From 4f58d651b0cb93a0da36c1d43a12373d396975b8 Mon Sep 17 00:00:00 2001 From: Thomas MESLIN <th.meslin@gmail.com> Date: Tue, 8 Apr 2025 03:08:09 +0200 Subject: [PATCH] Ajout du support du format gexf pour generer le graphe --- README.md | 12 + gephi/actif_asso.svg | 4669 +++++++++++++++++++++++++++++++++ gephi/actif_association.gephi | Bin 0 -> 40402 bytes makefile | 5 +- script/src/csv.ml | 37 + script/src/dynamics.xsd | 176 ++ script/src/gexf.xsd | 165 ++ script/src/graph_export.ml | 107 + script/src/mynetwork.gexf | 1389 ++++++++++ script/src/viz.xsd | 81 + 10 files changed, 6639 insertions(+), 2 deletions(-) create mode 100644 gephi/actif_asso.svg create mode 100644 gephi/actif_association.gephi create mode 100644 script/src/dynamics.xsd create mode 100644 script/src/gexf.xsd create mode 100644 script/src/graph_export.ml create mode 100644 script/src/mynetwork.gexf create mode 100644 script/src/viz.xsd diff --git a/README.md b/README.md index 1bd509c..ce1637b 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,19 @@ # Graphe_association +## Installer les plugins Gephi qu'il faut +https://github.com/gephi/gephi/wiki/Scripting-Plugin#installation +Ajouter les plugins dans Gephi : + - Scripting Plugin + - MultimodeNetworksTransformationPlugin + +## Creation de Gexf file +Commande pour vérifier que ton fichier respecte le machin +``` +xmllint --noout --schema gexf.xsd mynetwork.gexf +``` +avec gexf.xsd qui est le schema du fichier Gexf (il se situe dans script/src actuellement) ## Getting started To make it easy for you to get started with GitLab, here's a list of recommended next steps. diff --git a/gephi/actif_asso.svg b/gephi/actif_asso.svg new file mode 100644 index 0000000..5a209fe --- /dev/null +++ b/gephi/actif_asso.svg @@ -0,0 +1,4669 @@ +<?xml version="1.0" encoding="UTF-8"?> +<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" + "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd" > +<svg contentScriptType="text/ecmascript" width="8157.871" + 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literal 0 HcmV?d00001 diff --git a/makefile b/makefile index 92450a6..4125e6b 100644 --- a/makefile +++ b/makefile @@ -1,6 +1,6 @@ caml_file := coef_to_csv csv -caml_need_csv := point_assos_to_gephi -caml_to_run := coef_to_csv. point_assos_to_gephi. +caml_need_csv := point_assos_to_gephi graph_export +caml_to_run := coef_to_csv. point_assos_to_gephi. graph_export. all: init $(caml_file) $(caml_need_csv) complete_compile $(caml_to_run) complete_run clean init: @@ -17,6 +17,7 @@ complete_compile: @echo "\nAll caml programs compiled !\n" $(caml_to_run): + @echo "" cd script/bin;./$@exe complete_run: diff --git a/script/src/csv.ml b/script/src/csv.ml index d5aaa66..46ffe5b 100644 --- a/script/src/csv.ml +++ b/script/src/csv.ml @@ -235,6 +235,43 @@ let filter_line rand_csv f = {column_name = rand_csv.column_name;data = new_data} +(* +Apllique la procedure f à chaque ligne + +iter_line : csv -> ((string, string) Hashtbl.t -> bool) -> () + +Ex : +let moncsv = +col1, col2, col3, col4 +a0 , b0 , c0 , d0 +a1 , b1 , c1 , d1 +a2 , b2 , c2 , d2 +a3 , b3 , c3 , d3 + +map_line moncsv (fun htab -> print_endline (Hashtbl.find htab "col1") = +() +*stdout* +a0 +a1 +a2 +a3 +*) +let iter_line rand_csv f = + let htab = Hashtbl.create (List.length rand_csv.column_name) in + let rec save_line a l i = + match l with + |[] -> () + |x :: tl -> (Hashtbl.replace htab x a.