* gnu/packages/graph.scm (python-graphtools): New variable. Change-Id: If08b1460447702f7ec2e64f013a52a7065076b01
		
			
				
	
	
		
			867 lines
		
	
	
	
		
			34 KiB
		
	
	
	
		
			Scheme
		
	
	
	
	
	
			
		
		
	
	
			867 lines
		
	
	
	
		
			34 KiB
		
	
	
	
		
			Scheme
		
	
	
	
	
	
;;; GNU Guix --- Functional package management for GNU
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;;; Copyright © 2017-2024 Ricardo Wurmus <rekado@elephly.net>
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;;; Copyright © 2018 Joshua Sierles, Nextjournal <joshua@nextjournal.com>
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;;; Copyright © 2018, 2020, 2022 Tobias Geerinckx-Rice <me@tobias.gr>
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;;; Copyright © 2019, 2021, 2022 Efraim Flashner <efraim@flashner.co.il>
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;;; Copyright © 2019 Andreas Enge <andreas@enge.fr>
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;;; Copyright © 2020 Alexander Krotov <krotov@iitp.ru>
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;;; Copyright © 2020 Pierre Langlois <pierre.langlos@gmx.com>
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;;; Copyright © 2021, 2023 Vinicius Monego <monego@posteo.net>
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;;; Copyright © 2021 Alexandre Hannud Abdo <abdo@member.fsf.org>
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;;; Copyright © 2021, 2022, 2023 Maxim Cournoyer <maxim.cournoyer@gmail.com>
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;;; Copyright © 2022 Marius Bakke <marius@gnu.org>
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;;; Copyright © 2023 David Elsing <david.elsing@posteo.net>
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;;;
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;;; This file is part of GNU Guix.
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;;;
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;;; GNU Guix is free software; you can redistribute it and/or modify it
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;;; under the terms of the GNU General Public License as published by
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;;; the Free Software Foundation; either version 3 of the License, or (at
 | 
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;;; your option) any later version.
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;;;
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;;; GNU Guix is distributed in the hope that it will be useful, but
 | 
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;;; WITHOUT ANY WARRANTY; without even the implied warranty of
 | 
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;;; MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 | 
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;;; GNU General Public License for more details.
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;;;
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;;; You should have received a copy of the GNU General Public License
 | 
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;;; along with GNU Guix.  If not, see <http://www.gnu.org/licenses/>.
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 | 
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(define-module (gnu packages graph)
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  #:use-module (guix download)
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						|
  #:use-module (guix gexp)
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						|
  #:use-module (guix git-download)
 | 
						|
  #:use-module (guix packages)
 | 
						|
  #:use-module (guix utils)
 | 
						|
  #:use-module (guix build-system cmake)
 | 
						|
  #:use-module (guix build-system gnu)
 | 
						|
  #:use-module (guix build-system pyproject)
 | 
						|
  #:use-module (guix build-system python)
 | 
						|
  #:use-module (guix build-system r)
 | 
						|
  #:use-module ((guix licenses) #:prefix license:)
 | 
						|
  #:use-module (gnu packages)
 | 
						|
  #:use-module (gnu packages autotools)
 | 
						|
  #:use-module (gnu packages base)
 | 
						|
  #:use-module (gnu packages bioconductor)
 | 
						|
  #:use-module (gnu packages bioinformatics)
 | 
						|
  #:use-module (gnu packages bison)
 | 
						|
  #:use-module (gnu packages boost)
 | 
						|
  #:use-module (gnu packages c)
 | 
						|
  #:use-module (gnu packages check)
 | 
						|
  #:use-module (gnu packages compression)
 | 
						|
  #:use-module (gnu packages cran)
 | 
						|
  #:use-module (gnu packages datastructures)
 | 
						|
  #:use-module (gnu packages docbook)
 | 
						|
  #:use-module (gnu packages flex)
 | 
						|
  #:use-module (gnu packages gd)
 | 
						|
  #:use-module (gnu packages graphics)
 | 
						|
  #:use-module (gnu packages graphviz)
 | 
						|
  #:use-module (gnu packages gtk)
 | 
						|
  #:use-module (gnu packages linux)
 | 
						|
  #:use-module (gnu packages machine-learning)
 | 
						|
  #:use-module (gnu packages maths)
 | 
						|
  #:use-module (gnu packages multiprecision)
 | 
						|
  #:use-module (gnu packages ncurses)
 | 
						|
  #:use-module (gnu packages pkg-config)
 | 
						|
  #:use-module (gnu packages pretty-print)
 | 
						|
  #:use-module (gnu packages python)
 | 
						|
  #:use-module (gnu packages python-build)
 | 
						|
  #:use-module (gnu packages python-check)
 | 
						|
  #:use-module (gnu packages python-compression)
 | 
						|
  #:use-module (gnu packages python-science)
 | 
						|
  #:use-module (gnu packages python-web)
 | 
						|
  #:use-module (gnu packages python-xyz)
 | 
						|
  #:use-module (gnu packages statistics)
 | 
						|
  #:use-module (gnu packages swig)
 | 
						|
  #:use-module (gnu packages time)
 | 
						|
  #:use-module (gnu packages xml))
 | 
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 | 
						|
(define-public plfit
 | 
						|
  (package
 | 
						|
    (name "plfit")
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						|
    (version "0.9.4")
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						|
    (source (origin
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              (method git-fetch)
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						|
              (uri (git-reference
