fix index

Author: alimanfoo

docs/index.rst

@@ -20,29 +20,34 @@ Highlights
 Status
 ------
 
-Zarr is still in an early, experimental phase of development. Feedback and bug
+Zarr is still in an early phase of development. Feedback and bug
 reports are very welcome, please get in touch via the `GitHub issue
 tracker <https://github.com/alimanfoo/zarr/issues>`_.
 
 Installation
 ------------
 
-Install from PyPI::
+Zarr depends on NumPy. It is generally best to `install NumPy
+<http://docs.scipy.org/doc/numpy/user/install.html>`_ first using
+whatever method is most appropriate for you operating system and
+Python distribution.
+
+Install Zarr from PyPI::
 
     $ pip install zarr
 
-Alternatively, install via conda::
+Alternatively, install Zarr via conda::
 
     $ conda install -c conda-forge zarr
   
-Please note that Zarr includes a C extension providing integration
-with the Blosc library. Installing via conda or installing on Windows
-via pip will install a pre-compiled binary distribution. However, if
-you have a newer CPU that supports the AVX2 instruction set (e.g.,
-Intel Haswell, Broadwell or Skylake) then compiling from source is
-preferable, as the Blosc library includes some optimisations for those
-architectures::
-
+Zarr includes a C extension providing integration with the Blosc_
+library. Installing on any operating system via conda or installing on
+Windows via pip will install a pre-compiled binary
+distribution. However, if you have a newer CPU that supports the AVX2
+instruction set (e.g., Intel Haswell, Broadwell or Skylake) then
+compiling from source is preferable as the Blosc library includes some
+optimisations for AVX2::
+  
     $ pip install --no-binary=:all: zarr
  
 To work with Zarr source code in development, install from GitHub::
@@ -51,7 +56,12 @@ To work with Zarr source code in development, install from GitHub::
     $ cd zarr
     $ python setup.py install
 
+To verify that Zarr has been fully installed (including the Blosc
+extension) run the test suite::
 
+    $ pip install nose zict heapdict
+    $ python -m nose -v zarr
+  
 Contents
 --------
 

docs/release.rst

@@ -62,12 +62,6 @@ dependency. Manual installation of NumPy prior to installing Zarr is
 still recommended, however, as the automatic installation of NumPy may
 fail or be sub-optimal on some platforms.
 
-The :mod:`zarr.blosc` Cython extension is now optional and compilation
-will only be attempted on posix systems; other systems will fall back
-to a pure-Python installation (`#25
-<https://github.com/alimanfoo/zarr/issues/25>`_). On these systems
-only 'zlib', 'bz2' and 'lzma' compression will be available.
-
 Some optimizations have been made within the :mod:`zarr.blosc`
 extension to avoid unnecessary memory copies, giving a ~10-20%
 performance improvement for multi-threaded compression operations.
@@ -99,6 +93,13 @@ A bug has been fixed within the ``__getitem__`` and ``__setitem__``
 machinery for slicing arrays, to properly handle getting and setting
 partial slices.
 
+Acknowledgments
+~~~~~~~~~~~~~~~
+
+Thanks to Matthew Rocklin (mrocklin_), Stephan Hoyer (shoyer_),
+Francesc Alted (FrancescAlted_), Anthony Scopatz (scopatz_) and Martin
+Durant (martindurant_) for contributions and comments.
+
 .. _release_0.4.0:
 
 0.4.0
@@ -115,3 +116,8 @@ See `v0.4.0 release notes on GitHub
 See `v0.3.0 release notes on GitHub
 <https://github.com/alimanfoo/zarr/releases/tag/v0.3.0>`_.
 
+.. _mrocklin: https://github.com/mrocklin
+.. _shoyer: https://github.com/shoyer
+.. _scopatz: https://github.com/scopatz
+.. _martindurant: https://github.com/martindurant
+.. _FrancescAlted: https://github.com/FrancescAlted

docs/tutorial.rst

@@ -414,6 +414,13 @@ because items within a Zip file cannot be updated in place. This means
 that data in the array should only be written once and write
 operations should be aligned with chunk boundaries.
 
+The Dask project has implementations of the ``MutableMapping``
+interface for distributed storage systems, see the `S3Map
+<http://s3fs.readthedocs.io/en/latest/api.html#s3fs.mapping.S3Map>`_
+and `HDFSMap
+<https://github.com/dask/hdfs3/blob/master/hdfs3/mapping.py>`_
+classes.
+
 .. _tutorial_tips_chunks:
 
 Chunk size and shape

requirements_test.txt

@@ -7,3 +7,4 @@ coverage
 flake8
 heapdict
 zict
+twine