(i);save_line a tl (i+1)) + in + let applique_ligne a = begin + save_line a rand_csv.column_name 0; + f htab + end + in + List.iter applique_ligne rand_csv.data + + + (* Applique la fonction f a une colonne mais ne modifie rien: diff --git a/script/src/dynamics.xsd b/script/src/dynamics.xsd new file mode 100644 index 0000000..1358233 --- /dev/null +++ b/script/src/dynamics.xsd @@ -0,0 +1,176 @@ +<?xml version="1.0" encoding="UTF-8"?> +<xs:schema xmlns:xs="http://www.w3.org/2001/XMLSchema" elementFormDefault="qualified" targetNamespace="http://gexf.net/1.3" xmlns:ns1="http://gexf.net/1.3"> + <xs:import schemaLocation="viz.xsd"/> + <!-- Extends graph --> + <xs:complexType name="graph-content"> + <xs:annotation> + <xs:documentation>Gext and data extension</xs:documentation> + </xs:annotation> + <xs:sequence> + <xs:element minOccurs="0" maxOccurs="unbounded" ref="ns1:attributes"/> + <xs:element ref="ns1:nodes"/> + <xs:element ref="ns1:edges"/> + </xs:sequence> + <xs:attribute name="timeformat" type="ns1:timeformat-type"/> + <xs:attribute name="start" type="ns1:time-type"/> + <xs:attribute name="end" type="ns1:time-type"/> + <xs:attribute name="timestamp" type="ns1:time-type"/> + <xs:attribute name="mode" type="ns1:mode-type-graph"/> + <xs:attribute name="timerepresentation" type="ns1:timerepresentation-type"/> + <xs:attribute name="timezone" type="xs:token"/> + <xs:attribute name="defaultedgetype" type="ns1:defaultedgetype-type"/> + <xs:attribute name="idtype" type="ns1:idtype-type"/> + </xs:complexType> + <xs:element name="attributes" type="ns1:attributes-content"/> + <xs:element name="nodes" type="ns1:nodes-content"/> + <xs:element name="edges" type="ns1:edges-content"/> + <!-- Extends attributes --> + <xs:complexType name="attributes-content"> + <xs:sequence> + <xs:element minOccurs="0" maxOccurs="unbounded" ref="ns1:attribute"/> + </xs:sequence> + <xs:attribute name="mode" type="ns1:mode-type-attributes"/> + <xs:attribute name="class" use="required" type="ns1:class-type"/> + </xs:complexType> + <xs:element name="attribute" type="ns1:attribute-content"/> + <!-- Extends attribute values --> + <xs:attributeGroup name="attvalue-content"> + <xs:attribute name="start" type="ns1:time-type"/> + <xs:attribute name="end" type="ns1:time-type"/> + <xs:attribute name="timestamp" type="ns1:time-type"/> + <xs:attribute name="for" use="required" type="ns1:id-type"/> + <xs:attribute name="value" use="required" type="xs:string"/> + </xs:attributeGroup> + <!-- Extends node --> + <xs:complexType name="node-content"> + <xs:choice minOccurs="0" maxOccurs="unbounded"> + <xs:element ref="ns1:spells"/> + <xs:choice> + <xs:element ref="ns1:color"/> + <xs:element ref="ns1:position"/> + <xs:element ref="ns1:size"/> + <xs:element name="shape"> + <xs:complexType> + <xs:attributeGroup ref="node-shape-content"/> + </xs:complexType> + </xs:element> + </xs:choice> + <xs:element ref="ns1:attvalues"/> + <xs:choice> + <xs:element ref="ns1:nodes"/> + <xs:element ref="ns1:edges"/> + </xs:choice> + <xs:element ref="ns1:parents"/> + </xs:choice> + <xs:attribute