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GitHub - Data Extraction

The file ../data/RPackage-Repositories-150101-150601.csv contains a list of GitHub repositories that are candidates to store a package related to R. Those candidates were collected from the activity on GitHub between 15-01 and 15-06. Those candidates all contain a DESCRIPTION file at the root of the repository.

We git clone-ed each of those repository. This notebook will parse those git repositories and extract the DESCRIPTION file of each commit.





In [9]:



    


import pandas
from datetime import date

We will make use of the following commands:

  • git clone <url> <path> where is the url of the repository and is the location to store the repository.
  • git log --follow --format="%H/%ci" <path> where will be DESCRIPTION. The output of this command is a list of / for this file.
  • git show <commit>:<path> where is the considered commit, and will be DESCRIPTION. This command outputs the content of the file at the given commit.




In [10]:



    


github = pandas.DataFrame.from_csv('../data/RPackage-Repositories-150101-150601.csv')
repositories = github[['owner.login', 'name']].rename(columns={'owner.login': 'owner', 'name': 'repositories'})

FILENAME = '../data/github-raw-150601.csv'

# Root of the directory where the repositories were collected
GIT_DIR = '/data/github/'

We will retrieve a lot of data, we can benefit from IPython's parallel computation tool.

To use this notebook, you need either to configure your IPController or to start a cluster of IPython nodes, using ipcluster start -n 4 for example. See https://ipython.org/ipython-doc/dev/parallel/parallel_process.html for more information.

It seems that most recent versions of IPython Notebook can directly start cluster from the web interface, under the Cluster tab.





In [11]:



    


from IPython import parallel
clients = parallel.Client()
clients.block = False # asynchronous computations
print 'Clients:', str(clients.ids)



    


















    






Clients: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11]

















In [12]:



    


def get_data_from((owner, repository)):
    # Move to target directory
    try:
        os.chdir(os.path.join(GIT_DIR, owner, repository))
    except OSError as e: 
        # Should happen when directory does not exist
        return []
    
    data_list = []
    
    # Get commits for DESCRIPTION
    try:
        commits = subprocess.check_output(['git', 'log', '--format=%H/%ci', '--', 'DESCRIPTION'])
    except subprocess.CalledProcessError as e:
        # Should not happen!?
        raise Exception(owner + ' ' + repository + '/ log : ' + e.output)
        
    for commit in [x for x in commits.split('\n') if len(x.strip())!=0]:
        commit_sha, date = map(lambda x: x.strip(), commit.split('/'))
        
        # Get file content
        try:
            content = subprocess.check_output(['git', 'show', '{id}:{path}'.format(id=commit_sha, path='DESCRIPTION')])
        except subprocess.CalledProcessError as e:
            # Could happen when DESCRIPTION was added in this commit. Silently ignore
            continue
        
        try:
            metadata = deb822.Deb822(content.split('\n'))
        except Exception as e: 
            # I don't known which are the exceptions that Deb822 may throw!
            continue # Go further
            
        data = {}
        
        for md in ['Package', 'Version', 'License', 'Imports', 'Suggests', 'Depends', 'Author', 'Authors', 'Maintainer']:
            data[md] = metadata.get(md, '')
        
        data['CommitDate'] = date
        data['Owner'] = owner
        data['Repository'] = repository
        data_list.append(data)

    # Return to root directory
    os.chdir(GIT_DIR)
    return data_list



    











In [13]:



    


data = []

clients[:].execute('import subprocess, os')
clients[:].execute('from debian import deb822')
clients[:]['GIT_DIR'] = GIT_DIR

balanced = clients.load_balanced_view()

items = [(owner, repo) for idx, (owner, repo) in repositories.iterrows()]

print len(items), 'items'
    
res = balanced.map(get_data_from, items, ordered=False, timeout=15)

import time
while not res.ready():
    time.sleep(5)
    print res.progress, ' ', 
    
for result in res.result:
    data.extend(result)



    


















    






6533 items
818   1229   1865   2408   2983   3536   4123   4685   5212   5825   6406   6533  

















In [14]:



    


df = pandas.DataFrame.from_records(data)
df.to_csv(FILENAME, encoding='utf-8')
print len(df), 'items'
print len(df.drop_duplicates(['Package'])), 'packages'
print len(df.drop_duplicates(['Owner', 'Repository'])), 'repositories'
print len(df.drop_duplicates(['Package', 'Version'])), 'pairs (package, version)'



    


















    






101208 items
6293 packages
6513 repositories
68833 pairs (package, version)

















In [15]:



    


df



    


















    
Out[15]:










  
    

      
      Author
      Authors
      CommitDate
      Depends
      Imports
      License
      Maintainer
      Owner
      Package
      Repository
      Suggests
      Version
    

  
  
    

      0     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2015-04-16 20:02:44 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.35.0
    

    

      1     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2015-04-16 19:42:01 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.34.0
    

    

      2     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2014-10-13 21:47:41 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.33.0
    

    

