|
| 1 | +/* |
| 2 | + * Copyright (c) 2023 Airbyte, Inc., all rights reserved. |
| 3 | + */ |
| 4 | +package io.airbyte.cdk.integrations.debezium.internals |
| 5 | + |
| 6 | +import com.google.common.collect.AbstractIterator |
| 7 | +import io.airbyte.cdk.integrations.debezium.CdcStateHandler |
| 8 | +import io.airbyte.cdk.integrations.debezium.CdcTargetPosition |
| 9 | +import io.airbyte.protocol.models.v0.AirbyteMessage |
| 10 | +import io.airbyte.protocol.models.v0.AirbyteStateStats |
| 11 | +import org.apache.kafka.connect.errors.ConnectException |
| 12 | +import org.slf4j.Logger |
| 13 | +import org.slf4j.LoggerFactory |
| 14 | +import java.time.Duration |
| 15 | +import java.time.OffsetDateTime |
| 16 | + |
| 17 | +/** |
| 18 | + * This class encapsulates CDC change events and adds the required functionality to create |
| 19 | + * checkpoints for CDC replications. That way, if the process fails in the middle of a long sync, it |
| 20 | + * will be able to recover for any acknowledged checkpoint in the next syncs. |
| 21 | + */ |
| 22 | +class DebeziumStateDecoratingIterator<T>(private val changeEventIterator: Iterator<ChangeEventWithMetadata>, |
| 23 | + private val cdcStateHandler: CdcStateHandler, |
| 24 | + private val targetPosition: CdcTargetPosition<T>, |
| 25 | + private val eventConverter: DebeziumEventConverter, |
| 26 | + offsetManager: AirbyteFileOffsetBackingStore, |
| 27 | + private val trackSchemaHistory: Boolean, |
| 28 | + private val schemaHistoryManager: AirbyteSchemaHistoryStorage?, |
| 29 | + checkpointDuration: Duration, |
| 30 | + checkpointRecords: Long) : AbstractIterator<AirbyteMessage?>(), MutableIterator<AirbyteMessage?> { |
| 31 | + private val offsetManager: AirbyteFileOffsetBackingStore? = offsetManager |
| 32 | + private var isSyncFinished = false |
| 33 | + |
| 34 | + /** |
| 35 | + * These parameters control when a checkpoint message has to be sent in a CDC integration. We can |
| 36 | + * emit a checkpoint when any of the following two conditions are met. |
| 37 | + * |
| 38 | + * |
| 39 | + * 1. The amount of records in the current loop (`SYNC_CHECKPOINT_RECORDS`) is higher than a |
| 40 | + * threshold defined by `SYNC_CHECKPOINT_RECORDS`. |
| 41 | + * |
| 42 | + * |
| 43 | + * 2. Time between checkpoints (`dateTimeLastSync`) is higher than a `Duration` defined |
| 44 | + * at `SYNC_CHECKPOINT_SECONDS`. |
| 45 | + * |
| 46 | + * |
| 47 | + */ |
| 48 | + private val syncCheckpointDuration = checkpointDuration |
| 49 | + private val syncCheckpointRecords = checkpointRecords |
| 50 | + private var dateTimeLastSync: OffsetDateTime? = null |
| 51 | + private var recordsLastSync: Long = 0 |
| 52 | + private var recordsAllSyncs: Long = 0 |
| 53 | + private var sendCheckpointMessage = false |
| 54 | + |
| 55 | + /** |
| 56 | + * `checkpointOffsetToSend` is used as temporal storage for the offset that we want to send as |
| 57 | + * message. As Debezium is reading records faster that we process them, if we try to send |
| 58 | + * `offsetManger.read()` offset, it is possible that the state is behind the record we are currently |
| 59 | + * propagating. To avoid that, we store the offset as soon as we reach the checkpoint threshold |
| 60 | + * (time or records) and we wait to send it until we are sure that the record we are processing is |
| 61 | + * behind the offset to be sent. |
