Use SelectObjectContent
with an AWS SDK or CLI
The following code examples show how to use SelectObjectContent
.
- CLI
-
- AWS CLI
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To filter the contents of an Amazon S3 object based on an SQL statement
The following
select-object-content
example filters the objectmy-data-file.csv
with the specified SQL statement and sends output to a file.aws s3api select-object-content \ --bucket
my-bucket
\ --keymy-data-file.csv
\ --expression"select * from s3object limit 100"
\ --expression-type 'SQL
' \ --input-serialization '{"CSV": {}, "CompressionType": "NONE"}
' \ --output-serialization '{"CSV": {}}
'"output.csv"
This command produces no output.
-
For API details, see SelectObjectContent
in AWS CLI Command Reference.
-
- Java
-
- SDK for Java 2.x
-
Note
There's more on GitHub. Find the complete example and learn how to set up and run in the AWS Code Examples Repository
. The following example shows a query using a JSON object. The complete example
also shows the use of a CSV object. import org.slf4j.Logger; import org.slf4j.LoggerFactory; import software.amazon.awssdk.core.async.AsyncRequestBody; import software.amazon.awssdk.core.async.BlockingInputStreamAsyncRequestBody; import software.amazon.awssdk.core.exception.SdkException; import software.amazon.awssdk.services.s3.S3AsyncClient; import software.amazon.awssdk.services.s3.model.CSVInput; import software.amazon.awssdk.services.s3.model.CSVOutput; import software.amazon.awssdk.services.s3.model.CompressionType; import software.amazon.awssdk.services.s3.model.ExpressionType; import software.amazon.awssdk.services.s3.model.FileHeaderInfo; import software.amazon.awssdk.services.s3.model.InputSerialization; import software.amazon.awssdk.services.s3.model.JSONInput; import software.amazon.awssdk.services.s3.model.JSONOutput; import software.amazon.awssdk.services.s3.model.JSONType; import software.amazon.awssdk.services.s3.model.ObjectIdentifier; import software.amazon.awssdk.services.s3.model.OutputSerialization; import software.amazon.awssdk.services.s3.model.Progress; import software.amazon.awssdk.services.s3.model.PutObjectResponse; import software.amazon.awssdk.services.s3.model.SelectObjectContentRequest; import software.amazon.awssdk.services.s3.model.SelectObjectContentResponseHandler; import software.amazon.awssdk.services.s3.model.Stats; import java.io.IOException; import java.net.URL; import java.util.ArrayList; import java.util.List; import java.util.UUID; import java.util.concurrent.CompletableFuture; public class SelectObjectContentExample { static final Logger logger = LoggerFactory.getLogger(SelectObjectContentExample.class); static final String BUCKET_NAME = "amzn-s3-demo-bucket-" + UUID.randomUUID(); static final S3AsyncClient s3AsyncClient = S3AsyncClient.create(); static String FILE_CSV = "csv"; static String FILE_JSON = "json"; static String URL_CSV = "https://raw.githubusercontent.com/mledoze/countries/master/dist/countries.csv"; static String URL_JSON = "https://raw.githubusercontent.com/mledoze/countries/master/dist/countries.json"; public static void main(String[] args) { SelectObjectContentExample selectObjectContentExample = new SelectObjectContentExample(); try { SelectObjectContentExample.setUp(); selectObjectContentExample.runSelectObjectContentMethodForJSON(); selectObjectContentExample.runSelectObjectContentMethodForCSV(); } catch (SdkException e) { logger.error(e.getMessage(), e); System.exit(1); } finally { SelectObjectContentExample.tearDown(); } } EventStreamInfo runSelectObjectContentMethodForJSON() { // Set up request parameters. final String queryExpression = "select * from s3object[*][*] c where c.area < 350000"; final String fileType = FILE_JSON; InputSerialization inputSerialization = InputSerialization.builder() .json(JSONInput.builder().type(JSONType.DOCUMENT).build()) .compressionType(CompressionType.NONE) .build(); OutputSerialization outputSerialization = OutputSerialization.builder() .json(JSONOutput.builder().recordDelimiter(null).build()) .build(); // Build the SelectObjectContentRequest. SelectObjectContentRequest select = SelectObjectContentRequest.builder() .bucket(BUCKET_NAME) .key(FILE_JSON) .expression(queryExpression) .expressionType(ExpressionType.SQL) .inputSerialization(inputSerialization) .outputSerialization(outputSerialization) .build(); EventStreamInfo eventStreamInfo = new EventStreamInfo(); // Call the selectObjectContent method with the request and a response handler. // Supply an EventStreamInfo object to the response handler to gather records and information from the response. s3AsyncClient.selectObjectContent(select, buildResponseHandler(eventStreamInfo)).join(); // Log out information gathered while processing the response stream. long recordCount = eventStreamInfo.getRecords().stream().mapToInt(record -> record.split("\n").length ).sum(); logger.info("Total records {}: {}", fileType, recordCount); logger.info("Visitor onRecords for fileType {} called {} times", fileType, eventStreamInfo.getCountOnRecordsCalled()); logger.info("Visitor onStats for fileType {}, {}", fileType, eventStreamInfo.getStats()); logger.info("Visitor onContinuations for fileType {}, {}", fileType, eventStreamInfo.getCountContinuationEvents()); return eventStreamInfo; } static SelectObjectContentResponseHandler buildResponseHandler(EventStreamInfo eventStreamInfo) { // Use a Visitor to process the response stream. This visitor logs information and gathers details while processing. final SelectObjectContentResponseHandler.Visitor visitor = SelectObjectContentResponseHandler.Visitor.builder() .onRecords(r -> { logger.info("Record event received."); eventStreamInfo.addRecord(r.payload().asUtf8String()); eventStreamInfo.incrementOnRecordsCalled(); }) .onCont(ce -> { logger.info("Continuation event received."); eventStreamInfo.incrementContinuationEvents(); }) .onProgress(pe -> { Progress progress = pe.details(); logger.info("Progress event received:\n bytesScanned:{}\nbytesProcessed: {}\nbytesReturned:{}", progress.bytesScanned(), progress.bytesProcessed(), progress.bytesReturned()); }) .onEnd(ee -> logger.info("End event received.")) .onStats(se -> { logger.info("Stats event received."); eventStreamInfo.addStats(se.details()); }) .build(); // Build the SelectObjectContentResponseHandler with the visitor that processes the stream. return SelectObjectContentResponseHandler.builder() .subscriber(visitor).build(); } // The EventStreamInfo class is used to store information gathered while processing the response stream. static class EventStreamInfo { private final List<String> records = new ArrayList<>(); private Integer countOnRecordsCalled = 0; private Integer countContinuationEvents = 0; private Stats stats; void incrementOnRecordsCalled() { countOnRecordsCalled++; } void incrementContinuationEvents() { countContinuationEvents++; } void addRecord(String record) { records.add(record); } void addStats(Stats stats) { this.stats = stats; } public List<String> getRecords() { return records; } public Integer getCountOnRecordsCalled() { return countOnRecordsCalled; } public Integer getCountContinuationEvents() { return countContinuationEvents; } public Stats getStats() { return stats; } }
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For API details, see SelectObjectContent in AWS SDK for Java 2.x API Reference.
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For a complete list of AWS SDK developer guides and code examples, see Developing with Amazon S3 using the AWS SDKs. This topic also includes information about getting started and details about previous SDK versions.