various changes

.gitignore

@@ -1,3 +1,9 @@
+# Machine learning models
+*.h5
+
+# Swap files
+*.swp
+
 # ---> Python
 # Byte-compiled / optimized / DLL files
 __pycache__/

Lstm.py

@@ -219,6 +219,9 @@ def predict(src2month, src2sloccount, src2pop, src2deps):
     ## Number of features
     feat_num = 1
 
+    for pkg in src2month:
+        src2month[pkg]=src2month[pkg][:-12]
+
     ## Model parameters
     do_train = True
     do_test = True
@@ -310,7 +313,7 @@ def predict(src2month, src2sloccount, src2pop, src2deps):
             #print(dataset.shape)
             #print(len(dataset))
 
-            if (total_sum > 80):
+            if (total_sum > 10):
                 #               reset or not between training
                 model.set_weights(Wsave)
                 ## ommit for rolling mean
@@ -412,7 +415,7 @@ def predict(src2month, src2sloccount, src2pop, src2deps):
         original_dataset = scaler.transform(original_dataset)
         original_dataset = original_dataset.flatten()
 
-        if (total_sum > 100 and do_test):
+        if (total_sum > 10 and do_test):
 
             best_model = 0
             best_error = 100.0

M-star.py

@@ -38,4 +38,4 @@ def __main__(configfile='config_default.txt', vendorname='debian', action='help'
         print("Only debian vendors are supported for now.")
         sys.exit(1)
 
-__main__(action='status')
+__main__(action=sys.argv[1])