| 62 | + */ |
| 63 | + private val checkpointOffsetToSend = HashMap<String?, String?>() |
| 64 | + |
| 65 | + /** |
| 66 | + * `previousCheckpointOffset` is used to make sure we don't send duplicated states with the same |
| 67 | + * offset. Is it possible that the offset Debezium report doesn't move for a period of time, and if |
| 68 | + * we just rely on the `offsetManger.read()`, there is a chance to sent duplicate states, generating |
| 69 | + * an unneeded usage of networking and processing. |
| 70 | + */ |
| 71 | + private val initialOffset: HashMap<String?, String?> |
| 72 | + private val previousCheckpointOffset: HashMap<String?, String?>? = offsetManager.read() as HashMap<String?, String?> |
| 73 | + |
| 74 | + /** |
| 75 | + * @param changeEventIterator Base iterator that we want to enrich with checkpoint messages |
| 76 | + * @param cdcStateHandler Handler to save the offset and schema history |
| 77 | + * @param offsetManager Handler to read and write debezium offset file |
| 78 | + * @param eventConverter Handler to transform debezium events into Airbyte messages. |
| 79 | + * @param trackSchemaHistory Set true if the schema needs to be tracked |
| 80 | + * @param schemaHistoryManager Handler to write schema. Needs to be initialized if |
| 81 | + * trackSchemaHistory is set to true |
| 82 | + * @param checkpointDuration Duration object with time between syncs |
| 83 | + * @param checkpointRecords Number of records between syncs |
| 84 | + */ |
| 85 | + init { |
| 86 | + this.initialOffset = HashMap(this.previousCheckpointOffset) |
| 87 | + resetCheckpointValues() |
| 88 | + } |
| 89 | + |
| 90 | + /** |
| 91 | + * Computes the next record retrieved from Source stream. Emits state messages as checkpoints based |
| 92 | + * on number of records or time lapsed. |
| 93 | + * |
| 94 | + * |
| 95 | + * |
| 96 | + * If this method throws an exception, it will propagate outward to the `hasNext` or |
| 97 | + * `next` invocation that invoked this method. Any further attempts to use the iterator will |
| 98 | + * result in an [IllegalStateException]. |
| 99 | + * |
| 100 | + * |
| 101 | + * @return [AirbyteStateMessage] containing CDC data or state checkpoint message. |
| 102 | + */ |
| 103 | + override fun computeNext(): AirbyteMessage? { |
| 104 | + if (isSyncFinished) { |
| 105 | + return endOfData() |
| 106 | + } |
| 107 | + |
| 108 | + if (cdcStateHandler.isCdcCheckpointEnabled && sendCheckpointMessage) { |
| 109 | + LOGGER.info("Sending CDC checkpoint state message.") |
| 110 | + val stateMessage = createStateMessage(checkpointOffsetToSend, recordsLastSync) |
| 111 | + previousCheckpointOffset!!.clear() |
| 112 | + previousCheckpointOffset.putAll(checkpointOffsetToSend) |
| 113 | + resetCheckpointValues() |
| 114 | + return stateMessage |
| 115 | + } |
| 116 | + |
| 117 | + if (changeEventIterator.hasNext()) { |
| 118 | + val event = changeEventIterator.next() |
| 119 | + |
| 120 | + if (cdcStateHandler.isCdcCheckpointEnabled) { |
| 121 | + if (checkpointOffsetToSend.isEmpty() && |
| 122 | + (recordsLastSync >= syncCheckpointRecords || |
| 123 | + Duration.between(dateTimeLastSync, OffsetDateTime.now()).compareTo(syncCheckpointDuration) > 0)) { |
| 124 | + // Using temporal variable to avoid reading teh offset twice, one in the condition and another in |
