Skip to main content

Installing HDF5

HDF5 is a data file format specification with some opensource libraries. Matlab version 7.3 and above are supposed to store data in this format. You can load these files into Python using the h5py library.

IMPORTANT:
  1. Due to an incompatibility with HDF5 1.8.5 h5py tests (and operation) will fail. Using 1.8.4 or earlier should resolve the issue. (issue 124)
  2. When installing h5py  change to super user account (su) rather than sudo because you need some environment variables to be set during the installation
Install HDF5 on your machine

Following instructions from http://www.hdfgroup.org/ftp/HDF5/current/src/unpacked/release_docs/INSTALL

  1. grab the bz2 file
  2. ftp://ftp.hdfgroup.org/HDF5/prev-releases/hdf5-1.8.4-patch1/src/hdf5-1.8.4-patch1.tar.bz2
  3. bunzip2 hdf5-1.8.4-patch1.tar.bz2
  4. tar -xvf hdf5-1.8.4-patch1
  5. cd hdf5-1.8.4-patch1
  6. ./configure --prefix=/usr/local/hdf5
  7. make
  8. make check
  9. sudo make install
  10. make check-install
Install h5py

  1. su
  2. export HDF5_DIR=/usr/local/hdf5/
  3. export HDF5_API=18
  4. easy_install h5py
How to recover if you did use HDF 1.8.5:
  1. Download, compile and install the correct version of HDF (as above)
  2. Get rid of the h5py egg compiled against this by doing:
    sudo easy_install -m h5py to get rid of paths etc.
    rm -r /Library/Frameworks/Python.framework/Versions/2.6/lib/python2.6/site-packages/h5py-1.3.0-py2.6-macosx-10.3-fat.egg (or where ever your egg is, to get rid of the compiled version)
  3. reinstall
  4. run tests to be sure

    Comments

    Popular posts from this blog

    Remove field code from Word document

    e.g. before submitting a MS, or hand manipulating some formatting because Word does things (like cross-references) so half-assed [from here ] Select all the text (CTRL-A) Press Ctrl+Shift+F9 Editing to remove anonymous comments that only contain thanks. I really appreciate the thanks, but it makes it harder to find comments that carry pertinent information. I'm also going to try and paste informative comments in the body of the post to make them easier to find.

    h5py and multiprocessing

    The HDF5 format has been working awesome for me, but I ran into danger when I started to mix it with multiprocessing. It was the worst kind of danger: the intermittent error. Here are the dangers/issues in order of escalation (TL;DR is use a generator to feed data from your file into the child processes as they spawn. It's the easiest way. Read on for harder ways.) An h5py file handle can't be pickled and therefore can't be passed as an argument using pool.map() If you set the handle as a global and access it from the child processes you run the risk of racing which leads to corrupted reads. My personal runin was that my code sometimes ran fine but sometimes would complain that there are NaNs or Infinity in the data. This wasted some time tracking down. Other people have had this kind of problem [ 1 ]. Same problem if you pass the filename and have the different processes open individual instances of the file separately. The hard way to solve this problem is to sw...

    Reading spreadsheet data in Python: The lack of a good ODS reader

    I try and keep long term data in as simple a format as possible, which means text where ever possible. In earlier times I would enter data in excel spreadsheets and then read them from my Python programs using the xlrd package which is excellent. This works well, but in the back of my mind is the thought that someday Microsoft might do something funny with their business model making office software more janky to use and all my fears about keeping data in proprietary formats would come true. Oh, look, that day is today . So, I'm completely abandoning the MS Office suite and going back to basic text files. However, there is a tension between keeping tabulated data in a simple form, such as csv, and entering it in a convenient manner. Excel, of course, nags you everytime you edit a csv file and save it. Libreoffice is excellent: it handles loading and saving in a very streamlined fashion. However, every time you open up the csv file you need to tell Calc what widths you want...