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						|
                    (url "https://github.com/ntamas/plfit")
 | 
						|
                    (commit version)))
 | 
						|
              (file-name (git-file-name name version))
 | 
						|
              (sha256
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               (base32
 | 
						|
                "042b60cnsz5wy27sz026xs0mnn9p58j46crgs78skncgkvzqyyc6"))))
 | 
						|
    (build-system cmake-build-system)
 | 
						|
    (arguments
 | 
						|
     '(#:configure-flags (list "-DBUILD_SHARED_LIBS=ON")))
 | 
						|
    (home-page "https://github.com/ntamas/plfit")
 | 
						|
    (synopsis "Tool for fitting power-law distributions to empirical data")
 | 
						|
    (description "The @command{plfit} command fits power-law distributions to
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empirical (discrete or continuous) data, according to the method of Clauset,
 | 
						|
Shalizi and Newman (@cite{Clauset A, Shalizi CR and Newman MEJ: Power-law
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						|
distributions in empirical data.  SIAM Review 51, 661-703 (2009)}).")
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    (license license:gpl2+)))
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						|
 | 
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(define-public igraph
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  (package
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    (name "igraph")
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    (version "0.10.7")
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    (source
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     (origin
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       (method git-fetch)
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       (uri (git-reference
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             (url "https://github.com/igraph/igraph")
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             (commit version)))
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						|
       (file-name (git-file-name name version))
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						|
       (patches (search-patches "igraph-fix-varargs-integer-size.patch"))
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						|
       (modules '((guix build utils)
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						|
                  (ice-9 ftw)
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						|
                  (srfi srfi-26)))
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						|
       (snippet '(begin
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                   (delete-file-recursively "vendor")
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						|
                   (delete-file-recursively "src/isomorphism/bliss")
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						|
                   (substitute* '("src/CMakeLists.txt"
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                                  "etc/cmake/benchmark_helpers.cmake")
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						|
                     ;; Remove extraneous bundling related variables.
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						|
                     ((".*_IS_VENDORED.*") "")
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						|
                     ((".*add_sub.*isomorphism/bliss.*") "")
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						|
                     (("(.*TARGETS.*)bliss(.*)cxsparse_vendored(.*)pcg(.*)"
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						|
                       _ part1 part2 part3 part4)
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						|
                      (string-append part1 part2 part3 part4))
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                     (("cxsparse_vendored") "cxsparse")
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                     ((" pcg ") " pcg_random "))
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						|
                   (substitute* "CMakeLists.txt"
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                     (("add_sub.*vendor.*") ""))))
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						|
       (sha256
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        (base32
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         "025f9c2jsawniqkig4l5z3v9aw3ipazmnlsf80b653mns5bvj1yn"))))
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						|
    (build-system cmake-build-system)
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						|
    (arguments
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						|
     (list
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						|
      #:configure-flags
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						|
      #~(list "-DBUILD_SHARED_LIBS=ON"
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              ;; Use the same integer width as suitesparse-cxsparse, which
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						|
              ;; uses int64_t in SuiteSparse v6.0.0 and later.
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              "-DIGRAPH_INTEGER_SIZE=64")
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						|
      #:test-target "check"
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						|
      #:phases
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						|
      #~(modify-phases %standard-phases
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						|
          (add-after 'unpack 'version-file
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						|
            (lambda _
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						|
              (let ((port (open-file "IGRAPH_VERSION" "w")))
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						|
                (display #$version port)
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						|
                (close port))))
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						|
          (add-after 'unpack 'patch-suitesparse
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						|
            (lambda _