inputs/dummy_input_package.csv

@@ -0,0 +1,1416 @@
+a52dec
+aalib
+acl
+acpi
+acpi-support
+acpid
+adcli
+adduser
+adns
+adwaita-icon-theme
+alsa-base
+alsa-lib
+alsa-plugins
+alsa-tools
+alsa-utils
+alsamixergui
+anacron
+ant
+apache-pom
+apache2
+apparmor
+apr
+apr-util
+apt
+apt-file
+apt-listchanges
+apt-rdepends
+apt-src
+aptitude
+arandr
+armadillo
+arpack
+asm
+asn1crypto
+aspell
+aspell-en
+at
+at-spi2-atk
+at-spi2-core
+atk1.0
+atkmm1.6
+attr
+auctex
+audiofile
+audit
+autogen
+automat
+avahi
+babl
+base-files
+base-passwd
+bash
+bash-completion
+bc
+beautifulsoup
+beautifulsoup4
+biber
+bind9
+binfmt-support
+binutils
+blas
+blt
+bluez
+boost1.55
+boost1.62
+brlaser
+brltty
+bsd-finger
+bsd-mailx
+bsdmainutils
+bubblewrap
+build-essential
+busybox
+bzip2
+c-ares
+ca-certificates
+ca-certificates-java
+cairo
+cairomm
+cdebconf
+cdparanoia
+cglib
+cgmanager
+chardet
+charls
+chromaprint
+chromium-browser
+cifs-utils
+clipit
+cloog
+clp
+clucene-core
+clutter-1.0
+clutter-gtk
+cogl
+coinmp
+coinor-cbc
+coinor-cgl
+coinor-osi
+coinutils
+colord
+commons-beanutils
+commons-httpclient
+commons-parent
+configparser
+console-common
+console-data
+console-setup
+constantly
+coreutils
+cpio
+cracklib2
+crda
+cron
+cross-binutils
+cryptsetup
+crystalhd
+cups
+cups-filters
+cups-pdf
+cups-pk-helper
+curl
+cwidget
+cyrus-sasl2
+d-conf
+dash
+db-defaults
+db5.3
+dbus
+dbus-glib
+dbus-python
+dconf-editor
+debconf
+debian-archive-keyring
+debian-faq
+debian-keyring
+debianutils
+deluge
+desktop-base
+desktop-file-utils
+device-tree-compiler
+dh-python
+dia
+dia-shapes
+dialog
+dictionaries-common
+diffutils
+ding-libs
+directfb
+dirmngr
+distro-info-data
+djvulibre
+dkms
+dmidecode
+dnspython
+doc-debian
+docbook-xml
+docopt
+dosfstools
+dotconf
+double-conversion
+dpkg
+e2fsprogs
+easymock
+eclipse
+ed
+eject
+elfutils
+emacs24
+emacsen-common
+enca
+enchant
+enum34
+esound
+espeak
+ethtool
+evince
+evolution
+evolution-data-server
+evolution-ews
+exim4
+expat
+faad2
+fakeroot
+farstream-0.2
+fastjar
+felix-bundlerepository
+felix-gogo-command
+felix-gogo-runtime
+felix-gogo-shell
+fetchmail
+ffmpeg
+fftw3
+file
+findutils
+firebird2.5
+firebird3.0
+firmware-free
+firmware-nonfree
+flac
+flask
+flite
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+fluidsynth
+fontconfig
+fonts-adf
+fonts-android
+fonts-arphic-gbsn00lp
+fonts-arphic-gkai00mp
+fonts-cabin
+fonts-comfortaa
+fonts-croscore
+fonts-crosextra-caladea
+fonts-crosextra-carlito
+fonts-dejavu
+fonts-ebgaramond
+fonts-font-awesome
+fonts-freefont
+fonts-gfs-artemisia
+fonts-gfs-baskerville
+fonts-gfs-complutum
+fonts-gfs-didot
+fonts-gfs-neohellenic
+fonts-gfs-olga
+fonts-gfs-porson
+fonts-gfs-solomos
+fonts-junicode
+fonts-lato
+fonts-liberation
+fonts-linuxlibertine
+fonts-lobstertwo
+fonts-noto
+fonts-oflb-asana-math
+fonts-roboto
+fonts-sil-gentium
+fonts-sil-gentium-basic
+fonts-sil-gentiumplus
+fonts-sil-gentiumplus-compact
+fonts-stix
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+galculator
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+geocode-glib
+geoip
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+geos
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+hostname
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+hwloc
+hyperlink
+hyphen
+iceweasel
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+ifupdown
+ijs
+ilmbase
+#imagemagick
+imlib2
+incremental
+infinipath-psm
+init-system-helpers
+initramfs-tools
+inkscape
+insserv
+intel-microcode
+intel-vaapi-driver
+iproute2
+iptables
+iputils
+ipxe
+ipython
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+irqbalance
+isc-dhcp
+isl
+iso-codes
+ispell
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+iw
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+jansson
+jasper
+java-atk-wrapper
+java-common
+javascript-common
+javatools
+jbig2dec
+jbigkit
+jemalloc
+jetty8
+jigit
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+jsch
+json-c
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+junit
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+jzlib
+kauth
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+keybinder
+keyutils
+klibc
+kmod
+krb5
+kservice
+lame
+lapack
+laptop-detect
+latexmk
+lcms2
+ldb
+leafpad
+leptonlib
+less
+libaacs
+libabw
+libaec
+libaio
+libalgorithm-c3-perl
+libalgorithm-diff-perl
+libalgorithm-diff-xs-perl
+libalgorithm-merge-perl
+libao
+libapache-dbi-perl
+libapache2-mod-perl2
+libappindicator
+libapt-pkg-perl
+#libarchive
+libarchive-extract-perl
+libart-lgpl
+libass
+libassuan
+libasyncns
+libatasmart
+libauthen-sasl-perl
+libautovivification-perl
+libav
+libavc1394
+libb-hooks-endofscope-perl
+libblockdev
+libbluray
+libbonobo
+libbs2b
+libbsd
+libburn
+libbusiness-isbn-data-perl
+libbusiness-isbn-perl
+libbusiness-ismn-perl
+libbusiness-issn-perl
+libcaca
+libcacard
+libcairo-perl
+libcanberra
+libcap-ng
+libcap2
+libcdio
+libcdr
+libcgi-fast-perl
+libcgi-pm-perl
+libchamplain
+libclass-accessor-perl
+libclass-c3-perl
+libclass-c3-xs-perl
+libclass-data-inheritable-perl
+libclass-factory-util-perl
+libclass-inspector-perl
+libclass-isa-perl
+libclass-method-modifiers-perl
+libclass-singleton-perl
+libcmis
+libcommons-cli-java
+libcommons-codec-java
+libcommons-collections3-java
+libcommons-logging-java
+libcpan-meta-perl
+libcroco
+libcryptui
+libdaemon
+libdap
+libdata-compare-perl
+libdata-dump-perl
+libdata-optlist-perl
+libdata-section-perl
+libdata-uniqid-perl
+libdate-simple-perl
+libdatetime-calendar-julian-perl
+libdatetime-format-builder-perl
+libdatetime-format-strptime-perl
+libdatetime-locale-perl
+libdatetime-perl
+libdatetime-timezone-perl
+libdatrie
+libdbd-mysql-perl
+libdbd-sqlite3-perl
+libdbi
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+libdc1394-22
+libdca
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+libdevel-stacktrace-perl
+libdevel-symdump-perl
+libdigest-md5-file-perl
+libdrm
+libdv
+libdvdnav
+libdvdread
+libe-book
+libedit
+libelf
+libencode-eucjpms-perl
+libencode-hanextra-perl
+libencode-jis2k-perl
+libencode-locale-perl
+libeot
+libepoxy
+libepsilon
+libept
+liberror-perl
+libestr
+libetonyek
+libeval-closure-perl
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+libexception-class-perl
+libexif
+libexporter-tiny-perl
+libexttextcat
+libfabric
+libfastjson
+libfcgi-perl
+libffi
+libfile-basedir-perl
+libfile-copy-recursive-perl
+libfile-desktopentry-perl
+libfile-fcntllock-perl
+libfile-find-rule-perl
+libfile-listing-perl
+libfile-mimeinfo-perl
+libfile-sharedir-perl
+libfile-slurp-perl
+libfile-slurp-tiny-perl
+libfile-slurp-unicode-perl
+libfixbuf
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+libfont-afm-perl
+libfontenc
+libfreehand
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+libgcrypt20
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+libgeotiff-dfsg
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+libglib-perl
+libgltf
+libglu
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+libgnome
+libgnome-keyring
+libgpg-error
+libgphoto2
+libgsm
