From 474bf543efe3b42fed5fdbad4b1b0ac5e4f43c49 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Thibault=20Cl=C3=A9rice?= <leponteineptique@gmail.com>
Date: Tue, 27 Mar 2018 15:11:32 +0100
Subject: [PATCH] Fixed issue #44 : Added bold.

Warning : This change is breaking the former data model
---
 app/__init__.py                         |   4 +-
 app/models/linguistic.py                |  16 +-
 app/templates/macros/tokens_macros.html |  10 +-
 manage.py                               |   5 +-
 tests/db_fixtures/floovant.py           | 105 ++--
 tests/db_fixtures/wauchier.py           | 710 ++++++++++++------------
 tests/test_models/test_record.py        |  16 +-
 tests/test_selenium/test_token_edit.py  |   5 +
 8 files changed, 465 insertions(+), 406 deletions(-)

diff --git a/app/__init__.py b/app/__init__.py
index cf09d49c..e549dc24 100644
--- a/app/__init__.py
+++ b/app/__init__.py
@@ -2,10 +2,11 @@
 from flask import Flask
 from flask_sqlalchemy import SQLAlchemy
 from config import config
+from flask_migrate import Migrate
 
 basedir = os.path.abspath(os.path.dirname(__file__))
 db = SQLAlchemy()
-
+migrate = Migrate(db=db)
 
 def create_app(config_name="dev"):
     """ Create the application """
@@ -22,6 +23,7 @@ def create_app(config_name="dev"):
 
     # Set up extensions
     db.init_app(app)
+    migrate.init_app(app)
     #assets_env = Environment(app)
 
     # Register Jinja template functions
diff --git a/app/models/linguistic.py b/app/models/linguistic.py
index 48747496..13d6ec34 100644
--- a/app/models/linguistic.py
+++ b/app/models/linguistic.py
@@ -277,7 +277,8 @@ class WordToken(db.Model):
     label_uniform = db.Column(db.String(64))
     POS = db.Column(db.String(64))
     morph = db.Column(db.String(64))
-    context = db.Column(db.String(512))
+    left_context = db.Column(db.String(512))
+    right_context = db.Column(db.String(512))
 
     CONTEXT_LEFT = 3
     CONTEXT_RIGHT = 3
@@ -498,7 +499,9 @@ def add_batch(corpus_id, word_tokens_dict, context_left=None, context_right=None
                 label_uniform=unidecode.unidecode(token.get("lemma", token.get("lemmas"))),
                 POS=token.get("POS", token.get("pos")),
                 morph=token.get("morph", None),
-                context=" ".join(previous_token + [token.get("form", token.get("tokens"))] + next_token),
+                #context=" ".join(previous_token + [token.get("form")] + next_token),
+                left_context=" ".join(previous_token),
+                right_context=" ".join(next_token),
                 corpus=corpus_id,
                 order_id=i
             )
@@ -562,6 +565,15 @@ def update(corpus_id, token_id, lemma=None, POS=None, morph=None):
         db.session.commit()
         return token, record
 
+    @property
+    def context(self):
+        """ Reformed version of former code for the context column"""
+        return " ".join([
+            tok
+            for tok in [self.left_context, self.form, self.right_context]
+            if tok
+        ])
+
     @staticmethod
     def get_similar_to_record(change_record):
         """ Get tokens which shares similarity with ChangeRecord
diff --git a/app/templates/macros/tokens_macros.html b/app/templates/macros/tokens_macros.html
index e1b59fe5..320dc242 100644
--- a/app/templates/macros/tokens_macros.html
+++ b/app/templates/macros/tokens_macros.html
@@ -1,4 +1,8 @@
 