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						|
              (substitute* '("src/core/sparsemat.c"
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						|
                             "include/igraph_sparsemat.h")
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						|
                (("<cs/cs\\.h>") "<cs.h>")
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                (("cs_igraph") "cs_dl")
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						|
                (("__BEGIN_DECLS.*" all)
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						|
                 (string-append all "\n#define CS_LONG\n")))))
 | 
						|
          (add-after 'unpack 'patch-pcg
 | 
						|
            (lambda _
 | 
						|
              (substitute* '("src/random/rng_pcg32.c"
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						|
                             "src/random/rng_pcg64.c")
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						|
                (("#include \"pcg/(.*)\"" _ name)
 | 
						|
                 (string-append "#include <" name ">")))))
 | 
						|
          (add-after 'unpack 'patch-bliss
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						|
            (lambda _
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						|
              (substitute* "src/isomorphism/bliss.cc"
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						|
                (("#include \"bliss.*")
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                 (string-append
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						|
                  "#include <bliss/graph.hh>\n"
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						|
                  "#include <bliss/digraph.hh>\n")))))
 | 
						|
          (add-after 'build 'build-doc
 | 
						|
            (lambda _
 | 
						|
              (invoke "cmake" "--build" "." "--target" "html")))
 | 
						|
          (add-after 'install 'install-doc
 | 
						|
            (lambda _
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						|
              (copy-recursively
 | 
						|
               "doc/html"
 | 
						|
               (string-append #$output "/share/doc/"
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						|
                              #$name "-" #$version "/html")))))))
 | 
						|
    (native-inputs
 | 
						|
     (list bison
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						|
           docbook-xml-4.3
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						|
           docbook-xsl
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						|
           flex
 | 
						|
           pcg-c
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						|
           pkg-config
 | 
						|
           ;; For the HTML documentation.
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						|
           python
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						|
           source-highlight
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           xmlto))
 | 
						|
    (inputs
 | 
						|
     (list arpack-ng
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						|
           bliss
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           glpk
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						|
           lapack
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						|
           openblas
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						|
           plfit
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						|
           suitesparse-cxsparse))
 | 
						|
    ;; libxml2 is in the 'Requires.private' of igraph.pc.
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						|
    (propagated-inputs (list libxml2))
 | 
						|
    (home-page "https://igraph.org")
 | 
						|
    (synopsis "Network analysis and visualization")
 | 
						|
    (description
 | 
						|
     "This package provides a library for the analysis of networks and graphs.
 | 
						|
It can handle large graphs very well and provides functions for generating
 | 
						|
random and regular graphs, graph visualization, centrality methods and much
 | 
						|
more.")
 | 
						|
    (license license:gpl2+)))
 | 
						|
 | 
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(define-public python-igraph
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						|
  ;; Temporarily use a precise commit, as there was a mistake in the last
 | 
						|
  ;; release that was fixed by it (see:
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  ;; https://github.com/igraph/python-igraph/issues/632).
 | 
						|
  (let ((revision "0")
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						|
        (commit "b6ebd8eb277fc1d0e33340a6624629a10c638992"))
 | 
						|
    (package
 | 
						|
      (inherit igraph)
 | 
						|
      (name "python-igraph")
 | 
						|
      (version (git-version "0.10.4" revision commit))
 | 
						|
      (source (origin
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						|
                (method git-fetch)
 | 
						|
                ;; The PyPI archive lacks tests.
 | 
						|
                (uri (git-reference
 | 
						|
                      (url "https://github.com/igraph/python-igraph")
 | 
						|
                      (commit commit)))
 | 
						|
                (file-name (git-file-name name version))
 | 
						|
                (sha256
 | 
						|
                 (base32
 | 
						|
                  "0dhrz5a6pi6vs94fm8q4nmkh6v1nmpw1sk482xls213zcbbh67hd"))))
 | 
						|
      (build-system pyproject-build-system)
 | 
						|
      (arguments
 | 
						|
       (list
 | 
						|
        #:phases
 | 
						|
        #~(modify-phases %standard-phases
 | 
						|
            (add-after 'unpack 'specify-libigraph-location
 | 
						|
              (lambda _
 | 
						|
                (let ((igraph #$(this-package-input "igraph")))
 | 
						|
                  (substitute* "setup.py"
 | 
						|
                    (("(LIBIGRAPH_FALLBACK_INCLUDE_DIRS = ).*" _ var)
 | 
						|
                     (string-append
 | 
						|
                      var (format #f "[~s]~%"
 | 
						|
                                  (string-append igraph "/include/igraph"))))
 | 
						|
                    (("(LIBIGRAPH_FALLBACK_LIBRARY_DIRS = ).*" _ var)
 | 
						|
                     (string-append
