simulation

package
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 Go to latest Published: Nov 26, 2021 License: Apache-2.0 Imports: 25 Imported by: 0

Documentation

Overview

Package simulation implements a full fledged Cosmos SDK application used for executing simulation test suites.

Simulation App

The SimApp type defines an application used for running extensive simulation testing suites. It contains all core modules, including governance, staking, slashing, and distribution.

Simulation is executed with various inputs including the number of blocks to simulate, the block size, whether the app should commit or not, the invariant checking period, and a seed which is used as a source of pseudo-randomness.

In addition to the various inputs, simulation runs mainly in three modes:

1. Completely random where the initial state, module parameters and simulation parameters are pseudo-randomly generated.

2. From a genesis file where the initial state and the module parameters are defined. This mode is helpful for running simulations on a known state such as a live network export where a new (mostly likely breaking) version of the application needs to be tested.

3. From a params file where the initial state is pseudo-randomly generated but the module and simulation parameters can be provided manually. This allows for a more controlled and deterministic simulation setup while allowing the state space to still be pseudo-randomly simulated.

The simulation test suite also supports testing determinism and import/export functionality.

Randomness

Currently, simulation uses a single seed (integer) as a source for a PRNG by which all random operations are executed from. Any call to the PRNG changes all future operations as the internal state of the PRNG is modified. For example, if a new message type is created and needs to be simulated, the new introduced PRNG call will change all subsequent operations.

This may can often be problematic when testing fixes to simulation faults. One current solution to this is to use a params file as mentioned above. In the future the simulation suite is expected to support a series of PRNGs that can be used uniquely per module and simulation component so that they will not effect each others state execution outcome.

Usage

To execute a completely pseudo-random simulation: 

 $ go test -mod=readonly github.com/cosmos/cosmos-sdk/simapp \
	-run=TestFullAppSimulation \
	-Enabled=true \
	-NumBlocks=100 \
	-BlockSize=200 \
	-Commit=true \
	-Seed=99 \
	-Period=5 \
	-v -timeout 24h

To execute simulation from a genesis file: 

 $ go test -mod=readonly github.com/cosmos/cosmos-sdk/simapp \
 	-run=TestFullAppSimulation \
 	-Enabled=true \
 	-NumBlocks=100 \
 	-BlockSize=200 \
 	-Commit=true \
 	-Seed=99 \
 	-Period=5 \
	-Genesis=/path/to/genesis.json \
 	-v -timeout 24h

To execute simulation from a simulation params file: 

 $ go test -mod=readonly github.com/cosmos/cosmos-sdk/simapp \
	-run=TestFullAppSimulation \
	-Enabled=true \
	-NumBlocks=100 \
	-BlockSize=200 \
	-Commit=true \
	-Seed=99 \
	-Period=5 \
	-Params=/path/to/params.json \
	-v -timeout 24h

To export the simulation params to a file at a given block height: 

 $ go test -mod=readonly github.com/cosmos/cosmos-sdk/simapp \
 	-run=TestFullAppSimulation \
 	-Enabled=true \
 	-NumBlocks=100 \
 	-BlockSize=200 \
 	-Commit=true \
 	-Seed=99 \
 	-Period=5 \
	-ExportParamsPath=/path/to/params.json \
	-ExportParamsHeight=50 \
	 -v -timeout 24h

To export the simulation app state (i.e genesis) to a file: 

 $ go test -mod=readonly github.com/cosmos/cosmos-sdk/simapp \
 	-run=TestFullAppSimulation \
 	-Enabled=true \
 	-NumBlocks=100 \
 	-BlockSize=200 \
 	-Commit=true \
 	-Seed=99 \
 	-Period=5 \
	-ExportStatePath=/path/to/genesis.json \
	 v -timeout 24h

Params

Params that are provided to simulation from a JSON file are used to used to set both module parameters and simulation parameters. See sim_test.go for the full set of parameters that can be provided.

Index

Constants

View Source 
const (
	BeginBlockEntryKind = "begin_block"
	EndBlockEntryKind   = "end_block"
	MsgEntryKind        = "msg"
	QueuedMsgEntryKind  = "queued_msg"
)

entry kinds for use within OperationEntry

View Source 
const AverageBlockTime = 6 * time.Second

Variables

This section is empty.

