TheoreticalQuality_test.cpp

#include <test/jtx.h>
#include <test/jtx/PathSet.h>
 
#include <xrpld/app/paths/AMMContext.h>
#include <xrpld/app/paths/Flow.h>
#include <xrpld/app/paths/detail/Steps.h>
#include <xrpld/app/paths/detail/StrandFlow.h>
 
#include <xrpl/basics/contract.h>
#include <xrpl/basics/random.h>
#include <xrpl/ledger/PaymentSandbox.h>
#include <xrpl/protocol/Feature.h>
#include <xrpl/protocol/jss.h>
 
namespace xrpl {
namespace test {
 
struct RippleCalcTestParams
{
    AccountID srcAccount;
    AccountID dstAccount;
 
    STAmount dstAmt;
    std::optional<STAmount> sendMax;
 
    STPathSet paths;
 
    explicit RippleCalcTestParams(Json::Value const& jv)
        : srcAccount{*parseBase58<AccountID>(jv[jss::Account].asString())}
        , dstAccount{*parseBase58<AccountID>(jv[jss::Destination].asString())}
        , dstAmt{amountFromJson(sfAmount, jv[jss::Amount])}
    {
        if (jv.isMember(jss::SendMax))
            sendMax = amountFromJson(sfSendMax, jv[jss::SendMax]);
 
        if (jv.isMember(jss::Paths))
        {
            // paths is an array of arrays
            // each leaf element will be of the form
            for (auto const& path : jv[jss::Paths])
            {
                STPath p;
                for (auto const& pe : path)
                {
                    if (pe.isMember(jss::account))
                    {
                        assert(!pe.isMember(jss::currency) && !pe.isMember(jss::issuer));
                        p.emplace_back(
                            *parseBase58<AccountID>(pe[jss::account].asString()), std::nullopt, std::nullopt);
                    }
                    else if (pe.isMember(jss::currency) && pe.isMember(jss::issuer))
                    {
                        auto const currency = to_currency(pe[jss::currency].asString());
                        std::optional<AccountID> issuer;
                        if (!isXRP(currency))
                            issuer = *parseBase58<AccountID>(pe[jss::issuer].asString());
                        else
                            assert(isXRP(*parseBase58<AccountID>(pe[jss::issuer].asString())));
                        p.emplace_back(std::nullopt, currency, issuer);
                    }
                    else
                    {
                        assert(0);
                    }
                }
                paths.emplace_back(std::move(p));
            }
        }
    }
};
 
// Class to randomly set an account's transfer rate, quality in, quality out,
// and initial balance
class RandomAccountParams
{
    beast::xor_shift_engine engine_;
    std::uint32_t const trustAmount_;
    // Balance to set if an account redeems into another account. Otherwise
    // the balance will be zero. Since we are testing quality measures, the
    // payment should not use multiple qualities, so the initialBalance
    // needs to be able to handle an entire payment (otherwise an account
    // will go from redeeming to issuing and the fees/qualities can change)
    std::uint32_t const initialBalance_;
 
    // probability of changing a value from its default
    constexpr static double probChangeDefault_ = 0.75;
    // probability that an account redeems into another account
    constexpr static double probRedeem_ = 0.5;
    std::uniform_real_distribution<> zeroOneDist_{0.0, 1.0};
    std::uniform_real_distribution<> transferRateDist_{1.0, 2.0};
    std::uniform_real_distribution<> qualityPercentDist_{80, 120};
 
    bool
    shouldSet()
    {
        return zeroOneDist_(engine_) <= probChangeDefault_;
    };
 
    void
    maybeInsertQuality(Json::Value& jv, QualityDirection qDir)
    {
        if (!shouldSet())
            return;
 
        auto const percent = qualityPercentDist_(engine_);
        auto const& field = qDir == QualityDirection::in ? sfQualityIn : sfQualityOut;
        auto const value = static_cast<std::uint32_t>((percent / 100) * QUALITY_ONE);
        jv[field.jsonName] = value;
    };
 
    // Setup the trust amounts and in/out qualities (but not the balances)
    void
    setupTrustLine(jtx::Env& env, jtx::Account const& acc, jtx::Account const& peer, Currency const& currency)
    {
        using namespace jtx;
        IOU const iou{peer, currency};
        Json::Value jv = trust(acc, iou(trustAmount_));
        maybeInsertQuality(jv, QualityDirection::in);
        maybeInsertQuality(jv, QualityDirection::out);
        env(jv);
        env.close();
    };
 
public:
    explicit RandomAccountParams(std::uint32_t trustAmount = 100, std::uint32_t initialBalance = 50)
        // Use a deterministic seed so the unit tests run in a reproducible way
        : engine_{1977u}, trustAmount_{trustAmount}, initialBalance_{initialBalance} {};
 
    void
    maybeSetTransferRate(jtx::Env& env, jtx::Account const& acc)
    {
        if (shouldSet())
            env(rate(acc, transferRateDist_(engine_)));
    }
 