 | 
						|
                      var (format #f "[~s]~%"
 | 
						|
                                  (string-append igraph "/lib")))))))))))
 | 
						|
      (inputs (list igraph))
 | 
						|
      (propagated-inputs (list python-texttable))
 | 
						|
      (native-inputs (list python-pytest))
 | 
						|
      (home-page "https://igraph.org/python/")
 | 
						|
      (synopsis "Python bindings for the igraph network analysis library"))))
 | 
						|
 | 
						|
(define-public r-rbiofabric
 | 
						|
  (let ((commit "666c2ae8b0a537c006592d067fac6285f71890ac")
 | 
						|
        (revision "1"))
 | 
						|
    (package
 | 
						|
      (name "r-rbiofabric")
 | 
						|
      (version (string-append "0.3-" revision "." (string-take commit 7)))
 | 
						|
      (source (origin
 | 
						|
                (method git-fetch)
 | 
						|
                (uri (git-reference
 | 
						|
                      (url "https://github.com/wjrl/RBioFabric")
 | 
						|
                      (commit commit)))
 | 
						|
                (file-name (string-append name "-" version "-checkout"))
 | 
						|
                (sha256
 | 
						|
                 (base32
 | 
						|
                  "1yahqrcrqpbcywv73y9rlmyz8apdnp08afialibrr93ch0p06f8z"))))
 | 
						|
      (build-system r-build-system)
 | 
						|
      (propagated-inputs
 | 
						|
       (list r-igraph))
 | 
						|
      (home-page "http://www.biofabric.org/")
 | 
						|
      (synopsis "BioFabric network visualization")
 | 
						|
      (description "This package provides an implementation of the function
 | 
						|
@code{bioFabric} for creating scalable network digrams where nodes are
 | 
						|
represented by horizontal lines, and edges are represented by vertical
 | 
						|
lines.")
 | 
						|
      (license license:expat))))
 | 
						|
 | 
						|
(define-public python-plotly
 | 
						|
  (package
 | 
						|
    (name "python-plotly")
 | 
						|
    (version "5.14.1")
 | 
						|
    (source (origin
 | 
						|
              (method git-fetch)
 | 
						|
              (uri (git-reference
 | 
						|
                    (url "https://github.com/plotly/plotly.py")
 | 
						|
                    (commit (string-append "v" version))))
 | 
						|
              (file-name (git-file-name name version))
 | 
						|
              (sha256
 | 
						|
               (base32
 | 
						|
                "12iy5cswn5c0590fvl87nr6vfyhvbxymrldh4c7dfm2gn6h8z8w0"))))
 | 
						|
    (build-system python-build-system)
 | 
						|
    (arguments
 | 
						|
     (list
 | 
						|
      #:phases
 | 
						|
      #~(modify-phases %standard-phases
 | 
						|
          (add-before 'build 'skip-npm
 | 
						|
            ;; npm is not packaged so build without it
 | 
						|
            (lambda _
 | 
						|
              (setenv "SKIP_NPM" "T")))
 | 
						|
          (add-after 'unpack 'fix-version
 | 
						|
            ;; TODO: Versioneer in Guix gets its release version from the
 | 
						|
            ;; parent directory, but the plotly package is located inside a
 | 
						|
            ;; depth 3 subdirectory.  Try to use versioneer if possible.
 | 
						|
            (lambda _
 | 
						|
              (substitute* "packages/python/plotly/setup.py"
 | 
						|
                (("version=versioneer.get_version\\(),")
 | 
						|
                 (format #f "version=~s," #$version)))
 | 
						|
              (substitute* "packages/python/plotly/plotly/version.py"
 | 
						|
                (("__version__ = get_versions\\(\\)\\[\"version\"\\]")
 | 
						|
                 (format #f "__version__ = ~s" #$version)))))
 | 
						|
          (add-after 'fix-version 'chdir
 | 
						|
            (lambda _
 | 
						|
              (chdir "packages/python/plotly")))
 | 
						|
          (replace 'check
 | 
						|
            (lambda* (#:key tests? #:allow-other-keys)
 | 
						|
              (when tests?
 | 
						|
                (invoke "pytest" "-x" "plotly/tests/test_core")
 | 
						|
                (invoke "pytest" "-x" "plotly/tests/test_io")
 | 
						|
                ;; FIXME: Add optional dependencies and enable their tests.
 | 
						|
                ;; (invoke "pytest" "-x" "plotly/tests/test_optional")
 | 
						|
                (invoke "pytest" "_plotly_utils/tests")))))))
 | 
						|
    (native-inputs
 | 
						|
     (list python-ipywidgets python-pytest python-xarray))
 | 
						|
    (propagated-inputs
 | 
						|
     (list python-ipython
 | 
						|
           python-pandas
 | 
						|
           python-pillow
 | 
						|
           python-requests
 | 
						|
           python-retrying
 | 
						|
           python-six
 | 
						|
           python-tenacity
 | 
						|
           python-statsmodels))
 | 
						|
    (home-page "https://plotly.com/python/")
 | 
						|
    (synopsis "Interactive plotting library for Python")
 | 
						|
    (description "Plotly's Python graphing library makes interactive,
 | 
						|
publication-quality graphs online.  Examples of how to make line plots, scatter
 | 
						|
plots, area charts, bar charts, error bars, box plots, histograms, heatmaps,
 | 
						|
subplots, multiple-axes, polar charts, and bubble charts.")
 | 
						|
    (license license:expat)))
 | 
						|
 | 
						|
(define-public python-plotly-2.4.1
 | 
						|
  (package (inherit python-plotly)
 | 
						|
    (version "2.4.1")
 | 
						|
    (source
 | 
						|
      (origin
 | 
						|
        (method url-fetch)
 | 
						|
        (uri (pypi-uri "plotly" version))
 | 
						|
        (sha256
 | 
						|
         (base32
 | 
						|
          "0s9gk2fl53x8wwncs3fwii1vzfngr0sskv15v3mpshqmrqfrk27m"))))
 | 
						|
   (native-inputs '())
 | 
						|
   (propagated-inputs
 | 
						|
    (list python-decorator
 | 
						|
          python-nbformat
 | 
						|
          python-pandas
 | 
						|
          python-pytz
 | 
						|
          python-requests
 | 
						|
          python-six))
 | 
						|
   (arguments
 | 
						|
    (list
 | 
						|
     #:tests? #false ;The tests are not distributed in the release
 | 
						|
     #:phases
 | 
						|
     '(modify-phases %standard-phases
 | 
						|
        (add-after 'unpack 'python-compatibility
 | 
						|
          (lambda _
 | 
						|
            (substitute* "plotly/grid_objs/grid_objs.py"