name="start" type="ns1:time-type"/> + <xs:attribute name="end" type="ns1:time-type"/> + <xs:attribute name="intervals" type="xs:token"/> + <xs:attribute name="timestamp" type="ns1:time-type"/> + <xs:attribute name="timestamps" type="xs:token"/> + <xs:attribute name="id" use="required" type="ns1:id-type"/> + <xs:attribute name="label" type="xs:token"/> + <xs:attribute name="pid" type="ns1:id-type"/> + </xs:complexType> + <xs:element name="spells" type="ns1:spells-content"/> + <xs:element name="color"> + <xs:complexType> + <xs:attributeGroup ref="color-content"/> + </xs:complexType> + </xs:element> + <xs:element name="position"> + <xs:complexType> + <xs:attributeGroup ref="position-content"/> + </xs:complexType> + </xs:element> + <xs:element name="size"> + <xs:complexType> + <xs:attributeGroup ref="size-content"/> + </xs:complexType> + </xs:element> + <xs:element name="attvalues" type="ns1:attvalues-content"/> + <xs:element name="parents" type="ns1:parents-content"/> + <!-- Extends edge --> + <xs:complexType name="edge-content"> + <xs:choice minOccurs="0" maxOccurs="unbounded"> + <xs:element ref="ns1:spells"/> + <xs:choice> + <xs:element ref="ns1:color"/> + <xs:element ref="ns1:thickness"/> + <xs:element name="shape"> + <xs:complexType> + <xs:attributeGroup ref="edge-shape-content"/> + </xs:complexType> + </xs:element> + </xs:choice> + <xs:element ref="ns1:attvalues"/> + </xs:choice> + <xs:attribute name="start" type="ns1:time-type"/> + <xs:attribute name="end" type="ns1:time-type"/> + <xs:attribute name="intervals" type="xs:token"/> + <xs:attribute name="timestamp" type="ns1:time-type"/> + <xs:attribute name="timestamps" type="xs:token"/> + <xs:attribute name="id" type="ns1:id-type"/> + <xs:attribute name="type" type="ns1:edgetype-type"/> + <xs:attribute name="label" type="xs:token"/> + <xs:attribute name="source" use="required" type="ns1:id-type"/> + <xs:attribute name="target" use="required" type="ns1:id-type"/> + <xs:attribute name="weight" type="ns1:weight-type"/> + <xs:attribute name="kind" type="xs:token"/> + </xs:complexType> + <xs:element name="thickness"> + <xs:complexType> + <xs:attributeGroup ref="thickness-content"/> + </xs:complexType> + </xs:element> + <!-- Spells --> + <xs:complexType name="spells-content"> + <xs:sequence> + <xs:element maxOccurs="unbounded" ref="ns1:spell"/> + </xs:sequence> + </xs:complexType> + <xs:element name="spell"> + <xs:complexType> + <xs:attributeGroup ref="ns1:spell-content"/> + </xs:complexType> + </xs:element> + <!-- Spell --> + <xs:attributeGroup name="spell-content"> + <xs:attribute name="start" type="ns1:time-type"/> + <xs:attribute name="end" type="ns1:time-type"/> + <xs:attribute name="timestamp" type="ns1:time-type"/> + </xs:attributeGroup> + <!-- Time type --> + <xs:simpleType name="time-type"> + <xs:union memberTypes="xs:integer xs:double xs:date xs:dateTime"/> + </xs:simpleType> + <!-- Mode type (for graph) --> + <xs:simpleType name="mode-type-graph"> + <xs:restriction base="xs:string"> + <xs:enumeration value="static"/> + <xs:enumeration value="dynamic"/> + <xs:enumeration value="slice"/> + </xs:restriction> + </xs:simpleType> + <!-- Mode type (for attributes) --> + <xs:simpleType name="mode-type-attributes"> + <xs:restriction base="xs:string"> + <xs:enumeration value="static"/> + <xs:enumeration value="dynamic"/> + </xs:restriction> + </xs:simpleType> + <!