      3     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2014-10-13 21:38:33 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.32.0
    

    

      4     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2014-04-11 21:21:21 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.31.0
    

    

      5     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2014-04-11 21:07:21 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.30.0
    

    

      6     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2014-03-04 22:12:21 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.29.2
    

    

      7     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2013-10-18 19:59:46 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.29.1
    

    

      8     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2013-10-14 21:47:19 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.29.0
    

    

      9     
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2013-10-14 21:29:21 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.28.0
    

    

      10    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2013-04-03 22:06:11 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.27.0
    

    

      11    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2013-04-03 21:32:27 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.26.0
    

    

      12    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2012-10-01 22:43:56 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.25.0
    

    

      13    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2012-10-01 22:16:24 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.24.0
    

    

      14    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2012-03-30 22:15:56 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.23.0
    

    

      15    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2012-03-30 22:05:02 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.22.0
    

    

      16    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2011-10-31 23:12:28 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.21.0
    

    

      17    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2011-10-31 22:59:03 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.20.0
    

    

      18    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2011-04-13 22:36:43 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.19.0
    

    

      19    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2011-04-13 22:27:35 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.18.0
    

    

      20    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2010-10-18 05:57:44 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.17.0
    

    

      21    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2010-10-18 05:34:23 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.16.0
    

    

      22    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2010-04-22 18:45:15 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.15.0
    

    

      23    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2010-04-22 18:21:23 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.14.0
    

    

      24    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2009-10-27 23:45:24 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.13.0
    

    

      25    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2009-10-27 23:33:29 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.12.0
    

    

      26    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2009-09-06 03:06:55 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
                        GPL (>= 2)
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.11.1
    

    

      27    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2009-04-20 23:44:07 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
            GPL version 2 or newer
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.11.0
    

    

      28    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2009-04-20 23:24:12 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
            GPL version 2 or newer
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
       1.10.0
    

    

      29    
       Yann Ruffieux, contributions from Debjani Bhow...
       
       2009-03-24 23:31:29 +0000
                                      R (>= 2.6.0),stats
       Biobase, graphics, grDevices, methods, stats, ...
            GPL version 2 or newer
                  Yann Ruffieux <yann.ruffieux@epfl.ch>
       Bioconductor-mirror
       lapmix
       lapmix
                                                        
        1.9.2
    

    

      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
    

    

      101178
       Kevin M. Middleton <middletonk@missouri.edu>, ...
       
       2012-10-01 09:56:56 -0500
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
           Kevin M. Middleton <middletonk@missouri.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
        0.2-5
    

    

      101179
       Kevin M. Middleton <middletonk@missouri.edu>, ...
       
       2012-07-29 09:10:20 -0500
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
           Kevin M. Middleton <middletonk@missouri.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
        0.2-4
    

    

      101180
       Kevin M. Middleton <middletonk@missouri.edu>, ...
       
       2012-07-28 16:41:35 -0500
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
           Kevin M. Middleton <middletonk@missouri.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
        0.2-3
    

    

      101181
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-07-28 16:35:37 -0500
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
        0.2-3
    

    

      101182
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-04-03 22:50:37 -0700
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
        0.2-2
    

    

      101183
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-03-29 17:03:25 -0400
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
        0.2-1
    

    

      101184
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-03-29 16:57:22 -0400
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
        0.2-1
    

    

      101185
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-03-09 12:58:13 -0800
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
       0.1-24
    

    

      101186
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-02-16 11:13:37 -0500
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
       0.1-24
    

    

      101187
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-02-16 11:08:29 -0500
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
       0.1-24
    

    

      101188
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-02-16 00:22:31 -0800
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
       0.1-24
    

    

      101189
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-02-16 02:11:10 -0500
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
       0.1-24
    

    

      101190
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-02-16 01:07:42 -0500
       \n    R (>= 2.10),\n    nlme,\n    lattice,\n ...
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
       \n    boot,\n    car,\n    ggplot2,\n    plyr,...
       0.1-24
    

    

      101191
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-02-16 00:28:23 -0500
                R (>= 2.10), nlme, lattice, grid, mosaic
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
                boot, car, ggplot2, plyr, HH, vcd, Hmisc
       0.1-24
    

    

      101192
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-02-16 00:10:41 -0500
                R (>= 2.10), nlme, lattice, grid, mosaic
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
                boot, car, ggplot2, plyr, HH, vcd, Hmisc
       0.1-24
    

    

      101193
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2012-02-15 20:51:05 -0800
                        R (>= 2.10), nlme, lattice, grid
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
                boot, car, ggplot2, plyr, HH, vcd, Hmisc
       0.1-24
    

    

      101194
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2011-10-21 11:33:38 -0700
                        R (>= 2.10), nlme, lattice, grid
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
                boot, car, ggplot2, plyr, HH, vcd, Hmisc
       0.1-23
    

    

      101195
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2011-09-12 17:28:25 -0700
                        R (>= 2.10), nlme, lattice, grid
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
                boot, car, ggplot2, plyr, HH, vcd, Hmisc
       0.1-22
    