Functions

func CreateTransitionMatrix 

func CreateTransitionMatrix(weights [][]int) (simulation.TransitionMatrix, error)

CreateTransitionMatrix creates a transition matrix from the provided weights. TODO: Provide example usage

func GenAndDeliverTx 

func GenAndDeliverTx(txCtx OperationInput, fees sdk.Coins) (simtypes.OperationMsg, []simtypes.FutureOperation, error)

GenAndDeliverTx generates a transactions and delivers it.

func GenAndDeliverTxWithRandFees 

func GenAndDeliverTxWithRandFees(txCtx OperationInput) (simtypes.OperationMsg, []simtypes.FutureOperation, error)

GenAndDeliverTxWithRandFees generates a transaction with a random fee and delivers it.

func GetMemberOfInitialState 

func GetMemberOfInitialState(r *rand.Rand, weights []int) int

GetMemberOfInitialState takes an initial array of weights, of size n. It returns a weighted random number in [0,n).

func NewSimParamChange 

func NewSimParamChange(subspace, key string, simVal simulation.SimValFn) simulation.ParamChange

NewSimParamChange creates a new ParamChange instance

func NewWeightedProposalContent 

func NewWeightedProposalContent(appParamsKey string, defaultWeight int, contentSimulatorFn simulation.ContentSimulatorFn) simulation.WeightedProposalContent

func RandomRequestBeginBlock 

func RandomRequestBeginBlock(r *rand.Rand, params Params,
	validators mockValidators, pastTimes []time.Time,
	pastVoteInfos [][]abci.VoteInfo,
	event func(route, op, evResult string), header tmproto.Header) abci.RequestBeginBlock

RandomRequestBeginBlock generates a list of signing validators according to the provided list of validators, signing fraction, and evidence fraction

Types

type AccountKeeper 

type AccountKeeper interface {
	GetAccount(ctx sdk.Context, addr sdk.AccAddress) types.AccountI
}

AccountKeeper defines the expected account keeper used for simulations (noalias)

type BankKeeper 

type BankKeeper interface {
	SpendableCoins(ctx sdk.Context, addr sdk.AccAddress) sdk.Coins
}

BankKeeper defines the expected interface needed to retrieve account balances.

type DummyLogWriter 

type DummyLogWriter struct{}

dummy log writter

func (*DummyLogWriter) AddEntry 

func (lw *DummyLogWriter) AddEntry(_ OperationEntry)

do nothing

func (*DummyLogWriter) PrintLogs 

func (lw *DummyLogWriter) PrintLogs()

do nothing

type EventStats 

type EventStats map[string]map[string]map[string]int

EventStats defines an object that keeps a tally of each event that has occurred during a simulation.

func NewEventStats 

func NewEventStats() EventStats

NewEventStats creates a new empty EventStats object

func (EventStats) ExportJSON 

func (es EventStats) ExportJSON(path string)

ExportJSON saves the event stats as a JSON file on a given path

func (EventStats) Print 

func (es EventStats) Print(w io.Writer)

Print the event stats in JSON format.

func (EventStats) Tally 

func (es EventStats) Tally(route, op, evResult string)

Tally increases the count of a simulation event.

type LogWriter 

type LogWriter interface {
	AddEntry(OperationEntry)
	PrintLogs()
}

log writter

func NewLogWriter 

func NewLogWriter(testingmode bool) LogWriter

LogWriter - return a dummy or standard log writer given the testingmode

type OperationEntry 

type OperationEntry struct {
	EntryKind string          `json:"entry_kind" yaml:"entry_kind"`
	Height    int64           `json:"height" yaml:"height"`
	Order     int64           `json:"order" yaml:"order"`
	Operation json.RawMessage `json:"operation" yaml:"operation"`
}

OperationEntry - an operation entry for logging (ex. BeginBlock, EndBlock, XxxMsg, etc)

func BeginBlockEntry 

func BeginBlockEntry(height int64) OperationEntry

BeginBlockEntry - operation entry for begin block

func EndBlockEntry 

func EndBlockEntry(height int64) OperationEntry

EndBlockEntry - operation entry for end block

func MsgEntry 

func MsgEntry(height, order int64, opMsg simulation.OperationMsg) OperationEntry

MsgEntry - operation entry for standard msg

func NewOperationEntry 

func NewOperationEntry(entry string, height, order int64, op json.RawMessage) OperationEntry

NewOperationEntry creates a new OperationEntry instance

func QueuedMsgEntry 

func QueuedMsgEntry(height int64, opMsg simulation.OperationMsg) OperationEntry

QueuedMsgEntry creates an operation entry for a given queued message.

func (OperationEntry) MustMarshal 

func (oe OperationEntry) MustMarshal() json.RawMessage

MustMarshal marshals the operation entry, panic on error.

type OperationInput 

type OperationInput struct {
	R               *rand.Rand
	App             *baseapp.BaseApp
	TxGen           client.TxConfig
	Cdc             *codec.ProtoCodec
	Msg             sdk.Msg
	MsgType         string
	CoinsSpentInMsg sdk.Coins
	Context         sdk.Context
	SimAccount      simtypes.Account
	AccountKeeper   AccountKeeper
	Bankkeeper      BankKeeper
	ModuleName      string
}

