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[R4R] Pricefeed simulations (#420)
Co-authored-by: rhuairahrighairigh <ruaridh.odonnell@gmail.com> Co-authored-by: John Maheswaran <john@kava.io> Co-authored-by: Kevin Davis <kjydavis3@gmail.com>
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@ -34,7 +34,9 @@ import (
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"github.com/cosmos/cosmos-sdk/x/staking"
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stakingsimops "github.com/cosmos/cosmos-sdk/x/staking/simulation/operations"
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"github.com/cosmos/cosmos-sdk/x/supply"
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bep3simops "github.com/kava-labs/kava/x/bep3/simulation/operations"
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pricefeedsimops "github.com/kava-labs/kava/x/pricefeed/simulation/operations"
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)
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// Simulation parameter constants
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@ -57,6 +59,7 @@ const (
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OpWeightMsgUndelegate = "op_weight_msg_undelegate"
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OpWeightMsgBeginRedelegate = "op_weight_msg_begin_redelegate"
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OpWeightMsgUnjail = "op_weight_msg_unjail"
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OpWeightMsgPricefeed = "op_weight_msg_pricefeed"
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OpWeightMsgCreateAtomicSwap = "op_weight_msg_create_atomic_Swap"
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)
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@ -277,6 +280,17 @@ func testAndRunTxs(app *App, config simulation.Config) []simulation.WeightedOper
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}(nil),
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bep3simops.SimulateMsgCreateAtomicSwap(app.accountKeeper, app.bep3Keeper),
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},
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{
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func(_ *rand.Rand) int {
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var v int
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ap.GetOrGenerate(app.cdc, OpWeightMsgPricefeed, &v, nil,
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func(_ *rand.Rand) {
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v = 10000 // TODO
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})
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return v
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}(nil),
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pricefeedsimops.SimulateMsgUpdatePrices(app.pricefeedKeeper),
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},
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}
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}
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@ -178,6 +178,7 @@ func (k Keeper) calculateMeanPrice(ctx sdk.Context, prices []types.CurrentPrice)
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// GetCurrentPrice fetches the current median price of all oracles for a specific market
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func (k Keeper) GetCurrentPrice(ctx sdk.Context, marketID string) (types.CurrentPrice, sdk.Error) {
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store := ctx.KVStore(k.key)
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bz := store.Get([]byte(types.CurrentPricePrefix + marketID))
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if bz == nil {
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@ -185,6 +186,7 @@ func (k Keeper) GetCurrentPrice(ctx sdk.Context, marketID string) (types.Current
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}
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var price types.CurrentPrice
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k.cdc.MustUnmarshalBinaryBare(bz, &price)
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if price.Price.Equal(sdk.ZeroDec()) {
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return types.CurrentPrice{}, types.ErrNoValidPrice(k.codespace)
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}
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@ -2,21 +2,64 @@ package simulation
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import (
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"fmt"
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"time"
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"github.com/cosmos/cosmos-sdk/codec"
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"github.com/cosmos/cosmos-sdk/types/module"
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"github.com/cosmos/cosmos-sdk/x/simulation"
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"github.com/kava-labs/kava/x/pricefeed/types"
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pricefeed "github.com/kava-labs/kava/x/pricefeed/types"
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sdk "github.com/cosmos/cosmos-sdk/types"
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)
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// RandomizedGenState generates a random GenesisState for pricefeed
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func RandomizedGenState(simState *module.SimulationState) {
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// TODO implement this fully
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// - randomly generating the genesis params
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// - overwriting with genesis provided to simulation
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pricefeedGenesis := types.DefaultGenesisState()
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// get the params with xrp, btc and bnb to usd
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// getPricefeedSimulationParams is defined to return params with xrp:usd, btc:usd, bnb:usd
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params := getPricefeedSimulationParams()
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markets := []types.Market{}
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genPrices := []types.PostedPrice{}
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// chose one account to be the oracle
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oracle := simState.Accounts[simulation.RandIntBetween(simState.Rand, 0, len(simState.Accounts))]
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for _, market := range params.Markets {
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updatedMarket := types.Market{market.MarketID, market.BaseAsset, market.QuoteAsset, []sdk.AccAddress{oracle.Address}, true}
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markets = append(markets, updatedMarket)
