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aws-kcl

2.0.0 • Public • Published

Amazon Kinesis Client Library for Node.js

This package provides an interface to the Amazon Kinesis Client Library (KCL) MultiLangDaemon for the Node.js framework.

Developers can use the KCL to build distributed applications that process streaming data reliably at scale. The KCL takes care of many of the complex tasks associated with distributed computing, such as load-balancing across multiple instances, responding to instance failures, checkpointing processed records, and reacting to changes in stream volume.

This package wraps and manages the interaction with the MultiLangDaemon, which is provided as part of the Amazon KCL for Java so that developers can focus on implementing their record processing logic.

A record processor in Node.js typically looks like the following:

var kcl = require('aws-kcl');
var util = require('util');
 
/**
 * The record processor must provide three functions:
 *
 * * `initialize` - called once
 * * `processRecords` - called zero or more times
 * * `shutdown` - called if this KCL instance loses the lease to this shard
 *
 * Notes:
 * * All of the above functions take additional callback arguments. When one is
 * done initializing, processing records, or shutting down, callback must be
 * called (i.e., `completeCallback()`) in order to let the KCL know that the
 * associated operation is complete. Without the invocation of the callback
 * function, the KCL will not proceed further.
 * * The application will terminate if any error is thrown from any of the
 * record processor functions. Hence, if you would like to continue processing
 * on exception scenarios, exceptions should be handled appropriately in
 * record processor functions and should not be passed to the KCL library. The
 * callback must also be invoked in this case to let the KCL know that it can
 * proceed further.
 */
var recordProcessor = {
  /**
   * Called once by the KCL before any calls to processRecords. Any initialization
   * logic for record processing can go here.
   *
   * @param {object} initializeInput - Initialization related information.
   *             Looks like - {"shardId":"<shard_id>"}
   * @param {callback} completeCallback - The callback that must be invoked
   *        once the initialization operation is complete.
   */
  initialize: function(initializeInput, completeCallback) {
    // Initialization logic ...
 
    completeCallback();
  },
 
  /**
   * Called by KCL with a list of records to be processed and checkpointed.
   * A record looks like:
   *     {"data":"<base64 encoded string>","partitionKey":"someKey","sequenceNumber":"1234567890"}
   *
   * The checkpointer can optionally be used to checkpoint a particular sequence
   * number (from a record). If checkpointing, the checkpoint must always be
   * invoked before calling `completeCallback` for processRecords. Moreover,
   * `completeCallback` should only be invoked once the checkpoint operation
   * callback is received.
   *
   * @param {object} processRecordsInput - Process records information with
   *             array of records that are to be processed. Looks like -
   *             {"records":[<record>, <record>], "checkpointer":<Checkpointer>}
   *             where <record> format is specified above.
   * @param {callback} completeCallback - The callback that must be invoked
   *             once all records are processed and checkpoint (optional) is
   *             complete.
   */
  processRecords: function(processRecordsInput, completeCallback) {
    if (!processRecordsInput || !processRecordsInput.records) {
      // Must call completeCallback to proceed further.
      completeCallback();
      return;
    }
 
    var records = processRecordsInput.records;
    var record, sequenceNumber, partitionKey, data;
    for (var i = 0 ; i < records.length ; ++i) {
      record = records[i];
      sequenceNumber = record.sequenceNumber;
      partitionKey = record.partitionKey;
      // Note that "data" is a base64-encoded string. Buffer can be used to
      // decode the data into a string.
      data = new Buffer(record.data, 'base64').toString();
 
      // Custom record processing logic ...
    }
    if (!sequenceNumber) {
      // Must call completeCallback to proceed further.
      completeCallback();
      return;
    }
    // If checkpointing, only call completeCallback once checkpoint operation
    // is complete.
    processRecordsInput.checkpointer.checkpoint(sequenceNumber,
      function(err, checkpointedSequenceNumber) {
        // In this example, regardless of error, we mark processRecords
        // complete to proceed further with more records.
        completeCallback();
      }
    );
  },
 
  /**
  * Called by the KCL to indicate that this record processor should shut down.
  * After the lease lost operation is complete, there will not be any more calls to
  * any other functions of this record processor. Clients should not attempt to
  * checkpoint because the lease has been lost by this Worker.
  * 
  * @param {object} leaseLostInput - Lease lost information.
  * @param {callback} completeCallback - The callback must be invoked once lease
  *               lost operations are completed.
  */
  leaseLost: function(leaseLostInput, completeCallback) {
    // Lease lost logic ...
    completeCallback();
  },
 
  /**
  * Called by the KCL to indicate that this record processor should shutdown.
  * After the shard ended operation is complete, there will not be any more calls to
  * any other functions of this record processor. Clients are required to checkpoint
  * at this time. This indicates that the current record processor has finished
  * processing and new record processors for the children will be created.
  * 
  * @param {object} shardEndedInput - ShardEnded information. Looks like -
  *               {"checkpointer": <Checpointer>}
  * @param {callback} completeCallback - The callback must be invoked once shard
  *               ended operations are completed.
  */
  shardEnded: function(shardEndedInput, completeCallback) {
    // Shard end logic ...
    
