# Rarr 1.11

## Breaking changes

* The DelayedArray backend (`writeZarrArray()` and `ZarrArray()` functions)
  has been migrated to a separate, dedicated package.
  This reduces the number of dependencies from 37 to 24.
  This also greatly improves performance in for the standard case (when the
  DelayedArray backend is not used).

## New features

* Zarr v3 arrays with data types and codecs that already existed in v2 
  can now be read via `read_zarr_array()`.
* More data types are available when writing Zarr arrays:
  * boolean / logical
  * int8
  * int16
  * int64 (up to values that can be represented as R integers)
  * uint8
  * uint16
  * uint32 (up to values that can be represented as R integers)
  * uint64 (up to values that can be represented as R integers)
  * float32 / single
* Scalar arrays (i.e., arrays with zero dimensions) can now be read.
  Thanks to Artür Manukyan for the bug report.
* Zarr attributes can now be read by passing an s3 URL directly as
  the first argument of `read_zarr_attributes()`. This makes 
  `read_zarr_attributes()` consistent with `read_zarr_array()` and
  `zarr_overview()`.
* "Simple" structured data types (i.e., only one level of nesting and 
  no arrays) can now be read from Zarr v2 arrays.
* `simplifyVector = FALSE` is added to `fromJSON` in `read_zarr_attributes()`, 
  thus attributes of both local and s3 zarr stores are read identically. 

## Minor improvements

* There is now a dedicated vignette describing the supported Zarr features
  in Rarr, available at
  <https://huber-group-embl.github.io/Rarr/articles/features.html>.
  This makes it more easily discoverable on the Bioconductor landing page.
* Rarr initializes empty/missing chunks only once per read operation, which
  significantly improves performance when reading arrays with many missing chunks.
* Reading fixed-length string and unicode arrays is now ~20% faster.
* The `shape` and `chunks` fields in v2 metadata are now always encoded as
  JSON arrays, even when they contain a single element. This makes Rarr more 
  compatible with other Zarr implementations. Thanks to Artür Manukyan for the
  bug report and pull request.
* Empty zarr arrays (i.e., arrays with `shape` and `chunks` equal zero)
  can now be written.
* Compression for writing Zarr arrays now default to zstd rather than zlib.
  zstd achieves similar or better compression levels while being much faster
  at compressing (= writing Zarr arrays) and decompressing (= reading Zarr 
  arrays). This matches the default used by Zarr Python implementation.

## Bug fixes

* Rarr is now fully compatible with big endian platforms.
* ZSTD decompression now also works in case where we cannot guess a priori the buffer
  size from the data type, such as when using variable length strings. 
  Thanks to Artür Manukyan for the bug report and test data.
* `zarr_overview()` no longer fails on consolidated metadata containing uncompressed
  arrays. This was introduced in https://github.com/Huber-group-EMBL/Rarr/pull/45.
  Thanks to Sharla Gelfand for reporting the issue and providing test data. 
* the `fill_value` is now correctly interpreted when reading Zarr v2 string or 
  unicode arrays. This is visible for example when trying to read missing chunks
  from such arrays. Thanks to Artür Manukyan for the bug report.

## Internal changes

* Some internal changes are preparing the transition to support Zarr v3:
  * "C" and "F" fill orders are now handled via a codec mechanism, which also
    supports a wider range of transpose operations.
  * The endian configuration is now handled via a codec.
* A GitHub Actions workflow has been added to occasionally test this package on
  a big endian platform.
* Bundled libraries have been updated:
  * blosc 1.20.1 -> 1.21.6
  * snappy 1.1.1 -> 1.2.2
  * zstd 1.5.5 -> 1.5.7
  * lz4 1.9.2 -> 1.10.0
* Resizable vector in C code for compression now uses the official exported R C
  API, instead of internal R functions.

# Rarr 1.9

## New features

* New functions to work with Zarr attributes have been added:
  * `read_zarr_attributes()` reads Zarr v2 and v3 attributes
  * `write_zarr_attributes()` only supports writing Zarr v2 attributes for now.
* This package now has a pkgdown website, available at
  <https://huber-group-embl.github.io/Rarr/>.
* Zarr v3 arrays are now supported for reading metadata via `zarr_overview()`.

## Breaking changes

* `zarr_overview(as_data_frame = TRUE)` now returns information more in line with the
  output of `zarr_overview(as_data_frame = FALSE)`. In particular:
  * a new `endianness` column has been added to indicate the byte order of the
    array data.
  * the `nchunks` column is now a list column specifying the number of chunks in
    each dimension, rather than a single integer giving the total number of
    chunks.

## Minor improvements

* An explicit error message is now given when attempting to read a Zarr array
  version 3. This version will be supported in a future release of Rarr.

