Changelog for python311-xarray-complete-2024.7.0-lp156.2.2.noarch.rpm :

* Wed Sep 04 2024 Ben Greiner - Update to 2024.7.0
* Add test for rechunking to a size string by AATTdcherian in #9117
* Update docstring in api.py for open_mfdataset(), clarifying \"chunks\" argument by AATTarthur-e in #9121
* Grouper refactor by AATTdcherian in #9122
* adjust repr tests to account for different platforms (#9127) by AATTmgorny in #9128
* Support duplicate dimensions in .chunk by AATTmraspaud in #9099
* Update zendoo badge link by AATTmax-sixty in #9133
* Split out distributed writes in zarr docs by AATTmax-sixty in [#9132]
* Improve to_zarr docs by AATTmax-sixty in #9139
* groupby: remove some internal use of IndexVariable by AATTdcherian in #9123
* Improve zarr chunks docs by AATTmax-sixty in #9140
* Include numbagg in type checks by AATTmax-sixty in #9159
* Remove mypy exclusions for a couple more libraries by AATTmax-sixty in #9160
* Add test for #9155 by AATTmax-sixty in #9161
* switch to datetime unit \"D\" by AATTkeewis in #9170
* Slightly improve DataTree repr by AATTshoyer in #9064
* Fix example code formatting for CachingFileManager by AATTdjhoese in #9178
* Change np.core.defchararray to np.char (#9165) by AATTpont-us in [#9166]
* temporarily remove pydap from CI by AATTkeewis in #9183
* also pin numpy in the all-but-dask CI by AATTkeewis in #9184
* promote floating-point numeric datetimes to 64-bit before decoding by AATTkeewis in #9182
* \"source\" encoding for datasets opened from fsspec objects by AATTkeewis in #8923
* properly diff objects with arrays as attributes on variables by AATTkeewis in #9169
* Allow str in static typing of reindex, ffill etc. by AATTheadtr1ck in #9194
* Fix dark-theme in html[data-theme=dark]-tags by AATTprisae in [#9200]
* Add open_datatree benchmark by AATTaladinor in #9158
* use a composite strategy to generate the dataframe with a tz-aware datetime column by AATTkeewis in #9174
* Hierarchical coordinates in DataTree by AATTshoyer in #9063
* avoid converting custom indexes to pandas indexes when formatting coordinate diffs by AATTkeewis in #9157
* Fix reductions for np.complex_ dtypes with numbagg by AATTmax-sixty in #9210
* Consolidate some numbagg tests by AATTmax-sixty in #9211
* Use numpy 2.0-compat np.complex64 dtype in test by AATTmax-sixty in #9217
* Fix two bugs in DataTree.update() by AATTshoyer in #9214
* Only use necessary dims when creating temporary dataarray by AATTIllviljan in #9206
* Cleanup test_coding_times.py by AATTIllviljan in #9223
* Use reshape and ravel from duck_array_ops in coding/times.py by AATTIllviljan in #9225
* Use duckarray assertions in test_coding_times by AATTIllviljan in [#9226]
* Fix time indexing regression in convert_calendar by AATThmaarrfk in #9192
* numpy 2 compatibility in the netcdf4 and h5netcdf backends by AATTkeewis in #9136
* numpy 2 compatibility in the iris code paths by AATTkeewis in [#9156]
* switch the documentation to run with numpy>=2 by AATTkeewis in [#9177]
* exclude the bots from the release notes by AATTkeewis in #9235
* Add a .drop_attrs method by AATTmax-sixty in #8258
* Allow mypy to run in vscode by AATTmax-sixty in #9239
* Fix typing for test_plot.py by AATTIllviljan in #9234
* Added a space to the documentation by AATTChrisCleaner in #9247
* Per-variable specification of boolean parameters in open_dataset by AATTOstheer in #9218
* Enable pandas type checking by AATTheadtr1ck in #9213
* fix typing of fallback isdtype method by AATTheadtr1ck in #9250
* Grouper, Resampler as public api by AATTdcherian in #8840
* Update dropna docstring by AATTTomNicholas in #9257
* Delete base and loffset parameters to resample by AATTdcherian in [#9233]
* groupby, resample: Deprecate some positional args by AATTdcherian in #9236
* Add encode_cf_datetime benchmark by AATTspencerkclark in #9262
* Update signature for _arrayfunction.array by AATTIllviljan in [#9237]
* Fix copybutton for multi line examples in double digit ipython cells by AATTmosc9575 in #9264
* add backend intro and how-to diagram by AATTJessicaS11 in #9175
* Restore ability to specify _FillValue as Python native integers by AATTdjhoese in #9258
* Adding open_datatree backend-specific keyword arguments by AATTaladinor in #9199
* Change .groupby fastpath to work for monotonic increasing and decreasing by AATTJoelJaeschke in #7427
* Fully deprecate squeeze kwarg to groupby by AATTdcherian in #9280
* Support rechunking to a frequency. by AATTdcherian in #9109
* automate extracting the contributors by AATTkeewis in #9288
* Allow importing from xarray.groupers by AATTdcherian in #9289- Release 2024.06.0
* TEST: Fix numbagg or bottlekneck skip by AATThmaarrfk in #9034
* Use ME in test_plot instead of M by AATThmaarrfk in #9035
* (fix): equality check against singleton PandasExtensionArray by AATTilan-gold in #9032
* array api-related upstream-dev failures by AATTkeewis in #8854
* User-guide - pandas : Add alternative to xarray.Dataset.from_dataframe by AATTloco-philippe in #9020
* Clarify matmul does xarray.dot by AATTmthramann in #9060
* Run tests on changes to root dotfiles by AATTmax-sixty in #9062
* Speed up netCDF4, h5netcdf backends by AATTdcherian in #9067
* citation / orcid by AATTkeewis in #9082
* fixes for the pint tests by AATTkeewis in #8983
* Address latest pandas-related upstream test failures by AATTspencerkclark in #9081
* Add scottyhq to CITATION.cff by AATTscottyhq in #9089
* Fix Typo in Bfill benchmark by AATTOckenfuss in #9087
* add link to CF conventions on packed data in doc/user-guide/io.rst by AATTkmuehlbauer in #9045
* add order for polynomial interpolation, fixes #8762 by AATTnkarasiak in #9079
* Fix upcasting with python builtin numbers and numpy 2 by AATTdjhoese in #8946
* Add Eni to CITATION.cff by AATTeni-awowale in #9095
* add Jessica to citation by AATTJessicaS11 in #9096
* (fix): don\'t handle time-dtypes as extension arrays in from_dataframe by AATTilan-gold in #9042
* Micro optimizations to improve indexing by AATThmaarrfk in #9002
* DAS-2067 - Migrate datatree io.py and common.py by AATTowenlittlejohns in #9011
* open_datatree performance improvement on NetCDF, H5, and Zarr files by AATTaladinor in #9014
* Adds Matt Savoie to CITATION.cff by AATTflamingbear in #9103
* skip the pandas datetime roundtrip test with pandas=3.0 by AATTkeewis in #9104
* Add user survey announcement to docs by AATTjhamman in #9101
* add remaining core-dev citations by AATTkeewis in #9110
* Undo custom padding-top. by AATTdcherian in #9107- Drop xarray-pr8854-np2.patch- Drop xarray-pr9305-cftime.patch
* was actually gh#pydata/xarray#9035- Add xarray-pr9321-dasktests.patch gh#pydata/xarray#9321- Add xarray-pr9356-dasktests.patch gh#pydata/xarray#9356- Add xarray-pr9403-np2.1-scalar.patch gh#pydata/xarray#9403- Remove obsolete versions from extra requirements
* Wed Jun 05 2024 Ben Greiner - Update to 2024.5.0
* Update reference to \'Weighted quantile estimators\' by AATTAndreyAkinshin in #8898
* Update docstring for compute and persist by AATTsaschahofmann in [#8903]
* Stateful tests with Dataset by AATTdcherian in #8658
* Trigger hypothesis stateful tests nightly by AATTdcherian in #8907
* Don\'t access data when creating DataArray from Variable. by AATTdcherian in #8754
* Add typing to test_plot.py by AATTIllviljan in #8889
* Update hypothesis action to always save the cache by AATTdcherian in #8913
* Add typing to some functions in indexing.py by AATTIllviljan in [#8922]
* Enhance the ugly error in constructor when no data passed by AATTaimtsou in #8920
* Migrate iterators.py for datatree. by AATTowenlittlejohns in #8879
* use pd.to_timedelta instead of TimedeltaIndex by AATTkeewis in [#8938]
* adapt more tests to the copy-on-write behavior of pandas by AATTkeewis in #8940
* Correct save_mfdataset docstring by AATTTomNicholas in #8934
* Convert 360_day calendars by choosing random dates to drop or add by AATTaulemahal in #8603
* Migrate datatree mapping.py by AATTowenlittlejohns in #8948
* (feat): Support for pandas ExtensionArray by AATTilan-gold in [#8723]
* Migrate formatting_html.py into xarray core by AATTeni-awowale in [#8930]
* use nan instead of NaN by AATTkeewis in #8961
* stop pruning datatree_ directory from distribution by AATTflamingbear in #8953
* Delete pynio backend. by AATTdcherian in #8971
* Migrate datatreee assertions/extensions/formatting by AATTowenlittlejohns in #8967
* Bump dependencies incl pandas>=2 by AATTdcherian in #8968
* Option to not auto-create index during expand_dims by AATTTomNicholas in #8960
* Raise errors on new warnings from within xarray by AATTmax-sixty in #8974
* more engine environment tricks in preparation for numpy>=2 by AATTkeewis in #8978
* Switch all methods to dim by AATTmax-sixty in #8982
* Docstring and documentation improvement for the Dataset class by AATTnoahbenson in #8973
* Add notes on when to add ignores to warnings by AATTmax-sixty in [#8987]
* Remove .drop warning allow by AATTmax-sixty in #8988
* Skip flaky test_open_mfdataset_manyfiles test by AATTmax-sixty in [#8989]
* avoid a couple of warnings in polyfit by AATTkeewis in #8939
* Migration of datatree/ops.py -> datatree_ops.py by AATTflamingbear in #8976
* Mark test_use_cftime_false_standard_calendar_in_range as an expected failure by AATTspencerkclark in #8996
* call np.cross with 3D vectors only by AATTkeewis in #8993
* Fix syntax error in test related to cupy by AATThmaarrfk in #9000
* Add argument check_dims to assert_allclose to allow transposed inputs (#5733) by AATTignamv in #8991
* Faster fastpath by AATThmaarrfk in #9001
* Speed up localize by AATTIllviljan in #8536
* Port negative frequency fix for pandas.date_range to cftime_range by AATTspencerkclark in #8999
* Zarr: Optimize region=\"auto\" detection by AATTdcherian in #8997
* Add a benchmark to monitor performance for large dataset indexing by AATThmaarrfk in #9012
* Avoid extra read from disk when creating Pandas Index. by AATTdcherian in #8893
* Avoid auto creation of indexes in concat by AATTTomNicholas in [#8872]
* Zarr: Optimize appending by AATTdcherian in #8998- Drop xarray-pr8953-nodatatreeprune.patch- Add xarray-pr8854-np2.patch gh#pydata/xarray#8854- Add xarray-pr9305-cftime.patch gh#pydata/xarray#9305
* Fri May 03 2024 Ben Greiner - Update to 2024.3.0 [#]# New Features
* Partial writes to existing chunks with region or append_dim will now raise an error (unless safe_chunks=False); previously an error would only be raised on new variables. (PR8459, GH8371, GH8882) By Maximilian Roos.
* Grouped and resampling quantile calculations now use the vectorized algorithm in flox>=0.9.4 if present. By Deepak Cherian.
* Do not broadcast in arithmetic operations when global option arithmetic_broadcast=False (GH6806, PR8784). By Etienne Schalk and Deepak Cherian.
* Add the .oindex property to Explicitly Indexed Arrays for orthogonal indexing functionality. (GH8238, PR8750) By Anderson Banihirwe.
* Add the .vindex property to Explicitly Indexed Arrays for vectorized indexing functionality. (GH8238, PR8780) By Anderson Banihirwe.
* Expand use of .oindex and .vindex properties. (:pull: 8790) By Anderson Banihirwe and Deepak Cherian.
* Allow creating xr.Coordinates objects with no indexes (PR8711) By Benoit Bovy and Tom Nicholas.
* Enable plotting of datetime.dates. (GH8866, PR8873) By Sascha Hofmann. [#]# Breaking changes
* Don’t allow overwriting index variables with to_zarr region writes. (GH8589, PR8876). By Deepak Cherian. [#]# Bug fixes
* The default freq parameter in xr.date_range() and xr.cftime_range() is set to \'D\' only if periods, start, or end are None (GH8770, PR8774). By Roberto Chang.
* Ensure that non-nanosecond precision numpy.datetime64 and numpy.timedelta64 values are cast to nanosecond precision values when used in DataArray.expand_dims() and :Dataset.expand_dims() (PR8781). By Spencer Clark.
* CF conform handling of _FillValue/missing_value and dtype in CFMaskCoder/CFScaleOffsetCoder (GH2304, GH5597, GH7691, PR8713, see also discussion in PR7654). By Kai Mühlbauer.
* Do not cast _FillValue/missing_value in CFMaskCoder if _Unsigned is provided (GH8844, PR8852).
* Adapt handling of copy keyword argument for numpy >= 2.0dev (GH8844, PR8851, PR8865). By Kai Mühlbauer.
* Import trapz/trapezoid depending on numpy version (GH8844, PR8865). By Kai Mühlbauer.
* Warn and return bytes undecoded in case of UnicodeDecodeError in h5netcdf-backend (GH5563, PR8874). By Kai Mühlbauer.
* Fix bug incorrectly disallowing creation of a dataset with a multidimensional coordinate variable with the same name as one of its dims. (GH8884, PR8886) By Tom Nicholas. [#]# Internal Changes
* Migrates treenode functionality into xarray/core (PR8757) By Matt Savoie and Tom Nicholas.
* Migrates datatree functionality into xarray/core. (:pull: 8789) By Owen Littlejohns, Matt Savoie and Tom Nicholas.- Drop Add xarray-pr8797-tokenize.patch- Add xarray-pr8953-nodatatreeprune.patch gh#pydata/xarray#8953
* Mon Mar 18 2024 Ben Greiner - Add xarray-pr8797-tokenize.patch
* gh#pydata/xarray#8797 fixes gh#pydata/xarray#8788
* Fri Mar 01 2024 Matej Cepl - Skip Python 3.9. It requires pydap, which is not available any more.
* Tue Feb 27 2024 Ben Greiner - Update to 2024.2.0
* This release brings size information to the text repr, changes to the accepted frequency strings, and various bug fixes. [#]# New Features
* Added a simple nbytes representation in DataArrays and Dataset repr. (GH8690, PR8702). By Etienne Schalk.
* Allow negative frequency strings (e.g. \"-1YE\"). These strings are for example used in date_range(), and cftime_range() (PR8651). By Mathias Hauser.
* Add NamedArray.expand_dims(), NamedArray.permute_dims() and NamedArray.broadcast_to() (PR8380) By Anderson Banihirwe.
* Xarray now defers to flox’s heuristics to set the default method for groupby problems. This only applies to flox>=0.9. By Deepak Cherian.
* All quantile methods (e.g. DataArray.quantile()) now use numbagg for the calculation of nanquantiles (i.e., skipna=True) if it is installed. This is currently limited to the linear interpolation method (method=’linear’). (GH7377, PR8684) By Marco Wolsza. [#]# Breaking changes
* infer_freq() always returns the frequency strings as defined in pandas 2.2 (GH8612, PR8627). By Mathias Hauser.
* Deprecations
* The dt.weekday_name parameter wasn’t functional on modern pandas versions and has been removed. (GH8610, PR8664) By Sam Coleman. [#]# Bug fixes
* Fixed a regression that prevented multi-index level coordinates being serialized after resetting or dropping the multi-index (GH8628, PR8672). By Benoit Bovy.
* Fix bug with broadcasting when wrapping array API-compliant classes. (GH8665, PR8669) By Tom Nicholas.
* Ensure DataArray.unstack() works when wrapping array API-compliant classes. (GH8666, PR8668) By Tom Nicholas.
* Fix negative slicing of Zarr arrays without dask installed. (GH8252) By Deepak Cherian.
* Preserve chunks when writing time-like variables to zarr by enabling lazy CF encoding of time-like variables (GH7132, GH8230, GH8432, PR8575). By Spencer Clark and Mattia Almansi.
* Preserve chunks when writing time-like variables to zarr by enabling their lazy encoding (GH7132, GH8230, GH8432, PR8253, PR8575; see also discussion in PR8253). By Spencer Clark and Mattia Almansi.
* Raise an informative error if dtype encoding of time-like variables would lead to integer overflow or unsafe conversion from floating point to integer values (GH8542, PR8575). By Spencer Clark.
* Raise an error when unstacking a MultiIndex that has duplicates as this would lead to silent data loss (GH7104, PR8737). By Mathias Hauser.- Release 2024.1.1 [#]# Breaking changes
* Following pandas, infer_freq() will return \"YE\", instead of \"Y\" (formerly \"A\"). This is to be consistent with the deprecation of the latter frequency string in pandas 2.2. This is a follow up to PR8415 (GH8612, PR8642). By Mathias Hauser. [#]# Deprecations
* Following pandas, the frequency string \"Y\" (formerly \"A\") is deprecated in favor of \"YE\". These strings are used, for example, in date_range(), cftime_range(), DataArray.resample(), and Dataset.resample() among others (GH8612, PR8629). By Mathias Hauser.- Release 2024.1.0
* This release brings support for weights in correlation and covariance functions, a new DataArray.cumulative aggregation, improvements to xr.map_blocks, an update to our minimum dependencies, and various bugfixes. [#]# New Features
* xr.cov() and xr.corr() now support using weights (GH8527, PR7392). By Llorenç Lledó.
* Accept the compression arguments new in netCDF 1.6.0 in the netCDF4 backend. See netCDF4 documentation for details. Note that some new compression filters needs plugins to be installed which may not be available in all netCDF distributions. By Markel García-Díez. (GH6929, PR7551)
* Add DataArray.cumulative() & Dataset.cumulative() to compute cumulative aggregations, such as sum, along a dimension — for example da.cumulative(\'time\').sum(). This is similar to pandas’ .expanding, and mostly equivalent to .cumsum methods, or to DataArray.rolling() with a window length equal to the dimension size. By Maximilian Roos. (PR8512)
* Decode/Encode netCDF4 enums and store the enum definition in dataarrays’ dtype metadata. If multiple variables share the same enum in netCDF4, each dataarray will have its own enum definition in their respective dtype metadata. By Abel Aoun. (GH8144, PR8147) [#]# Deprecations
* The squeeze kwarg to GroupBy is now deprecated. (GH2157, PR8507) By Deepak Cherian. [#]# Bug fixes
* Support non-string hashable dimensions in xarray.DataArray (GH8546, PR8559). By Michael Niklas.
* Reverse index output of bottleneck’s rolling move_argmax/move_argmin functions (GH8541, PR8552). By Kai Mühlbauer.
* Vendor SerializableLock from dask and use as default lock for netcdf4 backends (GH8442, PR8571). By Kai Mühlbauer.
* Add tests and fixes for empty CFTimeIndex, including broken html repr (GH7298, PR8600). By Mathias Hauser.- Create subpackages for the python [extras], test dependencies with _multibuild
* Thu Jan 04 2024 Sebastian Wagner - Disable ROS3 tests, because hdf5 library was built without ROS3 support.
