[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>
This commit is contained in:
jmahess 2020-04-12 12:34:01 -04:00 committed by GitHub
parent 3da4657102
commit 8d199746cd
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4 changed files with 200 additions and 5 deletions

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@ -34,7 +34,9 @@ import (
"github.com/cosmos/cosmos-sdk/x/staking"
stakingsimops "github.com/cosmos/cosmos-sdk/x/staking/simulation/operations"
"github.com/cosmos/cosmos-sdk/x/supply"
bep3simops "github.com/kava-labs/kava/x/bep3/simulation/operations"
pricefeedsimops "github.com/kava-labs/kava/x/pricefeed/simulation/operations"
)
// Simulation parameter constants
@ -57,6 +59,7 @@ const (
OpWeightMsgUndelegate = "op_weight_msg_undelegate"
OpWeightMsgBeginRedelegate = "op_weight_msg_begin_redelegate"
OpWeightMsgUnjail = "op_weight_msg_unjail"
OpWeightMsgPricefeed = "op_weight_msg_pricefeed"
OpWeightMsgCreateAtomicSwap = "op_weight_msg_create_atomic_Swap"
)
@ -277,6 +280,17 @@ func testAndRunTxs(app *App, config simulation.Config) []simulation.WeightedOper
}(nil),
bep3simops.SimulateMsgCreateAtomicSwap(app.accountKeeper, app.bep3Keeper),
},
{
func(_ *rand.Rand) int {
var v int
ap.GetOrGenerate(app.cdc, OpWeightMsgPricefeed, &v, nil,
func(_ *rand.Rand) {
v = 10000 // TODO
})
return v
}(nil),
pricefeedsimops.SimulateMsgUpdatePrices(app.pricefeedKeeper),
},
}
}

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@ -178,6 +178,7 @@ func (k Keeper) calculateMeanPrice(ctx sdk.Context, prices []types.CurrentPrice)
// GetCurrentPrice fetches the current median price of all oracles for a specific market
func (k Keeper) GetCurrentPrice(ctx sdk.Context, marketID string) (types.CurrentPrice, sdk.Error) {
store := ctx.KVStore(k.key)
bz := store.Get([]byte(types.CurrentPricePrefix + marketID))
if bz == nil {
@ -185,6 +186,7 @@ func (k Keeper) GetCurrentPrice(ctx sdk.Context, marketID string) (types.Current
}
var price types.CurrentPrice
k.cdc.MustUnmarshalBinaryBare(bz, &price)
if price.Price.Equal(sdk.ZeroDec()) {
return types.CurrentPrice{}, types.ErrNoValidPrice(k.codespace)
}

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@ -2,21 +2,64 @@ package simulation
import (
"fmt"
"time"
"github.com/cosmos/cosmos-sdk/codec"
"github.com/cosmos/cosmos-sdk/types/module"
"github.com/cosmos/cosmos-sdk/x/simulation"
"github.com/kava-labs/kava/x/pricefeed/types"
pricefeed "github.com/kava-labs/kava/x/pricefeed/types"
sdk "github.com/cosmos/cosmos-sdk/types"
)
// RandomizedGenState generates a random GenesisState for pricefeed
func RandomizedGenState(simState *module.SimulationState) {
// TODO implement this fully
// - randomly generating the genesis params
// - overwriting with genesis provided to simulation
pricefeedGenesis := types.DefaultGenesisState()
// get the params with xrp, btc and bnb to usd
// getPricefeedSimulationParams is defined to return params with xrp:usd, btc:usd, bnb:usd
params := getPricefeedSimulationParams()
markets := []types.Market{}
genPrices := []types.PostedPrice{}
// chose one account to be the oracle
oracle := simState.Accounts[simulation.RandIntBetween(simState.Rand, 0, len(simState.Accounts))]
for _, market := range params.Markets {
updatedMarket := types.Market{market.MarketID, market.BaseAsset, market.QuoteAsset, []sdk.AccAddress{oracle.Address}, true}
markets = append(markets, updatedMarket)
genPrice := types.PostedPrice{market.MarketID, oracle.Address, getInitialPrice(market.MarketID), simState.GenTimestamp.Add(time.Hour * 24)}
genPrices = append(genPrices, genPrice)
}
params = types.NewParams(markets)
pricefeedGenesis := types.NewGenesisState(params, genPrices)
fmt.Printf("Selected randomly generated %s parameters:\n%s\n", types.ModuleName, codec.MustMarshalJSONIndent(simState.Cdc, pricefeedGenesis))
simState.GenState[types.ModuleName] = simState.Cdc.MustMarshalJSON(pricefeedGenesis)
}
// getPricefeedSimulationParams returns the params with xrp:usd, btc:usd, bnb:usd
func getPricefeedSimulationParams() types.Params {
// SET UP THE PRICEFEED GENESIS STATE
pricefeedGenesis := pricefeed.GenesisState{
Params: pricefeed.Params{
Markets: []pricefeed.Market{
pricefeed.Market{MarketID: "btc:usd", BaseAsset: "btc", QuoteAsset: "usd", Oracles: []sdk.AccAddress{}, Active: true},
pricefeed.Market{MarketID: "xrp:usd", BaseAsset: "xrp", QuoteAsset: "usd", Oracles: []sdk.AccAddress{}, Active: true},
pricefeed.Market{MarketID: "bnb:usd", BaseAsset: "bnb", QuoteAsset: "usd", Oracles: []sdk.AccAddress{}, Active: true},
},
},
}
return pricefeedGenesis.Params
}
// getInitialPrice gets the starting price for each of the base assets
func getInitialPrice(marketId string) (price sdk.Dec) {
switch marketId {
case "btc:usd":
return sdk.MustNewDecFromStr("7000")
case "bnb:usd":
return sdk.MustNewDecFromStr("14")
case "xrp:usd":
return sdk.MustNewDecFromStr("0.2")
}
panic(fmt.Sprintf("Invalid marketId in getInitialPrice: %s\n", marketId))
}

