Merge remote-tracking branch 'origin/405-dev-lost-password-design' into dev-merge

[gargantext.git] / src-test / Graph / Clustering.hs

{-|
Module      : Graph.Clustering
Description : Basic tests to avoid quick regression
Copyright   : (c) CNRS, 2017-Present
License     : AGPL + CECILL v3
Maintainer  : team@gargantext.org
Stability   : experimental
Portability : POSIX

-}


module Graph.Clustering where

import Gargantext.API.Ngrams.Types (NgramsTerm(..))
import Gargantext.Core.Viz.Graph (Graph(..), Strength(..))
import Gargantext.Core.Viz.Graph.Tools (doDistanceMap)
import Gargantext.Core.Viz.Graph.Tools.IGraph (spinglass)
import Gargantext.Prelude
import Test.Hspec
import Data.HashMap.Strict (HashMap)
import qualified Data.HashMap.Strict as HashMap
import qualified Data.List as List
import Gargantext.Core.Viz.Graph.Tools (PartitionMethod(..))
import Gargantext.Core.Viz.Graph.Tools.IGraph (spinglass)
import Gargantext.Core.Methods.Distances (Distance(..))

myCooc :: HashMap (NgramsTerm, NgramsTerm) Int
myCooc = HashMap.fromList [((NgramsTerm {unNgramsTerm = "gev au"},NgramsTerm {unNgramsTerm = "sqrt"}),12),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "data"}),8),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "transverse momentum"}),6),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "gev au"}),7),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "rhic"}),13),((NgramsTerm {unNgramsTerm = "p"},NgramsTerm {unNgramsTerm = "sqrt"}),27),((NgramsTerm {unNgramsTerm = "pi ^"},NgramsTerm {unNgramsTerm = "s"}),8),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "p"}),27),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "s"}),10),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"}),5),((NgramsTerm {unNgramsTerm = "eta"},NgramsTerm {unNgramsTerm = "gev"}),9),((NgramsTerm {unNgramsTerm = "phi"},NgramsTerm {unNgramsTerm = "transverse momentum"}),3),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "hadrons"}),4),((NgramsTerm {unNgramsTerm = "data"},NgramsTerm {unNgramsTerm = "gev"}),9),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "gev/c"}),3),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "nn"}),80),((NgramsTerm {unNgramsTerm = "p"},NgramsTerm {unNgramsTerm = "particle"}),3),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "p collisions"}),6),((NgramsTerm {unNgramsTerm = "nn"},NgramsTerm {unNgramsTerm = "sqrt"}),88),((NgramsTerm {unNgramsTerm = "centrality dependence"},NgramsTerm {unNgramsTerm = "gev/c"}),5),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "gev au"}),5),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "p_t"}),5),((NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"},NgramsTerm {unNgramsTerm = "sqrt"}),10),((NgramsTerm {unNgramsTerm = "rhic"},NgramsTerm {unNgramsTerm = "s_nn"}),12),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "p"}),21),((NgramsTerm {unNgramsTerm = "data"},NgramsTerm {unNgramsTerm = "sqrt"}),6),((NgramsTerm {unNgramsTerm = "au-au collisions"},NgramsTerm {unNgramsTerm = "gev"}),12),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"}),8),((NgramsTerm {unNgramsTerm = "centrality dependence"},NgramsTerm {unNgramsTerm = "rhic"}),3),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "eta"}),4),((NgramsTerm {unNgramsTerm = "eta"},NgramsTerm {unNgramsTerm = "sqrt"}),9),((NgramsTerm {unNgramsTerm = "nn"},NgramsTerm {unNgramsTerm = "particle"}),8),((NgramsTerm {unNgramsTerm = "au-au collisions"},NgramsTerm {unNgramsTerm = "sqrt"}),10),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "s_nn"}),12),((NgramsTerm {unNgramsTerm = "data"},NgramsTerm {unNgramsTerm = "particle"}),4),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "phenix experiment"}),4),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "nn"}),65),((NgramsTerm {unNgramsTerm = "mid-rapidity"},NgramsTerm {unNgramsTerm = "number"}),3),((NgramsTerm {unNgramsTerm = "p_t"},NgramsTerm {unNgramsTerm = "s_nn"}),11),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "not found"}),7),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "number"}),4),((NgramsTerm {unNgramsTerm = "nn"},NgramsTerm {unNgramsTerm = "pi ^"}),7),((NgramsTerm {unNgramsTerm = "hadrons"},NgramsTerm {unNgramsTerm = "spectra"}),3),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "s"}),9),((NgramsTerm {unNgramsTerm = "second part"},NgramsTerm {unNgramsTerm = "thesis"}),4),((NgramsTerm {unNgramsTerm = "eta"},NgramsTerm {unNgramsTerm = "pi ^"}),5),((NgramsTerm {unNgramsTerm = "midrapidity"},NgramsTerm {unNgramsTerm = "p collisions"}),3),((NgramsTerm {unNgramsTerm = "phenix experiment"},NgramsTerm {unNgramsTerm = "s_nn"}),13),((NgramsTerm {unNgramsTerm = "number"},NgramsTerm {unNgramsTerm = "s_nn"}),5),((NgramsTerm {unNgramsTerm = "nuclear modification factors"},NgramsTerm {unNgramsTerm = "p collisions"}),3),((NgramsTerm {unNgramsTerm = "centrality dependence"},NgramsTerm {unNgramsTerm = "number"}),4),((NgramsTerm {unNgramsTerm = "centrality dependence"},NgramsTerm {unNgramsTerm = "s"}),8),((NgramsTerm {unNgramsTerm = "mid-rapidity"},NgramsTerm {unNgramsTerm = "p"}),6),((NgramsTerm {unNgramsTerm = "lambda"},NgramsTerm {unNgramsTerm = "rhic"}),4),((NgramsTerm {unNgramsTerm = "p"},NgramsTerm {unNgramsTerm = "pi ^"}),13),((NgramsTerm {unNgramsTerm = "lambda"},NgramsTerm {unNgramsTerm = "p"}),3),((NgramsTerm {unNgramsTerm = "gev au"},NgramsTerm {unNgramsTerm = "pi ^"}),3),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "nn"}),10),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "mid-rapidity"}),7),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "p_t"}),3),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "yields"}),7),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "phenix experiment"}),9),((NgramsTerm {unNgramsTerm = "mid-rapidity"},NgramsTerm {unNgramsTerm = "rhic"}),7),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "gev/c"}),6),((NgramsTerm {unNgramsTerm = "data"},NgramsTerm {unNgramsTerm = "pi ^"}),4),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "central collisions"}),3),((NgramsTerm {unNgramsTerm = "centrality dependence"},NgramsTerm {unNgramsTerm = "not found"}),7),((NgramsTerm {unNgramsTerm = "s"},NgramsTerm {unNgramsTerm = "s_nn"}),7),((NgramsTerm {unNgramsTerm = "centrality dependence"},NgramsTerm {unNgramsTerm = "phenix experiment"}),5),((NgramsTerm {unNgramsTerm = "data"},NgramsTerm {unNgramsTerm = "energy"}),3),((NgramsTerm {unNgramsTerm = "ratio"},NgramsTerm {unNgramsTerm = "s"}),4),((NgramsTerm {unNgramsTerm = "function"},NgramsTerm {unNgramsTerm = "nn"}),6),((NgramsTerm {unNgramsTerm = "energy"},NgramsTerm {unNgramsTerm = "p"}),4),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "number"}),11),((NgramsTerm {unNgramsTerm = "p"},NgramsTerm {unNgramsTerm = "spectra"}),5),((NgramsTerm {unNgramsTerm = "central collisions"},NgramsTerm {unNgramsTerm = "s_nn"}),3),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "nuclear modification factors"}),4),((NgramsTerm {unNgramsTerm = "energy"},NgramsTerm {unNgramsTerm = "nn"}),6),((NgramsTerm {unNgramsTerm = "measurements"},NgramsTerm {unNgramsTerm = "phenix experiment"}),8),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "not found"}),3),((NgramsTerm {unNgramsTerm = "mid-rapidity"},NgramsTerm {unNgramsTerm = "p collisions"}),3),((NgramsTerm {unNgramsTerm = "measurements"},NgramsTerm {unNgramsTerm = "not found"}),15),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "phenix experiment"}),9),((NgramsTerm {unNgramsTerm = "s_nn"},NgramsTerm {unNgramsTerm = "yields"}),3),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "s"}),14),((NgramsTerm {unNgramsTerm = "measurements"},NgramsTerm {unNgramsTerm = "s"}),18),((NgramsTerm {unNgramsTerm = "not found"},NgramsTerm {unNgramsTerm = "phi"}),4),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "yields"}),3),((NgramsTerm {unNgramsTerm = "nuclear modification factors"},NgramsTerm {unNgramsTerm = "rhic"}),5),((NgramsTerm {unNgramsTerm = "function"},NgramsTerm {unNgramsTerm = "gev au"}),3),((NgramsTerm {unNgramsTerm = "phenix experiment"},NgramsTerm {unNgramsTerm = "phi"}),3),((NgramsTerm {unNgramsTerm = "phi"},NgramsTerm {unNgramsTerm = "s"}),9),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "midrapidity"}),4),((NgramsTerm {unNgramsTerm = "data"},NgramsTerm {unNgramsTerm = "function"}),6),((NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"},NgramsTerm {unNgramsTerm = "spectra"}),3),((NgramsTerm {unNgramsTerm = "function"},NgramsTerm {unNgramsTerm = "p"}),5),((NgramsTerm {unNgramsTerm = "measurements"},NgramsTerm {unNgramsTerm = "p_t"}),9),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "p_t"}),8),((NgramsTerm {unNgramsTerm = "energy"},NgramsTerm {unNgramsTerm = "eta"}),3),((NgramsTerm {unNgramsTerm = "nn"},NgramsTerm {unNgramsTerm = "spectra"}),6),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "ratio"}),5),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "p collisions"}),6),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "measurements"}),23),((NgramsTerm {unNgramsTerm = "p collisions"},NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"}),5),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "phi"}),10),((NgramsTerm {unNgramsTerm = "ratio"},NgramsTerm {unNgramsTerm = "sqrt"}),6),((NgramsTerm {unNgramsTerm = "measurements"},NgramsTerm {unNgramsTerm = "sqrt"}),25),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "sqrt"}),21),((NgramsTerm {unNgramsTerm = "measurements"},NgramsTerm {unNgramsTerm = "particle"}),5),((NgramsTerm {unNgramsTerm = "p collisions"},NgramsTerm {unNgramsTerm = "rhic"}),10),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "particle"}),4),((NgramsTerm {unNgramsTerm = "central collisions"},NgramsTerm {unNgramsTerm = "phenix experiment"}),3),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "hadrons"}),8),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "transverse momentum"}),3),((NgramsTerm {unNgramsTerm = "s"},NgramsTerm {unNgramsTerm = "yields"}),5),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "function"}),3),((NgramsTerm {unNgramsTerm = "central collisions"},NgramsTerm {unNgramsTerm = "s"}),3),((NgramsTerm {unNgramsTerm = "phi"},NgramsTerm {unNgramsTerm = "sqrt"}),9),((NgramsTerm {unNgramsTerm = "elliptic flow"},NgramsTerm {unNgramsTerm = "hadrons"}),3),((NgramsTerm {unNgramsTerm = "hadrons"},NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"}),3),((NgramsTerm {unNgramsTerm = "mid-rapidity"},NgramsTerm {unNgramsTerm = "spectra"}),3),((NgramsTerm {unNgramsTerm = "function"},NgramsTerm {unNgramsTerm = "pi ^"}),3),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "phi"}),7),((NgramsTerm {unNgramsTerm = "hadrons"},NgramsTerm {unNgramsTerm = "p"}),4),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "measurements"}),14),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "ratio"}),7),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "suppression"}),4),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "s_nn"}),17),((NgramsTerm {unNgramsTerm = "phenix experiment"},NgramsTerm {unNgramsTerm = "yields"}),5),((NgramsTerm {unNgramsTerm = "number"},NgramsTerm {unNgramsTerm = "yields"}),3),((NgramsTerm {unNgramsTerm = "rhic"},NgramsTerm {unNgramsTerm = "transverse momentum"}),5),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "d"}),3),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "gev"}),69),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "centralities"}),20),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "centrality