dvc-data 3.15.1

DVC's data management subsystem

Features

• TODO

Requirements

• TODO

Installation

You can install DVC data via pip from PyPI:

$ pip install dvc-data

Usage

HashFile

HashFile

Based on dvc-object’s Object, this is an object that has a particular hash that can be used to verify its contents. Similar to git’s ShaFile.

from dvc_data.hashfile import HashFile

obj = HashFile("/path/to/file", fs, HashInfo("md5", "36eba1e1e343279857ea7f69a597324e")

HashFileDB

Based on dvc-object’s ObjectDB, but stores HashFile objects and so is able to verify their contents by their hash_info. Similar to git’s ObjectStore.

from dvc_data.hashfile import HashFileDB

odb = HashFileDB(fs, "/path/to/odb")

Index

Index

A trie-like structure that represents data files and directories.

from dvc_data.index import DataIndex, DataIndexEntry

index = DataIndex()
index[("foo",)] = DataIndexEntry(hash_info=hash_info, meta=meta)

Storage

A mapping that describes where to find data contents for index entries. Can be either ObjectStorage for HashFileDB-based storage or FileStorage for backup-like plain file storage.

index.storage_map[("foo",)] = ObjectStorage(...)

Contributing

Contributions are very welcome. To learn more, see the Contributor Guide.

License

Distributed under the terms of the Apache 2.0 license, DVC data is free and open source software.

Issues

If you encounter any problems, please file an issue along with a detailed description.