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+libgtk2-perl
+libgtop2
+libgudev
+libgusb
+libgweather
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+libhamcrest-java
+libhdf4
+libhtml-form-perl
+libhtml-format-perl
+libhtml-parser-perl
+libhtml-tagset-perl
+libhtml-template-perl
+libhtml-tree-perl
+libhttp-cookies-perl
+libhttp-daemon-perl
+libhttp-date-perl
+libhttp-message-perl
+libhttp-negotiate-perl
+libibverbs
+libical
+libice
+libid3tag
+libidn
+libidn2-0
+libiec61883
+libieee1284
+libimobiledevice
+libindicator
+libinput
+libio-html-perl
+libio-socket-ssl-perl
+libio-string-perl
+libipc-run3-perl
+libipc-system-simple-perl
+libisoburn
+libisofs
+libjpeg-turbo
+libjsoncpp
+libkate
+libkml
+libksba
+liblangtag
+liblinear
+liblist-allutils-perl
+liblist-moreutils-perl
+liblist-someutils-perl
+liblist-utilsby-perl
+liblocale-gettext-perl
+liblockfile
+liblog-log4perl-perl
+liblog-message-perl
+liblog-message-simple-perl
+liblogging
+liblognorm
+liblouis
+liblqr
+liblwp-mediatypes-perl
+liblwp-protocol-https-perl
+liblwp-useragent-determined-perl
+libmad
+libmailtools-perl
+libmime-charset-perl
+libmimic
+libmms
+libmng
+libmnl
+libmodplug
+libmodule-build-perl
+libmodule-implementation-perl
+libmodule-pluggable-perl
+libmodule-runtime-perl
+libmodule-signature-perl
+libmpc
+libmro-compat-perl
+libmspack
+libmspub
+libmtp
+libmusicbrainz3
+libmwaw
+libnamespace-autoclean-perl
+libnamespace-clean-perl
+libnet-dbus-perl
+libnet-http-perl
+libnet-smtp-ssl-perl
+libnet-ssleay-perl
+libnetfilter-acct
+libnetfilter-conntrack
+libnfnetlink
+libnfs
+libnfsidmap
+libnice
+libnih
+libnl3
+libnotify
+libnumber-compare-perl
+liboauth
+libodfgen
+libofa
+libogg
+libonig
+liboobs
+libopenmpt
+libopenraw
+liborcus
+libpackage-constants-perl
+libpackage-deprecationmanager-perl
+libpackage-stash-perl
+libpagemaker
+libpango-perl
+libpaper
+libparams-classify-perl
+libparams-util-perl
+libparams-validate-perl
+libparams-validationcompiler-perl
+libparse-debianchangelog-perl
+libpcap
+libpciaccess
+libperl4-corelibs-perl
+libpgm
+libphonenumber
+libpipeline
+libplist
+libpng
+libpng1.6
+libpod-latex-perl
+libpod-readme-perl
+libpostproc
+libproxy
+libpsl
+libpthread-stubs
+libpwquality
+libqmi
+libquvi
+libraw
+libraw1394
+librdmacm
+libreadonly-perl
+libregexp-assemble-perl
+libregexp-common-perl
+libreoffice
+libreoffice-dictionaries
+librest
+librevenge
+librole-tiny-perl
+librsvg
+libsamplerate
+libscalar-list-utils-perl
+libsdl1.2
+libsdl2
+libseccomp
+libsecret
+libselinux
+libsemanage
+libsepol
+libshout
+libsigc++-2.0
+libsigsegv
+libsm
+libsmi
+libsndfile
+libsodium
+libsoftware-license-perl
+libsort-key-perl
+libsoup2.4
+libsoxr
+libspecio-perl
+libspectre
+libssh
+libssh2
+libstaroffice
+libsub-exporter-perl
+libsub-exporter-progressive-perl
+libsub-identify-perl
+libsub-install-perl
+libsub-name-perl
+libsub-quote-perl
+libswitch-perl
+libtasn1-6
+libterm-readkey-perl
+libterm-ui-perl
+libtest-fatal-perl
+libtext-bibtex-perl
+libtext-charwidth-perl
+libtext-csv-perl
+libtext-csv-xs-perl
+libtext-glob-perl
+libtext-iconv-perl
+libtext-roman-perl
+libtext-soundex-perl
+libtext-template-perl
+libtext-unidecode-perl
+libtext-wrapi18n-perl
+libthai
+libtheora
+libtie-cycle-perl
+libtie-ixhash-perl
+libtimedate-perl
+libtirpc
+libtool
+libtorrent-rasterbar
+libtry-tiny-perl
+libunicode-collate-perl
+libunicode-linebreak-perl
+libunique
+libunistring
+libunwind
+liburi-perl
+libusb
+libusb-1.0
+libusbmuxd
+libuser
+libutempter
+libv8-3.14
+libva
+libvariable-magic-perl
+libvdpau
+libvisio
+libvisual
+libvisual-plugins
+libvncserver
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+libwpd
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+libwww-perl
+libwww-robotrules-perl
+libx11
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+libxau
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+libxml-libxslt-perl
+libxml-namespacesupport-perl
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+lightdm
+lightdm-gtk-greeter
+lilv
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+linux-atm
+linux-base
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+lirc
+live-manual
+live-tools
+llvm-toolchain-3.5
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+lm-sensors
+lmodern
+logrotate
+lp-solve
+lsb
+lsof
+lua-lpeg
+lua5.2
+lua5.3
+lucene2
+lvm2
+lxappearance
+lxappearance-obconf
+lxde-common
+lxde-icon-theme
+lxde-metapackages
+lxhotkey
+lxinput
+lxlauncher
+lxmenu-data
+lxml
+lxmusic
+lxpanel
+lxrandr
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+lxterminal
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+lynx-cur
+lyx
+lz4
+lzma
+lzo2
+m4
+make-dfsg
+makedev
+man-db
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+#mariadb-10.0
+#mariadb-10.1
+markupsafe
+mathjax
+matplotlib
+mawk
+md5deep
+meanwhile
+memtest86+
+memtester
+menu
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+mjpegtools
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+modemmanager
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+mpfr4
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+mplayer
+mplayer-blue
+mtdev
+mtools
+mutt
+mysql-5.5
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+mythes
+nano
+nas
+nautilus
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+ncdu
+ncurses
+neon27
+net-snmp
+net-tools
+netbase
+netcat
+netcdf
+netcdf-cxx-legacy
+netkit-ftp
+netkit-telnet
+nettle
+network-manager
+newt
+nfacct
+nfs-utils
+nghttp2
+nmap
+node-marked
+notification-daemon
+notify-python
+notmuch
+npth
+nspr
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+ntdb
+ntfs-3g
+#ntp
+numactl
+nvidia-graphics-drivers
+obconf
+objenesis
+ogdi-dfsg
+open-vm-tools
+openal-soft
+openbox
+openbox-menu
+opencv
+openexr
+#openjdk-7
+#openjdk-8
+openjpeg
+openjpeg2
+openldap
+openmpi
+openoffice.org-dictionaries
+openssh
+openssh-blacklist
+#openssl
+openssl-blacklist
+openssl1.0
+openvpn
+opus
+orbit2
+orc
+os-prober
+osgi-annotation
+osgi-compendium
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+p11-kit
+p7zip
+packagekit
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+pangomm
+pangox-compat
+parted
+patch
+patsy
+pciutils
+pcmanfm
+pcre2
+pcre3
+pcsc-lite
+perl
+perl-openssl-defaults
+php-json
+php5
+#php7.0
+pidgin
+pinentry
+pixman
+pkcs11-helper
+pkg-config
+plotly
+ply
+plymouth
+pm-utils
+pnm2ppa
+policykit-1
+policykit-1-gnome
+poppler
+poppler-data
+popt
+portaudio19
+postgresql-10
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+potrace
+powermgmt-base
+powertop
+procinfo
+procmail
+procps
+proj
+protobuf
+protobuf-c
+psmisc
+psutils
+psycopg2
+pth
+publicsuffix
+pulseaudio
+pwgen
+py3cairo
+pyasn1
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+pycparser
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+pygments
+pygobject
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+pygtk
+pymongo
+pyopenssl
+pyparsing
+pyserial
+pysimplesoap
+python-apt
+python-attrs
+python-bottle
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inputs/dummy_input_package_lot.csv