| 125 | + // the assignation |
| 126 | + try { |
| 127 | + val temporalOffset = offsetManager!!.read() as HashMap<String?, String?> |
| 128 | + if (!targetPosition.isSameOffset(previousCheckpointOffset, temporalOffset)) { |
| 129 | + checkpointOffsetToSend.putAll(temporalOffset) |
| 130 | + } |
| 131 | + } catch (e: ConnectException) { |
| 132 | + LOGGER.warn("Offset file is being written by Debezium. Skipping CDC checkpoint in this loop.") |
| 133 | + } |
| 134 | + } |
| 135 | + |
| 136 | + if (checkpointOffsetToSend.size == 1 && changeEventIterator.hasNext() |
| 137 | + && !event.isSnapshotEvent) { |
| 138 | + if (targetPosition.isEventAheadOffset(checkpointOffsetToSend, event)) { |
| 139 | + sendCheckpointMessage = true |
| 140 | + } else { |
| 141 | + LOGGER.info("Encountered {} records with the same event offset", recordsLastSync) |
| 142 | + } |
| 143 | + } |
| 144 | + } |
| 145 | + recordsLastSync++ |
| 146 | + recordsAllSyncs++ |
| 147 | + return eventConverter.toAirbyteMessage(event) |
| 148 | + } |
| 149 | + |
| 150 | + isSyncFinished = true |
| 151 | + val syncFinishedOffset = offsetManager!!.read() as HashMap<String?, String?> |
| 152 | + if (recordsAllSyncs == 0L && targetPosition.isSameOffset(initialOffset, syncFinishedOffset)) { |
| 153 | + // Edge case where no progress has been made: wrap up the |
| 154 | + // sync by returning the initial offset instead of the |
| 155 | + // current offset. We do this because we found that |
| 156 | + // for some databases, heartbeats will cause Debezium to |
| 157 | + // overwrite the offset file with a state which doesn't |
| 158 | + // include all necessary data such as snapshot completion. |
| 159 | + // This is the case for MS SQL Server, at least. |
| 160 | + return createStateMessage(initialOffset, 0) |
| 161 | + } |
| 162 | + return createStateMessage(syncFinishedOffset, recordsLastSync) |
| 163 | + } |
| 164 | + |
| 165 | + /** |
| 166 | + * Initialize or reset the checkpoint variables. |
| 167 | + */ |
| 168 | + private fun resetCheckpointValues() { |
| 169 | + sendCheckpointMessage = false |
| 170 | + checkpointOffsetToSend.clear() |
| 171 | + recordsLastSync = 0L |
| 172 | + dateTimeLastSync = OffsetDateTime.now() |
| 173 | + } |
| 174 | + |
| 175 | + /** |
| 176 | + * Creates [AirbyteStateMessage] while updating CDC data, used to checkpoint the state of the |
| 177 | + * process. |
| 178 | + * |
| 179 | + * @return [AirbyteStateMessage] which includes offset and schema history if used. |
| 180 | + */ |
| 181 | + private fun createStateMessage(offset: Map<String?, String?>?, recordCount: Long): AirbyteMessage? { |
| 182 | + if (trackSchemaHistory && schemaHistoryManager == null) { |
| 183 | + throw RuntimeException("Schema History Tracking is true but manager is not initialised") |
| 184 | + } |
| 185 | + if (offsetManager == null) { |
| 186 | + throw RuntimeException("Offset can not be null") |
| 187 | + } |
| 188 | + |
| 189 | + val message = cdcStateHandler.saveState(offset, schemaHistoryManager?.read()) |
| 190 | + message!!.state.withSourceStats(AirbyteStateStats().withRecordCount(recordCount.toDouble())) |
| 191 | + return message |
| 192 | + } |
| 193 | + |
| 194 | + companion object { |
| 195 | + private val LOGGER: Logger = LoggerFactory.getLogger(DebeziumStateDecoratingIterator::class.java) |
| 196 | + } |
| 197 | +} |
0 commit comments