-- Time format type --> + <xs:simpleType name="timeformat-type"> + <xs:restriction base="xs:string"> + <xs:enumeration value="integer"/> + <xs:enumeration value="double"/> + <xs:enumeration value="date"/> + <xs:enumeration value="dateTime"/> + </xs:restriction> + </xs:simpleType> + <xs:simpleType name="timerepresentation-type"> + <xs:restriction base="xs:string"> + <xs:enumeration value="interval"/> + <xs:enumeration value="timestamp"/> + </xs:restriction> + </xs:simpleType> +</xs:schema> \ No newline at end of file diff --git a/script/src/gexf.xsd b/script/src/gexf.xsd new file mode 100644 index 0000000..71d36ef --- /dev/null +++ b/script/src/gexf.xsd @@ -0,0 +1,165 @@ +<?xml version="1.0" encoding="UTF-8"?> +<xs:schema xmlns:xs="http://www.w3.org/2001/XMLSchema" elementFormDefault="qualified" targetNamespace="http://gexf.net/1.3" xmlns:ns1="http://gexf.net/1.3"> + <xs:include schemaLocation="dynamics.xsd"/> + <xs:import schemaLocation="viz.xsd"/> + <xs:element name="gexf" type="ns1:gexf-content"/> + <!-- Gexf --> + <xs:complexType name="gexf-content"> + <xs:sequence> + <xs:element minOccurs="0" ref="ns1:meta"/> + <xs:element ref="ns1:graph"/> + </xs:sequence> + <xs:attribute name="version" use="required"> + <xs:simpleType> + <xs:restriction base="xs:string"> + <xs:enumeration value="1.3"/> + </xs:restriction> + </xs:simpleType> + </xs:attribute> + <xs:attribute name="variant" type="xs:string"/> + </xs:complexType> + <xs:element name="meta" type="ns1:meta-content"/> + <xs:element name="graph" type="ns1:graph-content"/> + <!-- Meta --> + <xs:complexType name="meta-content"> + <xs:choice minOccurs="0" maxOccurs="unbounded"> + <xs:element ref="ns1:creator"/> + <xs:element ref="ns1:keywords"/> + <xs:element ref="ns1:description"/> + </xs:choice> + <xs:attribute name="lastmodifieddate" type="xs:date"/> + </xs:complexType> + <xs:element name="creator" type="xs:string"/> + <xs:element name="keywords" type="xs:string"/> + <xs:element name="description" type="xs:string"/> + <!-- Graph --> + <!-- Nodes --> + <xs:complexType name="nodes-content"> + <xs:sequence> + <xs:element minOccurs="0" maxOccurs="unbounded" ref="ns1:node"/> + </xs:sequence> + <xs:attribute name="count" type="xs:nonNegativeInteger"/> + </xs:complexType> + <xs:element name="node" type="ns1:node-content"/> + <!-- Edges --> + <xs:complexType name="edges-content"> + <xs:sequence> + <xs:element minOccurs="0" maxOccurs="unbounded" ref="ns1:edge"/> + </xs:sequence> + <xs:attribute name="count" type="xs:nonNegativeInteger"/> + </xs:complexType> + <xs:element name="edge" type="ns1:edge-content"/> + <!-- Node --> + <!-- Edge --> + <!-- Extends nodes --> + <!-- Extends nodes --> + <!-- Parents --> + <xs:complexType name="parents-content"> + <xs:sequence> + <xs:element minOccurs="0" maxOccurs="unbounded" ref="ns1:parent"/> + </xs:sequence> + </xs:complexType> + <xs:element name="parent"> + <xs:complexType> + <xs:attributeGroup ref="ns1:parent-content"/> + </xs:complexType> + </xs:element> + <!-- Parent --> + <xs:attributeGroup name="parent-content"> + <xs:attribute name="for" use="required" type="ns1:id-type"/> + </xs:attributeGroup> + <!-- Attributes --> + <!