(int i)
+ {
+ while (i > 0 && mmCmpExch(i, i / 2))
+ i /= 2;
+ return i == 0;
+ }
+
+ //maintains maxheap property for all items above i, including median
+ //returns true if median changed
+ bool maxSortUp(int i)
+ {
+ while (i < 0 && mmCmpExch(i / 2, i))
+ i /= 2;
+ return i == 0;
+ }
+
+protected:
+ rolling_median_t &operator=(const rolling_median_t&) = delete;
+ rolling_median_t(const rolling_median_t&) = delete;
+
+public:
+ //creates new rolling_median_t: to calculate `nItems` running median.
+ rolling_median_t(size_t N): N(N)
+ {
+ int size = N * (sizeof(Item) + sizeof(int) * 2);
+ data = (Item*)malloc(size);
+ pos = (int*) (data + N);
+ heap = pos + N + (N / 2); //points to middle of storage.
+ clear();
+ }
+
+ rolling_median_t(rolling_median_t &&m)
+ {
+ free(data);
+ memcpy(this, &m, sizeof(rolling_median_t));
+ m.data = NULL;
+ }
+ rolling_median_t &operator=(rolling_median_t &&m)
+ {
+ free(data);
+ memcpy(this, &m, sizeof(rolling_median_t));
+ m.data = NULL;
+ return *this;
+ }
+
+ ~rolling_median_t()
+ {
+ free(data);
+ }
+
+ void clear()
+ {
+ idx = 0;
+ minCt = 0;
+ maxCt = 0;
+ sz = 0;
+ int nItems = N;
+ while (nItems--) //set up initial heap fill pattern: median,max,min,max,...
+ {
+ pos[nItems] = ((nItems + 1) / 2) * ((nItems & 1) ? -1 : 1);
+ heap[pos[nItems]] = nItems;
+ }
+ }
+
+ int size() const
+ {
+ return sz;
+ }
+
+ //Inserts item, maintains median in O(lg nItems)
+ void insert(Item v)
+ {
+ int p = pos[idx];
+ Item old = data[idx];
+ data[idx] = v;
+ idx = (idx + 1) % N;
+ sz = std::min<int>(sz + 1, N);
+ if (p > 0) //new item is in minHeap
+ {
+ if (minCt < (N - 1) / 2)
+ {
+ ++minCt;
+ }
+ else if (v > old)
+ {
+ minSortDown(p);
+ return;
+ }
+ if (minSortUp(p) && mmCmpExch(0, -1))
+ maxSortDown(-1);
+ }
+ else if (p < 0) //new item is in maxheap
+ {
+ if (maxCt < N / 2)
+ {
+ ++maxCt;
+ }
+ else if (v < old)
+ {
+ maxSortDown(p);
+ return;
+ }
+ if (maxSortUp(p) && minCt && mmCmpExch(1, 0))
+ minSortDown(1);
+ }
+ else //new item is at median
+ {
+ if (maxCt && maxSortUp(-1))
+ maxSortDown(-1);
+ if (minCt && minSortUp(1))
+ minSortDown(1);
+ }
+ }
+
+ //returns median item (or average of 2 when item count is even)
+ Item median() const
+ {
+ Item v = data[heap[0]];
+ if (minCt < maxCt)
+ {
+ v = (v + data[heap[-1]]) / 2;
+ }
+ return v;
+ }
+};
+
+}
+}
diff --git a/src/cryptonote_core/blockchain.cpp b/src/cryptonote_core/blockchain.cpp
index f733efb2f..32e94ad09 100644
--- a/src/cryptonote_core/blockchain.cpp
+++ b/src/cryptonote_core/blockchain.cpp
@@ -179,6 +179,7 @@ Blockchain::Blockchain(tx_memory_pool& tx_pool) :
m_long_term_block_weights_window(CRYPTONOTE_LONG_TERM_BLOCK_WEIGHT_WINDOW_SIZE),
m_long_term_effective_median_block_weight(0),
m_long_term_block_weights_cache_tip_hash(crypto::null_hash),
+ m_long_term_block_weights_cache_rolling_median(CRYPTONOTE_LONG_TERM_BLOCK_WEIGHT_WINDOW_SIZE),
m_difficulty_for_next_block_top_hash(crypto::null_hash),
m_difficulty_for_next_block(1),
m_btc_valid(false)
@@ -519,7 +520,10 @@ bool Blockchain::init(BlockchainDB* db, const network_type nettype, bool offline
}
if (test_options && test_options->long_term_block_weight_window)
+ {
m_long_term_block_weights_window = test_options->long_term_block_weight_window;
+ m_long_term_block_weights_cache_rolling_median = epee::misc_utils::rolling_median_t<uint64_t>(m_long_term_block_weights_window);
+ }
{
db_txn_guard txn_guard(m_db, m_db->is_read_only());
@@ -1283,21 +1287,20 @@ void Blockchain::get_last_n_blocks_weights(std::vector<uint64_t>& weights, size_
weights = m_db->get_block_weights(start_offset, count);
}
