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TTL capability within Azure Cosmos DB is a live saver, as it would take necessary steps to purge redudent data based on the configurations you may.
Let us think in terms of an Industrial IoT scenario, devices can produce vast amounts of telemetry information, logs and user session information that is only useful until we operate on them and take action on them, to be specific up to finate period of time. Once that data becomes surplus, we need an application logic that purges these old records.
With the “Time to Live” or TTL, Microsoft Cosmos DB provides an ability to have your documents automatically purged from database storage after a certian period if time(which you configured)
Once the TTL is set, Cosmos DB service will automatically remove the documents when its lifetime is over.
Inorder to track TTL, Cosmos DB uses an offset field to check when it was last modified. This field is identifiable as “_ts”, which exists in every document you create. Basically it is a UNIX epoch timestamp. This field is updated everytime when the document is modified. [Ref: Picture1]
You can enable TTL on a Cosmos DB collection simply by using Azure Portal –> Cosmos DB collection setting for existing or during creation of a new collection)
Below is a one of the reference architecture in which Cosmos DB – TTL would be essentially useful and viable to any Iot business case:
During the Ignite 2018, Microsoft has announced the general availability of Multi-Master feature being introduced to Azure Cosmos DB to provide more control into data redundancy and elastic scalability for your data from different regions with multiple writes and read instances.
Multi-master is a capability that provided as part of Cosmos DB, that would provide you multiple write regions and provides an option to handle conflict resolution automatically through different options provided by the platform. Most of the major scenarios you would encounter the conflict can be resolved with these simple configurations.
A sample diagram depicting a use case of load balanced web app writing to respective regional master:-
With multi-master, Azure Cosmos DB delivers a single digit millisecond write latency at the 99th percentile anywhere in the world, and now offers 99.999 percent write availability (in addition to 99.999 percent read availability) backed by the industry-leading SLAs.
Wow! That’s an amazing performance Cosmos DB guarantees to provide so that your mission-critical systems will have zero downtime, if they start using Cosmos DB.
Azure Cosmos DB multi-master configuration is the game changes that really makes it a true global scale database with automatic conflict resolution capabilities for data synchronization and consistancy.
In my later sessions I will write examples to cover how conflict resolutions can be configured and used in realtime scenarios.
Azure Cosmos DB is a planet scale global document database which have been available for Azure Customers based on pay-as-you-go. Reserved Capacity is a new long term pre-paid billing commitment customers can get a discounted pricing. Azure Cosmos DB reserved capacity helps you save money by pre-paying for Azure Cosmos DB resources for a period of one year or three years.
It can significantly reduce your Cosmos DB costs and it enables you to save up to 65 percent on regular prices with one-year or three-year upfront commitment.
Reserved capacity provides a billing discount and does not affect the runtime state of your Cosmos DB resources.
It is available to all supported APIs (including MongoDB, Cassandra, SQL, Gremlin and Azure Tables) and all regions worldwide.
Scoped to a Single Subscription: that means a set of cosmos db account resources such as database or containers within the selected subscription.
Shared/Scoped to an enrolment: Billing benefit can be shared across any subscription in the enterprise agreement or pay-as-you-go subscriptions.
This feature is currently only applicable for enrolment (Enterprise Agreement customers) or account (Pay-as-you-go customers). Users with MSDN Subscription benefits are not applicable for the Reserved Capacity benefits.
Recently while I was doing Performance Testing in one of the APIs interacting with Cosmos DB, I encountered a problem as Azure Cosmos DB API’s started returning Http Code 429. Http Status Code 429 indicates that too many request been received or request rate is very large. This error would happen when we have concurrent users trying to write or read from same cosmos db collection.
Based on analysis it found out to be the Throttling happening from Azure Cosmos DB, as we make requests that may use more than provisioned Request Units(RU) per second. We were using default Cosmos DB configuration for a fixed collection of 1000 RU’s per second which is sufficient enough for a 500 reads and 100 writes for a 1 kb file. You can refer more about Request Units from Azure Docs.
1. Now first logical step we can do is to get rid off this error by increasing the Throughput for the collection. I am going to increase to 10000 RU/s maximum allocatable for a Storage Capacity: Fixed. This should ideally improve the Throughput for 250 or more virtual users hitting.
Purpose of this article is to help you with few steps of commands to provision a new Azure Cosmos DB database instance through Azure CLI or Azure Cloud Shell.
For the ease of this article I used Azure Cloud Shell, that you can launch from your azure portal by clicking on the Shell icon on the top portal menu.
So that’s the few silly easy steps to create Cosmos DB database from Azure CLI or Azure Cloud Shell. Hope that makes it easy for you.
To read more about the exam 70-777 visit: https://www.microsoft.com/en-us/learning/exam-70-777.aspx ( the link will also provide you guidance on the topics covered by this exam)
As on today, 70-777 BETA exam enrollment started, has around 300 beta seats for this exam, and you must register and take the exam before October,1 2018. Hurry if you are passionate enough to learn and try out this certification exam, please register now before you quote is full.
As part of BETA, you would get 80% discount use code 70-777-PANURGIC, when registering for the exam.
Nithin Mohan – A passionate hardcore application programmer, software architect, and technology evangelist with over 13 years of experience in Web, Mobile, and Cloud applications design and development.
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