-- Attribute --> + <xs:complexType name="attribute-content"> + <xs:choice minOccurs="0" maxOccurs="unbounded"> + <xs:element ref="ns1:default"/> + <xs:element ref="ns1:options"/> + </xs:choice> + <xs:attribute name="id" use="required" type="ns1:id-type"/> + <xs:attribute name="title" use="required" type="xs:string"/> + <xs:attribute name="type" use="required" type="ns1:attrtype-type"/> + </xs:complexType> + <xs:element name="default" type="xs:string"/> + <xs:element name="options" type="xs:string"/> + <!-- Attribute values (for nodes and edges) --> + <xs:complexType name="attvalues-content"> + <xs:sequence> + <xs:element minOccurs="0" maxOccurs="unbounded" ref="ns1:attvalue"/> + </xs:sequence> + </xs:complexType> + <xs:element name="attvalue"> + <xs:complexType> + <xs:attributeGroup ref="ns1:attvalue-content"/> + </xs:complexType> + </xs:element> + <!-- Attribute value --> + <!-- Attribute types --> + <xs:simpleType name="attrtype-type"> + <xs:restriction base="xs:string"> + <xs:enumeration value="integer"/> + <xs:enumeration value="long"/> + <xs:enumeration value="double"/> + <xs:enumeration value="float"/> + <xs:enumeration value="boolean"/> + <xs:enumeration value="bigdecimal"/> + <xs:enumeration value="biginteger"/> + <xs:enumeration value="byte"/> + <xs:enumeration value="char"/> + <xs:enumeration value="short"/> + <xs:enumeration value="liststring"/> + <xs:enumeration value="listboolean"/> + <xs:enumeration value="listinteger"/> + <xs:enumeration value="listlong"/> + <xs:enumeration value="listfloat"/> + <xs:enumeration value="listdouble"/> + <xs:enumeration value="listbyte"/> + <xs:enumeration value="listshort"/> + <xs:enumeration value="listbigdecimal"/> + <xs:enumeration value="listbiginteger"/> + <xs:enumeration value="listchar"/> + <xs:enumeration value="string"/> + <xs:enumeration value="anyURI"/> + </xs:restriction> + </xs:simpleType> + <!-- Attribute class (for attributes) --> + <xs:simpleType name="class-type"> + <xs:restriction base="xs:string"> + <xs:enumeration value="node"/> + <xs:enumeration value="edge"/> + </xs:restriction> + </xs:simpleType> + <!-- Default edge type --> + <xs:simpleType name="defaultedgetype-type"> + <xs:annotation> + <xs:documentation>Datatypes</xs:documentation> + </xs:annotation> + <xs:restriction base="xs:string"> + <xs:enumeration value="directed"/> + <xs:enumeration value="undirected"/> + <xs:enumeration value="mutual"/> + </xs:restriction> + </xs:simpleType> + <!-- Edge type --> + <xs:simpleType name="edgetype-type"> + <xs:restriction base="xs:string"> + <xs:enumeration value="directed"/> + <xs:enumeration value="undirected"/> + <xs:enumeration value="mutual"/> + </xs:restriction> + </xs:simpleType> + <!-- Id type --> + <xs:simpleType name="id-type"> + <xs:union memberTypes="xs:string xs:integer xs:long"/> + </xs:simpleType> + <!-- Id type (for graph) --> + <xs:simpleType name="idtype-type"> + <xs:restriction base="xs:string"> + <xs:enumeration value="integer"/> + <xs:enumeration value="string"/> + </xs:restriction> + </xs:simpleType> + <!