//------------------------------------------------------------------
-void Blockchain::get_long_term_block_weights(std::vector<uint64_t>& weights, uint64_t start_height, size_t count) const
+uint64_t Blockchain::get_long_term_block_weight_median(uint64_t start_height, size_t count) const
{
LOG_PRINT_L3("Blockchain::" << __func__);
CRITICAL_REGION_LOCAL(m_blockchain_lock);
PERF_TIMER(get_long_term_block_weights);
- if (count == 0)
- return;
+ CHECK_AND_ASSERT_THROW_MES(count > 0, "count == 0");
bool cached = false;
uint64_t blockchain_height = m_db->height();
uint64_t tip_height = start_height + count - 1;
crypto::hash tip_hash = crypto::null_hash;
- if (tip_height < blockchain_height && count == m_long_term_block_weights_cache.size())
+ if (tip_height < blockchain_height && count == (size_t)m_long_term_block_weights_cache_rolling_median.size())
{
tip_hash = m_db->get_block_hash_from_height(tip_height);
cached = tip_hash == m_long_term_block_weights_cache_tip_hash;
@@ -1306,32 +1309,30 @@ void Blockchain::get_long_term_block_weights(std::vector<uint64_t>& weights, uin
if (cached)
{
MTRACE("requesting " << count << " from " << start_height << ", cached");
- weights = m_long_term_block_weights_cache;
- return;
+ return m_long_term_block_weights_cache_rolling_median.median();
}
// in the vast majority of uncached cases, most is still cached,
// as we just move the window one block up:
- if (tip_height > 0 && count == m_long_term_block_weights_cache.size() && tip_height < blockchain_height)
+ if (tip_height > 0 && count == (size_t)m_long_term_block_weights_cache_rolling_median.size() && tip_height < blockchain_height)
{
crypto::hash old_tip_hash = m_db->get_block_hash_from_height(tip_height - 1);
if (old_tip_hash == m_long_term_block_weights_cache_tip_hash)
{
- weights = m_long_term_block_weights_cache;
- for (size_t i = 1; i < weights.size(); ++i)
- weights[i - 1] = weights[i];
MTRACE("requesting " << count << " from " << start_height << ", incremental");
- weights.back() = m_db->get_block_long_term_weight(tip_height);
- m_long_term_block_weights_cache = weights;
m_long_term_block_weights_cache_tip_hash = tip_hash;
- return;
+ m_long_term_block_weights_cache_rolling_median.insert(m_db->get_block_long_term_weight(tip_height));
+ return m_long_term_block_weights_cache_rolling_median.median();
}
}
MTRACE("requesting " << count << " from " << start_height << ", uncached");
- weights = m_db->get_long_term_block_weights(start_height, count);
- m_long_term_block_weights_cache = weights;
+ std::vector<uint64_t> weights = m_db->get_long_term_block_weights(start_height, count);
m_long_term_block_weights_cache_tip_hash = tip_hash;
+ m_long_term_block_weights_cache_rolling_median.clear();
+ for (uint64_t w: weights)
+ m_long_term_block_weights_cache_rolling_median.insert(w);
+ return m_long_term_block_weights_cache_rolling_median.median();
}
//------------------------------------------------------------------
uint64_t Blockchain::get_current_cumulative_block_weight_limit() const
@@ -3934,9 +3935,7 @@ uint64_t Blockchain::get_next_long_term_block_weight(uint64_t block_weight) cons
if (hf_version < HF_VERSION_LONG_TERM_BLOCK_WEIGHT)
return block_weight;
- std::vector<uint64_t> weights;
- get_long_term_block_weights(weights, db_height - nblocks, nblocks);
- uint64_t long_term_median = epee::misc_utils::median(weights);
+ uint64_t long_term_median = get_long_term_block_weight_median(db_height - nblocks, nblocks);
uint64_t long_term_effective_median_block_weight = std::max<uint64_t>(CRYPTONOTE_BLOCK_GRANTED_FULL_REWARD_ZONE_V5, long_term_median);
