In [1]:
from metrique import pyclient # main api interface
In [2]:
osinfo_rpm = pyclient(cube='osinfo_rpm', name='localhost_rpms') # find and initialize the osinfo_rpm cube
In [5]:
osinfo_rpm.get_objects() # run the rpm -qa ... and build a list of dicts with the info we seek
Out[5]:
<metrique.cubes.osinfo.rpm.Rpm at 0x3fba850>
In [6]:
print 'Total RPMs: %s' % len(osinfo_rpm)
print 'Example Object:'
osinfo_rpm.container[0:1]
Total RPMs: 2005
Example Object:
Out[6]:
[{u'__v__': u'0.3.2-1',
u'_e': {},
u'_end': None,
u'_hash': u'12cc01ee7fe4f059d61780ba5fddef97a5b28f24',
u'_id': u'cward.brq.redhat.com__AdobeReader_enu-9.5.5-1.i486',
u'_oid': u'cward.brq.redhat.com__AdobeReader_enu-9.5.5-1.i486',
u'_start': 1405522262.92113,
u'_v': 0,
u'arch': u'i486',
u'host': 'cward.brq.redhat.com',
u'license': u'Commercial',
u'name': u'AdobeReader_enu',
u'nvra': u'AdobeReader_enu-9.5.5-1.i486',
u'os': u'linux',
u'packager': u'Adobe Systems, Incorporated',
u'platform': u'i486-redhat-linux-gnu',
u'release': u'1',
u'sourcepackage': None,
u'sourcerpm': u'AdobeReader_enu-9.5.5-1.src.rpm',
u'summary': u'Adobe Reader, an application to easily view, print and collaborate on PDF files.',
u'version': u'9.5.5'}]
Data can be persisted and queried
In [7]:
_ids = osinfo_rpm.container.flush()
Out[7]:
[u'cward.brq.redhat.com__AdobeReader_enu-9.5.5-1.i486',
u'cward.brq.redhat.com__Field3D-1.3.2-12.fc20.x86_64',
u'cward.brq.redhat.com__GConf2-3.2.6-7.fc20.x86_64',
u'cward.brq.redhat.com__GREYCstoration-2.8-16.fc20.x86_64',
u'cward.brq.redhat.com__GeoIP-1.5.1-3.fc20.x86_64',
u'cward.brq.redhat.com__ImageMagick-6.8.6.3-4.fc20.x86_64',
u'cward.brq.redhat.com__ImageMagick-c++-6.8.6.3-4.fc20.x86_64',
u'cward.brq.redhat.com__ImageMagick-libs-6.8.6.3-4.fc20.x86_64',
u'cward.brq.redhat.com__LibRaw-0.15.4-1.fc20.x86_64',
u'cward.brq.redhat.com__ModemManager-1.1.0-2.git20130913.fc20.x86_64',
u'cward.brq.redhat.com__ModemManager-glib-1.1.0-2.git20130913.fc20.x86_64',
u'cward.brq.redhat.com__NetworkManager-0.9.9.0-38.git20131003.fc20.x86_64',
u'cward.brq.redhat.com__NetworkManager-glib-0.9.9.0-38.git20131003.fc20.x86_64',
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u'cward.brq.redhat.com__libertas-usb8388-firmware-20140317-37.gitdec41bce.fc20.noarch',
u'cward.brq.redhat.com__libestr-0.1.9-1.fc20.x86_64',
u'cward.brq.redhat.com__libetonyek-0.0.4-1.fc20.x86_64',
u'cward.brq.redhat.com__libevdev-1.2-04compat.1.fc20.x86_64',
u'cward.brq.redhat.com__libevent-2.0.21-3.fc20.x86_64',
u'cward.brq.redhat.com__libevent-devel-2.0.21-3.fc20.x86_64',
u'cward.brq.redhat.com__libexif-0.6.21-6.fc20.x86_64',
u'cward.brq.redhat.com__libexttextcat-3.4.3-2.fc20.x86_64',
u'cward.brq.redhat.com__libfdt-1.4.0-2.fc20.x86_64',
u'cward.brq.redhat.com__libffado-2.1.0-4.fc20.x86_64',
u'cward.brq.redhat.com__libffi-3.0.13-5.fc20.i686',
u'cward.brq.redhat.com__libffi-3.0.13-5.fc20.x86_64',
u'cward.brq.redhat.com__libfontenc-1.1.1-4.fc20.x86_64',
u'cward.brq.redhat.com__libfprint-0.5.1-1.fc20.x86_64',
u'cward.brq.redhat.com__libfreehand-0.0.0-3.fc20.x86_64',
u'cward.brq.redhat.com__libgadu-1.12.0-0.3.rc2.fc20.x86_64',
u'cward.brq.redhat.com__libgcc-4.8.2-7.fc20.i686',
