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feat: get implementation diff from feat branch
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package com.gotocompany.depot; | ||
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import com.google.protobuf.Timestamp; | ||
import com.gotocompany.depot.common.Tuple; | ||
import com.gotocompany.depot.exception.SinkException; | ||
import com.gotocompany.depot.maxcompute.MaxComputeSinkFactory; | ||
import com.gotocompany.depot.message.Message; | ||
import com.gotocompany.depot.metrics.StatsDReporter; | ||
import com.timgroup.statsd.NoOpStatsDClient; | ||
import deduction.HttpRequest; | ||
import lombok.extern.slf4j.Slf4j; | ||
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import java.util.HashMap; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.Random; | ||
import java.util.UUID; | ||
import java.util.stream.Collectors; | ||
import java.util.stream.IntStream; | ||
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@Slf4j | ||
public class Main { | ||
public static void main(String[] args) throws SinkException { | ||
StatsDReporter statsDReporter = new StatsDReporter(new NoOpStatsDClient()); | ||
MaxComputeSinkFactory maxComputeSinkFactory = new MaxComputeSinkFactory(statsDReporter, getMockEnv()); | ||
maxComputeSinkFactory.init(); | ||
Sink sink = maxComputeSinkFactory.create(); | ||
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while (true) { | ||
int batchCount = Math.max(1, new Random().nextInt() % 20); | ||
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List<Message> messageList = IntStream.range(0, batchCount) | ||
.mapToObj(index -> { | ||
byte[] messageBytes = HttpRequest.newBuilder() | ||
.setField1(UUID.randomUUID().toString()) | ||
.setField2(UUID.randomUUID().toString()) | ||
.setEventTimestamp(Timestamp.newBuilder() | ||
.setSeconds(System.currentTimeMillis() / 1000) | ||
.setNanos(0) | ||
.build()) | ||
.build().toByteArray(); | ||
return new Message(null, messageBytes, new Tuple<>("topic", "test"), new Tuple<>("partition", 0), new Tuple<>("offset", index), new Tuple<>("timestamp", System.currentTimeMillis())); | ||
}) | ||
.collect(Collectors.toList()); | ||
sink.pushToSink(messageList); | ||
log.info("Pushed {} messages to sink", batchCount); | ||
} | ||
} | ||
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private static Map<String, String> getMockEnv() { | ||
Map<String, String> env = new HashMap<>(); | ||
env.put("SINK_CONNECTOR_SCHEMA_MESSAGE_MODE", "LOG_MESSAGE"); | ||
env.put("INPUT_SCHEMA_PROTO_CLASS", "deduction.HttpRequest"); | ||
env.put("SINK_CONNECTOR_SCHEMA_PROTO_MESSAGE_CLASS", "deduction.HttpRequest"); | ||
env.put("SCHEMA_REGISTRY_STENCIL_ENABLE", "true"); | ||
env.put("SCHEMA_REGISTRY_STENCIL_URLS", "http://stencil.integration.gtfdata.io/v1beta1/namespaces/gtfn/schemas/depot"); | ||
env.put("SCHEMA_REGISTRY_STENCIL_FETCH_TIMEOUT_MS", "10000"); | ||
env.put("SCHEMA_REGISTRY_STENCIL_CACHE_AUTO_REFRESH", "true"); | ||
env.put("SCHEMA_REGISTRY_STENCIL_REFRESH_STRATEGY", "LONG_POLLING"); | ||
env.put("SINK_MAXCOMPUTE_ODPS_URL", "http://service.ap-southeast-5.maxcompute.aliyun.com/api"); | ||
env.put("SINK_MAXCOMPUTE_TUNNEL_URL", "http://dt.ap-southeast-5.maxcompute.aliyun.com"); | ||
env.put("SINK_MAXCOMPUTE_ACCESS_ID", ""); | ||
env.put("SINK_MAXCOMPUTE_ACCESS_KEY", ""); | ||
env.put("SINK_MAXCOMPUTE_PROJECT_ID", "goto_test"); | ||
env.put("SINK_MAXCOMPUTE_SCHEMA", "default"); | ||
env.put("SINK_MAXCOMPUTE_METADATA_NAMESPACE", "__kafka_metadata"); | ||
env.put("SINK_MAXCOMPUTE_ADD_METADATA_ENABLED", "true"); | ||
env.put("SINK_MAXCOMPUTE_METADATA_COLUMNS_TYPES", "timestamp=timestamp,topic=string,partition=integer,offset=long"); | ||
env.put("SINK_MAXCOMPUTE_TABLE_PARTITIONING_ENABLE", "true"); | ||
env.put("SINK_MAXCOMPUTE_TABLE_PARTITION_KEY", "event_timestamp"); | ||
env.put("SINK_MAXCOMPUTE_TABLE_PARTITION_COLUMN_NAME", "__partition_key"); | ||
