public void BlockPolicyEstimates()
        {
            var          dateTimeSet = new DateTimeProviderSet();
            NodeSettings settings    = NodeSettings.Default();
            var          mpool       = new TxMempool(DateTimeProvider.Default,
                                                     new BlockPolicyEstimator(new MempoolSettings(settings), settings.LoggerFactory, settings), settings.LoggerFactory, settings);
            var entry    = new TestMemPoolEntryHelper();
            var basefee  = new Money(2000);
            var deltaFee = new Money(100);
            var feeV     = new List <Money>();

            // Populate vectors of increasing fees
            for (int j = 0; j < 10; j++)
            {
                feeV.Add(basefee * (j + 1));
            }

            // Store the hashes of transactions that have been
            // added to the mempool by their associate fee
            // txHashes[j] is populated with transactions either of
            // fee = basefee * (j+1)
            var txHashes = new List <uint256> [10];

            for (int i = 0; i < txHashes.Length; i++)
            {
                txHashes[i] = new List <uint256>();
            }

            // Create a transaction template
            var garbage = new Script(Enumerable.Range(0, 128).Select(i => (byte)1).ToArray());

            var txf = new Transaction();

            txf.AddInput(new TxIn(garbage));
            txf.AddOutput(new TxOut(0L, Script.Empty));
            var baseRate = new FeeRate(basefee, txf.GetVirtualSize());

            // Create a fake block
            var block    = new List <Transaction>();
            int blocknum = 0;
            int answerFound;

            // Loop through 200 blocks
            // At a decay .998 and 4 fee transactions per block
            // This makes the tx count about 1.33 per bucket, above the 1 threshold
            while (blocknum < 200)
            {
                for (int j = 0; j < 10; j++)
                {                                                                        // For each fee
                    for (int k = 0; k < 4; k++)
                    {                                                                    // add 4 fee txs
                        Transaction tx = txf.Clone(false);
                        tx.Inputs[0].PrevOut.N = (uint)(10000 * blocknum + 100 * j + k); // make transaction unique
                        uint256 hash = tx.GetHash();
                        mpool.AddUnchecked(hash, entry.Fee(feeV[j]).Time(dateTimeSet.GetTime()).Priority(0).Height(blocknum).FromTx(tx, mpool));
                        txHashes[j].Add(hash);
                    }
                }
                //Create blocks where higher fee txs are included more often
                for (int h = 0; h <= blocknum % 10; h++)
                {
                    // 10/10 blocks add highest fee transactions
                    // 9/10 blocks add 2nd highest and so on until ...
                    // 1/10 blocks add lowest fee transactions
                    while (txHashes[9 - h].Count > 0)
                    {
                        Transaction ptx = mpool.Get(txHashes[9 - h].Last());
                        if (ptx != null)
                        {
                            block.Add(ptx);
                        }
                        txHashes[9 - h].Remove(txHashes[9 - h].Last());
                    }
                }
                mpool.RemoveForBlock(block, ++blocknum);
                block.Clear();
                if (blocknum == 30)
                {
                    // At this point we should need to combine 5 buckets to get enough data points
                    // So estimateFee(1,2,3) should fail and estimateFee(4) should return somewhere around
                    // 8*baserate.  estimateFee(4) %'s are 100,100,100,100,90 = average 98%
                    Assert.True(mpool.EstimateFee(1) == new FeeRate(0));
                    Assert.True(mpool.EstimateFee(2) == new FeeRate(0));
                    Assert.True(mpool.EstimateFee(3) == new FeeRate(0));
                    Assert.True(mpool.EstimateFee(4).FeePerK < 8 * baseRate.FeePerK + deltaFee);
                    Assert.True(mpool.EstimateFee(4).FeePerK > 8 * baseRate.FeePerK - deltaFee);

                    Assert.True(mpool.EstimateSmartFee(1, out answerFound) == mpool.EstimateFee(4) && answerFound == 4);
                    Assert.True(mpool.EstimateSmartFee(3, out answerFound) == mpool.EstimateFee(4) && answerFound == 4);
                    Assert.True(mpool.EstimateSmartFee(4, out answerFound) == mpool.EstimateFee(4) && answerFound == 4);
                    Assert.True(mpool.EstimateSmartFee(8, out answerFound) == mpool.EstimateFee(8) && answerFound == 8);
                }
            }

            var origFeeEst = new List <Money>();

            // Highest feerate is 10*baseRate and gets in all blocks,
            // second highest feerate is 9*baseRate and gets in 9/10 blocks = 90%,
            // third highest feerate is 8*base rate, and gets in 8/10 blocks = 80%,
            // so estimateFee(1) would return 10*baseRate but is hardcoded to return failure
            // Second highest feerate has 100% chance of being included by 2 blocks,
            // so estimateFee(2) should return 9*baseRate etc...
            for (int i = 1; i < 10; i++)
            {
                origFeeEst.Add(mpool.EstimateFee(i).FeePerK);
                if (i > 2)
                { // Fee estimates should be monotonically decreasing
                    Assert.True(origFeeEst[i - 1] <= origFeeEst[i - 2]);
                }
                int mult = 11 - i;
                if (i > 1)
                {
                    Assert.True(origFeeEst[i - 1] < mult * baseRate.FeePerK + deltaFee);
                    Assert.True(origFeeEst[i - 1] > mult * baseRate.FeePerK - deltaFee);
                }
                else
                {
                    Assert.True(origFeeEst[i - 1] == new FeeRate(0).FeePerK);
                }
            }

