data-structures.rst 51 KB

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  1. .. include:: ../global.rst.inc
  2. .. highlight:: none
  3. .. _data-structures:
  4. Data structures and file formats
  5. ================================
  6. This page documents the internal data structures and storage
  7. mechanisms of Borg. It is partly based on `mailing list
  8. discussion about internals`_ and also on static code analysis.
  9. .. todo:: Clarify terms, perhaps create a glossary.
  10. ID (client?) vs. key (repository?),
  11. chunks (blob of data in repo?) vs. object (blob of data in repo, referred to from another object?),
  12. .. _repository:
  13. Repository
  14. ----------
  15. .. Some parts of this description were taken from the Repository docstring
  16. Borg stores its data in a `Repository`, which is a file system based
  17. transactional key-value store. Thus the repository does not know about
  18. the concept of archives or items.
  19. Each repository has the following file structure:
  20. README
  21. simple text file telling that this is a Borg repository
  22. config
  23. repository configuration
  24. data/
  25. directory where the actual data is stored
  26. hints.%d
  27. hints for repository compaction
  28. index.%d
  29. repository index
  30. lock.roster and lock.exclusive/*
  31. used by the locking system to manage shared and exclusive locks
  32. Transactionality is achieved by using a log (aka journal) to record changes. The log is a series of numbered files
  33. called segments_. Each segment is a series of log entries. The segment number together with the offset of each
  34. entry relative to its segment start establishes an ordering of the log entries. This is the "definition" of
  35. time for the purposes of the log.
  36. .. _config-file:
  37. Config file
  38. ~~~~~~~~~~~
  39. Each repository has a ``config`` file which is a ``INI``-style file
  40. and looks like this::
  41. [repository]
  42. version = 1
  43. segments_per_dir = 1000
  44. max_segment_size = 524288000
  45. id = 57d6c1d52ce76a836b532b0e42e677dec6af9fca3673db511279358828a21ed6
  46. This is where the ``repository.id`` is stored. It is a unique
  47. identifier for repositories. It will not change if you move the
  48. repository around so you can make a local transfer then decide to move
  49. the repository to another (even remote) location at a later time.
  50. Keys
  51. ~~~~
  52. Repository keys are byte-strings of fixed length (32 bytes), they
  53. don't have a particular meaning (except for the Manifest_).
  54. Normally the keys are computed like this::
  55. key = id = id_hash(unencrypted_data)
  56. The id_hash function depends on the :ref:`encryption mode <borg_init>`.
  57. As the id / key is used for deduplication, id_hash must be a cryptographically
  58. strong hash or MAC.
  59. Segments
  60. ~~~~~~~~
  61. Objects referenced by a key are stored inline in files (`segments`) of approx.
  62. 500 MB size in numbered subdirectories of ``repo/data``. The number of segments
  63. per directory is controlled by the value of ``segments_per_dir``. If you change
  64. this value in a non-empty repository, you may also need to relocate the segment
  65. files manually.
  66. A segment starts with a magic number (``BORG_SEG`` as an eight byte ASCII string),
  67. followed by a number of log entries. Each log entry consists of: (in this order)
  68. * First, unsigned 32-bit number, the CRC32 of the entire entry (for a PUT including the DATA) excluding the CRC32 field
  69. * Second, unsigned 32-bit size of the entry (including the whole header)
  70. * Third, unsigned 8-bit entry tag: PUT(0), DELETE(1) or COMMIT(2)
  71. * Fourth, on PUT or DELETE, 32 byte key
  72. * Fifth, PUT only, (size - 41) bytes of data (length = size - sizeof(CRC32) - sizeof(size) - sizeof(entry tag) - sizeof(key))
  73. Those files are strictly append-only and modified only once.
  74. Tag is either ``PUT``, ``DELETE``, or ``COMMIT``.
  75. When an object is written to the repository a ``PUT`` entry is written
  76. to the file containing the object id and data. If an object is deleted
  77. a ``DELETE`` entry is appended with the object id.
  78. A ``COMMIT`` tag is written when a repository transaction is
  79. committed. The segment number of the segment containing
  80. a commit is the **transaction ID**.
  81. When a repository is opened any ``PUT`` or ``DELETE`` operations not
  82. followed by a ``COMMIT`` tag are discarded since they are part of a
  83. partial/uncommitted transaction.
  84. The size of individual segments is limited to 4 GiB, since the offset of entries
  85. within segments is stored in a 32-bit unsigned integer in the repository index.
  86. Objects
  87. ~~~~~~~
  88. All objects (the manifest, archives, archive item streams chunks and file data
  89. chunks) are encrypted and/or compressed. See :ref:`data-encryption` for a
  90. graphic outlining the anatomy of an object in Borg. The `type` for compression
  91. is explained in :ref:`data-compression`.
  92. Index, hints and integrity
  93. ~~~~~~~~~~~~~~~~~~~~~~~~~~
  94. The **repository index** is stored in ``index.<TRANSACTION_ID>`` and is used to
  95. determine an object's location in the repository. It is a HashIndex_,
  96. a hash table using open addressing. It maps object keys_ to two
  97. unsigned 32-bit integers; the first integer gives the segment number,
  98. the second indicates the offset of the object's entry within the segment.
  99. The **hints file** is a msgpacked file named ``hints.<TRANSACTION_ID>``.
  100. It contains:
  101. * version
  102. * list of segments
  103. * compact
  104. The **integrity file** is a msgpacked file named ``integrity.<TRANSACTION_ID>``.
  105. It contains checksums of the index and hints files and is described in the
  106. :ref:`Checksumming data structures <integrity_repo>` section below.
  107. If the index or hints are corrupted, they are re-generated automatically.
  108. If they are outdated, segments are replayed from the index state to the currently
  109. committed transaction.
  110. Compaction
  111. ~~~~~~~~~~
  112. For a given key only the last entry regarding the key, which is called current (all other entries are called
  113. superseded), is relevant: If there is no entry or the last entry is a DELETE then the key does not exist.
  114. Otherwise the last PUT defines the value of the key.
  115. By superseding a PUT (with either another PUT or a DELETE) the log entry becomes obsolete. A segment containing
  116. such obsolete entries is called sparse, while a segment containing no such entries is called compact.
  117. Since writing a ``DELETE`` tag does not actually delete any data and
  118. thus does not free disk space any log-based data store will need a
  119. compaction strategy (somewhat analogous to a garbage collector).
  120. Borg uses a simple forward compacting algorithm,
  121. which avoids modifying existing segments.
