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| Author | SHA1 | Date | |
|---|---|---|---|
| 255d8f126d | |||
| 88fce17efc | |||
| b4f1de9d0d | |||
| 0d8df3df9c | |||
| 2fc85c688b | |||
| 47fe85b50b | |||
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6b4cad1479 |
@@ -1,4 +0,0 @@
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--add-opens java.base/java.lang=ALL-UNNAMED
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--add-opens java.base/java.lang.reflect=ALL-UNNAMED
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--add-opens java.base/java.net=ALL-UNNAMED
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--add-opens java.base/java.util=ALL-UNNAMED
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@@ -24,14 +24,22 @@ import org.apache.flink.streaming.api.datastream.AsyncDataStream;
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import org.apache.flink.streaming.api.datastream.DataStream;
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import org.apache.flink.streaming.api.datastream.DataStreamSource;
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import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
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import org.apache.flink.streaming.api.functions.co.RichCoFlatMapFunction;
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import org.apache.flink.util.ParameterTool;
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import org.apache.flink.util.Collector;
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import stream.config.StreamingDefaults;
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import stream.dto.*;
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import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
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import stream.io.PoolElaborator;
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import stream.io.PoolTokenIdElaborator;
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import stream.io.TokenElaborator;
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import stream.io.SwapElaborator;
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import stream.io.BlockTimestampElaborator;
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import stream.ohlc.OHLCPipeline;
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import stream.source.eventlog.EventLogSourceFactory;
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import stream.source.newheads.NewHeadsSourceFactory;
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import java.util.HashMap;
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import java.util.Iterator;
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import java.util.Map;
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import java.io.IOException;
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import java.net.URI;
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@@ -65,41 +73,42 @@ public class DataStreamJob {
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final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
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env.getConfig().setGlobalJobParameters(parameters);
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// do not do this until considering how secrets are handled by flink
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// env.getConfig().setGlobalJobParameters(parameters);
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URI httpUri = new URI(parameters.get("rpc_url", "http://localhost:8545"));
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URI webSocketUri = new URI(parameters.get("ws_url", "ws://localhost:8546"));
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// Async operation parameters
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int asyncCapacity = parameters.getInt("async.capacity", StreamingDefaults.ASYNC_CAPACITY);
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int asyncTimeoutSeconds = parameters.getInt("async.timeout.seconds", StreamingDefaults.ASYNC_TIMEOUT_SECONDS);
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log.info("Async configuration - Capacity: {}, Timeout: {}s", asyncCapacity, asyncTimeoutSeconds);
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// Create ObjectMapper for pretty JSON printing
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ObjectMapper mapper = new ObjectMapper();
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mapper.enable(SerializationFeature.INDENT_OUTPUT);
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DataStream<ArbitrumOneBlock> arbitrumHeads = env
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.fromSource(
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NewHeadsSourceFactory.createSource(webSocketUri, ArbitrumOneBlock.class),
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org.apache.flink.api.common.eventtime.WatermarkStrategy.noWatermarks(),
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"ArbitrumOne Head Blocks",
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TypeInformation.of(ArbitrumOneBlock.class)
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);
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DataStream<MintEventLog> mintStream = getEventStream(env, webSocketUri, MintEventLog.SIGNATURE, MintEventLog.class, "Uniswap v3 Mint Events");
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DataStream<BurnEventLog> burnStream = getEventStream(env, webSocketUri, BurnEventLog.SIGNATURE, BurnEventLog.class, "Uniswap v3 Burn Events");
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DataStream<SwapEventLog> swapStream = getEventStream(env, webSocketUri, SwapEventLog.SIGNATURE, SwapEventLog.class, "Uniswap v3 Swap Events");
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SingleOutputStreamOperator<ElaboratedSwapEvent> elaboratedSwapStream = AsyncDataStream.unorderedWait(
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// Add block timestamp to swap events
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SingleOutputStreamOperator<SwapWithTimestamp> swapWithTimestampStream = AsyncDataStream.unorderedWait(
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swapStream,
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new PoolElaborator(),
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30,
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TimeUnit.SECONDS
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new BlockTimestampElaborator(),
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asyncTimeoutSeconds,
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TimeUnit.SECONDS,
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asyncCapacity
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);
