git-annex/doc/design/iabackup.mdwn
2015-03-03 22:04:34 -04:00

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This is a fairly detailed design proposal for using git-annex to build
<http://archiveteam.org/index.php?title=INTERNETARCHIVE.BAK>
## sharding to scale
The IA contains some 24 million Items.
git repositories do not scale well past the 1-10 million file
range, and very badly above that. Storing individual IA Items
would strain git's scalability badly.
Solution: Create multiple git repositories, and split the Items amoung
them.
* Needs a map from an Item to its repository. (Could be stored in a
database, or whatever.)
* If each git repository holds 10 thousand items, that's 2400 repositories,
which is not an unmanagable number. (For comparison, git.debian.org
has 18500 repositories.) (100 thousand items would be the higher end, for
240 repositories.)
* The IA is ~20 Petabytes large. Each shard would thus be around 8
Terabytes. (Item sizes will vary a lot, so there's the
potential to get a shard that's unusually small or large. This could be
dealt with when assigning Items to the shards, to balance sizes out.)
* The Items in each shard are then distributed out to the clients who
have been assigned that shard. Clients will store varying amounts of
data, but probably under 1 Terabyte per client. And we want redundancy
(LOCKSS) -- say at least 3 copies. So, estimate around 25-100 clients need
to be assigned to each shard to get it backed up.
* Add new shards as the IA continues to grow.
## the IA git repository
We're building a pyramid of git-annex repositories, and at the tip
of this is a single git repository, which represents the entire Internet
Archive.
This IA git repository contains no files. But, git-annex in each of the
~2400 shards knows about it, and by default every Item in every shard
is recorded as having a copy present in the IA git repository.
If the IA lost an Item somehow, this would be reflected by updating
the git-annex location tracking to say the IA git repository no longer
contains the item.
Creating this repository is simple:
git init ia.git
cd ia.git
git annex init "The Internet Archive"
git annex trust .
## creating the shards
Each shard starts as a clone of the IA git repository.
Items are added to the shard, either all at once, or perhaps on-demand.
To add an Item to the shard:
1. Create a (reproducible checksum) tarball of all the files in the Item
(probably excluding "derived" files).
2. Checksum the tarball and derive a git-annex key, and add it to the git
repository.
The symlink can have a name corresponding to the Item name.
(Eg "LauraPoitrasCitizenfour.tar" for
<https://archive.org/details/LauraPoitrasCitizenfour>)
The easy way is to write the tarball to disk in the shard's git repo,
and "git annex add", but it's also possible to do this without ever
storing the tarball on disk. (The tarball would then be reconstructed
on the fly each time a client requests to download it.)
4. Update git-annex location tracking to indicate that this item
is present in the Internet Archive.
If $iauuid is the UUID of the IA git repository, the command
is: `setpresentkey $key $iauuid 1` (This command needs git-annex
5.20141231)
5. git commit
## adding a client
When a client registers to participate:
1. Generate a UUID, which is assigned to this client, and send it to the
client, and assign that UUID to a particular shard.
2. Send the client an appropriate auth token (eg, a locked down ssh private
key) to let them access the shard's git repository (or all the shards).
3. Client clones its assigned shard git repository,
runs `git annex init reinit $UUID`, and enables direct mode.
Note that a client could be assigned to multiple shards, rather than just
one. Probably good to keep a pool of empty shards that have clients waiting
for new Items to be added.
Note that direct mode seems like a good idea because it lets the user
easily delete files to free up space.
## distributing Items
1. Client runs `git annex sync --content`, which downloads as many
Items from the IA as will fit in their disk's free space
(leaving some conigurable amount free in reserve by configuring
annex.diskreserve)
2. Note that [[numcopies|copies]] and [[preferred_content]] settings can be
used to make clients only want to download an Item if it's not yet
reached the desired number of copies. Lots of flexability here in
git-annex.
3. git-annex will push back to the server an updated git-annex branch,
which will record when it has successfully stored an Item.