    // Set the initial balance, taking into account the qualities
    void
    setInitialBalance(jtx::Env& env, jtx::Account const& acc, jtx::Account const& peer, Currency const& currency)
    {
        using namespace jtx;
        IOU const iou{acc, currency};
        // This payment sets the acc's balance to `initialBalance`.
        // Since input qualities complicate this payment, use `sendMax` with
        // `initialBalance` to make sure the balance is set correctly.
        env(pay(peer, acc, iou(trustAmount_)), sendmax(iou(initialBalance_)), txflags(tfPartialPayment));
        env.close();
    }
 
    void
    maybeSetInitialBalance(jtx::Env& env, jtx::Account const& acc, jtx::Account const& peer, Currency const& currency)
    {
        using namespace jtx;
        if (zeroOneDist_(engine_) > probRedeem_)
            return;
        setInitialBalance(env, acc, peer, currency);
    }
 
    // Setup the trust amounts and in/out qualities (but not the balances) on
    // both sides of the trust line
    void
    setupTrustLines(jtx::Env& env, jtx::Account const& acc1, jtx::Account const& acc2, Currency const& currency)
    {
        setupTrustLine(env, acc1, acc2, currency);
        setupTrustLine(env, acc2, acc1, currency);
    };
};
 
class TheoreticalQuality_test : public beast::unit_test::suite
{
    static std::string
    prettyQuality(Quality const& q)
    {
        std::stringstream sstr;
        STAmount rate = q.rate();
        sstr << rate << " (" << q << ")";
        return sstr.str();
    };
 
    template <class Stream>
    static void
    logStrand(Stream& stream, Strand const& strand)
    {
        stream << "Strand:\n";
        for (auto const& step : strand)
            stream << "\n" << *step;
        stream << "\n\n";
    };
 
    void
    testCase(
        RippleCalcTestParams const& rcp,
        std::shared_ptr<ReadView const> closed,
        std::optional<Quality> const& expectedQ = {})
    {
        PaymentSandbox sb(closed.get(), tapNONE);
        AMMContext ammContext(rcp.srcAccount, false);
 
        auto const sendMaxIssue = [&rcp]() -> std::optional<Issue> {
            if (rcp.sendMax)
                return rcp.sendMax->issue();
            return std::nullopt;
        }();
 
        beast::Journal dummyJ{beast::Journal::getNullSink()};
 
        auto sr = toStrands(
            sb,
            rcp.srcAccount,
            rcp.dstAccount,
            rcp.dstAmt.issue(),
            /*limitQuality*/ std::nullopt,
            sendMaxIssue,
            rcp.paths,
            /*defaultPaths*/ rcp.paths.empty(),
            false,
            OfferCrossing::no,
            ammContext,
            std::nullopt,
            dummyJ);
 
        BEAST_EXPECT(sr.first == tesSUCCESS);
 
        if (sr.first != tesSUCCESS)
            return;
 
        // Due to the floating point calculations, theoretical and actual
        // qualities are not expected to always be exactly equal. However, they
        // should always be very close. This function checks that that two
        // qualities are "close enough".
        auto compareClose = [](Quality const& q1, Quality const& q2) {
            // relative diff is fabs(a-b)/min(a,b)
            // can't get access to internal value. Use the rate
            constexpr double tolerance = 0.0000001;
            return relativeDistance(q1, q2) <= tolerance;
        };
 
        for (auto const& strand : sr.second)
        {
            Quality const theoreticalQ = *qualityUpperBound(sb, strand);
            auto const f = flow<IOUAmount, IOUAmount>(sb, strand, IOUAmount(10, 0), IOUAmount(5, 0), dummyJ);
            BEAST_EXPECT(f.success);
            Quality const actualQ(f.out, f.in);
            if (actualQ != theoreticalQ && !compareClose(actualQ, theoreticalQ))
            {
                BEAST_EXPECT(actualQ == theoreticalQ);  // get the failure
                log << "\nActual != Theoretical\n";
                log << "\nTQ: " << prettyQuality(theoreticalQ) << "\n";
                log << "AQ: " << prettyQuality(actualQ) << "\n";
                logStrand(log, strand);
            }
            if (expectedQ && expectedQ != theoreticalQ && !compareClose(*expectedQ, theoreticalQ))
            {
                BEAST_EXPECT(expectedQ == theoreticalQ);  // get the failure
                log << "\nExpected != Theoretical\n";
                log << "\nTQ: " << prettyQuality(theoreticalQ) << "\n";
                log << "EQ: " << prettyQuality(*expectedQ) << "\n";
                logStrand(log, strand);
            }
        };
    }
 
public:
    void
    testDirectStep(std::optional<int> const& reqNumIterations)
    {
        testcase("Direct Step");
 