@@ -0,0 +1,1417 @@
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+mediawiki:1.04732181877:0.912723181769:0.999122925685
+graphicsmagick:2.60069078207:0.1:0.999122925685
+webkit:1.5116648376:0.90552094765:0.999122925685
+libvirt:1.78841395676:0.841214183718:0.999122925685
+movabletype-opensource:0.677167519927:0.915354060009:0.999122925685
+kfreebsd-10:0.401261150837:0.942676978452:0.999122925685
+libarchive:1.81379570067:0.1:0.900972222222
+zendframework:0.368963330984:0.570048987865:0.999122925685
+polarssl:0.257057145238:0.692308783531:0.999122925685
+virtualbox:0.397719562054:0.599050790071:0.999122925685
+wpa:0.199467837811:1:0.999122925685
+owncloud:0.341071039438:0.1:0.999122925685

inputs/dummy_input_package_server.csv

@@ -0,0 +1,843 @@
+accountsservice
+acl
+acpi
+acpi-support
+acpid
+adduser
+adwaita-icon-theme
+aglfn
+alsa-base
+alsa-lib
+alsa-utils
+anacron
+apache-pom
+apt
+apt-listchanges
+aptdaemon
+aptitude
+aspell
+at
+at-spi2-core
+atk1.0
+audit
+autoconf
+automake-1.14
+automake-1.15
+autotools-dev
+avahi
+base-files
+base-passwd
+bash
+bash-completion
+bc
+beautifulsoup4
+bind9
+binfmt-support
+binutils
+bison
+blas
+blcr
+blt
+borgbackup
+brasero
+bridge-utils
+bsd-finger
+bsd-mailx
+bsdmainutils
+bsh
+btrfs-progs
+btrfs-tools
+build-essential
+busybox
+bzip2
+c2050
+c2esp
+ca-certificates
+ca-certificates-java
+cadaver
+cairomm
+cdrkit
+chardet
+checksecurity
+chkrootkit
+cjet
+cmake
+colord
+colorgcc
+commons-beanutils
+commons-parent
+confuse
+console-common
+console-data
+console-setup
+consolekit
+coreutils
+cowdancer
+cpio
+cpufrequtils
+cron
+cron-apt
+cryptsetup
+csh
+cups
+cups-filters
+cups-pdf
+curl
+d-conf
+dash
+dasher
+davfs2
+dbus
+dbus-python
+dctrl-tools
+debconf
+debhelper
+debian-archive-keyring
+debian-faq
+debian-keyring
+debianutils
+debootstrap
+debsecan
+desktop-base
+desktop-file-utils
+devhelp
+devscripts
+dh-autoreconf
+dh-python
+dictionaries-common
+diffstat
+diffutils
+ding
+dirdiff
+dirmngr
+discover
+discover-data
+distro-info
+distro-info-data
+djvulibre
+dkms
+dmidecode
+dns-root-data
+dnsmasq
+doc-debian
+docbook-xml
+dos2unix
+dosfstools
+dpkg
+dput
+e2fsprogs
+eject
+ekiga
+emacsen-common
+enchant
+enum34
+epson-inkjet-printer-escpr
+equivs
+ethtool
+evince
+exfat-utils
+exiv2
+exo
+explorercanvas
+exuberant-ctags
+fakeroot
+fam
+feh
+fig2dev
+file
+findutils
+firefox-esr
+firmware-free
+firmware-nonfree
+flex
+fluxbox
+fontconfig
+fonts-android
+fonts-dejavu
+fonts-liberation
+fonts-noto
+fonts-vlgothic
+foo2zjs
+foomatic-db
+foomatic-db-engine
+foomatic-filters
+fortune-mod
+fpconst
+fuse
+fuse-exfat
+fxload
+gamin
+garcon
+gatling
+gawk
+gcc-4.9
+gcc-6
+gcc-7
+gcc-defaults
+gconf
+gcr
+gdb
+gdebi
+gdisk
+gdk-pixbuf
+gdm3
+geoclue
+geoip-database
+gettext
+ghostscript
+gimp
+git
+git-buildpackage
+git-cola
+gksu
+glade
+glib-networking
+glib2.0
+glibc
+gnash
+gnome-desktop
+gnome-desktop3
+gnome-icon-theme
+gnome-keyring
+gnome-menus2
+gnome-mime-data
+gnome-packagekit
+gnome-panel
+gnome-sharp2
+gnome-themes
+gnome-themes-extras
+gnome-themes-standard
+gnome-vfs
+gnupg
+gnupg2
+gnuplot
+gpgme1.0
+graphviz
+grep
+groff
+grub2
+gsettings-desktop-schemas
+gsfonts
+gsfonts-x11
+gsl
+gtk+2.0
+gtk+3.0
+gtk-sharp2
+gtk2-engines-xfce
+gtkglext
+gtkhtml3.14
+gtkimageview
+gtksourceview2
+gtkspell
+guile-1.8
+gutenprint
+gvfs
+gzip
+hdparm
+hicolor-icon-theme
+hkgerman
+hostname
+hp-ppd
+hplip
+hsqldb
+html2text
+html5lib
+i3lock
+iceweasel
+icu4j
+ifupdown
+igerman98
+imagemagick
+init-system-helpers
+initramfs-tools
+inkscape
+insserv
+installation-report
+intel2gas
+intltool-debian
+io-stringy
+iproute2
+iptables
+iputils
+irqbalance
+isc-dhcp
+iso-codes
+ispell
+iwidgets4
+java-common
+javascript-common
+jemalloc
+jline
+john
+jquery
+json-glib
+jtidy
+jxrlib
+kbd
+kerneloops
+klibc
+kmod
+krb5
+lapack
+laptop-detect
+lcms2
+ldb
+lensfun
+less
+libalgorithm-diff-perl
+libalgorithm-diff-xs-perl
+libalgorithm-merge-perl
+libapt-pkg-perl
+libarchive-zip-perl
+libauthen-sasl-perl
+libb-hooks-endofscope-perl
+libbonobo
+libbonoboui
+libbytes-random-secure-perl
+libcairo-perl
+libcap2
+libcgi-fast-perl
+libcgi-pm-perl
+libclass-accessor-perl
+libclass-inspector-perl
+libclass-isa-perl
+libclass-method-modifiers-perl
+libclass-xsaccessor-perl
+libclone-perl
+libcommons-collections3-java
+libcommons-compress-java
+libcommons-digester-java
+libcommons-logging-java
+libconvert-binhex-perl
+libcrypt-random-seed-perl
+libcrypt-ssleay-perl
+libdata-optlist-perl
+libdb-je-java
+libdevel-globaldestruction-perl
+libdigest-hmac-perl
+libeatmydata
+libemail-valid-perl
+libencode-locale-perl
+liberror-perl
+libestr
+libev
+libexporter-tiny-perl
+libfcgi-perl
+libfile-basedir-perl
+libfile-chdir-perl
+libfile-copy-recursive-perl
+libfile-homedir-perl
+libfile-listing-perl
+libfile-which-perl
+libfont-afm-perl
+libfont-freetype-perl
+libgetopt-long-descriptive-perl
+libgit-wrapper-perl
+libgksu
+libglib-perl
+libgnome
+libgnome-keyring
+libgnomecanvas
+libgnomeui
+libgphoto2
+libgtk2-perl
+libgtop2
+libhtml-form-perl
+libhtml-format-perl
+libhtml-parser-perl
+libhtml-tagset-perl
+libhtml-template-perl
+libhtml-tree-perl
+libhttp-cookies-perl
+libhttp-daemon-perl
+libhttp-date-perl
+libhttp-message-perl
+libhttp-negotiate-perl
+libimport-into-perl
+libinput
+libio-html-perl
+libio-pty-perl
+libio-sessiondata-perl
+libio-socket-inet6-perl
+libio-socket-ip-perl
+libio-socket-ssl-perl
+libio-string-perl
+libipc-run-perl
+libipc-signal-perl
+libipc-system-simple-perl
+libiptcdata
+libjaxp1.3-java
+libjpeg-turbo
+liblinear
+liblist-compare-perl
+liblist-moreutils-perl
+liblocale-gettext-perl
+liblockfile
+liblouis
+liblouisutdml
+liblwp-mediatypes-perl
+liblwp-protocol-https-perl
+libmail-sendmail-perl
+libmailtools-perl
+libmath-random-isaac-perl
+libmath-random-isaac-xs-perl
+libmime-tools-perl
+libmime-types-perl
+libmodule-implementation-perl
+libmodule-runtime-perl