## bad actors
Clients can misbehave in probably many ways. The best defense for many
misbehaviors is to distribute Items to enough different clients that we can
trust some of them.
The main git-annex specific misbehavior is that a client could try to push
garbage information back to the origin repository on the server.
To guard against this, the server will reject all pushes of branches other
than the git-annex branch, which is the only one clients need to modify.
Check pushes of the git-annex branch. There are only a few files that
clients can legitimately modify, and the modifications will always involve
that client's UUID, not some other client's UUID. Reject anything shady.
These checks can be done in a git `update` hook. Rough estimate is that
such a hook would be a couple hundred lines of code.
## verification
We want a lightweight verification process, to verify that a client still
has the data. This can be done using `git annex fsck`, which can be
configured to eg, check each file only once per month.
git-annex will need a modification here. Currently, a successful fsck
does not leave any trace in the git-annex branch that it happened. But
we want the server to track when a client is not fscking (the user probably
dropped out).
The modification is simple; just have a successful fsck
update the timestamp in the fscked file's location log.
It will probably take just a few hours to code.
With that change, the server can check for files that not enough clients
have verified they have recently, and distribute them to more clients.
Note that bad actors can lie about this verification; it's not a proof they
still have the file. But, a bad actor could prove they have a file, and
refuse to give it back if the IA needed to restore the backup, too.
## fire drill
If we really want to test how well the system is working, we need a fire
drill.
1. Pick some Items that we'll assume the IA has lost in some disaster.
2. Look up the shard the Item belongs to.
3. Get the git-annex key of the Item, and tell git-annex it's been
lost from the IA, by running in its shard: `setpresentkey $key $iauuid 0`
4. The next time a client runs `git annex sync --content`, it will notice
that the IA repo doesn't have the Item anymore. The client will then
send the Item back to the origin repo.
5. To guard against bad actors, that restored Item should be checked with
`git annex fsck`. If its checksum is good, it can be re-injected back
into the IA. (Or, the fire drill was successful.)
(Remember to turn off the fire alarm by running
`setpresentkey $key $iauuid 1`)
## other optional nice stuff
The user running a client can delete some or all of their files at any
time, to free up disk space. The next time `git-annex sync` runs on the client,
it'll notice and let the server know, and other clients will then take
over storing it. (Or if the git-annex assistant is run on the client,
it would inform the server immediately.)
The user is also free to move Items around (within the git repository
directory), unpack Items to examine their contents, etc. This doesn't
affect anyone else.
Offline storage is supported. As long as the user can spin it up from time
to time to run `git annex fsck`.
More advanced users might have multiple repositories on different disks.
Each has their own UUID, and they could move Items around between them as
desired; this would be communicated back to the origin repository
automatically.
Shards could have themes, and users could request to be part of the
shard that includes Software, or Grateful Dead, etc. This might encourage
users to devote more resources.
Or, rather than doing a lucky dip and getting one or a couple shards,
a user could clone em all, and pick just which Items to store.
The contents of Items sometimes changes.
This can be reflected by updating an Item's file in the git repository.
Clients will then download the new version of the Item.
Items sometimes go dark; this could be reflected by deleting the item
from the repository. It's up to the clients what they do with the content
of such Items.
## other potential gotchas
If any single Item is very large (eg, 10 terabytes), there may not be
any clients that can handle it. This could be dealt with by splitting up
the item into smaller files. Word is there is a single 2 tb item, and a few
more around 100 gb, so this is probably not a concern.
A client could add other files to its local repo, and git-annex branch
pushes would include junk data about those files. It should probably be
filtered out by the git update hook (rejecting the whole push because of
this seems excessive).
There may be a thundering herd problem, where many clients end up
downloading the same Item at the same time, and more copies than neecessary
result. The next `git annex sync --content` in some of the
redundant clients will notice this and drop that item, and presumably
download some other item. However, it might be good to rate limit the
number of concurrent downloads of a given item, to prevent this and perhaps
other issues. This could be done by a wrapper around git-annex shell or
perhaps a git-annex modification.