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SingleOutputStreamOperator<SwapEventWithTokenIds> elaboratedSwapStream = AsyncDataStream.unorderedWait(
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swapWithTimestampStream,
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new PoolTokenIdElaborator(),
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asyncTimeoutSeconds,
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TimeUnit.SECONDS,
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asyncCapacity
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);
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// Extract token addresses and elaborate with metadata
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DataStream<AddressId> tokenAddresses = elaboratedSwapStream
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.flatMap(new FlatMapFunction<ElaboratedSwapEvent, AddressId>() {
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.flatMap(new FlatMapFunction<SwapEventWithTokenIds, AddressId>() {
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@Override
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public void flatMap(ElaboratedSwapEvent event, Collector<AddressId> collector) throws Exception {
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public void flatMap(SwapEventWithTokenIds event, Collector<AddressId> collector) throws Exception {
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collector.collect(new AddressId(42161, event.getToken0Address()));
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collector.collect(new AddressId(42161, event.getToken1Address()));
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}
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@@ -109,39 +118,104 @@ public class DataStreamJob {
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SingleOutputStreamOperator<Token> elaboratedTokens = AsyncDataStream.unorderedWait(
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tokenAddresses,
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new TokenElaborator(),
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120,
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TimeUnit.SECONDS
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asyncTimeoutSeconds,
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TimeUnit.SECONDS,
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asyncCapacity
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);
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// Print comprehensive swap event data with token metadata
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elaboratedSwapStream
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.map(event -> {
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// Connect swap events with token metadata to create SwapEventWithTokenMetadata
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DataStream<SwapEventWithTokenMetadata> swapsWithTokens = elaboratedSwapStream
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.connect(elaboratedTokens)
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.flatMap(new RichCoFlatMapFunction<SwapEventWithTokenIds, Token, SwapEventWithTokenMetadata>() {
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private final Map<String, Token> tokenCache = new HashMap<>();
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private final Map<String, SwapEventWithTokenIds> pendingSwaps = new HashMap<>();
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@Override
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public void flatMap1(SwapEventWithTokenIds event, Collector<SwapEventWithTokenMetadata> out) throws Exception {
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String token0Addr = event.getToken0Address().toLowerCase();
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String token1Addr = event.getToken1Address().toLowerCase();
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Token token0 = tokenCache.get(token0Addr);
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Token token1 = tokenCache.get(token1Addr);
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if (token0 != null && token1 != null) {
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// We have both tokens, create SwapEventWithTokenMetadata
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SwapEventWithTokenMetadata swapWithMetadata = new SwapEventWithTokenMetadata(event, token0, token1);
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out.collect(swapWithMetadata);
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} else {
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// Cache the swap event until we get both tokens
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pendingSwaps.put(event.getSwapEvent().transactionHash, event);
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}
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}
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@Override
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public void flatMap2(Token token, Collector<SwapEventWithTokenMetadata> out) throws Exception {
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// Cache the token
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tokenCache.put(token.address.toLowerCase(), token);
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// Check if any pending swaps can now be completed
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Iterator<Map.Entry<String, SwapEventWithTokenIds>> iterator = pendingSwaps.entrySet().iterator();
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while (iterator.hasNext()) {
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Map.Entry<String, SwapEventWithTokenIds> entry = iterator.next();
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SwapEventWithTokenIds event = entry.getValue();
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String token0Addr = event.getToken0Address().toLowerCase();
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String token1Addr = event.getToken1Address().toLowerCase();
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Token token0 = tokenCache.get(token0Addr);
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Token token1 = tokenCache.get(token1Addr);
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if (token0 != null && token1 != null) {
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SwapEventWithTokenMetadata swapWithMetadata = new SwapEventWithTokenMetadata(event, token0, token1);
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out.collect(swapWithMetadata);
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iterator.remove();
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}
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}
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}