uint64_t short_term_constraint = long_term_effective_median_block_weight + long_term_effective_median_block_weight * 2 / 5;
@@ -3968,7 +3967,6 @@ bool Blockchain::update_next_cumulative_weight_limit(uint64_t *long_term_effecti
{
const uint64_t block_weight = m_db->get_block_weight(db_height - 1);
- std::vector<uint64_t> weights, new_weights;
uint64_t long_term_median;
if (db_height == 1)
{
@@ -3979,9 +3977,7 @@ bool Blockchain::update_next_cumulative_weight_limit(uint64_t *long_term_effecti
uint64_t nblocks = std::min<uint64_t>(m_long_term_block_weights_window, db_height);
if (nblocks == db_height)
--nblocks;
- get_long_term_block_weights(weights, db_height - nblocks - 1, nblocks);
- new_weights = weights;
- long_term_median = epee::misc_utils::median(weights);
+ long_term_median = get_long_term_block_weight_median(db_height - nblocks - 1, nblocks);
}
m_long_term_effective_median_block_weight = std::max<uint64_t>(CRYPTONOTE_BLOCK_GRANTED_FULL_REWARD_ZONE_V5, long_term_median);
@@ -3989,13 +3985,19 @@ bool Blockchain::update_next_cumulative_weight_limit(uint64_t *long_term_effecti
uint64_t short_term_constraint = m_long_term_effective_median_block_weight + m_long_term_effective_median_block_weight * 2 / 5;
long_term_block_weight = std::min<uint64_t>(block_weight, short_term_constraint);
- if (new_weights.empty())
- new_weights.resize(1);
- new_weights[0] = long_term_block_weight;
- long_term_median = epee::misc_utils::median(new_weights);
+ if (db_height == 1)
+ {
+ long_term_median = long_term_block_weight;
+ }
+ else
+ {
+ m_long_term_block_weights_cache_tip_hash = m_db->get_block_hash_from_height(db_height - 1);
+ m_long_term_block_weights_cache_rolling_median.insert(long_term_block_weight);
+ long_term_median = m_long_term_block_weights_cache_rolling_median.median();
+ }
m_long_term_effective_median_block_weight = std::max<uint64_t>(CRYPTONOTE_BLOCK_GRANTED_FULL_REWARD_ZONE_V5, long_term_median);
- weights.clear();
+ std::vector<uint64_t> weights;
get_last_n_blocks_weights(weights, CRYPTONOTE_REWARD_BLOCKS_WINDOW);
uint64_t short_term_median = epee::misc_utils::median(weights);
diff --git a/src/cryptonote_core/blockchain.h b/src/cryptonote_core/blockchain.h
index 244e2a89a..6200ec87e 100644
--- a/src/cryptonote_core/blockchain.h
+++ b/src/cryptonote_core/blockchain.h
@@ -37,7 +37,6 @@
#include <boost/multi_index/global_fun.hpp>
#include <boost/multi_index/hashed_index.hpp>
#include <boost/multi_index/member.hpp>
-#include <boost/circular_buffer.hpp>
#include <atomic>
#include <functional>
#include <unordered_map>
@@ -46,6 +45,7 @@
#include "span.h"
#include "syncobj.h"
#include "string_tools.h"
+#include "rolling_median.h"
#include "cryptonote_basic/cryptonote_basic.h"
#include "common/util.h"
#include "cryptonote_protocol/cryptonote_protocol_defs.h"
@@ -1064,7 +1064,7 @@ namespace cryptonote
uint64_t m_long_term_block_weights_window;
uint64_t m_long_term_effective_median_block_weight;
mutable crypto::hash m_long_term_block_weights_cache_tip_hash;
- mutable std::vector<uint64_t> m_long_term_block_weights_cache;
+ mutable epee::misc_utils::rolling_median_t<uint64_t> m_long_term_block_weights_cache_rolling_median;
epee::critical_section m_difficulty_lock;
crypto::hash m_difficulty_for_next_block_top_hash;
@@ -1314,15 +1314,16 @@ namespace cryptonote
void get_last_n_blocks_weights(std::vector<uint64_t>& weights, size_t count) const;
/**
- * @brief gets recent block long term weights for median calculation
+ * @brief gets block long term weight median
*
- * get the block long term weights of the last <count> blocks, and return by reference <weights>.
