Add support for Kinesis aggregation format to consume record published by KPL. Note: current implementation need to checkpoint the whole batch of the de-aggregated records instead of just portion of them. Add cache entry and exit time. Signed-off-by: Tao Jiang <taoj@vmware.com>
279 lines
12 KiB
Go
279 lines
12 KiB
Go
/*
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* Copyright (c) 2018 VMware, Inc.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
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* associated documentation files (the "Software"), to deal in the Software without restriction, including
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* without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is furnished to do
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* so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all copies or substantial
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* portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
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* NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
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* IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
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* WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
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* SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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*/
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// The implementation is derived from https://github.com/awslabs/amazon-kinesis-client
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/*
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* Copyright 2014-2015 Amazon.com, Inc. or its affiliates. All Rights Reserved.
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*
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* Licensed under the Amazon Software License (the "License").
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* You may not use this file except in compliance with the License.
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* A copy of the License is located at
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*
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* http://aws.amazon.com/asl/
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*
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* or in the "license" file accompanying this file. This file is distributed
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* on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either
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* express or implied. See the License for the specific language governing
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* permissions and limitations under the License.
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*/
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package config
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import (
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"log"
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"math"
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"strings"
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"time"
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"github.com/aws/aws-sdk-go/aws"
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creds "github.com/aws/aws-sdk-go/aws/credentials"
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"github.com/vmware/vmware-go-kcl/clientlibrary/metrics"
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"github.com/vmware/vmware-go-kcl/logger"
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)
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const (
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// LATEST start after the most recent data record (fetch new data).
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LATEST InitialPositionInStream = iota + 1
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// TRIM_HORIZON start from the oldest available data record
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TRIM_HORIZON
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// AT_TIMESTAMP start from the record at or after the specified server-side Timestamp.
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AT_TIMESTAMP
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// The location in the shard from which the KinesisClientLibrary will start fetching records from
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// when the application starts for the first time and there is no checkpoint for the shard.
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DEFAULT_INITIAL_POSITION_IN_STREAM = LATEST
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// Fail over time in milliseconds. A worker which does not renew it's lease within this time interval
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// will be regarded as having problems and it's shards will be assigned to other workers.
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// For applications that have a large number of shards, this may be set to a higher number to reduce
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// the number of DynamoDB IOPS required for tracking leases.
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DEFAULT_FAILOVER_TIME_MILLIS = 10000
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// Period before the end of lease during which a lease is refreshed by the owner.
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DEFAULT_LEASE_REFRESH_PERIOD_MILLIS = 5000
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// Max records to fetch from Kinesis in a single GetRecords call.
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DEFAULT_MAX_RECORDS = 10000
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// The default value for how long the {@link ShardConsumer} should sleep if no records are returned
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// from the call to
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DEFAULT_IDLETIME_BETWEEN_READS_MILLIS = 1000
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// Don't call processRecords() on the record processor for empty record lists.
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DEFAULT_DONT_CALL_PROCESS_RECORDS_FOR_EMPTY_RECORD_LIST = false
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// Interval in milliseconds between polling to check for parent shard completion.
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// Polling frequently will take up more DynamoDB IOPS (when there are leases for shards waiting on
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// completion of parent shards).
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DEFAULT_PARENT_SHARD_POLL_INTERVAL_MILLIS = 10000
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// Shard sync interval in milliseconds - e.g. wait for this long between shard sync tasks.
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DEFAULT_SHARD_SYNC_INTERVAL_MILLIS = 60000
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// Cleanup leases upon shards completion (don't wait until they expire in Kinesis).
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// Keeping leases takes some tracking/resources (e.g. they need to be renewed, assigned), so by
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// default we try to delete the ones we don't need any longer.
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DEFAULT_CLEANUP_LEASES_UPON_SHARDS_COMPLETION = true
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// Backoff time in milliseconds for Amazon Kinesis Client Library tasks (in the event of failures).