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});
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// Apply SwapElaborator to create final Swap objects with calculated prices
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DataStream<Swap> swaps = swapsWithTokens
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.map(new SwapElaborator());
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// Test OHLC with USDC/WETH pool
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OHLCPipeline ohlcPipeline = new OHLCPipeline();
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DataStream<OHLCCandle> allOhlc = ohlcPipeline.createOHLCStream(swaps);
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// Filter and print OHLC candles for USDC/WETH pool only
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allOhlc
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.filter(candle -> {
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// Filter for specific USDC/WETH pool
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String poolAddress = candle.getPool().toLowerCase();
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String targetPool = "0x6f38e884725a116c9c7fbf208e79fe8828a2595f".toLowerCase();
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return poolAddress.equals(targetPool);
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})
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.map(candle -> {
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System.out.println("USDC/WETH OHLC: Pool=" + candle.getPool() +
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" Window=" + candle.getWindowStart() + "-" + candle.getWindowEnd() +
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" Trades=" + candle.getTradeCount() +
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" Open=" + candle.getOpen() +
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" High=" + candle.getHigh() +
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" Low=" + candle.getLow() +
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" Close=" + candle.getClose() +
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" Volume=" + candle.getVolume());
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return candle;
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})
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.setParallelism(1)
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.returns(OHLCCandle.class)
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.print("USDC-WETH-OHLC");
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// Print the final enriched swap objects
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swaps
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.map(swap -> {
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try {
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String json = mapper.writeValueAsString(event);
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log.info("SWAP EVENT - Pool: {} Block: {} TxHash: {} Token0: {} Token1: {} Amount0: {} Amount1: {} Tick: {}",
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event.getSwapEvent().address,
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event.getSwapEvent().blockNumber,
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event.getSwapEvent().transactionHash,
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event.getToken0Address(),
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event.getToken1Address(),
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event.getSwapEvent().amount0,
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event.getSwapEvent().amount1,
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event.getSwapEvent().tick);
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String json = mapper.writeValueAsString(swap);
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return json;
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} catch (Exception e) {
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return "Error converting elaborated swap event to JSON: " + e.getMessage();
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return "Error converting enriched swap to JSON: " + e.getMessage();
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}
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})
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.print("Swap Event: ");
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// Print token metadata when available
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elaboratedTokens
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.map(token -> {
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log.info("TOKEN METADATA - Address: {} Name: {} Symbol: {} Decimals: {}",
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token.address, token.name, token.symbol, token.decimals);
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return token.toString();
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})
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.print("Token: ");
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.print("Enriched Swap: ");
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env.execute("Ethereum Block Stream");
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}
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@@ -7,6 +7,8 @@ import org.web3j.abi.datatypes.Bool;
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import org.web3j.abi.datatypes.Type;
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import org.web3j.abi.datatypes.Utf8String;
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import org.web3j.abi.datatypes.generated.*;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import java.io.Serial;
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import java.io.Serializable;
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@@ -20,6 +22,8 @@ import static stream.io.EthUtils.keccak;
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@SuppressWarnings("rawtypes")
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public class ElaboratedEventType<T extends EventLog> extends EventType {
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private static final Logger LOG = LoggerFactory.getLogger(ElaboratedEventType.class);
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public transient String name;
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public transient List<String> paramNames;
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@@ -63,7 +67,9 @@ public class ElaboratedEventType<T extends EventLog> extends EventType {
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int dataValuesIndex = 0;
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int topicsIndex = 1; // the first topic is the event signature