 | 
						|
              (("from collections import MutableSequence")
 | 
						|
               "from collections.abc import MutableSequence")))))))))
 | 
						|
 | 
						|
(define-public python-louvain
 | 
						|
  (package
 | 
						|
    (name "python-louvain")
 | 
						|
    (version "0.16")
 | 
						|
    (source
 | 
						|
     (origin
 | 
						|
       (method url-fetch)
 | 
						|
       (uri (pypi-uri "python-louvain" version))
 | 
						|
       (patches (search-patches "python-louvain-fix-test.patch"))
 | 
						|
       (sha256
 | 
						|
        (base32 "0sx53l555rwq0z7if8agirjgw4ddp8r9b949wwz8vlig03sjvfmp"))))
 | 
						|
    (build-system python-build-system)
 | 
						|
    (native-inputs
 | 
						|
     (list python-setuptools-57))       ;for use_2to3 support
 | 
						|
    (propagated-inputs
 | 
						|
     (list python-networkx python-numpy))
 | 
						|
    (home-page "https://github.com/taynaud/python-louvain")
 | 
						|
    (synopsis "Louvain algorithm for community detection")
 | 
						|
    (description
 | 
						|
     "This package provides a pure Python implementation of the Louvain
 | 
						|
algorithm for community detection in large networks.")
 | 
						|
    (license license:bsd-3)))
 | 
						|
 | 
						|
(define-public python-vtraag-louvain
 | 
						|
  (package
 | 
						|
    (name "python-vtraag-louvain")
 | 
						|
    (version "0.8.0")
 | 
						|
    (source (origin
 | 
						|
              (method url-fetch)
 | 
						|
              (uri (pypi-uri "louvain" version))
 | 
						|
              (sha256
 | 
						|
               (base32
 | 
						|
                "16l2zi4jwc3vpvpnz32jv7xy0g5087dp9y57wxplj1xa9r312x0i"))))
 | 
						|
    (build-system pyproject-build-system)
 | 
						|
    (arguments
 | 
						|
     (list
 | 
						|
      #:phases
 | 
						|
      '(modify-phases %standard-phases
 | 
						|
         (add-after 'unpack 'do-not-use-bundled-igraph
 | 
						|
           (lambda _
 | 
						|
             (substitute* "setup.py"
 | 
						|
               (("self.external = False")
 | 
						|
                "self.external = True")
 | 
						|
               (("self.use_pkgconfig = False")
 | 
						|
                "self.use_pkgconfig = True")))))))
 | 
						|
    (inputs (list igraph))
 | 
						|
    (propagated-inputs (list python-igraph))
 | 
						|
    (native-inputs
 | 
						|
     (list pkg-config
 | 
						|
           python-ddt
 | 
						|
           python-setuptools-scm))
 | 
						|
    (home-page "https://github.com/vtraag/louvain")
 | 
						|
    (synopsis "Community detection in large networks")
 | 
						|
    (description
 | 
						|
     "Louvain is a general algorithm for methods of community detection in
 | 
						|
large networks.")
 | 
						|
    (license license:gpl3+)))
 | 
						|
 | 
						|
(define-public python-graphtools
 | 
						|
  (package
 | 
						|
    (name "python-graphtools")
 | 
						|
    (version "1.5.3")
 | 
						|
    (source
 | 
						|
     (origin
 | 
						|
       (method git-fetch)
 | 
						|
       (uri (git-reference
 | 
						|
             (url "https://github.com/KrishnaswamyLab/graphtools")
 | 
						|
             (commit (string-append "v" version))))
 | 
						|
       (file-name (git-file-name name version))
 | 
						|
       (sha256
 | 
						|
        (base32 "1aaxhij4y5z2vvc34qnb5py6nw3ciz35a3z4lfr223f9kvfpqgak"))))
 | 
						|
    (build-system pyproject-build-system)
 | 
						|
    (arguments
 | 
						|
     (list
 | 
						|
      #:phases
 | 
						|
      '(modify-phases %standard-phases
 | 
						|
         (replace 'check
 | 
						|
           (lambda* (#:key tests? #:allow-other-keys)
 | 
						|
             (when tests?
 | 
						|
               ;; Incompatibility with sklearn.
 | 
						|
               ;; 'kNNLandmarkGraph' object has no attribute '_landmark_op'
 | 
						|
               (delete-file "test/test_landmark.py")
 | 
						|
               (setenv "LOKY_MAX_CPU_COUNT" "1")
 | 
						|
               (invoke "nose2" "-v")))))))
 | 
						|
    (propagated-inputs
 | 
						|
     (list python-deprecated
 | 
						|
           python-future
 | 
						|
           python-numpy
 | 
						|
           python-pygsp
 | 
						|
           python-scikit-learn
 | 
						|
           python-scipy
 | 
						|
           python-tasklogger))
 | 
						|
    (native-inputs
 | 
						|
     (list util-linux ;for lscpu
 | 
						|
           python-anndata
 | 
						|
           python-black
 | 
						|
           python-coverage
 | 
						|
           python-coveralls
 | 
						|
           python-nose
 | 
						|
           python-nose2
 | 
						|
           python-pandas
 | 
						|
           python-parameterized
 | 
						|
           python-igraph))
 | 
						|
    (home-page "https://github.com/KrishnaswamyLab/graphtools")
 | 
						|
    (synopsis "Tools for building and manipulating graphs in Python")
 | 
						|
    (description "This package provides tools for building and manipulating
 | 
						|
graphs in Python.")
 | 
						|
    (license license:gpl3)))
 | 
						|
 | 
						|
(define-public python-louvain-igraph
 | 
						|
  (package
 | 
						|
    (name "python-louvain-igraph")
 | 
						|
    (version "0.8.1")
 | 
						|
    (source
 | 
						|
     (origin
 | 
						|
       (method git-fetch)
 | 
						|
       (uri (git-reference
 | 
						|
             (url "https://github.com/vtraag/louvain-igraph")
 | 
						|
             (commit version)))
 | 
						|
       (file-name (git-file-name name version))
 | 
						|
       (sha256
 | 
						|
        (base32
 | 
						|
         "1j2ybihvvzggwjb9zvm829aqb5b94q10h8bw6v0h42xd9w75z9sv"))))
 | 
						|
    (build-system pyproject-build-system)
 | 
						|
    (arguments
 | 
						|
     (list
 | 
						|
      #:phases
 | 
						|
      #~(modify-phases %standard-phases
 | 
						|
          (add-after 'unpack 'find-igraph
 | 
						|
            (lambda _
 | 
						|
              (setenv "SETUPTOOLS_SCM_PRETEND_VERSION" #$version)
 | 
						|
              (substitute* "setup.py"
 | 
						|
                (("/usr/include/igraph")
 | 
						|
                 (string-append #$(this-package-input "igraph")
 | 
						|
                                "/include/igraph"))))))))
 | 
						|
