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297 lines
12 KiB
297 lines
12 KiB
// Copyright (c) 2009-2010 Satoshi Nakamoto |
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// Copyright (c) 2009-2016 The Bitcoin Core developers |
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// Distributed under the MIT software license, see the accompanying |
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// file COPYING or http://www.opensource.org/licenses/mit-license.php. |
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#ifndef BITCOIN_POLICYESTIMATOR_H |
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#define BITCOIN_POLICYESTIMATOR_H |
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#include <amount.h> |
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#include <policy/feerate.h> |
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#include <uint256.h> |
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#include <random.h> |
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#include <sync.h> |
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#include <map> |
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#include <string> |
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#include <vector> |
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class CAutoFile; |
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class CFeeRate; |
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class CTxMemPoolEntry; |
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class CTxMemPool; |
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class TxConfirmStats; |
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/** \class CBlockPolicyEstimator |
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* The BlockPolicyEstimator is used for estimating the feerate needed |
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* for a transaction to be included in a block within a certain number of |
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* blocks. |
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* |
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* At a high level the algorithm works by grouping transactions into buckets |
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* based on having similar feerates and then tracking how long it |
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* takes transactions in the various buckets to be mined. It operates under |
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* the assumption that in general transactions of higher feerate will be |
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* included in blocks before transactions of lower feerate. So for |
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* example if you wanted to know what feerate you should put on a transaction to |
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* be included in a block within the next 5 blocks, you would start by looking |
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* at the bucket with the highest feerate transactions and verifying that a |
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* sufficiently high percentage of them were confirmed within 5 blocks and |
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* then you would look at the next highest feerate bucket, and so on, stopping at |
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* the last bucket to pass the test. The average feerate of transactions in this |
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* bucket will give you an indication of the lowest feerate you can put on a |
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* transaction and still have a sufficiently high chance of being confirmed |
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* within your desired 5 blocks. |
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* |
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* Here is a brief description of the implementation: |
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* When a transaction enters the mempool, we track the height of the block chain |
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* at entry. All further calculations are conducted only on this set of "seen" |
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* transactions. Whenever a block comes in, we count the number of transactions |
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* in each bucket and the total amount of feerate paid in each bucket. Then we |
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* calculate how many blocks Y it took each transaction to be mined. We convert |
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* from a number of blocks to a number of periods Y' each encompassing "scale" |
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* blocks. This is tracked in 3 different data sets each up to a maximum |
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* number of periods. Within each data set we have an array of counters in each |
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* feerate bucket and we increment all the counters from Y' up to max periods |
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* representing that a tx was successfully confirmed in less than or equal to |
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* that many periods. We want to save a history of this information, so at any |
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* time we have a counter of the total number of transactions that happened in a |
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* given feerate bucket and the total number that were confirmed in each of the |
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* periods or less for any bucket. We save this history by keeping an |
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* exponentially decaying moving average of each one of these stats. This is |
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* done for a different decay in each of the 3 data sets to keep relevant data |
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* from different time horizons. Furthermore we also keep track of the number |
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* unmined (in mempool or left mempool without being included in a block) |
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* transactions in each bucket and for how many blocks they have been |
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* outstanding and use both of these numbers to increase the number of transactions |
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* we've seen in that feerate bucket when calculating an estimate for any number |
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* of confirmations below the number of blocks they've been outstanding. |
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*/ |
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/* Identifier for each of the 3 different TxConfirmStats which will track |
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* history over different time horizons. */ |
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enum FeeEstimateHorizon { |
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SHORT_HALFLIFE = 0, |
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MED_HALFLIFE = 1, |
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LONG_HALFLIFE = 2 |
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}; |
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std::string StringForFeeEstimateHorizon(FeeEstimateHorizon horizon); |
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/* Enumeration of reason for returned fee estimate */ |
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enum class FeeReason { |
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NONE, |
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HALF_ESTIMATE, |
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FULL_ESTIMATE, |
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DOUBLE_ESTIMATE, |
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CONSERVATIVE, |
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MEMPOOL_MIN, |
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PAYTXFEE, |
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FALLBACK, |
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REQUIRED, |
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MAXTXFEE, |