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List<Object> args = new ArrayList<>();
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for (TypeReference<Type> paramType : this.paramTypes) {
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for (int i = 0; i < this.paramTypes.size(); i++) {
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TypeReference<Type> paramType = this.paramTypes.get(i);
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String paramName = this.paramNames.get(i);
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Object value;
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if (paramType.isIndexed()) {
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String encoded = topics.get(topicsIndex++);
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56
src/main/java/stream/dto/OHLCCandle.java
Normal file
56
src/main/java/stream/dto/OHLCCandle.java
Normal file
@@ -0,0 +1,56 @@
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package stream.dto;
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import java.math.BigDecimal;
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public class OHLCCandle {
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private final String pool;
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private final String token0;
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private final String token1;
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private final long windowStart;
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private final long windowEnd;
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private final BigDecimal open;
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private final BigDecimal high;
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private final BigDecimal low;
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private final BigDecimal close;
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private final BigDecimal volume;
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private final int tradeCount;
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public OHLCCandle(String pool, String token0, String token1,
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long windowStart, long windowEnd,
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BigDecimal open, BigDecimal high, BigDecimal low, BigDecimal close,
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BigDecimal volume, int tradeCount) {
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this.pool = pool;
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this.token0 = token0;
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this.token1 = token1;
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this.windowStart = windowStart;
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this.windowEnd = windowEnd;
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this.open = open;
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this.high = high;
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this.low = low;
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this.close = close;
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this.volume = volume;
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this.tradeCount = tradeCount;
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}
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// Getters
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public String getPool() { return pool; }
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public String getToken0() { return token0; }
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public String getToken1() { return token1; }
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public long getWindowStart() { return windowStart; }
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public long getWindowEnd() { return windowEnd; }
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public BigDecimal getOpen() { return open; }
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public BigDecimal getHigh() { return high; }
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public BigDecimal getLow() { return low; }
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public BigDecimal getClose() { return close; }
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public BigDecimal getVolume() { return volume; }
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public int getTradeCount() { return tradeCount; }
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@Override
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public String toString() {
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return String.format("OHLC[%s] %s/%s %d-%d: O=%.4f H=%.4f L=%.4f C=%.4f V=%.4f Trades=%d",
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pool.substring(0, 8) + "...",
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token0.substring(0, 6), token1.substring(0, 6),
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windowStart, windowEnd,
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open, high, low, close, volume, tradeCount);
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}
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}
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@@ -8,23 +8,35 @@ public class Swap extends ChainId {
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@Serial
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private static final long serialVersionUID = 1L;
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Long time; // milliseconds
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Exchange exchange;
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String pool; // address
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String takerAsset; // token address
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String makerAsset; // token address
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BigDecimal amount; // positive means the taker bought; negative means the taker sold.
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BigDecimal price;
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public Long time; // milliseconds
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public Exchange exchange;
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public String pool; // address
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public String takerAsset; // token address
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public String makerAsset; // token address
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public BigDecimal amountIn; // positive means the taker bought; negative means the taker sold.