+ * get the block long term weight median of <count> blocks starting at <start_height>
*
- * @param weights return-by-reference the list of weights
* @param start_height the block height of the first block to query
* @param count the number of blocks to get weights for
+ *
+ * @return the long term median block weight
*/
- void get_long_term_block_weights(std::vector<uint64_t>& weights, uint64_t start_height, size_t count) const;
+ uint64_t get_long_term_block_weight_median(uint64_t start_height, size_t count) const;
/**
* @brief checks if a transaction is unlocked (its outputs spendable)
diff --git a/src/daemon/rpc_command_executor.cpp b/src/daemon/rpc_command_executor.cpp
index 186296dc9..151baa33f 100644
--- a/src/daemon/rpc_command_executor.cpp
+++ b/src/daemon/rpc_command_executor.cpp
@@ -722,7 +722,7 @@ bool t_rpc_command_executor::print_blockchain_info(uint64_t start_block_index, u
tools::msg_writer() << "" << std::endl;
tools::msg_writer()
<< "height: " << header.height << ", timestamp: " << header.timestamp << " (" << tools::get_human_readable_timestamp(header.timestamp) << ")"
- << ", size: " << header.block_size << ", weight: " << header.block_weight << ", transactions: " << header.num_txes << std::endl
+ << ", size: " << header.block_size << ", weight: " << header.block_weight << " (long term " << header.long_term_weight << "), transactions: " << header.num_txes << std::endl
<< "major version: " << (unsigned)header.major_version << ", minor version: " << (unsigned)header.minor_version << std::endl
<< "block id: " << header.hash << ", previous block id: " << header.prev_hash << std::endl
<< "difficulty: " << header.difficulty << ", nonce " << header.nonce << ", reward " << cryptonote::print_money(header.reward) << std::endl;
diff --git a/tests/unit_tests/CMakeLists.txt b/tests/unit_tests/CMakeLists.txt
index 56a1f8c4d..1c4c4384c 100644
--- a/tests/unit_tests/CMakeLists.txt
+++ b/tests/unit_tests/CMakeLists.txt
@@ -72,6 +72,7 @@ set(unit_tests_sources
parse_amount.cpp
pruning.cpp
random.cpp
+ rolling_median.cpp
serialization.cpp
sha256.cpp
slow_memmem.cpp
diff --git a/tests/unit_tests/rolling_median.cpp b/tests/unit_tests/rolling_median.cpp
new file mode 100644
index 000000000..6d6adcc7d
--- /dev/null
+++ b/tests/unit_tests/rolling_median.cpp
@@ -0,0 +1,202 @@
+// Copyright (c) 2019, The Monero Project
+//
+// All rights reserved.
+//
+// Redistribution and use in source and binary forms, with or without modification, are
+// permitted provided that the following conditions are met:
+//
+// 1. Redistributions of source code must retain the above copyright notice, this list of
+// conditions and the following disclaimer.
+//
+// 2. Redistributions in binary form must reproduce the above copyright notice, this list
+// of conditions and the following disclaimer in the documentation and/or other
+// materials provided with the distribution.
+//
+// 3. Neither the name of the copyright holder nor the names of its contributors may be
+// used to endorse or promote products derived from this software without specific
+// prior written permission.
+//
+// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
+// EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+// MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL
+// THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+// STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF
+// THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+#include <random>
+#include "gtest/gtest.h"
+#include "misc_language.h"
+#include "rolling_median.h"
+#include "crypto/crypto.h"
+
+TEST(rolling_median, one)
+{
+ epee::misc_utils::rolling_median_t<uint64_t> m(1);
