Over a million developers have joined DZone.

Accessing Chronicle Engine via NFS

The Chronicle Engine is a great data virtualisation layer, and you can easily access it via NFS. Learn how in this tutorial.

· Performance Zone

Discover 50 of the latest mobile performance statistics with the Ultimate Guide to Digital Experience Monitoring, brought to you in partnership with Catchpoint.

Overview

Chronicle Engine is a data virtualisation layer.  It abstracts away the complexity of accessing, manipulating and subscribing to various data source so that the user of that data doesn't need to know how or where  the data is actually stored.  This means that this data can be migrated between systems or stored in a manner which is more efficient but would be to complex for the developer to use.


The basic interfaces are Concurrent Map and a simple Pub/Sub.  Using these in combination with the stream like filters and transformation you can access files, in memory data caches, LDAP, SQL Databases, Key-value NoSQL databases and low latency persisted stores.


What we are investigating is using NFS as a means of access as well as our Java and C# client to access the data in a natural way.  This way any program on Windows, Unix or MacOSX could use it. How might this look?

Access via NFS

The data stores in Chronicle Engine are organise hierarchically as a tree, rather like a directory structure.  The keys of a key-value store are like files in a directory and the values are the contents of the file. This translates to a virtual file system.


In Java, to access a map on the server or a remote client.

Map<String, String> map = acquireMap("/group/data", String.class, String.class);

map.put("key-1", "Hello World");
map.put("key-2", "G-Day All");

However with NFS mounting we can access the same map from any program, even shell.

~ $ cd /group/data
/group/data $ echo Hello World > key-1
/group/data $ echo G-Day All > key-2

To get a value, this is really simple in Java

String value = map.get("key-1");


And via NFS it is also simple

/group/data $ cat key-1
Hello World


What About More Complex Functions?

An advantage of having our own NFS server is that we can add virtual files which can perform functions provided they follow the general file access contract.


In Java we can apply a query to get in real time all the people over 20 years old.  If an entry is added, it is printed as it happens.


map.entrySet().query()
    .filter(e -> e.getValue().age > 20)
    .map(e -> e.getKey())
    .subscribe(System.out::println);;


So how could this translate on NFS?

/group/data $ tail -9999f '.(select key where age > 20)'
Bob Brown
Cate Class


This would give you all the current names, but any new names as they happen.

Choosing Your Format.

By having virtual files you can ask for them in a different format.  Say the underlying data object is a row in an RDBMS data base.  You might want this in CSV format, but you might want it in XML or JSON.


/group/users $ ls
peter-lawrey
/group/users $ cat peter-lawrey.csv
Peter,Lawrey,UK,1001
/group/users $ cat peter-lawrey.xml
<user id="1001">
    <first>Peter</first>
    <last>Lawrey</last>
    <country>UK</country>
</user>
/group/users $ cat peter-lawrey.json


{"user": { "id": "1001", "first": "Peter", "last": "Lawrey", "country": "UK" }}


By adding a recognised file extension, the file can appear in the format desired.

Updating a record could be as simple as writing to a file.

What are the advantages over using a normal NFS file system?

The main advantage is extensibility.  Chronicle Engine supports;


  • billions of entries in one map (directory)
  • LAN and WAN data replication.
  • real time updates of changes.
  • query support.
  • data compression
  • traffic shaping.
  • auditability of who changed what when.

We plan to support data distribution as well and support for more back end data stores.

Feedback

What would you use such a system for?  What features would you lie to see?

You can comment here or on the Chronicle Forum

I look forward to hearing your thoughts.

Is your APM strategy broken? This ebook explores the latest in Gartner research to help you learn how to close the end-user experience gap in APM, brought to you in partnership with Catchpoint.

Topics:
performance ,java ,chronicle engine ,nfs

Published at DZone with permission of Peter Lawrey, DZone MVB. See the original article here.

Opinions expressed by DZone contributors are their own.

The best of DZone straight to your inbox.

SEE AN EXAMPLE
Please provide a valid email address.

Thanks for subscribing!

Awesome! Check your inbox to verify your email so you can start receiving the latest in tech news and resources.
Subscribe

{{ parent.title || parent.header.title}}

{{ parent.tldr }}

{{ parent.urlSource.name }}