env.put("SINK_MAXCOMPUTE_TABLE_NAME", "depot_test_partitioned_1"); | ||
env.put("SINK_MAXCOMPUTE_TABLE_LIFECYCLE_DAYS", "100"); | ||
return env; | ||
} | ||
} |
71 changes: 71 additions & 0 deletions
71
src/main/java/com/gotocompany/depot/config/MaxComputeSinkConfig.java
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package com.gotocompany.depot.config; | ||
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import com.gotocompany.depot.common.TupleString; | ||
import com.gotocompany.depot.config.converter.ConfToListConverter; | ||
import org.aeonbits.owner.Config; | ||
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import java.util.List; | ||
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public interface MaxComputeSinkConfig extends Config { | ||
@Key("SINK_MAXCOMPUTE_ODPS_URL") | ||
String getMaxComputeOdpsUrl(); | ||
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@Key("SINK_MAXCOMPUTE_TUNNEL_URL") | ||
String getMaxComputeTunnelUrl(); | ||
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@Key("SINK_MAXCOMPUTE_ACCESS_ID") | ||
String getMaxComputeAccessId(); | ||
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@Key("SINK_MAXCOMPUTE_ACCESS_KEY") | ||
String getMaxComputeAccessKey(); | ||
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@Key("SINK_MAXCOMPUTE_PROJECT_ID") | ||
String getMaxComputeProjectId(); | ||
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@Key("SINK_MAXCOMPUTE_METADATA_NAMESPACE") | ||
@DefaultValue("") | ||
String getMaxcomputeMetadataNamespace(); | ||
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@DefaultValue("true") | ||
@Key("SINK_MAXCOMPUTE_ADD_METADATA_ENABLED") | ||
boolean shouldAddMetadata(); | ||
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@DefaultValue("") | ||
@Key("SINK_MAXCOMPUTE_METADATA_COLUMNS_TYPES") | ||
@ConverterClass(ConfToListConverter.class) | ||
@Separator(ConfToListConverter.ELEMENT_SEPARATOR) | ||
List<TupleString> getMetadataColumnsTypes(); | ||
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@Key("SINK_MAXCOMPUTE_SCHEMA") | ||
@DefaultValue("default") | ||
String getMaxComputeSchema(); | ||
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@Key("SINK_MAXCOMPUTE_TABLE_PARTITIONING_ENABLE") | ||
@DefaultValue("false") | ||
Boolean isTablePartitioningEnabled(); | ||
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@Key("SINK_MAXCOMPUTE_TABLE_PARTITION_KEY") | ||
String getTablePartitionKey(); | ||
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@Key("SINK_MAXCOMPUTE_TABLE_PARTITION_COLUMN_NAME") | ||
String getTablePartitionColumnName(); | ||
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@Key("SINK_MAXCOMPUTE_TABLE_PARTITION_BY_TIMESTAMP_TIMEZONE") | ||
@DefaultValue("UTC+7") | ||
String getTablePartitionByTimestampTimezone(); | ||
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@Key("SINK_MAX_COMPUTE_TABLE_PARTITION_BY_TIMESTAMP_ZONE_OFFSET") | ||
@DefaultValue("+07:00") | ||
String getTablePartitionByTimestampZoneOffset(); | ||
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@Key("SINK_MAXCOMPUTE_TABLE_NAME") | ||
String getMaxComputeTableName(); | ||
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@Key("SINK_MAXCOMPUTE_TABLE_LIFECYCLE_DAYS") | ||
Long getMaxComputeTableLifecycleDays(); | ||
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@Key("SINK_MAXCOMPUTE_RECORD_PACK_FLUSH_TIMEOUT") | ||
@DefaultValue("-1") | ||
Long getMaxComputeRecordPackFlushTimeout(); | ||
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} |
41 changes: 41 additions & 0 deletions
41
src/main/java/com/gotocompany/depot/maxcompute/MaxComputeSink.java
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package com.gotocompany.depot.maxcompute; | ||
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import com.gotocompany.depot.Sink; | ||