    // Since you are checkpointing, only call completeCallback once the checkpoint
    // operation is complete.
    shardEndedInput.checkpointer.checkpoint(function(err) {
      // In this example, regardless of the error, we mark the shutdown operation
      // complete.
      completeCallback();
    });
    completeCallback();
  }
};
 
kcl(recordProcessor).run();

Before You Get Started

Prerequisite

Before you begin, Node.js and NPM must be installed on your system. For download instructions for your platform, see http://nodejs.org/download/.

To get the sample KCL application and bootstrap script, you need git.

Amazon KCL for Node.js uses MultiLangDaemon provided by Amazon KCL for Java. You also need Java version 1.8 or higher installed.

Setting Up the Environment

Before running the samples, make sure that your environment is configured to allow the samples to use your AWS Security Credentials, which are used by MultiLangDaemon to interact with AWS services.

By default, the MultiLangDaemon uses the DefaultAWSCredentialsProviderChain, so make your credentials available to one of the credentials providers in that provider chain. There are several ways to do this. You can provide credentials through a ~/.aws/credentials file or through environment variables (AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY). If you're running on Amazon EC2, you can associate an IAM role with your instance with appropriate access.

For more information about Amazon Kinesis and the client libraries, see the Amazon Kinesis documentation as well as the Amazon Kinesis forums.

Running the Sample

The Amazon KCL for Node.js repository contains source code for the KCL, a sample data producer and data consumer (processor) application, and the bootstrap script.

To run sample applications, you need to get all required NPM modules. From the root of the repository, execute the following command:

npm install

This downloads all dependencies for running the bootstrap script as well as the sample application.

The sample application consists of two components:

  • A data producer (samples/basic_sample/producer/sample_kinesis_producer_app.js): this script creates an Amazon Kinesis stream and starts putting 10 random records into it.
  • A data processor (samples/basic_sample/consumer/sample_kcl_app.js): this script is invoked by the MultiLangDaemon, consumes the data from the Amazon Kinesis stream, and stores received data into files (1 file per shard).

The following defaults are used in the sample application:

  • Stream name: kclnodejssample
  • Number of shards: 2
  • Amazon KCL application name: kclnodejssample
  • Amazon DynamoDB table for Amazon KCL application: kclnodejssample

Running the Data Producer

To run the data producer, execute the following commands from the root of the repository:

    cd samples/basic_sample/producer
    node sample_kinesis_producer_app.js

Notes

  • The script samples/basic_sample/producer/sample_kinesis_producer_app.js takes several parameters that you can use to customize its behavior. To change default parameters, change values in the file samples/basic_sample/producer/config.js.

Running the Data Processor

To start the data processor, run the following command from the root of the repository:

    cd samples/basic_sample/consumer
    ../../../bin/kcl-bootstrap --java /usr/bin/java -e -p ./sample.properties

Notes

  • The Amazon KCL for Node.js uses stdin/stdout to interact with MultiLangDaemon. Do not point your application logs to stdout/stderr. If your logs point to stdout/stderr, log output gets mingled with MultiLangDaemon, which makes it really difficult to find consumer-specific log events. This consumer uses a logging library to redirect all application logs to a file called application.log. Make sure to follow a similar pattern while developing consumer applications with the Amazon KCL for Node.js. For more information about the protocol between the MultiLangDaemon and the Amazon KCL for Node.js, go to MultiLangDaemon.
  • The bootstrap script downloads MultiLangDaemon and its dependencies.
  • The bootstrap script invokes the MultiLangDaemon, which starts the Node.js consumer application as its child process. By default:
    • The file samples/basic_sample/consumer/sample.properties controls which Amazon KCL for Node.js application is run. You can specify your own properties file with the -p or --properties argument.
    • The bootstrap script uses JAVA_HOME to locate the java binary. To specify your own java home path, use the -j or --java argument when invoking the bootstrap script.
  • To only print commands on the console to run the KCL application without actually running the KCL application, leave out the -e or --execute argument to the bootstrap script.
  • You can also add REPOSITORY_ROOT/bin to your PATH so you can access kcl-bootstrap from anywhere.
  • To find out all the options you can override when running the bootstrap script, run the following command:
    kcl-bootstrap --help

Cleaning Up

This sample application creates an Amazon Kinesis stream, sends data to it, and creates a DynamoDB table to track the KCL application state. This will incur nominal costs to your AWS account, and continue to do so even when the sample app is finished. To stop being charged, delete these resources. Specifically, the sample application creates following AWS resources:

  • An Amazon Kinesis stream named kclnodejssample
  • An Amazon DynamoDB table named kclnodejssample

You can delete these using the AWS Management Console.