u'cward.brq.redhat.com__libgcc-4.8.2-7.fc20.x86_64',
u'cward.brq.redhat.com__libgcrypt-1.5.3-2.fc20.i686',
u'cward.brq.redhat.com__libgcrypt-1.5.3-2.fc20.x86_64',
u'cward.brq.redhat.com__libgcrypt-devel-1.5.3-2.fc20.x86_64',
u'cward.brq.redhat.com__libgdata-0.14.1-1.fc20.x86_64',
u'cward.brq.redhat.com__libgdiplus-2.10-10.fc20.x86_64',
u'cward.brq.redhat.com__libgdither-0.6-7.fc20.x86_64',
u'cward.brq.redhat.com__libgee-0.12.0-1.fc20.x86_64',
u'cward.brq.redhat.com__libgee06-0.6.8-2.fc20.x86_64',
u'cward.brq.redhat.com__libgexiv2-0.10.1-1.fc20.x86_64',
u'cward.brq.redhat.com__libgfortran-4.8.2-7.fc20.x86_64',
u'cward.brq.redhat.com__libglade2-2.6.4-10.fc20.x86_64',
u'cward.brq.redhat.com__libgnome-2.32.1-7.fc20.x86_64',
u'cward.brq.redhat.com__libgnome-keyring-3.10.1-1.fc20.x86_64',
u'cward.brq.redhat.com__libgnomecanvas-2.30.3-7.fc20.x86_64',
u'cward.brq.redhat.com__libgnomekbd-3.6.0-3.fc20.x86_64',
u'cward.brq.redhat.com__libgnomeui-2.24.5-7.fc20.x86_64',
u'cward.brq.redhat.com__libgomp-4.8.2-7.fc20.x86_64',
u'cward.brq.redhat.com__libgovirt-0.3.0-3.fc20.x86_64',
u'cward.brq.redhat.com__libgpg-error-1.12-1.fc20.i686',
u'cward.brq.redhat.com__libgpg-error-1.12-1.fc20.x86_64',
u'cward.brq.redhat.com__libgpg-error-devel-1.12-1.fc20.x86_64',
u'cward.brq.redhat.com__libgphoto2-2.5.3-6.fc20.x86_64',
u'cward.brq.redhat.com__libgpod-0.8.3-1.fc20.x86_64',
u'cward.brq.redhat.com__libgsf-1.14.29-1.fc20.x86_64',
u'cward.brq.redhat.com__libgssglue-0.4-2.fc19.x86_64',
u'cward.brq.redhat.com__libgtop2-2.28.5-1.fc20.x86_64',
u'cward.brq.redhat.com__libgudev1-208-16.fc20.i686',
u'cward.brq.redhat.com__libgudev1-208-16.fc20.x86_64',
u'cward.brq.redhat.com__libgusb-0.1.6-2.fc20.i686',
u'cward.brq.redhat.com__libgusb-0.1.6-2.fc20.x86_64',
u'cward.brq.redhat.com__libgweather-3.10.1-1.fc20.x86_64',
u'cward.brq.redhat.com__libgxps-0.2.2-8.fc20.x86_64',
u'cward.brq.redhat.com__libhangul-0.1.0-7.fc20.x86_64',
u'cward.brq.redhat.com__libibverbs-1.1.7-3.fc20.x86_64',
u'cward.brq.redhat.com__libical-1.0-4.fc20.x86_64',
u'cward.brq.redhat.com__libicu-50.1.2-10.fc20.x86_64',
u'cward.brq.redhat.com__libidn-1.28-2.fc20.i686',
u'cward.brq.redhat.com__libidn-1.28-2.fc20.x86_64',
u'cward.brq.redhat.com__libiec61883-1.2.0-10.fc20.x86_64',
u'cward.brq.redhat.com__libieee1284-0.2.11-15.fc20.x86_64',
u'cward.brq.redhat.com__libimobiledevice-1.1.5-3.fc20.x86_64',
u'cward.brq.redhat.com__libindicator-12.10.1-2.fc20.x86_64',
u'cward.brq.redhat.com__libini_config-1.0.0.1-20.fc20.x86_64',
u'cward.brq.redhat.com__libipa_hbac-1.11.5.1-1.fc20.x86_64',
u'cward.brq.redhat.com__libiptcdata-1.0.4-10.fc20.x86_64',
u'cward.brq.redhat.com__libiscsi-1.9.0-4.fc20.x86_64',
u'cward.brq.redhat.com__libisofs-1.3.6-1.fc20.x86_64',
u'cward.brq.redhat.com__libjpeg-turbo-1.3.1-2.fc20.i686',
u'cward.brq.redhat.com__libjpeg-turbo-1.3.1-2.fc20.x86_64',
u'cward.brq.redhat.com__libkate-0.4.1-2.fc20.x86_64',
u'cward.brq.redhat.com__libkkc-0.3.3-1.fc20.x86_64',
u'cward.brq.redhat.com__libkkc-common-0.3.3-1.fc20.noarch',
u'cward.brq.redhat.com__libkkc-data-0.2.7-2.fc20.x86_64',
u'cward.brq.redhat.com__liblangtag-0.5.3-1.fc20.x86_64',