import com.gotocompany.depot.SinkResponse; | ||
import com.gotocompany.depot.error.ErrorInfo; | ||
import com.gotocompany.depot.error.ErrorType; | ||
import com.gotocompany.depot.exception.SinkException; | ||
import com.gotocompany.depot.maxcompute.client.MaxComputeClient; | ||
import com.gotocompany.depot.maxcompute.converter.record.RecordConverter; | ||
import com.gotocompany.depot.maxcompute.model.RecordWrappers; | ||
import com.gotocompany.depot.message.Message; | ||
import lombok.RequiredArgsConstructor; | ||
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import java.io.IOException; | ||
import java.util.List; | ||
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@RequiredArgsConstructor | ||
public class MaxComputeSink implements Sink { | ||
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private final MaxComputeClient maxComputeClient; | ||
private final RecordConverter recordConverter; | ||
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@Override | ||
public SinkResponse pushToSink(List<Message> messages) throws SinkException { | ||
SinkResponse sinkResponse = new SinkResponse(); | ||
RecordWrappers recordWrappers = recordConverter.convert(messages); | ||
recordWrappers.getInvalidRecords() | ||
.forEach(invalidRecord -> sinkResponse.getErrors().put(invalidRecord.getIndex(), invalidRecord.getErrorInfo())); | ||
try { | ||
maxComputeClient.insert(recordWrappers.getValidRecords()); | ||
} catch (Exception e) { | ||
recordWrappers.getValidRecords() | ||
.forEach(validRecord -> sinkResponse.getErrors().put(validRecord.getIndex(), new ErrorInfo(e, ErrorType.DEFAULT_ERROR))); | ||
} | ||
return sinkResponse; | ||
} | ||
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@Override | ||
public void close() throws IOException {} | ||
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} |
86 changes: 86 additions & 0 deletions
86
src/main/java/com/gotocompany/depot/maxcompute/MaxComputeSinkFactory.java
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package com.gotocompany.depot.maxcompute; | ||
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import com.google.protobuf.Descriptors; | ||
import com.gotocompany.depot.Sink; | ||
import com.gotocompany.depot.config.MaxComputeSinkConfig; | ||
import com.gotocompany.depot.config.SinkConfig; | ||
import com.gotocompany.depot.maxcompute.client.MaxComputeClient; | ||
import com.gotocompany.depot.maxcompute.converter.ConverterOrchestrator; | ||
import com.gotocompany.depot.maxcompute.converter.record.RecordConverter; | ||
import com.gotocompany.depot.maxcompute.helper.MaxComputeSchemaHelper; | ||
import com.gotocompany.depot.maxcompute.record.RecordDecorator; | ||
import com.gotocompany.depot.maxcompute.record.RecordDecoratorFactory; | ||
import com.gotocompany.depot.maxcompute.schema.MaxComputeSchemaCache; | ||
import com.gotocompany.depot.maxcompute.schema.partition.PartitioningStrategy; | ||
import com.gotocompany.depot.maxcompute.schema.partition.PartitioningStrategyFactory; | ||
import com.gotocompany.depot.message.MessageParser; | ||
import com.gotocompany.depot.message.MessageParserFactory; | ||
import com.gotocompany.depot.message.SinkConnectorSchemaMessageMode; | ||
import com.gotocompany.depot.metrics.StatsDReporter; | ||
import com.gotocompany.depot.utils.StencilUtils; | ||
import com.gotocompany.stencil.StencilClientFactory; | ||
import com.gotocompany.stencil.client.StencilClient; | ||
import com.gotocompany.stencil.config.StencilConfig; | ||
import org.aeonbits.owner.ConfigFactory; | ||
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import java.util.Map; | ||
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public class MaxComputeSinkFactory { | ||
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private final PartitioningStrategyFactory partitioningStrategyFactory; | ||
private final MaxComputeSinkConfig maxComputeSinkConfig; | ||