  122. Compaction runs when a commit is issued with ``compact=True`` parameter, e.g.
  123. by the ``borg compact`` command (unless the :ref:`append_only_mode` is active).
  124. One client transaction can manifest as multiple physical transactions,
  125. since compaction is transacted, too, and Borg does not distinguish between the two::
  126. Perspective| Time -->
  127. -----------+--------------
  128. Client | Begin transaction - Modify Data - Commit | <client waits for repository> (done)
  129. Repository | Begin transaction - Modify Data - Commit | Compact segments - Commit | (done)
  130. The compaction algorithm requires two inputs in addition to the segments themselves:
  131. (i) Which segments are sparse, to avoid scanning all segments (impractical).
  132. Further, Borg uses a conditional compaction strategy: Only those
  133. segments that exceed a threshold sparsity are compacted.
  134. To implement the threshold condition efficiently, the sparsity has
  135. to be stored as well. Therefore, Borg stores a mapping ``(segment
  136. id,) -> (number of sparse bytes,)``.
  137. The 1.0.x series used a simpler non-conditional algorithm,
  138. which only required the list of sparse segments. Thus,
  139. it only stored a list, not the mapping described above.
  140. (ii) Each segment's reference count, which indicates how many live objects are in a segment.
  141. This is not strictly required to perform the algorithm. Rather, it is used to validate
  142. that a segment is unused before deleting it. If the algorithm is incorrect, or the reference
  143. count was not accounted correctly, then an assertion failure occurs.
  144. These two pieces of information are stored in the hints file (`hints.N`)
  145. next to the index (`index.N`).
  146. When loading a hints file, Borg checks the version contained in the file.
  147. The 1.0.x series writes version 1 of the format (with the segments list instead
  148. of the mapping, mentioned above). Since Borg 1.0.4, version 2 is read as well.
  149. The 1.1.x series writes version 2 of the format and reads either version.
  150. When reading a version 1 hints file, Borg 1.1.x will
  151. read all sparse segments to determine their sparsity.
  152. This process may take some time if a repository has been kept in append-only mode
  153. or ``borg compact`` has not been used for a longer time, which both has caused
  154. the number of sparse segments to grow.
  155. Compaction processes sparse segments from oldest to newest; sparse segments
  156. which don't contain enough deleted data to justify compaction are skipped. This
  157. avoids doing e.g. 500 MB of writing current data to a new segment when only
  158. a couple kB were deleted in a segment.
  159. Segments that are compacted are read in entirety. Current entries are written to
  160. a new segment, while superseded entries are omitted. After each segment an intermediary
  161. commit is written to the new segment. Then, the old segment is deleted
  162. (asserting that the reference count diminished to zero), freeing disk space.
  163. A simplified example (excluding conditional compaction and with simpler
  164. commit logic) showing the principal operation of compaction:
  165. .. figure:: compaction.png
  166. :figwidth: 100%
  167. :width: 100%
  168. (The actual algorithm is more complex to avoid various consistency issues, refer to
  169. the ``borg.repository`` module for more comments and documentation on these issues.)
  170. .. _internals_storage_quota:
  171. Storage quotas
  172. ~~~~~~~~~~~~~~
  173. Quotas are implemented at the Repository level. The active quota of a repository
  174. is determined by the ``storage_quota`` `config` entry or a run-time override (via :ref:`borg_serve`).
  175. The currently used quota is stored in the hints file. Operations (PUT and DELETE) during
  176. a transaction modify the currently used quota:
  177. - A PUT adds the size of the *log entry* to the quota,
  178. i.e. the length of the data plus the 41 byte header.
  179. - A DELETE subtracts the size of the deleted log entry from the quota,
  180. which includes the header.
  181. Thus, PUT and DELETE are symmetric and cancel each other out precisely.
  182. The quota does not track on-disk size overheads (due to conditional compaction
  183. or append-only mode). In normal operation the inclusion of the log entry headers
  184. in the quota act as a faithful proxy for index and hints overheads.
  185. By tracking effective content size, the client can *always* recover from a full quota
  186. by deleting archives. This would not be possible if the quota tracked on-disk size,
  187. since journaling DELETEs requires extra disk space before space is freed.
  188. Tracking effective size on the other hand accounts DELETEs immediately as freeing quota.
  189. .. rubric:: Enforcing the quota
  190. The storage quota is meant as a robust mechanism for service providers, therefore
  191. :ref:`borg_serve` has to enforce it without loopholes (e.g. modified clients).
  192. The following sections refer to using quotas on remotely accessed repositories.
  193. For local access, consider *client* and *serve* the same.
  194. Accordingly, quotas cannot be enforced with local access,
  195. since the quota can be changed in the repository config.
  196. The quota is enforcible only if *all* :ref:`borg_serve` versions
  197. accessible to clients support quotas (see next section). Further, quota is
  198. per repository. Therefore, ensure clients can only access a defined set of repositories
  199. with their quotas set, using ``--restrict-to-repository``.
  200. If the client exceeds the storage quota the ``StorageQuotaExceeded`` exception is
  201. raised. Normally a client could ignore such an exception and just send a ``commit()``
  202. command anyway, circumventing the quota. However, when ``StorageQuotaExceeded`` is raised,
  203. it is stored in the ``transaction_doomed`` attribute of the repository.
  204. If the transaction is doomed, then commit will re-raise this exception, aborting the commit.
  205. The transaction_doomed indicator is reset on a rollback (which erases the quota-exceeding
  206. state).
  207. .. rubric:: Compatibility with older servers and enabling quota after-the-fact
  208. If no quota data is stored in the hints file, Borg assumes zero quota is used.
  209. Thus, if a repository with an enabled quota is written to with an older ``borg serve``
  210. version that does not understand quotas, then the quota usage will be erased.
  211. The client version is irrelevant to the storage quota and has no part in it.
  212. The form of error messages due to exceeding quota varies with client versions.
  213. A similar situation arises when upgrading from a Borg release that did not have quotas.
  214. Borg will start tracking quota use from the time of the upgrade, starting at zero.
  215. If the quota shall be enforced accurately in these cases, either
  216. - delete the ``index.N`` and ``hints.N`` files, forcing Borg to rebuild both,
  217. re-acquiring quota data in the process, or
  218. - edit the msgpacked ``hints.N`` file (not recommended and thus not
  219. documented further).
  220. The object graph
  221. ----------------
  222. On top of the simple key-value store offered by the Repository_,
  223. Borg builds a much more sophisticated data structure that is essentially
  224. a completely encrypted object graph. Objects, such as archives_, are referenced
  225. by their chunk ID, which is cryptographically derived from their contents.