+libmoo-perl
+libmusicbrainz3
+libnamespace-clean-perl
+libnet
+libnet-dbus-perl
+libnet-dns-perl
+libnet-domain-tld-perl
+libnet-http-perl
+libnet-ip-perl
+libnet-smtp-ssl-perl
+libnet-ssleay-perl
+libnotify
+libnumber-compare-perl
+libnumber-range-perl
+liboil
+libowfat
+libpackage-stash-perl
+libpackage-stash-xs-perl
+libpango-perl
+libpaper
+libparams-classify-perl
+libparams-util-perl
+libparams-validate-perl
+libparse-debianchangelog-perl
+libpath-iterator-rule-perl
+libpath-tiny-perl
+libperlio-gzip-perl
+libpod-constants-perl
+libproc-waitstat-perl
+libregexp-java
+libreoffice
+libreoffice-dictionaries
+librole-tiny-perl
+libscalar-list-utils-perl
+libsecret
+libsemanage
+libsidplay
+libsoap-lite-perl
+libsocket-perl
+libsocket6-perl
+libsort-key-perl
+libsort-versions-perl
+libstrictures-perl
+libstring-copyright-perl
+libstring-escape-perl
+libsub-exporter-perl
+libsub-exporter-progressive-perl
+libsub-identify-perl
+libsub-install-perl
+libsub-name-perl
+libsvm
+libswitch-perl
+libsys-hostname-long-perl
+libtask-weaken-perl
+libterm-readkey-perl
+libterm-readline-perl-perl
+libtext-charwidth-perl
+libtext-glob-perl
+libtext-iconv-perl
+libtext-levenshtein-perl
+libtext-template-perl
+libtext-unidecode-perl
+libtext-wrapi18n-perl
+libthai
+libtie-ixhash-perl
+libtimedate-perl
+libtool
+libtry-tiny-perl
+libunicode-utf8-perl
+liburi-perl
+libusb
+libusb-1.0
+libvariable-magic-perl
+libwacom
+libwmf
+libwnck
+libwww-perl
+libwww-robotrules-perl
+libx11
+libxalan2-java
+libxerces2-java
+libxfce4ui
+libxfce4util
+libxml-commons-resolver1.1-java
+libxml-libxml-perl
+libxml-namespacesupport-perl
+libxml-parser-perl
+libxml-rss-simplegen-perl
+libxml-sax-base-perl
+libxml-sax-expat-perl
+libxml-sax-perl
+libxml-simple-perl
+libxml-twig-perl
+libxml-xpathengine-perl
+libxml2
+libxmlrpc-lite-perl
+libyaml-libyaml-perl
+libyaml-perl
+licensecheck
+liferea
+light-locker
+lightdm
+lightdm-gtk-greeter
+links2
+lintian
+linux
+linux-base
+linux-latest
+llvm-defaults
+llvm-toolchain-3.8
+lm-sensors
+lockfile-progs
+logcheck
+logrotate
+lrzsz
+lsb
+lshw
+lsof
+lucene2
+lvm2
+lxc
+lxcfs
+lxml
+lynx
+lynx-cur
+lyx
+lzma
+m2300w
+m4
+make-dfsg
+makedev
+man-db
+manpages
+manpages-de
+mawk
+memtest86+
+memtester
+menu
+menu-xdg
+mercurial
+mesa-demos
+mime-construct
+mime-support
+min12xxw
+minicom
+mlocate
+modernizr
+motif
+mozjs
+mplayer
+mscompress
+msgpack-python
+mtools
+nano
+nautilus
+nbd
+ncurses
+nedit
+net-tools
+netbase
+netcat
+netkit-ftp
+netkit-telnet
+netpbm-free
+nevow
+newlib
+newt
+nfs-utils
+nmap
+nmon
+notification-daemon
+ntfs-3g
+ntp
+opencv
+openldap
+openocd
+openoffice.org-dictionaries
+openssh
+openssh-blacklist
+openssl
+orage
+original-awk
+os-prober
+ossp-uuid
+p11-kit
+p7zip
+pam
+parted
+patch
+patchutils
+pavucontrol
+pbuilder
+pbzip2
+pciutils
+perl
+pillow
+pinentry
+pixman
+pkg-config
+pm-utils
+pnm2ppa
+po-debconf
+policykit-1
+polipo
+poppler
+poppler-data
+potrace
+powermgmt-base
+powertop
+ppp
+printing-metas
+pristine-tar
+procmail
+procps
+psmisc
+pstoedit
+psutils
+ptouch-driver
+publicsuffix
+pulseaudio
+pwgen
+pxljr
+pyasn1
+pycairo
+pycurl
+pygments
+pygobject
+pygobject-2
+pygtk
+pyinotify
+pyopengl
+pyopenssl
+pyqt5
+pysimplesoap
+python-apt
+python-axiom
+python-cffi
+python-crypto
+python-cryptography
+python-cups
+python-dateutil
+python-debian
+python-debianbts
+python-decorator
+python-defaults
+python-defer
+python-git
+python-gitdb
+python-gtkglext1
+python-httplib2
+python-idna
+python-ipaddress
+python-llfuse
+python-lz4
+python-lzo
+python-numpy
+python-qtpy
+python-rencode
+python-scipy
+python-setuptools
+python-smmap
+python-stdlib-extensions
+python-support
+python-urllib3
+python-webencodings
+python2.7
+python3-defaults
+python3.4
+python3.5
+qpdf
+qt4-x11
+qtchooser
+qttranslations-opensource-src
+radeontool
+raptor
+rarian
+rastertosag-gdi
+readline
+readline6
+remmina
+rename
+reportbug
+requests
+rpcbind
+rpm
+rrdtool
+rsync
+rsyslog
+rtkit
+rxvt-unicode
+samba
+sane-backends
+sane-backends-extras
+scour
+scowl
+screen
+sed
+sensible-utils
+sg3-utils
+sgml-base
+sgml-data
+shadow
+shared-mime-info
+silgraphite2.0
+sip4
+six
+sloccount
+smartmontools
+software-properties
+spew
+srtp
+ssh-askpass
+sshpass
+ssl-cert
+ssmtp
+startpar
+strace
+strip-nondeterminism
+subversion
+sudo
+synaptic
+syncthing
+system-config-printer
+systemd
+sysvbanner
+sysvinit
+t1utils
+talloc
+tango-icon-theme
+tar
+tasksel
+tcl8.5
+tcl8.6
+tcltk-defaults
+tcp-wrappers
+tcpdump
+tcsh
+tdb
+tex-common
+texinfo
+thunar
+thunar-volman
+tiger
+tigervnc
+time
+tk8.5
+tk8.6
+tkcvs
+tmux
+tomcat6
+tomcat8
+traceroute
+tracker
+tracker-miners
+transfig
+tree
+tripwire
+ttf-dejavu
+tumbler
+twisted
+twm
+tzdata
+ucf
+udisks
+udisks2
+ufraw
+unattended-upgrades
+underscore
+unixodbc
+unzip
+update-inetd
+upower
+usbmuxd
+usbutils
+util-linux
+v4l2loopback
+vbetool
+vim
+vnc4
+vte2.91
+w3m
+wdiff
+webkitgtk
+websockify
+wget
+whois
+winpdb
+wipe
+wwwconfig-common
+wxpython3.0
+x11-apps
+x11-session-utils
+x11-utils
+x11-xfs-utils
+x11-xkb-utils
+x11-xserver-utils
+x11proto-kb
+x11proto-randr
+x11proto-xinerama
+xapian-core
+xauth
+xautolock
+xbitmaps
+xdelta
+xdelta3
+xdg-user-dirs
+xdg-utils
+xfce4
+xfce4-appfinder
+xfce4-mixer
+xfce4-notifyd
+xfce4-panel
+xfce4-session
+xfce4-settings
+xfconf
+xfdesktop4
+xfonts-100dpi
+xfonts-75dpi
+xfonts-base
+xfonts-encodings
+xfonts-scalable
+xfonts-terminus
+xfonts-utils
+xfsprogs
+xfwm4
+xfwm4-themes
+xinit
+xkeyboard-config
+xml-commons-external
+xml-core
+xmlrpc-c
+xnbd
+xorg
+xorg-docs
+xorg-server
+xpdf
+xpra
+xscreensaver
+xserver-xorg-input-evdev
+xserver-xorg-input-libinput
+xserver-xorg-input-mouse
+xserver-xorg-input-synaptics
+xserver-xorg-input-void
+xserver-xorg-video-ati
+xserver-xorg-video-dummy
+xserver-xorg-video-fbdev
+xserver-xorg-video-intel
+xserver-xorg-video-vesa
+xterm
+xtrlock
+xz-java
+xz-utils
+yelp
+zip
+zlib
+zvbi