    (propagated-inputs (list python-igraph))
 | 
						|
    (inputs (list igraph))
 | 
						|
    (native-inputs
 | 
						|
     (list python-ddt
 | 
						|
           python-setuptools-scm
 | 
						|
           pkg-config))
 | 
						|
    (home-page "https://github.com/vtraag/louvain-igraph")
 | 
						|
    (synopsis "Implementation of the Louvain algorithm")
 | 
						|
    (description "This package implements the Louvain algorithm for community
 | 
						|
detection in C++ and exposes it to Python.  Besides the relative flexibility
 | 
						|
of the implementation, it also scales well, and can be run on graphs of
 | 
						|
millions of nodes (as long as they can fit in memory).  The core function is
 | 
						|
@code{find_partition} which finds the optimal partition using the louvain
 | 
						|
algorithm for a number of different methods.")
 | 
						|
    (license license:gpl3+)))
 | 
						|
 | 
						|
(define-public python-pygsp
 | 
						|
  (package
 | 
						|
    (name "python-pygsp")
 | 
						|
    (version "0.5.1")
 | 
						|
    (source
 | 
						|
     (origin
 | 
						|
       (method url-fetch)
 | 
						|
       (uri (pypi-uri "PyGSP" version))
 | 
						|
       (sha256
 | 
						|
        (base32 "002q4z3p3ka81rzhgi66qqmz1ccrg9hwch4bax7jsqixg64asx28"))))
 | 
						|
    (build-system pyproject-build-system)
 | 
						|
    (arguments
 | 
						|
     (list
 | 
						|
      #:test-flags
 | 
						|
      ;; These all fail due to a type error in scipy.
 | 
						|
      '(list "-k" (string-append "not test_bunny"
 | 
						|
                                 " and not test_lowstretchtree"
 | 
						|
                                 " and not test_nngraph"
 | 
						|
                                 " and not test_plot_graphs"
 | 
						|
                                 " and not test_randomregular"))
 | 
						|
      #:phases
 | 
						|
      '(modify-phases %standard-phases
 | 
						|
         (add-after 'unpack 'disable-doctests
 | 
						|
           (lambda _
 | 
						|
             (substitute* "pygsp/tests/test_all.py"
 | 
						|
               (("def test_docstrings.*") "def _disabled_test_docstrings():\n")
 | 
						|
               (("return doctest.DocFileSuite.*") "return False\n")
 | 
						|
               (("suites.append\\(test_docstrings.*")
 | 
						|
                "")))))))
 | 
						|
    (propagated-inputs (list python-numpy python-scikit-image python-scipy))
 | 
						|
    (native-inputs (list python-coverage python-coveralls python-flake8))
 | 
						|
    (home-page "https://github.com/epfl-lts2/pygsp")
 | 
						|
    (synopsis "Graph Signal Processing in Python")
 | 
						|
    (description "The PyGSP is a Python package to ease signal processing on
 | 
						|
graphs.")
 | 
						|
    (license license:bsd-3)))
 | 
						|
 | 
						|
(define-public faiss
 | 
						|
  (package
 | 
						|
    (name "faiss")
 | 
						|
    (version "1.5.0")
 | 
						|
    (source (origin
 | 
						|
              (method git-fetch)
 | 
						|
              (uri (git-reference
 | 
						|
                    (url "https://github.com/facebookresearch/faiss")
 | 
						|
                    (commit (string-append "v" version))))
 | 
						|
              (file-name (git-file-name name version))
 | 
						|
              (sha256
 | 
						|
               (base32
 | 
						|
                "0pk15jfa775cy2pqmzq62nhd6zfjxmpvz5h731197c28aq3zw39w"))
 | 
						|
              (modules '((guix build utils)))
 | 
						|
              (snippet
 | 
						|
               '(begin
 | 
						|
                  (substitute* "utils.cpp"
 | 
						|
                    (("#include <immintrin.h>")
 | 
						|
                     "#ifdef __SSE__\n#include <immintrin.h>\n#endif"))
 | 
						|
                  #t))))
 | 
						|
    (build-system cmake-build-system)
 | 
						|
    (arguments
 | 
						|
     `(#:configure-flags
 | 
						|
       (list "-DBUILD_WITH_GPU=OFF"     ; thanks, but no thanks, CUDA.
 | 
						|
             "-DBUILD_TUTORIAL=OFF")    ; we don't need those
 | 
						|
       #:phases
 | 
						|
       (modify-phases %standard-phases
 | 
						|
         (add-after 'unpack 'prepare-build
 | 
						|
           (lambda _
 | 
						|
             (let ((features (list ,@(let ((system (or (%current-target-system)
 | 
						|
                                                       (%current-system))))
 | 
						|
                                       (cond
 | 
						|
                                        ((string-prefix? "x86_64" system)
 | 
						|
                                         '("-mavx" "-msse2" "-mpopcnt"))
 | 
						|
                                        ((string-prefix? "i686" system)
 | 
						|
                                         '("-msse2" "-mpopcnt"))
 | 
						|
                                        (else
 | 
						|
                                         '()))))))
 | 
						|
               (substitute* "CMakeLists.txt"
 | 
						|
                 (("-m64") "")
 | 
						|
                 (("-mpopcnt") "")      ; only some architectures
 | 
						|
                 (("-msse4")
 | 
						|
                  (string-append
 | 
						|
                   (string-join features)
 | 
						|
                   " -I" (getcwd)))
 | 
						|
                 ;; Build also the shared library
 | 
						|
                 (("ARCHIVE DESTINATION lib")
 | 
						|
                  "LIBRARY DESTINATION lib")
 | 
						|
                 (("add_library.*" m)
 | 
						|
                  "\
 | 
						|
add_library(objlib OBJECT ${faiss_cpu_headers} ${faiss_cpu_cpp})
 | 
						|
set_property(TARGET objlib PROPERTY POSITION_INDEPENDENT_CODE 1)
 | 
						|
add_library(${faiss_lib}_static STATIC $<TARGET_OBJECTS:objlib>)
 | 
						|
add_library(${faiss_lib} SHARED $<TARGET_OBJECTS:objlib>)
 | 
						|
install(TARGETS ${faiss_lib}_static ARCHIVE DESTINATION lib)
 | 
						|
\n")))
 | 
						|
 | 
						|
             ;; See https://github.com/facebookresearch/faiss/issues/520
 | 
						|
             (substitute* "IndexScalarQuantizer.cpp"
 | 
						|
               (("#define USE_AVX") ""))
 | 
						|
 | 
						|
             ;; Make header files available for compiling tests.
 | 
						|
             (mkdir-p "faiss")
 | 
						|
             (for-each (lambda (file)
 | 
						|