  226. More on how this helps security in :ref:`security_structural_auth`.
  227. .. figure:: object-graph.png
  228. :figwidth: 100%
  229. :width: 100%
  230. .. _manifest:
  231. The manifest
  232. ~~~~~~~~~~~~
  233. The manifest is the root of the object hierarchy. It references
  234. all archives in a repository, and thus all data in it.
  235. Since no object references it, it cannot be stored under its ID key.
  236. Instead, the manifest has a fixed all-zero key.
  237. The manifest is rewritten each time an archive is created, deleted,
  238. or modified. It looks like this:
  239. .. code-block:: python
  240. {
  241. b'version': 1,
  242. b'timestamp': b'2017-05-05T12:42:23.042864',
  243. b'item_keys': [b'acl_access', b'acl_default', ...],
  244. b'config': {},
  245. b'archives': {
  246. b'2017-05-05-system-backup': {
  247. b'id': b'<32 byte binary object ID>',
  248. b'time': b'2017-05-05T12:42:22.942864',
  249. },
  250. },
  251. b'tam': ...,
  252. }
  253. The *version* field can be either 1 or 2. The versions differ in the
  254. way feature flags are handled, described below.
  255. The *timestamp* field is used to avoid logical replay attacks where
  256. the server just resets the repository to a previous state.
  257. *item_keys* is a list containing all Item_ keys that may be encountered in
  258. the repository. It is used by *borg check*, which verifies that all keys
  259. in all items are a subset of these keys. Thus, an older version of *borg check*
  260. supporting this mechanism can correctly detect keys introduced in later versions.
  261. The *tam* key is part of the :ref:`tertiary authentication mechanism <tam_description>`
  262. (formerly known as "tertiary authentication for metadata") and authenticates
  263. the manifest, since an ID check is not possible.
  264. *config* is a general-purpose location for additional metadata. All versions
  265. of Borg preserve its contents (it may have been a better place for *item_keys*,
  266. which is not preserved by unaware Borg versions, releases predating 1.0.4).
  267. Feature flags
  268. +++++++++++++
  269. Feature flags are used to add features to data structures without causing
  270. corruption if older versions are used to access or modify them. The main issues
  271. to consider for a feature flag oriented design are flag granularity,
  272. flag storage, and cache_ invalidation.
  273. Feature flags are divided in approximately three categories, detailed below.
  274. Due to the nature of ID-based deduplication, write (i.e. creating archives) and
  275. read access are not symmetric; it is possible to create archives referencing
  276. chunks that are not readable with the current feature set. The third
  277. category are operations that require accurate reference counts, for example
  278. archive deletion and check.
  279. As the manifest is always updated and always read, it is the ideal place to store
  280. feature flags, comparable to the super-block of a file system. The only problem
  281. is to recover from a lost manifest, i.e. how is it possible to detect which feature
  282. flags are enabled, if there is no manifest to tell. This issue is left open at this time,
  283. but is not expected to be a major hurdle; it doesn't have to be handled efficiently, it just
  284. needs to be handled.
  285. Lastly, cache_ invalidation is handled by noting which feature
  286. flags were and which were not understood while manipulating a cache.
  287. This allows borg to detect whether the cache needs to be invalidated,
  288. i.e. rebuilt from scratch. See `Cache feature flags`_ below.
  289. The *config* key stores the feature flags enabled on a repository:
  290. .. code-block:: python
  291. config = {
  292. b'feature_flags': {
  293. b'read': {
  294. b'mandatory': [b'some_feature'],
  295. },
  296. b'check': {
  297. b'mandatory': [b'other_feature'],
  298. }
  299. b'write': ...,
  300. b'delete': ...
  301. },
  302. }
  303. The top-level distinction for feature flags is the operation the client intends
  304. to perform,
  305. | the *read* operation includes extraction and listing of archives,
  306. | the *write* operation includes creating new archives,
  307. | the *delete* (archives) operation,
  308. | the *check* operation requires full understanding of everything in the repository.
  309. |
  310. These are weakly set-ordered; *check* will include everything required for *delete*,
  311. *delete* will likely include *write* and *read*. However, *read* may require more
  312. features than *write* (due to ID-based deduplication, *write* does not necessarily
  313. require reading/understanding repository contents).
  314. Each operation can contain several sets of feature flags. Only one set,
  315. the *mandatory* set is currently defined.
  316. Upon reading the manifest, the Borg client has already determined which operation
  317. should be performed. If feature flags are found in the manifest, the set
  318. of feature flags supported by the client is compared to the mandatory set
  319. found in the manifest. If any unsupported flags are found (i.e. the mandatory set is
  320. not a subset of the features supported by the Borg client used), the operation
  321. is aborted with a *MandatoryFeatureUnsupported* error:
  322. Unsupported repository feature(s) {'some_feature'}. A newer version of borg is required to access this repository.
  323. Older Borg releases do not have this concept and do not perform feature flags checks.
  324. These can be locked out with manifest version 2. Thus, the only difference between
  325. manifest versions 1 and 2 is that the latter is only accepted by Borg releases
  326. implementing feature flags.
  327. Therefore, as soon as any mandatory feature flag is enabled in a repository,
  328. the manifest version must be switched to version 2 in order to lock out all
  329. Borg releases unaware of feature flags.
  330. .. _Cache feature flags:
  331. .. rubric:: Cache feature flags
  332. `The cache`_ does not have its separate set of feature flags. Instead, Borg stores
  333. which flags were used to create or modify a cache.
  334. All mandatory manifest features from all operations are gathered in one set.
  335. Then, two sets of features are computed;
  336. - those features that are supported by the client and mandated by the manifest
  337. are added to the *mandatory_features* set,
  338. - the *ignored_features* set comprised of those features mandated by the manifest,
  339. but not supported by the client.
  340. Because the client previously checked compliance with the mandatory set of features
  341. required for the particular operation it is executing, the *mandatory_features* set
  342. will contain all necessary features required for using the cache safely.
  343. Conversely, the *ignored_features* set contains only those features which were not
  344. relevant to operating the cache. Otherwise, the client would not pass the feature
  345. set test against the manifest.
  346. When opening a cache and the *mandatory_features* set is not a subset of the features
  347. supported by the client, the cache is wiped out and rebuilt,
  348. since a client not supporting a mandatory feature that the cache was built with
  349. would be unable to update it correctly.