+{%- macro token_context(token) %}
+{{ token.left_context }} <b>{{ token.form }}</b> {{ token.right_context }}
+{% endmacro -%}
+
 {% macro table(tokens, corpus, editable=False, tracking=False, checkbox=False, record=None, similar=False) %}
 {% if editable %}
     {%- if checkbox %}
@@ -25,7 +29,7 @@ <h3>Save checked similar lemma</h3>
                     </td>
                     <td {% if not checkbox %}contenteditable="true" class="token_pos"{% endif %}>{{token.POS}}</td>
                     <td {% if not checkbox %}contenteditable="true" class="token_morph"{% endif %}>{{token.morph}}</td>
-                    <td class="small">{{token.context}}</td>
+                    <td class="small">{{token_context(token)}}</td>
                     {%- if similar %}<td><a class="similar-link" href="{{url_for('main.tokens_similar_to_token', token_id=token.id, corpus_id=corpus.id, mode='partial')}}"><span class="badge badge-secondary">{{token.similar}}</span></a></td>{% endif -%}
                     {%- if checkbox %}<td><input class="form-check word-token" type="checkbox" checked="checked" value="{{token.id}}" /></td>
                     {% else%}<td><a class="save" href="{{url_for("main.tokens_edit_single", corpus_id=corpus.id, token_id=token.id)}}">Save</a></td>
@@ -172,7 +176,7 @@ <h3>Save checked similar lemma</h3>
                 <tr>
                     <td class="small">{{token.created_on}}</td>
                     <td>{{token.form}}</td>
-                    <td class="small">{{token.word_token.context}}</td>
+                    <td class="small">{{token_context(token.word_token)}}</td>
                     <td class="bg-warning">{{token.lemma}}</td>
                     <td class="bg-warning">{{token.POS}}</td>
                     <td class="bg-warning">{{token.morph}}</td>
@@ -199,7 +203,7 @@ <h3>Save checked similar lemma</h3>
                     <td class="token_lemma">{{token.lemma}}</td>
                     <td class="token_pos">{{token.POS}}</td>
                     <td class="token_morph">{{token.morph}}</td>
-                    <td class="small">{{token.context}}</td>
+                    <td class="small">{{token_context(token)}}</td>
                 </tr>
             {% endfor %}
         </tbody>
diff --git a/manage.py b/manage.py
index 94b86f31..6dc1c008 100644
--- a/manage.py
+++ b/manage.py
@@ -1,9 +1,9 @@
 #!/usr/bin/env python
 from flask_script import Manager
+from flask_migrate import MigrateCommand
 from config import Config
-from tests.db_fixtures import add_corpus
 
-from app import create_app, db
+from app import create_app, db, migrate
 # from app.models import Role, User
 
 
@@ -47,6 +47,7 @@ def fixtures_to_db():
     Recreates a local database. You probably should not use this on
     production.
     """
+    from tests.db_fixtures import add_corpus
     add_corpus(
         "wauchier", db, with_token=True, tokens_up_to=None,
         with_allowed_lemma=True, partial_allowed_lemma=False,
diff --git a/tests/db_fixtures/floovant.py b/tests/db_fixtures/floovant.py
index 48bfb4f5..fe5800bd 100644
--- a/tests/db_fixtures/floovant.py
+++ b/tests/db_fixtures/floovant.py
@@ -2,41 +2,76 @@
 