            // Mine 50 more blocks with no transactions happening, estimates shouldn't change
            // We haven't decayed the moving average enough so we still have enough data points in every bucket
            while (blocknum < 250)
            {
                mpool.RemoveForBlock(block, ++blocknum);
            }

            Assert.True(mpool.EstimateFee(1) == new FeeRate(0));
            for (int i = 2; i < 10; i++)
            {
                Assert.True(mpool.EstimateFee(i).FeePerK < origFeeEst[i - 1] + deltaFee);
                Assert.True(mpool.EstimateFee(i).FeePerK > origFeeEst[i - 1] - deltaFee);
            }

            // Mine 15 more blocks with lots of transactions happening and not getting mined
            // Estimates should go up
            while (blocknum < 265)
            {
                for (int j = 0; j < 10; j++)
                {     // For each fee multiple
                    for (int k = 0; k < 4; k++)
                    { // add 4 fee txs
                        Transaction tx = txf.Clone(false);
                        tx.Inputs[0].PrevOut.N = (uint)(10000 * blocknum + 100 * j + k);
                        uint256 hash = tx.GetHash();
                        mpool.AddUnchecked(hash, entry.Fee(feeV[j]).Time(dateTimeSet.GetTime()).Priority(0).Height(blocknum).FromTx(tx, mpool));
                        txHashes[j].Add(hash);
                    }
                }
                mpool.RemoveForBlock(block, ++blocknum);
            }

            for (int i = 1; i < 10; i++)
            {
                Assert.True(mpool.EstimateFee(i) == new FeeRate(0) || mpool.EstimateFee(i).FeePerK > origFeeEst[i - 1] - deltaFee);
                Assert.True(mpool.EstimateSmartFee(i, out answerFound).FeePerK > origFeeEst[answerFound - 1] - deltaFee);
            }

            // Mine all those transactions
            // Estimates should still not be below original
            for (int j = 0; j < 10; j++)
            {
                while (txHashes[j].Count > 0)
                {
                    Transaction ptx = mpool.Get(txHashes[j].Last());
                    if (ptx != null)
                    {
                        block.Add(ptx);
                    }
                    txHashes[j].Remove(txHashes[j].Last());
                }
            }
            mpool.RemoveForBlock(block, 265);
            block.Clear();
            Assert.True(mpool.EstimateFee(1) == new FeeRate(0));
            for (int i = 2; i < 10; i++)
            {
                Assert.True(mpool.EstimateFee(i).FeePerK > origFeeEst[i - 1] - deltaFee);
            }

            // Mine 200 more blocks where everything is mined every block
            // Estimates should be below original estimates
            while (blocknum < 465)
            {
                for (int j = 0; j < 10; j++)
                {     // For each fee multiple
                    for (int k = 0; k < 4; k++)
                    { // add 4 fee txs
                        Transaction tx = txf.Clone(false);
                        tx.Inputs[0].PrevOut.N = (uint)(10000 * blocknum + 100 * j + k);
                        uint256 hash = tx.GetHash();
                        mpool.AddUnchecked(hash, entry.Fee(feeV[j]).Time(dateTimeSet.GetTime()).Priority(0).Height(blocknum).FromTx(tx, mpool));
                        Transaction ptx = mpool.Get(hash);
                        if (ptx != null)
                        {
                            block.Add(ptx);
                        }
                    }
                }
                mpool.RemoveForBlock(block, ++blocknum);
                block.Clear();
            }
            Assert.True(mpool.EstimateFee(1) == new FeeRate(0));
            for (int i = 2; i < 10; i++)
            {
                Assert.True(mpool.EstimateFee(i).FeePerK < origFeeEst[i - 1] - deltaFee);
            }

            // Test that if the mempool is limited, estimateSmartFee won't return a value below the mempool min fee
            // and that estimateSmartPriority returns essentially an infinite value
            mpool.AddUnchecked(txf.GetHash(), entry.Fee(feeV[5]).Time(dateTimeSet.GetTime()).Priority(0).Height(blocknum).FromTx(txf, mpool));
            // evict that transaction which should set a mempool min fee of minRelayTxFee + feeV[5]
            mpool.TrimToSize(1);
            Assert.True(mpool.GetMinFee(1).FeePerK > feeV[5]);
            for (int i = 1; i < 10; i++)
            {
                Assert.True(mpool.EstimateSmartFee(i, out answerFound).FeePerK >= mpool.EstimateFee(i).FeePerK);
                Assert.True(mpool.EstimateSmartFee(i, out answerFound).FeePerK >= mpool.GetMinFee(1).FeePerK);
                Assert.True(mpool.EstimateSmartPriority(i, out answerFound) == BlockPolicyEstimator.InfPriority);
            }
        }