Running on Amazon EC2

Log into an Amazon EC2 instance running Amazon Linux, then perform the following steps to prepare your environment for running the sample application. Note the version of Java that ships with Amazon Linux can be found at /usr/bin/java and should be 1.8 or greater.

    # install node.js, npm and git 
    sudo yum install nodejs npm --enablerepo=epel
    sudo yum install git
    # clone the git repository to work with the samples 
    git clone https://github.com/awslabs/amazon-kinesis-client-nodejs.git kclnodejs
    cd kclnodejs/samples/basic_sample/producer/
    # download dependencies 
    npm install
    # run the sample producer 
    node sample_kinesis_producer_app.js &
 
    # ...and in another terminal, run the sample consumer 
    export PATH=$PATH:kclnodejs/bin
    cd kclnodejs/samples/basic_sample/consumer/
    kcl-bootstrap --java /usr/bin/java -e -p ./sample.properties > consumer.out 2>&1 &

NPM module

To get the Amazon KCL for Node.js module from NPM, use the following command:

  npm install aws-kcl

Under the Hood: Supplemental information about the MultiLangDaemon

Amazon KCL for Node.js uses Amazon KCL for Java internally. We have implemented a Java-based daemon, called the MultiLangDaemon that does all the heavy lifting. The daemon launches the user-defined record processor script/program as a sub-process, and then communicates with this sub-process over standard input/output using a simple protocol. This allows support for any language. This approach enables the Amazon KCL to be language-agnostic, while providing identical features and similar parallel processing model across all languages.

At runtime, there will always be a one-to-one correspondence between a record processor, a child process, and an Amazon Kinesis shard. The MultiLangDaemon ensures that, without any developer intervention.

In this release, we have abstracted these implementation details away and exposed an interface that enables you to focus on writing record processing logic in Node.js.

See Also

Release Notes

Release 2.0.0 (March 6, 2019)

  • Added support for Enhanced Fan-Out.
    Enhanced Fan-Out provides dedicated throughput per stream consumer, and uses an HTTP/2 push API (SubscribeToShard) to deliver records with lower latency.
  • Updated the Amazon Kinesis Client Library for Java to version 2.1.2.
  • Added support for the newer methods to the KCLManager.
    While the original shutdown method will continue to work it's recommended to upgrade to the newer interface.
    • The shutdown has been replaced by leaseLost and shardEnded.
    • Added the leaseLost method which is invoked when a lease is lost.
      leaseLost replaces shutdown where shutdownInput.reason was ZOMBIE.
    • Added the shardEnded method which is invoked when all records from a split or merge have been processed.
      shardEnded replaces shutdown where shutdownInput.reason was TERMINATE.
  • Updated the AWS Java SDK version to 2.4.0
  • MultiLangDaemon now provides logging using Logback.
    • MultiLangDaemon supports custom configurations for logging via a Logback XML configuration file.
    • The kcl-bootstrap program was been updated to accept either -l or --log-configuration to provide a Logback XML configuration file.

Release 0.8.0 (February 12, 2019)

  • Updated the dependency on Amazon Kinesis Client for Java to 1.9.3
    • This adds support for ListShards API. This API is used in place of DescribeStream API to provide more throughput during ShardSyncTask. Please consult the AWS Documentation for ListShards for more information.
      • ListShards supports higher call rate, which should reduce instances of throttling when attempting to synchronize the shard list.
      • WARNING: ListShards is a new API, and may require updating any explicit IAM policies
    • PR #59
  • Changed to now download jars from Maven using https.

Release 0.7.0 (August 2, 2017)

  • Updated the dependency on Amazon Kinesis Client for Java to 1.8.1.
    This adds support for setting a timeout when dispatching records to the node.js record processor. If the record processor doesn't respond in the given time the Java processor is terminated. The timeout for the this can be set by adding timeoutInSeconds = <timeout value>. The default for this is no timeout.
    Setting this can cause the KCL to exit suddenly, before using this ensure that you have an automated restart for your application
    Updating minimum requirement for the JDK version to 8
  • Added support to handle graceful shutdown requests.

Release 0.6.0 (December 12, 2016)

Release 0.5.0 (March 26, 2015)

  • The aws-kcl npm module allows implementation of record processors in Node.js using the Amazon KCL MultiLangDaemon.
  • The samples directory contains a sample producer and processing applications using the Amazon KCL for Node.js.

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npm i aws-kcl

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4,058

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2.0.0

license

Amazon Software License

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