* Wed Dec 20 2023 Sebastian Wagner - remove obsolete patch file xarray-pr8139-pandas-fill_value.patch
* Wed Dec 13 2023 Sebastian Wagner - update to version 2023.12.0: - This release brings new `hypothesis `_ strategies for testing, significantly faster rolling aggregations as well as: ``ffill`` and ``bfill`` with ``numbagg``, a new :py:meth:`Dataset.eval` method, and improvements to - reading and writing Zarr arrays (including a new ``\"a-\"`` mode).: - Thanks to our 16 contributors: - Anderson Banihirwe, Ben Mares, Carl Andersson, Deepak Cherian, Doug Latornell, Gregorio L. Trevisan, Illviljan, Jens Hedegaard Nielsen, Justus Magin, Mathias Hauser, Max Jones, Maximilian Roos, Michael Niklas, Patrick Hoefler, Ryan Abernathey, Tom Nicholas: - New Features: - Added hypothesis strategies for generating :py:class:`xarray.Variable` objects containing arbitrary data, useful for parametrizing downstream tests. Accessible under :py:mod:`testing.strategies`, and documented in a new page on testing in the User Guide. (:issue:`6911`, :pull:`8404`) By `Tom Nicholas `_. - :py:meth:`rolling` uses `numbagg `_ for most of its computations by default. Numbagg is up to 5x faster than bottleneck where parallelization is possible. Where parallelization isn\'t possible — for example a 1D array — it\'s about the same speed as bottleneck, and 2-5x faster than pandas\' default functions. (:pull:`8493`). numbagg is an optional dependency, so requires installing separately. By `Maximilian Roos `_. - Use a concise format when plotting datetime arrays. (:pull:`8449`). By `Jimmy Westling `_. - Avoid overwriting unchanged existing coordinate variables when appending with :py:meth:`Dataset.to_zarr` by setting ``mode=\'a-\'``. By `Ryan Abernathey `_ and `Deepak Cherian `_. - :py:meth:`~xarray.DataArray.rank` now operates on dask-backed arrays, assuming the core dim has exactly one chunk. (:pull:`8475`). By `Maximilian Roos `_. - Add a :py:meth:`Dataset.eval` method, similar to the pandas\' method of the same name. (:pull:`7163`). This is currently marked as experimental and doesn\'t yet support the ``numexpr`` engine. - :py:meth:`Dataset.drop_vars` & :py:meth:`DataArray.drop_vars` allow passing a callable, similar to :py:meth:`Dataset.where` & :py:meth:`Dataset.sortby` & others. (:pull:`8511`). By `Maximilian Roos `_. - Breaking changes: - Explicitly warn when creating xarray objects with repeated dimension names. Such objects will also now raise when :py:meth:`DataArray.get_axis_num` is called, which means many functions will raise. This latter change is technically a breaking change, but whilst allowed, this behaviour was never actually supported! (:issue:`3731`, :pull:`8491`) By `Tom Nicholas `_. - Deprecations: - As part of an effort to standardize the API, we\'re renaming the ``dims`` keyword arg to ``dim`` for the minority of functions which current use ``dims``. This started with :py:func:`xarray.dot` & :py:meth:`DataArray.dot` and we\'ll gradually roll this out across all functions. The warnings are currently ``PendingDeprecationWarning``, which are silenced by default. We\'ll convert these to ``DeprecationWarning`` in a future release. By `Maximilian Roos `_. - Raise a ``FutureWarning`` warning that the type of :py:meth:`Dataset.dims` will be changed from a mapping of dimension names to lengths to a set of dimension names. This is to increase consistency with :py:meth:`DataArray.dims`. To access a mapping of dimension names to lengths please use :py:meth:`Dataset.sizes`. The same change also applies to `DatasetGroupBy.dims`. (:issue:`8496`, :pull:`8500`) By `Tom Nicholas `_. - :py:meth:`Dataset.drop` & :py:meth:`DataArray.drop` are now deprecated, since pending deprecation for several years. :py:meth:`DataArray.drop_sel` & :py:meth:`DataArray.drop_var` replace them for labels & variables respectively. (:pull:`8497`) By `Maximilian Roos `_. - Bug fixes: - Fix dtype inference for ``pd.CategoricalIndex`` when categories are backed by a ``pd.ExtensionDtype`` (:pull:`8481`) - Fix writing a variable that requires transposing when not writing to a region (:pull:`8484`) By `Maximilian Roos `_. - Static typing of ``p0`` and ``bounds`` arguments of :py:func:`xarray.DataArray.curvefit` and :py:func:`xarray.Dataset.curvefit` was changed to ``Mapping`` (:pull:`8502`). By `Michael Niklas `_. - Fix typing of :py:func:`xarray.DataArray.to_netcdf` and :py:func:`xarray.Dataset.to_netcdf` when ``compute`` is evaluated to bool instead of a Literal (:pull:`8268`). By `Jens Hedegaard Nielsen `_. - Documentation: - Added illustration of updating the time coordinate values of a resampled dataset using time offset arithmetic. This is the recommended technique to replace the use of the deprecated ``loffset`` parameter in ``resample`` (:pull:`8479`). By `Doug Latornell `_. - Improved error message when attempting to get a variable which doesn\'t exist from a Dataset. (:pull:`8474`) By `Maximilian Roos `_. - Fix default value of ``combine_attrs`` in :py:func:`xarray.combine_by_coords` (:pull:`8471`) By `Gregorio L. Trevisan `_. - Internal Changes: - :py:meth:`DataArray.bfill` & :py:meth:`DataArray.ffill` now use numbagg `_ by default, which is up to 5x faster where parallelization is possible. (:pull:`8339`) By `Maximilian Roos `_. - Update mypy version to 1.7 (:issue:`8448`, :pull:`8501`). By `Michael Niklas `_.- update to version 2023.11.0: `This is our 10th year anniversary release! `_ Thank you for your love and support. - This release brings the ability to use ``opt_einsum`` for :py:func:`xarray.dot` by default,: - support for auto-detecting ``region`` when writing partial datasets to Zarr, and the use of h5py: - drivers with ``h5netcdf``.: - Thanks to the 19 contributors to this release: - Aman Bagrecha, Anderson Banihirwe, Ben Mares, Deepak Cherian, Dimitri Papadopoulos Orfanos, Ezequiel Cimadevilla Alvarez,: - Illviljan, Justus Magin, Katelyn FitzGerald, Kai Muehlbauer, Martin Durant, Maximilian Roos, Metamess, Sam Levang, Spencer Clark, Tom Nicholas, mgunyho, templiert: - New Features: - Use `opt_einsum `_ for :py:func:`xarray.dot` by default if installed. By `Deepak Cherian `_. (:issue:`7764`, :pull:`8373`). - Add ``DataArray.dt.total_seconds()`` method to match the Pandas API. (:pull:`8435`). By `Ben Mares `_. - Allow passing ``region=\"auto\"`` in :py:meth:`Dataset.to_zarr` to automatically infer the region to write in the original store. Also implement automatic transpose when dimension order does not match the original store. (:issue:`7702`, :issue:`8421`, :pull:`8434`). By `Sam Levang `_. - Allow the usage of h5py drivers (eg: ros3) via h5netcdf (:pull:`8360`). By `Ezequiel Cimadevilla `_. - Enable VLEN string fill_values, preserve VLEN string dtypes (:issue:`1647`, :issue:`7652`, :issue:`7868`, :pull:`7869`). By `Kai Mühlbauer `_. - Breaking changes: - drop support for `cdms2 `_. Please use `xcdat `_ instead (:pull:`8441`). By `Justus Magin `_. - Following pandas, :py:meth:`infer_freq` will return ``\"Y\"``, ``\"YS\"``, ``\"QE\"``, ``\"ME\"``, ``\"h\"``, ``\"min\"``, ``\"s\"``, ``\"ms\"``, ``\"us\"``, or ``\"ns\"`` instead of ``\"A\"``, ``\"AS\"``, ``\"Q\"``, ``\"M\"``, ``\"H\"``, ``\"T\"``, ``\"S\"``, ``\"L\"``, ``\"U\"``, or ``\"N\"``. This is to be consistent with the deprecation of the latter frequency strings (:issue:`8394`, :pull:`8415`). By `Spencer Clark `_. - Bump minimum tested pint version to ``>=0.22``. By `Deepak Cherian `_. - Minimum supported versions for the following packages have changed: ``h5py >=3.7``, ``h5netcdf>=1.1``. By `Kai Mühlbauer `_. - Deprecations: - The PseudoNetCDF backend has been removed. By `Deepak Cherian `_. - Supplying dimension-ordered sequences to :py:meth:`DataArray.chunk` & :py:meth:`Dataset.chunk` is deprecated in favor of supplying a dictionary of dimensions, or a single ``int`` or ``\"auto\"`` argument covering all dimensions. Xarray favors using dimensions names rather than positions, and this was one place in the API where dimension positions were used. (:pull:`8341`) By `Maximilian Roos `_. - Following pandas, the frequency strings ``\"A\"``, ``\"AS\"``, ``\"Q\"``, ``\"M\"``, ``\"H\"``, ``\"T\"``, ``\"S\"``, ``\"L\"``, ``\"U\"``, and ``\"N\"`` are deprecated in favor of ``\"Y\"``, ``\"YS\"``, ``\"QE\"``, ``\"ME\"``, ``\"h\"``, ``\"min\"``, ``\"s\"``, ``\"ms\"``, ``\"us\"``, and ``\"ns\"``, respectively. These strings are used, for example, in :py:func:`date_range`, :py:func:`cftime_range`, :py:meth:`DataArray.resample`, and :py:meth:`Dataset.resample` among others (:issue:`8394`, :pull:`8415`). By `Spencer Clark `_. - Rename :py:meth:`Dataset.to_array` to :py:meth:`Dataset.to_dataarray` for consistency with :py:meth:`DataArray.to_dataset` & :py:func:`open_dataarray` functions. This is a \"soft\" deprecation — the existing methods work and don\'t raise any warnings, given the relatively small benefits of the change. By `Maximilian Roos `_. - Finally remove ``keep_attrs`` kwarg from :py:meth:`DataArray.resample` and :py:meth:`Dataset.resample`. These were deprecated a long time ago. By `Deepak Cherian `_. - Bug fixes: - Port `bug fix from pandas `_ to eliminate the adjustment of resample bin edges in the case that the resampling frequency has units of days and is greater than one day (e.g. ``\"2D\"``, ``\"3D\"`` etc.) and the ``closed`` argument is set to ``\"right\"`` to xarray\'s implementation of resample for data indexed by a :py:class:`CFTimeIndex` (:pull:`8393`). By `Spencer Clark `_. - Fix to once again support date offset strings as input to the loffset parameter of resample and test this functionality (:pull:`8422`, :issue:`8399`). By `Katelyn FitzGerald `_. - Fix a bug where :py:meth:`DataArray.to_dataset` silently drops a variable if a coordinate with the same name already exists (:pull:`8433`, :issue:`7823`). By `András Gunyhó `_. - Fix for :py:meth:`DataArray.to_zarr` & :py:meth:`Dataset.to_zarr` to close the created zarr store when passing a path with `.zip` extension (:pull:`8425`). By `Carl Andersson _`. - Documentation: - Small updates to documentation on distributed writes: See :ref:`io.zarr.appending` to Zarr. By `Deepak Cherian `_.- update to version 2023.10.1: - This release updates our minimum numpy version in ``pyproject.toml`` to 1.22,: - consistent with our documentation below.:- update to version 2023.10.0: - This release brings performance enhancements to reading Zarr datasets, the ability to use `numbagg `_ for reductions,: - an expansion in API for ``rolling_exp``, fixes two regressions with datetime decoding,: - and many other bugfixes and improvements. Groupby reductions will also use ``numbagg`` if ``flox>=0.8.1`` and ``numbagg`` are both installed.: - Thanks to our 13 contributors: - Anderson Banihirwe, Bart Schilperoort, Deepak Cherian, Illviljan, Kai Mühlbauer, Mathias Hauser, Maximilian Roos, Michael Niklas, Pieter Eendebak, Simon Høxbro Hansen, Spencer Clark, Tom White, olimcc: - New Features: - Support high-performance reductions with `numbagg `_. This is enabled by default if ``numbagg`` is installed. By `Deepak Cherian `_. (:pull:`8316`) - Add ``corr``, ``cov``, ``std`` & ``var`` to ``.rolling_exp``. By `Maximilian Roos `_. (:pull:`8307`) - :py:meth:`DataArray.where` & :py:meth:`Dataset.where` accept a callable for the ``other`` parameter, passing the object as the only argument. Previously, this was only valid for the ``cond`` parameter. (:issue:`8255`) By `Maximilian Roos `_. - ``.rolling_exp`` functions can now take a ``min_weight`` parameter, to only output values when there are sufficient recent non-nan values. ``numbagg>=0.3.1`` is required. (:pull:`8285`) By `Maximilian Roos `_. - :py:meth:`DataArray.sortby` & :py:meth:`Dataset.sortby` accept a callable for the ``variables`` parameter, passing the object as the only argument. By `Maximilian Roos `_. - ``.rolling_exp`` functions can now operate on dask-backed arrays, assuming the core dim has exactly one chunk. (:pull:`8284`). By `Maximilian Roos `_. - Breaking changes: - Made more arguments keyword-only (e.g. ``keep_attrs``, ``skipna``) for many :py:class:`xarray.DataArray` and :py:class:`xarray.Dataset` methods (:pull:`6403`). By `Mathias Hauser `_. - :py:meth:`Dataset.to_zarr` & :py:meth:`DataArray.to_zarr` require keyword arguments after the initial 7 positional arguments. By `Maximilian Roos `_. - Deprecations: - Rename :py:meth:`Dataset.reset_encoding` & :py:meth:`DataArray.reset_encoding` to :py:meth:`Dataset.drop_encoding` & :py:meth:`DataArray.drop_encoding` for consistency with other ``drop`` & ``reset`` methods — ``drop`` generally removes something, while ``reset`` generally resets to some default or standard value. (:pull:`8287`, :issue:`8259`) By `Maximilian Roos `_. - Bug fixes: - :py:meth:`DataArray.rename` & :py:meth:`Dataset.rename` would emit a warning when the operation was a no-op. (:issue:`8266`) By `Simon Hansen `_. - Fixed a regression introduced in the previous release checking time-like units when encoding/decoding masked data (:issue:`8269`, :pull:`8277`). By `Kai Mühlbauer `_. - Fix datetime encoding precision loss regression introduced in the previous release for datetimes encoded with units requiring floating point values, and a reference date not equal to the first value of the datetime array (:issue:`8271`, :pull:`8272`). By `Spencer Clark `_. - Fix excess metadata requests when using a Zarr store. Prior to this, metadata was re-read every time data was retrieved from the array, now metadata is retrieved only once when they array is initialized. (:issue:`8290`, :pull:`8297`). By `Oliver McCormack `_. - Fix to_zarr ending in a ReadOnlyError when consolidated metadata was used and the write_empty_chunks was provided. (:issue:`8323`, :pull:`8326`) By `Matthijs Amesz `_. - Documentation: - Added page on the interoperability of xarray objects. (:pull:`7992`) By `Tom Nicholas `_. - Added xarray-regrid to the list of xarray related projects (:pull:`8272`). By `Bart Schilperoort `_. - Internal Changes: - More improvements to support the Python `array API standard `_ by using duck array ops in more places in the codebase. (:pull:`8267`) By `Tom White `_.- update to version 2023.09.0: - This release continues work on the new :py:class:`xarray.Coordinates` object, allows to provide `preferred_chunks` when: - reading from netcdf files, enables :py:func:`xarray.apply_ufunc` to handle missing core dimensions and fixes several bugs.: - Thanks to the 24 contributors to this release: Alexander Fischer, Amrest Chinkamol, Benoit Bovy, Darsh Ranjan, Deepak Cherian,: - Gianfranco Costamagna, Gregorio L. Trevisan, Illviljan, Joe Hamman, JR, Justus Magin, Kai Mühlbauer, Kian-Meng Ang, Kyle Sunden,: - Martin Raspaud, Mathias Hauser, Mattia Almansi, Maximilian Roos, András Gunyhó, Michael Niklas, Richard Kleijn, Riulinchen,: - Tom Nicholas and Wiktor Kraśnicki.: - We welcome the following new contributors to Xarray!: Alexander Fischer, Amrest Chinkamol, Darsh Ranjan, Gianfranco Costamagna, Gregorio L. Trevisan,: - Kian-Meng Ang, Riulinchen and Wiktor Kraśnicki.: - New Features: - Added the :py:meth:`Coordinates.assign` method that can be used to combine different collections of coordinates prior to assign them to a Dataset or DataArray (:pull:`8102`) at once. By `Benoît Bovy `_. - Provide `preferred_chunks` for data read from netcdf files (:issue:`1440`, :pull:`7948`). By `Martin Raspaud `_. - Added `on_missing_core_dims` to :py:meth:`apply_ufunc` to allow for copying or dropping a :py:class:`Dataset`\'s variables with missing core dimensions (:pull:`8138`). By `Maximilian Roos `_. - Breaking changes: - The :py:class:`Coordinates` constructor now creates a (pandas) index by default for each dimension coordinate. To keep the previous behavior (no index created), pass an empty dictionary to ``indexes``. The constructor now also extracts and add the indexes from another :py:class:`Coordinates` object passed via ``coords`` (:pull:`8107`). By `Benoît Bovy `_. - Static typing of ``xlim`` and ``ylim`` arguments in plotting functions now must be ``tuple[float, float]`` to align with matplotlib requirements. (:issue:`7802`, :pull:`8030`). By `Michael Niklas `_. - Deprecations: - Deprecate passing a :py:class:`pandas.MultiIndex` object directly to the :py:class:`Dataset` and :py:class:`DataArray` constructors as well as to :py:meth:`Dataset.assign` and :py:meth:`Dataset.assign_coords`. A new Xarray :py:class:`Coordinates` object has to be created first using :py:meth:`Coordinates.from_pandas_multiindex` (:pull:`8094`). By `Benoît Bovy `_. - Bug fixes: - Improved static typing of reduction methods (:pull:`6746`). By `Richard Kleijn `_. - Fix bug where empty attrs would generate inconsistent tokens (:issue:`6970`, :pull:`8101`). By `Mattia Almansi `_. - Improved handling of multi-coordinate indexes when updating coordinates, including bug fixes (and improved warnings for deprecated features) for pandas multi-indexes (:pull:`8094`). By `Benoît Bovy `_. - Fixed a bug in :py:func:`merge` with ``compat=\'minimal\'`` where the coordinate names were not updated properly internally (:issue:`7405`, :issue:`7588`, :pull:`8104`). By `Benoît Bovy `_. - Fix bug where :py:class:`DataArray` instances on the right-hand side of :py:meth:`DataArray.__setitem__` lose dimension names (:issue:`7030`, :pull:`8067`). By `Darsh Ranjan `_. - Return ``float64`` in presence of ``NaT`` in :py:class:`~core.accessor_dt.DatetimeAccessor` and special case ``NaT`` handling in :py:meth:`~core.accessor_dt.DatetimeAccessor.isocalendar` (:issue:`7928`, :pull:`8084`). By `Kai Mühlbauer `_. - Fix :py:meth:`~core.rolling.DatasetRolling.construct` with stride on Datasets without indexes. (:issue:`7021`, :pull:`7578`). By `Amrest Chinkamol `_ and `Michael Niklas `_. - Calling plot with kwargs ``col``, ``row`` or ``hue`` no longer squeezes dimensions passed via these arguments (:issue:`7552`, :pull:`8174`). By `Wiktor Kraśnicki `_. - Fixed a bug where casting from ``float`` to ``int64`` (undefined for ``NaN``) led to varying issues (:issue:`7817`, :issue:`7942`, :issue:`7790`, :issue:`6191`, :issue:`7096`, :issue:`1064`, :pull:`7827`). By `Kai Mühlbauer `_. - Fixed a bug where inaccurate ``coordinates`` silently failed to decode variable (:issue:`1809`, :pull:`8195`). By `Kai Mühlbauer `_ - ``.rolling_exp`` functions no longer mistakenly lose non-dimensioned coords (:issue:`6528`, :pull:`8114`). By `Maximilian Roos `_. - In the event that user-provided datetime64/timedelta64 units and integer dtype encoding parameters conflict with each other, override the units to preserve an integer dtype for most faithful serialization to disk (:issue:`1064`, :pull:`8201`). By `Kai Mühlbauer `_. - Static typing of dunder ops methods (like :py:meth:`DataArray.__eq__`) has been fixed. Remaining issues are upstream problems (:issue:`7780`, :pull:`8204`). By `Michael Niklas `_. - Fix type annotation for ``center`` argument of plotting methods (like :py:meth:`xarray.plot.dataarray_plot.pcolormesh`) (:pull:`8261`). By `Pieter Eendebak `_. - Documentation: - Make documentation of :py:meth:`DataArray.where` clearer (:issue:`7767`, :pull:`7955`). By `Riulinchen `_. - Internal Changes: - Many error messages related to invalid dimensions or coordinates now always show the list of valid dims/coords (:pull:`8079`). By `András Gunyhó `_. - Refactor of encoding and decoding times/timedeltas to preserve nanosecond resolution in arrays that contain missing values (:pull:`7827`). By `Kai Mühlbauer `_. - Transition ``.rolling_exp`` functions to use `.apply_ufunc` internally rather than `.reduce`, as the start of a broader effort to move non-reducing functions away from ```.reduce``, (:pull:`8114`). By `Maximilian Roos `_. - Test range of fill_value\'s in test_interpolate_pd_compat (:issue:`8146`, :pull:`8189`). By `Kai Mühlbauer `_.
* Sun Sep 10 2023 Ben Greiner - Update to 2023.8.0
* This release brings changes to minimum dependencies, allows reading of datasets where a dimension name is associated with a multidimensional variable (e.g. finite volume ocean model output), and introduces a new xarray.Coordinates object. [#]# Announcements
* The xarray.Variable class is being refactored out to a new project title \'namedarray\'. See the design doc for more details. Reach out to us on this discussion topic if you have any thoughts. [#]# What\'s Changed
* Use variable name in all exceptions raised in as_variable by AATTZedThree in #7995
* Allow opening datasets with nD dimenson coordinate variables. by AATTdcherian in #7989
* join together duplicate entries in the text repr by AATTkeewis in [#7225]
* Expose \"Coordinates\" as part of Xarray\'s public API by AATTbenbovy in #7368
* Update interpolate_na in dataset.py by AATTilgast in #7974
* Add HDF5 Section to read/write docs page by AATTrwegener2 in #8012
* Add examples to docstrings by AATTharshitha1201 in #7937
* (chore) min versions bump by AATTjhamman in #8022
* Automatically chunk other in GroupBy binary ops. by AATTdcherian in #7684
* change cumproduct to cumprod by AATTquantsnus in #8031
* Reduce pre-commit update frequency to monthly from weekly. by AATTdcherian in #8033
* sort when encoding coordinates for deterministic outputs by AATTitcarroll in #8034
* Zarr : Allow setting write_empty_chunks by AATTRKuttruff in #8016
* Count documentation by AATTArticoking in #8057
* unpin numpy by AATTkeewis in #8061- Release 2023.7.0
* This release brings improvements to the documentation on wrapping numpy-like arrays, improved docstrings, and bug fixes. [#]# What\'s Changed
* Allow cubed arrays to be passed to flox groupby by AATTTomNicholas in #7941
* Duck array documentation improvements by AATTTomNicholas in #7911
* Docstring examples by AATTharshitha1201 in #7881
* Chunked array docs by AATTTomNicholas in #7951
* ensure no forward slashes in names for HDF5-based backends by AATTkmuehlbauer in #7953
* Move absolute path finder from open_mfdataset to own function by AATTIllviljan in #7968
* Skip broken tests on Python 3.11 and Windows by AATTIllviljan in [#7972]
* Examples added to docstrings by AATTharshitha1201 in #7936
* Fix typo in zarr.py by AATTjohmathe in #7983
* Improve explanation in example \"Working with Multidimensional Coordinates\" by AATTyvonnefroehlich in #7984
* Remove hue_style from plot1d docstring by AATTIllviljan in #7925- Release 2023.06.0
* This release adds features to curvefit, improves the performance of concatenation, and fixes various bugs. [#]# What\'s Changed
* Array API fixes for astype by AATTTomNicholas in #7847
* Add type hints to test_dtypes by AATTIllviljan in #7858
* adapt the pint + dask test to the newest version of pint by AATTkeewis in #7855
* Avoid explicit loop when updating OrderedSet by AATTIllviljan in [#7857]
* Improve to_dask_dataframe performance by AATTIllviljan in #7844
* Changed duck typing exception to: (ImportError, AttributeError) by AATTvhaasteren in #7874
* defer to numpy for the expected result by AATTkeewis in #7875
* deprecate the cdms2 conversion methods by AATTkeewis in #7876
* Implement multidimensional initial guess and bounds for curvefit by AATTmgunyho in #7821
* Improve concat performance by AATTIllviljan in #7824
* Fix .groupby(multi index level) by AATTdcherian in #7830
* don\'t use CacheFileManager.__del__ on interpreter shutdown by AATTkeewis in #7880
* fix polyfit changing the original object by AATTmalmans2 in #7900
* Fix flaky doctest for curvefit by AATTmgunyho in #7893
* Ensure dtype of reindex result matches dtype of the original DataArray by AATTandersy005 in #7917
* Add errors option to curvefit by AATTmgunyho in #7891
* CF encoding should preserve vlen dtype for empty arrays by AATTtomwhite in #7862
* use trusted publishers instead of a API token by AATTkeewis in [#7899]
* Add cfgrib,ipywidgets to doc env by AATTdcherian in #7888
* Fix regression with grouper object on an IndexVariable by AATTmwtoews in #7920
* Fix check for chunk_store in zarr backend by AATTjuntyr in #7923
* fixing rolling_window issue with cupy by AATTnegin513 in #7938- Add xarray-pr8139-pandas-fill_value.patch gh#pydata/xarray#8125, gh#pydata/xarray#8139
* Wed May 31 2023 Dirk Müller - update to 2023.05.0:
* This release adds some new methods and operators, updates our deprecation policy for python versions, fixes some bugs with groupby, and introduces experimental support for alternative chunked parallel array computation backends via a new plugin system!
* Docstrings examples for string methods
* Fix groupby_bins when labels are specified
* Fix binning by unsorted array
* This release includes support for pandas v2, allows refreshing of backend engines in a session, and removes deprecated backends for ``rasterio`` and ``cfgrib``.
* Thu Mar 09 2023 Sebastian Wagner - update to version 2023.02.0: - This release brings a major upgrade to :py:func:`xarray.concat`, many bug fixes,: - and a bump in supported dependency versions. Thanks to our 11 contributors: - Aron Gergely, Deepak Cherian, Illviljan, James Bourbeau, Joe Hamman,: - Justus Magin, Hauke Schulz, Kai Mühlbauer, Ken Mankoff, Spencer Clark, Tom Nicholas.: - Breaking changes: - Support for ``python 3.8`` has been dropped and the minimum versions of some dependencies were changed (:pull:`7461`): ===================== ========= ======== Package Old New ===================== ========= ======== python 3.8 3.9 numpy 1.20 1.21 pandas 1.3 1.4 dask 2021.11 2022.1 distributed 2021.11 2022.1 h5netcdf 0.11 0.13 lxml 4.6 4.7 numba 5.4 5.5 ===================== ========= ======== - Deprecations: - Following pandas, the `closed` parameters of :py:func:`cftime_range` and :py:func:`date_range` are deprecated in favor of the `inclusive` parameters, and will be removed in a future version of xarray (:issue:`6985`:, :pull:`7373`). - Bug fixes: - :py:func:`xarray.concat` can now concatenate variables present in some datasets but not others (:issue:`508`, :pull:`7400`). - Handle ``keep_attrs`` option in binary operators of :py:meth:`Dataset` (:issue:`7390`, :pull:`7391`). - Improve error message when using dask in :py:func:`apply_ufunc` with ``output_sizes`` not supplied. (:pull:`7509`) - :py:func:`xarray.Dataset.to_zarr` now drops variable encodings that have been added by xarray during reading a dataset. (:issue:`7129`, :pull:`7500`). - Documentation: - Mention the `flox package `_ in GroupBy documentation and docstrings.- update to version 2023.01.0: - This release includes a number of bug fixes. Thanks to the 14 contributors to this release: - Aron Gergely, Benoit Bovy, Deepak Cherian, Ian Carroll, Illviljan, Joe Hamman, Justus Magin, Mark Harfouche,: - Matthew Roeschke, Paige Martin, Pierre, Sam Levang, Tom White, stefank0.: - Breaking changes: - :py:meth:`CFTimeIndex.get_loc` has removed the ``method`` and ``tolerance`` keyword arguments. Use ``.get_indexer([key], method=..., tolerance=...)`` instead (:pull:`7361`). - Bug fixes: - Avoid in-memory broadcasting when converting to a dask dataframe using ``.to_dask_dataframe.`` (:issue:`6811`, :pull:`7472`). - Accessing the property ``.nbytes`` of a DataArray, or Variable no longer accidentally triggers loading the variable into memory. - Allow numpy-only objects in :py:func:`where` when ``keep_attrs=True`` (:issue:`7362`, :pull:`7364`). - add a ``keep_attrs`` parameter to :py:meth:`Dataset.pad`, :py:meth:`DataArray.pad`, and :py:meth:`Variable.pad` (:pull:`7267`). - Fixed performance regression in alignment between indexed and non-indexed objects of the same shape (:pull:`7382`). - Preserve original dtype on accessing MultiIndex levels (:issue:`7250`, :pull:`7393`). - Internal Changes: - Add the pre-commit hook `absolufy-imports` to convert relative xarray imports to absolute imports (:pull:`7204`, :pull:`7370`).