inputs/list_nikos.txt

@@ -0,0 +1,248 @@
+acpi-support: 0.064323814661984, 0
+acpid: 0.064323814661984, 0
+apache2: 2.2714760112964694, 10
+apr: 0.064323814661984, 0
+apr-util: 0.064323814661984, 0
+apt: 0.064323814661984, 0
+apt-listchanges: 0.064323814661984, 0
+at: 0.064323814661984, 0
+audiofile: 0.10592022566891401, 13
+avahi: 0.064323814661984, 0
+bash: 0.064323814661984, 0
+bind9: 2.3069379401051826, 9
+binutils: 0.064323814661984, 0
+bluez: 0.064323814661984, 1
+bsd-mailx: 0.064323814661984, 0
+bzip2: 0.064323814661984, 0
+c-ares: 0.064323814661984, 0
+ca-certificates: 0.064323814661984, 0
+cpio: 0.064323814661984, 0
+cron: 0.064323814661984, 0
+cups: 2.511910649906426, 0
+cups-filters: 0.064323814661984, 0
+cups-pk-helper: 0.064323814661984, 0
+curl: 1.5171997449109975, 0
+cyrus-sasl2: 0.064323814661984, 0
+dbus: 0.7753479145820652, 0
+deluge: 0.064323814661984, 2
+dia: 0.064323814661984, 0
+djvulibre: 0.064323814661984, 0
+dpkg: 0.064323814661984, 0
+e2fsprogs: 0.064323814661984, 0
+eject: 0.064323814661984, 1
+evince: 0.064323814661984, 1
+evolution: 0.064323814661984, 0
+evolution-data-server: 0.064323814661984, 0
+exim4: 0.5565895295493029, 1
+expat: 1.1086814990166438, 2
+fetchmail: 0.6873212747766466, 0
+ffmpeg: 1.2741052322977486, 8
+file: 0.9221424687286195, 1
+firebird3.0: 1.0654135563733291, 1
+flac: 0.064323814661984, 0
+fontconfig: 0.064323814661984, 0
+freetype: 2.389589899666258, 3
+freexl: 0.064323814661984, 2
+fuse: 0.064323814661984, 0
+game-music-emu: 0.064323814661984, 0
+gdk-pixbuf: 4.866861514255678, 1
+ghostscript: 0.8314169327034904, 12
+gimp: 1.3906224855088123, 0
+git: 0.064323814661984, 3
+glib2.0: 0.064323814661984, 0
+glibc: 0.5035164699021433, 1
+gnupg2: 0.6918529593569955, 1
+gnutls28: 0.8790692079111251, 1
+gpgme1.0: 0.064323814661984, 0
+gpm: 0.064323814661984, 0
+graphite2: 1.0040594885382381, 8
+groff: 0.064323814661984, 0
+grub2: 0.064323814661984, 0
+gst-plugins-bad1.0: 0.064323814661984, 5
+gst-plugins-base1.0: 0.064323814661984, 5
+gst-plugins-good1.0: 0.064323814661984, 5
+gstreamer1.0: 0.064323814661984, 1
+gtk+2.0: 0.064323814661984, 0
+gzip: 0.7697267687560583, 0
+hdf5: 0.064323814661984, 0
+heimdal: 0.7524976478276368, 1
+hplip: 0.064323814661984, 0
+icu: 1.1088242024704176, 2
+imlib2: 0.9438518173490795, 0
+inkscape: 0.064323814661984, 0
+iptables: 0.064323814661984, 0
+isc-dhcp: 0.064323814661984, 0
+jansson: 0.064323814661984, 0
+jasper: 0.5227635183331403, 9
+jbig2dec: 0.064323814661984, 4
+jbigkit: 0.064323814661984, 0
+jqueryui: 0.064323814661984, 0
+krb5: 2.919130885430672, 0
+lcms2: 0.064323814661984, 1
+libapache2-mod-perl2: 0.064323814661984, 0
+libav: 2.7445794953301927, 2
+libcgi-pm-perl: 0.064323814661984, 0
+libcommons-collections3-java: 0.064323814661984, 0
+libdbd-mysql-perl: 0.064323814661984, 0
+libdbi-perl: 0.064323814661984, 0
+libevent: 0.064323814661984, 3
+libexif: 0.7589214093246088, 0
+libfcgi-perl: 0.064323814661984, 0
+libffi: 0.064323814661984, 1
+libgadu: 0.064323814661984, 0
+libgcrypt20: 0.064323814661984, 3
+libgd2: 1.8834612062880263, 9
+libgdata: 0.064323814661984, 0
+libgtk2-perl: 0.064323814661984, 0
+libgtop2: 0.064323814661984, 0
+libhtml-parser-perl: 0.064323814661984, 0
+libidn: 0.064323814661984, 0
+libidn2-0: 0.064323814661984, 1
+libksba: 0.064323814661984, 0
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inputs/list_server.txt

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inputs/results_paper9.txt

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vendors/debian/DebianModel.py

