AWS ebs volume snapshots automated vs. Manual - amazon-web-services

I have a daily snapshot and understand that the snapshots are incremental, and would only take a snapshot of the difference from the last backup.
So if I take a manual snapshot, would it know to diff from my last automated snapshot? Or does it only know to diff manual snapshots?

The way snapshot works are:
It won't be differentiating between an automated backup or a Manual backup. It checks the existing backup (either a Manual or Automated one) and adds the delta on top of it. .If you have deleted the First backup, then the Second backup becomes the point of reference and it creates a soft link with reference to it.

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AWS EBS snapshots questions

I'm writing because I'm very confused around mechanism that is responsible for taking EBS snapshots.
First of all as far as I understand the difference between "backup" and "snapshot" - backup is full copy of volume blocks one to one, where snapshot is "delta" approach where only changed blocks are being copied right?
If that definition is right, than I can assume that taking EBS snapshot should be called backup - as we do typically full copy of all blocks that particular EBS is build on.
In almost every documentation from AWS website, I can read that EBS snapshots are taken incrementally (first one is full, then only difference between previous "state"). But after my small exercise on AWS console I was not able to see that in action.
I did snapshot of my EBS volume (50GB) and snapshot had a size exactly 50GB. Than I did another snapshot - again size 50GB. It made me incredible confused :///
All my experience / test were made only using root volume (first attached to EC2 instance). Now I was wondering if I have DB installed (postgreSQL) on EC2 that has only root volume attached, is that safe to make a snapshot of EBS (as a safe backup for my DB) as machine is running? Or unfortunately I should periodically take whole instance offline and only than make a backup of my DB volume?
EBS Snapshots work like this:
On your initial snapshot, it will create a block-level copy of your volume on S3 in the background. On subsequent snapshots it only saves the blocks that have changed since the last snapshot to S3 and for the rest it will keep track of a pointer to the original blocks. The third snapshot will work similar to the second snapshot, it again stores the blocks that have changed since the second snapshot and adds pointers to the other blocks.
If you restore the second snapshot, it will create a new volume and take a look at its metadata store, which pointers belong to that snapshot and then retrieve the blocks from S3 these point to.
If you delete Snapshot two, it will remove the pointers to the blocks that belong to snapshot two. If any of the blocks on S3 has no pointer left, i.e. doesn't belong to a snapshot anymore, it will be deleted.
To you as the client this whole process is transparent - you can delete or restore any snapshot you like and EBS will take care of the specifics in the background.
Should you be more interested in the details under the hood, I can recommend this article: The Jellyfish-inspired database under AWS Block Storage

Snapshot size is inconsistent

I set up a VM (using Bitnami running DokuWiki) and when I create manual snapshots, the size varies wildly between 1MB and 1GB. Nothing happens to the VM, the snapshots are created minutes apart from each other.
What is happening here? Am I missing something obvious? I want to set up auto backup, but if the manual creation of snapshots is not reliable I would not trust an auto system.
Cheers
The snapshots are created with incremental backups.
When incremental snapshots are performed, the current existing snapshot will be used as a baseline for subsequent snapshots. The system will create the new snapshot more quickly if it can use the previous snapshot and read only the new or changed data from the persistent disk.
Every new snapshot only contains new data or modified data. This is the reason why the sizes vary on each backup.
For more information in this regard, you may read this article from the GCP public documentation.

Compute-Engine Instance (boot as well as attached disks) snapshot

I have a Virtual Machine Instance running in Google-Cloud Platform.
I see there is an API to snapshot any disk in google-cloud BUT
what i'm looking for is - a way/API which snapshots the whole VM-Instance.
By that - the API should snapshot boot-disk, attached-disk & all this in one file/object.
So that - this object can be used to re-create the environment whenever i can restore using the object.
In Google-Cloud, the snapshot-able is only Disks.
So, as an instance or host snapshot, we can take snapshot of boot-disks, for having resiliency of boot-disk's recovery.
If we need to protect data-disks, then snapshots of data-disks should be taken separately for each of the disks.
Hence, when there is a need to take the snapshot of Whole Host/Instance, then we need to take snapshot of
Boot-Disk of Instance/Machine
All Data-Disks attached to instance
And, its upto us now to maintain rather associate them in one way or other.
Tags/Labels can be used to make snapshots identify that its part of Instance rather Hose snapshot, so at the time of recovery - we can search for the snapshots of same labels & trigger recover from those set of snapshots.
Give snapshots name with some common string. This way - snapshots starting from a particular string, would be part of the instance's snapshot & this identification should help at the time of recovery.
Please NOTE: these snapshots are crash-consistent snapshots.
This is how the snapshots of Instance/Machine needs to be taken in Google-Cloud Compute Engine.