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DEFAULT_TASK_BACKOFF_TIME_MILLIS = 500
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// KCL will validate client provided sequence numbers with a call to Amazon Kinesis before
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// checkpointing for calls to {@link RecordProcessorCheckpointer#checkpoint(String)} by default.
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DEFAULT_VALIDATE_SEQUENCE_NUMBER_BEFORE_CHECKPOINTING = true
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// The max number of leases (shards) this worker should process.
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// This can be useful to avoid overloading (and thrashing) a worker when a host has resource constraints
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// or during deployment.
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// NOTE: Setting this to a low value can cause data loss if workers are not able to pick up all shards in the
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// stream due to the max limit.
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DEFAULT_MAX_LEASES_FOR_WORKER = math.MaxInt16
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// Max leases to steal from another worker at one time (for load balancing).
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// Setting this to a higher number can allow for faster load convergence (e.g. during deployments, cold starts),
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// but can cause higher churn in the system.
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DEFAULT_MAX_LEASES_TO_STEAL_AT_ONE_TIME = 1
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// The Amazon DynamoDB table used for tracking leases will be provisioned with this read capacity.
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DEFAULT_INITIAL_LEASE_TABLE_READ_CAPACITY = 10
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// The Amazon DynamoDB table used for tracking leases will be provisioned with this write capacity.
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DEFAULT_INITIAL_LEASE_TABLE_WRITE_CAPACITY = 10
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// The Worker will skip shard sync during initialization if there are one or more leases in the lease table. This
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// assumes that the shards and leases are in-sync. This enables customers to choose faster startup times (e.g.
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// during incremental deployments of an application).
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DEFAULT_SKIP_SHARD_SYNC_AT_STARTUP_IF_LEASES_EXIST = false
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// The amount of milliseconds to wait before graceful shutdown forcefully terminates.
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DEFAULT_SHUTDOWN_GRACE_MILLIS = 5000
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)
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type (
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// InitialPositionInStream Used to specify the Position in the stream where a new application should start from
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// This is used during initial application bootstrap (when a checkpoint doesn't exist for a shard or its parents)
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InitialPositionInStream int
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// Class that houses the entities needed to specify the Position in the stream from where a new application should
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// start.
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InitialPositionInStreamExtended struct {
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Position InitialPositionInStream
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// The time stamp of the data record from which to start reading. Used with
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// shard iterator type AT_TIMESTAMP. A time stamp is the Unix epoch date with
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// precision in milliseconds. For example, 2016-04-04T19:58:46.480-00:00 or
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// 1459799926.480. If a record with this exact time stamp does not exist, the
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// iterator returned is for the next (later) record. If the time stamp is older
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// than the current trim horizon, the iterator returned is for the oldest untrimmed
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// data record (TRIM_HORIZON).
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Timestamp *time.Time `type:"Timestamp" timestampFormat:"unix"`
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}
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// Configuration for the Kinesis Client Library.
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// Note: There is no need to configure credential provider. Credential can be get from InstanceProfile.
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KinesisClientLibConfiguration struct {
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// ApplicationName is name of application. Kinesis allows multiple applications to consume the same stream.
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ApplicationName string
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// DynamoDBEndpoint is an optional endpoint URL that overrides the default generated endpoint for a DynamoDB client.
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// If this is empty, the default generated endpoint will be used.
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DynamoDBEndpoint string
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// KinesisEndpoint is an optional endpoint URL that overrides the default generated endpoint for a Kinesis client.
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// If this is empty, the default generated endpoint will be used.
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KinesisEndpoint string
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// KinesisCredentials is used to access Kinesis
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KinesisCredentials *creds.Credentials
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// DynamoDBCredentials is used to access DynamoDB
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DynamoDBCredentials *creds.Credentials
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// TableName is name of the dynamo db table for managing kinesis stream default to ApplicationName
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TableName string
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// StreamName is the name of Kinesis stream
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StreamName string
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// WorkerID used to distinguish different workers/processes of a Kinesis application
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WorkerID string
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// InitialPositionInStream specifies the Position in the stream where a new application should start from
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InitialPositionInStream InitialPositionInStream
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// InitialPositionInStreamExtended provides actual AT_TMESTAMP value
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InitialPositionInStreamExtended InitialPositionInStreamExtended
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// credentials to access Kinesis/Dynamo: https://docs.aws.amazon.com/sdk-for-go/api/aws/credentials/
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// Note: No need to configure here. Use NewEnvCredentials for testing and EC2RoleProvider for production
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// FailoverTimeMillis Lease duration (leases not renewed within this period will be claimed by others)
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FailoverTimeMillis int
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// LeaseRefreshPeriodMillis is the period before the end of lease during which a lease is refreshed by the owner.