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genPrice := types.PostedPrice{market.MarketID, oracle.Address, getInitialPrice(market.MarketID), simState.GenTimestamp.Add(time.Hour * 24)}
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genPrices = append(genPrices, genPrice)
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}
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params = types.NewParams(markets)
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pricefeedGenesis := types.NewGenesisState(params, genPrices)
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fmt.Printf("Selected randomly generated %s parameters:\n%s\n", types.ModuleName, codec.MustMarshalJSONIndent(simState.Cdc, pricefeedGenesis))
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simState.GenState[types.ModuleName] = simState.Cdc.MustMarshalJSON(pricefeedGenesis)
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}
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// getPricefeedSimulationParams returns the params with xrp:usd, btc:usd, bnb:usd
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func getPricefeedSimulationParams() types.Params {
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// SET UP THE PRICEFEED GENESIS STATE
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pricefeedGenesis := pricefeed.GenesisState{
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Params: pricefeed.Params{
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Markets: []pricefeed.Market{
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pricefeed.Market{MarketID: "btc:usd", BaseAsset: "btc", QuoteAsset: "usd", Oracles: []sdk.AccAddress{}, Active: true},
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pricefeed.Market{MarketID: "xrp:usd", BaseAsset: "xrp", QuoteAsset: "usd", Oracles: []sdk.AccAddress{}, Active: true},
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pricefeed.Market{MarketID: "bnb:usd", BaseAsset: "bnb", QuoteAsset: "usd", Oracles: []sdk.AccAddress{}, Active: true},
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},
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},
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}
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return pricefeedGenesis.Params
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}
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// getInitialPrice gets the starting price for each of the base assets
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func getInitialPrice(marketId string) (price sdk.Dec) {
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switch marketId {
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case "btc:usd":
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return sdk.MustNewDecFromStr("7000")
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case "bnb:usd":
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return sdk.MustNewDecFromStr("14")
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case "xrp:usd":
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return sdk.MustNewDecFromStr("0.2")
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}
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panic(fmt.Sprintf("Invalid marketId in getInitialPrice: %s\n", marketId))
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}
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136
x/pricefeed/simulation/operations/msg.go
Normal file
136
x/pricefeed/simulation/operations/msg.go
Normal file
@ -0,0 +1,136 @@
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package operations
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import (
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"fmt"
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"math/rand"
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"time"
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"github.com/cosmos/cosmos-sdk/baseapp"
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sdk "github.com/cosmos/cosmos-sdk/types"
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"github.com/cosmos/cosmos-sdk/x/simulation"
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"github.com/kava-labs/kava/x/pricefeed"
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"github.com/kava-labs/kava/x/pricefeed/keeper"
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"github.com/kava-labs/kava/x/pricefeed/types"
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)
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var (
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noOpMsg = simulation.NoOpMsg(pricefeed.ModuleName)
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)
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// SimulateMsgUpdatePrices updates the prices of various assets by randomly varying them based on current price
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func SimulateMsgUpdatePrices(keeper keeper.Keeper) simulation.Operation {
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// get a pricefeed handler
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handler := pricefeed.NewHandler(keeper)
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return func(r *rand.Rand, app *baseapp.BaseApp, ctx sdk.Context, accs []simulation.Account) (
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simulation.OperationMsg, []simulation.FutureOperation, error) {
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// OVERALL LOGIC:
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// (1) RANDOMLY PICK AN ASSET OUT OF BNB AN BTC [TODO QUESTION - USDX IS EXCLUDED AS IT IS A STABLE DENOM
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// (2) GET THE CURRENT PRICE OF THAT ASSET IN USD
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// (3) GENERATE A RANDOM NUMBER IN THE RANGE 0.8-1.2 (UNIFORM DISTRIBUTION)
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// (4) MULTIPLY THE CURRENT PRICE BY THE RANDOM NUMBER
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// (5) POST THE NEW PRICE TO THE KEEPER
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// pick a random asset out of BNB and BTC
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randomMarket := pickRandomAsset(ctx, keeper, r)
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marketID := randomMarket.MarketID
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// Get the current price of the asset
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currentPrice, err := keeper.GetCurrentPrice(ctx, marketID) // Note this is marketID AND **NOT** just the base asset
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if err != nil {
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return noOpMsg, nil, fmt.Errorf("Error getting current price")
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}
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// get the address for the account
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// this address needs to be an oracle and also exist. genesis should add all the accounts as oracles.