  350. The assumption behind this behaviour is that any of the unsupported features could have
  351. been reflected in the cache and there is no way for the client to discern whether
  352. that is the case.
  353. Meanwhile, it may not be practical for every feature to have clients using it track
  354. whether the feature had an impact on the cache.
  355. Therefore, the cache is wiped.
  356. When opening a cache and the intersection of *ignored_features* and the features
  357. supported by the client contains any elements, i.e. the client possesses features
  358. that the previous client did not have and those new features are enabled in the repository,
  359. the cache is wiped out and rebuilt.
  360. While the former condition likely requires no tweaks, the latter condition is formulated
  361. in an especially conservative way to play it safe. It seems likely that specific features
  362. might be exempted from the latter condition.
  363. .. rubric:: Defined feature flags
  364. Currently no feature flags are defined.
  365. From currently planned features, some examples follow,
  366. these may/may not be implemented and purely serve as examples.
  367. - A mandatory *read* feature could be using a different encryption scheme (e.g. session keys).
  368. This may not be mandatory for the *write* operation - reading data is not strictly required for
  369. creating an archive.
  370. - Any additions to the way chunks are referenced (e.g. to support larger archives) would
  371. become a mandatory *delete* and *check* feature; *delete* implies knowing correct
  372. reference counts, so all object references need to be understood. *check* must
  373. discover the entire object graph as well, otherwise the "orphan chunks check"
  374. could delete data still in use.
  375. .. _archive:
  376. Archives
  377. ~~~~~~~~
  378. Each archive is an object referenced by the manifest. The archive object
  379. itself does not store any of the data contained in the archive it describes.
  380. Instead, it contains a list of chunks which form a msgpacked stream of items_.
  381. The archive object itself further contains some metadata:
  382. * *version*
  383. * *name*, which might differ from the name set in the manifest.
  384. When :ref:`borg_check` rebuilds the manifest (e.g. if it was corrupted) and finds
  385. more than one archive object with the same name, it adds a counter to the name
  386. in the manifest, but leaves the *name* field of the archives as it was.
  387. * *items*, a list of chunk IDs containing item metadata (size: count * ~34B)
  388. * *cmdline*, the command line which was used to create the archive
  389. * *hostname*
  390. * *username*
  391. * *time* and *time_end* are the start and end timestamps, respectively
  392. * *comment*, a user-specified archive comment
  393. * *chunker_params* are the :ref:`chunker-params <chunker-params>` used for creating the archive.
  394. This is used by :ref:`borg_recreate` to determine whether a given archive needs rechunking.
  395. * Some other pieces of information related to recreate.
  396. .. _archive_limitation:
  397. .. rubric:: Note about archive limitations
  398. The archive is currently stored as a single object in the repository
  399. and thus limited in size to MAX_OBJECT_SIZE (20MiB).
  400. As one chunk list entry is ~40B, that means we can reference ~500.000 item
  401. metadata stream chunks per archive.
  402. Each item metadata stream chunk is ~128kiB (see hardcoded ITEMS_CHUNKER_PARAMS).
  403. So that means the whole item metadata stream is limited to ~64GiB chunks.
  404. If compression is used, the amount of storable metadata is bigger - by the
  405. compression factor.
  406. If the medium size of an item entry is 100B (small size file, no ACLs/xattrs),
  407. that means a limit of ~640 million files/directories per archive.
  408. If the medium size of an item entry is 2kB (~100MB size files or more
  409. ACLs/xattrs), the limit will be ~32 million files/directories per archive.
  410. If one tries to create an archive object bigger than MAX_OBJECT_SIZE, a fatal
  411. IntegrityError will be raised.
  412. A workaround is to create multiple archives with fewer items each, see
  413. also :issue:`1452`.
  414. .. _item:
  415. Items
  416. ~~~~~
  417. Each item represents a file, directory or other file system item and is stored as a
  418. dictionary created by the ``Item`` class that contains:
  419. * path
  420. * list of data chunks (size: count * ~40B)
  421. * user
  422. * group
  423. * uid
  424. * gid
  425. * mode (item type + permissions)
  426. * source (for symlinks, and for hardlinks within one archive)
  427. * rdev (for device files)
  428. * mtime, atime, ctime in nanoseconds
  429. * xattrs
  430. * acl (various OS-dependent fields)
  431. * flags
  432. All items are serialized using msgpack and the resulting byte stream
  433. is fed into the same chunker algorithm as used for regular file data
  434. and turned into deduplicated chunks. The reference to these chunks is then added
  435. to the archive metadata. To achieve a finer granularity on this metadata
  436. stream, we use different chunker params for this chunker, which result in
  437. smaller chunks.
  438. A chunk is stored as an object as well, of course.
  439. .. _chunks:
  440. .. _chunker_details:
  441. Chunks
  442. ~~~~~~
  443. Borg has these chunkers:
  444. - "fixed": a simple, low cpu overhead, fixed blocksize chunker, optionally
  445. supporting a header block of different size.
  446. - "buzhash": variable, content-defined blocksize, uses a rolling hash
  447. computed by the Buzhash_ algorithm.
  448. For some more general usage hints see also ``--chunker-params``.
  449. "fixed" chunker
  450. +++++++++++++++
  451. The fixed chunker triggers (chunks) at even-spaced offsets, e.g. every 4MiB,
  452. producing chunks of same block size (the last chunk is not required to be
  453. full-size).
  454. Optionally, it supports processing a differently sized "header" first, before
  455. it starts to cut chunks of the desired block size.
  456. The default is not to have a differently sized header.
  457. ``borg create --chunker-params fixed,BLOCK_SIZE[,HEADER_SIZE]``
  458. - BLOCK_SIZE: no default value, multiple of the system page size (usually 4096
  459. bytes) recommended. E.g.: 4194304 would cut 4MiB sized chunks.
  460. - HEADER_SIZE: optional, defaults to 0 (no header).
  461. The fixed chunker also supports processing sparse files (reading only the ranges
  462. with data and seeking over the empty hole ranges).
  463. ``borg create --sparse --chunker-params fixed,BLOCK_SIZE[,HEADER_SIZE]``
  464. "buzhash" chunker
  465. +++++++++++++++++
  466. The buzhash chunker triggers (chunks) when the last HASH_MASK_BITS bits of the
  467. hash are zero, producing chunks with a target size of 2^HASH_MASK_BITS bytes.
  468. Buzhash is **only** used for cutting the chunks at places defined by the
  469. content, the buzhash value is **not** used as the deduplication criteria (we
  470. use a cryptographically strong hash/MAC over the chunk contents for this, the
  471. id_hash).