Best option to take complete Backup of EC2 instance?

Currently I am taking manual backup of our EC2 instance by zipping the data and downloading it locally as well as on DropBox.
But I am wondering, can I have an option where I just take a complete copy of the whole system automatically daily so if something goes wrong/crashes, I can replace it with previous copy immediately rather than spending hours installing and configuring things ?
I can see there is an option of take "Image" but can I automated them to have just 1 latest image and replace the system with single click ?
You can create a single Image of your instance as Backup of your instance Configuration.
And
To keep back up of your data you can use snapshots of your volumes.
snapshots store data in incremental format whenever you make any changes.
When ever needed you can just attach the volume from the snapshot to your Instance.
It is not a good idea to do "external backup" for EC2 instance snapshot, before you read AWS pricing details.
First, AWS is charging every GB of data your transfer OUTside AWS cloud. Check out this pricing. Generally speaking, after the 1st GB, the rest will be charge at least $0.09/GB, against S3-standard pricing ~ $0.023/GB.
Second, the snapshot created is actually charges as S3 pricing(Check :
Copying an Amazon EBS Snapshot), not EBS pricing. After offset the transfer cost, perhaps you should consider create multiple snapshot than keep doing the data transfer out backup.
HOWEVER, if you happens to use an instance that use ephemeral storage, snapshot will not help. You need to copy the data out from ephemeral storage yourself. Then it is your choice to store under S3 or other place.
Third. If you worry the AWS region going down, check the multiple AZ option. Or checkout alternate AWS region option.
Fourth. When storing backup data in S3, you can always store them under Infrequent-Access, which save you some bucks, and you don't need to face an insane Glacier bills during emergency restore(Avoid Glacier, unless you are pretty sure about your own requirement).
Fifth, after done your plan of doing everything inside AWS, you can write bash script (AWS CLI) or use boto3, etc API to do the automatic backup.
Lastly , here is way of AWS create and maintain snapshot. Though each snapshot are deem "incremental", when u delete old snap shot :
the snapshot deletion process is designed so that you need to retain
only the most recent snapshot in order to restore the volume.
You can always "test" restore by create another EC2 instance that load the backup snapshot. Or you can mount the snapshot volume from another EC2 instance to check the contents.

RDS incremental backup

We are trying to take incremental back for mysql in RDS. We are unable to find any methods to take incremental backup . How can this be done in RDS ? In FAQ we read that we can restore the data up to last five minutes. But we are not sure how to do that?
You can use AWS Data Pipeline to do this.
It supports full RDS dump or incremental dump and restore.The problem is you cannot reuse a pipeline. You will have to clone the pipeline and create a new one using AWS Lambda or Jenkins or some other job scheduling system each time you want to create a Backup or Restore.
Check out this blog to find more information on that.
a. RDS provides Native incremental backup feature - RDS snapshots and also has a feature called Point in time recovery (PITR). This allows you to restore a state of RDS instance from last 5 minutes upto max 35 days in the past (35 days being the max automatic backup retention period).
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_WorkingWithAutomatedBackups.html
b. You can also trigger Manual snapshots in RDS - which is once again incremental (which means that if you have a running RDS server of 1TB your first/base snapshot will be 1TB) and any subsequent snapshots of the same server will only capture the modified blocks. In manual snapshots there is not retention period. You can keep as long as you wish unless you want to delete it manually. But the PITR feature is not available over Manual snapshots (i.e not longer than the configured automatic backup retention window)
In both the above features, you are dependent upon the RDS API/platform to take backup, list all the backups and restore RDS from backup. You dont have any control over the raw data / row level data.
For raw data backup, you need to consider Mysqldumps and restore - but that is an expensive operation (both backup and restore). You can use some third party tools like (percona) which provides good utilities to perform the same - but you cant use few tools because RDS does not allows you with RDS host access - so unless you run your own Mysql on VM/EC2, you are limited to the above 2 options. hope this helps.
https://www.percona.com/doc/percona-xtrabackup/2.3/innobackupex/incremental_backups_innobackupex.html
https://www.percona.com/doc/percona-xtrabackup/2.3/backup_scenarios/incremental_backup.html