private final SinkConfig sinkConfig; | ||
private final StatsDReporter statsDReporter; | ||
private final ConverterOrchestrator converterOrchestrator; | ||
private MaxComputeClient maxComputeClient; | ||
private MaxComputeSchemaCache maxComputeSchemaCache; | ||
private PartitioningStrategy partitioningStrategy; | ||
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public MaxComputeSinkFactory(StatsDReporter statsDReporter, Map<String, String> env) { | ||
this.statsDReporter = statsDReporter; | ||
this.maxComputeSinkConfig = ConfigFactory.create(MaxComputeSinkConfig.class, env); | ||
this.sinkConfig = ConfigFactory.create(SinkConfig.class, env); | ||
this.converterOrchestrator = new ConverterOrchestrator(); | ||
this.partitioningStrategyFactory = new PartitioningStrategyFactory(converterOrchestrator, maxComputeSinkConfig); | ||
} | ||
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public void init() { | ||
String schemaClass = SinkConnectorSchemaMessageMode.LOG_MESSAGE == sinkConfig.getSinkConnectorSchemaMessageMode() ? sinkConfig.getSinkConnectorSchemaProtoMessageClass() : sinkConfig.getSinkConnectorSchemaProtoKeyClass(); | ||
StencilClient stencilClient = getStencilClient(statsDReporter); | ||
Descriptors.Descriptor descriptor = stencilClient.get(schemaClass); | ||
this.partitioningStrategy = partitioningStrategyFactory.createPartitioningStrategy(descriptor); | ||
this.maxComputeClient = new MaxComputeClient(maxComputeSinkConfig); | ||
MaxComputeSchemaHelper maxComputeSchemaHelper = new MaxComputeSchemaHelper(converterOrchestrator, maxComputeSinkConfig, partitioningStrategy); | ||
this.maxComputeSchemaCache = new MaxComputeSchemaCache(maxComputeSchemaHelper, sinkConfig, converterOrchestrator, maxComputeClient); | ||
MessageParser messageParser = MessageParserFactory.getParser(sinkConfig, statsDReporter, maxComputeSchemaCache); | ||
this.maxComputeSchemaCache.setMessageParser(messageParser); | ||
this.maxComputeSchemaCache.updateSchema(); | ||
} | ||
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public Sink create() { | ||
RecordConverter recordConverter = new RecordConverter(buildRecordDecorator(), maxComputeSchemaCache); | ||
return new MaxComputeSink(maxComputeClient, recordConverter); | ||
} | ||
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private RecordDecorator buildRecordDecorator() { | ||
MessageParser messageParser = MessageParserFactory.getParser(sinkConfig, statsDReporter, maxComputeSchemaCache); | ||
return RecordDecoratorFactory.createRecordDecorator( | ||
converterOrchestrator, | ||
maxComputeSchemaCache, | ||
messageParser, | ||
partitioningStrategy, | ||
maxComputeSinkConfig, | ||
sinkConfig | ||
); | ||
} | ||
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private StencilClient getStencilClient(StatsDReporter reporter) { | ||
StencilConfig stencilConfig = StencilUtils.getStencilConfig(sinkConfig, reporter.getClient(), null); | ||
if (sinkConfig.isSchemaRegistryStencilEnable()) { | ||
return StencilClientFactory.getClient(sinkConfig.getSchemaRegistryStencilUrls(), stencilConfig); | ||
} else { | ||
return StencilClientFactory.getClient(); | ||
} | ||
} | ||
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} |
75 changes: 75 additions & 0 deletions
75
src/main/java/com/gotocompany/depot/maxcompute/client/MaxComputeClient.java
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package com.gotocompany.depot.maxcompute.client; | ||
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import com.aliyun.odps.Odps; | ||
import com.aliyun.odps.OdpsException; | ||
import com.aliyun.odps.TableSchema; | ||
import com.aliyun.odps.account.Account; | ||
import com.aliyun.odps.account.AliyunAccount; | ||
import com.aliyun.odps.tunnel.TableTunnel; | ||
import com.gotocompany.depot.config.MaxComputeSinkConfig; | ||
import com.gotocompany.depot.maxcompute.client.insert.InsertManager; | ||