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public BigDecimal amountOut; // positive means the taker bought; negative means the taker sold.
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public BigDecimal price;
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public Swap(int chainId, Long time, Exchange exchange, String pool, String takerAsset, String makerAsset,
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BigDecimal amount, BigDecimal price) {
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BigDecimal amountIn, BigDecimal amountOut, BigDecimal price) {
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super(chainId);
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this.time = time;
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this.exchange = exchange;
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this.pool = pool;
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this.takerAsset = takerAsset;
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this.makerAsset = makerAsset;
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this.amount = amount;
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this.price = price;
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this.amountIn = amountIn;
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this.amountOut = amountOut;
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this.price = price; // Total trade value
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}
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// Getter methods
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public Long getTime() { return time; }
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public Exchange getExchange() { return exchange; }
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public String getPool() { return pool; }
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public String getTakerAsset() { return takerAsset; }
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public String getMakerAsset() { return makerAsset; }
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public BigDecimal getAmountIn() { return amountIn; }
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public BigDecimal getAmountOut() { return amountOut; }
|
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public BigDecimal getPrice() { return price; }
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}
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@@ -29,13 +29,9 @@ public class SwapEventLog extends EventLog implements Serializable {
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|
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public String sender;
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public String recipient;
|
||||
@BigInt
|
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public BigInteger amount0;
|
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@BigInt
|
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public BigInteger amount1;
|
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@BigInt
|
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public BigInteger sqrtPriceX96;
|
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@BigInt
|
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public BigInteger liquidity;
|
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public int tick;
|
||||
|
||||
|
||||
@@ -1,21 +1,30 @@
|
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package stream.dto;
|
||||
|
||||
import java.io.Serializable;
|
||||
import java.math.BigInteger;
|
||||
|
||||
public class ElaboratedSwapEvent implements Serializable {
|
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public class SwapEventWithTokenIds implements Serializable {
|
||||
private SwapEventLog swapEvent;
|
||||
private String token0Address;
|
||||
private String token1Address;
|
||||
private BigInteger timestamp;
|
||||
|
||||
public ElaboratedSwapEvent() {
|
||||
public SwapEventWithTokenIds() {
|
||||
}
|
||||
|
||||
public ElaboratedSwapEvent(SwapEventLog swapEvent, String token0Address, String token1Address) {
|
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public SwapEventWithTokenIds(SwapEventLog swapEvent, String token0Address, String token1Address) {
|
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this.swapEvent = swapEvent;
|
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this.token0Address = token0Address;
|
||||
this.token1Address = token1Address;
|
||||
}
|
||||
|
||||
public SwapEventWithTokenIds(SwapEventLog swapEvent, String token0Address, String token1Address, BigInteger timestamp) {
|
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this.swapEvent = swapEvent;
|
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this.token0Address = token0Address;
|
||||
this.token1Address = token1Address;
|
||||
this.timestamp = timestamp;
|
||||
}
|
||||
|
||||
public SwapEventLog getSwapEvent() {
|
||||
return swapEvent;
|
||||
}
|
||||
@@ -39,4 +48,12 @@ public class ElaboratedSwapEvent implements Serializable {
|
||||
public void setToken1Address(String token1Address) {
|
||||
this.token1Address = token1Address;
|
||||
}
|
||||
|
||||
public BigInteger getTimestamp() {
|
||||
return timestamp;
|
||||
}
|
||||
|
||||
public void setTimestamp(BigInteger timestamp) {
|
||||
this.timestamp = timestamp;
|
||||
}
|
||||
}
|
||||
@@ -2,25 +2,25 @@ package stream.dto;
|
||||
|
||||
import java.io.Serializable;
|
||||
|
||||
public class FullyElaboratedSwap implements Serializable {
|
||||
private ElaboratedSwapEvent swapEvent;
|
||||
public class SwapEventWithTokenMetadata implements Serializable {
|
||||
private SwapEventWithTokenIds swapEvent;
|
||||
private Token token0;
|
||||
private Token token1;
|
||||
|
||||
public FullyElaboratedSwap() {
|
||||
public SwapEventWithTokenMetadata() {
|
||||
}
|
||||
|
||||
public FullyElaboratedSwap(ElaboratedSwapEvent swapEvent, Token token0, Token token1) {
|
||||
public SwapEventWithTokenMetadata(SwapEventWithTokenIds swapEvent, Token token0, Token token1) {
|
||||
this.swapEvent = swapEvent;
|
||||
this.token0 = token0;
|
||||
this.token1 = token1;
|
||||
}
|
||||
|
||||
public ElaboratedSwapEvent getSwapEvent() {
|
||||
public SwapEventWithTokenIds getSwapEvent() {
|
||||
return swapEvent;
|
||||
}
|
||||
|
||||
public void setSwapEvent(ElaboratedSwapEvent swapEvent) {
|
||||
public void setSwapEvent(SwapEventWithTokenIds swapEvent) {
|
||||
this.swapEvent = swapEvent;
|
||||
}
|
||||
|
||||
24
src/main/java/stream/dto/SwapWithTimestamp.java
Normal file
24
src/main/java/stream/dto/SwapWithTimestamp.java
Normal file
@@ -0,0 +1,24 @@
|
||||
package stream.dto;
|
||||
|
||||
import java.io.Serializable;
|
||||
import java.math.BigInteger;
|
||||
|
||||
public class SwapWithTimestamp implements Serializable {