## Bug fixes

* `.url_parse_other()` now accounts for port numbers in host name and colons in
  S3 buckets.
* `writeZarrArray()` now allows writing character arrays, and no longer errors
  complaining about null 'nchar' argument value. Default of 'nchar' is now
  `NULL`.
* `writeZarrArray()` no longer silently and incorrectly fills the last
  rows/columns when `dim` is not divisible by `chunk_dim`.
* The object name is no longer repeated (e.g., `name.zarrname.zarr`) when
  writing a Zarr array to a file in the current working directory.
* Invalid URLs for examples with S3 storage in `read_zarr_array()` and
  `zarr_overview()` have been updated.
* `read_zarr_array()` no longer errors on arrays with numeric values other than
  float, int, uint and complex.
* `zarr_overview()` now returns an explicit error message when the .zarray file
  is absent

## Internal changes

* Coding style throughout the package has been harmonized using the air tool.
  Contributors using RStudio, Positron or VS Code should have their code styled
  automatically on save.
* Continuous integration checks have been made stricter by setting `biocCheck()`
  error level to "error" rather than "never", and R CMD check error level to
  "warning" rather than "error".
* Static analysis via the lintr package is now performed on each push and PR.
  It should mostly be invisible to users but might result in slightly increased
  performance in some cases.
* The superseded httr dependency has been replaced with the lighter curl
  package, thus reducing the total number of dependencies for the package from
  42 to 40.
* The unused stringr dependency has been removed, reducing the total number of
  dependencies for the package from 40 to 38.
* A minor PROTECT()/UNPROTECT() imbalance in the C code, exposed by rchk, has
  been fixed. It is not likely to cause problems in real-world situations but
  it could theoretically lead to crashes in some cases.
* Argument `path` in internal function `read_array_metadata()` has been renamed
  to `zarr_path` for consistency with other internal functions
* Some internal functions have been renamed with a leading dot, in line with
  the officially recommended style for Bioconductor packages.
* This package now uses testthat instead of tinytest as a testing framework.
  This comes with more utilities to handle snapshot tests and mocked tests.
* Function calls are now counted in tests to ensure we don't repeatedly perform
  a task (in particular, an expensive I/O task) more often than necessary.

# Rarr 1.7

* Added `path()` method for `ZarrArray` class that returns the location of the
  zarr array root.
* Removed used of non-API call `SETLENGTH` in C code.
* Small changes to compilation of internal blosc libraries to cope with
  the C23 compiler becoming the default in R-4.5.0

# Rarr 1.5

* Fixed bug when creating an empty array with a floating datatype.  The fill
  value would be interpreted as an integer by `read_metadata()` and create
  and array of the wrong type.
* Fixed bug in `update_zarr_array()` when `NULL` was provided to one or more
  dimensions in the `index` argument.  This was parsed incorrectly and the
  underlying zarr was not modified.
* Fixed bug in reading 64-bit integer arrays compressed with ZLIB or LZ4.
  The calculated decompression buffer size was too small and reading would
  fail. (Thanks to Dan Auerbach for the report:
  https://github.com/grimbough/Rarr/issues/10)
* Added support for the ZarrArray S4 class and the DelayedArray framework.
* Improvements to read and write performance.

# Rarr 1.3

* Added support for using the zstd compression library for reading and writing.

# Rarr 1.1

* Fixed bug when reading an array if the fill value in `.zarray` was `null`.
* Addressed bug in makevars where Rarr.so could be compiled before libblosc.a
  was ready. Also backported to Rarr 1.0.2.
  (Thanks to Michael Sumner for reporting this issue:
  <https://github.com/grimbough/Rarr/issues/5>)
* Corrected issue where fixed length string datatypes would be written with
  null terminators, resulting in strings that were one byte longer than the
  dtype value written in the `.zarray` metadata. Also backported to Rarr 1.0.3.
* Added support for reading and writing the fixed length Unicode datatype, and
  for reading variable length UTF-8 datatype.

# Rarr 0.99.9

* Response it initial package review (thanks @Kayla-Morrell)
* Provided manual page examples for use_* compression filter functions.
* Add details of how example data in inst/extdata/zarr_examples was created.
* General code tidying

# Rarr 0.99.8

* Patch compression libraries to remove R CMD check warnings about C functions
that might crash R or write to something other than the R console. Working
in Linux only.

# Rarr 0.99.7

* Allow reading and writing chunks with GZIP compression.
* Add compression level arguments to several compression tools.

# Rarr 0.99.6

* Allow reading and writing chunks with no compression.
* Enable LZ4 compression for writing.
* Fix bug in blosc compression that could result in larger chunks than necessary.
* Improve speed of indexing when combining chunks into the final output array.

# Rarr 0.99.5

* Fixed bug when specifying nested chunks, where the chunk couldn't be written
unless the directory already existed.

# Rarr 0.99.4

* When writing chunks that overlap the array edge, even the undefined overhang
region should be written to disk.

# Rarr 0.99.3

* Allow choice between column and row ordering when creating a Zarr array

# Rarr 0.99.2

* Catch bug when chunk files contain values outside the array extent.
* Add manual page issues identified by BBS

# Rarr 0.99.1

* Switch from aws.s3 to paws.storage for S3 data retrieval.

# Rarr 0.99.0

* Initial Bioconductor submission.

# Rarr 0.0.1

* Added a `NEWS.md` file to track changes to the package.