-- Edge weigth --> + <xs:simpleType name="weight-type"> + <xs:restriction base="xs:double"/> + </xs:simpleType> +</xs:schema> \ No newline at end of file diff --git a/script/src/graph_export.ml b/script/src/graph_export.ml new file mode 100644 index 0000000..96db4c7 --- /dev/null +++ b/script/src/graph_export.ml @@ -0,0 +1,107 @@ + + + +let create_gexf path node_data edge_data = + let oc = open_out path in + let date = "2025-04-08" in (*yyyy-mm-dd*) + (*Création de l'HEADER*) + output_string oc "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n"; + output_string oc +("<gexf xmlns=\"http://gexf.net/1.3\" + xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\" + xsi:schemaLocation=\"http://gexf.net/1.3 + http://gexf.net/1.3/gexf.xsd\" + version=\"1.3\"> + <meta lastmodifieddate=\""^date^"\"> + <creator>Me</creator> + <description>A test file</description> + </meta>\n"); + (*End_HEADER*) + (*Start graph*) + output_string oc " <graph>\n"; + + (*start nodes*) + output_string oc " <nodes>\n"; + + Csv.iter_line node_data + (fun htab -> + let id = Hashtbl.find htab "Id" in + let label = Hashtbl.find htab "Label" in + let cat = Hashtbl.find htab "Categorie" in + let nouvelle_ligne = Printf.sprintf " <node id=\"%s\" label=\"%s\"/>\n" id label in + output_string oc nouvelle_ligne + ); + + + (*end nodes*) + output_string oc " </nodes>\n"; + (*start edges*) + output_string oc " <edges>\n"; + + Csv.iter_line edge_data + (fun htab -> + let id = Hashtbl.find htab "Id" in + let src = Hashtbl.find htab "Source" in + let tgt = Hashtbl.find htab "Target" in + let edge_type = if (Hashtbl.find htab "Type").[0] = 'U' then "undirected" else "directed" in + let weight = Hashtbl.find htab "Weight" in + let nouvelle_ligne = Printf.sprintf " <edge id=\"%s\" source=\"%s\" target=\"%s\" type=\"%s\" weight=\"%s\"/>\n" id src tgt edge_type weight in + output_string oc nouvelle_ligne + ); + + + + (*end edges*) + output_string oc " </edges>\n"; + (*End graph*) + output_string oc " </graph>\n"; + output_string oc "</gexf>\n"; + close_out oc + + + + + + + +let () = begin + let node_data = Csv.open_as_csv "../../res_script/nodes_avec_fantome.csv" in + (*Id,Label,Categorie*) + let edge_data = Csv.open_as_csv "../../res_script/edges_avec_fantome.csv" in + (*Source,Target,Type,Id,Weight*) + create_gexf "../src/mynetwork.gexf" node_data edge_data; + + + + + print_endline "Graphes exporté au bon format avec succès" +end + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/script/src/mynetwork.gexf b/script/src/mynetwork.gexf new file mode 100644 index 0000000..bf51ad9 --- /dev/null +++ b/script/src/mynetwork.gexf @@ -0,0 +1,1389 @@ +<?xml version="1.0" encoding="UTF-8"?> +<gexf xmlns="http://gexf.net/1.3" + xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" + xsi:schemaLocation="http://gexf.net/1.3 + http://gexf.net/1.3/gexf.xsd" + version="1.3"> + <meta lastmodifieddate="2025-04-08"> + <creator>Me</creator> + <description>A test file</description> + </meta> + <graph> + <nodes> + <node id="500" label="ZAHRAOUI Imane"/> + <node id="499" label="YAO Luc"/> + <node id="498" label="YANG Charles"/> + <node id="497" label="XU Loïc"/> + <node id="496" label="WANG Christophe"/> + <node id="495" label="VAUTERIN Pierre"/> + <node id="494" label="TUALLE Claire"/> + <node id="493" label="TRILLO Baptiste"/> + <node id="492" label="TENESI Franck"/> + <node id="491" label="TAVIANI Andrea"/> + <node id="490" label="TASSEMBÉDO Mâjid"/> + <node