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Introduction

Amazon's CloudWatch Logs (CWL) service stores log data from many types of applications. For very large volumes of log data it may not be feasible to retrieve all records for processing using the standard CWL API. Fortunately, CWL Subscriptions can automatically deliver log entries to Amazon Kinesis, which is suitable for real-time processing.

Observable Networks uses Kinesis to retrieve VPC Flow Logs, which are an input to endpoint modeling for network security monitoring.

This project contains a Python library and command line tool for retrieving log data from a Kinesis stream that's subscribed to a CloudWatch Logs group. The library builds on boto3 and should work on both Python 2.7 and 3.4+.

Note: The library is still experimental. Give it a try and file an issue or pull request if you have suggestions.

Getting started

You'll want to set up a Kinesis subscription for your CWL group first. See Amazon's documentation for instructions on how to do that.

Once you have log data being delivered to your Kinesis stream, install this project:

git clone https://github.com/obsrvbl/kinesis-logs-reader.git
cd kinesis-logs-reader
python setup.py develop

CLI Usage

kinesis-logs-reader provides a command line interface called kinesis_logs_reader that prints log records to stdout. It assumes your AWS credentials are available through environment variables, a boto configuration file, or through IAM metadata.

$ kinesis_logs_reader --start-time="2016-05-14 14:30:00" "vpc_flowlogs_stream"
account_id	action	bytes	dstaddr	dstport	end	interface_id	log_status	packets	protocol	srcaddr	srcport	start	version
12345678901	ACCEPT	228	198.51.100.1	123	1463236181	eni-25bed87f	OK	3	17	192.0.2.1	123	1463236035	2
12345678901	ACCEPT	312	192.0.2.1	0	1463236181	eni-25bed87f	OK	3	1	198.51.100.1	0	1463236035	2
12345678901	ACCEPT	6873	198.51.100.2	9224	1463236421	eni-25bed87f	OK	20	6	192.0.2.1	22	1463236375	2
12345678901	ACCEPT	2143	192.0.2.1	22	1463236421	eni-25bed87f	OK	16	6	198.51.100.2	9224	1463236375	2

The name of your Kinesis stream is required.

• The --start-time argument is optional; if not supplied the LATEST shard iterator will be used.
• The --count argument is optional; if not supplied 0 will be used and all records from the starting point to the end of the stream will be returned.

Library usage

To read the latest logs, import kinesis_logs_reader and create a kinesis_logs_reader.KinesisLogsReader object. Loop over this iterable object to retrieve the extractedFields dictionary from each log event:

import kinesis_logs_reader

reader = kinesis_logs_reader.KinesisLogsReader('vpc_flowlogs_stream')
for item in reader:
    print(item)

When initializing the KinesisLogsReader you may optionally pass:

• A start_time keyword, which is a Python datatime.datetime object.
• A kinesis_client keyword, if you need to set up a boto3.client instance yourself

If you don't pass a kinesis_client then all keyword arguments will be used when instantiating the boto3 Session.