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LeaseRefreshPeriodMillis int
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// MaxRecords Max records to read per Kinesis getRecords() call
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MaxRecords int
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// IdleTimeBetweenReadsInMillis Idle time between calls to fetch data from Kinesis
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IdleTimeBetweenReadsInMillis int
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// CallProcessRecordsEvenForEmptyRecordList Call the IRecordProcessor::processRecords() API even if
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// GetRecords returned an empty record list.
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CallProcessRecordsEvenForEmptyRecordList bool
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// ParentShardPollIntervalMillis Wait for this long between polls to check if parent shards are done
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ParentShardPollIntervalMillis int
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// ShardSyncIntervalMillis Time between tasks to sync leases and Kinesis shards
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ShardSyncIntervalMillis int
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// CleanupTerminatedShardsBeforeExpiry Clean up shards we've finished processing (don't wait for expiration)
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CleanupTerminatedShardsBeforeExpiry bool
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// kinesisClientConfig Client Configuration used by Kinesis client
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// dynamoDBClientConfig Client Configuration used by DynamoDB client
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// Note: we will use default client provided by AWS SDK
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// TaskBackoffTimeMillis Backoff period when tasks encounter an exception
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TaskBackoffTimeMillis int
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// ValidateSequenceNumberBeforeCheckpointing whether KCL should validate client provided sequence numbers
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ValidateSequenceNumberBeforeCheckpointing bool
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// RegionName The region name for the service
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RegionName string
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// ShutdownGraceMillis The number of milliseconds before graceful shutdown terminates forcefully
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ShutdownGraceMillis int
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// Operation parameters
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// Max leases this Worker can handle at a time
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MaxLeasesForWorker int
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// Max leases to steal at one time (for load balancing)
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MaxLeasesToStealAtOneTime int
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// Read capacity to provision when creating the lease table (dynamoDB).
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InitialLeaseTableReadCapacity int
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// Write capacity to provision when creating the lease table.
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InitialLeaseTableWriteCapacity int
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// Worker should skip syncing shards and leases at startup if leases are present
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// This is useful for optimizing deployments to large fleets working on a stable stream.
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SkipShardSyncAtWorkerInitializationIfLeasesExist bool
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// Logger used to log message.
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Logger logger.Logger
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// MonitoringService publishes per worker-scoped metrics.
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MonitoringService metrics.MonitoringService
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}
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)
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var positionMap = map[InitialPositionInStream]*string{
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LATEST: aws.String("LATEST"),
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TRIM_HORIZON: aws.String("TRIM_HORIZON"),
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AT_TIMESTAMP: aws.String("AT_TIMESTAMP"),
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}
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func InitalPositionInStreamToShardIteratorType(pos InitialPositionInStream) *string {
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return positionMap[pos]
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}
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func empty(s string) bool {
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return len(strings.TrimSpace(s)) == 0
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}
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// checkIsValuePositive make sure the value is possitive.
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func checkIsValueNotEmpty(key string, value string) {
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if empty(value) {
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// There is no point to continue for incorrect configuration. Fail fast!
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log.Panicf("Non-empty value exepected for %v, actual: %v", key, value)
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}
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}
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// checkIsValuePositive make sure the value is possitive.
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func checkIsValuePositive(key string, value int) {
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if value <= 0 {
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// There is no point to continue for incorrect configuration. Fail fast!
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log.Panicf("Positive value exepected for %v, actual: %v", key, value)
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}
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}
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