                         (mkdir-p (string-append "faiss/" (dirname file)))
 | 
						|
                         (copy-file file (string-append "faiss/" file)))
 | 
						|
                       (find-files "." "\\.h$"))
 | 
						|
             #t))
 | 
						|
         (replace 'check
 | 
						|
           (lambda _
 | 
						|
             (invoke "make" "-C" "tests"
 | 
						|
                     (format #f "-j~a" (parallel-job-count)))))
 | 
						|
         (add-after 'install 'remove-tests
 | 
						|
           (lambda* (#:key outputs #:allow-other-keys)
 | 
						|
             (delete-file-recursively
 | 
						|
              (string-append (assoc-ref outputs "out")
 | 
						|
                             "/test"))
 | 
						|
             #t)))))
 | 
						|
    (inputs
 | 
						|
     (list openblas))
 | 
						|
    (native-inputs
 | 
						|
     (list googletest))
 | 
						|
    (home-page "https://github.com/facebookresearch/faiss")
 | 
						|
    (synopsis "Efficient similarity search and clustering of dense vectors")
 | 
						|
    (description "Faiss is a library for efficient similarity search and
 | 
						|
clustering of dense vectors.  It contains algorithms that search in sets of
 | 
						|
vectors of any size, up to ones that possibly do not fit in RAM.  It also
 | 
						|
contains supporting code for evaluation and parameter tuning.")
 | 
						|
    (license license:bsd-3)))
 | 
						|
 | 
						|
(define-public python-faiss
 | 
						|
  (package (inherit faiss)
 | 
						|
    (name "python-faiss")
 | 
						|
    (build-system python-build-system)
 | 
						|
    (arguments
 | 
						|
     `(#:phases
 | 
						|
       (modify-phases %standard-phases
 | 
						|
         (add-after 'unpack 'chdir
 | 
						|
           (lambda _ (chdir "python") #t))
 | 
						|
         (add-after 'chdir 'build-swig
 | 
						|
           (lambda* (#:key inputs #:allow-other-keys)
 | 
						|
             (with-output-to-file "../makefile.inc"
 | 
						|
               (lambda ()
 | 
						|
                 (let ((python-version ,(version-major+minor (package-version python))))
 | 
						|
                   (format #t "\
 | 
						|
PYTHONCFLAGS =-I~a/include/python~a/ -I~a/lib/python~a/site-packages/numpy/core/include
 | 
						|
LIBS = -lpython~a -lfaiss
 | 
						|
SHAREDFLAGS = -shared -fopenmp
 | 
						|
CXXFLAGS = -fpermissive -fopenmp -fPIC
 | 
						|
CPUFLAGS = ~{~a ~}~%"
 | 
						|
                           (assoc-ref inputs "python*") python-version
 | 
						|
                           (assoc-ref inputs "python-numpy") python-version
 | 
						|
                           python-version
 | 
						|
                           (list ,@(let ((system (or (%current-target-system)
 | 
						|
                                                     (%current-system))))
 | 
						|
                                     (cond
 | 
						|
                                       ((string-prefix? "x86_64" system)
 | 
						|
                                        '("-mavx" "-msse2" "-mpopcnt"))
 | 
						|
                                       ((string-prefix? "i686" system)
 | 
						|
                                        '("-msse2" "-mpopcnt"))
 | 
						|
                                       (else
 | 
						|
                                         '()))))))))
 | 
						|
             (substitute* "Makefile"
 | 
						|
               (("../libfaiss.a") ""))
 | 
						|
             (invoke "make" "cpu"))))))
 | 
						|
    (inputs
 | 
						|
     `(("faiss" ,faiss)
 | 
						|
       ("openblas" ,openblas)
 | 
						|
       ("python*" ,python)
 | 
						|
       ("swig" ,swig)))
 | 
						|
    (propagated-inputs
 | 
						|
     (list python-matplotlib python-numpy))
 | 
						|
    (description "Faiss is a library for efficient similarity search and
 | 
						|
clustering of dense vectors.  This package provides Python bindings to the
 | 
						|
Faiss library.")))
 | 
						|
 | 
						|
(define-public python-leidenalg
 | 
						|
  (package
 | 
						|
    (name "python-leidenalg")
 | 
						|
    (version "0.9.1")
 | 
						|
    (source
 | 
						|
     (origin
 | 
						|
       (method url-fetch)
 | 
						|
       (uri (pypi-uri "leidenalg" version))
 | 
						|
       (sha256
 | 
						|
        (base32
 | 
						|
         "1wvmi6ca9kf8pbxg6b18n64h82wr9a6wcdazyn82pww0dwxzwp3y"))))
 | 
						|
    (build-system python-build-system)
 | 
						|
    (arguments
 | 
						|
     '(#:tests? #f                      ;tests are not included
 | 
						|
       #:phases (modify-phases %standard-phases
 | 
						|
                  (add-after 'unpack 'fix-requirements
 | 
						|
                    (lambda _
 | 
						|
                      (substitute* "setup.py"
 | 
						|
                        (("self.external = False")
 | 
						|
                         "self.external = True")
 | 
						|
                        (("self.use_pkgconfig = False")
 | 
						|
                         "self.use_pkgconfig = True")
 | 
						|
                        (("python-igraph >=")
 | 
						|
                         "igraph >=")))))))
 | 
						|
    (native-inputs
 | 
						|
     (list pkg-config python-setuptools-scm))
 | 
						|
    (inputs
 | 
						|
     (list igraph))
 | 
						|
    (propagated-inputs
 | 
						|
     (list python-igraph))
 | 
						|
    (home-page "https://github.com/vtraag/leidenalg")
 | 
						|
    (synopsis "Community detection in large networks")
 | 
						|
    (description
 | 
						|
     "Leiden is a general algorithm for methods of community detection in
 | 
						|
large networks.  This package implements the Leiden algorithm in C++ and
 | 
						|
exposes it to Python.  Besides the relative flexibility of the implementation,
 | 
						|
it also scales well, and can be run on graphs of millions of nodes (as long as
 | 
						|
they can fit in memory).  The core function is @code{find_partition} which
 | 
						|
finds the optimal partition using the Leiden algorithm, which is an extension
 | 
						|
of the Louvain algorithm, for a number of different methods.")
 | 
						|
    (license license:gpl3+)))
 | 
						|
 | 
						|
(define-public edge-addition-planarity-suite
 | 
						|
  (package
 | 
						|
    (name "edge-addition-planarity-suite")
 | 
						|
    (version "3.0.2.0")
