getRecords method
Gets data records from a Kinesis data stream's shard.
Specify a shard iterator using the ShardIterator
parameter.
The shard iterator specifies the position in the shard from which you want
to start reading data records sequentially. If there are no records
available in the portion of the shard that the iterator points to,
GetRecords returns an empty list. It might take multiple calls to
get to a portion of the shard that contains records.
You can scale by provisioning multiple shards per stream while considering
service limits (for more information, see Amazon
Kinesis Data Streams Limits in the Amazon Kinesis Data Streams
Developer Guide). Your application should have one thread per shard,
each reading continuously from its stream. To read from a stream
continually, call GetRecords in a loop. Use GetShardIterator
to get the shard iterator to specify in the first GetRecords call.
GetRecords returns a new shard iterator in
NextShardIterator
. Specify the shard iterator returned in
NextShardIterator
in subsequent calls to GetRecords.
If the shard has been closed, the shard iterator can't return more data
and GetRecords returns null
in
NextShardIterator
. You can terminate the loop when the shard
is closed, or when the shard iterator reaches the record with the sequence
number or other attribute that marks it as the last record to process.
Each data record can be up to 1 MiB in size, and each shard can read up to
2 MiB per second. You can ensure that your calls don't exceed the maximum
supported size or throughput by using the Limit
parameter to
specify the maximum number of records that GetRecords can return.
Consider your average record size when determining this limit. The maximum
number of records that can be returned per call is 10,000.
The size of the data returned by GetRecords varies depending on the
utilization of the shard. The maximum size of data that GetRecords
can return is 10 MiB. If a call returns this amount of data, subsequent
calls made within the next 5 seconds throw
ProvisionedThroughputExceededException
. If there is
insufficient provisioned throughput on the stream, subsequent calls made
within the next 1 second throw
ProvisionedThroughputExceededException
. GetRecords
doesn't return any data when it throws an exception. For this reason, we
recommend that you wait 1 second between calls to GetRecords.
However, it's possible that the application will get exceptions for longer
than 1 second.
To detect whether the application is falling behind in processing, you can
use the MillisBehindLatest
response attribute. You can also
monitor the stream using CloudWatch metrics and other mechanisms (see Monitoring
in the Amazon Kinesis Data Streams Developer Guide).
Each Amazon Kinesis record includes a value,
ApproximateArrivalTimestamp
, that is set when a stream
successfully receives and stores a record. This is commonly referred to as
a server-side time stamp, whereas a client-side time stamp is set when a
data producer creates or sends the record to a stream (a data producer is
any data source putting data records into a stream, for example with
PutRecords). The time stamp has millisecond precision. There are no
guarantees about the time stamp accuracy, or that the time stamp is always
increasing. For example, records in a shard or across a stream might have
time stamps that are out of order.
This operation has a limit of five transactions per second per shard.
May throw ResourceNotFoundException. May throw InvalidArgumentException. May throw ProvisionedThroughputExceededException. May throw ExpiredIteratorException. May throw KMSDisabledException. May throw KMSInvalidStateException. May throw KMSAccessDeniedException. May throw KMSNotFoundException. May throw KMSOptInRequired. May throw KMSThrottlingException.
Parameter shardIterator
:
The position in the shard from which you want to start sequentially
reading data records. A shard iterator specifies this position using the
sequence number of a data record in the shard.
Parameter limit
:
The maximum number of records to return. Specify a value of up to 10,000.
If you specify a value that is greater than 10,000, GetRecords
throws InvalidArgumentException
. The default value is 10,000.
Implementation
Future<GetRecordsOutput> getRecords({
required String shardIterator,
int? limit,
}) async {
ArgumentError.checkNotNull(shardIterator, 'shardIterator');
_s.validateStringLength(
'shardIterator',
shardIterator,
1,
512,
isRequired: true,
);
_s.validateNumRange(
'limit',
limit,
1,
10000,
);
final headers = <String, String>{
'Content-Type': 'application/x-amz-json-1.1',
'X-Amz-Target': 'Kinesis_20131202.GetRecords'
};
final jsonResponse = await _protocol.send(
method: 'POST',
requestUri: '/',
exceptionFnMap: _exceptionFns,
// TODO queryParams
headers: headers,
payload: {
'ShardIterator': shardIterator,
if (limit != null) 'Limit': limit,
},
);
return GetRecordsOutput.fromJson(jsonResponse.body);
}