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
private final SwapEventLog swapEvent;
|
||||
private final BigInteger timestamp;
|
||||
|
||||
public SwapWithTimestamp(SwapEventLog swapEvent, BigInteger timestamp) {
|
||||
this.swapEvent = swapEvent;
|
||||
this.timestamp = timestamp;
|
||||
}
|
||||
|
||||
public SwapEventLog getSwapEvent() {
|
||||
return swapEvent;
|
||||
}
|
||||
|
||||
public BigInteger getTimestamp() {
|
||||
return timestamp;
|
||||
}
|
||||
}
|
||||
@@ -16,11 +16,14 @@ import java.util.Collections;
|
||||
import java.util.Map;
|
||||
import java.util.concurrent.CompletableFuture;
|
||||
import java.util.concurrent.ExecutionException;
|
||||
import java.util.concurrent.atomic.AtomicInteger;
|
||||
|
||||
|
||||
public class BlockElaborator extends RichAsyncFunction<BlockId, EthBlock> {
|
||||
private static final Logger log = LoggerFactory.getLogger(BlockElaborator.class);
|
||||
private transient Web3j w3;
|
||||
private static final AtomicInteger activeOperations = new AtomicInteger(0);
|
||||
private static final AtomicInteger totalOperations = new AtomicInteger(0);
|
||||
|
||||
@Override
|
||||
public void open(OpenContext openContext) throws Exception {
|
||||
@@ -30,6 +33,13 @@ public class BlockElaborator extends RichAsyncFunction<BlockId, EthBlock> {
|
||||
|
||||
@Override
|
||||
public void asyncInvoke(BlockId blockId, final ResultFuture<EthBlock> resultFuture) {
|
||||
int active = activeOperations.incrementAndGet();
|
||||
int total = totalOperations.incrementAndGet();
|
||||
|
||||
if (total % 100 == 0) {
|
||||
log.info("BlockElaborator - Total operations: {}, Active operations: {}", total, active);
|
||||
}
|
||||
|
||||
CompletableFuture.supplyAsync(() -> {
|
||||
try {
|
||||
return getBlock(blockId);
|
||||
@@ -37,7 +47,14 @@ public class BlockElaborator extends RichAsyncFunction<BlockId, EthBlock> {
|
||||
log.error("Failed to get block {} on chain {}", blockId, e);
|
||||
throw new RuntimeException("Error processing block " + blockId, e);
|
||||
}
|
||||
}).thenAccept(result -> resultFuture.complete(Collections.singleton(result)));
|
||||
}).thenAccept(result -> {
|
||||
activeOperations.decrementAndGet();
|
||||
resultFuture.complete(Collections.singleton(result));
|
||||
}).exceptionally(throwable -> {
|
||||
activeOperations.decrementAndGet();
|
||||
resultFuture.completeExceptionally(throwable);
|
||||
return null;
|
||||
});
|
||||
}
|
||||
|
||||
private EthBlock getBlock(BlockId id) {
|
||||
|
||||
80
src/main/java/stream/io/BlockTimestampElaborator.java
Normal file
80
src/main/java/stream/io/BlockTimestampElaborator.java
Normal file
@@ -0,0 +1,80 @@
|
||||
package stream.io;
|
||||
|
||||
import org.apache.flink.api.common.functions.OpenContext;
|
||||
import org.apache.flink.streaming.api.functions.async.ResultFuture;
|
||||
import org.apache.flink.streaming.api.functions.async.RichAsyncFunction;
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
import org.web3j.protocol.core.methods.response.EthBlock;
|
||||
import stream.dto.BlockHash;
|
||||
import stream.dto.SwapEventLog;
|
||||
import stream.dto.SwapWithTimestamp;
|
||||
|
||||
import java.math.BigInteger;
|
||||
import java.util.Collections;
|
||||
|
||||
public class BlockTimestampElaborator extends RichAsyncFunction<SwapEventLog, SwapWithTimestamp> {
|
||||
private static final Logger log = LoggerFactory.getLogger(BlockTimestampElaborator.class);
|
||||
private transient BlockElaborator blockElaborator;
|
||||
|
||||
@Override
|
||||
public void open(OpenContext openContext) throws Exception {
|
||||
blockElaborator = new BlockElaborator();
|
||||
blockElaborator.setRuntimeContext(getRuntimeContext());
|
||||
blockElaborator.open(openContext);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void asyncInvoke(SwapEventLog swapEvent, ResultFuture<SwapWithTimestamp> resultFuture) {
|
||||
try {
|
||||
BlockHash blockHash = new BlockHash();
|
||||
blockHash.hash = swapEvent.blockHash;
|
||||
|
||||
// Create a custom ResultFuture to handle the block elaboration result
|
||||
ResultFuture<EthBlock> blockResultFuture = new ResultFuture<EthBlock>() {
|
||||
@Override
|
||||
public void complete(java.util.Collection<EthBlock> result) {
|
||||
try {
|
||||
if (!result.isEmpty()) {
|
||||
EthBlock ethBlock = result.iterator().next();
|
||||
BigInteger timestamp = ethBlock.getBlock().getTimestamp();
|
||||
SwapWithTimestamp swapWithTimestamp = new SwapWithTimestamp(swapEvent, timestamp);
|
||||
resultFuture.complete(Collections.singleton(swapWithTimestamp));
|
||||
} else {
|
||||
log.error("No block found for block hash {}", swapEvent.blockHash);
|
||||
resultFuture.completeExceptionally(new RuntimeException("No block found"));
|
||||
}
|
||||
} catch (Exception e) {
|
||||
log.error("Failed to get timestamp for block {} of swap in tx {}",
|
||||
swapEvent.blockHash, swapEvent.transactionHash, e);
|
||||
resultFuture.completeExceptionally(new RuntimeException("Error getting block timestamp", e));
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void complete(org.apache.flink.streaming.api.functions.async.CollectionSupplier<EthBlock> collectionSupplier) {
|
||||
try {
|
||||
complete(collectionSupplier.get());
|
||||
} catch (Exception e) {
|
||||
completeExceptionally(e);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void completeExceptionally(Throwable error) {
|
||||
log.error("Failed to get block {} for swap in tx {}",
|
||||
swapEvent.blockHash, swapEvent.transactionHash, error);
|
||||
resultFuture.completeExceptionally(error);
|
||||
}
|
||||
};
|
||||
|
||||
// Invoke the block elaborator asynchronously
|
||||
blockElaborator.asyncInvoke(blockHash, blockResultFuture);
|
||||
|
||||
} catch (Exception e) {
|
||||
log.error("Error in BlockTimestampElaborator for swap in tx {}",
|
||||
swapEvent.transactionHash, e);
|
||||
resultFuture.completeExceptionally(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -1,7 +1,7 @@
|
||||
package stream.io;
|
||||
|
||||
import stream.dto.SwapEventLog;
|
||||
import stream.dto.ElaboratedSwapEvent;
|
||||
import stream.dto.SwapWithTimestamp;
|
||||
import stream.dto.SwapEventWithTokenIds;
|
||||
import stream.contract.UniswapV3Pool;
|
||||
|
||||
import org.apache.flink.api.common.functions.OpenContext;
|
||||
@@ -17,8 +17,8 @@ import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
import java.util.Map;
|
||||
|
||||
public class PoolElaborator extends RichAsyncFunction<SwapEventLog, ElaboratedSwapEvent> {
|
||||
private static final Logger log = LoggerFactory.getLogger(PoolElaborator.class);
|
||||
public class PoolTokenIdElaborator extends RichAsyncFunction<SwapWithTimestamp, SwapEventWithTokenIds> {
|
||||
private static final Logger log = LoggerFactory.getLogger(PoolTokenIdElaborator.class);
|
||||
private transient Web3j web3j;
|
||||
private transient Credentials credentials;
