pabloem commented on a change in pull request #12151: URL: https://github.com/apache/beam/pull/12151#discussion_r463219932
########## File path: sdks/java/io/snowflake/src/main/java/org/apache/beam/sdk/io/snowflake/SnowflakeIO.java ########## @@ -719,7 +906,9 @@ private void checkArguments() { return getUserDataMapper().mapRow(element); } })) - .apply("Map Objects array to CSV lines", ParDo.of(new MapObjectsArrayToCsvFn())) + .apply( + "Map Objects array to CSV lines", + ParDo.of(new MapObjectsArrayToCsvFn(getQuotationMark()))) Review comment: that makes sense to me. Thanks Kasia! ########## File path: sdks/java/io/snowflake/src/main/java/org/apache/beam/sdk/io/snowflake/SnowflakeIO.java ########## @@ -684,14 +819,61 @@ private void checkArguments() { (getDataSourceProviderFn() != null), "withDataSourceConfiguration() or withDataSourceProviderFn() is required"); - checkArgument(getTable() != null, "withTable() is required"); + if (input.isBounded() == PCollection.IsBounded.UNBOUNDED) { + checkArgument(getSnowPipe() != null, "withSnowPipe() is required"); + } else { + checkArgument(getTable() != null, "to() is required"); + } } - private PCollection<String> write(PCollection<T> input, String stagingBucketDir) { + private PCollection<T> writeStream(PCollection<T> input, String stagingBucketDir) { SnowflakeService snowflakeService = - getSnowflakeService() != null ? getSnowflakeService() : new SnowflakeServiceImpl(); + getSnowflakeService() != null + ? getSnowflakeService() + : new SnowflakeStreamingServiceImpl(); + + /* Ensure that files will be created after specific record count or duration specified */ + PCollection<T> inputInGlobalWindow = + input.apply( + "rewindowIntoGlobal", + Window.<T>into(new GlobalWindows()) + .triggering( + Repeatedly.forever( + AfterFirst.of( + AfterProcessingTime.pastFirstElementInPane() + .plusDelayOf(getFlushTimeLimit()), + AfterPane.elementCountAtLeast(getFlushRowLimit())))) + .discardingFiredPanes()); + + int shards = (getShardsNumber() > 0) ? getShardsNumber() : DEFAULT_STREAMING_SHARDS_NUMBER; + PCollection files = writeFiles(inputInGlobalWindow, stagingBucketDir, shards); + + /* Ensuring that files will be ingested after flush time */ + files = + (PCollection) + files.apply( + "applyUserTrigger", + Window.<T>into(new GlobalWindows()) + .triggering( + Repeatedly.forever( + AfterProcessingTime.pastFirstElementInPane() + .plusDelayOf(getFlushTimeLimit()))) + .discardingFiredPanes()); Review comment: I think we can leave this as it is. I see that the trigger is not the exact same. ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org