    

      101196
       Kevin M. Middleton <kmm@csusb.edu>, Randall Pr...
       
       2011-08-07 17:52:52 -0700
                        R (>= 2.10), nlme, lattice, grid
                                                        
                             GPL-2
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
                boot, car, ggplot2, HH, plyr, vcd, Hmisc
       0.1-18
    

    

      101197
                                      Kevin M. Middleton
       
       2009-12-07 01:26:16 +0000
                                                        
                                                        
                               GPL
                     Kevin M. Middleton <kmm@csusb.edu>
                kmiddleton
          abd
          abd
                                                        
          0.1
    

    

      101198
       Lars Kotthoff [aut,cre],\n    Bernd Bischl [au...
       
       2015-02-03 00:00:00 +0000
                               R (>= 2.10), mlr (>= 2.1)
                  rJava, parallelMap, ggplot2, checkmate
       BSD_3_clause + file LICENSE
       Lars Kotthoff <lars.kotthoff@insight-centre.org>
                      cran
        llama
        llama
                                  testthat, ParamHelpers
        0.8.1
    

    

      101199
       Lars Kotthoff [aut,cre],\n    Bernd Bischl [au...
       
       2015-01-31 00:00:00 +0000
                               R (>= 2.10), mlr (>= 2.1)
                  rJava, parallelMap, ggplot2, checkmate
       BSD_3_clause + file LICENSE
       Lars Kotthoff <lars.kotthoff@insight-centre.org>
                      cran
        llama
        llama
                                  testthat, ParamHelpers
          0.8
    

    

      101200
       Lars Kotthoff [aut,cre],\n    Bernd Bischl [au...
       
       2014-09-20 00:00:00 +0000
                               R (>= 2.10), mlr (>= 2.1)
                                plyr, rJava, parallelMap
       BSD_3_clause + file LICENSE
       Lars Kotthoff <lars.kotthoff@insight-centre.org>
                      cran
        llama
        llama
                       FSelector, testthat, ParamHelpers
        0.7.2
    

    

      101201
       Lars Kotthoff [aut,cre],\n    Bernd Bischl [au...
       
       2014-08-13 00:00:00 +0000
                               R (>= 2.10), mlr (>= 2.1)
                                plyr, rJava, parallelMap
       BSD_3_clause + file LICENSE
       Lars Kotthoff <lars.kotthoff@insight-centre.org>
                      cran
        llama
        llama
                       FSelector, testthat, ParamHelpers
        0.7.1
    

    

      101202
       Lars Kotthoff [aut,cre],\n    Bernd Bischl [au...
       
       2014-07-22 00:00:00 +0000
                               R (>= 2.10), mlr (>= 2.1)
                                plyr, rJava, parallelMap
       BSD_3_clause + file LICENSE
       Lars Kotthoff <lars.kotthoff@insight-centre.org>
                      cran
        llama
        llama
                       FSelector, testthat, ParamHelpers
          0.7
    

    

      101203
       Lars Kotthoff [aut, cre],\n    Barry Hurley [c...
       
       2014-04-29 00:00:00 +0000
                                             R (>= 2.10)
                                plyr, rJava, parallelMap
       BSD_3_clause + file LICENSE
                       Lars Kotthoff <larsko@4c.ucc.ie>
                      cran
        llama
        llama
            RWeka, FSelector, e1071, flexclust, testthat
          0.6
    

    

      101204
       Lars Kotthoff [aut, cre],\n    Barry Hurley [c...
       
       2014-01-15 00:00:00 +0000
                                                        
                                plyr, rJava, parallelMap
       BSD_3_clause + file LICENSE
                       Lars Kotthoff <larsko@4c.ucc.ie>
                      cran
        llama
        llama
            RWeka, FSelector, e1071, flexclust, testthat
        0.5.1
    

    

      101205
            Lars Kotthoff, contributions by Barry Hurley
       
       2013-07-05 00:00:00 +0000
                                                        
                                           plyr, foreach
                               BSD
                       Lars Kotthoff <larsko@4c.ucc.ie>
                      cran
        llama
        llama
            RWeka, FSelector, e1071, flexclust, testthat
          0.4
    

    

      101206
            Lars Kotthoff, contributions by Barry Hurley
       
       2013-05-14 00:00:00 +0000
                                                        
                                           plyr, foreach
                               BSD
                       Lars Kotthoff <larsko@4c.ucc.ie>
                      cran
        llama
        llama
            RWeka, FSelector, e1071, flexclust, testthat
          0.2
    

    

      101207
            Lars Kotthoff, contributions by Barry Hurley
       
       2013-04-02 00:00:00 +0000
                                                        
                                           plyr, foreach
                               BSD
                       Lars Kotthoff <larsko@4c.ucc.ie>
                      cran
        llama
        llama
            RWeka, FSelector, e1071, flexclust, testthat
          0.1
    

  



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