|
||||
private transient DefaultGasProvider gasProvider;
|
||||
@@ -43,12 +43,12 @@ public class PoolElaborator extends RichAsyncFunction<SwapEventLog, ElaboratedSw
|
||||
}
|
||||
|
||||
@Override
|
||||
public void asyncInvoke(SwapEventLog swap, ResultFuture<ElaboratedSwapEvent> resultFuture) throws Exception {
|
||||
public void asyncInvoke(SwapWithTimestamp swapWithTimestamp, ResultFuture<SwapEventWithTokenIds> resultFuture) throws Exception {
|
||||
CompletableFuture.supplyAsync(() -> {
|
||||
try {
|
||||
// Load the pool contract
|
||||
UniswapV3Pool pool = UniswapV3Pool.load(
|
||||
swap.getAddress(), // Pool address from the event
|
||||
swapWithTimestamp.getSwapEvent().getAddress(), // Pool address from the event
|
||||
web3j,
|
||||
credentials,
|
||||
gasProvider
|
||||
@@ -58,13 +58,14 @@ public class PoolElaborator extends RichAsyncFunction<SwapEventLog, ElaboratedSw
|
||||
String token0 = pool.token0().send();
|
||||
String token1 = pool.token1().send();
|
||||
|
||||
// Create enriched event
|
||||
return new ElaboratedSwapEvent(swap, token0, token1);
|
||||
// Create enriched event with timestamp
|
||||
return new SwapEventWithTokenIds(swapWithTimestamp.getSwapEvent(), token0, token1, swapWithTimestamp.getTimestamp());
|
||||
|
||||
} catch (Exception e) {
|
||||
log.error("Error fetching pool tokens", e);
|
||||
// Return original without enrichment
|
||||
return new ElaboratedSwapEvent(swap, null, null);
|
||||
log.error("Error fetching pool tokens for swap in pool {}",
|
||||
swapWithTimestamp.getSwapEvent().getAddress(), e);
|
||||
// Return original without enrichment but with timestamp
|
||||
return new SwapEventWithTokenIds(swapWithTimestamp.getSwapEvent(), null, null, swapWithTimestamp.getTimestamp());
|
||||
}
|
||||
}).thenAccept(enriched -> {
|
||||
resultFuture.complete(Collections.singletonList(enriched));
|
||||
@@ -77,4 +78,4 @@ public class PoolElaborator extends RichAsyncFunction<SwapEventLog, ElaboratedSw
|
||||
web3j.shutdown();
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -11,20 +11,20 @@ import java.math.BigInteger;
|
||||
import java.math.MathContext;
|
||||
import java.math.RoundingMode;
|
||||
|
||||
public class SwapEnricher extends RichMapFunction<FullyElaboratedSwap, Swap> {
|
||||
private static final Logger log = LoggerFactory.getLogger(SwapEnricher.class);
|
||||
public class SwapElaborator extends RichMapFunction<SwapEventWithTokenMetadata, Swap> {
|
||||
private static final Logger log = LoggerFactory.getLogger(SwapElaborator.class);
|
||||
private static final MathContext MATH_CONTEXT = new MathContext(18, RoundingMode.HALF_UP);
|
||||
private static final BigDecimal Q96 = new BigDecimal(2).pow(96);
|
||||
|
||||
@Override
|
||||
public Swap map(FullyElaboratedSwap fullSwap) throws Exception {
|
||||
ElaboratedSwapEvent event = fullSwap.getSwapEvent();
|
||||
public Swap map(SwapEventWithTokenMetadata swapWithMetadata) throws Exception {
|
||||
SwapEventWithTokenIds event = swapWithMetadata.getSwapEvent();
|
||||
SwapEventLog swapLog = event.getSwapEvent();
|
||||
Token token0 = fullSwap.getToken0();
|
||||
Token token1 = fullSwap.getToken1();
|
||||
Token token0 = swapWithMetadata.getToken0();
|
||||
Token token1 = swapWithMetadata.getToken1();
|
||||
|
||||
// For now, hardcode exchange as UNISWAP_V3 and time as current time
|
||||
Long time = System.currentTimeMillis();
|
||||
// Use timestamp from block elaboration and set exchange as UNISWAP_V3
|
||||
Long time = event.getTimestamp().longValue();
|
||||
Exchange exchange = Exchange.UNISWAP_V3;
|
||||
|
||||
// Pool address
|
||||
@@ -45,10 +45,9 @@ public class SwapEnricher extends RichMapFunction<FullyElaboratedSwap, Swap> {
|
||||
BigDecimal decimalAdjustment = new BigDecimal(10).pow(-decimalDiff);
|
||||
adjustedPrice = price.divide(decimalAdjustment, MATH_CONTEXT);
|
||||
}
|
||||
|
||||
|
||||
// Determine which token is in and which is out based on amount signs
|
||||
boolean isToken0In = swapLog.amount0.compareTo(BigInteger.ZERO) < 0;
|
||||
|
||||
String takerAsset;
|
||||
String makerAsset;
|
||||
BigDecimal amountIn;
|
||||
@@ -59,7 +58,6 @@ public class SwapEnricher extends RichMapFunction<FullyElaboratedSwap, Swap> {
|
||||
// User is sending token0, receiving token1
|
||||
takerAsset = event.getToken0Address();
|
||||
makerAsset = event.getToken1Address();
|
||||
|
||||
// Convert amounts to human-readable format using decimals
|
||||
amountIn = new BigDecimal(swapLog.amount0.abs())
|
||||
.divide(new BigDecimal(10).pow(token0.decimals), MATH_CONTEXT);
|
||||
@@ -79,15 +77,12 @@ public class SwapEnricher extends RichMapFunction<FullyElaboratedSwap, Swap> {
|
||||
amountOut = new BigDecimal(swapLog.amount0)
|
||||
.divide(new BigDecimal(10).pow(token0.decimals), MATH_CONTEXT);
|
||||
|
||||
// Price is how much token0 you get per token1 (inverse of adjustedPrice)
|
||||
finalPrice = BigDecimal.ONE.divide(adjustedPrice, MATH_CONTEXT);
|
||||
// We need to calculate price as token1/token0 to be consistent with token0 as quote currency
|
||||
// Currently adjustedPrice = token1/token0, so we keep it as is
|
||||
// This ensures price always represents how many token0 (quote) per 1 token1 (base)
|
||||
// For example, in WETH/USDC: price = 2000 means 1 WETH costs 2000 USDC
|
||||
finalPrice = adjustedPrice;
|
||||
}
|
||||
|
||||
log.info("Enriched swap - Pool: {} {} -> {} Amount: {} -> {} Price: {}",
|
||||
pool, token0.symbol + "/" + token1.symbol,
|
||||
isToken0In ? token1.symbol : token0.symbol,
|
||||
amountIn, amountOut, finalPrice);
|
||||
|
||||
// Pass both amountIn and amountOut to constructor with unit price
|
||||
return new Swap(42161, time, exchange, pool, takerAsset, makerAsset, amountIn, amountOut, finalPrice);
|
||||
}
|
||||
@@ -6,6 +6,7 @@ import org.web3j.protocol.Web3j;
|
||||
import org.web3j.protocol.http.HttpService;
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
import stream.config.StreamingDefaults;
|
||||
|
||||
import java.time.Duration;
|
||||
import java.util.Arrays;
|
||||
@@ -25,15 +26,19 @@ public class Web3Client {
|
||||
synchronized (w3Lock) {
|
||||
log.info("Initializing Web3 client");
|
||||
String url = params.getOrDefault("rpc_url", "http://localhost:8545");
|
||||
int maxIdleConnections = Integer.parseInt(params.getOrDefault("max_idle_connections", "5"));
|
||||
int keepAlive = Integer.parseInt(params.getOrDefault("keep_alive", "60"));
|
||||
int maxIdleConnections = Integer.parseInt(params.getOrDefault("max_idle_connections", String.valueOf(StreamingDefaults.MAX_IDLE_CONNECTIONS)));
|
||||
int keepAlive = Integer.parseInt(params.getOrDefault("keep_alive", String.valueOf(StreamingDefaults.KEEP_ALIVE_MINUTES)));
|
||||
Duration timeout = Duration.ofSeconds(30);
|
||||
log.debug("Web3 connection parameters - URL: {}, Max idle connections: {}, Keep alive: {} minutes, Timeout: {} seconds",