* Sat Jan 07 2023 Ben Greiner - Update to 2022.12.0
* This release includes a number of bug fixes and experimental support for Zarr V3. [#]# New Features
* Enable using offset and origin arguments in DataArray.resample() and Dataset.resample() (GH7266, PR7284).
* Add experimental support for Zarr’s in-progress V3 specification. (PR6475). [#]# Breaking changes
* The minimum versions of some dependencies were changed (PR7300): [#]# Deprecations
* The PyNIO backend has been deprecated (GH4491, PR7301). [#]# Bug fixes
* Fix handling of coordinate attributes in where(). (GH7220, PR7229)
* Import nc_time_axis when needed (GH7275, PR7276).
* Fix static typing of xr.polyval() (GH7312, PR7315).
* Fix multiple reads on fsspec S3 files by resetting file pointer to 0 when reading file streams (GH6813, PR7304).
* Fix Dataset.assign_coords() resetting all dimension coordinates to default (pandas) index (GH7346, PR7347).
* Tue Nov 22 2022 Ben Greiner - Update to 2022.11.0
* This release brings a number of bugfixes and documentation improvements. Both text and HTML reprs now have a new \"Indexes\" section, which we expect will help with development of new Index objects. This release also features more support for the Python Array API. [#]# New Features
* Add static typing to plot accessors (GH6949, PR7052). By Michael Niklas.
* Display the indexes in a new section of the text and HTML reprs (PR6795, PR7183, PR7185) By Justus Magin and Benoît Bovy.
* Added methods DataArrayGroupBy.cumprod() and DatasetGroupBy.cumprod(). (PR5816) By Patrick Naylor [#]# Breaking changes
* repr(ds) may not show the same result because it doesn’t load small, lazy data anymore. Use ds.head().load() when wanting to see just a sample of the data. (GH6722, PR7203). By Jimmy Westling.
* Many arguments of plotmethods have been made keyword-only.
* xarray.plot.plot module renamed to xarray.plot.dataarray_plot to prevent shadowing of the plot method. (GH6949, PR7052). By Michael Niklas. [#]# Deprecations
* Positional arguments for all plot methods have been deprecated (GH6949, PR7052). By Michael Niklas.
* xarray.plot.FacetGrid.axes has been renamed to xarray.plot.FacetGrid.axs because it’s not clear if axes refers to single or multiple Axes instances. This aligns with matplotlib.pyplot.subplots. (PR7194) By Jimmy Westling. [#]# Bug fixes
* Explicitly opening a file multiple times (e.g., after modifying it on disk) now reopens the file from scratch for h5netcdf and scipy netCDF backends, rather than reusing a cached version (GH4240, GH4862). By Stephan Hoyer.
* Fixed bug where Dataset.coarsen.construct() would demote non-dimension coordinates to variables. (PR7233) By Tom Nicholas.
* Raise a TypeError when trying to plot empty data (GH7156, PR7228). By Michael Niklas. [#]# Internal Changes
* Doctests fail on any warnings (PR7166) By Maximilian Roos.
* Improve import time by lazy loading dask.distributed (:pull: 7172).
* Explicitly specify longdouble=False in cftime.date2num() when encoding times to preserve existing behavior and prevent future errors when it is eventually set to True by default in cftime (PR7171). By Spencer Clark.
* Improved import time by lazily importing backend modules, matplotlib, dask.array and flox. (GH6726, PR7179) By Michael Niklas.
* Emit a warning under the development version of pandas when we convert non-nanosecond precision datetime or timedelta values to nanosecond precision. This was required in the past, because pandas previously was not compatible with non-nanosecond precision values. However pandas is currently working towards removing this restriction. When things stabilize in pandas we will likely consider relaxing this behavior in xarray as well (GH7175, PR7201). By Spencer Clark.- Drop scipy-interpolate.patch: not required
* Tue Oct 18 2022 Matej Cepl - Update to 2022.10.0: - This release brings numerous bugfixes, a change in minimum supported versions, and a new scatter plot method for DataArrays. - Also, temporarily import loop_in_thread fixture from distributed.- Update to 2022.9.0: - This release brings a large number of bugfixes and documentation improvements, as well as an external interface for setting custom indexes!
* Sun Aug 07 2022 Arun Persaud - specfile:
* updated requirements versions
* added new requirements: packaging and flox (recommends)
* require python >= 3.8
* update line numbers in patches
* changed README.rst->README.md- update to version 2022.6.0:
* This release brings a number of bug fixes and improvements, most notably a major internal refactor of the indexing functionality, the use of flox in groupby operations, and experimental support for the new Python Array API standard. It also stops testing support for the abandoned PyNIO.
* Much effort has been made to preserve backwards compatibility as part of the indexing refactor. We are aware of one unfixed issue.
* New Features + Add Dataset.dtypes, core.coordinates.DatasetCoordinates.dtypes, core.coordinates.DataArrayCoordinates.dtypes properties: Mapping from variable names to dtypes. (PR6706) By Michael Niklas. + Initial typing support for groupby(), rolling(), rolling_exp(), coarsen(), weighted(), resample(), (PR6702) By Michael Niklas. + Experimental support for wrapping any array type that conforms to the python array api standard. (PR6804) By Tom White.
* Bug fixes + save_mfdataset() now passes
*
*kwargs on to Dataset.to_netcdf(), allowing the encoding and unlimited_dims options with save_mfdataset(). (GH6684) By Travis A. O’Brien. + Fix backend support of pydap versions <3.3.0 (GH6648, PR6656). By Hauke Schulz. + Dataset.where() with drop=True now behaves correctly with mixed dimensions. (GH6227, PR6690) By Michael Niklas. + Accommodate newly raised OutOfBoundsTimedelta error in the development version of pandas when decoding times outside the range that can be represented with nanosecond-precision values (GH6716, PR6717). By Spencer Clark. + open_dataset() with dask and ~ in the path now resolves the home directory instead of raising an error. (GH6707, PR6710) By Michael Niklas. + DataArrayRolling.__iter__() with center=True now works correctly. (GH6739, PR6744) By Michael Niklas.
* Internal Changes + xarray.core.groupby, xarray.core.rolling, xarray.core.rolling_exp, xarray.core.weighted and xarray.core.resample modules are no longer imported by default. (PR6702)- changes from version 2022.06.0rc0:
* This pre-release brings a number of bug fixes and improvements, most notably a major internal refactor of the indexing functionality and the use of flox in groupby operations. It also stops testing support for the abandoned PyNIO.
* Known Regressions + reset_coords(drop=True) does not create indexes (GH6607)
* New Features + The zarr backend is now able to read NCZarr. By Mattia Almansi. + Add a weighted quantile method to DatasetWeighted and DataArrayWeighted (PR6059). By Christian Jauvin and David Huard. + Add a create_index=True parameter to Dataset.stack() and DataArray.stack() so that the creation of multi-indexes is optional (PR5692). By Benoît Bovy. + Multi-index levels are now accessible through their own, regular coordinates instead of virtual coordinates (PR5692). By Benoît Bovy. + Add a display_values_threshold option to control the total number of array elements which trigger summarization rather than full repr in (numpy) array detailed views of the html repr (PR6400). By Benoît Bovy. + Allow passing chunks in kwargs form to Dataset.chunk(), DataArray.chunk(), and Variable.chunk(). (PR6471) By Tom Nicholas. + Add core.groupby.DatasetGroupBy.cumsum() and core.groupby.DataArrayGroupBy.cumsum(). By Vladislav Skripniuk and Deepak Cherian. (PR3147, PR6525, GH3141) + Expose inline_array kwarg from dask.array.from_array in open_dataset(), Dataset.chunk(), DataArray.chunk(), and Variable.chunk(). (PR6471) + Expose the inline_array kwarg from dask.array.from_array() in open_dataset(), Dataset.chunk(), DataArray.chunk(), and Variable.chunk(). (PR6471) By Tom Nicholas. + polyval() now supports Dataset and DataArray args of any shape, is faster and requires less memory. (PR6548) By Michael Niklas. + Improved overall typing. + Dataset.to_dict() and DataArray.to_dict() may now optionally include encoding attributes. (PR6635) By Joe Hamman. + Upload development versions to TestPyPI. By Justus Magin.
* Breaking changes + PyNIO support is now untested. + The Dataset and DataArray rename\" methods do not implicitly add or drop indexes. (PR5692). By Benoît Bovy. + Many arguments like keep_attrs, axis, and skipna are now keyword only for all reduction operations like .mean. By Deepak Cherian, Jimmy Westling. + Xarray’s ufuncs have been removed, now that they can be replaced by numpy’s ufuncs in all supported versions of numpy. By Maximilian Roos. + xr.polyval() now uses the coord argument directly instead of its index coordinate. (PR6548) By Michael Niklas.
* Bug fixes + Dataset.to_zarr() now allows to write all attribute types supported by zarr-python. By Mattia Almansi. + Set skipna=None for all quantile methods (e.g. Dataset.quantile()) and ensure it skips missing values for float dtypes (consistent with other methods). This should not change the behavior (PR6303). By Mathias Hauser. + Many bugs fixed by the explicit indexes refactor, mainly related to multi-index (virtual) coordinates. See the corresponding pull-request on GitHub for more details. (PR5692). By Benoît Bovy. + Fixed “unhashable type” error trying to read NetCDF file with variable having its ‘units’ attribute not str (e.g. numpy.ndarray) (GH6368). By Oleh Khoma. + Omit warning about specified dask chunks separating chunks on disk when the underlying array is empty (e.g., because of an empty dimension) (GH6401). By Joseph K Aicher. + Fixed the poor html repr performance on large multi-indexes (PR6400). By Benoît Bovy. + Allow fancy indexing of duck dask arrays along multiple dimensions. (PR6414) By Justus Magin. + In the API for backends, support dimensions that express their preferred chunk sizes as a tuple of integers. (GH6333, PR6334) By Stan West. + Fix bug in where() when passing non-xarray objects with keep_attrs=True. (GH6444, PR6461) By Sam Levang. + Allow passing both other and drop=True arguments to DataArray.where() and Dataset.where() (PR6466, PR6467). By Michael Delgado. + Ensure dtype encoding attributes are not added or modified on variables that contain datetime-like values prior to being passed to xarray.conventions.decode_cf_variable() (GH6453, PR6489). By Spencer Clark. + Dark themes are now properly detected in Furo-themed Sphinx documents (GH6500, PR6501). By Kevin Paul. + Dataset.isel(), DataArray.isel() with drop=True works as intended with scalar DataArray indexers. (GH6554, PR6579) By Michael Niklas. + Fixed silent overflow issue when decoding times encoded with 32-bit and below unsigned integer data types (GH6589, PR6598). By Spencer Clark. + Fixed .chunks loading lazy data (GH6538). By Deepak Cherian.
* Documentation + Revise the documentation for developers on specifying a backend’s preferred chunk sizes. In particular, correct the syntax and replace lists with tuples in the examples. (GH6333, PR6334) By Stan West. + Mention that DataArray.rename() can rename coordinates. (GH5458, PR6665) By Michael Niklas. + Added examples to Dataset.thin() and DataArray.thin() By Emma Marshall.
* Performance + GroupBy binary operations are now vectorized. Previously this involved looping over all groups. (GH5804, PR6160) By Deepak Cherian. + Substantially improved GroupBy operations using flox. This is auto-enabled when flox is installed. Use xr.set_options(use_flox=False) to use the old algorithm. (GH4473, GH4498, GH659, GH2237, PR271). By Deepak Cherian, Anderson Banihirwe, Jimmy Westling.
* Internal Changes + Many internal changes due to the explicit indexes refactor. See the corresponding pull-request on GitHub for more details. (PR5692). By Benoît Bovy.
* Fri Mar 04 2022 Sebastian Wagner - - update to version 2022.03.0: - This release brings a number of small improvements, as well as a move to `calendar versioning `_ (:issue:`6176`).: - Many thanks to the 16 contributors to the v2022.02.0 release!: - Aaron Spring, Alan D. Snow, Anderson Banihirwe, crusaderky, Illviljan, Joe Hamman, Jonas Gliß,: - Lukas Pilz, Martin Bergemann, Mathias Hauser, Maximilian Roos, Romain Caneill, Stan West, Stijn Van Hoey,: - Tobias Kölling, and Tom Nicholas.: - New Features: - Enabled multiplying tick offsets by floats. Allows ``float`` ``n`` in :py:meth:`CFTimeIndex.shift` if ``shift_freq`` is between ``Day`` and ``Microsecond``. (:issue:`6134`, :pull:`6135`). By `Aaron Spring `_. - Enbable to provide more keyword arguments to `pydap` backend when reading OpenDAP datasets (:issue:`6274`). By `Jonas Gliß `. - Allow :py:meth:`DataArray.drop_duplicates` to drop duplicates along multiple dimensions at once, and add :py:meth:`Dataset.drop_duplicates`. (:pull:`6307`) By `Tom Nicholas `_. - Breaking changes: - Renamed the ``interpolation`` keyword of all ``quantile`` methods (e.g. :py:meth:`DataArray.quantile`) to ``method`` for consistency with numpy v1.22.0 (:pull:`6108`). By `Mathias Hauser `_. - Deprecations: - Bug fixes: - Variables which are chunked using dask in larger (but aligned) chunks than the target zarr chunk size can now be stored using `to_zarr()` (:pull:`6258`) By `Tobias Kölling `_. - Multi-file datasets containing encoded :py:class:`cftime.datetime` objects can be read in parallel again (:issue:`6226`, :pull:`6249`, :pull:`6305`). By `Martin Bergemann `_ and `Stan West `_. - Documentation: - Delete files of datasets saved to disk while building the documentation and enable building on Windows via `sphinx-build` (:pull:`6237`). By `Stan West `_. - Internal Changes:- update to version 0.21.1: - This is a bugfix release to resolve (:issue:`6216`, :pull:`6207`).: - Bug fixes: - Add `packaging` as a dependency to Xarray (:issue:`6216`, :pull:`6207`). By `Sebastian Weigand `_ and `Joe Hamman `_.
* Wed Feb 02 2022 Sebastian Wagner - - update to version 0.21.1: - This is a bugfix release to resolve (:issue:`6216`, :pull:`6207`).: - Bug fixes: - Add `packaging` as a dependency to Xarray (:issue:`6216`, :pull:`6207`). By `Sebastian Weigand `_ and `Joe Hamman `_.
* Sat Jan 29 2022 Sebastian Wagner - update to version 0.21.0: - Many thanks to the 20 contributors to the v0.21.0 release!: - Abel Aoun, Anderson Banihirwe, Ant Gib, Chris Roat, Cindy Chiao,: - Deepak Cherian, Dominik Stańczak, Fabian Hofmann, Illviljan, Jody Klymak, Joseph: - K Aicher, Mark Harfouche, Mathias Hauser, Matthew Roeschke, Maximilian Roos,: - Michael Delgado, Pascal Bourgault, Pierre, Ray Bell, Romain Caneill, Tim Heap,: - Tom Nicholas, Zeb Nicholls, joseph nowak, keewis.: - New Features: - New top-level function :py:func:`cross`. (:issue:`3279`, :pull:`5365`). By `Jimmy Westling `_. - ``keep_attrs`` support for :py:func:`where` (:issue:`4141`, :issue:`4682`, :pull:`4687`). By `Justus Magin `_. - Enable the limit option for dask array in the following methods :py:meth:`DataArray.ffill`, :py:meth:`DataArray.bfill`, :py:meth:`Dataset.ffill` and :py:meth:`Dataset.bfill` (:issue:`6112`) By `Joseph Nowak `_. - Breaking changes: - Rely on matplotlib\'s default datetime converters instead of pandas\' (:issue:`6102`, :pull:`6109`). By `Jimmy Westling `_. - Improve repr readability when there are a large number of dimensions in datasets or dataarrays by wrapping the text once the maximum display width has been exceeded. (:issue:`5546`, :pull:`5662`) By `Jimmy Westling `_. - Deprecations: - Removed the lock kwarg from the zarr and pydap backends, completing the deprecation cycle started in :issue:`5256`. By `Tom Nicholas `_. - Support for ``python 3.7`` has been dropped. (:pull:`5892`) By `Jimmy Westling `_. - Bug fixes: - Preserve chunks when creating a :py:class:`DataArray` from another :py:class:`DataArray` (:pull:`5984`). By `Fabian Hofmann `_. - Properly support :py:meth:`DataArray.ffill`, :py:meth:`DataArray.bfill`, :py:meth:`Dataset.ffill` and :py:meth:`Dataset.bfill` along chunked dimensions (:issue:`6112`). By `Joseph Nowak `_. - Subclasses of ``byte`` and ``str`` (e.g. ``np.str_`` and ``np.bytes_``) will now serialise to disk rather than raising a ``ValueError: unsupported dtype for netCDF4 variable: object`` as they did previously (:pull:`5264`). By `Zeb Nicholls `_. - Fix applying function with non-xarray arguments using :py:func:`xr.map_blocks`. By `Cindy Chiao `_. - No longer raise an error for an all-nan-but-one argument to :py:meth:`DataArray.interpolate_na` when using `method=\'nearest\'` (:issue:`5994`, :pull:`6144`). By `Michael Delgado `_. - `dt.season `_ can now handle NaN and NaT. (:pull:`5876`). By `Pierre Loicq `_. - Determination of zarr chunks handles empty lists for encoding chunks or variable chunks that occurs in certain cirumstances (:pull:`5526`). By `Chris Roat `_. - Internal Changes: - Replace ``distutils.version`` with ``packaging.version`` (:issue:`6092`). By `Mathias Hauser `_. - Removed internal checks for ``pd.Panel`` (:issue:`6145`). By `Matthew Roeschke `_. - Add ``pyupgrade`` pre-commit hook (:pull:`6152`). By `Maximilian Roos `_.
* Mon Jan 24 2022 Ben Greiner - Don\'t test with dask and distributed in python310: not supported yet
* Fri Dec 10 2021 Sebastian Wagner - update to version 0.20.2: - This is a bugfix release to resolve (:issue:`3391`, :issue:`5715`). It also: - includes performance improvements in unstacking to a ``sparse`` array and a: - number of documentation improvements.: - Many thanks to the 20 contributors: - Aaron Spring, Alexandre Poux, Deepak Cherian, Enrico Minack, Fabien Maussion,: - Giacomo Caria, Gijom, Guillaume Maze, Illviljan, Joe Hamman, Joseph Hardin, Kai: - Mühlbauer, Matt Henderson, Maximilian Roos, Michael Delgado, Robert Gieseke,: - Sebastian Weigand and Stephan Hoyer.: - Breaking changes: - Use complex nan when interpolating complex values out of bounds by default (instead of real nan) (:pull:`6019`). By `Alexandre Poux `_. - Performance: - Significantly faster unstacking to a ``sparse`` array. :pull:`5577` By `Deepak Cherian `_. - Bug fixes: - :py:func:`xr.map_blocks` and :py:func:`xr.corr` now work when dask is not installed (:issue:`3391`, :issue:`5715`, :pull:`5731`). By `Gijom `_. - Fix plot.line crash for data of shape ``(1, N)`` in _title_for_slice on format_item (:pull:`5948`). By `Sebastian Weigand `_. - Fix a regression in the removal of duplicate backend entrypoints (:issue:`5944`, :pull:`5959`) By `Kai Mühlbauer `_. - Documentation: - Better examples in docstrings for groupby and resampling reductions (:pull:`5871`). By `Deepak Cherian `_, `Maximilian Roos `_, `Jimmy Westling `_ . - Internal Changes: - Use ``importlib`` to replace functionality of ``pkg_resources`` in backend plugins tests. (:pull:`5959`). By `Kai Mühlbauer `_.
* Mon Nov 15 2021 Sebastian Wagner - update to version 0.20.1: - This is a bugfix release to fix :issue:`5930`.: - Bug fixes: - Fix a regression in the detection of the backend entrypoints (:issue:`5930`, :pull:`5931`) By `Justus Magin `_. - Documentation: - Significant improvements to :ref:`api`. By `Deepak Cherian `_.
* Tue Nov 02 2021 Sebastian Wagner - update to version 0.20.0: - This release brings improved support for pint arrays, methods for weighted standard deviation, variance,: - and sum of squares, the option to disable the use of the bottleneck library, significantly improved performance of: - unstack, as well as many bugfixes and internal changes.: - Many thanks to the 38 contributors to this release!: - Aaron Spring, Akio Taniguchi, Alan D. Snow, arfy slowy, Benoit Bovy, Christian Jauvin, crusaderky, Deepak Cherian,: - Giacomo Caria, Illviljan, James Bourbeau, Joe Hamman, Joseph K Aicher, Julien Herzen, Kai Mühlbauer,: - keewis, lusewell, Martin K. Scherer, Mathias Hauser, Max Grover, Maxime Liquet, Maximilian Roos, Mike Taves, pmav99,: - Pushkar Kopparla, Ray Bell, Rio McMahon, Scott Staniewicz, Spencer Clark, Stefan Bender, Taher Chegini, Thomas Nicholas,: - Tomas Chor, Tom Augspurger, Victor Negîrneac, Zachary Moon, and Zeb Nicholls.: - New Features: - Add ``std``, ``var``, ``sum_of_squares`` to :py:class:`~core.weighted.DatasetWeighted` and :py:class:`~core.weighted.DataArrayWeighted`. By `Christian Jauvin `_. - Added a :py:func:`get_options` method to xarray\'s root namespace (:issue:`5698`, :pull:`5716`) By `Pushkar Kopparla `_. - Xarray now does a better job rendering variable names that are long LaTeX sequences when plotting (:issue:`5681`, :pull:`5682`). By `Tomas Chor `_. - Add an option (``\"use_bottleneck\"``) to disable the use of ``bottleneck`` using :py:func:`set_options` (:pull:`5560`) By `Justus Magin `_. - Added ``
*
*kwargs`` argument to :py:meth:`open_rasterio` to access overviews (:issue:`3269`). By `Pushkar Kopparla `_. - Added ``storage_options`` argument to :py:meth:`to_zarr` (:issue:`5601`). By `Ray Bell `_, `Zachary Blackwood `_ and `Nathan Lis `_. - Histogram plots are set with a title displaying the scalar coords if any, similarly to the other plots (:issue:`5791`, :pull:`5792`). By `Maxime Liquet `_. - Slice plots display the coords units in the same way as x/y/colorbar labels (:pull:`5847`). By `Victor Negîrneac `_. - Added a new :py:attr:`Dataset.chunksizes`, :py:attr:`DataArray.chunksizes`, and :py:attr:`Variable.chunksizes` property, which will always return a mapping from dimension names to chunking pattern along that dimension, regardless of whether the object is a Dataset, DataArray, or Variable. (:issue:`5846`, :pull:`5900`) By `Tom Nicholas `_. - Breaking changes: - The minimum versions of some dependencies were changed: =============== ====== ==== Package Old New =============== ====== ==== cftime 1.1 1.2 dask 2.15 2.30 distributed 2.15 2.30 lxml 4.5 4.6 matplotlib-base 3.2 3.3 numba 0.49 0.51 numpy 1.17 1.18 pandas 1.0 1.1 pint 0.15 0.16 scipy 1.4 1.5 seaborn 0.10 0.11 sparse 0.8 0.11 toolz 0.10 0.11 zarr 2.4 2.5 =============== ====== ==== - The ``__repr__`` of a :py:class:`xarray.Dataset`\'s ``coords`` and ``data_vars`` ignore ``xarray.set_option(display_max_rows=...)`` and show the full output when called directly as, e.g., ``ds.data_vars`` or ``print(ds.data_vars)`` (:issue:`5545`, :pull:`5580`). By `Stefan Bender `_. - Deprecations: - Deprecate :py:func:`open_rasterio` (:issue:`4697`, :pull:`5808`). By `Alan Snow `_. - Set the default argument for `roll_coords` to `False` for :py:meth:`DataArray.roll` and :py:meth:`Dataset.roll`. (:pull:`5653`) By `Tom Nicholas `_. - :py:meth:`xarray.open_mfdataset` will now error instead of warn when a value for ``concat_dim`` is passed alongside ``combine=\'by_coords\'``. By `Tom Nicholas `_. - Bug fixes: - Fix ZeroDivisionError from saving dask array with empty dimension (:issue: `5741`). By `Joseph K Aicher `_. - Fixed performance bug where ``cftime`` import attempted within various core operations if ``cftime`` not installed (:pull:`5640`). By `Luke Sewell `_ - Fixed bug when combining named DataArrays using :py:func:`combine_by_coords`. (:pull:`5834`). By `Tom Nicholas `_. - When a custom engine was used in :py:func:`~xarray.open_dataset` the engine wasn\'t initialized properly, causing missing argument errors or inconsistent method signatures. (:pull:`5684`) By `Jimmy Westling `_. - Numbers are properly formatted in a plot\'s title (:issue:`5788`, :pull:`5789`). By `Maxime Liquet `_. - Faceted plots will no longer raise a `pint.UnitStrippedWarning` when a `pint.Quantity` array is plotted, and will correctly display the units of the data in the colorbar (if there is one) (:pull:`5886`). By `Tom Nicholas `_. - With backends, check for path-like objects rather than ``pathlib.Path`` type, use ``os.fspath`` (:pull:`5879`). By `Mike Taves `_. - ``open_mfdataset()`` now accepts a single ``pathlib.Path`` object (:issue: `5881`). By `Panos Mavrogiorgos `_. - Improved performance of :py:meth:`Dataset.unstack` (:pull:`5906`). By `Tom Augspurger `_. - Documentation: - Users are instructed to try ``use_cftime=True`` if a ``TypeError`` occurs when combining datasets and one of the types involved is a subclass of ``cftime.datetime`` (:pull:`5776`). By `Zeb Nicholls `_. - A clearer error is now raised if a user attempts to assign a Dataset to a single key of another Dataset. (:pull:`5839`) By `Tom Nicholas `_. - Internal Changes: - Explicit indexes refactor: avoid ``len(index)`` in ``map_blocks`` (:pull:`5670`). By `Deepak Cherian `_. - Explicit indexes refactor: decouple ``xarray.Index``` from ``xarray.Variable`` (:pull:`5636`). By `Benoit Bovy `_. - Fix ``Mapping`` argument typing to allow mypy to pass on ``str`` keys (:pull:`5690`). By `Maximilian Roos `_. - Annotate many of our tests, and fix some of the resulting typing errors. This will also mean our typing annotations are tested as part of CI. (:pull:`5728`). By `Maximilian Roos `_. - Improve the performance of reprs for large datasets or dataarrays. (:pull:`5661`) By `Jimmy Westling `_. - Use isort\'s `float_to_top` config. (:pull:`5695`). By `Maximilian Roos `_. - Remove use of the deprecated ``kind`` argument in :py:meth:`pandas.Index.get_slice_bound` inside :py:class:`xarray.CFTimeIndex` tests (:pull:`5723`). By `Spencer Clark `_. - Refactor `xarray.core.duck_array_ops` to no longer special-case dispatching to dask versions of functions when acting on dask arrays, instead relying numpy and dask\'s adherence to NEP-18 to dispatch automatically. (:pull:`5571`) By `Tom Nicholas `_. - Add an ASV benchmark CI and improve performance of the benchmarks (:pull:`5796`) By `Jimmy Westling `_. - Use ``importlib`` to replace functionality of ``pkg_resources`` such as version setting and loading of resources. (:pull:`5845`). By `Martin K. Scherer `_.