 Floovant = Corpus(name="Floovant", id=2)
 FloovantTokens = [
-    WordToken(corpus=Floovant.id, form="SOIGNORS", lemma="seignor", context="SOIGNORS or escoutez que", label_uniform="seignor", morph="NOMB.=p|GENRE=m|CAS=n"),
-    WordToken(corpus=Floovant.id, form="or", lemma="or4", context="SOIGNORS or escoutez que Dés", label_uniform="or4", morph="DEGRE=-"),
-    WordToken(corpus=Floovant.id, form="escoutez", lemma="escouter", context="SOIGNORS or escoutez que Dés vos", label_uniform="escouter", morph="MODE=imp|PERS.=2|NOMB.=p"),
-    WordToken(corpus=Floovant.id, form="que", lemma="que4", context="SOIGNORS or escoutez que Dés vos soit", label_uniform="que4", morph="_"),
-    WordToken(corpus=Floovant.id, form="Dés", lemma="dieu", context="or escoutez que Dés vos soit amis", label_uniform="dieu", morph="NOMB.=s|GENRE=m|CAS=n"),
-    WordToken(corpus=Floovant.id, form="vos", lemma="vos1", context="escoutez que Dés vos soit amis III", label_uniform="vos1", morph="PERS.=2|NOMB.=p|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="soit", lemma="estre1", context="que Dés vos soit amis III vers", label_uniform="estre1", morph="MODE=sub|TEMPS=pst|PERS.=3|NOMB.=s"),
-    WordToken(corpus=Floovant.id, form="amis", lemma="ami", context="Dés vos soit amis III vers de", label_uniform="ami", morph="NOMB.=s|GENRE=m|CAS=n"),
-    WordToken(corpus=Floovant.id, form="III", lemma="trois1", context="vos soit amis III vers de bone", label_uniform="trois1", morph="NOMB.=p|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="vers", lemma="vers1", context="soit amis III vers de bone estoire", label_uniform="vers1", morph="NOMB.=p|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="de", lemma="de", context="amis III vers de bone estoire se", label_uniform="de", morph="_"),
-    WordToken(corpus=Floovant.id, form="bone", lemma="bon", context="III vers de bone estoire se je", label_uniform="bon", morph="NOMB.=s|GENRE=f|CAS=r|DEGRE=p"),
-    WordToken(corpus=Floovant.id, form="estoire", lemma="estoire1", context="vers de bone estoire se je les", label_uniform="estoire1", morph="NOMB.=s|GENRE=f|CAS=r"),
-    WordToken(corpus=Floovant.id, form="se", lemma="si", context="de bone estoire se je les vos", label_uniform="si", morph="DEGRE=-"),
-    WordToken(corpus=Floovant.id, form="je", lemma="je", context="bone estoire se je les vos devis", label_uniform="je", morph="PERS.=1|NOMB.=s|GENRE=m|CAS=n"),
-    WordToken(corpus=Floovant.id, form="les", lemma="il", context="estoire se je les vos devis Dou", label_uniform="il", morph="PERS.=3|NOMB.=p|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="vos", lemma="vos1", context="se je les vos devis Dou premier", label_uniform="vos1", morph="PERS.=2|NOMB.=p|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="devis", lemma="deviser", context="je les vos devis Dou premier roi", label_uniform="deviser", morph="MODE=ind|TEMPS=pst|PERS.=1|NOMB.=s"),
-    WordToken(corpus=Floovant.id, form="Dou", lemma="de+le", context="les vos devis Dou premier roi de", label_uniform="de+le", morph="NOMB.=s|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="premier", lemma="premier", context="vos devis Dou premier roi de France", label_uniform="premier", morph="NOMB.=s|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="roi", lemma="roi2", context="devis Dou premier roi de France qui", label_uniform="roi2", morph="NOMB.=s|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="de", lemma="de", context="Dou premier roi de France qui crestïens", label_uniform="de", morph="_"),
-    WordToken(corpus=Floovant.id, form="France", lemma="france", context="premier roi de France qui crestïens devint", label_uniform="france", morph="NOMB.=s|GENRE=f|CAS=r"),
-    WordToken(corpus=Floovant.id, form="qui", lemma="qui", context="roi de France qui crestïens devint Cil", label_uniform="qui", morph="NOMB.=s|GENRE=m|CAS=n"),
-    WordToken(corpus=Floovant.id, form="crestïens", lemma="crestiien", context="de France qui crestïens devint Cil ot", label_uniform="crestiien", morph="NOMB.=s|GENRE=m|CAS=n"),
-    WordToken(corpus=Floovant.id, form="devint", lemma="devenir", context="France qui crestïens devint Cil ot non", label_uniform="devenir", morph="MODE=ind|TEMPS=psp|PERS.=3|NOMB.=s"),
-    WordToken(corpus=Floovant.id, form="Cil", lemma="cel", context="qui crestïens devint Cil ot non Cloovis", label_uniform="cel", morph="NOMB.=s|GENRE=m|CAS=n"),
-    WordToken(corpus=Floovant.id, form="ot", lemma="avoir", context="crestïens devint Cil ot non Cloovis si", label_uniform="avoir", morph="MODE=ind|TEMPS=psp|PERS.=3|NOMB.=s"),
-    WordToken(corpus=Floovant.id, form="non", lemma="nom", context="devint Cil ot non Cloovis si com", label_uniform="nom", morph="NOMB.=s|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="Cloovis", lemma="clovis", context="Cil ot non Cloovis si com truis", label_uniform="clovis", morph="NOMB.=s|GENRE=m|CAS=r"),
-    WordToken(corpus=Floovant.id, form="si", lemma="si", context="ot non Cloovis si com truis en", label_uniform="si", morph="DEGRE=-"),
-    WordToken(corpus=Floovant.id, form="com", lemma="come1", context="non Cloovis si com truis en escrit", label_uniform="come1", morph="_"),
-    WordToken(corpus=Floovant.id, form="truis", lemma="trover", context="Cloovis si com truis en escrit", label_uniform="trover", morph="MODE=ind|TEMPS=pst|PERS.=1|NOMB.=s"),
-    WordToken(corpus=Floovant.id, form="en", lemma="en1", context="si com truis en escrit", label_uniform="en1", morph="_"),
-    WordToken(corpus=Floovant.id, form="escrit", lemma="escrit", context="com truis en escrit", label_uniform="escrit", morph="NOMB.=s|GENRE=m|CAS=r")
+    WordToken(corpus=Floovant.id, form="SOIGNORS", lemma="seignor", left_context="", right_context="or escoutez que",
+              label_uniform="seignor", morph="NOMB.=p|GENRE=m|CAS=n"),
+    WordToken(corpus=Floovant.id, form="or", lemma="or4", left_context="SOIGNORS", right_context="escoutez que Dés",
+              label_uniform="or4", morph="DEGRE=-"),
+    WordToken(corpus=Floovant.id, form="escoutez", lemma="escouter", left_context="SOIGNORS or",
+              right_context="que Dés vos", label_uniform="escouter", morph="MODE=imp|PERS.=2|NOMB.=p"),
