Usage

With the help of audbackend a user can store files in a repository on a storage system (backend).

File access is handled via an interface, which defines how the data is structured and presented to the user. In addition, audbackend supports different storage systems, so called backends.

Unversioned data on a file system

To store data on a backend we need to create a repository first. We select the audbackend.backend.FileSystem backend.

import audbackend

audbackend.backend.FileSystem.create("./host", "repo")

Once we have an existing repository, we can access it by instantiating the backend class. For some backends we have to establish a connection first. This can be achieved using a with statement, or by calling backend.open() at the beginning, and backend.close() at the end. If you are unsure whether your backend requires this step, just do it always.

backend = audbackend.backend.FileSystem("./host", "repo")
backend.open()

After establishing a connection we could directly execute read and write operations on the backend object. However, we recommend to always use interfaces to communicate with a backend. Here, we use audbackend.interface.Unversioned. It does not support versioning, i.e. exactly one file exists for a backend path.

interface = audbackend.interface.Unversioned(backend)

Now we can upload our first file to the repository. Note, it is important to provide an absolute path from the root of the repository by starting it with /.

import audeer

file = audeer.touch("file.txt")
interface.put_file(file, "/file.txt")

We check if the file exists in the repository.

interface.exists("/file.txt")

True

And access its meta information, like its checksum.

interface.checksum("/file.txt")

'd41d8cd98f00b204e9800998ecf8427e'

Its creation date.

interface.date("/file.txt")

'2024-11-04'

Or the owner who uploaded the file.

interface.owner("/file.txt")

'runner'

We create a copy of the file and verify it exists.

interface.copy_file("/file.txt", "/copy/file.txt")
interface.exists("/copy/file.txt")

True

We move it to a new location.

interface.move_file("/copy/file.txt", "/move/file.txt")
interface.exists("/copy/file.txt"), interface.exists("/move/file.txt")

(False, True)

We download the file and store it as local.txt.

file = interface.get_file("/file.txt", "local.txt")

It is possible to upload one or more files as an archive. Here, we select all files stored under folder/ and store them as folder.zip under the sub-path /archives/ in the repository.

folder = audeer.mkdir("./folder")
audeer.touch(folder, "file1.txt")
audeer.touch(folder, "file2.txt")
interface.put_archive(folder, "/archives/folder.zip")

When we download an archive it is automatically extracted, when using audbackend.interface.Unversioned.get_archive() instead of audbackend.interface.Unversioned.get_file().

paths = interface.get_archive("/archives/folder.zip", "downloaded_folder")
paths

['file1.txt', 'file2.txt']

We can list all files in the repository.

interface.ls("/")

['/archives/folder.zip', '/file.txt', '/move/file.txt']

If we provide a sub-path (must end on "/"), a list with files that start with the sub-path is returned.

interface.ls("/archives/")

['/archives/folder.zip']

We can remove files.

interface.remove_file("/file.txt")
interface.remove_file("/archives/folder.zip")
interface.ls("/")

['/move/file.txt']

Finally, we close the connection to the backend.

backend.close()

And delete the whole repository with all its content.

audbackend.backend.FileSystem.delete("host", "repo")

Now, if we try to open the repository again, we will get an error (note that this behavior is not guaranteed for all backend classes as it depends on the implementation).

try:
    backend.open()
except audbackend.BackendError as ex:
    display(str(ex.exception))

"[Errno 2] No such file or directory: '/home/runner/work/audbackend/audbackend/docs/tmp-usage/host/repo/'"

Versioned data on a file system

We start by creating a repository on the audbackend.backend.FileSystem backend. This time we access it with the audbackend.interface.Versioned interface (which is also used by default).

audbackend.backend.FileSystem.create("./host", "repo")
backend = audbackend.backend.FileSystem("./host", "repo")
backend.open()
interface = audbackend.interface.Versioned(backend)

We then upload a file and assign version "1.0.0" to it.

with open("file.txt", "w") as file:
    file.write("Content v1.0.0")
interface.put_file("file.txt", "/file.txt", "1.0.0")

Now we change the file for version "2.0.0".

with open("file.txt", "w") as file:
    file.write("Content v2.0.0")
interface.put_file("file.txt", "/file.txt", "2.0.0")

If we inspect the content of the repository it will return a list of tuples containing file name and version.

interface.ls("/")

[('/file.txt', '1.0.0'), ('/file.txt', '2.0.0')]

We can also inspect the available versions for a file.

interface.versions("/file.txt")

['1.0.0', '2.0.0']

Or request it’s latest version.

interface.latest_version("/file.txt")

'2.0.0'

We can copy a specific version of a file.

interface.copy_file("/file.txt", "/copy/file.txt", version="1.0.0")
interface.ls("/copy/")

[('/copy/file.txt', '1.0.0')]

Or all versions.

interface.copy_file("/file.txt", "/copy/file.txt")
interface.ls("/copy/")

[('/copy/file.txt', '1.0.0'), ('/copy/file.txt', '2.0.0')]

We move them to a new location.

interface.move_file("/copy/file.txt", "/move/file.txt")
interface.ls("/move/")

[('/move/file.txt', '1.0.0'), ('/move/file.txt', '2.0.0')]

When downloading a file, we can select the desired version.

path = interface.get_file("/file.txt", "local.txt", "1.0.0")
with open(path, "r") as file:
    display(file.read())

'Content v1.0.0'

When we are done, we close the connection to the repository.

backend.close()