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address := getRandomOracle(r, randomMarket)
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// generate a new random price based off the current price
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price, err := pickNewRandomPrice(r, currentPrice.Price)
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if err != nil {
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return noOpMsg, nil, fmt.Errorf("Error picking random price")
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}
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// get the expiry time based off the current time
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expiry := getExpiryTime(ctx)
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// now create the msg to post price
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msg := types.NewMsgPostPrice(address, marketID, price, expiry)
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// Perform basic validation of the msg - don't submit errors that fail ValidateBasic, use unit tests for testing ValidateBasic
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if err := msg.ValidateBasic(); err != nil {
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return noOpMsg, nil, fmt.Errorf("expected msg to pass ValidateBasic: %s", msg.GetSignBytes())
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}
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// now we submit the pricefeed update message
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if ok := submitMsg(ctx, handler, msg); !ok {
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return noOpMsg, nil, fmt.Errorf("could not submit pricefeed msg")
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}
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return simulation.NewOperationMsg(msg, true, "pricefeed update submitted"), nil, nil
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}
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}
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// getRandomOracle picks a random oracle from the list of oracles
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func getRandomOracle(r *rand.Rand, market pricefeed.Market) sdk.AccAddress {
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randomIndex := simulation.RandIntBetween(r, 0, len(market.Oracles))
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oracle := market.Oracles[randomIndex]
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return oracle
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}
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// pickRandomAsset picks a random asset out of the assets with equal probability
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// it returns the Market which includes the base asset as one of its fields
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func pickRandomAsset(ctx sdk.Context, keeper keeper.Keeper, r *rand.Rand) (market types.Market) {
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// get the params
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params := keeper.GetParams(ctx)
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// now pick a random asset
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randomIndex := simulation.RandIntBetween(r, 0, len(params.Markets))
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market = params.Markets[randomIndex]
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return market
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}
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// getExpiryTime gets a price expiry time by taking the current time and adding a delta to it
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func getExpiryTime(ctx sdk.Context) (t time.Time) {
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// need to use the blocktime from the context as the context generates random start time when running simulations
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t = ctx.BlockTime().Add(time.Second * 1000000)
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return t
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}
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// pickNewRandomPrice picks a new random price given the current price
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// It takes the current price then generates a random number to multiply it by to create variation while
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// still being in the similar range. Random walk style.
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func pickNewRandomPrice(r *rand.Rand, currentPrice sdk.Dec) (price sdk.Dec, err sdk.Error) {
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// Pick random price
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// this is in the range [0-0.4) because when added to 0.8 it gives a multiplier in the range 0.8-1.2
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got := sdk.MustNewDecFromStr("0.4")
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randomPriceMultiplier := simulation.RandomDecAmount(r, got) // get a random number
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if err != nil {
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fmt.Errorf("Error generating random price multiplier\n")
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return sdk.ZeroDec(), err
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}
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// 0.8 offset corresponds to 80% of the the current price
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offset := sdk.MustNewDecFromStr("0.8")
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// gives a result in range 0.8-1.2 inclusive, so the price can fluctuate from 80% to 120% of its current value
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randomPriceMultiplier = randomPriceMultiplier.Add(offset)
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// multiply the current price by the price multiplier
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price = randomPriceMultiplier.Mul(currentPrice)
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// return the price
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return price, nil
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}
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// submitMsg submits a message to the current instance of the keeper and returns a boolean whether the operation completed successfully or not
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func submitMsg(ctx sdk.Context, handler sdk.Handler, msg sdk.Msg) (ok bool) {
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ctx, write := ctx.CacheContext()
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got := handler(ctx, msg)
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ok = got.IsOK()
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if ok {
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write()
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}
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return ok
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}
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