id="489" label="TARMOUN Chahla"/> + <node id="488" label="TAN Victor"/> + <node id="487" label="TAILLEFUMIER Théo"/> + <node id="486" label="SOUTIL Aurélien"/> + <node id="485" label="SOUISSI Rania"/> + <node id="484" label="SOUAM Yacine"/> + <node id="483" label="SIMOES Corentin"/> + <node id="482" label="SCHOLLAERT Maximilien"/> + <node id="481" label="SAES--VINCENSINI Mickaël"/> + <node id="480" label="RAVÉ-GOUCHET Jules"/> + <node id="479" label="RAMADANI Dorart"/> + <node id="478" label="RAJAOBELINA Fitahiry"/> + <node id="477" label="POLLART Nathan"/> + <node id="476" label="POLIDORI Ania"/> + <node id="475" label="PINEAU Augustin"/> + <node id="474" label="PEREIRA LAMAS Hugo"/> + <node id="473" label="PELLÉ Erwan"/> + <node id="472" label="OUZEGDOUH Adam"/> + <node id="471" label="OUJJA Anas"/> + <node id="470" label="OBER Emmanuel"/> + <node id="469" label="NOVO Steeven"/> + <node id="468" label="NOUV Ratanakmuny"/> + <node id="467" label="NGOUNE Ian Bright Perfection"/> + <node id="466" label="NGETH Laurent"/> + <node id="465" label="NEFZI Wacim"/> + <node id="464" label="NAIT KACI Yasmine"/> + <node id="463" label="MOYON Matthias"/> + <node id="462" label="MOUSTAINE Boutaina"/> + <node id="461" label="MOUNIR Moustapha"/> + <node id="460" label="MOUNIR Aida"/> + <node id="459" label="MOUBDI Sanaa"/> + <node id="458" label="MOHAMMAD Usman"/> + <node id="457" label="MICHAL Tangui"/> + <node id="456" label="MHICH Ilyas"/> + <node id="455" label="MEUNIER Maxime"/> + <node id="454" label="MESSINA Davide"/> + <node id="453" label="MESSADI Chaima"/> + <node id="452" label="MERIDJA Nabil"/> + <node id="451" label="MELLAH Claude"/> + <node id="450" label="MAZAN Kamil"/> + <node id="449" label="MARTINEZ Benoît"/> + <node id="448" label="MARCAURELIO Fabio"/> + <node id="447" label="MARBOEUF Clément"/> + <node id="446" label="MANAI Nour"/> + <node id="445" label="MALOT Marius"/> + <node id="444" label="LY Sovanleng"/> + <node id="443" label="LOMET William"/> + <node id="442" label="LHUILLIER Aurélien"/> + <node id="441" label="LETORT Julien"/> + <node id="440" label="LESTEVEN Elouan"/> + <node id="439" label="LEFÉE FAUVEL Loïc"/> + <node id="438" label="LE PREVOST Jade"/> + <node id="437" label="LE CORRE Paul"/> + <node id="436" label="LAURENT Pierre"/> + <node id="435" label="LALLEMANT Hugo"/> + <node id="434" label="KWA MOUTOME Noah"/> + <node id="433" label="KREIS Amaël"/> + <node id="432" label="KOUEMEKO KAZE Charly Do-Jael"/> + <node id="431" label="KOUDIRATY Mohamed"/> + <node id="430" label="KONATE Hawa"/> + <node id="429" label="KHAYAR Anas"/> + <node id="428" label="KASPAROGLU Alain"/> + <node id="427" label="KAO Essodonda Donatien"/> + <node id="426" label="KANAIE ATRIAN Sami"/> + <node id="425" label="KAMMOUN Yasmine"/> + <node id="424" label="KAMMOUN Dhia Eddine"/> + <node id="423" label="HMIRI Aness"/> + <node id="422" label="HASLÉ Antoine"/> + <node id="421" label="HASACKDA Alexis"/> + <node id="420" label="HAOUD Ayoub"/> + <node id="419" label="HAOUD Anas"/> + <node id="418" label="HAMMAMI Mohtadi"/> + <node id="417" label="HAJA MOHIDEEN Adam"/> + <node id="416" label="HABASQUE Chloé"/> + <node id="415" label="GUILLORY Mathis"/> + <node id="414" label="GUEYE Alimatou Penda Naar"/> + <node