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}; |
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std::string StringForFeeReason(FeeReason reason); |
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/* Used to determine type of fee estimation requested */ |
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enum class FeeEstimateMode { |
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UNSET, //! Use default settings based on other criteria |
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ECONOMICAL, //! Force estimateSmartFee to use non-conservative estimates |
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CONSERVATIVE, //! Force estimateSmartFee to use conservative estimates |
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}; |
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bool FeeModeFromString(const std::string& mode_string, FeeEstimateMode& fee_estimate_mode); |
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/* Used to return detailed information about a feerate bucket */ |
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struct EstimatorBucket |
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{ |
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double start = -1; |
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double end = -1; |
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double withinTarget = 0; |
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double totalConfirmed = 0; |
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double inMempool = 0; |
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double leftMempool = 0; |
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}; |
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/* Used to return detailed information about a fee estimate calculation */ |
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struct EstimationResult |
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{ |
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EstimatorBucket pass; |
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EstimatorBucket fail; |
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double decay = 0; |
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unsigned int scale = 0; |
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}; |
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struct FeeCalculation |
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{ |
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EstimationResult est; |
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FeeReason reason = FeeReason::NONE; |
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int desiredTarget = 0; |
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int returnedTarget = 0; |
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}; |
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/** |
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* We want to be able to estimate feerates that are needed on tx's to be included in |
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* a certain number of blocks. Every time a block is added to the best chain, this class records |
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* stats on the transactions included in that block |
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*/ |
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class CBlockPolicyEstimator |
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{ |
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private: |
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/** Track confirm delays up to 12 blocks for short horizon */ |
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static constexpr unsigned int SHORT_BLOCK_PERIODS = 12; |
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static constexpr unsigned int SHORT_SCALE = 1; |
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/** Track confirm delays up to 48 blocks for medium horizon */ |
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static constexpr unsigned int MED_BLOCK_PERIODS = 24; |
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static constexpr unsigned int MED_SCALE = 2; |
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/** Track confirm delays up to 1008 blocks for long horizon */ |
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static constexpr unsigned int LONG_BLOCK_PERIODS = 42; |
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static constexpr unsigned int LONG_SCALE = 24; |
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/** Historical estimates that are older than this aren't valid */ |
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static const unsigned int OLDEST_ESTIMATE_HISTORY = 6 * 1008; |
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/** Decay of .962 is a half-life of 18 blocks or about 3 hours */ |
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static constexpr double SHORT_DECAY = .962; |
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/** Decay of .998 is a half-life of 144 blocks or about 1 day */ |
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static constexpr double MED_DECAY = .9952; |
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/** Decay of .9995 is a half-life of 1008 blocks or about 1 week */ |
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static constexpr double LONG_DECAY = .99931; |
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/** Require greater than 60% of X feerate transactions to be confirmed within Y/2 blocks*/ |
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static constexpr double HALF_SUCCESS_PCT = .6; |
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/** Require greater than 85% of X feerate transactions to be confirmed within Y blocks*/ |
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static constexpr double SUCCESS_PCT = .85; |
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/** Require greater than 95% of X feerate transactions to be confirmed within 2 * Y blocks*/ |
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static constexpr double DOUBLE_SUCCESS_PCT = .95; |
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/** Require an avg of 0.1 tx in the combined feerate bucket per block to have stat significance */ |
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static constexpr double SUFFICIENT_FEETXS = 0.1; |
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/** Require an avg of 0.5 tx when using short decay since there are fewer blocks considered*/ |
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static constexpr double SUFFICIENT_TXS_SHORT = 0.5; |
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/** Minimum and Maximum values for tracking feerates |
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* The MIN_BUCKET_FEERATE should just be set to the lowest reasonable feerate we |
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* might ever want to track. Historically this has been 1000 since it was |
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* inheriting DEFAULT_MIN_RELAY_TX_FEE and changing it is disruptive as it |
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* invalidates old estimates files. So leave it at 1000 unless it becomes |
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* necessary to lower it, and then lower it substantially. |
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*/ |
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static constexpr double MIN_BUCKET_FEERATE = 1000; |
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static constexpr double MAX_BUCKET_FEERATE = 1e7; |
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/** Spacing of FeeRate buckets |
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* We have to lump transactions into buckets based on feerate, but we want to be able |
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* to give accurate estimates over a large range of potential feerates |
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* Therefore it makes sense to exponentially space the buckets |
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*/ |
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static constexpr double FEE_SPACING = 1.05; |
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public: |
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/** Create new BlockPolicyEstimator and initialize stats tracking classes with default values */ |