u'cward.brq.redhat.com__libldb-1.1.16-4.fc20.x86_64',
u'cward.brq.redhat.com__liblognorm-0.3.7-1.fc20.x86_64',
u'cward.brq.redhat.com__liblouis-2.5.3-2.fc20.x86_64',
u'cward.brq.redhat.com__liblouis-python-2.5.3-2.fc20.noarch',
u'cward.brq.redhat.com__liblouis-python3-2.5.3-2.fc20.noarch',
u'cward.brq.redhat.com__libmad-0.15.1b-16.fc19.x86_64',
u'cward.brq.redhat.com__libmash-0.2.0-11.fc20.x86_64',
u'cward.brq.redhat.com__libmatroska-1.4.1-1.fc20.x86_64',
u'cward.brq.redhat.com__libmbim-1.5.0-1.20130815git.fc20.x86_64',
u'cward.brq.redhat.com__libmcpp-2.7.2-11.fc20.x86_64',
u'cward.brq.redhat.com__libmetalink-0.1.2-4.fc20.x86_64',
u'cward.brq.redhat.com__libmicrohttpd-0.9.34-2.fc20.x86_64',
u'cward.brq.redhat.com__libmimic-1.0.4-6.fc19.x86_64',
u'cward.brq.redhat.com__libmms-0.6.4-1.fc20.x86_64',
u'cward.brq.redhat.com__libmng-1.0.10-12.fc20.x86_64',
u'cward.brq.redhat.com__libmnl-1.0.3-6.fc20.x86_64',
u'cward.brq.redhat.com__libmodman-2.0.1-7.fc20.x86_64',
u'cward.brq.redhat.com__libmodplug-0.8.8.5-1.fc20.x86_64',
u'cward.brq.redhat.com__libmount-2.24.2-1.fc20.x86_64',
u'cward.brq.redhat.com__libmpc-1.0.1-2.fc20.x86_64',
u'cward.brq.redhat.com__libmpcdec-1.2.6-12.fc20.x86_64',
u'cward.brq.redhat.com__libmpeg2-0.5.1-10.fc19.x86_64',
u'cward.brq.redhat.com__libmpg123-1.19.0-1.fc20.x86_64',
u'cward.brq.redhat.com__libmspack-0.4-0.2.alpha.fc20.x86_64',
u'cward.brq.redhat.com__libmspub-0.0.6-4.fc20.x86_64',
u'cward.brq.redhat.com__libmtp-1.1.6-2.fc20.x86_64',
u'cward.brq.redhat.com__libmusicbrainz5-5.0.1-8.fc20.x86_64',
u'cward.brq.redhat.com__libmwaw-0.2.0-4.fc20.x86_64',
u'cward.brq.redhat.com__libmx-1.4.7-9.fc20.x86_64',
u'cward.brq.redhat.com__libndp-1.2-1.fc20.x86_64',
u'cward.brq.redhat.com__libnetfilter_conntrack-1.0.4-1.fc20.x86_64',
u'cward.brq.redhat.com__libnfnetlink-1.0.1-3.fc20.x86_64',
u'cward.brq.redhat.com__libnfsidmap-0.25-7.fc20.x86_64',
u'cward.brq.redhat.com__libnice-0.1.4-2.fc20.x86_64',
u'cward.brq.redhat.com__libnice-gstreamer1-0.1.4-2.fc20.x86_64',
...]
In [3]:
osinfo_rpm.container.count() # queries remote container store
Out[3]:
2005
In [5]:
osinfo_rpm.container.columns # list
Out[5]:
[u'__v__',
u'_e',
u'_end',
u'_hash',
u'_id',
u'_oid',
u'_start',
u'_v',
u'arch',
u'host',
u'id',
u'license',
u'name',
u'nvra',
u'os',
u'packager',
u'platform',
u'release',
u'sourcepackage',
u'sourcerpm',
u'summary',
u'version']
In [10]:
bash = osinfo_rpm.container.find('name == "bash"', fields='~', date='~', limit=1)
# date uses _start; enables easy historical querying
print 'Currently Installed: %s' % bash['nvra']
Currently Installed: bash-4.2.47-2.fc20.x86_64
In [15]:
# Plot most frequently used Licenses
df = osinfo_rpm.container.find(fields='license')
threshold = 10
license_k = df.groupby('license').apply(len)
license_k.sort()
subset = license_k[license_k >= threshold]
In [16]:
# shorten the names a bit
subset.index = [i[0:20] + '...' if len(i) > 20 else i for i in subset.index]
In [18]:
subset.plot(kind='bar', title='Most Frequent Licenses')
Out[18]:
<matplotlib.axes.AxesSubplot at 0x5330450>
Content source: kejbaly2/metrique
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