Comments and improved documentation
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3 changed files with 56 additions and 28 deletions
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@ -729,6 +729,9 @@ double CBlockPolicyEstimator::estimateCombinedFee(unsigned int confTarget, doubl
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return estimate;
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}
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/** Ensure that for a conservative estimate, the DOUBLE_SUCCESS_PCT is also met
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* at 2 * target for any longer time horizons.
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*/
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double CBlockPolicyEstimator::estimateConservativeFee(unsigned int doubleTarget) const
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{
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double estimate = -1;
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@ -744,6 +747,13 @@ double CBlockPolicyEstimator::estimateConservativeFee(unsigned int doubleTarget)
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return estimate;
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}
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/** estimateSmartFee returns the max of the feerates calculated with a 60%
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* threshold required at target / 2, an 85% threshold required at target and a
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* 95% threshold required at 2 * target. Each calculation is performed at the
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* shortest time horizon which tracks the required target. Conservative
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* estimates, however, required the 95% threshold at 2 * target be met for any
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* longer time horizons also.
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*/
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CFeeRate CBlockPolicyEstimator::estimateSmartFee(int confTarget, int *answerFoundAtTarget, const CTxMemPool& pool, bool conservative) const
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{
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if (answerFoundAtTarget)
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@ -41,32 +41,39 @@ class TxConfirmStats;
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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
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* track the height of the block chain at entry. Whenever a block comes in,
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* we count the number of transactions in each bucket and the total amount of feerate
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* paid in each bucket. Then we calculate how many blocks Y it took each
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* transaction to be mined and we track an array of counters in each bucket
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* for how long it to took transactions to get confirmed from 1 to a max of 25
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* and we increment all the counters from Y up to 25. This is because for any
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* number Z>=Y the transaction was successfully mined within Z blocks. We
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* want to save a history of this information, so at any time we have a
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* counter of the total number of transactions that happened in a given feerate
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* bucket and the total number that were confirmed in each number 1-25 blocks
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* or less for any bucket. We save this history by keeping an exponentially
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* decaying moving average of each one of these stats. Furthermore we also
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* keep track of the number unmined (in mempool) transactions in each bucket
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* and for how many blocks they have been outstanding and use that to increase
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* the number of transactions we've seen in that feerate bucket when calculating
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* an estimate for any number of confirmations below the number of blocks
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* they've been outstanding.
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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 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 successfullly 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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/* 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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@ -77,6 +84,7 @@ struct EstimatorBucket
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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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@ -93,13 +101,13 @@ struct EstimationResult
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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 medium decay */
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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 medium decay */
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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 longer decay */
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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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@ -112,9 +120,11 @@ private:
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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 95% of X feerate transactions to be confirmed within Y blocks for X to be big enough */
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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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@ -154,16 +164,19 @@ public:
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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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/** Return a feerate estimate */
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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
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* confTarget blocks. If no answer can be given at confTarget, return an
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* estimate at the lowest target where one can be given.
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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, int *answerFoundAtTarget, const CTxMemPool& pool, bool conservative = true) const;
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/** Return a specific fee estimate calculation with a given success threshold and time horizon.
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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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@ -208,10 +221,15 @@ private:
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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) const;
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/** Helper for estimateSmartFee */
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double estimateConservativeFee(unsigned int doubleTarget) 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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@ -797,6 +797,7 @@ UniValue estimatefee(const JSONRPCRequest& request)
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if (request.fHelp || request.params.size() != 1)
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throw std::runtime_error(
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"estimatefee nblocks\n"
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"\nDEPRECATED. Please use estimatesmartfee for more intelligent estimates."
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"\nEstimates the approximate fee per kilobyte needed for a transaction to begin\n"
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"confirmation within nblocks blocks. Uses virtual transaction size of transaction\n"
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"as defined in BIP 141 (witness data is discounted).\n"
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@ -831,7 +832,6 @@ UniValue estimatesmartfee(const JSONRPCRequest& request)
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if (request.fHelp || request.params.size() < 1 || request.params.size() > 2)
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throw std::runtime_error(
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"estimatesmartfee nblocks (conservative)\n"
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"\nWARNING: This interface is unstable and may disappear or change!\n"
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"\nEstimates the approximate fee per kilobyte needed for a transaction to begin\n"
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"confirmation within nblocks blocks if possible and return the number of blocks\n"
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"for which the estimate is valid. Uses virtual transaction size as defined\n"
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