  472. The idea of content-defined chunking is assigning every byte where a
  473. cut *could* be placed a hash. The hash is based on some number of bytes
  474. (the window size) before the byte in question. Chunks are cut
  475. where the hash satisfies some condition
  476. (usually "n numbers of trailing/leading zeroes"). This causes chunks to be cut
  477. in the same location relative to the file's contents, even if bytes are inserted
  478. or removed before/after a cut, as long as the bytes within the window stay the same.
  479. This results in a high chance that a single cluster of changes to a file will only
  480. result in 1-2 new chunks, aiding deduplication.
  481. Using normal hash functions this would be extremely slow,
  482. requiring hashing approximately ``window size * file size`` bytes.
  483. A rolling hash is used instead, which allows to add a new input byte and
  484. compute a new hash as well as *remove* a previously added input byte
  485. from the computed hash. This makes the cost of computing a hash for each
  486. input byte largely independent of the window size.
  487. Borg defines minimum and maximum chunk sizes (CHUNK_MIN_EXP and CHUNK_MAX_EXP, respectively)
  488. which narrows down where cuts may be made, greatly reducing the amount of data
  489. that is actually hashed for content-defined chunking.
  490. ``borg create --chunker-params buzhash,CHUNK_MIN_EXP,CHUNK_MAX_EXP,HASH_MASK_BITS,HASH_WINDOW_SIZE``
  491. can be used to tune the chunker parameters, the default is:
  492. - CHUNK_MIN_EXP = 19 (minimum chunk size = 2^19 B = 512 kiB)
  493. - CHUNK_MAX_EXP = 23 (maximum chunk size = 2^23 B = 8 MiB)
  494. - HASH_MASK_BITS = 21 (target chunk size ~= 2^21 B = 2 MiB)
  495. - HASH_WINDOW_SIZE = 4095 [B] (`0xFFF`) (must be an odd number)
  496. The buzhash table is altered by XORing it with a seed randomly generated once
  497. for the repository, and stored encrypted in the keyfile. This is to prevent
  498. chunk size based fingerprinting attacks on your encrypted repo contents (to
  499. guess what files you have based on a specific set of chunk sizes).
  500. .. _cache:
  501. The cache
  502. ---------
  503. The **files cache** is stored in ``cache/files`` and is used at backup time to
  504. quickly determine whether a given file is unchanged and we have all its chunks.
  505. In memory, the files cache is a key -> value mapping (a Python *dict*) and contains:
  506. * key: id_hash of the encoded, absolute file path
  507. * value:
  508. - file inode number
  509. - file size
  510. - file mtime_ns
  511. - age (0 [newest], 1, 2, 3, ..., BORG_FILES_CACHE_TTL - 1)
  512. - list of chunk ids representing the file's contents
  513. To determine whether a file has not changed, cached values are looked up via
  514. the key in the mapping and compared to the current file attribute values.
  515. If the file's size, mtime_ns and inode number is still the same, it is
  516. considered to not have changed. In that case, we check that all file content
  517. chunks are (still) present in the repository (we check that via the chunks
  518. cache).
  519. If everything is matching and all chunks are present, the file is not read /
  520. chunked / hashed again (but still a file metadata item is written to the
  521. archive, made from fresh file metadata read from the filesystem). This is
  522. what makes borg so fast when processing unchanged files.
  523. If there is a mismatch or a chunk is missing, the file is read / chunked /
  524. hashed. Chunks already present in repo won't be transferred to repo again.
  525. The inode number is stored and compared to make sure we distinguish between
  526. different files, as a single path may not be unique across different
  527. archives in different setups.
  528. Not all filesystems have stable inode numbers. If that is the case, borg can
  529. be told to ignore the inode number in the check via --ignore-inode.
  530. The age value is used for cache management. If a file is "seen" in a backup
  531. run, its age is reset to 0, otherwise its age is incremented by one.
  532. If a file was not seen in BORG_FILES_CACHE_TTL backups, its cache entry is
  533. removed. See also: :ref:`always_chunking` and :ref:`a_status_oddity`
  534. The files cache is a python dictionary, storing python objects, which
  535. generates a lot of overhead.
  536. Borg can also work without using the files cache (saves memory if you have a
  537. lot of files or not much RAM free), then all files are assumed to have changed.
  538. This is usually much slower than with files cache.
  539. The on-disk format of the files cache is a stream of msgpacked tuples (key, value).
  540. Loading the files cache involves reading the file, one msgpack object at a time,
  541. unpacking it, and msgpacking the value (in an effort to save memory).
  542. The **chunks cache** is stored in ``cache/chunks`` and is used to determine
  543. whether we already have a specific chunk, to count references to it and also
  544. for statistics.
  545. The chunks cache is a key -> value mapping and contains:
  546. * key:
  547. - chunk id_hash
  548. * value:
  549. - reference count
  550. - size
  551. - encrypted/compressed size
  552. The chunks cache is a HashIndex_. Due to some restrictions of HashIndex,
  553. the reference count of each given chunk is limited to a constant, MAX_VALUE
  554. (introduced below in HashIndex_), approximately 2**32.
  555. If a reference count hits MAX_VALUE, decrementing it yields MAX_VALUE again,
  556. i.e. the reference count is pinned to MAX_VALUE.
  557. .. _cache-memory-usage:
  558. Indexes / Caches memory usage
  559. -----------------------------
  560. Here is the estimated memory usage of Borg - it's complicated::
  561. chunk_size ~= 2 ^ HASH_MASK_BITS (for buzhash chunker, BLOCK_SIZE for fixed chunker)
  562. chunk_count ~= total_file_size / chunk_size
  563. repo_index_usage = chunk_count * 40
  564. chunks_cache_usage = chunk_count * 44
  565. files_cache_usage = total_file_count * 240 + chunk_count * 80
  566. mem_usage ~= repo_index_usage + chunks_cache_usage + files_cache_usage
  567. = chunk_count * 164 + total_file_count * 240
  568. Due to the hashtables, the best/usual/worst cases for memory allocation can
  569. be estimated like that::
  570. mem_allocation = mem_usage / load_factor # l_f = 0.25 .. 0.75
  571. mem_allocation_peak = mem_allocation * (1 + growth_factor) # g_f = 1.1 .. 2
  572. All units are Bytes.
  573. It is assuming every chunk is referenced exactly once (if you have a lot of
  574. duplicate chunks, you will have fewer chunks than estimated above).