id="413" label="GOUSSET Louis"/> + <node id="412" label="GOELLER Karim"/> + <node id="411" label="GLUCKMAN Adrien"/> + <node id="410" label="GIMBERT Gauthier"/> + <node id="409" label="GIARDI Sylwyn"/> + <node id="408" label="GHARBI Mohamed Skander"/> + <node id="407" label="GARREAU Noé"/> + <node id="406" label="GARNIER Adrien"/> + <node id="405" label="GAIDA Noursaine"/> + <node id="404" label="GACHON Valentin"/> + <node id="403" label="FOISSEY Guillemette"/> + <node id="402" label="EYMERY Julie"/> + <node id="401" label="ERIAN Marc"/> + <node id="400" label="EL MANOUNI Sarrah"/> + <node id="399" label="EL HADDAJ Lina"/> + <node id="398" label="EL GORGI Mohamed Skander"/> + <node id="397" label="EL GERSSIFI Adam"/> + <node id="396" label="DUONG Ngo"/> + <node id="395" label="DERGHAL Manal"/> + <node id="394" label="DEPAOLI Tessa"/> + <node id="393" label="DE WEERD Xavier"/> + <node id="392" label="COUTROT Léos"/> + <node id="391" label="COHEN Alexandre"/> + <node id="390" label="COERCHON Colin"/> + <node id="389" label="CHRISTOLOMME Alice"/> + <node id="388" label="CHRIAA Younès"/> + <node id="387" label="CHEAM Richard"/> + <node id="386" label="CHARTRIN Manon"/> + <node id="385" label="CHARRIER Paul"/> + <node id="384" label="CHANET Damien"/> + <node id="383" label="CHACRONE Mohamed"/> + <node id="382" label="CARDINALE Maxime"/> + <node id="381" label="CAI Victor"/> + <node id="380" label="BUTTIN Cyriaque"/> + <node id="379" label="BOULOGNE Maxime"/> + <node id="378" label="BOUBAKER Labib"/> + <node id="377" label="BOISSIER Axel"/> + <node id="376" label="BLANCHE Antoni"/> + <node id="375" label="BIARD Matheo"/> + <node id="374" label="BERROU Evan"/> + <node id="373" label="BERRAHMOUN Anissa"/> + <node id="372" label="BERNARD Aléxia"/> + <node id="371" label="BERGER Adèle"/> + <node id="370" label="BENTAHAR Zakariae"/> + <node id="369" label="BEL HOUARI Jaad"/> + <node id="368" label="BARNICHA Mohammed-Yassine"/> + <node id="367" label="BARBEY Pierre"/> + <node id="366" label="AUFFRET Louis"/> + <node id="365" label="ATRMOUH Boujamaa"/> + <node id="364" label="ARIEY Alpha-San"/> + <node id="363" label="AMJAHID Mohamed Amin"/> + <node id="362" label="ALOUAJAJI Wissal"/> + <node id="361" label="ALBANI Luca"/> + <node id="360" label="AIT OUGARRAM Jinane"/> + <node id="359" label="AID Marouane"/> + <node id="358" label="AHIZOUN Meriem"/> + <node id="357" label="ACHARD Lisa"/> + <node id="356" label="ABITTAN-TENENBAUM Nina"/> + <node id="355" label="ABERQI Nezar"/> + <node id="354" label="ZHENG Thierry"/> + <node id="353" label="ZALFANI Yacine"/> + <node id="352" label="YASSINE Djibril"/> + <node id="351" label="YAMEOGO Wendlassida Arnaud"/> + <node id="350" label="YADIR Sofian"/> + <node id="349" label="VILANOVE Virgil"/> + <node id="348" label="UTHAYAN Sarangan"/> + <node id="347" label="TREMBLAY Marion"/> + <node id="346" label="TRAORE Ahmed"/> + <node id="345" label="TOURNIER Valentin"/> + <node id="344" label="TLATLI Selim"/> + <node id="343" label="THUO Menghor"/> + <node id="342" label="TELLIER--TERAWAKI Daigo"/> + <node id="341" label="TCHENANG Lilyves"/> + <node 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+ </xs:simpleType> +</xs:schema> \ No newline at end of file -- GitLab