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This sections contains different ParsiQL code samples
You can also check the blockchain specific pages for simple code samples. Like here for Ethereum​
Ethereum
Uniswap Swap spikes
The following Smart Trigger allows to monitor a defined Table of Uniswap Pair Pools, perform calculations and detect Swap spikes according to threshold.
In this example we observe the PRQ/ETH Pair's Pool and set the ETH (WETH to be precise) as the trading asset (TradingAsset) to set the thresholds against.
Dataset
Dataset table for storing Uniswap Pairs Pool data
Smart Trigger
stream UniswapSwapSpikes
# We are interested in the Token Transfers for the Uniswap case.
from TokenTransfers
# We have a table with (interesting to us) Uniswap Pools. We want to monitor both BUYs and SELLs for them.
where @to in UniswapPools || @from in UniswapPools
process
​
    # Basic initialization variable for later usage
    let threshold = 0
    let initiator = 0x0
    let pool = 0x0
    let action = ""
    
    # If our Trading Asset is used for BUY operation
    if @to in UniswapPools && @code_address == UniswapPools[@to].TradingAsset then
        threshold = UniswapPools[@to].BuyThreshold
        # The address that initiated the BUY operation
        initiator = @from
        # The pool that was 
        pool = @to
        action = "BUY"
    # If our Trading Asset is used for SELL operation
    elseif @from in UniswapPools && @code_address == UniswapPools[@from].TradingAsset then
        threshold = UniswapPools[@from].SellThreshold
        initiator = @to
        pool = @from
        action = "SELL"
    end
    
    # Check that BUY or SELL happened
    if action != "" then
        # Additional check that we are dealing with ERC-20'ies
        if @is_erc20 then
            # We compare that the BUY/SELL amount is exceeding the defined (Buy/Sell)Threshold
            if compare({value: @value, decimals: @erc20.decimals}, {value: threshold, decimals: 0}) >= 0 then
                emit {@value, initiator, pool: UniswapPools[pool].Details, threshold, action, currency: @erc20.symbol, decimals: @erc20.decimals}
            end
        else 
            emit {@value, initiator, pool: UniswapPools[pool].Details, threshold, action, currency: "?", decimals: 18}
        end
    end
​
​
end
Uniswap PRQ Spikes
This Smart-Trigger is a more simple and specific solution to the same task as in "Uniswap Swap spikes", only that it monitors Uniswap spikes specifically for PRQ/ETH Pair Pool against ETH (WETH to be precise)
Dataset
Uniswap spike threshold values against PRQ and ETH separately
A Primitive Record to store WETH's Smart-Contract address
A Struct Record of fields that hold some PRQ related addresses
Smart Trigger
stream PRQTransfers
from TokenTransfers
where @code_address == WETH && @to == PRQTrackingData.UniswapAddress
process
    if compare({value: @value, decimals: @erc20.decimals}, {value: UniswapSpikeThreshold.ETH, decimals: 0}) >= 0 then
        emit {@value, @to, @from, decimals: @erc20.decimals, current_spike_threshold: UniswapSpikeThreshold.ETH, currency: @erc20.symbol}
    end
end
​
PRQ Whale Transfers
The following ParsiQL code stands behind the Flashr (PRQ Project to be precise in this example) that is a sub-product of PARSIQ Monitoring and is completely based on the Public Project feature. It allows to monitor all PRQ TokenTransfers with a defined threshold that is large enough to be counted as a whale one.
Dataset
Smart Trigger
stream WhaleTransfers
from TokenTransfers
where @code_address == PRQ.ContractAddress
process
    if compare({@value, decimals: @erc20.decimals}, {value: PRQ.WhaleTransferThreshold, decimals: 0}) >= 0 then
        let description = "PARSIQ (" + @erc20.symbol + ") Whale Transfers"
                                        
        let cryptorankFiatRate = getRate(@erc20.symbol)
        let fiat_value = @value * cryptorankFiatRate.value
        let fiat_decimals = @erc20.decimals + cryptorankFiatRate.decimals
    
        emit {@to, @from, @value, decimals: @erc20.decimals, symbol: @erc20.symbol, description, fiat_value, fiat_decimals}
    end
end
PARSIQ Foundation Wallets monitoring
As with task in "PRQ Whale Transfers" - this one is also used behind Flashr and aims to monitor a set of PARSIQ Foundation Wallets. 
Notice, that the stored Dataset (for addresses table) is accessible via the public API for this particular Public Project
Dataset
Smart Trigger
stream FoundationTransfers
from TokenTransfers
where @code_address == PRQ.ContractAddress
where @to in addresses || @from in addresses
process
    let toNote = ""
    let fromNote = ""
​
    if @to in addresses then
        toNote = addresses[@to].label
        fromNote = "origin"
    else
        toNote = "destination"
        fromNote = addresses[@from].label
    end
    