OperationInput is a struct that holds all the needed values to generate a tx and deliver it

type OperationQueue 

type OperationQueue map[int][]simulation.Operation

OperationQueue defines an object for a queue of operations

func NewOperationQueue 

func NewOperationQueue() OperationQueue

NewOperationQueue creates a new OperationQueue instance.

type ParamChange 

type ParamChange struct {
	// contains filtered or unexported fields
}

ParamChange defines the object used for simulating parameter change proposals

func (ParamChange) ComposedKey 

func (spc ParamChange) ComposedKey() string

ComposedKey creates a new composed key for the param change proposal

func (ParamChange) Key 

func (spc ParamChange) Key() string

func (ParamChange) SimValue 

func (spc ParamChange) SimValue() simulation.SimValFn

func (ParamChange) Subspace 

func (spc ParamChange) Subspace() string

type Params 

type Params struct {
	// contains filtered or unexported fields
}

Params define the parameters necessary for running the simulations

func RandomParams 

func RandomParams(r *rand.Rand) Params

RandomParams returns random simulation parameters

func SimulateFromSeed 

func SimulateFromSeed(
	tb testing.TB,
	w io.Writer,
	app *baseapp.BaseApp,
	appStateFn simulation.AppStateFn,
	randAccFn simulation.RandomAccountFn,
	ops WeightedOperations,
	blockedAddrs map[string]bool,
	config simulation.Config,
	cdc codec.JSONCodec,
) (stopEarly bool, exportedParams Params, err error)

SimulateFromSeed tests an application by running the provided operations, testing the provided invariants, but using the provided config.Seed. TODO: split this monster function up

func (Params) BlockSizeTransitionMatrix 

func (p Params) BlockSizeTransitionMatrix() simulation.TransitionMatrix

func (Params) EvidenceFraction 

func (p Params) EvidenceFraction() float64

func (Params) InitialLivenessWeightings 

func (p Params) InitialLivenessWeightings() []int

func (Params) LivenessTransitionMatrix 

func (p Params) LivenessTransitionMatrix() simulation.TransitionMatrix

func (Params) NumKeys 

func (p Params) NumKeys() int

func (Params) PastEvidenceFraction 

func (p Params) PastEvidenceFraction() float64

type StandardLogWriter 

type StandardLogWriter struct {
	OpEntries []OperationEntry `json:"op_entries" yaml:"op_entries"`
}

log writter

func (*StandardLogWriter) AddEntry 

func (lw *StandardLogWriter) AddEntry(opEntry OperationEntry)

add an entry to the log writter

func (*StandardLogWriter) PrintLogs 

func (lw *StandardLogWriter) PrintLogs()

PrintLogs - print the logs to a simulation file

type TransitionMatrix 

type TransitionMatrix struct {
	// contains filtered or unexported fields
}

TransitionMatrix is _almost_ a left stochastic matrix. It is technically not one due to not normalizing the column values. In the future, if we want to find the steady state distribution, it will be quite easy to normalize these values to get a stochastic matrix. Floats aren't currently used as the default due to non-determinism across architectures

func (TransitionMatrix) NextState 

func (t TransitionMatrix) NextState(r *rand.Rand, i int) int

NextState returns the next state randomly chosen using r, and the weightings provided in the transition matrix.

type WeightedOperation 

type WeightedOperation struct {
	// contains filtered or unexported fields
}

WeightedOperation is an operation with associated weight. This is used to bias the selection operation within the simulator.

func NewWeightedOperation 

func NewWeightedOperation(weight int, op simulation.Operation) WeightedOperation

NewWeightedOperation creates a new WeightedOperation instance

func (WeightedOperation) Op 

func (w WeightedOperation) Op() simulation.Operation

func (WeightedOperation) Weight 

func (w WeightedOperation) Weight() int

type WeightedOperations 

type WeightedOperations []simulation.WeightedOperation

WeightedOperations is the group of all weighted operations to simulate.

type WeightedProposalContent 

type WeightedProposalContent struct {
	// contains filtered or unexported fields
}

WeightedProposalContent defines a common struct for proposal contents defined by external modules (i.e outside gov)

func (WeightedProposalContent) AppParamsKey 

func (w WeightedProposalContent) AppParamsKey() string

func (WeightedProposalContent) ContentSimulatorFn 

func (w WeightedProposalContent) ContentSimulatorFn() simulation.ContentSimulatorFn

func (WeightedProposalContent) DefaultWeight 

func (w WeightedProposalContent) DefaultWeight() int

Source Files

View all Source files

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