dependence"}),8),((NgramsTerm {unNgramsTerm = "hadrons"},NgramsTerm {unNgramsTerm = "rhic"}),6),((NgramsTerm {unNgramsTerm = "nn"},NgramsTerm {unNgramsTerm = "nn"}),99),((NgramsTerm {unNgramsTerm = "pi ^"},NgramsTerm {unNgramsTerm = "pi ^"}),22),((NgramsTerm {unNgramsTerm = "eta"},NgramsTerm {unNgramsTerm = "nn"}),7),((NgramsTerm {unNgramsTerm = "data"},NgramsTerm {unNgramsTerm = "p"}),4),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "phi"}),6),((NgramsTerm {unNgramsTerm = "mid-rapidity"},NgramsTerm {unNgramsTerm = "mid-rapidity"}),18),((NgramsTerm {unNgramsTerm = "midrapidity"},NgramsTerm {unNgramsTerm = "midrapidity"}),13),((NgramsTerm {unNgramsTerm = "eu"},NgramsTerm {unNgramsTerm = "ph"}),5),((NgramsTerm {unNgramsTerm = "measurements"},NgramsTerm {unNgramsTerm = "suppression"}),5),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "gev/c"}),30),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "pi ^"}),4),((NgramsTerm {unNgramsTerm = "centrality dependence"},NgramsTerm {unNgramsTerm = "s_nn"}),3),((NgramsTerm {unNgramsTerm = "measurements"},NgramsTerm {unNgramsTerm = "measurements"}),58),((NgramsTerm {unNgramsTerm = "yields"},NgramsTerm {unNgramsTerm = "yields"}),15),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "measurements"}),6),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "suppression"}),3),((NgramsTerm {unNgramsTerm = "hadrons"},NgramsTerm {unNgramsTerm = "p collisions"}),3),((NgramsTerm {unNgramsTerm = "p"},NgramsTerm {unNgramsTerm = "p"}),50),((NgramsTerm {unNgramsTerm = "data"},NgramsTerm {unNgramsTerm = "data"}),44),((NgramsTerm {unNgramsTerm = "sqrt"},NgramsTerm {unNgramsTerm = "sqrt"}),118),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "particle"}),12),((NgramsTerm {unNgramsTerm = "gev au"},NgramsTerm {unNgramsTerm = "p"}),5),((NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"},NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"}),13),((NgramsTerm {unNgramsTerm = "centrality dependence"},NgramsTerm {unNgramsTerm = "centrality dependence"}),18),((NgramsTerm {unNgramsTerm = "gev au"},NgramsTerm {unNgramsTerm = "gev au"}),14),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "s_nn"}),5),((NgramsTerm {unNgramsTerm = "function"},NgramsTerm {unNgramsTerm = "function"}),31),((NgramsTerm {unNgramsTerm = "p collisions"},NgramsTerm {unNgramsTerm = "p collisions"}),20),((NgramsTerm {unNgramsTerm = "eu"},NgramsTerm {unNgramsTerm = "eu"}),9),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "central au"}),14),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "sqrt"}),98),((NgramsTerm {unNgramsTerm = "spectra"},NgramsTerm {unNgramsTerm = "spectra"}),16),((NgramsTerm {unNgramsTerm = "gev au"},NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"}),3),((NgramsTerm {unNgramsTerm = "au-au collisions"},NgramsTerm {unNgramsTerm = "nn"}),13),((NgramsTerm {unNgramsTerm = "particle"},NgramsTerm {unNgramsTerm = "sqrt"}),10),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "gev"}),125),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "d"}),32),((NgramsTerm {unNgramsTerm = "gev au"},NgramsTerm {unNgramsTerm = "nn"}),10),((NgramsTerm {unNgramsTerm = "s_nn"},NgramsTerm {unNgramsTerm = "s_nn"}),20),((NgramsTerm {unNgramsTerm = "nuclear modification factors"},NgramsTerm {unNgramsTerm = "nuclear modification factors"}),9),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "ratio"}),6),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "centralities"}),28),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "rhic"}),9),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "au"}),101),((NgramsTerm {unNgramsTerm = "central collisions"},NgramsTerm {unNgramsTerm = "central collisions"}),9),((NgramsTerm {unNgramsTerm = "thesis"},NgramsTerm {unNgramsTerm = "thesis"}),13),((NgramsTerm {unNgramsTerm = "ph"},NgramsTerm {unNgramsTerm = "ph"}),12),((NgramsTerm {unNgramsTerm = "eta"},NgramsTerm {unNgramsTerm = "eta"}),13),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "particle"}),8),((NgramsTerm {unNgramsTerm = "case study"},NgramsTerm {unNgramsTerm = "case study"}),24),((NgramsTerm {unNgramsTerm = "rhic"},NgramsTerm {unNgramsTerm = "rhic"}),66),((NgramsTerm {unNgramsTerm = "particle"},NgramsTerm {unNgramsTerm = "particle"}),27),((NgramsTerm {unNgramsTerm = "number"},NgramsTerm {unNgramsTerm = "number"}),32),((NgramsTerm {unNgramsTerm = "au-au collisions"},NgramsTerm {unNgramsTerm = "au-au collisions"}),14),((NgramsTerm {unNgramsTerm = "nn"},NgramsTerm {unNgramsTerm = "p"}),18),((NgramsTerm {unNgramsTerm = "p"},NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"}),5),((NgramsTerm {unNgramsTerm = "au-au collisions"},NgramsTerm {unNgramsTerm = "eta"}),3),((NgramsTerm {unNgramsTerm = "nn"},NgramsTerm {unNgramsTerm = "relativistic heavy ion collider"}),4),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "sqrt"}),76),((NgramsTerm {unNgramsTerm = "lambda"},NgramsTerm {unNgramsTerm = "lambda"}),10),((NgramsTerm {unNgramsTerm = "eta"},NgramsTerm {unNgramsTerm = "p"}),3),((NgramsTerm {unNgramsTerm = "energy"},NgramsTerm {unNgramsTerm = "energy"}),25),((NgramsTerm {unNgramsTerm = "central collisions"},NgramsTerm {unNgramsTerm = "yields"}),4),((NgramsTerm {unNgramsTerm = "elliptic flow"},NgramsTerm {unNgramsTerm = "elliptic flow"}),14),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "gev"}),73),((NgramsTerm {unNgramsTerm = "number"},NgramsTerm {unNgramsTerm = "p"}),5),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "spectra"}),9),((NgramsTerm {unNgramsTerm = "centralities"},NgramsTerm {unNgramsTerm = "function"}),12),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "pi ^"}),5),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "number"}),4),((NgramsTerm {unNgramsTerm = "elliptic flow"},NgramsTerm {unNgramsTerm = "p_t"}),4),((NgramsTerm {unNgramsTerm = "mid-rapidity"},NgramsTerm {unNgramsTerm = "s_nn"}),7),((NgramsTerm {unNgramsTerm = "central au"},NgramsTerm {unNgramsTerm = "sqrt"}),11),((NgramsTerm {unNgramsTerm = "d"},NgramsTerm {unNgramsTerm = "mid-rapidity"}),3),((NgramsTerm {unNgramsTerm = "nuclear modification factors"},NgramsTerm {unNgramsTerm = "suppression"}),3),((NgramsTerm {unNgramsTerm = "energy"},NgramsTerm {unNgramsTerm = "measurements"}),3),((NgramsTerm {unNgramsTerm = "phenix experiment"},NgramsTerm {unNgramsTerm = "rhic"}),15),((NgramsTerm {unNgramsTerm = "number"},NgramsTerm {unNgramsTerm = "rhic"}),6),((NgramsTerm {unNgramsTerm = "p_t"},NgramsTerm {unNgramsTerm = "rhic"}),8),((NgramsTerm {unNgramsTerm = "pi ^"},NgramsTerm {unNgramsTerm = "sqrt"}),11),((NgramsTerm {unNgramsTerm = "not found"},NgramsTerm {unNgramsTerm = "rhic"}),28),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "phenix experiment"}),13),((NgramsTerm {unNgramsTerm = "au collisions"},NgramsTerm {unNgramsTerm = "nuclear modification factors"}),7),((NgramsTerm {unNgramsTerm = "gev/c"},NgramsTerm {unNgramsTerm = "s"}),16),((NgramsTerm {unNgramsTerm = "gev"},NgramsTerm {unNgramsTerm = "pi ^"}),9),((NgramsTerm {unNgramsTerm = "elliptic flow"},NgramsTerm {unNgramsTerm = "not found"}),6),((NgramsTerm {unNgramsTerm = "elliptic flow"},NgramsTerm {unNgramsTerm = "s"}),9),((NgramsTerm {unNgramsTerm = "au"},NgramsTerm {unNgramsTerm = "central 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test :: IO ()
test = hspec $ do
  describe "Cross" $ do
    let
      (distanceMap,_,_) = doDistanceMap Conditional 0 Weak myCooc
    it "Partition test" $ do
      partitions <- spinglass 1 distanceMap
      let
        result = List.length partitions > 1
      shouldBe True result