* Tue Sep 21 2021 Ben Greiner - Tests require dask[diagnostics] extra now (for Jinja2)
* Tue Jul 27 2021 Sebastian Wagner - remove xarray-pr5449-dask-meta.patch, merged upstream.- remove test_resample_loffset.patch, merged upstream.- update to version 0.19.0: - This release brings improvements to plotting of categorical data, the ability to specify how attributes: - are combined in xarray operations, a new high-level :py:func:`unify_chunks` function, as well as various: - deprecations, bug fixes, and minor improvements.: - Many thanks to the 29 contributors to this release!: - Andrew Williams, Augustus, Aureliana Barghini, Benoit Bovy, crusaderky, Deepak Cherian, ellesmith88,: - Elliott Sales de Andrade, Giacomo Caria, github-actions[bot], Illviljan, Joeperdefloep, joooeey, Julia Kent,: - Julius Busecke, keewis, Mathias Hauser, Matthias Göbel, Mattia Almansi, Maximilian Roos, Peter Andreas Entschev,: - Ray Bell, Sander, Santiago Soler, Sebastian, Spencer Clark, Stephan Hoyer, Thomas Hirtz, Thomas Nicholas.: - New Features: - Allow passing argument ``missing_dims`` to :py:meth:`Variable.transpose` and :py:meth:`Dataset.transpose` (:issue:`5550`, :pull:`5586`) By `Giacomo Caria `_. - Allow passing a dictionary as coords to a :py:class:`DataArray` (:issue:`5527`, reverts :pull:`1539`, which had deprecated this due to python\'s inconsistent ordering in earlier versions). By `Sander van Rijn `_. - Added :py:meth:`Dataset.coarsen.construct`, :py:meth:`DataArray.coarsen.construct` (:issue:`5454`, :pull:`5475`). By `Deepak Cherian `_. - Xarray now uses consolidated metadata by default when writing and reading Zarr stores (:issue:`5251`). By `Stephan Hoyer `_. - New top-level function :py:func:`unify_chunks`. By `Mattia Almansi `_. - Allow assigning values to a subset of a dataset using positional or label-based indexing (:issue:`3015`, :pull:`5362`). By `Matthias Göbel `_. - Attempting to reduce a weighted object over missing dimensions now raises an error (:pull:`5362`). By `Mattia Almansi `_. - Add ``.sum`` to :py:meth:`~xarray.DataArray.rolling_exp` and :py:meth:`~xarray.Dataset.rolling_exp` for exponentially weighted rolling sums. These require numbagg 0.2.1; (:pull:`5178`). By `Maximilian Roos `_. - :py:func:`xarray.cov` and :py:func:`xarray.corr` now lazily check for missing values if inputs are dask arrays (:issue:`4804`, :pull:`5284`). By `Andrew Williams `_. - Attempting to ``concat`` list of elements that are not all ``Dataset`` or all ``DataArray`` now raises an error (:issue:`5051`, :pull:`5425`). By `Thomas Hirtz `_. - allow passing a function to ``combine_attrs`` (:pull:`4896`). By `Justus Magin `_. - Allow plotting categorical data (:pull:`5464`). By `Jimmy Westling `_. - Allow removal of the coordinate attribute ``coordinates`` on variables by setting ``.attrs[\'coordinates\']= None`` (:issue:`5510`). By `Elle Smith `_. - Added :py:meth:`DataArray.to_numpy`, :py:meth:`DataArray.as_numpy`, and :py:meth:`Dataset.as_numpy`. (:pull:`5568`). By `Tom Nicholas `_. - Units in plot labels are now automatically inferred from wrapped :py:meth:`pint.Quantity` arrays. (:pull:`5561`). By `Tom Nicholas `_. - Breaking changes: - The default ``mode`` for :py:meth:`Dataset.to_zarr` when ``region`` is set has changed to the new ``mode=\"r+\"``, which only allows for overriding pre-existing array values. This is a safer default than the prior ``mode=\"a\"``, and allows for higher performance writes (:pull:`5252`). By `Stephan Hoyer `_. - The main parameter to :py:func:`combine_by_coords` is renamed to `data_objects` instead of `datasets` so anyone calling this method using a named parameter will need to update the name accordingly (:issue:`3248`, :pull:`4696`). By `Augustus Ijams `_. - Deprecations: - Removed the deprecated ``dim`` kwarg to :py:func:`DataArray.integrate` (:pull:`5630`) - Removed the deprecated ``keep_attrs`` kwarg to :py:func:`DataArray.rolling` (:pull:`5630`) - Removed the deprecated ``keep_attrs`` kwarg to :py:func:`DataArray.coarsen` (:pull:`5630`) - Completed deprecation of passing an ``xarray.DataArray`` to :py:func:`Variable` - will now raise a ``TypeError`` (:pull:`5630`) - Bug fixes: - Fix a minor incompatibility between partial datetime string indexing with a :py:class:`CFTimeIndex` and upcoming pandas version 1.3.0 (:issue:`5356`, :pull:`5359`). By `Spencer Clark `_. - Fix 1-level multi-index incorrectly converted to single index (:issue:`5384`, :pull:`5385`). By `Benoit Bovy `_. - Don\'t cast a duck array in a coordinate to :py:class:`numpy.ndarray` in :py:meth:`DataArray.differentiate` (:pull:`5408`) By `Justus Magin `_. - Fix the ``repr`` of :py:class:`Variable` objects with ``display_expand_data=True`` (:pull:`5406`) By `Justus Magin `_. - Plotting a pcolormesh with ``xscale=\"log\"`` and/or ``yscale=\"log\"`` works as expected after improving the way the interval breaks are generated (:issue:`5333`). By `Santiago Soler `_ - :py:func:`combine_by_coords` can now handle combining a list of unnamed ``DataArray`` as input (:issue:`3248`, :pull:`4696`). By `Augustus Ijams `_. - Internal Changes: - Run CI on the first & last python versions supported only; currently 3.7 & 3.9. (:pull:`5433`) By `Maximilian Roos `_. - Publish test results & timings on each PR. (:pull:`5537`) By `Maximilian Roos `_. - Explicit indexes refactor: add a ``xarray.Index.query()`` method in which one may eventually provide a custom implementation of label-based data selection (not ready yet for public use). Also refactor the internal, pandas-specific implementation into ``PandasIndex.query()`` and ``PandasMultiIndex.query()`` (:pull:`5322`). By `Benoit Bovy `_.
* Fri Jul 16 2021 Ben Greiner - Add xarray-pr5449-dask-meta.patch in order to support updated dask -- gh#pydata/xarray#5449
* Tue May 25 2021 Matej Cepl - Add local_dataset.patch allowing the use of the cached datasets (gh#pydata/xarray#5377).- Add scipy-interpolate.patch adding a missing import scipy.interpolate to test_interp.py (gh#pydata/xarray#5375).- Add test_resample_loffset.patch to fix test_resample_loffset test (gh#pydata/xarray#5364).
* Thu May 20 2021 Sebastian Wagner - update to version 0.18.2: - This release reverts a regression in xarray\'s unstacking of dask-backed arrays.:- remove fix_test_resample_loffset.patch, doesn\'t work
* Wed May 19 2021 Sebastian Wagner - add fix_test_resample_loffset.patch to fix test fail on i586 https://github.com/pydata/xarray/issues/5341
* Wed May 19 2021 Sebastian Wagner - update to version 0.18.1: - This release is intended as a small patch release to be compatible with the new: 2021.5.0 ``dask.distributed`` release. It also includes a new ``drop_duplicates`` method, some documentation improvements, the beginnings of - our internal Index refactoring, and some bug fixes.: - Thank you to all 16 contributors!: - Anderson Banihirwe, Andrew, Benoit Bovy, Brewster Malevich, Giacomo Caria,: - Illviljan, James Bourbeau, Keewis, Maximilian Roos, Ravin Kumar, Stephan Hoyer,: - Thomas Nicholas, Tom Nicholas, Zachary Moon.: - New Features: - Implement :py:meth:`DataArray.drop_duplicates` to remove duplicate dimension values (:pull:`5239`). By `Andrew Huang `_. - Allow passing ``combine_attrs`` strategy names to the ``keep_attrs`` parameter of :py:func:`apply_ufunc` (:pull:`5041`) By `Justus Magin `_. - :py:meth:`Dataset.interp` now allows interpolation with non-numerical datatypes, such as booleans, instead of dropping them. (:issue:`4761` :pull:`5008`). By `Jimmy Westling `_. - Raise more informative error when decoding time variables with invalid reference dates. (:issue:`5199`, :pull:`5288`). By `Giacomo Caria `_. - Bug fixes: - Opening netCDF files from a path that doesn\'t end in ``.nc`` without supplying an explicit ``engine`` works again (:issue:`5295`), fixing a bug introduced in 0.18.0. By `Stephan Hoyer `_ - Documentation: - Clean up and enhance docstrings for the :py:class:`DataArray.plot` and ``Dataset.plot.
*`` families of methods (:pull:`5285`). By `Zach Moon `_. - Explanation of deprecation cycles and how to implement them added to contributors guide. (:pull:`5289`) By `Tom Nicholas `_. - Internal Changes: - Explicit indexes refactor: add an ``xarray.Index`` base class and ``Dataset.xindexes`` / ``DataArray.xindexes`` properties. Also rename ``PandasIndexAdapter`` to ``PandasIndex``, which now inherits from ``xarray.Index`` (:pull:`5102`). By `Benoit Bovy `_. - Updated the release guide for developers. Now accounts for actions that are automated via github actions. (:pull:`5274`). By `Tom Nicholas `_.
* Sun May 09 2021 Sebastian Wagner - update to version 0.18.0: - This release brings a few important performance improvements, a wide range of: - usability upgrades, lots of bug fixes, and some new features. These include: - a plugin API to add backend engines, a new theme for the documentation,: - curve fitting methods, and several new plotting functions.: - Many thanks to the 38 contributors to this release: Aaron Spring, Alessandro Amici,: - Alex Marandon, Alistair Miles, Ana Paula Krelling, Anderson Banihirwe, Aureliana Barghini,: - Baudouin Raoult, Benoit Bovy, Blair Bonnett, David Trémouilles, Deepak Cherian,: - Gabriel Medeiros Abrahão, Giacomo Caria, Hauke Schulz, Illviljan, Mathias Hauser, Matthias Bussonnier,: - Mattia Almansi, Maximilian Roos, Ray Bell, Richard Kleijn, Ryan Abernathey, Sam Levang, Spencer Clark,: - Spencer Jones, Tammas Loughran, Tobias Kölling, Todd, Tom Nicholas, Tom White, Victor Negîrneac,: - Xianxiang Li, Zeb Nicholls, crusaderky, dschwoerer, johnomotani, keewis: - New Features: - apply ``combine_attrs`` on data variables and coordinate variables when concatenating and merging datasets and dataarrays (:pull:`4902`). By `Justus Magin `_. - Add :py:meth:`Dataset.to_pandas` (:pull:`5247`) By `Giacomo Caria `_. - Add :py:meth:`DataArray.plot.surface` which wraps matplotlib\'s `plot_surface` to make surface plots (:issue:`2235` :issue:`5084` :pull:`5101`). By `John Omotani `_. - Allow passing multiple arrays to :py:meth:`Dataset.__setitem__` (:pull:`5216`). By `Giacomo Caria `_. - Add \'cumulative\' option to :py:meth:`Dataset.integrate` and :py:meth:`DataArray.integrate` so that result is a cumulative integral, like :py:func:`scipy.integrate.cumulative_trapezoidal` (:pull:`5153`). By `John Omotani `_. - Add ``safe_chunks`` option to :py:meth:`Dataset.to_zarr` which allows overriding checks made to ensure Dask and Zarr chunk compatibility (:issue:`5056`). By `Ryan Abernathey `_ - Add :py:meth:`Dataset.query` and :py:meth:`DataArray.query` which enable indexing of datasets and data arrays by evaluating query expressions against the values of the data variables (:pull:`4984`). By `Alistair Miles `_. - Allow passing ``combine_attrs`` to :py:meth:`Dataset.merge` (:pull:`4895`). By `Justus Magin `_. - Support for `dask.graph_manipulation `_ (requires dask >=2021.3) By `Guido Imperiale `_ - Add :py:meth:`Dataset.plot.streamplot` for streamplot plots with :py:class:`Dataset` variables (:pull:`5003`). By `John Omotani `_. - Many of the arguments for the :py:attr:`DataArray.str` methods now support providing an array-like input. In this case, the array provided to the arguments is broadcast against the original array and applied elementwise. - :py:attr:`DataArray.str` now supports ``+``, ``
*``, and ``%`` operators. These behave the same as they do for :py:class:`str`, except that they follow array broadcasting rules. - A large number of new :py:attr:`DataArray.str` methods were implemented, :py:meth:`DataArray.str.casefold`, :py:meth:`DataArray.str.cat`, :py:meth:`DataArray.str.extract`, :py:meth:`DataArray.str.extractall`, :py:meth:`DataArray.str.findall`, :py:meth:`DataArray.str.format`, :py:meth:`DataArray.str.get_dummies`, :py:meth:`DataArray.str.islower`, :py:meth:`DataArray.str.join`, :py:meth:`DataArray.str.normalize`, :py:meth:`DataArray.str.partition`, :py:meth:`DataArray.str.rpartition`, :py:meth:`DataArray.str.rsplit`, and :py:meth:`DataArray.str.split`. A number of these methods allow for splitting or joining the strings in an array. (:issue:`4622`) By `Todd Jennings `_ - Thanks to the new pluggable backend infrastructure external packages may now use the ``xarray.backends`` entry point to register additional engines to be used in :py:func:`open_dataset`, see the documentation in :ref:`add_a_backend` (:issue:`4309`, :issue:`4803`, :pull:`4989`, :pull:`4810` and many others). The backend refactor has been sponsored with the \"Essential Open Source Software for Science\" grant from the `Chan Zuckerberg Initiative `_ and developed by `B-Open `_. By `Aureliana Barghini `_ and `Alessandro Amici `_. - :py:attr:`~core.accessor_dt.DatetimeAccessor.date` added (:issue:`4983`, :pull:`4994`). By `Hauke Schulz `_. - Implement ``__getitem__`` for both :py:class:`~core.groupby.DatasetGroupBy` and :py:class:`~core.groupby.DataArrayGroupBy`, inspired by pandas\' :py:meth:`~pandas.core.groupby.GroupBy.get_group`. By `Deepak Cherian `_. - Switch the tutorial functions to use `pooch `_ (which is now a optional dependency) and add :py:func:`tutorial.open_rasterio` as a way to open example rasterio files (:issue:`3986`, :pull:`4102`, :pull:`5074`). By `Justus Magin `_. - Add typing information to unary and binary arithmetic operators operating on :py:class:`Dataset`, :py:class:`DataArray`, :py:class:`Variable`, :py:class:`~core.groupby.DatasetGroupBy` or :py:class:`~core.groupby.DataArrayGroupBy` (:pull:`4904`). By `Richard Kleijn `_. - Add a ``combine_attrs`` parameter to :py:func:`open_mfdataset` (:pull:`4971`). By `Justus Magin `_. - Enable passing arrays with a subset of dimensions to :py:meth:`DataArray.clip` & :py:meth:`Dataset.clip`; these methods now use :py:func:`xarray.apply_ufunc`; (:pull:`5184`). By `Maximilian Roos `_. - Disable the `cfgrib` backend if the `eccodes` library is not installed (:pull:`5083`). By `Baudouin Raoult `_. - Added :py:meth:`DataArray.curvefit` and :py:meth:`Dataset.curvefit` for general curve fitting applications. (:issue:`4300`, :pull:`4849`) By `Sam Levang `_. - Add options to control expand/collapse of sections in display of Dataset and DataArray. The function :py:func:`set_options` now takes keyword aguments ``display_expand_attrs``, ``display_expand_coords``, ``display_expand_data``, ``display_expand_data_vars``, all of which can be one of ``True`` to always expand, ``False`` to always collapse, or ``default`` to expand unless over a pre-defined limit (:pull:`5126`). By `Tom White `_. - Significant speedups in :py:meth:`Dataset.interp` and :py:meth:`DataArray.interp`. (:issue:`4739`, :pull:`4740`). By `Deepak Cherian `_. - Prevent passing `concat_dim` to :py:func:`xarray.open_mfdataset` when `combine=\'by_coords\'` is specified, which should never have been possible (as :py:func:`xarray.combine_by_coords` has no `concat_dim` argument to pass to). Also removes unneeded internal reordering of datasets in :py:func:`xarray.open_mfdataset` when `combine=\'by_coords\'` is specified. Fixes (:issue:`5230`). By `Tom Nicholas `_. - Implement ``__setitem__`` for ``xarray.core.indexing.DaskIndexingAdapter`` if dask version supports item assignment. (:issue:`5171`, :pull:`5174`) By `Tammas Loughran `_. - Breaking changes: - The minimum versions of some dependencies were changed: ============ ====== ==== Package Old New ============ ====== ==== boto3 1.12 1.13 cftime 1.0 1.1 dask 2.11 2.15 distributed 2.11 2.15 matplotlib 3.1 3.2 numba 0.48 0.49 ============ ====== ==== - :py:func:`open_dataset` and :py:func:`open_dataarray` now accept only the first argument as positional, all others need to be passed are keyword arguments. This is part of the refactor to support external backends (:issue:`4309`, :pull:`4989`). By `Alessandro Amici `_. - Functions that are identities for 0d data return the unchanged data if axis is empty. This ensures that Datasets where some variables do not have the averaged dimensions are not accidentially changed (:issue:`4885`, :pull:`5207`). By `David Schwörer `_. - :py:attr:`DataArray.coarsen` and :py:attr:`Dataset.coarsen` no longer support passing ``keep_attrs`` via its constructor. Pass ``keep_attrs`` via the applied function, i.e. use ``ds.coarsen(...).mean(keep_attrs=False)`` instead of ``ds.coarsen(..., keep_attrs=False).mean()``. Further, coarsen now keeps attributes per default (:pull:`5227`). By `Mathias Hauser `_. - switch the default of the :py:func:`merge` ``combine_attrs`` parameter to ``\"override\"``. This will keep the current behavior for merging the ``attrs`` of variables but stop dropping the ``attrs`` of the main objects (:pull:`4902`). By `Justus Magin `_. - Deprecations: - Warn when passing `concat_dim` to :py:func:`xarray.open_mfdataset` when `combine=\'by_coords\'` is specified, which should never have been possible (as :py:func:`xarray.combine_by_coords` has no `concat_dim` argument to pass to). Also removes unneeded internal reordering of datasets in :py:func:`xarray.open_mfdataset` when `combine=\'by_coords\'` is specified. Fixes (:issue:`5230`), via (:pull:`5231`, :pull:`5255`). By `Tom Nicholas `_. - The `lock` keyword argument to :py:func:`open_dataset` and :py:func:`open_dataarray` is now a backend specific option. It will give a warning if passed to a backend that doesn\'t support it instead of being silently ignored. From the next version it will raise an error. This is part of the refactor to support external backends (:issue:`5073`). By `Tom Nicholas `_ and `Alessandro Amici `_. - Bug fixes: - Properly support :py:meth:`DataArray.ffill`, :py:meth:`DataArray.bfill`, :py:meth:`Dataset.ffill`, :py:meth:`Dataset.bfill` along chunked dimensions. (:issue:`2699`). By `Deepak Cherian `_. - Fix 2d plot failure for certain combinations of dimensions when `x` is 1d and `y` is 2d (:issue:`5097`, :pull:`5099`). By `John Omotani `_. - Ensure standard calendar times encoded with large values (i.e. greater than approximately 292 years), can be decoded correctly without silently overflowing (:pull:`5050`). This was a regression in xarray 0.17.0. By `Zeb Nicholls `_. - Added support for `numpy.bool_` attributes in roundtrips using `h5netcdf` engine with `invalid_netcdf=True` [which casts `bool`s to `numpy.bool_`] (:issue:`4981`, :pull:`4986`). By `Victor Negîrneac `_. - Don\'t allow passing ``axis`` to :py:meth:`Dataset.reduce` methods (:issue:`3510`, :pull:`4940`). By `Justus Magin `_. - Decode values as signed if attribute `_Unsigned = \"false\"` (:issue:`4954`) By `Tobias Kölling `_. - Keep coords attributes when interpolating when the indexer is not a Variable. (:issue:`4239`, :issue:`4839` :pull:`5031`) By `Jimmy Westling `_. - Ensure standard calendar dates encoded with a calendar attribute with some or all uppercase letters can be decoded or encoded to or from ``np.datetime64[ns]`` dates with or without ``cftime`` installed (:issue:`5093`, :pull:`5180`). By `Spencer Clark `_. - Warn on passing ``keep_attrs`` to ``resample`` and ``rolling_exp`` as they are ignored, pass ``keep_attrs`` to the applied function instead (:pull:`5265`). By `Mathias Hauser `_. (:issue:`5093`, :pull:`5180`). By `Spencer Clark `_. - Documentation: - New section on :ref:`add_a_backend` in the \"Internals\" chapter aimed to backend developers (:issue:`4803`, :pull:`4810`). By `Aureliana Barghini `_. - Add :py:meth:`Dataset.polyfit` and :py:meth:`DataArray.polyfit` under \"See also\" in the docstrings of :py:meth:`Dataset.polyfit` and :py:meth:`DataArray.polyfit` (:issue:`5016`, :pull:`5020`). By `Aaron Spring `_. - New sphinx theme & rearrangement of the docs (:pull:`4835`). By `Anderson Banihirwe `_. - Internal Changes: - Enable displaying mypy error codes and ignore only specific error codes using ``# type: ignore[error-code]`` (:pull:`5096`). By `Mathias Hauser `_. - Replace uses of ``raises_regex`` with the more standard ``pytest.raises(Exception, match=\"foo\")``; (:pull:`5188`), (:pull:`5191`). By `Maximilian Roos `_.