import com.gotocompany.depot.maxcompute.client.insert.NonPartitionedInsertManager; | ||
import com.gotocompany.depot.maxcompute.client.insert.PartitionedInsertManager; | ||
import com.gotocompany.depot.maxcompute.model.RecordWrapper; | ||
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import java.util.HashMap; | ||
import java.util.List; | ||
import java.util.Map; | ||
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public class MaxComputeClient { | ||
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private final Odps odps; | ||
private final MaxComputeSinkConfig maxComputeSinkConfig; | ||
private final TableTunnel tableTunnel; | ||
private final InsertManager insertManager; | ||
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public MaxComputeClient(MaxComputeSinkConfig maxComputeSinkConfig) { | ||
this.maxComputeSinkConfig = maxComputeSinkConfig; | ||
this.odps = initializeOdps(); | ||
this.tableTunnel = new TableTunnel(odps); | ||
this.tableTunnel.setEndpoint(maxComputeSinkConfig.getMaxComputeTunnelUrl()); | ||
this.insertManager = initializeInsertManager(); | ||
} | ||
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public void upsertTable(TableSchema tableSchema) throws OdpsException { | ||
String tableName = maxComputeSinkConfig.getMaxComputeTableName(); | ||
if (!this.odps.tables().exists(tableName)) { | ||
this.odps.tables().create(odps.getDefaultProject(), tableName, tableSchema, "", | ||
false, maxComputeSinkConfig.getMaxComputeTableLifecycleDays(), | ||
null, null); | ||
} | ||
} | ||
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public void insert(List<RecordWrapper> recordWrappers) { | ||
try { | ||
insertManager.insert(recordWrappers); | ||
} catch (Exception e) { | ||
throw new RuntimeException("Failed to insert records into MaxCompute", e); | ||
} | ||
} | ||
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private Odps initializeOdps() { | ||
Account account = new AliyunAccount(maxComputeSinkConfig.getMaxComputeAccessId(), maxComputeSinkConfig.getMaxComputeAccessKey()); | ||
Odps odpsClient = new Odps(account); | ||
odpsClient.setDefaultProject(maxComputeSinkConfig.getMaxComputeProjectId()); | ||
odpsClient.setEndpoint(maxComputeSinkConfig.getMaxComputeOdpsUrl()); | ||
odpsClient.setCurrentSchema(maxComputeSinkConfig.getMaxComputeSchema()); | ||
odpsClient.setGlobalSettings(getGlobalSettings()); | ||
return odpsClient; | ||
} | ||
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private InsertManager initializeInsertManager() { | ||
if (maxComputeSinkConfig.isTablePartitioningEnabled()) { | ||
return new PartitionedInsertManager(tableTunnel, maxComputeSinkConfig); | ||
} | ||
return new NonPartitionedInsertManager(tableTunnel, maxComputeSinkConfig); | ||
} | ||
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private Map<String, String> getGlobalSettings() { | ||
Map<String, String> globalSettings = new HashMap<>(); | ||
globalSettings.put("setproject odps.schema.evolution.enable", "true"); | ||
globalSettings.put("odps.namespace.schema", "true"); | ||
return globalSettings; | ||
} | ||
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} |
11 changes: 11 additions & 0 deletions
11
src/main/java/com/gotocompany/depot/maxcompute/client/insert/InsertManager.java
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package com.gotocompany.depot.maxcompute.client.insert; | ||
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import com.aliyun.odps.tunnel.TunnelException; | ||
import com.gotocompany.depot.maxcompute.model.RecordWrapper; | ||
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import java.io.IOException; | ||
import java.util.List; | ||
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public interface InsertManager { | ||
void insert(List<RecordWrapper> recordWrappers) throws TunnelException, IOException; | ||
} |
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