+    WordToken(corpus=Floovant.id, form="que", lemma="que4", left_context="SOIGNORS or escoutez",
+              right_context="Dés vos soit", label_uniform="que4", morph="_"),
+    WordToken(corpus=Floovant.id, form="Dés", lemma="dieu", left_context="or escoutez que",
+              right_context="vos soit amis", label_uniform="dieu", morph="NOMB.=s|GENRE=m|CAS=n"),
+    WordToken(corpus=Floovant.id, form="vos", lemma="vos1", left_context="escoutez que Dés",
+              right_context="soit amis III", label_uniform="vos1", morph="PERS.=2|NOMB.=p|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="soit", lemma="estre1", left_context="que Dés vos",
+              right_context="amis III vers", label_uniform="estre1", morph="MODE=sub|TEMPS=pst|PERS.=3|NOMB.=s"),
+    WordToken(corpus=Floovant.id, form="amis", lemma="ami", left_context="Dés vos soit", right_context="III vers de",
+              label_uniform="ami", morph="NOMB.=s|GENRE=m|CAS=n"),
+    WordToken(corpus=Floovant.id, form="III", lemma="trois1", left_context="vos soit amis",
+              right_context="vers de bone", label_uniform="trois1", morph="NOMB.=p|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="vers", lemma="vers1", left_context="soit amis III",
+              right_context="de bone estoire", label_uniform="vers1", morph="NOMB.=p|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="de", lemma="de", left_context="amis III vers", right_context="bone estoire se",
+              label_uniform="de", morph="_"),
+    WordToken(corpus=Floovant.id, form="bone", lemma="bon", left_context="III vers de", right_context="estoire se je",
+              label_uniform="bon", morph="NOMB.=s|GENRE=f|CAS=r|DEGRE=p"),
+    WordToken(corpus=Floovant.id, form="estoire", lemma="estoire1", left_context="vers de bone",
+              right_context="se je les", label_uniform="estoire1", morph="NOMB.=s|GENRE=f|CAS=r"),
+    WordToken(corpus=Floovant.id, form="se", lemma="si", left_context="de bone estoire", right_context="je les vos",
+              label_uniform="si", morph="DEGRE=-"),
+    WordToken(corpus=Floovant.id, form="je", lemma="je", left_context="bone estoire se", right_context="les vos devis",
+              label_uniform="je", morph="PERS.=1|NOMB.=s|GENRE=m|CAS=n"),
+    WordToken(corpus=Floovant.id, form="les", lemma="il", left_context="estoire se je", right_context="vos devis Dou",
+              label_uniform="il", morph="PERS.=3|NOMB.=p|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="vos", lemma="vos1", left_context="se je les", right_context="devis Dou premier",
+              label_uniform="vos1", morph="PERS.=2|NOMB.=p|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="devis", lemma="deviser", left_context="je les vos",
+              right_context="Dou premier roi", label_uniform="deviser", morph="MODE=ind|TEMPS=pst|PERS.=1|NOMB.=s"),
+    WordToken(corpus=Floovant.id, form="Dou", lemma="de+le", left_context="les vos devis",
+              right_context="premier roi de", label_uniform="de+le", morph="NOMB.=s|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="premier", lemma="premier", left_context="vos devis Dou",
+              right_context="roi de France", label_uniform="premier", morph="NOMB.=s|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="roi", lemma="roi2", left_context="devis Dou premier",
+              right_context="de France qui", label_uniform="roi2", morph="NOMB.=s|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="de", lemma="de", left_context="Dou premier roi",
+              right_context="France qui crestïens", label_uniform="de", morph="_"),
+    WordToken(corpus=Floovant.id, form="France", lemma="france", left_context="premier roi de",
+              right_context="qui crestïens devint", label_uniform="france", morph="NOMB.=s|GENRE=f|CAS=r"),
+    WordToken(corpus=Floovant.id, form="qui", lemma="qui", left_context="roi de France",
+              right_context="crestïens devint Cil", label_uniform="qui", morph="NOMB.=s|GENRE=m|CAS=n"),
+    WordToken(corpus=Floovant.id, form="crestïens", lemma="crestiien", left_context="de France qui",
+              right_context="devint Cil ot", label_uniform="crestiien", morph="NOMB.=s|GENRE=m|CAS=n"),
+    WordToken(corpus=Floovant.id, form="devint", lemma="devenir", left_context="France qui crestïens",
+              right_context="Cil ot non", label_uniform="devenir", morph="MODE=ind|TEMPS=psp|PERS.=3|NOMB.=s"),
+    WordToken(corpus=Floovant.id, form="Cil", lemma="cel", left_context="qui crestïens devint",
+              right_context="ot non Cloovis", label_uniform="cel", morph="NOMB.=s|GENRE=m|CAS=n"),
+    WordToken(corpus=Floovant.id, form="ot", lemma="avoir", left_context="crestïens devint Cil",
+              right_context="non Cloovis si", label_uniform="avoir", morph="MODE=ind|TEMPS=psp|PERS.=3|NOMB.=s"),
+    WordToken(corpus=Floovant.id, form="non", lemma="nom", left_context="devint Cil ot", right_context="Cloovis si com",
+              label_uniform="nom", morph="NOMB.=s|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="Cloovis", lemma="clovis", left_context="Cil ot non",
+              right_context="si com truis", label_uniform="clovis", morph="NOMB.=s|GENRE=m|CAS=r"),
+    WordToken(corpus=Floovant.id, form="si", lemma="si", left_context="ot non Cloovis", right_context="com truis en",
+              label_uniform="si", morph="DEGRE=-"),
+    WordToken(corpus=Floovant.id, form="com", lemma="come1", left_context="non Cloovis si",
+              right_context="truis en escrit", label_uniform="come1", morph="_"),
+    WordToken(corpus=Floovant.id, form="truis", lemma="trover", left_context="Cloovis si com",
+              right_context="en escrit", label_uniform="trover", morph="MODE=ind|TEMPS=pst|PERS.=1|NOMB.=s"),
+    WordToken(corpus=Floovant.id, form="en", lemma="en1", left_context="si com truis", right_context="escrit",
+              label_uniform="en1", morph="_"),
+    WordToken(corpus=Floovant.id, form="escrit", lemma="escrit", left_context="com truis en", right_context="",
+              label_uniform="escrit", morph="NOMB.=s|GENRE=m|CAS=r"),
 