* Sat Feb 27 2021 Sebastian Wagner - update to version 0.17.0: - This release brings a few important performance improvements, a wide range of: - usability upgrades, lots of bug fixes, and some new features. These include: - better ``cftime`` support, a new quiver plot, better ``unstack`` performance,: - more efficient memory use in rolling operations, and some python packaging: - improvements. We also have a few documentation improvements (and more planned!).: - Many thanks to the 36 contributors to this release: Alessandro Amici, Anderson: - Banihirwe, Aureliana Barghini, Ayrton Bourn, Benjamin Bean, Blair Bonnett, Chun: - Ho Chow, DWesl, Daniel Mesejo-León, Deepak Cherian, Eric Keenan, Illviljan, Jens: - Hedegaard Nielsen, Jody Klymak, Julien Seguinot, Julius Busecke, Kai Mühlbauer,: - Leif Denby, Martin Durant, Mathias Hauser, Maximilian Roos, Michael Mann, Ray: - Bell, RichardScottOZ, Spencer Clark, Tim Gates, Tom Nicholas, Yunus Sevinchan,: - alexamici, aurghs, crusaderky, dcherian, ghislainp, keewis, rhkleijn: - Breaking changes: - xarray no longer supports python 3.6 The minimum version policy was changed to also apply to projects with irregular releases. As a result, the minimum versions of some dependencies have changed: ============ ====== ==== Package Old New ============ ====== ==== Python 3.6 3.7 setuptools 38.4 40.4 numpy 1.15 1.17 pandas 0.25 1.0 dask 2.9 2.11 distributed 2.9 2.11 bottleneck 1.2 1.3 h5netcdf 0.7 0.8 iris 2.2 2.4 netcdf4 1.4 1.5 pseudonetcdf 3.0 3.1 rasterio 1.0 1.1 scipy 1.3 1.4 seaborn 0.9 0.10 zarr 2.3 2.4 ============ ====== ==== (:issue:`4688`, :pull:`4720`, :pull:`4907`, :pull:`4942`) - As a result of :pull:`4684` the default units encoding for datetime-like values (``np.datetime64[ns]`` or ``cftime.datetime``) will now always be set such that ``int64`` values can be used. In the past, no units finer than \"seconds\" were chosen, which would sometimes mean that ``float64`` values were required, which would lead to inaccurate I/O round-trips. - Variables referred to in attributes like ``bounds`` and ``grid_mapping`` can be set as coordinate variables. These attributes are moved to :py:attr:`DataArray.encoding` from :py:attr:`DataArray.attrs`. This behaviour is controlled by the ``decode_coords`` kwarg to :py:func:`open_dataset` and :py:func:`open_mfdataset`. The full list of decoded attributes is in :ref:`weather-climate` (:pull:`2844`, :issue:`3689`) - As a result of :pull:`4911` the output from calling :py:meth:`DataArray.sum` or :py:meth:`DataArray.prod` on an integer array with ``skipna=True`` and a non-None value for ``min_count`` will now be a float array rather than an integer array. - Deprecations: - ``dim`` argument to :py:meth:`DataArray.integrate` is being deprecated in favour of a ``coord`` argument, for consistency with :py:meth:`Dataset.integrate`. For now using ``dim`` issues a ``FutureWarning``. It will be removed in version 0.19.0 (:pull:`3993`). By `Tom Nicholas `_. - Deprecated ``autoclose`` kwargs from :py:func:`open_dataset` are removed (:pull:`4725`). By `Aureliana Barghini `_. - the return value of :py:meth:`Dataset.update` is being deprecated to make it work more like :py:meth:`dict.update`. It will be removed in version 0.19.0 (:pull:`4932`). By `Justus Magin `_. - New Features: - :py:meth:`~xarray.cftime_range` and :py:meth:`DataArray.resample` now support millisecond (``\"L\"`` or ``\"ms\"``) and microsecond (``\"U\"`` or ``\"us\"``) frequencies for ``cftime.datetime`` coordinates (:issue:`4097`, :pull:`4758`). By `Spencer Clark `_. - Significantly higher ``unstack`` performance on numpy-backed arrays which contain missing values; 8x faster than previous versions in our benchmark, and now 2x faster than pandas (:pull:`4746`). By `Maximilian Roos `_. - Add :py:meth:`Dataset.plot.quiver` for quiver plots with :py:class:`Dataset` variables. By `Deepak Cherian `_. - Add ``\"drop_conflicts\"`` to the strategies supported by the ``combine_attrs`` kwarg (:issue:`4749`, :pull:`4827`). By `Justus Magin `_. - Allow installing from git archives (:pull:`4897`). By `Justus Magin `_. - :py:class:`DataArrayCoarsen` and :py:class:`DatasetCoarsen` now implement a ``reduce`` method, enabling coarsening operations with custom reduction functions (:issue:`3741`, :pull:`4939`). By `Spencer Clark `_. - Most rolling operations use significantly less memory. (:issue:`4325`). By `Deepak Cherian `_. - Add :py:meth:`Dataset.drop_isel` and :py:meth:`DataArray.drop_isel` (:issue:`4658`, :pull:`4819`). By `Daniel Mesejo `_. - Xarray now leverages updates as of cftime version 1.4.1, which enable exact I/O roundtripping of ``cftime.datetime`` objects (:pull:`4758`). By `Spencer Clark `_. - :py:func:`open_dataset` and :py:func:`open_mfdataset` now accept ``fsspec`` URLs (including globs for the latter) for ``engine=\"zarr\"``, and so allow reading from many remote and other file systems (:pull:`4461`) By `Martin Durant `_ - :py:meth:`DataArray.swap_dims` & :py:meth:`Dataset.swap_dims` now accept dims in the form of kwargs as well as a dict, like most similar methods. By `Maximilian Roos `_. - Bug fixes: - Use specific type checks in :py:func:`~xarray.core.variable.as_compatible_data` instead of blanket access to ``values`` attribute (:issue:`2097`) By `Yunus Sevinchan `_. - :py:meth:`DataArray.resample` and :py:meth:`Dataset.resample` do not trigger computations anymore if :py:meth:`Dataset.weighted` or :py:meth:`DataArray.weighted` are applied (:issue:`4625`, :pull:`4668`). By `Julius Busecke `_. - :py:func:`merge` with ``combine_attrs=\'override\'`` makes a copy of the attrs (:issue:`4627`). - By default, when possible, xarray will now always use values of type ``int64`` when encoding and decoding ``numpy.datetime64[ns]`` datetimes. This ensures that maximum precision and accuracy are maintained in the round-tripping process (:issue:`4045`, :pull:`4684`). It also enables encoding and decoding standard calendar dates with time units of nanoseconds (:pull:`4400`). By `Spencer Clark `_ and `Mark Harfouche `_. - :py:meth:`DataArray.astype`, :py:meth:`Dataset.astype` and :py:meth:`Variable.astype` support the ``order`` and ``subok`` parameters again. This fixes a regression introduced in version 0.16.1 (:issue:`4644`, :pull:`4683`). By `Richard Kleijn `_ . - Remove dictionary unpacking when using ``.loc`` to avoid collision with ``.sel`` parameters (:pull:`4695`). By `Anderson Banihirwe `_. - Fix the legend created by :py:meth:`Dataset.plot.scatter` (:issue:`4641`, :pull:`4723`). By `Justus Magin `_. - Fix a crash in orthogonal indexing on geographic coordinates with ``engine=\'cfgrib\'`` (:issue:`4733` :pull:`4737`). By `Alessandro Amici `_. - Coordinates with dtype ``str`` or ``bytes`` now retain their dtype on many operations, e.g. ``reindex``, ``align``, ``concat``, ``assign``, previously they were cast to an object dtype (:issue:`2658` and :issue:`4543`). By `Mathias Hauser `_. - Limit number of data rows when printing large datasets. (:issue:`4736`, :pull:`4750`). By `Jimmy Westling `_. - Add ``missing_dims`` parameter to transpose (:issue:`4647`, :pull:`4767`). By `Daniel Mesejo `_. - Resolve intervals before appending other metadata to labels when plotting (:issue:`4322`, :pull:`4794`). By `Justus Magin `_. - Fix regression when decoding a variable with a ``scale_factor`` and ``add_offset`` given as a list of length one (:issue:`4631`) by `Mathias Hauser `_. - Expand user directory paths (e.g. ``~/``) in :py:func:`open_mfdataset` and :py:meth:`Dataset.to_zarr` (:issue:`4783`, :pull:`4795`). By `Julien Seguinot `_. - Raise DeprecationWarning when trying to typecast a tuple containing a :py:class:`DataArray`. User now prompted to first call `.data` on it (:issue:`4483`). By `Chun Ho Chow `_. - Ensure that :py:meth:`Dataset.interp` raises ``ValueError`` when interpolating outside coordinate range and ``bounds_error=True`` (:issue:`4854`, :pull:`4855`). By `Leif Denby `_. - Fix time encoding bug associated with using cftime versions greater than 1.4.0 with xarray (:issue:`4870`, :pull:`4871`). By `Spencer Clark `_. - Stop :py:meth:`DataArray.sum` and :py:meth:`DataArray.prod` computing lazy arrays when called with a ``min_count`` parameter (:issue:`4898`, :pull:`4911`). By `Blair Bonnett `_. - Fix bug preventing the ``min_count`` parameter to :py:meth:`DataArray.sum` and :py:meth:`DataArray.prod` working correctly when calculating over all axes of a float64 array (:issue:`4898`, :pull:`4911`). By `Blair Bonnett `_. - Fix decoding of vlen strings using h5py versions greater than 3.0.0 with h5netcdf backend (:issue:`4570`, :pull:`4893`). By `Kai Mühlbauer `_. - Allow converting :py:class:`Dataset` or :py:class:`DataArray` objects with a ``MultiIndex`` and at least one other dimension to a ``pandas`` object (:issue:`3008`, :pull:`4442`). By `ghislainp `_. - Documentation: - Add information about requirements for accessor classes (:issue:`2788`, :pull:`4657`). By `Justus Magin `_. - Start a list of external I/O integrating with ``xarray`` (:issue:`683`, :pull:`4566`). By `Justus Magin `_. - Add concat examples and improve combining documentation (:issue:`4620`, :pull:`4645`). By `Ray Bell `_ and `Justus Magin `_. - explicitly mention that :py:meth:`Dataset.update` updates inplace (:issue:`2951`, :pull:`4932`). By `Justus Magin `_. - Added docs on vectorized indexing (:pull:`4711`). By `Eric Keenan `_. - Internal Changes: - Speed up of the continuous integration tests on azure. - Switched to mamba and use matplotlib-base for a faster installation of all dependencies (:pull:`4672`). - Use ``pytest.mark.skip`` instead of ``pytest.mark.xfail`` for some tests that can currently not succeed (:pull:`4685`). - Run the tests in parallel using pytest-xdist (:pull:`4694`). By `Justus Magin `_ and `Mathias Hauser `_. - Use ``pyproject.toml`` instead of the ``setup_requires`` option for ``setuptools`` (:pull:`4897`). By `Justus Magin `_. - Replace all usages of ``assert x.identical(y)`` with ``assert_identical(x, y)`` for clearer error messages (:pull:`4752`). By `Maximilian Roos `_. - Speed up attribute style access (e.g. ``ds.somevar`` instead of ``ds[\"somevar\"]``) and tab completion in IPython (:issue:`4741`, :pull:`4742`). By `Richard Kleijn `_. - Added the ``set_close`` method to ``Dataset`` and ``DataArray`` for backends to specify how to voluntary release all resources. (:pull:`#4809`) By `Alessandro Amici `_. - Update type hints to work with numpy v1.20 (:pull:`4878`). By `Mathias Hauser `_. - Ensure warnings cannot be turned into exceptions in :py:func:`testing.assert_equal` and the other ``assert_
*`` functions (:pull:`4864`). By `Mathias Hauser `_. - Performance improvement when constructing DataArrays. Significantly speeds up repr for Datasets with large number of variables. By `Deepak Cherian `_.- remove xarray-pr4884-dask2021.patch, was never applied and is included upstream.
* Mon Feb 15 2021 Ben Greiner - Disable python36 build: python36-numpy is no longer in Tumbleweed xarray will follow to drop Python 3.6 support on next release. (NEP 29)- Add xarray-pr4884-dask2021.patch gh#pydata/xarray#4884- Enable parralel testing with pytest-xdist- Recommend/Suggest the extras
* Sun Dec 20 2020 Sebastian Wagner - update to version 0.16.2: - This release brings the ability to write to limited regions of ``zarr`` files, open zarr files with :py:func:`open_dataset` and :py:func:`open_mfdataset`, increased support for propagating ``attrs`` using the ``keep_attrs`` flag, as well as numerous bugfixes and documentation improvements.: - Deprecations: - :py:attr:`~core.accessor_dt.DatetimeAccessor.weekofyear` and :py:attr:`~core.accessor_dt.DatetimeAccessor.week` have been deprecated. Use ``DataArray.dt.isocalendar().week`` instead (:pull:`4534`). By `Mathias Hauser `_, `Maximilian Roos `_, and `Spencer Clark `_. - :py:attr:`DataArray.rolling` and :py:attr:`Dataset.rolling` no longer support passing ``keep_attrs`` via its constructor. Pass ``keep_attrs`` via the applied function, i.e. use ``ds.rolling(...).mean(keep_attrs=False)`` instead of ``ds.rolling(..., keep_attrs=False).mean()`` Rolling operations now keep their attributes per default (:pull:`4510`). By `Mathias Hauser `_. - New Features: - :py:func:`open_dataset` and :py:func:`open_mfdataset` now works with ``engine=\"zarr\"`` (:issue:`3668`, :pull:`4003`, :pull:`4187`). By `Miguel Jimenez `_ and `Wei Ji Leong `_. - Unary & binary operations follow the ``keep_attrs`` flag (:issue:`3490`, :issue:`4065`, :issue:`3433`, :issue:`3595`, :pull:`4195`). By `Deepak Cherian `_. - Added :py:meth:`~core.accessor_dt.DatetimeAccessor.isocalendar()` that returns a Dataset with year, week, and weekday calculated according to the ISO 8601 calendar. Requires pandas version 1.1.0 or greater (:pull:`4534`). By `Mathias Hauser `_, `Maximilian Roos `_, and `Spencer Clark `_. - :py:meth:`Dataset.to_zarr` now supports a ``region`` keyword for writing to limited regions of existing Zarr stores (:pull:`4035`). See :ref:`io.zarr.appending` for full details. By `Stephan Hoyer `_. - Added typehints in :py:func:`align` to reflect that the same type received in ``objects`` arg will be returned (:pull:`4522`). By `Michal Baumgartner `_. - :py:meth:`Dataset.weighted` and :py:meth:`DataArray.weighted` are now executing value checks lazily if weights are provided as dask arrays (:issue:`4541`, :pull:`4559`). By `Julius Busecke `_. - Added the ``keep_attrs`` keyword to ``rolling_exp.mean()``; it now keeps attributes per default. By `Mathias Hauser `_ (:pull:`4592`). - Added ``freq`` as property to :py:class:`CFTimeIndex` and into the ``CFTimeIndex.repr``. (:issue:`2416`, :pull:`4597`) By `Aaron Spring `_. - Bug fixes: - Fix bug where reference times without padded years (e.g. ``since 1-1-1``) would lose their units when being passed by :py:func:`encode_cf_datetime` (:issue:`4422`, :pull:`4506`). Such units are ambiguous about which digit represents the years (is it YMD or DMY?). Now, if such formatting is encountered, it is assumed that the first digit is the years, they are padded appropriately (to e.g. ``since 0001-1-1``) and a warning that this assumption is being made is issued. Previously, without ``cftime``, such times would be silently parsed incorrectly (at least based on the CF conventions) e.g. \"since 1-1-1\" would be parsed (via ``pandas`` and ``dateutil``) to ``since 2001-1-1``. By `Zeb Nicholls `_. - Fix :py:meth:`DataArray.plot.step`. By `Deepak Cherian `_. - Fix bug where reading a scalar value from a NetCDF file opened with the ``h5netcdf`` backend would raise a ``ValueError`` when ``decode_cf=True`` (:issue:`4471`, :pull:`4485`). By `Gerrit Holl `_. - Fix bug where datetime64 times are silently changed to incorrect values if they are outside the valid date range for ns precision when provided in some other units (:issue:`4427`, :pull:`4454`). By `Andrew Pauling `_ - Fix silently overwriting the ``engine`` key when passing :py:func:`open_dataset` a file object to an incompatible netCDF (:issue:`4457`). Now incompatible combinations of files and engines raise an exception instead. By `Alessandro Amici `_. - The ``min_count`` argument to :py:meth:`DataArray.sum()` and :py:meth:`DataArray.prod()` is now ignored when not applicable, i.e. when ``skipna=False`` or when ``skipna=None`` and the dtype does not have a missing value (:issue:`4352`). By `Mathias Hauser `_. - :py:func:`combine_by_coords` now raises an informative error when passing coordinates with differing calendars (:issue:`4495`). By `Mathias Hauser `_. - :py:attr:`DataArray.rolling` and :py:attr:`Dataset.rolling` now also keep the attributes and names of of (wrapped) ``DataArray`` objects, previously only the global attributes were retained (:issue:`4497`, :pull:`4510`). By `Mathias Hauser `_. - Improve performance where reading small slices from huge dimensions was slower than necessary (:pull:`4560`). By `Dion Häfner `_. - Fix bug where ``dask_gufunc_kwargs`` was silently changed in :py:func:`apply_ufunc` (:pull:`4576`). By `Kai Mühlbauer `_. - Documentation: - document the API not supported with duck arrays (:pull:`4530`). By `Justus Magin `_. - Mention the possibility to pass functions to :py:meth:`Dataset.where` or :py:meth:`DataArray.where` in the parameter documentation (:issue:`4223`, :pull:`4613`). By `Justus Magin `_. - Update the docstring of :py:class:`DataArray` and :py:class:`Dataset`. (:pull:`4532`); By `Jimmy Westling `_. - Raise a more informative error when :py:meth:`DataArray.to_dataframe` is is called on a scalar, (:issue:`4228`); By `Pieter Gijsbers `_. - Fix grammar and typos in the :doc:`contributing` guide (:pull:`4545`). By `Sahid Velji `_. - Fix grammar and typos in the :doc:`io` guide (:pull:`4553`). By `Sahid Velji `_. - Update link to NumPy docstring standard in the :doc:`contributing` guide (:pull:`4558`). By `Sahid Velji `_. - Add docstrings to ``isnull`` and ``notnull``, and fix the displayed signature (:issue:`2760`, :pull:`4618`). By `Justus Magin `_. - Internal Changes: - Optional dependencies can be installed along with xarray by specifying extras as ``pip install \"xarray[extra]\"`` where ``extra`` can be one of ``io``, ``accel``, ``parallel``, ``viz`` and ``complete``. See docs for updated :ref:`installation instructions `. (:issue:`2888`, :pull:`4480`). By `Ashwin Vishnu `_, `Justus Magin `_ and `Mathias Hauser `_. - Removed stray spaces that stem from black removing new lines (:pull:`4504`). By `Mathias Hauser `_. - Ensure tests are not skipped in the ``py38-all-but-dask`` test environment (:issue:`4509`). By `Mathias Hauser `_. - Ignore select numpy warnings around missing values, where xarray handles the values appropriately, (:pull:`4536`); By `Maximilian Roos `_. - Replace the internal use of ``pd.Index.__or__`` and ``pd.Index.__and__`` with ``pd.Index.union`` and ``pd.Index.intersection`` as they will stop working as set operations in the future (:issue:`4565`). By `Mathias Hauser `_. - Add GitHub action for running nightly tests against upstream dependencies (:pull:`4583`). By `Anderson Banihirwe `_. - Ensure all figures are closed properly in plot tests (:pull:`4600`). By `Yash Saboo `_, `Nirupam K N `_ and `Mathias Hauser `_.