@@ -52,6 +52,7 @@ class DebianModel(VendorModel):
             self.update_dbs()
             self.store_dbs()
             self.save_state(self.state)
+            print('test1')
             # lstm.predict(src2month, src2sloccount, src2pop, src2deps)
             """
             with open('dsatable.txt', 'w') as file:
@@ -333,7 +334,7 @@ class DebianModel(VendorModel):
 
         items.sort(key=lambda tup: tup[0])
 
-        for i in range(2000, 2018):
+        for i in range(2000, 2019):
             temp = []
             for j in range(12):
                 if cvss:

vendors/debian/cache/state

@@ -1 +1 @@
-{"Sources": "", "next_adv": 4051, "Packages": "", "cache_dir": "cache/state", "next_fsa": 0, "vendor": "debian", "Sha1Sums": ""}
+{"Sources": "", "next_adv": 4103, "Packages": "", "cache_dir": "cache/state", "next_fsa": 0, "vendor": "debian", "Sha1Sums": ""}

vendors/debian/models/latest_model.csv

@@ -1,22 +1,22 @@
 mgetty:0:0.95:0.998807246767
 micq:0:0.95:0.998807246767
-mysql:0.0:0.95:0.998807246767
+mysql:0.654669284821:0.927258968353:0.998807246767
 splitvt:0:0.95:0.998807246767
 sash:0:0.95:0.998807246767
 wu-ftpd:0:0.95:0.998807246767
 jazip:0:0.95:0.998807246767
 tinyproxy:0:0.95:0.998807246767
-squid3:0.648962450635:0.95:0.998807246767
+squid3:1.14308238029:0.572342836857:0.998807246767
 php7.0:13.8904116154:0.179290125587:0.974005208333
-apache2:0.116593264691:0.95:0.998807246767
+apache2:3.67835140228:0.411810681224:0.998807246767
 exmh:0:0.95:0.998807246767
 inn2:0:0.95:0.998807246767
 cron:0:0.95:0.998807246767
 openssh:0:0.95:0.998807246767
-bind9:0.499052823652:0.95:0.998807246767
+bind9:2.34862133861:0.960755455494:0.998807246767
 man-db:0:0.95:0.998807246767
 proftpd:0:0.95:0.998807246767
-xorg-server:0.0:0.95:0.998807246767
+xorg-server:2.38333234191:0.81666674293:0.998807246767
 sudo:0.0:0.95:0.998807246767
 analog:0:0.95:0.998807246767
 eperl:0:0.95:0.998807246767
@@ -27,7 +27,7 @@ nextaw:0:0.95:0.998807246767
 xaw3d:0:0.95:0.998807246767
 xaw95:0:0.95:0.998807246767
 sgml-tools:0:0.95:0.998807246767
-glibc:0.293965966622:0.95:0.998807246767
+glibc:0.1359359622:0.680514886975:0.998807246767
 slrn:0:0.95:0.998807246767
 joe:0:0.95:0.998807246767
 gnuserv:0:0.95:0.998807246767
@@ -37,7 +37,7 @@ mailx:0:0.95:0.998807246767
 ntpd:0:0.95:0.998807246767
 exuberant-ctags:0:0.95:0.998807246767
 linux:34.7853906155:0.965796213884:0.974005208333
-samba:0.820501989931:0.95:0.974005208333
+samba:2.20159363747:0.41563697656:0.974005208333
 cfingerd:0:0.95:0.998807246767
 sendfile:0:0.95:0.998807246767
 netscape:0:0.95:0.998807246767
@@ -45,7 +45,7 @@ nedit:0:0.95:0.998807246767
 gftp:0:0.95:0.998807246767
 exim:0:0.95:0.998807246767
 fetchmail:0:0.95:0.998807246767
-gnupg2:0.158257495875:0.95:0.998807246767
+gnupg2:0.668782934546:0.962651330978:0.998807246767
 rxvt:0:0.95:0.998807246767
 xinetd:0:0.95:0.998807246767
 w3m:0:0.95:0.998807246767
@@ -81,7 +81,7 @@ enscript:0:0.95:0.998807246767
 rsync:0:0.95:0.998807246767
 jgroff:0:0.95:0.998807246767
 faqomatic:0:0.95:0.998807246767
-cups:0.0:0.95:0.998807246767
+cups:3.32703834772:0.600537657738:0.998807246767
 ucd-snmp:0:0.95:0.998807246767
 hanterm:0:0.95:0.998807246767
 ncurses:0:0.95:0.998807246767
@@ -100,30 +100,30 @@ openssl:3.4016930759:0.509347677231:0.974005208333
 mm:0:0.95:0.998807246767
 gallery:0:0.95:0.998807246767
 super:0:0.95:0.998807246767
-libpng1.6:0.0:0.95:0.998807246767
+libpng1.6:1.69523495436:0.852421848611:0.998807246767
 mpack:0:0.95:0.998807246767
-openafs:0:0.95:0.998807246767
-krb5:0.259434812059:0.95:0.998807246767
+openafs:0.923175573349:0.960106128028:0.998807246767
+krb5:3.35677921772:0.788606620261:0.998807246767
 wwwoffle:0:0.95:0.998807246767
 dietlibc:0:0.95:0.998807246767
 hylafax:0:0.95:0.998807246767
 interchange:0:0.95:0.998807246767
 l2tpd:0:0.95:0.998807246767
-mantis:0.0:0.95:0.998807246767
+mantis:3.3880213201:0.830598933995:0.998807246767
 fam:0:0.95:0.998807246767
-kdelibs:0.158257495875:0.95:0.998807246767
+kdelibs:1.142510131:0.974545529485:0.998807246767
 epic:0:0.95:0.998807246767
 irssi-text:0:0.95:0.998807246767
 gaim:0:0.95:0.998807246767
 python:0:0.95:0.998807246767
 scrollkeeper:0:0.95:0.998807246767
 mhonarc:0:0.95:0.998807246767
-cacti:0.0:0.95:0.998807246767
+cacti:1.43063168228:0.654333585501:0.998807246767
 postgresql:0:0.95:0.998807246767
 purity:0:0.95:0.998807246767
 Konquerer:0:0.95:0.998807246767
 htcheck:0:0.95:0.998807246767
-tomcat8:1.00200415488:0.95:0.974005208333
+tomcat8:4.46904650331:0.411620037122:0.974005208333
 fetchmail-ssl:0:0.95:0.998807246767
 tkmail:0:0.95:0.998807246767
 bugzilla:0:0.95:0.998807246767
@@ -134,10 +134,10 @@ pam:0:0.95:0.998807246767
 heimdal:0:0.95:0.998807246767
 gnome-gv:0:0.95:0.998807246767
 nis:0:0.95:0.998807246767
-kdegraphics:0:0.95:0.998807246767
+kdegraphics:1.43101604283:0.92468335205:0.998807246767
 log2mail:0:0.95:0.998807246767
 luxman:0:0.95:0.998807246767
-squirrelmail:0.0:0.95:0.998807246767
+squirrelmail:1.60154029727:0.771208528961:0.998807246767
 html2ps:0:0.95:0.998807246767
 kdenetwork:0:0.95:0.998807246767
 masqmail:0:0.95:0.998807246767
@@ -149,7 +149,7 @@ smb2www:0:0.95:0.998807246767
 gtetrinet:0:0.95:0.998807246767
 tcpdump:1.3655795306:0.848268941045:0.998807246767
 tetex-bin:0:0.95:0.998807246767
-perl:0.291207850307:0.95:0.998807246767
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 perl-5.004:0:0.95:0.998807246767
 wget:0:0.95:0.998807246767
 lynx:0:0.95:0.998807246767