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@ -0,0 +1,136 @@
package operations
import (
"fmt"
"math/rand"
"time"
"github.com/cosmos/cosmos-sdk/baseapp"
sdk "github.com/cosmos/cosmos-sdk/types"
"github.com/cosmos/cosmos-sdk/x/simulation"
"github.com/kava-labs/kava/x/pricefeed"
"github.com/kava-labs/kava/x/pricefeed/keeper"
"github.com/kava-labs/kava/x/pricefeed/types"
)
var (
noOpMsg = simulation.NoOpMsg(pricefeed.ModuleName)
)
// SimulateMsgUpdatePrices updates the prices of various assets by randomly varying them based on current price
func SimulateMsgUpdatePrices(keeper keeper.Keeper) simulation.Operation {
// get a pricefeed handler
handler := pricefeed.NewHandler(keeper)
return func(r *rand.Rand, app *baseapp.BaseApp, ctx sdk.Context, accs []simulation.Account) (
simulation.OperationMsg, []simulation.FutureOperation, error) {
// OVERALL LOGIC:
// (1) RANDOMLY PICK AN ASSET OUT OF BNB AN BTC [TODO QUESTION - USDX IS EXCLUDED AS IT IS A STABLE DENOM
// (2) GET THE CURRENT PRICE OF THAT ASSET IN USD
// (3) GENERATE A RANDOM NUMBER IN THE RANGE 0.8-1.2 (UNIFORM DISTRIBUTION)
// (4) MULTIPLY THE CURRENT PRICE BY THE RANDOM NUMBER
// (5) POST THE NEW PRICE TO THE KEEPER
// pick a random asset out of BNB and BTC
randomMarket := pickRandomAsset(ctx, keeper, r)
marketID := randomMarket.MarketID
// Get the current price of the asset
currentPrice, err := keeper.GetCurrentPrice(ctx, marketID) // Note this is marketID AND **NOT** just the base asset
if err != nil {
return noOpMsg, nil, fmt.Errorf("Error getting current price")
}
// get the address for the account
// this address needs to be an oracle and also exist. genesis should add all the accounts as oracles.
address := getRandomOracle(r, randomMarket)
// generate a new random price based off the current price
price, err := pickNewRandomPrice(r, currentPrice.Price)
if err != nil {
return noOpMsg, nil, fmt.Errorf("Error picking random price")
}
// get the expiry time based off the current time
expiry := getExpiryTime(ctx)
// now create the msg to post price
msg := types.NewMsgPostPrice(address, marketID, price, expiry)
// Perform basic validation of the msg - don't submit errors that fail ValidateBasic, use unit tests for testing ValidateBasic
if err := msg.ValidateBasic(); err != nil {
return noOpMsg, nil, fmt.Errorf("expected msg to pass ValidateBasic: %s", msg.GetSignBytes())
}
// now we submit the pricefeed update message
if ok := submitMsg(ctx, handler, msg); !ok {
return noOpMsg, nil, fmt.Errorf("could not submit pricefeed msg")
}
return simulation.NewOperationMsg(msg, true, "pricefeed update submitted"), nil, nil
}
}
// getRandomOracle picks a random oracle from the list of oracles
func getRandomOracle(r *rand.Rand, market pricefeed.Market) sdk.AccAddress {
randomIndex := simulation.RandIntBetween(r, 0, len(market.Oracles))
oracle := market.Oracles[randomIndex]
return oracle
}
// pickRandomAsset picks a random asset out of the assets with equal probability
// it returns the Market which includes the base asset as one of its fields
func pickRandomAsset(ctx sdk.Context, keeper keeper.Keeper, r *rand.Rand) (market types.Market) {
// get the params
params := keeper.GetParams(ctx)
// now pick a random asset
randomIndex := simulation.RandIntBetween(r, 0, len(params.Markets))
market = params.Markets[randomIndex]
return market
}
// getExpiryTime gets a price expiry time by taking the current time and adding a delta to it
func getExpiryTime(ctx sdk.Context) (t time.Time) {
// need to use the blocktime from the context as the context generates random start time when running simulations
t = ctx.BlockTime().Add(time.Second * 1000000)
return t
}
// pickNewRandomPrice picks a new random price given the current price
// It takes the current price then generates a random number to multiply it by to create variation while
// still being in the similar range. Random walk style.
func pickNewRandomPrice(r *rand.Rand, currentPrice sdk.Dec) (price sdk.Dec, err sdk.Error) {
// Pick random price
// 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
got := sdk.MustNewDecFromStr("0.4")
randomPriceMultiplier := simulation.RandomDecAmount(r, got) // get a random number
if err != nil {
fmt.Errorf("Error generating random price multiplier\n")
return sdk.ZeroDec(), err
}
// 0.8 offset corresponds to 80% of the the current price
offset := sdk.MustNewDecFromStr("0.8")
// gives a result in range 0.8-1.2 inclusive, so the price can fluctuate from 80% to 120% of its current value
randomPriceMultiplier = randomPriceMultiplier.Add(offset)
// multiply the current price by the price multiplier
price = randomPriceMultiplier.Mul(currentPrice)
// return the price
return price, nil
}
// submitMsg submits a message to the current instance of the keeper and returns a boolean whether the operation completed successfully or not
func submitMsg(ctx sdk.Context, handler sdk.Handler, msg sdk.Msg) (ok bool) {
ctx, write := ctx.CacheContext()
got := handler(ctx, msg)
ok = got.IsOK()
if ok {
write()
}
return ok
}