+ m.insert(42);
+ ASSERT_EQ(m.median(), 42);
+ m.insert(18);
+ ASSERT_EQ(m.median(), 18);
+ m.insert(7483);
+ ASSERT_EQ(m.median(), 7483);
+}
+
+TEST(rolling_median, two)
+{
+ epee::misc_utils::rolling_median_t<uint64_t> m(2);
+ m.insert(42);
+ ASSERT_EQ(m.median(), 42);
+ m.insert(45);
+ ASSERT_EQ(m.median(), 43);
+ m.insert(49);
+ ASSERT_EQ(m.median(), 47);
+ m.insert(41);
+ ASSERT_EQ(m.median(), 45);
+ m.insert(43);
+ ASSERT_EQ(m.median(), 42);
+ m.insert(40);
+ ASSERT_EQ(m.median(), 41);
+ m.insert(41);
+ ASSERT_EQ(m.median(), 40);
+}
+
+TEST(rolling_median, series)
+{
+ epee::misc_utils::rolling_median_t<uint64_t> m(100);
+ std::vector<uint64_t> v;
+ v.reserve(100);
+ for (int i = 0; i < 10000; ++i)
+ {
+ uint64_t r = rand();
+ v.push_back(r);
+ if (v.size() > 100)
+ v.erase(v.begin());
+ m.insert(r);
+ std::vector<uint64_t> vcopy = v;
+ ASSERT_EQ(m.median(), epee::misc_utils::median(vcopy));
+ }
+}
+
+TEST(rolling_median, clear_whole)
+{
+ epee::misc_utils::rolling_median_t<uint64_t> m(100);
+ std::vector<uint64_t> random, median;
+ random.reserve(10000);
+ median.reserve(10000);
+ for (int i = 0; i < 10000; ++i)
+ {
+ random.push_back(rand());
+ m.insert(random.back());
+ median.push_back(m.median());
+ }
+ m.clear();
+ for (int i = 0; i < 10000; ++i)
+ {
+ m.insert(random[i]);
+ ASSERT_EQ(median[i], m.median());
+ }
+}
+
+TEST(rolling_median, clear_partway)
+{
+ epee::misc_utils::rolling_median_t<uint64_t> m(100);
+ std::vector<uint64_t> random, median;
+ random.reserve(10000);
+ median.reserve(10000);
+ for (int i = 0; i < 10000; ++i)
+ {
+ random.push_back(rand());
+ m.insert(random.back());
+ median.push_back(m.median());
+ }
+ m.clear();
+ for (int i = 10000 - 100; i < 10000; ++i)
+ {
+ m.insert(random[i]);
+ }
+ ASSERT_EQ(median[10000-1], m.median());
+}
+
+TEST(rolling_median, order)
+{
+ epee::misc_utils::rolling_median_t<uint64_t> m(1000);
+ std::vector<uint64_t> random;
+ random.reserve(1000);
+ for (int i = 0; i < 1000; ++i)
+ {
+ random.push_back(rand());
+ m.insert(random.back());
+ }
+ const uint64_t med = m.median();
+
+ std::sort(random.begin(), random.end(), [](uint64_t a, uint64_t b) { return a < b; });
+ m.clear();
+ for (int i = 0; i < 1000; ++i)
+ m.insert(random[i]);
+ ASSERT_EQ(med, m.median());
+
+ std::sort(random.begin(), random.end(), [](uint64_t a, uint64_t b) { return a > b; });
+ m.clear();
+ for (int i = 0; i < 1000; ++i)
+ m.insert(random[i]);
+ ASSERT_EQ(med, m.median());
+
+ std::shuffle(random.begin(), random.end(), std::default_random_engine(crypto::rand<unsigned>()));
+ m.clear();
+ for (int i = 0; i < 1000; ++i)
+ m.insert(random[i]);
+ ASSERT_EQ(med, m.median());
+}
+
+TEST(rolling_median, history_blind)
+{
+ epee::misc_utils::rolling_median_t<uint64_t> m(10);
+
+ uint64_t median = 0;
+ for (int i = 0; i < 1000; ++i)
+ {
+ m.clear();
+ int history_length = 743723 % (i+1);
+ while (history_length--)
+ m.insert(743284 % (i+1));
+ for (int j = 0; j < 10; ++j)
+ m.insert(8924829384 % (j+1));
+ if (i == 0)
+ median = m.median();
+ else
+ ASSERT_EQ(median, m.median());
+ }
+}
+
+TEST(rolling_median, size)
+{
+ epee::misc_utils::rolling_median_t<uint64_t> m(10);
+
+ ASSERT_EQ(m.size(), 0);
+ m.insert(1);
+ ASSERT_EQ(m.size(), 1);
+ m.insert(2);
+ ASSERT_EQ(m.size(), 2);
+ m.clear();
+ ASSERT_EQ(m.size(), 0);
+ for (int i = 0; i < 10; ++i)
+ {
+ m.insert(80 % (i + 1));
+ ASSERT_EQ(m.size(), i + 1);
+ }
+ m.insert(1);
+ ASSERT_EQ(m.size(), 10);
+ m.insert(2);
+ ASSERT_EQ(m.size(), 10);
+ m.clear();
+ ASSERT_EQ(m.size(), 0);
+ m.insert(4);
+ ASSERT_EQ(m.size(), 1);
+ for (int i = 0; i < 1000; ++i)
+ {
+ m.insert(80 % (i + 1));
+ ASSERT_EQ(m.size(), std::min<int>(10, i + 2));
+ }
+}