@@ -157,7 +157,7 @@ lynx-ssl:0:0.95:0.998807246767
 cyrus-imapd:0:0.95:0.998807246767
 typespeed:0:0.95:0.998807246767
 dhcpcd5:0:0.95:0.998807246767
-xpdf:0:0.95:0.998807246767
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 geneweb:0:0.95:0.998807246767
 canna:0:0.95:0.998807246767
 libmcrypt:0:0.95:0.998807246767
@@ -179,7 +179,7 @@ mhc:0:0.95:0.998807246767
 sendmail:0:0.95:0.998807246767
 sendmail-wide:0:0.95:0.998807246767
 qpopper:0:0.95:0.998807246767
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 netpbm-free:0:0.95:0.998807246767
 lxr:0:0.95:0.998807246767
 bonsai:0:0.95:0.998807246767
@@ -291,7 +291,7 @@ metamail:0:0.95:0.998807246767
 xboing:0:0.95:0.998807246767
 libapache-mod-python:0:0.95:0.998807246767
 libxml:0:0.95:0.998807246767
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 python3.5:0:0.95:0.998807246767
 sysstat:0:0.95:0.998807246767
 calife:0:0.95:0.998807246767
@@ -317,7 +317,7 @@ www-sql:0:0.95:0.998807246767
 rlpr:0:0.95:0.998807246767
 pavuk:0:0.95:0.998807246767
 mailreader:0:0.95:0.998807246767
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 qt-copy:0:0.95:0.998807246767
 imlib:0:0.95:0.998807246767
 gtk+2.0:0:0.95:0.998807246767
@@ -343,7 +343,7 @@ shadow:0:0.95:0.998807246767
 freeamp:0:0.95:0.998807246767
 libgd:0:0.95:0.998807246767
 gnats:0:0.95:0.998807246767
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 ez-ipupdate:0:0.95:0.998807246767
 bnc:0:0.95:0.998807246767
 yardradius:0:0.95:0.998807246767
@@ -405,7 +405,7 @@ bzip2:0:0.95:0.998807246767
 mailutils:0:0.95:0.998807246767
 crip:0:0.95:0.998807246767
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 razor:0:0.95:0.998807246767
 trac:0:0.95:0.998807246767
 ht:0:0.95:0.998807246767
@@ -436,7 +436,7 @@ pstotext:0:0.95:0.998807246767
 polygen:0:0.95:0.998807246767
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 tdiary:0:0.95:0.998807246767
 common-lisp-controller:0:0.95:0.998807246767
 turqstat:0:0.95:0.998807246767
@@ -465,8 +465,8 @@ libgda:0:0.95:0.998807246767
 koffice:0:0.95:0.998807246767
 net-snmp:0:0.95:0.998807246767
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-php-horde:0.0:0.95:0.998807246767
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 chmlib:0:0.95:0.998807246767
 enigmail:0:0.95:0.998807246767
 libungif4:0:0.95:0.998807246767
@@ -479,7 +479,7 @@ sylpheed:0:0.95:0.998807246767
 ipmenu:0:0.95:0.998807246767
 sylpheed-claws:0:0.95:0.998807246767
 inkscape:0:0.95:0.998807246767
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 dropbear:0:0.95:0.998807246767
 nbd:0:0.95:0.998807246767
 ketm:0:0.95:0.998807246767
@@ -516,7 +516,7 @@ gnutls28:0.0:0.95:0.998807246767
 tar:0:0.95:0.998807246767
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 freeciv:0:0.95:0.998807246767
 libcrypt-cbc-perl:0:0.95:0.998807246767
 bomberclone:0:0.95:0.998807246767
@@ -524,7 +524,7 @@ lurker:0:0.95:0.998807246767
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 wzdftpd:0:0.95:0.998807246767
 ilohamail:0:0.95:0.998807246767
 util-vserver:0:0.95:0.998807246767
@@ -535,7 +535,7 @@ storebackup:0:0.95:0.998807246767
 kaffeine:0:0.95:0.998807246767
 libimager-perl:0:0.95:0.998807246767
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 fcheck:0:0.95:0.998807246767
 bsdgames:0:0.95:0.998807246767
 blender:0:0.95:0.998807246767
@@ -543,9 +543,9 @@ gdm:0:0.95:0.998807246767
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 popfile:0:0.95:0.998807246767
 kphone:0:0.95:0.998807246767
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@@ -557,10 +557,10 @@ lynx-cur:0:0.95:0.998807246767
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 ppp:0:0.95:0.998807246767
 rssh:0:0.95:0.998807246767
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@@ -607,16 +607,16 @@ lookup-el:0:0.95:0.998807246767
 nas:0:0.95:0.998807246767
 xmms:0:0.95:0.998807246767
 aircrack-ng:0:0.95:0.998807246767
-qemu:1.41805698536:0.95:0.974005208333
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 libapache-mod-jk:0:0.95:0.998807246767
 mplayer:0:0.95:0.998807246767
 open-iscsi:0:0.95:0.998807246767
@@ -630,7 +630,7 @@ unicon-imc2:0:0.95:0.998807246767
 gfax:0:0.95:0.998807246767
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@@ -653,7 +653,7 @@ zabbix:0:0.95:0.998807246767
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 inotify-tools:0:0.95:0.998807246767
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 libsndfile:0:0.95:0.998807246767
@@ -680,7 +680,7 @@ diatheke:0:0.95:0.998807246767
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 gs-gpl:0:0.95:0.998807246767
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 smarty:0:0.95:0.998807246767
@@ -720,7 +720,7 @@ slash:0:0.95:0.998807246767
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@@ -754,12 +754,12 @@ dkim-milter:0:0.95:0.998807246767
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@@ -767,7 +767,7 @@ auth2db:0:0.95:0.998807246767
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@@ -779,11 +779,11 @@ slurm-llnl:0:0.95:0.998807246767
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@@ -815,20 +815,20 @@ newt:0:0.95:0.998807246767
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@@ -849,7 +849,7 @@ polipo:0:0.95:0.998807246767
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@@ -928,7 +928,7 @@ openttd:0:0.95:0.998807246767
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vendors/debian/models/latest_model_OLD.csv

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