        // clang-format off
 
        // Set up a payment through four accounts: alice -> bob -> carol -> dan
        // For each relevant trust line on the path, there are three things that can vary:
        //  1) input quality
        //  2) output quality
        //  3) debt direction
        // For each account, there is one thing that can vary:
        //  1) transfer rate
 
        // clang-format on
 
        using namespace jtx;
 
        auto const currency = to_currency("USD");
 
        constexpr std::size_t const numAccounts = 4;
 
        // There are three relevant trust lines: `alice->bob`, `bob->carol`, and
        // `carol->dan`. There are four accounts. If we count the number of
        // combinations of parameters where a parameter is changed from its
        // default value, there are
        // 2^(num_trust_lines*num_trust_qualities+numAccounts) combinations of
        // values to test, or 2^13 combinations. Use this value to set the
        // number of iterations. Note however that many of these parameter
        // combinations run essentially the same test. For example, changing the
        // quality values for bob and carol test almost the same thing.
        // Similarly, changing the transfer rates on bob and carol test almost
        // the same thing. Instead of systematically running these 8k tests,
        // randomly sample the test space.
        int const numTestIterations = reqNumIterations.value_or(250);
 
        constexpr std::uint32_t paymentAmount = 1;
 
        // Class to randomly set account transfer rates, qualities, and other
        // params.
        RandomAccountParams rndAccParams;
 
        // Tests are sped up by a factor of 2 if a new environment isn't created
        // on every iteration.
        Env env(*this, testable_amendments());
        for (int i = 0; i < numTestIterations; ++i)
        {
            auto const iterAsStr = std::to_string(i);
            // New set of accounts on every iteration so the environment doesn't
            // need to be recreated (2x speedup)
            auto const alice = Account("alice" + iterAsStr);
            auto const bob = Account("bob" + iterAsStr);
            auto const carol = Account("carol" + iterAsStr);
            auto const dan = Account("dan" + iterAsStr);
            std::array<Account, numAccounts> accounts{{alice, bob, carol, dan}};
            static_assert(numAccounts == 4, "Path is only correct for four accounts");
            path const accountsPath(accounts[1], accounts[2]);
            env.fund(XRP(10000), alice, bob, carol, dan);
            env.close();
 
            // iterate through all pairs of accounts, randomly set the transfer
            // rate, qIn, qOut, and if the account issues or redeems
            for (std::size_t ii = 0; ii < numAccounts; ++ii)
            {
                rndAccParams.maybeSetTransferRate(env, accounts[ii]);
                // The payment is from:
                // account[0] -> account[1] -> account[2] -> account[3]
                // set the trust lines and initial balances for each pair of
                // neighboring accounts
                std::size_t const j = ii + 1;
                if (j == numAccounts)
                    continue;
 
                rndAccParams.setupTrustLines(env, accounts[ii], accounts[j], currency);
                rndAccParams.maybeSetInitialBalance(env, accounts[ii], accounts[j], currency);
            }
 
            // Accounts are set up, make the payment
            IOU const iou{accounts.back(), currency};
            RippleCalcTestParams rcp{env.json(
                pay(accounts.front(), accounts.back(), iou(paymentAmount)), accountsPath, txflags(tfNoRippleDirect))};
 
            testCase(rcp, env.closed());
        }
    }
 
    void
    testBookStep(std::optional<int> const& reqNumIterations)
    {
        testcase("Book Step");
        using namespace jtx;
 
        // clang-format off
 
        // Setup a payment through an offer: alice (USD/bob) -> bob -> (USD/bob)|(EUR/carol) -> carol -> dan
        // For each relevant trust line, vary input quality, output quality, debt direction.
        // For each account, vary transfer rate.
        // The USD/bob|EUR/carol offer owner is "Oscar"
 
        // clang-format on
 
        int const numTestIterations = reqNumIterations.value_or(100);
 
        constexpr std::uint32_t paymentAmount = 1;
 
        Currency const eurCurrency = to_currency("EUR");
        Currency const usdCurrency = to_currency("USD");
 
        // Class to randomly set account transfer rates, qualities, and other
        // params.
        RandomAccountParams rndAccParams;
 