* Wed Sep 23 2020 Sebastian Wagner - update to version 0.16.1: - This patch release fixes an incompatability with a recent pandas change, which: - was causing an issue indexing with a ``datetime64``. It also includes: - improvements to ``rolling``, ``to_dataframe``, ``cov`` & ``corr`` methods and: - bug fixes. Our documentation has a number of improvements, including fixing all : - doctests and confirming their accuracy on every commit.: - Many thanks to the 36 contributors who contributed to this release: - Aaron Spring, Akio Taniguchi, Aleksandar Jelenak, Alexandre Poux,: - Caleb, Dan Nowacki, Deepak Cherian, Gerardo Rivera, Jacob Tomlinson, James A.: - Bednar, Joe Hamman, Julia Kent, Kai Mühlbauer, Keisuke Fujii, Mathias Hauser,: - Maximilian Roos, Nick R. Papior, Pascal Bourgault, Peter Hausamann, Romain: - Martinez, Russell Manser, Samnan Rahee, Sander, Spencer Clark, Stephan Hoyer,: - Thomas Zilio, Tobias Kölling, Tom Augspurger, alexamici, crusaderky, darikg,: - inakleinbottle, jenssss, johnomotani, keewis, and rpgoldman.: - Breaking changes: - :py:meth:`DataArray.astype` and :py:meth:`Dataset.astype` now preserve attributes. Keep the old behavior by passing `keep_attrs=False` (:issue:`2049`, :pull:`4314`). By `Dan Nowacki `_ and `Gabriel Joel Mitchell `_. - New Features: - :py:meth:`~xarray.DataArray.rolling` and :py:meth:`~xarray.Dataset.rolling` now accept more than 1 dimension. (:pull:`4219`) By `Keisuke Fujii `_. - :py:meth:`~xarray.DataArray.to_dataframe` and :py:meth:`~xarray.Dataset.to_dataframe` now accept a ``dim_order`` parameter allowing to specify the resulting dataframe\'s dimensions order (:issue:`4331`, :pull:`4333`). By `Thomas Zilio `_. - Support multiple outputs in :py:func:`xarray.apply_ufunc` when using ``dask=\'parallelized\'``. (:issue:`1815`, :pull:`4060`). By `Kai Mühlbauer `_. - ``min_count`` can be supplied to reductions such as ``.sum`` when specifying multiple dimension to reduce over; (:pull:`4356`). By `Maximilian Roos `_. - :py:func:`xarray.cov` and :py:func:`xarray.corr` now handle missing values; (:pull:`4351`). By `Maximilian Roos `_. - Add support for parsing datetime strings formatted following the default string representation of cftime objects, i.e. YYYY-MM-DD hh:mm:ss, in partial datetime string indexing, as well as :py:meth:`~xarray.cftime_range` (:issue:`4337`). By `Spencer Clark `_. - Build ``CFTimeIndex.__repr__`` explicitly as :py:class:`pandas.Index`. Add ``calendar`` as a new property for :py:class:`CFTimeIndex` and show ``calendar`` and ``length`` in ``CFTimeIndex.__repr__`` (:issue:`2416`, :pull:`4092`) By `Aaron Spring `_. - Use a wrapped array\'s ``_repr_inline_`` method to construct the collapsed ``repr`` of :py:class:`DataArray` and :py:class:`Dataset` objects and document the new method in :doc:`internals`. (:pull:`4248`). By `Justus Magin `_. - Allow per-variable fill values in most functions. (:pull:`4237`). By `Justus Magin `_. - Expose ``use_cftime`` option in :py:func:`~xarray.open_zarr` (:issue:`2886`, :pull:`3229`) By `Samnan Rahee `_ and `Anderson Banihirwe `_. - Bug fixes: - Fix indexing with datetime64 scalars with pandas 1.1 (:issue:`4283`). By `Stephan Hoyer `_ and `Justus Magin `_. - Variables which are chunked using dask only along some dimensions can be chunked while storing with zarr along previously unchunked dimensions (:pull:`4312`) By `Tobias Kölling `_. - Fixed a bug in backend caused by basic installation of Dask (:issue:`4164`, :pull:`4318`) `Sam Morley `_. - Fixed a few bugs with :py:meth:`Dataset.polyfit` when encountering deficient matrix ranks (:issue:`4190`, :pull:`4193`). By `Pascal Bourgault `_. - Fixed inconsistencies between docstring and functionality for :py:meth:`DataArray.str.get` and :py:meth:`DataArray.str.wrap` (:issue:`4334`). By `Mathias Hauser `_. - Fixed overflow issue causing incorrect results in computing means of :py:class:`cftime.datetime` arrays (:issue:`4341`). By `Spencer Clark `_. - Fixed :py:meth:`Dataset.coarsen`, :py:meth:`DataArray.coarsen` dropping attributes on original object (:issue:`4120`, :pull:`4360`). By `Julia Kent `_. - fix the signature of the plot methods. (:pull:`4359`) By `Justus Magin `_. - Fix :py:func:`xarray.apply_ufunc` with ``vectorize=True`` and ``exclude_dims`` (:issue:`3890`). By `Mathias Hauser `_. - Fix `KeyError` when doing linear interpolation to an nd `DataArray` that contains NaNs (:pull:`4233`). By `Jens Svensmark `_ - Fix incorrect legend labels for :py:meth:`Dataset.plot.scatter` (:issue:`4126`). By `Peter Hausamann `_. - Fix ``dask.optimize`` on ``DataArray`` producing an invalid Dask task graph (:issue:`3698`) By `Tom Augspurger `_ - Fix ``pip install .`` when no ``.git`` directory exists; namely when the xarray source directory has been rsync\'ed by PyCharm Professional for a remote deployment over SSH. By `Guido Imperiale `_ - Preserve dimension and coordinate order during :py:func:`xarray.concat` (:issue:`2811`, :issue:`4072`, :pull:`4419`). By `Kai Mühlbauer `_. - Avoid relying on :py:class:`set` objects for the ordering of the coordinates (:pull:`4409`) By `Justus Magin `_. - Documentation: - Update the docstring of :py:meth:`DataArray.copy` to remove incorrect mention of \'dataset\' (:issue:`3606`) By `Sander van Rijn `_. - Removed skipna argument from :py:meth:`DataArray.count`, :py:meth:`DataArray.any`, :py:meth:`DataArray.all`. (:issue:`755`) By `Sander van Rijn `_ - Update the contributing guide to use merges instead of rebasing and state that we squash-merge. (:pull:`4355`). By `Justus Magin `_. - Make sure the examples from the docstrings actually work (:pull:`4408`). By `Justus Magin `_. - Updated Vectorized Indexing to a clearer example. By `Maximilian Roos `_ - Internal Changes: - Fixed all doctests and enabled their running in CI. By `Justus Magin `_. - Relaxed the :ref:`mindeps_policy` to support: - all versions of setuptools released in the last 42 months (but no older than 38.4) - all versions of dask and dask.distributed released in the last 12 months (but no older than 2.9) - all versions of other packages released in the last 12 months All are up from 6 months (:issue:`4295`) `Guido Imperiale `_. - Use :py:func:`dask.array.apply_gufunc` instead of :py:func:`dask.array.blockwise` in :py:func:`xarray.apply_ufunc` when using ``dask=\'parallelized\'``. (:pull:`4060`, :pull:`4391`, :pull:`4392`) - Align ``mypy`` versions to ``0.782`` across ``requirements`` and ``.pre-commit-config.yml`` files. (:pull:`4390`) By `Maximilian Roos `_ - Only load resource files when running inside a Jupyter Notebook (:issue:`4294`) By `Guido Imperiale `_ - Silenced most ``numpy`` warnings such as ``Mean of empty slice``. (:pull:`4369`) By `Maximilian Roos `_ - Enable type checking for :py:func:`concat` (:issue:`4238`) By `Mathias Hauser `_. - Updated plot functions for matplotlib version 3.3 and silenced warnings in the plot tests (:pull:`4365`). By `Mathias Hauser `_. - Versions in ``pre-commit.yaml`` are now pinned, to reduce the chances of conflicting versions. (:pull:`4388`) By `Maximilian Roos `_
* Wed Jul 15 2020 Todd R - Update to version 0.16.0 Highlights:
* xarray.cov & xarray.corr for covariance & correlation respectively
* the idxmax & idxmin methods
* the polyfit method & xarray.polyval for fitting polynomials
* a number of documentation improvements, other features, and bug fixes- Enable now-working tests
* Mon Apr 20 2020 Tomáš Chvátal - Package is py3 only -> drop py2 dependency
* Sat Mar 28 2020 Arun Persaud - update to version 0.15.1:
* Breaking changes + Raise an error when assigning to the .values or .data attribute of dimension coordinates i.e. IndexVariable objects. This has been broken since v0.12.0. Please use DataArray.assign_coords() or Dataset.assign_coords() instead. (GH3470, PR3862) By Deepak Cherian
* New Features + Weighted array reductions are now supported via the new DataArray.weighted() and Dataset.weighted() methods. See Weighted array reductions. (GH422, PR2922). By Mathias Hauser + The new jupyter notebook repr (Dataset._repr_html_ and DataArray._repr_html_) (introduced in 0.14.1) is now on by default. To disable, use xarray.set_options(display_style=\"text\"). By Julia Signell. + Added support for pandas.DatetimeIndex-style rounding of cftime.datetime objects directly via a CFTimeIndex or via the DatetimeAccessor. By Spencer Clark + Support new h5netcdf backend keyword phony_dims (available from h5netcdf v0.8.0 for H5NetCDFStore. By Kai Mühlbauer. + Add partial support for unit aware arrays with pint. (PR3706, PR3611) By Justus Magin. + Dataset.groupby() and DataArray.groupby() now raise a TypeError on multiple string arguments. Receiving multiple string arguments often means a user is attempting to pass multiple dimensions as separate arguments and should instead pass a single list of dimensions. (PR3802) By Maximilian Roos + map_blocks() can now apply functions that add new unindexed dimensions. By Deepak Cherian + An ellipsis (...) is now supported in the dims argument of Dataset.stack() and DataArray.stack(), meaning all unlisted dimensions, similar to its meaning in DataArray.transpose(). (PR3826) By Maximilian Roos + Dataset.where() and DataArray.where() accept a lambda as a first argument, which is then called on the input; replicating pandas’ behavior. By Maximilian Roos. + skipna is available in Dataset.quantile(), DataArray.quantile(), core.groupby.DatasetGroupBy.quantile(), core.groupby.DataArrayGroupBy.quantile() (GH3843, PR3844) By Aaron Spring.
* Bug fixes + Fix Dataset.interp() when indexing array shares coordinates with the indexed variable (GH3252). By David Huard. + Fix recombination of groups in Dataset.groupby() and DataArray.groupby() when performing an operation that changes the size of the groups along the grouped dimension. By Eric Jansen. + Fix use of multi-index with categorical values (GH3674). By Matthieu Ancellin. + Fix alignment with join=\"override\" when some dimensions are unindexed. (GH3681). By Deepak Cherian. + Fix Dataset.swap_dims() and DataArray.swap_dims() producing index with name reflecting the previous dimension name instead of the new one (GH3748, PR3752). By Joseph K Aicher. + Use dask_array_type instead of dask_array.Array for type checking. (GH3779, PR3787) By Justus Magin. + concat() can now handle coordinate variables only present in one of the objects to be concatenated when coords=\"different\". By Deepak Cherian. + xarray now respects the over, under and bad colors if set on a provided colormap. (GH3590, PR3601) By johnomotani. + coarsen() now respects xr.set_options(keep_attrs=True) to preserve attributes. Dataset.coarsen() accepts a keyword argument keep_attrs to change this setting. (GH3376, PR3801) By Andrew Thomas. + Delete associated indexes when deleting coordinate variables. (GH3746). By Deepak Cherian. + Fix xarray.core.dataset.Dataset.to_zarr() when using append_dim and group simultaneously. (GH3170). By Matthias Meyer. + Fix html repr on Dataset with non-string keys (PR3807). By Maximilian Roos.
* Documentation + Fix documentation of DataArray removing the deprecated mention that when omitted, dims are inferred from a coords-dict. (PR3821) By Sander van Rijn. + Improve the where() docstring. By Maximilian Roos + Update the installation instructions: only explicitly list recommended dependencies (GH3756). By Mathias Hauser.
* Internal Changes + Remove the internal import_seaborn function which handled the deprecation of the seaborn.apionly entry point (GH3747). By Mathias Hauser. + Don’t test pint integration in combination with datetime objects. (GH3778, PR3788) By Justus Magin. + Change test_open_mfdataset_list_attr to only run with dask installed (GH3777, PR3780). By Bruno Pagani. + Preserve the ability to index with method=\"nearest\" with a CFTimeIndex with pandas versions greater than 1.0.1 (GH3751). By Spencer Clark. + Greater flexibility and improved test coverage of subtracting various types of objects from a CFTimeIndex. By Spencer Clark. + Update Azure CI MacOS image, given pending removal. By Maximilian Roos + Remove xfails for scipy 1.0.1 for tests that append to netCDF files (PR3805). By Mathias Hauser. + Remove conversion to pandas.Panel, given its removal in pandas in favor of xarray’s objects. By Maximilian Roos- Add packages to the test suite so that more of the package is tested instead of skipping the tests.
* Sat Feb 01 2020 Sebastian Wagner - update to version 0.15.0: - This release brings many improvements to xarray\'s documentation: our examples are now binderized notebooks (`click here `_): - and we have new example notebooks from our SciPy 2019 sprint (many thanks to our contributors!).: - This release also features many API improvements such as a new: :py:class:`~core.accessor_dt.TimedeltaAccessor` and support for :py:class:`CFTimeIndex` in :py:meth:`~DataArray.interpolate_na`); as well as many bug fixes. - Breaking changes: - Bumped minimum tested versions for dependencies: - numpy 1.15 - pandas 0.25 - dask 2.2 - distributed 2.2 - scipy 1.3 - Remove ``compat`` and ``encoding`` kwargs from ``DataArray``, which have been deprecated since 0.12. (:pull:`3650`). Instead, specify the ``encoding`` kwarg when writing to disk or set the :py:attr:`DataArray.encoding` attribute directly. By `Maximilian Roos `_. - :py:func:`xarray.dot`, :py:meth:`DataArray.dot`, and the ``AATT`` operator now use ``align=\"inner\"`` (except when ``xarray.set_options(arithmetic_join=\"exact\")``; :issue:`3694`) by `Mathias Hauser `_. - New Features: - :py:meth:`DataArray.sel` and :py:meth:`Dataset.sel` now support :py:class:`pandas.CategoricalIndex`. (:issue:`3669`) By `Keisuke Fujii `_. - Support using an existing, opened h5netcdf ``File`` with :py:class:`~xarray.backends.H5NetCDFStore`. This permits creating an :py:class:`~xarray.Dataset` from a h5netcdf ``File`` that has been opened using other means (:issue:`3618`). By `Kai Mühlbauer `_. - Implement ``median`` and ``nanmedian`` for dask arrays. This works by rechunking to a single chunk along all reduction axes. (:issue:`2999`). By `Deepak Cherian `_. - :py:func:`~xarray.concat` now preserves attributes from the first Variable. (:issue:`2575`, :issue:`2060`, :issue:`1614`) By `Deepak Cherian `_. - :py:meth:`Dataset.quantile`, :py:meth:`DataArray.quantile` and ``GroupBy.quantile`` now work with dask Variables. By `Deepak Cherian `_. - Added the ``count`` reduction method to both :py:class:`~core.rolling.DatasetCoarsen` and :py:class:`~core.rolling.DataArrayCoarsen` objects. (:pull:`3500`) By `Deepak Cherian `_ - Add ``meta`` kwarg to :py:func:`~xarray.apply_ufunc`; this is passed on to :py:func:`dask.array.blockwise`. (:pull:`3660`) By `Deepak Cherian `_. - Add ``attrs_file`` option in :py:func:`~xarray.open_mfdataset` to choose the source file for global attributes in a multi-file dataset (:issue:`2382`, :pull:`3498`). By `Julien Seguinot `_. - :py:meth:`Dataset.swap_dims` and :py:meth:`DataArray.swap_dims` now allow swapping to dimension names that don\'t exist yet. (:pull:`3636`) By `Justus Magin `_. - Extend :py:class:`~core.accessor_dt.DatetimeAccessor` properties and support ``.dt`` accessor for timedeltas via :py:class:`~core.accessor_dt.TimedeltaAccessor` (:pull:`3612`) By `Anderson Banihirwe `_. - Improvements to interpolating along time axes (:issue:`3641`, :pull:`3631`). By `David Huard `_. - Support :py:class:`CFTimeIndex` in :py:meth:`DataArray.interpolate_na` - define 1970-01-01 as the default offset for the interpolation index for both :py:class:`pandas.DatetimeIndex` and :py:class:`CFTimeIndex`, - use microseconds in the conversion from timedelta objects to floats to avoid overflow errors. - Bug fixes: - Applying a user-defined function that adds new dimensions using :py:func:`apply_ufunc` and ``vectorize=True`` now works with ``dask > 2.0``. (:issue:`3574`, :pull:`3660`). By `Deepak Cherian `_. - Fix :py:meth:`~xarray.combine_by_coords` to allow for combining incomplete hypercubes of Datasets (:issue:`3648`). By `Ian Bolliger `_. - Fix :py:func:`~xarray.combine_by_coords` when combining cftime coordinates which span long time intervals (:issue:`3535`). By `Spencer Clark `_. - Fix plotting with transposed 2D non-dimensional coordinates. (:issue:`3138`, :pull:`3441`) By `Deepak Cherian `_. - :py:meth:`plot.FacetGrid.set_titles` can now replace existing row titles of a :py:class:`~xarray.plot.FacetGrid` plot. In addition :py:class:`~xarray.plot.FacetGrid` gained two new attributes: :py:attr:`~xarray.plot.FacetGrid.col_labels` and :py:attr:`~xarray.plot.FacetGrid.row_labels` contain :py:class:`matplotlib.text.Text` handles for both column and row labels. These can be used to manually change the labels. By `Deepak Cherian `_. - Fix issue with Dask-backed datasets raising a ``KeyError`` on some computations involving :py:func:`map_blocks` (:pull:`3598`). By `Tom Augspurger `_. - Ensure :py:meth:`Dataset.quantile`, :py:meth:`DataArray.quantile` issue the correct error when ``q`` is out of bounds (:issue:`3634`) by `Mathias Hauser `_. - Fix regression in xarray 0.14.1 that prevented encoding times with certain ``dtype``, ``_FillValue``, and ``missing_value`` encodings (:issue:`3624`). By `Spencer Clark `_ - Raise an error when trying to use :py:meth:`Dataset.rename_dims` to rename to an existing name (:issue:`3438`, :pull:`3645`) By `Justus Magin `_. - :py:meth:`Dataset.rename`, :py:meth:`DataArray.rename` now check for conflicts with MultiIndex level names. - :py:meth:`Dataset.merge` no longer fails when passed a :py:class:`DataArray` instead of a :py:class:`Dataset`. By `Tom Nicholas `_. - Fix a regression in :py:meth:`Dataset.drop`: allow passing any iterable when dropping variables (:issue:`3552`, :pull:`3693`) By `Justus Magin `_. - Fixed errors emitted by ``mypy --strict`` in modules that import xarray. (:issue:`3695`) by `Guido Imperiale `_. - Allow plotting of binned coordinates on the y axis in :py:meth:`plot.line` and :py:meth:`plot.step` plots (:issue:`3571`, :pull:`3685`) by `Julien Seguinot `_. - Documentation: - Switch doc examples to use `nbsphinx `_ and replace ``sphinx_gallery`` scripts with Jupyter notebooks. (:pull:`3105`, :pull:`3106`, :pull:`3121`) By `Ryan Abernathey `_. - Added :doc:`example notebook ` demonstrating use of xarray with Regional Ocean Modeling System (ROMS) ocean hydrodynamic model output. (:pull:`3116`) By `Robert Hetland `_. - Added :doc:`example notebook ` demonstrating the visualization of ERA5 GRIB data. (:pull:`3199`) By `Zach Bruick `_ and `Stephan Siemen `_. - Added examples for :py:meth:`DataArray.quantile`, :py:meth:`Dataset.quantile` and ``GroupBy.quantile``. (:pull:`3576`) By `Justus Magin `_. - Add new :doc:`example notebook ` example notebook demonstrating vectorization of a 1D function using :py:func:`apply_ufunc` , dask and numba. By `Deepak Cherian `_. - Added example for :py:func:`~xarray.map_blocks`. (:pull:`3667`) By `Riley X. Brady `_. - Internal Changes: - Make sure dask names change when rechunking by different chunk sizes. Conversely, make sure they stay the same when rechunking by the same chunk size. (:issue:`3350`) By `Deepak Cherian `_. - 2x to 5x speed boost (on small arrays) for :py:meth:`Dataset.isel`, :py:meth:`DataArray.isel`, and :py:meth:`DataArray.__getitem__` when indexing by int, slice, list of int, scalar ndarray, or 1-dimensional ndarray. (:pull:`3533`) by `Guido Imperiale `_. - Removed internal method ``Dataset._from_vars_and_coord_names``, which was dominated by ``Dataset._construct_direct``. (:pull:`3565`) By `Maximilian Roos `_. - Replaced versioneer with setuptools-scm. Moved contents of setup.py to setup.cfg. Removed pytest-runner from setup.py, as per deprecation notice on the pytest-runner project. (:pull:`3714`) by `Guido Imperiale `_. - Use of isort is now enforced by CI. (:pull:`3721`) by `Guido Imperiale `_
* Fri Nov 22 2019 Arun Persaud - update to version 0.14.1:
* Breaking changes + Broken compatibility with cftime < 1.0.3 . By Deepak Cherian. Warning: cftime version 1.0.4 is broken (cftime/126); please use version 1.0.4.2 instead. + All leftover support for dates from non-standard calendars through netcdftime, the module included in versions of netCDF4 prior to 1.4 that eventually became the cftime package, has been removed in favor of relying solely on the standalone cftime package (PR3450). By Spencer Clark.
* New Features + Added the sparse option to unstack(), unstack(), reindex(), reindex() (GH3518). By Keisuke Fujii. + Added the fill_value option to DataArray.unstack() and Dataset.unstack() (GH3518, PR3541). By Keisuke Fujii. + Added the max_gap kwarg to interpolate_na() and interpolate_na(). This controls the maximum size of the data gap that will be filled by interpolation. By Deepak Cherian. + Added Dataset.drop_sel() & DataArray.drop_sel() for dropping labels. Dataset.drop_vars() & DataArray.drop_vars() have been added for dropping variables (including coordinates). The existing Dataset.drop() & DataArray.drop() methods remain as a backward compatible option for dropping either labels or variables, but using the more specific methods is encouraged. (PR3475) By Maximilian Roos + Added Dataset.map() & GroupBy.map() & Resample.map() for mapping / applying a function over each item in the collection, reflecting the widely used and least surprising name for this operation. The existing apply methods remain for backward compatibility, though using the map methods is encouraged. (PR3459) By Maximilian Roos + Dataset.transpose() and DataArray.transpose() now support an ellipsis (...) to represent all ‘other’ dimensions. For example, to move one dimension to the front, use .transpose(\'x\', ...). (PR3421) By Maximilian Roos + Changed xr.ALL_DIMS to equal python’s Ellipsis (...), and changed internal usages to use ... directly. As before, you can use this to instruct a groupby operation to reduce over all dimensions. While we have no plans to remove xr.ALL_DIMS, we suggest using .... (PR3418) By Maximilian Roos + xarray.dot(), and DataArray.dot() now support the dims=... option to sum over the union of dimensions of all input arrays (GH3423) by Mathias Hauser. + Added new Dataset._repr_html_() and DataArray._repr_html_() to improve representation of objects in Jupyter. By default this feature is turned off for now. Enable it with xarray.set_options(display_style=\"html\"). (PR3425) by Benoit Bovy and Julia Signell. + Implement dask deterministic hashing for xarray objects. Note that xarray objects with a dask.array backend already used deterministic hashing in previous releases; this change implements it when whole xarray objects are embedded in a dask graph, e.g. when DataArray.map() is invoked. (GH3378, PR3446, PR3515) By Deepak Cherian and Guido Imperiale. + Add the documented-but-missing DatasetGroupBy.quantile(). (GH3525, PR3527). By Justus Magin.
* Bug fixes + Ensure an index of type CFTimeIndex is not converted to a DatetimeIndex when calling Dataset.rename(), Dataset.rename_dims() and Dataset.rename_vars(). By Mathias Hauser. (GH3522). + Fix a bug in DataArray.set_index() in case that an existing dimension becomes a level variable of MultiIndex. (PR3520). By Keisuke Fujii. + Harmonize _FillValue, missing_value during encoding and decoding steps. (PR3502) By Anderson Banihirwe. + Fix regression introduced in v0.14.0 that would cause a crash if dask is installed but cloudpickle isn’t (GH3401) by Rhys Doyle + Fix grouping over variables with NaNs. (GH2383, PR3406). By Deepak Cherian. + Make alignment and concatenation significantly more efficient by using dask names to compare dask objects prior to comparing values after computation. This change makes it more convenient to carry around large non-dimensional coordinate variables backed by dask arrays. Existing workarounds involving reset_coords(drop=True) should now be unnecessary in most cases. (GH3068, GH3311, GH3454, PR3453). By Deepak Cherian. + Add support for cftime>=1.0.4. By Anderson Banihirwe. + Rolling reduction operations no longer compute dask arrays by default. (GH3161). In addition, the allow_lazy kwarg to reduce is deprecated. By Deepak Cherian. + Fix GroupBy.reduce() when reducing over multiple dimensions. (GH3402). By Deepak Cherian + Allow appending datetime and bool data variables to zarr stores. (GH3480). By Akihiro Matsukawa. + Add support for numpy >=1.18 (); bugfix mean() on datetime64 arrays on dask backend (GH3409, PR3537). By Guido Imperiale. + Add support for pandas >=0.26 (GH3440). By Deepak Cherian. + Add support for pseudonetcdf >=3.1 (PR3485). By Barron Henderson.
* Documentation + Fix leap year condition in monthly means example. By Mickaël Lalande. + Fix the documentation of DataArray.resample() and Dataset.resample(), explicitly stating that a datetime-like dimension is required. (PR3400) By Justus Magin. + Update the Terminology page to address multidimensional coordinates. (PR3410) By Jon Thielen. + Fix the documentation of Dataset.integrate() and DataArray.integrate() and add an example to Dataset.integrate(). (PR3469) By Justus Magin.
* Internal Changes + Added integration tests against pint. (PR3238, PR3447, PR3493, PR3508) by Justus Magin. Note: At the moment of writing, these tests as well as the ability to use pint in general require a highly experimental version of pint (install with pip install git+https://github.com/andrewgsavage/pint.gitAATTrefs/pull/6/head). Even with it, interaction with non-numpy array libraries, e.g. dask or sparse, is broken. + Use Python 3.6 idioms throughout the codebase. (PR3419) By Maximilian Roos + Run basic CI tests on Python 3.8. (PR3477) By Maximilian Roos + Enable type checking on default sentinel values (PR3472) By Maximilian Roos + Add Variable._replace() for simpler replacing of a subset of attributes (PR3472) By Maximilian Roos
* Thu Oct 24 2019 Todd R - update to version 0.14.0 + Breaking changes
* Dropped the `drop=False` optional parameter from Variable.isel. It was unused and doesn\'t make sense for a Variable. + New functions/methods
* Added xarray.map_blocks, modeled after dask.array.map_blocks. Also added Dataset.unify_chunks, DataArray.unify_chunks and testing.assert_chunks_equal + Enhancements
* xarray.core.GroupBy enhancements. > Added a repr > Added a ``GroupBy.dims`` property that mirrors the dimensions of each group.
* Speed up Dataset.isel up to 33% and DataArray.isel up to 25% for small arrays + Bug fixes
* Reintroduce support for weakref (broken in v0.13.0). Support has been reinstated for DataArray and Dataset objects only. Internal xarray objects remain unaddressable by weakref in order to save memory
* Line plots with the x or y argument set to a 1D non-dimensional coord now plot the correct data for 2D DataArrays
* Make xarray.concat more robust when merging variables present in some datasets but not others.
* The default behaviour of reducing across all dimensions for xarray.core.groupby.DataArrayGroupBy objects has now been properly removed as was done for xarray.core.groupby.DatasetGroupBy in 0.13.0. Use xarray.ALL_DIMS if you need to replicate previous behaviour. Also raise nicer error message when no groups are created.
* Fix error in concatenating unlabeled dimensions.