|
||||
|
||||
ConnectionPool connectionPool = new ConnectionPool(maxIdleConnections, keepAlive, TimeUnit.MINUTES);
|
||||
|
||||
log.info("Web3 connection parameters - URL: {}, Max idle connections: {}, Keep alive: {} minutes, Timeout: {} seconds",
|
||||
url, maxIdleConnections, keepAlive, timeout.getSeconds());
|
||||
|
||||
var httpClient = new OkHttpClient.Builder()
|
||||
.connectionSpecs(Arrays.asList(MODERN_TLS, CLEARTEXT))
|
||||
.connectTimeout(timeout).callTimeout(timeout).readTimeout(timeout).writeTimeout(timeout)
|
||||
.connectionPool(new ConnectionPool(maxIdleConnections, keepAlive, TimeUnit.MINUTES))
|
||||
.connectionPool(connectionPool)
|
||||
.build();
|
||||
w3 = Web3j.build(new HttpService(url, httpClient));
|
||||
log.info("Web3 client initialized successfully");
|
||||
|
||||
41
src/main/java/stream/ohlc/OHLCAccumulator.java
Normal file
41
src/main/java/stream/ohlc/OHLCAccumulator.java
Normal file
@@ -0,0 +1,41 @@
|
||||
package stream.ohlc;
|
||||
|
||||
import java.math.BigDecimal;
|
||||
|
||||
public class OHLCAccumulator {
|
||||
public String pool = null;
|
||||
public String token0 = null; // Added
|
||||
public String token1 = null; // Added
|
||||
public BigDecimal open = null;
|
||||
public BigDecimal high = null;
|
||||
public BigDecimal low = null;
|
||||
public BigDecimal close = null;
|
||||
public BigDecimal volume = BigDecimal.ZERO;
|
||||
public int tradeCount = 0;
|
||||
public long firstTradeTime = 0;
|
||||
public long lastTradeTime = 0;
|
||||
|
||||
public OHLCAccumulator() {}
|
||||
|
||||
public void updatePrice(BigDecimal price, long timestamp) {
|
||||
if (open == null) {
|
||||
open = price;
|
||||
high = price;
|
||||
low = price;
|
||||
firstTradeTime = timestamp;
|
||||
} else {
|
||||
high = high.max(price);
|
||||
low = low.min(price);
|
||||
}
|
||||
close = price;
|
||||
lastTradeTime = timestamp;
|
||||
}
|
||||
|
||||
public void addVolume(BigDecimal amount) {
|
||||
volume = volume.add(amount);
|
||||
}
|
||||
|
||||
public void incrementTradeCount() {
|
||||
tradeCount++;
|
||||
}
|
||||
}
|
||||
98
src/main/java/stream/ohlc/OHLCAggregator.java
Normal file
98
src/main/java/stream/ohlc/OHLCAggregator.java
Normal file
@@ -0,0 +1,98 @@
|
||||
package stream.ohlc;
|
||||
|
||||
import org.apache.flink.api.common.functions.AggregateFunction;
|
||||
import stream.dto.Swap;
|
||||
import stream.dto.OHLCCandle;
|
||||
import java.math.BigDecimal;
|
||||
|
||||
public class OHLCAggregator implements AggregateFunction<Swap, OHLCAccumulator, OHLCCandle> {
|
||||
|
||||
private final long windowSize = 60; // 1 minute in seconds
|
||||
|
||||
@Override
|
||||
public OHLCAccumulator createAccumulator() {
|
||||
return new OHLCAccumulator();
|
||||
}
|
||||
|
||||
@Override
|
||||
public OHLCAccumulator add(Swap swap, OHLCAccumulator accumulator) {
|
||||
// Initialize pool and tokens on first swap
|
||||
if (accumulator.pool == null) {
|
||||
accumulator.pool = swap.getPool();
|
||||
// Store tokens in consistent order (you could sort by address)
|
||||
accumulator.token0 = swap.getTakerAsset();
|
||||
accumulator.token1 = swap.getMakerAsset();
|
||||
}
|
||||
|
||||
// Update OHLC prices
|
||||
accumulator.updatePrice(swap.getPrice(), swap.getTime());
|
||||
|
||||
// Calculate volume (using the taker's input amount as volume)
|
||||
BigDecimal volume = swap.getAmountIn().abs();
|
||||
accumulator.addVolume(volume);
|
||||
|
||||
// Increment trade count
|
||||
accumulator.incrementTradeCount();
|
||||
|
||||
return accumulator;
|
||||
}
|
||||
|
||||
@Override
|
||||
public OHLCAccumulator merge(OHLCAccumulator acc1, OHLCAccumulator acc2) {
|
||||
OHLCAccumulator merged = new OHLCAccumulator();
|
||||
|
||||
// Merge pool and token info
|
||||
merged.pool = acc1.pool != null ? acc1.pool : acc2.pool;
|
||||
merged.token0 = acc1.token0 != null ? acc1.token0 : acc2.token0;
|
||||
merged.token1 = acc1.token1 != null ? acc1.token1 : acc2.token1;
|
||||
|
||||
// Merge OHLC data
|
||||
if (acc1.open != null && acc2.open != null) {
|
||||
merged.open = acc1.firstTradeTime <= acc2.firstTradeTime ? acc1.open : acc2.open;
|
||||
merged.close = acc1.lastTradeTime >= acc2.lastTradeTime ? acc1.close : acc2.close;
|
||||
merged.high = acc1.high.max(acc2.high);
|
||||
merged.low = acc1.low.min(acc2.low);
|
||||
merged.firstTradeTime = Math.min(acc1.firstTradeTime, acc2.firstTradeTime);
|
||||
merged.lastTradeTime = Math.max(acc1.lastTradeTime, acc2.lastTradeTime);
|
||||
} else if (acc1.open != null) {
|
||||
merged.open = acc1.open;
|
||||
merged.close = acc1.close;
|
||||
merged.high = acc1.high;
|
||||
merged.low = acc1.low;
|
||||
merged.firstTradeTime = acc1.firstTradeTime;
|
||||
merged.lastTradeTime = acc1.lastTradeTime;
|
||||
} else if (acc2.open != null) {
|
||||
merged.open = acc2.open;
|
||||
merged.close = acc2.close;
|
||||
merged.high = acc2.high;
|
||||
merged.low = acc2.low;
|
||||
merged.firstTradeTime = acc2.firstTradeTime;
|
||||
merged.lastTradeTime = acc2.lastTradeTime;
|
||||
}
|
||||
|
||||
merged.volume = acc1.volume.add(acc2.volume);
|
||||
merged.tradeCount = acc1.tradeCount + acc2.tradeCount;
|
||||
|
||||
return merged;
|
||||
}
|
||||
|
||||
@Override
|
||||
public OHLCCandle getResult(OHLCAccumulator accumulator) {
|
||||
long windowStart = (accumulator.firstTradeTime / windowSize) * windowSize;
|
||||
long windowEnd = windowStart + windowSize;
|
||||
|
||||
return new OHLCCandle(
|
||||
accumulator.pool,
|
||||
accumulator.token0,
|
||||
accumulator.token1,
|
||||
windowStart,
|
||||
windowEnd,
|
||||
accumulator.open,
|
||||
accumulator.high,
|
||||
accumulator.low,
|
||||
accumulator.close,
|
||||
accumulator.volume,
|
||||
accumulator.tradeCount
|
||||
);
|
||||
}
|
||||
}
|
||||
26
src/main/java/stream/ohlc/OHLCPipeline.java
Normal file
26
src/main/java/stream/ohlc/OHLCPipeline.java
Normal file
@@ -0,0 +1,26 @@
|
||||
package stream.ohlc;
|
||||
|
||||
import org.apache.flink.streaming.api.datastream.DataStream;
|
||||
import org.apache.flink.streaming.api.windowing.assigners.TumblingProcessingTimeWindows;
|
||||
import java.time.Duration;
|
||||
import stream.dto.Swap;
|
||||
import stream.dto.OHLCCandle;
|
||||
|
||||
public class OHLCPipeline {
|
||||
|
||||
public DataStream<OHLCCandle> createOHLCStream(DataStream<Swap> swapStream) {
|
||||
|
||||
return swapStream
|
||||
// NO watermarks needed for processing-time windows
|
||||
.keyBy(Swap::getPool)
|
||||
|
||||
// Use 1-minute processing-time windows
|
||||
.window(TumblingProcessingTimeWindows.of(Duration.ofMinutes(1)))
|
||||
|
||||
// Simply use the aggregator
|
||||
.aggregate(new OHLCAggregator())
|
||||
|
||||
// Filter out empty windows
|
||||
.filter(candle -> candle.getTradeCount() > 0);
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user