    let description = "PARSIQ (" + @erc20.symbol + ") Foundation Transfers"
    
    let cryptorankFiatRate = getRate(@erc20.symbol)
    let fiat_value = @value * cryptorankFiatRate.value
    let fiat_decimals = @erc20.decimals + cryptorankFiatRate.decimals
    
    emit {@to, @from, toNote, fromNote, @value, decimals: @erc20.decimals, symbol: @erc20.symbol, description, fiat_value, fiat_decimals}
end
Ocean Protocol Datatoken Accounting
This example shows how one can have multiple Datatokens and aggregate the volume of Datatokens used as a payment for specifc Dataset (matched against CorporateDatatokens Table Record) consumptions.
Smart Trigger
stream CorporateDatasetAccounting
# Stream all possible Dataset consumes on the Ocean Protocol
from OceanDatasetConsumes
# Filter those that match our Datatokens
where @dataToken in CorporateDatatokens
process
    # Initialize Datatoken volumes to 0
    state labelledAnimalImagesDatatokenVolume = 0
    state ebayProductsDatatokenVolume = 0
    
    # Detect Dataset
    let dataset = CorporateDatatokens[@dataToken].Dataset
    let volumeToSendViaAPI = 0
    
    if dataset == "Labelled Animal Images" then
        # Update volume in case of first Dataset
        labelledAnimalImagesDatatokenVolume += @amount
        volumeToSendViaAPI = labelledAnimalImagesDatatokenVolume
        # Emit results
        emit {..., volumeToSendViaAPI, decimals: 18, dataset}
    elseif dataset == "Ebay Products" then
        # Update volume in case of second Dataset
        ebayProductsDatatokenVolume += @amount
        volumeToSendViaAPI = ebayProductsDatatokenVolume
        # Emit results
        emit {..., volumeToSendViaAPI, decimals: 18, dataset}
    end
end
Streaming Chainlink Price Feed's latest round updates
In this example, specifically for ETH/USD pair.
Smart Trigger
stream EthUsdPriceUpdates
from ChainlinkPriceFeed
where @pair == "ETH/USD"
process      
    emit {...}
end
Compliance Wallet Tracker for CryptoPay
A Smart-Trigger that allows to set-up a multi-layer compliance protection for a fictional company, called "CryptoPay".
Dataset
Smart Trigger
# Our named Event Stream of "ClientTransfers"
stream ClientTransfers
# The Native Event Stream of ETH Transfers
from Transfers
# We are interested in deposits and withdrawals among our clients
where @to in ClientWallets || @from in ClientWallets
# We are interested in ETH Transfers that are more than our predefined MinimumTransfer
where compare({@value, decimals: 18}, {value: TrackingConfiguration.MinimumTransfer, decimals: 0}) > 0 
process
    # Accumulate IN- and OUT circulation volume among our clients
    state totalInflow = 0
    state totalOutflow = 0
    
    # Our client address
    let target = 0x0000000000000000000000000000000000000000
    # Other party of transfer
    let counterparty = 0x0000000000000000000000000000000000000000
    
    if @to in ClientWallets then
        totalInflow += @value
        target = @to
        counterparty = @from
    elseif @from in ClientWallets then
        totalOutflow += @value
        target = @from
        counterparty = @to
    end
    
    # Retrieve categorial risk score from Uppsala for non-client
    let uppsalaRiskScore = getSentinelProtocolData("ETH", counterparty)
    
    # 1st layer security. We start gathering more data in case of non-whitelisted result (greylist, blacklist or other)
    if uppsalaRiskScore.securityCategory != "whitelist" then
        # Retrieve numerical risk score from Crystal for non-client
        let crystalRiskScore = getCrystalDataForETH(counterparty)
        
        # 2nd layer security. We fire a compliance ALERT in case Crystal risk score is more than predefined AllowedRiskScore
        if compare(crystalRiskScore.decimalRiskScore, {value: TrackingConfiguration.AllowedRiskScore, decimals: 2}) > 0 then
            
            # Emit an ALERT
            emit {type: "ALERT", @from, @to, @value, targetLabel: ClientWallets[target].Label, targetID: ClientWallets[target].ID}
        else
            # Just emit a NOTIFICATION
            emit {type: "NOTIFICATION", @from, @to, @value, targetLabel: ClientWallets[target].Label, targetID: ClientWallets[target].ID}
        end
    else
        # Just emit a NOTIFICATION
        emit {type: "NOTIFICATION", @from, @to, @value, targetLabel: ClientWallets[target].Label, targetID: ClientWallets[target].ID}
    end
    