 | 
						|
    (source
 | 
						|
     (origin
 | 
						|
       (method git-fetch)
 | 
						|
       (uri (git-reference
 | 
						|
              (url (string-append "https://github.com/graph-algorithms/"
 | 
						|
                                  name))
 | 
						|
              (commit (string-append "Version_" version))))
 | 
						|
       (file-name (git-file-name name version))
 | 
						|
       (sha256
 | 
						|
        (base32
 | 
						|
         "1c7bnxgiz28mqsq3a3msznmjq629w0qqjynm2rqnnjn2qpc22h3i"))))
 | 
						|
    (build-system gnu-build-system)
 | 
						|
    (native-inputs
 | 
						|
     (list autoconf automake libtool))
 | 
						|
    (synopsis "Embedding of planar graphs")
 | 
						|
    (description "The package provides a reference implementation of the
 | 
						|
linear time edge addition algorithm for embedding planar graphs and
 | 
						|
isolating planarity obstructions.")
 | 
						|
    (license license:bsd-3)
 | 
						|
    (home-page
 | 
						|
      "https://github.com/graph-algorithms/edge-addition-planarity-suite")))
 | 
						|
 | 
						|
(define-public rw
 | 
						|
  (package
 | 
						|
    (name "rw")
 | 
						|
    ;; There is a version 0.8, but the tarball is broken with symlinks
 | 
						|
    ;; to /usr/share.
 | 
						|
    (version "0.9")
 | 
						|
    (source (origin
 | 
						|
              (method url-fetch)
 | 
						|
              (uri (string-append "mirror://sourceforge/rankwidth/"
 | 
						|
                                  "rw-" version ".tar.gz"))
 | 
						|
              (sha256
 | 
						|
               (base32
 | 
						|
                "0hdlxxmlccb6fp7g58zv0rdzpbyjn9bgqlf052sgrk95zq33bq61"))
 | 
						|
              (patches (search-patches "rw-igraph-0.10.patch"))))
 | 
						|
    (build-system gnu-build-system)
 | 
						|
    (native-inputs (list pkg-config))
 | 
						|
    (inputs (list igraph))
 | 
						|
    (home-page "https://sourceforge.net/projects/rankwidth/")
 | 
						|
    (synopsis "Rank-width and rank-decomposition of graphs")
 | 
						|
    (description "rw computes rank-width and rank-decompositions
 | 
						|
of graphs.")
 | 
						|
    (license license:gpl2+)))
 | 
						|
 | 
						|
(define-public mscgen
 | 
						|
  (package
 | 
						|
    (name "mscgen")
 | 
						|
    (version "0.20")
 | 
						|
    (source
 | 
						|
     (origin
 | 
						|
       (method url-fetch)
 | 
						|
       (uri (string-append "http://www.mcternan.me.uk/mscgen/software/mscgen-src-"
 | 
						|
                           version ".tar.gz"))
 | 
						|
       (sha256
 | 
						|
        (base32
 | 
						|
         "08yw3maxhn5fl1lff81gmcrpa4j9aas4mmby1g9w5qcr0np82d1w"))))
 | 
						|
    (build-system gnu-build-system)
 | 
						|
    (native-inputs
 | 
						|
     (list pkg-config))
 | 
						|
    (inputs
 | 
						|
     (list gd))
 | 
						|
    (home-page "https://www.mcternan.me.uk/mscgen/")
 | 
						|
    (synopsis "Message Sequence Chart Generator")
 | 
						|
    (description "Mscgen is a small program that parses Message Sequence Chart
 | 
						|
descriptions and produces PNG, SVG, EPS or server side image maps (ismaps) as
 | 
						|
the output.  Message Sequence Charts (MSCs) are a way of representing entities
 | 
						|
and interactions over some time period and are often used in combination with
 | 
						|
SDL.  MSCs are popular in Telecoms to specify how protocols operate although
 | 
						|
MSCs need not be complicated to create or use.  Mscgen aims to provide a simple
 | 
						|
text language that is clear to create, edit and understand, which can also be
 | 
						|
transformed into common image formats for display or printing.")
 | 
						|
    (license license:gpl2+)))
 | 
						|
 | 
						|
(define-public python-graph-tool
 | 
						|
  (package
 | 
						|
    (name "python-graph-tool")
 | 
						|
    (version "2.59")
 | 
						|
    (source (origin
 | 
						|
              (method url-fetch)
 | 
						|
              (uri (string-append
 | 
						|
                    "https://downloads.skewed.de/graph-tool/graph-tool-"
 | 
						|
                    version ".tar.bz2"))
 | 
						|
              (sha256
 | 
						|
               (base32
 | 
						|
                "1bmck5fcihj9lr5kd8x624bdi9xhfc13pl4mwzv74jr5lz07kr6d"))))
 | 
						|
    (build-system gnu-build-system)
 | 
						|
    (arguments
 | 
						|
     `(#:imported-modules (,@%gnu-build-system-modules
 | 
						|
                           (guix build python-build-system))
 | 
						|
       #:modules (,@%gnu-build-system-modules
 | 
						|
                  ((guix build python-build-system) #:select (site-packages)))
 | 
						|
       #:configure-flags
 | 
						|
       (list (string-append "--with-boost="
 | 
						|
                            (assoc-ref %build-inputs "boost"))
 | 
						|
             (string-append "--with-python-module-path="
 | 
						|
                            (site-packages %build-inputs %outputs)))))
 | 
						|
    (native-inputs
 | 
						|
     (list ncurses pkg-config))
 | 
						|
    (inputs
 | 
						|
     (list boost
 | 
						|
           cairomm-1.14
 | 
						|
           cgal
 | 
						|
           expat
 | 
						|
           gmp
 | 
						|
           gtk+
 | 
						|
           python-wrapper
 | 
						|
           sparsehash))
 | 
						|
    (propagated-inputs
 | 
						|
     (list python-matplotlib
 | 
						|
           python-numpy
 | 
						|
           python-pycairo
 | 
						|
           python-scipy
 | 
						|
           python-zstandard))
 | 
						|
    (synopsis "Manipulate and analyze graphs with Python efficiently")
 | 
						|
    (description "Graph-tool is an efficient Python module for manipulation
 | 
						|
and statistical analysis of graphs (a.k.a. networks).  Contrary to most other
 | 
						|
Python modules with similar functionality, the core data structures and
 | 
						|
algorithms are implemented in C++, making extensive use of template
 | 
						|
metaprogramming, based heavily on the Boost Graph Library.  This confers it a
 | 
						|
level of performance that is comparable (both in memory usage and computation
 | 
						|
time) to that of a pure C/C++ library.")
 | 
						|
    (home-page "https://graph-tool.skewed.de/")
 | 
						|
    (license license:lgpl3+)))
 |