  575. It is also assuming that typical chunk size is 2^HASH_MASK_BITS (if you have
  576. a lot of files smaller than this statistical medium chunk size, you will have
  577. more chunks than estimated above, because 1 file is at least 1 chunk).
  578. If a remote repository is used the repo index will be allocated on the remote side.
  579. The chunks cache, files cache and the repo index are all implemented as hash
  580. tables. A hash table must have a significant amount of unused entries to be
  581. fast - the so-called load factor gives the used/unused elements ratio.
  582. When a hash table gets full (load factor getting too high), it needs to be
  583. grown (allocate new, bigger hash table, copy all elements over to it, free old
  584. hash table) - this will lead to short-time peaks in memory usage each time this
  585. happens. Usually does not happen for all hashtables at the same time, though.
  586. For small hash tables, we start with a growth factor of 2, which comes down to
  587. ~1.1x for big hash tables.
  588. E.g. backing up a total count of 1 Mi (IEC binary prefix i.e. 2^20) files with a total size of 1TiB.
  589. a) with ``create --chunker-params buzhash,10,23,16,4095`` (custom, like borg < 1.0 or attic):
  590. mem_usage = 2.8GiB
  591. b) with ``create --chunker-params buzhash,19,23,21,4095`` (default):
  592. mem_usage = 0.31GiB
  593. .. note:: There is also the ``--files-cache=disabled`` option to disable the files cache.
  594. You'll save some memory, but it will need to read / chunk all the files as
  595. it can not skip unmodified files then.
  596. HashIndex
  597. ---------
  598. The chunks cache and the repository index are stored as hash tables, with
  599. only one slot per bucket, spreading hash collisions to the following
  600. buckets. As a consequence the hash is just a start position for a linear
  601. search. If a key is looked up that is not in the table, then the hash table
  602. is searched from the start position (the hash) until the first empty
  603. bucket is reached.
  604. This particular mode of operation is open addressing with linear probing.
  605. When the hash table is filled to 75%, its size is grown. When it's
  606. emptied to 25%, its size is shrinked. Operations on it have a variable
  607. complexity between constant and linear with low factor, and memory overhead
  608. varies between 33% and 300%.
  609. If an element is deleted, and the slot behind the deleted element is not empty,
  610. then the element will leave a tombstone, a bucket marked as deleted. Tombstones
  611. are only removed by insertions using the tombstone's bucket, or by resizing
  612. the table. They present the same load to the hash table as a real entry,
  613. but do not count towards the regular load factor.
  614. Thus, if the number of empty slots becomes too low (recall that linear probing
  615. for an element not in the index stops at the first empty slot), the hash table
  616. is rebuilt. The maximum *effective* load factor, i.e. including tombstones, is 93%.
  617. Data in a HashIndex is always stored in little-endian format, which increases
  618. efficiency for almost everyone, since basically no one uses big-endian processors
  619. any more.
  620. HashIndex does not use a hashing function, because all keys (save manifest) are
  621. outputs of a cryptographic hash or MAC and thus already have excellent distribution.
  622. Thus, HashIndex simply uses the first 32 bits of the key as its "hash".
  623. The format is easy to read and write, because the buckets array has the same layout
  624. in memory and on disk. Only the header formats differ. The on-disk header is
  625. ``struct HashHeader``:
  626. - First, the HashIndex magic, the eight byte ASCII string "BORG_IDX".
  627. - Second, the signed 32-bit number of entries (i.e. buckets which are not deleted and not empty).
  628. - Third, the signed 32-bit number of buckets, i.e. the length of the buckets array
  629. contained in the file, and the modulus for index calculation.
  630. - Fourth, the signed 8-bit length of keys.
  631. - Fifth, the signed 8-bit length of values. This has to be at least four bytes.
  632. All fields are packed.
  633. The HashIndex is *not* a general purpose data structure.
  634. The value size must be at least 4 bytes, and these first bytes are used for in-band
  635. signalling in the data structure itself.
  636. The constant MAX_VALUE (defined as 2**32-1025 = 4294966271) defines the valid range for
  637. these 4 bytes when interpreted as an uint32_t from 0 to MAX_VALUE (inclusive).
  638. The following reserved values beyond MAX_VALUE are currently in use (byte order is LE):
  639. - 0xffffffff marks empty buckets in the hash table
  640. - 0xfffffffe marks deleted buckets in the hash table
  641. HashIndex is implemented in C and wrapped with Cython in a class-based interface.
  642. The Cython wrapper checks every passed value against these reserved values and
  643. raises an AssertionError if they are used.
  644. .. _data-encryption:
  645. Encryption
  646. ----------
  647. .. seealso:: The :ref:`borgcrypto` section for an in-depth review.
  648. AES_-256 is used in CTR mode (so no need for padding). A 64 bit initialization
  649. vector is used, a MAC is computed on the encrypted chunk
  650. and both are stored in the chunk. Encryption and MAC use two different keys.
  651. Each chunk consists of ``TYPE(1)`` + ``MAC(32)`` + ``NONCE(8)`` + ``CIPHERTEXT``:
  652. .. figure:: encryption.png
  653. :figwidth: 100%
  654. :width: 100%
  655. In AES-CTR mode you can think of the IV as the start value for the counter.
  656. The counter itself is incremented by one after each 16 byte block.
  657. The IV/counter is not required to be random but it must NEVER be reused.
  658. So to accomplish this Borg initializes the encryption counter to be
  659. higher than any previously used counter value before encrypting new data.
  660. To reduce payload size, only 8 bytes of the 16 bytes nonce is saved in the
  661. payload, the first 8 bytes are always zeros. This does not affect security but
  662. limits the maximum repository capacity to only 295 exabytes (2**64 * 16 bytes).
  663. Encryption keys (and other secrets) are kept either in a key file on the client
  664. ('keyfile' mode) or in the repository config on the server ('repokey' mode).
  665. In both cases, the secrets are generated from random and then encrypted by a
  666. key derived from your passphrase (this happens on the client before the key
  667. is stored into the keyfile or as repokey).
  668. The passphrase is passed through the ``BORG_PASSPHRASE`` environment variable
  669. or prompted for interactive usage.
  670. .. _key_files:
  671. Key files
  672. ---------
  673. .. seealso:: The :ref:`key_encryption` section for an in-depth review of the key encryption.