* Sat Sep 21 2019 Arun Persaud - update to version 0.13.0:
* Breaking changes + This release increases the minimum required Python version from 3.5.0 to 3.5.3 (GH3089). By Guido Imperiale. + The isel_points and sel_points methods are removed, having been deprecated since v0.10.0. These are redundant with the isel / sel methods. See Vectorized Indexing for the details By Maximilian Roos + The inplace kwarg for public methods now raises an error, having been deprecated since v0.11.0. By Maximilian Roos + concat() now requires the dim argument. Its indexers, mode and concat_over kwargs have now been removed. By Deepak Cherian + Passing a list of colors in cmap will now raise an error, having been deprecated since v0.6.1. + Most xarray objects now define __slots__. This reduces overall RAM usage by ~22% (not counting the underlying numpy buffers); on CPython 3.7/x64, a trivial DataArray has gone down from 1.9kB to 1.5kB. Caveats: o Pickle streams produced by older versions of xarray can’t be loaded using this release, and vice versa. o Any user code that was accessing the __dict__ attribute of xarray objects will break. The best practice to attach custom metadata to xarray objects is to use the attrs dictionary. o Any user code that defines custom subclasses of xarray classes must now explicitly define __slots__ itself. Subclasses that don’t add any attributes must state so by defining __slots__ = () right after the class header. Omitting __slots__ will now cause a FutureWarning to be logged, and will raise an error in a later release. (GH3250) by Guido Imperiale. + The default dimension for Dataset.groupby(), Dataset.resample(), DataArray.groupby() and DataArray.resample() reductions is now the grouping or resampling dimension. + DataArray.to_dataset() requires name to be passed as a kwarg (previously ambiguous positional arguments were deprecated) + Reindexing with variables of a different dimension now raise an error (previously deprecated) + broadcast_array() is removed (previously deprecated in favor of broadcast()) + Variable.expand_dims() is removed (previously deprecated in favor of Variable.set_dims())
* New functions/methods + xarray can now wrap around any NEP18 compliant numpy-like library (important: read notes about NUMPY_EXPERIMENTAL_ARRAY_FUNCTION in the above link). Added explicit test coverage for sparse. (GH3117, GH3202). This requires sparse>=0.8.0. By Nezar Abdennur and Guido Imperiale. + from_dataframe() and from_series() now support sparse=True for converting pandas objects into xarray objects wrapping sparse arrays. This is particularly useful with sparsely populated hierarchical indexes. (GH3206) By Stephan Hoyer. + The xarray package is now discoverable by mypy (although typing hints coverage is not complete yet). mypy type checking is now enforced by CI. Libraries that depend on xarray and use mypy can now remove from their setup.cfg the lines: [mypy-xarray] ignore_missing_imports = True (GH2877, GH3088, GH3090, GH3112, GH3117, GH3207) By Guido Imperiale and Maximilian Roos. + Added DataArray.broadcast_like() and Dataset.broadcast_like(). By Deepak Cherian and David Mertz. + Dataset plotting API for visualizing dependencies between two DataArrays! Currently only Dataset.plot.scatter() is implemented. By Yohai Bar Sinai and Deepak Cherian + Added DataArray.head(), DataArray.tail() and DataArray.thin(); as well as Dataset.head(), Dataset.tail() and Dataset.thin() methods. (GH319) By Gerardo Rivera.
* Enhancements + Multiple enhancements to concat() and open_mfdataset(). By Deepak Cherian + Added compat=\'override\'. When merging, this option picks the variable from the first dataset and skips all comparisons. + Added join=\'override\'. When aligning, this only checks that index sizes are equal among objects and skips checking indexes for equality. + concat() and open_mfdataset() now support the join kwarg. It is passed down to align(). + concat() now calls merge() on variables that are not concatenated (i.e. variables without concat_dim when data_vars or coords are \"minimal\"). concat() passes its new compat kwarg down to merge(). (GH2064) + Users can avoid a common bottleneck when using open_mfdataset() on a large number of files with variables that are known to be aligned and some of which need not be concatenated. Slow equality comparisons can now be avoided, for e.g.: data = xr.open_mfdataset(files, concat_dim=\'time\', data_vars=\'minimal\', coords=\'minimal\', compat=\'override\', join=\'override\') + In to_zarr(), passing mode is not mandatory if append_dim is set, as it will automatically be set to \'a\' internally. By David Brochart. + Added the ability to initialize an empty or full DataArray with a single value. (GH277) By Gerardo Rivera. + to_netcdf() now supports the invalid_netcdf kwarg when used with engine=\"h5netcdf\". It is passed to h5netcdf.File(). By Ulrich Herter. + drop() now supports keyword arguments; dropping index labels by using both dim and labels or using a DataArrayCoordinates object are deprecated (GH2910). By Gregory Gundersen. + Added examples of Dataset.set_index() and DataArray.set_index(), as well are more specific error messages when the user passes invalid arguments (GH3176). By Gregory Gundersen. + filter_by_attrs() now filters the coordinates as well as the variables. By Spencer Jones.
* Bug fixes + Improve “missing dimensions” error message for apply_ufunc() (GH2078). By Rick Russotto. + assign_coords() now supports dictionary arguments (GH3231). By Gregory Gundersen. + Fix regression introduced in v0.12.2 where copy(deep=True) would convert unicode indices to dtype=object (GH3094). By Guido Imperiale. + Improved error handling and documentation for .expand_dims() read-only view. + Fix tests for big-endian systems (GH3125). By Graham Inggs. + XFAIL several tests which are expected to fail on ARM systems due to a datetime issue in NumPy (GH2334). By Graham Inggs. + Fix KeyError that arises when using .sel method with float values different from coords float type (GH3137). By Hasan Ahmad. + Fixed bug in combine_by_coords() causing a ValueError if the input had an unused dimension with coordinates which were not monotonic (GH3150). By Tom Nicholas. + Fixed crash when applying distributed.Client.compute() to a DataArray (GH3171). By Guido Imperiale. + Better error message when using groupby on an empty DataArray (GH3037). By Hasan Ahmad. + Fix error that arises when using open_mfdataset on a series of netcdf files having differing values for a variable attribute of type list. (GH3034) By Hasan Ahmad. + Prevent argmax() and argmin() from calling dask compute (GH3237). By Ulrich Herter. + Plots in 2 dimensions (pcolormesh, contour) now allow to specify levels as numpy array (GH3284). By Mathias Hauser. + Fixed bug in DataArray.quantile() failing to keep attributes when keep_attrs was True (GH3304). By David Huard https://github.com/huard.
* Documentation + Created a PR checklist as a quick reference for tasks before creating a new PR or pushing new commits. By Gregory Gundersen. + Fixed documentation to clean up unwanted files created in ipython examples (GH3227). By Gregory Gundersen.
* Mon Jul 29 2019 Todd R - Disable non-functional dask tests
* Mon Jul 15 2019 Sebastian Wagner - update to version 0.12.3: - New functions/methods: - New methods :py:meth:`Dataset.to_stacked_array` and :py:meth:`DataArray.to_unstacked_dataset` for reshaping Datasets of variables with different dimensions (:issue:`1317`). This is useful for feeding data from xarray into machine learning models, as described in :ref:`reshape.stacking_different`. - Enhancements: - Support for renaming ``Dataset`` variables and dimensions independently with :py:meth:`~Dataset.rename_vars` and :py:meth:`~Dataset.rename_dims` (:issue:`3026`). - Add ``scales``, ``offsets``, ``units`` and ``descriptions`` attributes to :py:class:`~xarray.DataArray` returned by :py:func:`~xarray.open_rasterio`. (:issue:`3013`) - Bug fixes: - Resolved deprecation warnings from newer versions of matplotlib and dask. - Compatibility fixes for the upcoming pandas 0.25 and NumPy 1.17 releases. - Fix summaries for multiindex coordinates (:issue:`3079`). - Fix HDF5 error that could arise when reading multiple groups from a file at once (:issue:`2954`).
* Sun Jun 30 2019 Sebastian Wagner - update to version 0.12.2: - New functions/methods: - Two new functions, :py:func:`~xarray.combine_nested` and :py:func:`~xarray.combine_by_coords`, allow for combining datasets along any number of dimensions, instead of the one-dimensional list of datasets supported by :py:func:`~xarray.concat`. The new ``combine_nested`` will accept the datasets as a nested list-of-lists, and combine by applying a series of concat and merge operations. The new ``combine_by_coords`` instead uses the dimension coordinates of datasets to order them. :py:func:`~xarray.open_mfdataset` can use either ``combine_nested`` or ``combine_by_coords`` to combine datasets along multiple dimensions, by specifying the argument ``combine=\'nested\'`` or ``combine=\'by_coords\'``. The older function :py:func:`~xarray.auto_combine` has been deprecated, because its functionality has been subsumed by the new functions. To avoid FutureWarnings switch to using ``combine_nested`` or ``combine_by_coords``, (or set the ``combine`` argument in ``open_mfdataset``). (:issue:`2159`) By `Tom Nicholas `_. - :py:meth:`~xarray.DataArray.rolling_exp` and :py:meth:`~xarray.Dataset.rolling_exp` added, similar to pandas\' ``pd.DataFrame.ewm`` method. Calling ``.mean`` on the resulting object will return an exponentially weighted moving average. By `Maximilian Roos `_. - New :py:func:`DataArray.str ` for string related manipulations, based on ``pandas.Series.str``. By `0x0L `_. - Added ``strftime`` method to ``.dt`` accessor, making it simpler to hand a datetime ``DataArray`` to other code expecting formatted dates and times. (:issue:`2090`). :py:meth:`~xarray.CFTimeIndex.strftime` is also now available on :py:class:`CFTimeIndex`. By `Alan Brammer `_ and `Ryan May `_. - :py:meth:`~xarray.core.GroupBy.quantile` is now a method of ``GroupBy`` objects (:issue:`3018`). By `David Huard `_. - Argument and return types are added to most methods on ``DataArray`` and ``Dataset``, allowing static type checking both within xarray and external libraries. Type checking with `mypy `_ is enabled in CI (though not required yet). By `Guido Imperiale `_ and `Maximilian Roos `_. - Enhancements to existing functionality: - Add ``keepdims`` argument for reduce operations (:issue:`2170`) By `Scott Wales `_. - Enable ``AATT`` operator for DataArray. This is equivalent to :py:meth:`DataArray.dot` By `Maximilian Roos `_. - Add ``fill_value`` argument for reindex, align, and merge operations to enable custom fill values. (:issue:`2876`) By `Zach Griffith `_. - :py:meth:`DataArray.transpose` now accepts a keyword argument ``transpose_coords`` which enables transposition of coordinates in the same way as :py:meth:`Dataset.transpose`. :py:meth:`DataArray.groupby` :py:meth:`DataArray.groupby_bins`, and :py:meth:`DataArray.resample` now accept a keyword argument ``restore_coord_dims`` which keeps the order of the dimensions of multi-dimensional coordinates intact (:issue:`1856`). By `Peter Hausamann `_. - Better warning message when supplying invalid objects to ``xr.merge`` (:issue:`2948`). By `Mathias Hauser `_. - Add ``errors`` keyword argument to :py:meth:`Dataset.drop` and :py:meth:`Dataset.drop_dims` that allows ignoring errors if a passed label or dimension is not in the dataset (:issue:`2994`). By `Andrew Ross `_. - IO related enhancements: - Implement :py:func:`~xarray.load_dataset` and :py:func:`~xarray.load_dataarray` as alternatives to :py:func:`~xarray.open_dataset` and :py:func:`~xarray.open_dataarray` to open, load into memory, and close files, returning the Dataset or DataArray. These functions are helpful for avoiding file-lock errors when trying to write to files opened using ``open_dataset()`` or ``open_dataarray()``. (:issue:`2887`) By `Dan Nowacki `_. - It is now possible to extend existing :ref:`io.zarr` datasets, by using ``mode=\'a\'`` and the new ``append_dim`` argument in :py:meth:`~xarray.Dataset.to_zarr`. By `Jendrik Jördening `_, `David Brochart `_, `Ryan Abernathey `_ and `Shikhar Goenka `_. - ``xr.open_zarr`` now accepts manually specified chunks with the ``chunks=`` parameter. ``auto_chunk=True`` is equivalent to ``chunks=\'auto\'`` for backwards compatibility. The ``overwrite_encoded_chunks`` parameter is added to remove the original zarr chunk encoding. By `Lily Wang `_. - netCDF chunksizes are now only dropped when original_shape is different, not when it isn\'t found. (:issue:`2207`) By `Karel van de Plassche `_. - Character arrays\' character dimension name decoding and encoding handled by ``var.encoding[\'char_dim_name\']`` (:issue:`2895`) By `James McCreight `_. - open_rasterio() now supports rasterio.vrt.WarpedVRT with custom transform, width and height (:issue:`2864`). By `Julien Michel `_. - Bug fixes: - Rolling operations on xarray objects containing dask arrays could silently compute the incorrect result or use large amounts of memory (:issue:`2940`). By `Stephan Hoyer `_. - Don\'t set encoding attributes on bounds variables when writing to netCDF. (:issue:`2921`) By `Deepak Cherian `_. - NetCDF4 output: variables with unlimited dimensions must be chunked (not contiguous) on output. (:issue:`1849`) By `James McCreight `_. - indexing with an empty list creates an object with zero-length axis (:issue:`2882`) By `Mayeul d\'Avezac `_. - Return correct count for scalar datetime64 arrays (:issue:`2770`) By `Dan Nowacki `_. - Fixed max, min exception when applied to a multiIndex (:issue:`2923`) By `Ian Castleden `_ - A deep copy deep-copies the coords (:issue:`1463`) By `Martin Pletcher `_. - Increased support for `missing_value` (:issue:`2871`) By `Deepak Cherian `_. - Removed usages of `pytest.config`, which is deprecated (:issue:`2988`) By `Maximilian Roos `_. - Fixed performance issues with cftime installed (:issue:`3000`) By `0x0L `_. - Test suite fixes for newer versions of pytest (:issue:`3011`, :issue:`3032`). By `Maximilian Roos `_ and `Stephan Hoyer `_. - update to version 0.12.1: - Enhancements: - Allow ``expand_dims`` method to support inserting/broadcasting dimensions with size > 1. (:issue:`2710`) By `Martin Pletcher `_. - Bug fixes: - Dataset.copy(deep=True) now creates a deep copy of the attrs (:issue:`2835`). By `Andras Gefferth `_. - Fix incorrect ``indexes`` resulting from various ``Dataset`` operations (e.g., ``swap_dims``, ``isel``, ``reindex``, ``[]``) (:issue:`2842`, :issue:`2856`). By `Stephan Hoyer `_.
* Tue May 28 2019 Todd R - Disable known failing tests on arm. See gh#pydata/xarray#2334
* Tue Apr 23 2019 Tomáš Chvátal - Just use %pytest macro
* Sun Apr 07 2019 Sebastian Wagner - Update to version 0.12.1: - Enhancements - Allow ``expand_dims`` method to support inserting/broadcasting dimensions with size > 1. (:issue:`2710`) - Bug fixes - Dataset.copy(deep=True) now creates a deep copy of the attrs (:issue:`2835`). - Fix incorrect ``indexes`` resulting from various ``Dataset`` operations (e.g., ``swap_dims``, ``isel``, ``reindex``, ``[]``) (:issue:`2842`, :issue:`2856`).
* Sat Mar 16 2019 Arun Persaud - specfile:
* since this version is for python3 only, add a hint to skip python 2 during the build- update to version 0.12.0:
* Highlights include: + Removed support for Python 2. This is the first version of xarray that is Python 3 only! + New coarsen() and integrate() methods. See Coarsen large arrays and Computation using Coordinates for details. + Many improvements to cftime support. See below for details.
* Deprecations + The compat argument to Dataset and the encoding argument to DataArray are deprecated and will be removed in a future release. (GH1188) By Maximilian Roos.
* cftime related enhancements + Resampling of standard and non-standard calendars indexed by CFTimeIndex is now possible. (GH2191). By Jwen Fai Low and Spencer Clark. + Taking the mean of arrays of cftime.datetime objects, and by extension, use of coarsen() with cftime.datetime coordinates is now possible. By Spencer Clark. + Internal plotting now supports cftime.datetime objects as time series. (GH2164) By Julius Busecke and Spencer Clark. + cftime_range() now supports QuarterBegin and QuarterEnd offsets (GH2663). By Jwen Fai Low + open_dataset() now accepts a use_cftime argument, which can be used to require that cftime.datetime objects are always used, or never used when decoding dates encoded with a standard calendar. This can be used to ensure consistent date types are returned when using open_mfdataset() (GH1263) and/or to silence serialization warnings raised if dates from a standard calendar are found to be outside the pandas.Timestamp-valid range (GH2754). By Spencer Clark. + pandas.Series.dropna() is now supported for a pandas.Series indexed by a CFTimeIndex (GH2688). By Spencer Clark.
* Other enhancements + Added ability to open netcdf4/hdf5 file-like objects with open_dataset. Requires (h5netcdf>0.7 and h5py>2.9.0). (GH2781) By Scott Henderson + Add data=False option to to_dict() methods. (GH2656) By Ryan Abernathey + DataArray.coarsen() and Dataset.coarsen() are newly added. See Coarsen large arrays for details. (GH2525) By Keisuke Fujii. + Upsampling an array via interpolation with resample is now dask-compatible, as long as the array is not chunked along the resampling dimension. By Spencer Clark. + xarray.testing.assert_equal() and xarray.testing.assert_identical() now provide a more detailed report showing what exactly differs between the two objects (dimensions / coordinates / variables / attributes) (GH1507). By Benoit Bovy. + Add tolerance option to resample() methods bfill, pad, nearest. (GH2695) By Hauke Schulz. + DataArray.integrate() and Dataset.integrate() are newly added. See Computation using Coordinates for the detail. (GH1332) By Keisuke Fujii. + Added drop_dims() (GH1949). By Kevin Squire.
* Bug fixes + Silenced warnings that appear when using pandas 0.24. By Stephan Hoyer + Interpolating via resample now internally specifies bounds_error=False as an argument to scipy.interpolate.interp1d, allowing for interpolation from higher frequencies to lower frequencies. Datapoints outside the bounds of the original time coordinate are now filled with NaN (GH2197). By Spencer Clark. + Line plots with the x argument set to a non-dimensional coord now plot the correct data for 1D DataArrays. (GH27251). By Tom Nicholas. + Subtracting a scalar cftime.datetime object from a CFTimeIndex now results in a pandas.TimedeltaIndex instead of raising a TypeError (GH2671). By Spencer Clark. + backend_kwargs are no longer ignored when using open_dataset with pynio engine (:issue:‘2380’) By Jonathan Joyce. + Fix open_rasterio creating a WKT CRS instead of PROJ.4 with rasterio 1.0.14+ (GH2715). By David Hoese. + Masking data arrays with xarray.DataArray.where() now returns an array with the name of the original masked array (GH2748 and GH2457). By Yohai Bar-Sinai. + Fixed error when trying to reduce a DataArray using a function which does not require an axis argument. (GH2768) By Tom Nicholas. + Concatenating a sequence of DataArray with varying names sets the name of the output array to None, instead of the name of the first input array. If the names are the same it sets the name to that, instead to the name of the first DataArray in the list as it did before. (GH2775). By Tom Nicholas. + Per CF conventions, specifying \'standard\' as the calendar type in cftime_range() now correctly refers to the \'gregorian\' calendar instead of the \'proleptic_gregorian\' calendar (GH2761).
* Wed Feb 13 2019 Todd R - update to version 0.11.3
* Saving files with times encoded with reference dates with timezones (e.g. \'2000-01-01T00:00:00-05:00\') no longer raises an error
* Fixed performance regression with ``open_mfdataset``
* Fixed supplying an explicit dimension in the ``concat_dim`` argument to to ``open_mfdataset``
* Thu Jan 03 2019 Sebastian Wagner - update to version 0.11.2: - Removes inadvertently introduced setup dependency on pytest-runner (:issue:`2641`). Otherwise, this release is exactly equivalent to 0.11.1. - Warning: - This is the last xarray release that will support Python 2.7. Future releases will be Python 3 only, but older versions of xarray will always be available for Python 2.7 users. For the more details, see:- update to version 0.11.1: - Breaking changes - Minimum rasterio version increased from 0.36 to 1.0 (for open_rasterio) - Time bounds variables are now also decoded according to CF conventions (:issue:`2565`). The previous behavior was to decode them only if they had specific time attributes, now these attributes are copied automatically from the corresponding time coordinate. This might brake downstream code that was relying on these variables to be not decoded. By Fabien Maussion. - Enhancements - Ability to read and write consolidated metadata in zarr stores (:issue:`2558`). By Ryan Abernathey. - :py:class:`CFTimeIndex` uses slicing for string indexing when possible (like :py:class:`pandas.DatetimeIndex`), which avoids unnecessary copies. By Stephan Hoyer - Enable passing rasterio.io.DatasetReader or rasterio.vrt.WarpedVRT to open_rasterio instead of file path string. Allows for in-memory reprojection, see (:issue:`2588`). By Scott Henderson. - Like :py:class:`pandas.DatetimeIndex`, :py:class:`CFTimeIndex` now supports \"dayofyear\" and \"dayofweek\" accessors (:issue:`2597`). Note this requires a version of cftime greater than 1.0.2. By Spencer Clark. - The option \'warn_for_unclosed_files\' (False by default) has been added to allow users to enable a warning when files opened by xarray are deallocated but were not explicitly closed. This is mostly useful for debugging; we recommend enabling it in your test suites if you use xarray for IO. By Stephan Hoyer - Support Dask HighLevelGraphs by Matthew Rocklin. - :py:meth:`DataArray.resample` and :py:meth:`Dataset.resample` now supports the loffset kwarg just like Pandas. By Deepak Cherian - Datasets are now guaranteed to have a \'source\' encoding, so the source file name is always stored (:issue:`2550`). By Tom Nicholas. - The apply methods for DatasetGroupBy, DataArrayGroupBy, DatasetResample and DataArrayResample now support passing positional arguments to the applied function as a tuple to the args argument. By Matti Eskelinen. - 0d slices of ndarrays are now obtained directly through indexing, rather than extracting and wrapping a scalar, avoiding unnecessary copying. By Daniel Wennberg. - Added support for fill_value with :py:meth:`~xarray.DataArray.shift` and :py:meth:`~xarray.Dataset.shift` By Maximilian Roos - Bug fixes - Ensure files are automatically closed, if possible, when no longer referenced by a Python variable (:issue:`2560`). By Stephan Hoyer - Fixed possible race conditions when reading/writing to disk in parallel (:issue:`2595`). By Stephan Hoyer - Fix h5netcdf saving scalars with filters or chunks (:issue:`2563`). By Martin Raspaud. - Fix parsing of _Unsigned attribute set by OPENDAP servers. (:issue:`2583`). By Deepak Cherian - Fix failure in time encoding when exporting to netCDF with versions of pandas less than 0.21.1 (:issue:`2623`). By Spencer Clark. - Fix MultiIndex selection to update label and level (:issue:`2619`). By Keisuke Fujii.
* Tue Nov 13 2018 Marketa Calabkova - update to version 0.11.0
* Enhancements + xarray.DataArray.plot.line() can now accept multidimensional coordinate variables as input. hue must be a dimension name in this case. (GH2407) By Deepak Cherian. + Added support for Python 3.7. (GH2271). By Joe Hamman. + Added support for plotting data with pandas.Interval coordinates, such as those created by groupby_bins() By Maximilian Maahn. + Added shift() for shifting the values of a CFTimeIndex by a specified frequency. (GH2244). By Spencer Clark. + Added support for using cftime.datetime coordinates with differentiate(), differentiate(), interp(), and interp(). By Spencer Clark + There is now a global option to either always keep or always discard dataset and dataarray attrs upon operations. The option is set with xarray.set_options(keep_attrs=True), and the default is to use the old behaviour. By Tom Nicholas. + Added a new backend for the GRIB file format based on ECMWF cfgrib python driver and ecCodes C-library. (GH2475) By Alessandro Amici, sponsored by ECMWF. + Resample now supports a dictionary mapping from dimension to frequency as its first argument, e.g., data.resample({\'time\': \'1D\'}).mean(). This is consistent with other xarray functions that accept either dictionaries or keyword arguments. By Stephan Hoyer. + The preferred way to access tutorial data is now to load it lazily with xarray.tutorial.open_dataset(). xarray.tutorial.load_dataset() calls Dataset.load() prior to returning (and is now deprecated). This was changed in order to facilitate using tutorial datasets with dask. By Joe Hamman.