​
end
NFT Minting
A simple Smart Trigger to receive notifications when the NFT is getting minted
Smart Trigger
On Ethereum
On Polygon
stream NftMinting
from TokenTransfers
where @code_address == 0xContractAddress #A NFT Collection you want to monitor
&& @from == 0x0000000000000000000000000000000000000000
&& @is_erc721
​
process
​
  let token_id = @erc721.token_id
  emit { token_id }
  
end
stream NftMinting
from PolygonErc721Transfers
where @to == MATIC.address("0xd8d41C8b4f87B1d894E696E9FeDfe24628A77dd9") #A NFT Collection you want to monitor
&& @from == 0x0000000000000000000000000000000000000000
​
process
​
  let token_id = @token.id
  emit { token_id }
  
end
Binance Smart Chain
PancakeSwap volume aggregator for TWT/WBNB pair
In this particular case - we would like to aggregate the volume of TWT Tokens swapped in the context of TWT/WBNB Pair (BSC scan link) and then compare two approaches to calculating according USD volume: continuously or post factum.
Dataset
Smart Trigger
stream PancakeSwapTradesForTWTBNB
# We are interested in the BEP20 Token Transfers for the PancakeSwap case.
from BscBEP20Transfers
# We have a table with (interesting to us) PancakeSwap Pairs. We want to monitor both BUYs and SELLs for them.
where @to in PancakeSwapPairs || @from in PancakeSwapPairs
# Filter out everything except TWT/WBNB
where @to in PancakeSwapPairs && PancakeSwapPairs[@to].Pair == "TWT/WBNB" || @from in PancakeSwapPairs && PancakeSwapPairs[@from].Pair == "TWT/WBNB"
process
    state startingBlock = 0
    state buyVolumeTWT = 0
    state sellVolumeTWT = 0
    state buyVolumeInUSD = {value: 0, decimals: 0}
    state sellVolumeInUSD = {value: 0, decimals: 0}
    
    # Basic initialization variable for later usage
    let initiator = 0x0
    let pair = 0x0
    let action = ""
    let TWTinUSD = {value: 0, decimals: 0}
    
    if startingBlock == 0 then
        startingBlock = @block.number
    end
    
    let cryptorankPriceInUSDforTWT = {value: 0, decimals: 0}
    
    if @token.symbol == "TWT" then
        cryptorankPriceInUSDforTWT = getRate(@token.symbol)
        TWTinUSD = {value: @value * cryptorankPriceInUSDforTWT.value, decimals: @token.decimals + cryptorankPriceInUSDforTWT.decimals}
    end
    
    # If our Trading Asset (TWT) is used in BUY operation
    if @from in PancakeSwapPairs && @token.contract == PancakeSwapPairs[@from].PairFirst then
        # The address that initiated the TWT BUY operation
        initiator = @to
        # The target Pair
        pair = @from
        # The action
        action = "BUY"
        # The according to operation TWT volume update
        buyVolumeTWT += @value
        # The according to operation USD volume update
        buyVolumeInUSD = add(buyVolumeInUSD, TWTinUSD)
    # If our Trading Asset (TWT) is used in SELL operation
    elseif @to in PancakeSwapPairs && @token.contract == PancakeSwapPairs[@to].PairFirst then
        initiator = @from
        pair = @to
        action = "SELL"
        sellVolumeTWT += @value
        sellVolumeInUSD = add(sellVolumeInUSD, TWTinUSD)
    end
    
    let convertedBuyVolumeInUSD = {value: buyVolumeTWT * cryptorankPriceInUSDforTWT.value, decimals: @token.decimals + cryptorankPriceInUSDforTWT.decimals}
    let convertedSellVolumeInUSD = {value: sellVolumeTWT * cryptorankPriceInUSDforTWT.value, decimals: @token.decimals + cryptorankPriceInUSDforTWT.decimals}
    
    # Check that BUY or SELL happened
    if action == "BUY" || action == "SELL" then
        emit {
            @value, 
            decimals: @token.decimals, 
            symbol: @token.symbol, 
            initiator,
            pair: PancakeSwapPairs[pair].Pair,
            action,
            blockNumber: @block.number,
            buyVolumeTWT,
            sellVolumeTWT,
            buyVolumeInUSD,
            sellVolumeInUSD,
            convertedBuyVolumeInUSD,
            convertedSellVolumeInUSD,
            cryptorankPriceInUSDforTWT
        }
    end
    
    
end
​
ParsiQL
On-Chain Streams
Last modified 6mo ago
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Outline
PARSIQ Foundation Wallets monitoring
Ocean Protocol Datatoken Accounting
Streaming Chainlink Price Feed's latest round updates
Compliance Wallet Tracker for CryptoPay
NFT Minting
Binance Smart Chain
PancakeSwap volume aggregator for TWT/WBNB pair