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CBlockPolicyEstimator(); |
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~CBlockPolicyEstimator(); |
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/** Process all the transactions that have been included in a block */ |
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void processBlock(unsigned int nBlockHeight, |
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std::vector<const CTxMemPoolEntry*>& entries); |
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/** Process a transaction accepted to the mempool*/ |
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void processTransaction(const CTxMemPoolEntry& entry, bool validFeeEstimate); |
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/** Remove a transaction from the mempool tracking stats*/ |
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bool removeTx(uint256 hash, bool inBlock); |
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/** DEPRECATED. Return a feerate estimate */ |
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CFeeRate estimateFee(int confTarget) const; |
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/** Estimate feerate needed to get be included in a block within confTarget |
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* blocks. If no answer can be given at confTarget, return an estimate at |
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* the closest target where one can be given. 'conservative' estimates are |
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* valid over longer time horizons also. |
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*/ |
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CFeeRate estimateSmartFee(int confTarget, FeeCalculation *feeCalc, bool conservative) const; |
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/** Return a specific fee estimate calculation with a given success |
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* threshold and time horizon, and optionally return detailed data about |
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* calculation |
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*/ |
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CFeeRate estimateRawFee(int confTarget, double successThreshold, FeeEstimateHorizon horizon, EstimationResult *result = nullptr) const; |
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/** Write estimation data to a file */ |
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bool Write(CAutoFile& fileout) const; |
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/** Read estimation data from a file */ |
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bool Read(CAutoFile& filein); |
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/** Empty mempool transactions on shutdown to record failure to confirm for txs still in mempool */ |
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void FlushUnconfirmed(CTxMemPool& pool); |
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/** Calculation of highest target that estimates are tracked for */ |
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unsigned int HighestTargetTracked(FeeEstimateHorizon horizon) const; |
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private: |
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unsigned int nBestSeenHeight; |
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unsigned int firstRecordedHeight; |
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unsigned int historicalFirst; |
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unsigned int historicalBest; |
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struct TxStatsInfo |
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{ |
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unsigned int blockHeight; |
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unsigned int bucketIndex; |
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TxStatsInfo() : blockHeight(0), bucketIndex(0) {} |
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}; |
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// map of txids to information about that transaction |
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std::map<uint256, TxStatsInfo> mapMemPoolTxs; |
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/** Classes to track historical data on transaction confirmations */ |
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std::unique_ptr<TxConfirmStats> feeStats; |
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std::unique_ptr<TxConfirmStats> shortStats; |
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std::unique_ptr<TxConfirmStats> longStats; |
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unsigned int trackedTxs; |
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unsigned int untrackedTxs; |
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std::vector<double> buckets; // The upper-bound of the range for the bucket (inclusive) |
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std::map<double, unsigned int> bucketMap; // Map of bucket upper-bound to index into all vectors by bucket |
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mutable CCriticalSection cs_feeEstimator; |
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/** Process a transaction confirmed in a block*/ |
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bool processBlockTx(unsigned int nBlockHeight, const CTxMemPoolEntry* entry); |
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/** Helper for estimateSmartFee */ |
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double estimateCombinedFee(unsigned int confTarget, double successThreshold, bool checkShorterHorizon, EstimationResult *result) const; |
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/** Helper for estimateSmartFee */ |
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double estimateConservativeFee(unsigned int doubleTarget, EstimationResult *result) const; |
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/** Number of blocks of data recorded while fee estimates have been running */ |
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unsigned int BlockSpan() const; |
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/** Number of blocks of recorded fee estimate data represented in saved data file */ |
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unsigned int HistoricalBlockSpan() const; |
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/** Calculation of highest target that reasonable estimate can be provided for */ |
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unsigned int MaxUsableEstimate() const; |
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}; |
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class FeeFilterRounder |
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{ |
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private: |
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static constexpr double MAX_FILTER_FEERATE = 1e7; |
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/** FEE_FILTER_SPACING is just used to provide some quantization of fee |
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* filter results. Historically it reused FEE_SPACING, but it is completely |
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* unrelated, and was made a separate constant so the two concepts are not |
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* tied together */ |
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static constexpr double FEE_FILTER_SPACING = 1.1; |
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public: |
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/** Create new FeeFilterRounder */ |
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explicit FeeFilterRounder(const CFeeRate& minIncrementalFee); |
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/** Quantize a minimum fee for privacy purpose before broadcast **/ |
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CAmount round(CAmount currentMinFee); |
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private: |
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std::set<double> feeset; |
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FastRandomContext insecure_rand; |
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}; |
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#endif /*BITCOIN_POLICYESTIMATOR_H */
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