        // Speed up tests by creating the environment outside the loop
        // (factor of 2 speedup on the DirectStep tests)
        Env env(*this, testable_amendments());
        for (int i = 0; i < numTestIterations; ++i)
        {
            auto const iterAsStr = std::to_string(i);
            auto const alice = Account("alice" + iterAsStr);
            auto const bob = Account("bob" + iterAsStr);
            auto const carol = Account("carol" + iterAsStr);
            auto const dan = Account("dan" + iterAsStr);
            auto const oscar = Account("oscar" + iterAsStr);  // offer owner
            auto const USDB = bob["USD"];
            auto const EURC = carol["EUR"];
            constexpr std::size_t const numAccounts = 5;
            std::array<Account, numAccounts> accounts{{alice, bob, carol, dan, oscar}};
 
            // sendmax should be in USDB and delivered amount should be in EURC
            // normalized path should be:
            // alice -> bob -> (USD/bob)|(EUR/carol) -> carol -> dan
            path const bookPath(~EURC);
 
            env.fund(XRP(10000), alice, bob, carol, dan, oscar);
            env.close();
 
            for (auto const& acc : accounts)
                rndAccParams.maybeSetTransferRate(env, acc);
 
            for (auto const& currency : {usdCurrency, eurCurrency})
            {
                rndAccParams.setupTrustLines(env, alice, bob, currency);    // first step in payment
                rndAccParams.setupTrustLines(env, carol, dan, currency);    // last step in payment
                rndAccParams.setupTrustLines(env, oscar, bob, currency);    // offer owner
                rndAccParams.setupTrustLines(env, oscar, carol, currency);  // offer owner
            }
 
            rndAccParams.maybeSetInitialBalance(env, alice, bob, usdCurrency);
            rndAccParams.maybeSetInitialBalance(env, carol, dan, eurCurrency);
            rndAccParams.setInitialBalance(env, oscar, bob, usdCurrency);
            rndAccParams.setInitialBalance(env, oscar, carol, eurCurrency);
 
            env(offer(oscar, USDB(50), EURC(50)));
            env.close();
 
            // Accounts are set up, make the payment
            IOU const srcIOU{bob, usdCurrency};
            IOU const dstIOU{carol, eurCurrency};
            RippleCalcTestParams rcp{env.json(
                pay(alice, dan, dstIOU(paymentAmount)),
                sendmax(srcIOU(100 * paymentAmount)),
                bookPath,
                txflags(tfNoRippleDirect))};
 
            testCase(rcp, env.closed());
        }
    }
 
    void
    testRelativeQDistance()
    {
        testcase("Relative quality distance");
 
        auto toQuality = [](std::uint64_t mantissa, int exponent = 0) -> Quality {
            // The only way to construct a Quality from an STAmount is to take
            // their ratio. Set the denominator STAmount to `one` to easily
            // create a quality from a single amount
            STAmount const one{noIssue(), 1};
            STAmount const v{noIssue(), mantissa, exponent};
            return Quality{one, v};
        };
 
        BEAST_EXPECT(relativeDistance(toQuality(100), toQuality(100)) == 0);
        BEAST_EXPECT(relativeDistance(toQuality(100), toQuality(100, 1)) == 9);
        BEAST_EXPECT(relativeDistance(toQuality(100), toQuality(110)) == .1);
        BEAST_EXPECT(relativeDistance(toQuality(100, 90), toQuality(110, 90)) == .1);
        BEAST_EXPECT(relativeDistance(toQuality(100, 90), toQuality(110, 91)) == 10);
        BEAST_EXPECT(relativeDistance(toQuality(100, 0), toQuality(100, 90)) == 1e90);
        // Make the mantissa in the smaller value bigger than the mantissa in
        // the larger value. Instead of checking the exact result, we check that
        // it's large. If the values did not compare correctly in
        // `relativeDistance`, then the returned value would be negative.
        BEAST_EXPECT(relativeDistance(toQuality(102, 0), toQuality(101, 90)) >= 1e89);
    }
 
    void
    run() override
    {
        // Use the command line argument `--unittest-arg=500 ` to change the
        // number of iterations to 500
        auto const numIterations = [s = arg()]() -> std::optional<int> {
            if (s.empty())
                return std::nullopt;
            try
            {
                std::size_t pos;
                auto const r = stoi(s, &pos);
                if (pos != s.size())
                    return std::nullopt;
                return r;
            }
            catch (...)
            {
                return std::nullopt;
            }
        }();
        testRelativeQDistance();
        testDirectStep(numIterations);
        testBookStep(numIterations);
    }
};
 
BEAST_DEFINE_TESTSUITE_PRIO(TheoreticalQuality, app, xrpl, 3);
 
}  // namespace test
}  // namespace xrpl