  674. When initialized with the ``init -e keyfile`` command, Borg
  675. needs an associated file in ``$HOME/.config/borg/keys`` to read and write
  676. the repository. The format is based on msgpack_, base64 encoding and
  677. PBKDF2_ SHA256 hashing, which is then encoded again in a msgpack_.
  678. The same data structure is also used in the "repokey" modes, which store
  679. it in the repository in the configuration file.
  680. The internal data structure is as follows:
  681. version
  682. currently always an integer, 1
  683. repository_id
  684. the ``id`` field in the ``config`` ``INI`` file of the repository.
  685. enc_key
  686. the key used to encrypt data with AES (256 bits)
  687. enc_hmac_key
  688. the key used to HMAC the encrypted data (256 bits)
  689. id_key
  690. the key used to HMAC the plaintext chunk data to compute the chunk's id
  691. chunk_seed
  692. the seed for the buzhash chunking table (signed 32 bit integer)
  693. These fields are packed using msgpack_. The utf-8 encoded passphrase
  694. is processed with PBKDF2_ (SHA256_, 100000 iterations, random 256 bit salt)
  695. to derive a 256 bit key encryption key (KEK).
  696. A `HMAC-SHA256`_ checksum of the packed fields is generated with the KEK,
  697. then the KEK is also used to encrypt the same packed fields using AES-CTR.
  698. The result is stored in a another msgpack_ formatted as follows:
  699. version
  700. currently always an integer, 1
  701. salt
  702. random 256 bits salt used to process the passphrase
  703. iterations
  704. number of iterations used to process the passphrase (currently 100000)
  705. algorithm
  706. the hashing algorithm used to process the passphrase and do the HMAC
  707. checksum (currently the string ``sha256``)
  708. hash
  709. HMAC-SHA256 of the *plaintext* of the packed fields.
  710. data
  711. The encrypted, packed fields.
  712. The resulting msgpack_ is then encoded using base64 and written to the
  713. key file, wrapped using the standard ``textwrap`` module with a header.
  714. The header is a single line with a MAGIC string, a space and a hexadecimal
  715. representation of the repository id.
  716. .. _data-compression:
  717. Compression
  718. -----------
  719. Borg supports the following compression methods, each identified by two bytes:
  720. - none (no compression, pass through data 1:1), identified by ``\x00\x00``
  721. - lz4 (low compression, but super fast), identified by ``\x01\x00``
  722. - zstd (level 1-22 offering a wide range: level 1 is lower compression and high
  723. speed, level 22 is higher compression and lower speed) - since borg 1.1.4,
  724. identified by ``\x03\x00``
  725. - zlib (level 0-9, level 0 is no compression [but still adding zlib overhead],
  726. level 1 is low, level 9 is high compression), identified by a zlib header
  727. (``\x.8\x..``)
  728. - lzma (level 0-9, level 0 is low, level 9 is high compression), identified
  729. by ``\x02\x00``.
  730. Speed: none > lz4 > zlib > lzma, lz4 > zstd
  731. Compression: lzma > zlib > lz4 > none, zstd > lz4
  732. Be careful, higher compression levels might use a lot of resources (CPU/memory).
  733. The overall speed of course also depends on the speed of your target storage.
  734. If that is slow, using a higher compression level might yield better overall
  735. performance. You need to experiment a bit. Maybe just watch your CPU load, if
  736. that is relatively low, increase compression until 1 core is 70-100% loaded.
  737. Even if your target storage is rather fast, you might see interesting effects:
  738. while doing no compression at all (none) is a operation that takes no time, it
  739. likely will need to store more data to the storage compared to using lz4.
  740. The time needed to transfer and store the additional data might be much more
  741. than if you had used lz4 (which is super fast, but still might compress your
  742. data about 2:1). This is assuming your data is compressible (if you backup
  743. already compressed data, trying to compress them at backup time is usually
  744. pointless).
  745. Compression is applied after deduplication, thus using different compression
  746. methods in one repo does not influence deduplication.
  747. See ``borg create --help`` about how to specify the compression level and its default.
  748. Lock files
  749. ----------
  750. Borg uses locks to get (exclusive or shared) access to the cache and
  751. the repository.
  752. The locking system is based on renaming a temporary directory
  753. to `lock.exclusive` (for
  754. exclusive locks). Inside this directory, there is a file indicating
  755. hostname, process id and thread id of the lock holder.
  756. There is also a json file `lock.roster` that keeps a directory of all shared
  757. and exclusive lockers.
  758. If the process is able to rename a temporary directory (with the
  759. host/process/thread identifier prepared inside it) in the resource directory
  760. to `lock.exclusive`, it has the lock for it. If renaming fails
  761. (because this directory already exists and its host/process/thread identifier
  762. denotes a thread on the host which is still alive), lock acquisition fails.
  763. The cache lock is usually in `~/.cache/borg/REPOID/lock.*`.
  764. The repository lock is in `repository/lock.*`.
  765. In case you run into troubles with the locks, you can use the ``borg break-lock``
  766. command after you first have made sure that no Borg process is
  767. running on any machine that accesses this resource. Be very careful, the cache
  768. or repository might get damaged if multiple processes use it at the same time.
  769. Checksumming data structures
  770. ----------------------------
  771. As detailed in the previous sections, Borg generates and stores various files
  772. containing important meta data, such as the repository index, repository hints,
  773. chunks caches and files cache.
  774. Data corruption in these files can damage the archive data in a repository,
  775. e.g. due to wrong reference counts in the chunks cache. Only some parts of Borg
  776. were designed to handle corrupted data structures, so a corrupted files cache
  777. may cause crashes or write incorrect archives.
  778. Therefore, Borg calculates checksums when writing these files and tests checksums
  779. when reading them. Checksums are generally 64-bit XXH64 hashes.
  780. The canonical xxHash representation is used, i.e. big-endian.
  781. Checksums are stored as hexadecimal ASCII strings.
  782. For compatibility, checksums are not required and absent checksums do not trigger errors.
  783. The mechanisms have been designed to avoid false-positives when various Borg
  784. versions are used alternately on the same repositories.
  785. Checksums are a data safety mechanism. They are not a security mechanism.
  786. .. rubric:: Choice of algorithm
  787. XXH64 has been chosen for its high speed on all platforms, which avoids performance
  788. degradation in CPU-limited parts (e.g. cache synchronization).
  789. Unlike CRC32, it neither requires hardware support (crc32c or CLMUL)
  790. nor vectorized code nor large, cache-unfriendly lookup tables to achieve good performance.