* Bugfixes + FacetGrid now properly uses the cbar_kwargs keyword argument. (GH1504, GH1717) By Deepak Cherian. + Addition and subtraction operators used with a CFTimeIndex now preserve the index’s type. (GH2244). By Spencer Clark. + We now properly handle arrays of datetime.datetime and datetime.timedelta provided as coordinates. (GH2512) By `Deepak Cherian * Wed Sep 26 2018 Arun Persaud - update to version 0.10.9:
* Enhancements + differentiate() and differentiate() are newly added. (GH1332) By Keisuke Fujii. + Default colormap for sequential and divergent data can now be set via set_options() (GH2394) By Julius Busecke. + min_count option is newly supported in sum(), prod() and sum(), and prod(). (GH2230) By Keisuke Fujii. + plot() now accepts the kwargs xscale, yscale, xlim, ylim, xticks, yticks just like Pandas. Also xincrease=False, yincrease=False now use matplotlib’s axis inverting methods instead of setting limits. By Deepak Cherian. (GH2224) + DataArray coordinates and Dataset coordinates and data variables are now displayed as a b … y z rather than a b c d …. (GH1186) By Seth P. + A new CFTimeIndex-enabled cftime_range() function for use in generating dates from standard or non-standard calendars. By Spencer Clark. + When interpolating over a datetime64 axis, you can now provide a datetime string instead of a datetime64 object. E.g. da.interp(time=\'1991-02-01\') (GH2284) By Deepak Cherian. + A clear error message is now displayed if a set or dict is passed in place of an array (GH2331) By Maximilian Roos. + Applying unstack to a large DataArray or Dataset is now much faster if the MultiIndex has not been modified after stacking the indices. (GH1560) By Maximilian Maahn. + You can now control whether or not to offset the coordinates when using the roll method and the current behavior, coordinates rolled by default, raises a deprecation warning unless explicitly setting the keyword argument. (GH1875) By Andrew Huang. + You can now call unstack without arguments to unstack every MultiIndex in a DataArray or Dataset. By Julia Signell. + Added the ability to pass a data kwarg to copy to create a new object with the same metadata as the original object but using new values. By Julia Signell.
* Bug fixes + xarray.plot.imshow() correctly uses the origin argument. (GH2379) By Deepak Cherian. + Fixed DataArray.to_iris() failure while creating DimCoord by falling back to creating AuxCoord. Fixed dependency on var_name attribute being set. (GH2201) By Thomas Voigt. + Fixed a bug in zarr backend which prevented use with datasets with invalid chunk size encoding after reading from an existing store (GH2278). By Joe Hamman. + Tests can be run in parallel with pytest-xdist By Tony Tung. + Follow up the renamings in dask; from dask.ghost to dask.overlap By Keisuke Fujii. + Now raises a ValueError when there is a conflict between dimension names and level names of MultiIndex. (GH2299) By Keisuke Fujii. + Follow up the renamings in dask; from dask.ghost to dask.overlap By Keisuke Fujii. + Now xr.apply_ufunc() raises a ValueError when the size of input_core_dims is inconsistent with the number of arguments. (GH2341) By Keisuke Fujii. + Fixed Dataset.filter_by_attrs() behavior not matching netCDF4.Dataset.get_variables_by_attributes(). When more than one key=value is passed into Dataset.filter_by_attrs() it will now return a Dataset with variables which pass all the filters. (GH2315) By Andrew Barna.
* Wed Jul 18 2018 arunAATTgmx.de- specfile:
* updated dependencies according to setup.py
* removed devel dependency (noarch)
* be more specific in %files section- update to version 0.10.8:
* Xarray no longer supports python 3.4. Additionally, the minimum supported versions of the following dependencies has been updated and/or clarified: + Pandas: 0.18 -> 0.19 + NumPy: 1.11 -> 1.12 + Dask: 0.9 -> 0.16 + Matplotlib: unspecified -> 1.5 (:issue:`2204`). By Joe Hamman.
* Enhancements + :py:meth:`~xarray.DataArray.interp_like` and :py:meth:`~xarray.Dataset.interp_like` methods are newly added. (:issue:`2218`) By Keisuke Fujii. + Added support for curvilinear and unstructured generic grids to :py:meth:`~xarray.DataArray.to_cdms2` and :py:meth:`~xarray.DataArray.from_cdms2` (:issue:`2262`). By Stephane Raynaud.
* Bug fixes + Fixed a bug in zarr backend which prevented use with datasets with incomplete chunks in multiple dimensions (:issue:`2225`). By Joe Hamman. + Fixed a bug in :py:meth:`~Dataset.to_netcdf` which prevented writing datasets when the arrays had different chunk sizes (:issue:`2254`). By Mike Neish. + Fixed masking during the conversion to cdms2 objects by :py:meth:`~xarray.DataArray.to_cdms2` (:issue:`2262`). By Stephane Raynaud. + Fixed a bug in 2D plots which incorrectly raised an error when 2D coordinates weren\'t monotonic (:issue:`2250`). By Fabien Maussion. + Fixed warning raised in :py:meth:`~Dataset.to_netcdf` due to deprecation of effective_get in dask (:issue:`2238`). By Joe Hamman.
* Sun Jun 10 2018 sebix+novell.comAATTsebix.at- update to version 0.10.7:
* Enhancements:
* Plot labels now make use of metadata that follow CF conventions (:issue:`2135`). By Deepak Cherian and Ryan Abernathey.
* Line plots now support facetting with row and col arguments (:issue:`2107`). By Yohai Bar Sinai.
* :py:meth:`~xarray.DataArray.interp` and :py:meth:`~xarray.Dataset.interp` methods are newly added. See :ref:`interpolating values with interp` for the detail. (:issue:`2079`) By Keisuke Fujii.
* Bug fixes:
* Fixed a bug in rasterio backend which prevented use with distributed. The rasterio backend now returns pickleable objects (:issue:`2021`).- update to version 0.10.6:
* Enhancements:
* New PseudoNetCDF backend for many Atmospheric data formats including GEOS-Chem, CAMx, NOAA arlpacked bit and many others. See :ref:`io.PseudoNetCDF` for more details. By Barron Henderson.
* The :py:class:`Dataset` constructor now aligns :py:class:`DataArray` arguments in data_vars to indexes set explicitly in coords, where previously an error would be raised. (:issue:`674`) By Maximilian Roos.
* :py:meth:`~DataArray.sel`, :py:meth:`~DataArray.isel` & :py:meth:`~DataArray.reindex`, (and their :py:class:`Dataset` counterparts) now support supplying a dict as a first argument, as an alternative to the existing approach of supplying kwargs. This allows for more robust behavior of dimension names which conflict with other keyword names, or are not strings. By Maximilian Roos.
* :py:meth:`~DataArray.rename` now supports supplying
*
*kwargs, as an alternative to the existing approach of supplying a dict as the first argument. By Maximilian Roos.
* :py:meth:`~DataArray.cumsum` and :py:meth:`~DataArray.cumprod` now support aggregation over multiple dimensions at the same time. This is the default behavior when dimensions are not specified (previously this raised an error). By Stephan Hoyer
* :py:meth:`DataArray.dot` and :py:func:`dot` are partly supported with older dask<0.17.4. (related to :issue:`2203`) By Keisuke Fujii.
* Xarray now uses Versioneer to manage its version strings. (:issue:`1300`). By Joe Hamman.
* Bug fixes:
* Fixed a regression in 0.10.4, where explicitly specifying dtype=\'S1\' or dtype=str in encoding with to_netcdf() raised an error (:issue:`2149`). Stephan Hoyer
* :py:func:`apply_ufunc` now directly validates output variables (:issue:`1931`). By Stephan Hoyer.
* Fixed a bug where to_netcdf(..., unlimited_dims=\'bar\') yielded NetCDF files with spurious 0-length dimensions (i.e. b, a, and r) (:issue:`2134`). By Joe Hamman.
* Removed spurious warnings with Dataset.update(Dataset) (:issue:`2161`) and array.equals(array) when array contains NaT (:issue:`2162`). By Stephan Hoyer.
* Aggregations with :py:meth:`Dataset.reduce` (including mean, sum, etc) no longer drop unrelated coordinates (:issue:`1470`). Also fixed a bug where non-scalar data-variables that did not include the aggregation dimension were improperly skipped. By Stephan Hoyer
* Fix :meth:`~DataArray.stack` with non-unique coordinates on pandas 0.23 (:issue:`2160`). By Stephan Hoyer
* Selecting data indexed by a length-1 CFTimeIndex with a slice of strings now behaves as it does when using a length-1 DatetimeIndex (i.e. it no longer falsely returns an empty array when the slice includes the value in the index) (:issue:`2165`). By Spencer Clark.
* Fix DataArray.groupby().reduce() mutating coordinates on the input array when grouping over dimension coordinates with duplicated entries (:issue:`2153`). By Stephan Hoyer
* Fix Dataset.to_netcdf() cannot create group with engine=\"h5netcdf\" (:issue:`2177`). By Stephan Hoyer
* Mon May 21 2018 arunAATTgmx.de- update to version 0.10.4:
* Documentation + New FAQ entry, What other projects leverage xarray?. By Deepak Cherian. + Assigning values with indexing now includes examples on how to select and assign values to a DataArray with .loc. By Chiara Lepore.
* Enhancements + Add an option for using a CFTimeIndex for indexing times with non-standard calendars and/or outside the Timestamp-valid range; this index enables a subset of the functionality of a standard pandas.DatetimeIndex. See Non-standard calendars and dates outside the Timestamp-valid range for full details. (GH789, GH1084, GH1252) By Spencer Clark with help from Stephan Hoyer. + Allow for serialization of cftime.datetime objects (GH789, GH1084, GH2008, GH1252) using the standalone cftime library. By Spencer Clark. + Support writing lists of strings as netCDF attributes (GH2044). By Dan Nowacki. + to_netcdf() with engine=\'h5netcdf\' now accepts h5py encoding settings compression and compression_opts, along with the NetCDF4-Python style settings gzip=True and complevel. This allows using any compression plugin installed in hdf5, e.g. LZF (GH1536). By Guido Imperiale. + dot() on dask-backed data will now call dask.array.einsum(). This greatly boosts speed and allows chunking on the core dims. The function now requires dask >= 0.17.3 to work on dask-backed data (GH2074). By Guido Imperiale. + plot.line() learned new kwargs: xincrease, yincrease that change the direction of the respective axes. By Deepak Cherian. + Added the parallel option to open_mfdataset(). This option uses dask.delayed to parallelize the open and preprocessing steps within open_mfdataset. This is expected to provide performance improvements when opening many files, particularly when used in conjunction with dask’s multiprocessing or distributed schedulers (GH1981). By Joe Hamman. + New compute option in to_netcdf(), to_zarr(), and save_mfdataset() to allow for the lazy computation of netCDF and zarr stores. This feature is currently only supported by the netCDF4 and zarr backends. (GH1784). By Joe Hamman.
* Bug fixes + ValueError is raised when coordinates with the wrong size are assigned to a DataArray. (GH2112) By Keisuke Fujii. + Fixed a bug in rolling() with bottleneck. Also, fixed a bug in rolling an integer dask array. (GH2113) By Keisuke Fujii. + Fixed a bug where keep_attrs=True flag was neglected if apply_ufunc() was used with Variable. (GH2114) By Keisuke Fujii. + When assigning a DataArray to Dataset, any conflicted non-dimensional coordinates of the DataArray are now dropped. (GH2068) By Keisuke Fujii. + Better error handling in open_mfdataset (GH2077). By Stephan Hoyer. + plot.line() does not call autofmt_xdate() anymore. Instead it changes the rotation and horizontal alignment of labels without removing the x-axes of any other subplots in the figure (if any). By Deepak Cherian. + Colorbar limits are now determined by excluding ±Infs too. By Deepak Cherian. + Fixed to_iris to maintain lazy dask array after conversion (GH2046). By Alex Hilson and Stephan Hoyer.- changes from version 0.10.3:
* Enhancements + isin() and isin() methods, which test each value in the array for whether it is contained in the supplied list, returning a bool array. See Selecting values with isin for full details. Similar to the np.isin function. By Maximilian Roos. + Some speed improvement to construct DataArrayRolling object (GH1993) By Keisuke Fujii. + Handle variables with different values for missing_value and _FillValue by masking values for both attributes; previously this resulted in a ValueError. (GH2016) By Ryan May.
* Bug fixes + Fixed decode_cf function to operate lazily on dask arrays (GH1372). By Ryan Abernathey. + Fixed labeled indexing with slice bounds given by xarray objects with datetime64 or timedelta64 dtypes (GH1240). By Stephan Hoyer. + Attempting to convert an xarray.Dataset into a numpy array now raises an informative error message. By Stephan Hoyer. + Fixed a bug in decode_cf_datetime where int32 arrays weren’t parsed correctly (GH2002). By Fabien Maussion. + When calling xr.auto_combine() or xr.open_mfdataset() with a concat_dim, the resulting dataset will have that one-element dimension (it was silently dropped, previously) (GH1988). By Ben Root.
* Sat Apr 14 2018 sebix+novell.comAATTsebix.at- temporarily deactivated tests because of minor issues with netCDF library see https://github.com/pydata/xarray/issues/2050- update to version 0.10.3:
* Enhancements - :py:meth:`~xarray.DataArray.isin` and :py:meth:`~xarray.Dataset.isin` methods, which test each value in the array for whether it is contained in the supplied list, returning a bool array. See :ref:`selecting values with isin` for full details. Similar to the ``np.isin`` function. By `Maximilian Roos `_. - Some speed improvement to construct :py:class:`~xarray.DataArrayRolling` object (:issue:`1993`) By `Keisuke Fujii `_. - Handle variables with different values for ``missing_value`` and ``_FillValue`` by masking values for both attributes; previously this resulted in a ``ValueError``. (:issue:`2016`) By `Ryan May `_.
* Bug fixes - Fixed ``decode_cf`` function to operate lazily on dask arrays (:issue:`1372`). By `Ryan Abernathey `_. - Fixed labeled indexing with slice bounds given by xarray objects with datetime64 or timedelta64 dtypes (:issue:`1240`). By `Stephan Hoyer `_. - Attempting to convert an xarray.Dataset into a numpy array now raises an informative error message. By `Stephan Hoyer `_. - Fixed a bug in decode_cf_datetime where ``int32`` arrays weren\'t parsed correctly (:issue:`2002`). By `Fabien Maussion `_. - When calling `xr.auto_combine()` or `xr.open_mfdataset()` with a `concat_dim`, the resulting dataset will have that one-element dimension (it was silently dropped, previously) (:issue:`1988`). By `Ben Root `_.
* Sat Mar 24 2018 arunAATTgmx.de- update to version 0.10.2:
* Backwards incompatible changes + The addition of __array_ufunc__ for xarray objects (see below) means that NumPy ufunc methods (e.g., np.add.reduce) that previously worked on xarray.DataArray objects by converting them into NumPy arrays will now raise NotImplementedError instead. In all cases, the work-around is simple: convert your objects explicitly into NumPy arrays before calling the ufunc (e.g., with .values).
* Enhancements + Added dot(), equivalent to np.einsum(). Also, dot() now supports dims option, which specifies the dimensions to sum over. (GH1951) By Keisuke Fujii. + Support for writing xarray datasets to netCDF files (netcdf4 backend only) when using the dask.distributed scheduler (GH1464). By Joe Hamman. + Support lazy vectorized-indexing. After this change, flexible indexing such as orthogonal/vectorized indexing, becomes possible for all the backend arrays. Also, lazy transpose is now also supported. (GH1897) By Keisuke Fujii. + Implemented NumPy’s __array_ufunc__ protocol for all xarray objects (GH1617). This enables using NumPy ufuncs directly on xarray.Dataset objects with recent versions of NumPy (v1.13 and newer): In [1]: ds = xr.Dataset({\'a\': 1}) In [2]: np.sin(ds) Out[2]: Dimensions: () Data variables: a float64 0.8415 This obliviates the need for the xarray.ufuncs module, which will be deprecated in the future when xarray drops support for older versions of NumPy. By Stephan Hoyer. + Improve rolling() logic. DataArrayRolling() object now supports construct() method that returns a view of the DataArray / Dataset object with the rolling-window dimension added to the last axis. This enables more flexible operation, such as strided rolling, windowed rolling, ND-rolling, short-time FFT and convolution. (GH1831, GH1142, GH819) By Keisuke Fujii. + line() learned to make plots with data on x-axis if so specified. (GH575) By Deepak Cherian.
* Bug fixes + Raise an informative error message when using apply_ufunc with numpy v1.11 (GH1956). By Stephan Hoyer. + Fix the precision drop after indexing datetime64 arrays (GH1932). By Keisuke Fujii. + Silenced irrelevant warnings issued by open_rasterio (GH1964). By Stephan Hoyer. + Fix kwarg colors clashing with auto-inferred cmap (GH1461) By Deepak Cherian. + Fix imshow() error when passed an RGB array with size one in a spatial dimension. By Zac Hatfield-Dodds.
* Sun Mar 04 2018 jengelhAATTinai.de- Replace future goals and aims by present capabilities.
* Thu Mar 01 2018 sebix+novell.comAATTsebix.at- update to version 0.10.1:
* please see upstream changelog at: https://github.com/pydata/xarray/blob/v0.10.1/doc/whats-new.rst- remove check boundary condition- run spec-cleaner- use %license for license
* Tue Aug 15 2017 toddrme2178AATTgmail.com- Implement single-spec version- Update to 0.9.6
* Please see changelog at: https://github.com/pydata/xarray/blob/v0.9.6/doc/whats-new.rst
* Thu Jan 28 2016 toddrme2178AATTgmail.com- Rename package to python3-xray to match upstream naming.- update to version 0.7.0:
* The project formerly known as \"xray\" is now \"xarray\", pronounced \"x-array\"! This avoids a namespace conflict with the entire field of x-ray science. Renaming our project seemed like the right thing to do, especially because some scientists who work with actual x-rays are interested in using this project in their work. Thanks for your understanding and patience in this transition.
* Breaking changes - The internal data model used by :py:class:`~xray.DataArray` has been rewritten to fix several outstanding issues. Internally, ``DataArray`` is now implemented in terms of ``._variable`` and ``._coords`` attributes instead of holding variables in a ``Dataset`` object. - It is no longer possible to convert a DataArray to a Dataset with :py:meth:`xray.DataArray.to_dataset` if it is unnamed. This will now raise ``ValueError``. If the array is unnamed, you need to supply the ``name`` argument.
* Enhancements - Basic support for :py:class:`~pandas.MultiIndex` coordinates on xray objects, including indexing, :py:meth:`~DataArray.stack` and :py:meth:`~DataArray.unstack`: - Support for reading GRIB, HDF4 and other file formats via PyNIO_. See :ref:`io.pynio` for more details. - Better error message when a variable is supplied with the same name as one of its dimensions. - Plotting: more control on colormap parameters (:issue:`642`). ``vmin`` and ``vmax`` will not be silently ignored anymore. Setting ``center=False`` prevents automatic selection of a divergent colormap. - New :py:meth:`~xray.Dataset.shift` and :py:meth:`~xray.Dataset.roll` methods for shifting/rotating datasets or arrays along a dimension - Assigning a ``pandas`` object directly as a ``Dataset`` variable is now permitted. Its index names correspond to the ``dims`` of the ``Dataset``, and its data is aligned. - Passing a :py:class:`pandas.DataFrame` or :py:class:`pandas.Panel` to a Dataset constructor is now permitted. - New function :py:func:`~xray.broadcast` for explicitly broadcasting ``DataArray`` and ``Dataset`` objects against each other.
* Bug fixes - Fixes for several issues found on ``DataArray`` objects with the same name as one of their coordinates (see :ref:`v0.7.0.breaking` for more details). - ``DataArray.to_masked_array`` always returns masked array with mask being an array (not a scalar value) (:issue:`684`) - Allows for (imperfect) repr of Coords when underlying index is PeriodIndex (:issue:`645`). - Fixes for several issues found on ``DataArray`` objects with the same name as one of their coordinates (see :ref:`v0.7.0.breaking` for more details). - Attempting to assign a ``Dataset`` or ``DataArray`` variable/attribute using attribute-style syntax (e.g., ``ds.foo = 42``) now raises an error rather than silently failing (:issue:`656`, :issue:`714`). - You can now pass pandas objects with non-numpy dtypes (e.g., ``categorical`` or ``datetime64`` with a timezone) into xray without an error (:issue:`716`).- update to version 0.6.1:
* The handling of colormaps and discrete color lists for 2D plots in :py:meth:`~xray.DataArray.plot` was changed to provide more compatibility with matplotlib\'s contour and contourf functions (:issue:`538`). Now discrete lists of colors should be specified using colors keyword, rather than cmap.
* Faceted plotting through :py:class:`~xray.plot.FacetGrid` and the :py:meth:`~xray.plot.plot` method. See :ref:`plotting.faceting` for more details and examples.
* :py:meth:`~xray.Dataset.sel` and :py:meth:`~xray.Dataset.reindex` now support the tolerance argument for controlling nearest-neighbor selection (:issue:`629`): This feature requires pandas v0.17 or newer.
* New encoding argument in :py:meth:`~xray.Dataset.to_netcdf` for writing netCDF files with compression, as described in the new documentation section on :ref:`io.netcdf.writing_encoded`.
* Add :py:attr:`~xray.Dataset.real` and :py:attr:`~xray.Dataset.imag` attributes to Dataset and DataArray (:issue:`553`).
* More informative error message with :py:meth:`~xray.Dataset.from_dataframe` if the frame has duplicate columns.
* xray now uses deterministic names for dask arrays it creates or opens from disk. This allows xray users to take advantage of dask\'s nascent support for caching intermediate computation results. See :issue:`555` for an example.
* Forwards compatibility with the latest pandas release (v0.17.0). We were using some internal pandas routines for datetime conversion, which unfortunately have now changed upstream (:issue:`569`).
* Aggregation functions now correctly skip NaN for data for complex128 dtype (:issue:`554`).
* Fixed indexing 0d arrays with unicode dtype (:issue:`568`).
* :py:meth:`~xray.DataArray.name` and Dataset keys must be a string or None to be written to netCDF (:issue:`533`).
* :py:meth:`~xray.DataArray.where` now uses dask instead of numpy if either the array or other is a dask array. Previously, if other was a numpy array the method was evaluated eagerly.
* Global attributes are now handled more consistently when loading remote datasets using engine=\'pydap\' (:issue:`574`).
* It is now possible to assign to the .data attribute of DataArray objects.
* coordinates attribute is now kept in the encoding dictionary after decoding (:issue:`610`).
* Compatibility with numpy 1.10 (:issue:`617- update to version 0.6.0:
* Plotting methods have been implemented on DataArray objects :py:meth:`~xray.DataArray.plot` through integration with matplotlib (:issue:`185`). For an introduction, see :ref:`plotting`.
* Variables in netCDF files with multiple missing values are now decoded as NaN after issuing a warning if open_dataset is called with mask_and_scale=True.
* We clarified our rules for when the result from an xray operation is a copy vs. a view (see :ref:`copies vs views` for more details).
* Dataset variables are now written to netCDF files in order of appearance when using the netcdf4 backend (:issue:`479`).
* Added :py:meth:`~xray.Dataset.isel_points` and :py:meth:`~xray.Dataset.sel_points` to support pointwise indexing of Datasets and DataArrays (:issue:`475`).
* New :py:meth:`~xray.Dataset.where` method for masking xray objects according to some criteria. This works particularly well with multi-dimensional data:
* Added new methods :py:meth:`DataArray.diff ` and :py:meth:`Dataset.diff ` for finite difference calculations along a given axis.
* New :py:meth:`~xray.DataArray.to_masked_array` convenience method for returning a numpy.ma.MaskedArray.
* Added new flag \"drop_variables\" to :py:meth:`~xray.open_dataset` for excluding variables from being parsed. This may be useful to drop variables with problems or inconsistent values.
* Fixed aggregation functions (e.g., sum and mean) on big-endian arrays when bottleneck is installed (:issue:`489`).
* Dataset aggregation functions dropped variables with unsigned integer dtype (:issue:`505`).
* .any() and .all() were not lazy when used on xray objects containing dask arrays.
* Fixed an error when attempting to saving datetime64 variables to netCDF files when the first element is NaT (:issue:`528`).
* Fix pickle on DataArray objects (:issue:`515`).
* Fixed unnecessary coercion of float64 to float32 when using netcdf3 and netcdf4_classic formats (:issue:`526`).
* Tue Jul 14 2015 toddrme2178AATTgmail.com- Initial version