  791. This simplifies deployment of it considerably (cf. src/borg/algorithms/crc32...).
  792. Further, XXH64 is a non-linear hash function and thus has a "more or less" good
  793. chance to detect larger burst errors, unlike linear CRCs where the probability
  794. of detection decreases with error size.
  795. The 64-bit checksum length is considered sufficient for the file sizes typically
  796. checksummed (individual files up to a few GB, usually less).
  797. xxHash was expressly designed for data blocks of these sizes.
  798. Lower layer — file_integrity
  799. ~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  800. To accommodate the different transaction models used for the cache and repository,
  801. there is a lower layer (borg.crypto.file_integrity.IntegrityCheckedFile)
  802. wrapping a file-like object, performing streaming calculation and comparison of checksums.
  803. Checksum errors are signalled by raising an exception (borg.crypto.file_integrity.FileIntegrityError)
  804. at the earliest possible moment.
  805. .. rubric:: Calculating checksums
  806. Before feeding the checksum algorithm any data, the file name (i.e. without any path)
  807. is mixed into the checksum, since the name encodes the context of the data for Borg.
  808. The various indices used by Borg have separate header and main data parts.
  809. IntegrityCheckedFile allows borg to checksum them independently, which avoids
  810. even reading the data when the header is corrupted. When a part is signalled,
  811. the length of the part name is mixed into the checksum state first (encoded
  812. as an ASCII string via `%10d` printf format), then the name of the part
  813. is mixed in as an UTF-8 string. Lastly, the current position (length)
  814. in the file is mixed in as well.
  815. The checksum state is not reset at part boundaries.
  816. A final checksum is always calculated in the same way as the parts described above,
  817. after seeking to the end of the file. The final checksum cannot prevent code
  818. from processing corrupted data during reading, however, it prevents use of the
  819. corrupted data.
  820. .. rubric:: Serializing checksums
  821. All checksums are compiled into a simple JSON structure called *integrity data*:
  822. .. code-block:: json
  823. {
  824. "algorithm": "XXH64",
  825. "digests": {
  826. "HashHeader": "eab6802590ba39e3",
  827. "final": "e2a7f132fc2e8b24"
  828. }
  829. }
  830. The *algorithm* key notes the used algorithm. When reading, integrity data containing
  831. an unknown algorithm is not inspected further.
  832. The *digests* key contains a mapping of part names to their digests.
  833. Integrity data is generally stored by the upper layers, introduced below. An exception
  834. is the DetachedIntegrityCheckedFile, which automatically writes and reads it from
  835. a ".integrity" file next to the data file.
  836. It is used for archive chunks indexes in chunks.archive.d.
  837. Upper layer
  838. ~~~~~~~~~~~
  839. Storage of integrity data depends on the component using it, since they have
  840. different transaction mechanisms, and integrity data needs to be
  841. transacted with the data it is supposed to protect.
  842. .. rubric:: Main cache files: chunks and files cache
  843. The integrity data of the ``chunks`` and ``files`` caches is stored in the
  844. cache ``config``, since all three are transacted together.
  845. The ``[integrity]`` section is used:
  846. .. code-block:: none
  847. [cache]
  848. version = 1
  849. repository = 3c4...e59
  850. manifest = 10e...21c
  851. timestamp = 2017-06-01T21:31:39.699514
  852. key_type = 2
  853. previous_location = /path/to/repo
  854. [integrity]
  855. manifest = 10e...21c
  856. chunks = {"algorithm": "XXH64", "digests": {"HashHeader": "eab...39e3", "final": "e2a...b24"}}
  857. The manifest ID is duplicated in the integrity section due to the way all Borg
  858. versions handle the config file. Instead of creating a "new" config file from
  859. an internal representation containing only the data understood by Borg,
  860. the config file is read in entirety (using the Python ConfigParser) and modified.
  861. This preserves all sections and values not understood by the Borg version
  862. modifying it.
  863. Thus, if an older versions uses a cache with integrity data, it would preserve
  864. the integrity section and its contents. If a integrity-aware Borg version
  865. would read this cache, it would incorrectly report checksum errors, since
  866. the older version did not update the checksums.
  867. However, by duplicating the manifest ID in the integrity section, it is
  868. easy to tell whether the checksums concern the current state of the cache.
  869. Integrity errors are fatal in these files, terminating the program,
  870. and are not automatically corrected at this time.
  871. .. rubric:: chunks.archive.d
  872. Indices in chunks.archive.d are not transacted and use DetachedIntegrityCheckedFile,
  873. which writes the integrity data to a separate ".integrity" file.
  874. Integrity errors result in deleting the affected index and rebuilding it.
  875. This logs a warning and increases the exit code to WARNING (1).
  876. .. _integrity_repo:
  877. .. rubric:: Repository index and hints
  878. The repository associates index and hints files with a transaction by including the
  879. transaction ID in the file names. Integrity data is stored in a third file
  880. ("integrity.<TRANSACTION_ID>"). Like the hints file, it is msgpacked:
  881. .. code-block:: python
  882. {
  883. b'version': 2,
  884. b'hints': b'{"algorithm": "XXH64", "digests": {"final": "411208db2aa13f1a"}}',
  885. b'index': b'{"algorithm": "XXH64", "digests": {"HashHeader": "846b7315f91b8e48", "final": "cb3e26cadc173e40"}}'
  886. }
  887. The *version* key started at 2, the same version used for the hints. Since Borg has
  888. many versioned file formats, this keeps the number of different versions in use
  889. a bit lower.
  890. The other keys map an auxiliary file, like *index* or *hints* to their integrity data.
  891. Note that the JSON is stored as-is, and not as part of the msgpack structure.
  892. Integrity errors result in deleting the affected file(s) (index/hints) and rebuilding the index,
  893. which is the same action taken when corruption is noticed in other ways (e.g. HashIndex can
  894. detect most corrupted headers, but not data corruption). A warning is logged as well.
  895. The exit code is not influenced, since remote repositories cannot perform that action.
  896. Raising the exit code would be possible for local repositories, but is not implemented.
  897. Unlike the cache design this mechanism can have false positives whenever an older version
  898. *rewrites* the auxiliary files for a transaction created by a newer version,
  899. since that might result in a different index (due to hash-table resizing) or hints file
  900. (hash ordering, or the older version 1 format), while not invalidating the integrity file.
  901. For example, using 1.1 on a repository, noticing corruption or similar issues and then running
  902. ``borg-1.0 check --repair``, which rewrites the index and hints, results in this situation.
  903. Borg 1.1 would erroneously report checksum errors in the hints and/or index files and trigger
  904. an automatic rebuild of these files.