 ]
 FloovantAllowedPOS = [
diff --git a/tests/db_fixtures/wauchier.py b/tests/db_fixtures/wauchier.py
index 5ac8ecb7..35f34f61 100644
--- a/tests/db_fixtures/wauchier.py
+++ b/tests/db_fixtures/wauchier.py
@@ -1,364 +1,364 @@
 from app.models import Corpus, WordToken, AllowedLemma, AllowedPOS, AllowedMorph
 
 Wauchier = Corpus(name="Wauchier", id=1)
-
 WauchierTokens = [
-    WordToken(corpus=1, form="De", lemma="de", POS="PRE", context="De seint Martin mout", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="seint", lemma="saint", POS="ADJqua", context="De seint Martin mout doit", label_uniform="saint", morph="None"),
-    WordToken(corpus=1, form="Martin", lemma="martin", POS="NOMpro", context="De seint Martin mout doit on", label_uniform="martin", morph="None"),
-    WordToken(corpus=1, form="mout", lemma="mout", POS="ADVgen", context="De seint Martin mout doit on doucement", label_uniform="mout", morph="None"),
-    WordToken(corpus=1, form="doit", lemma="devoir", POS="VERcjg", context="seint Martin mout doit on doucement et", label_uniform="devoir", morph="None"),
-    WordToken(corpus=1, form="on", lemma="un", POS="PRE", context="Martin mout doit on doucement et volentiers", label_uniform="un", morph="None"),
-    WordToken(corpus=1, form="doucement", lemma="doucement", POS="ADVgen", context="mout doit on doucement et volentiers le", label_uniform="doucement", morph="None"),
-    WordToken(corpus=1, form="et", lemma="et", POS="CONcoo", context="doit on doucement et volentiers le bien", label_uniform="et", morph="None"),
-    WordToken(corpus=1, form="volentiers", lemma="volentiers", POS="ADVgen", context="on doucement et volentiers le bien oïr", label_uniform="volentiers", morph="None"),
-    WordToken(corpus=1, form="le", lemma="le", POS="DETdef", context="doucement et volentiers le bien oïr et", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="et volentiers le bien oïr et entendre", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="oïr", lemma="öir", POS="VERinf", context="volentiers le bien oïr et entendre ,", label_uniform="oir", morph="None"),
-    WordToken(corpus=1, form="et", lemma="et", POS="CONcoo", context="le bien oïr et entendre , car", label_uniform="et", morph="None"),
-    WordToken(corpus=1, form="entendre", lemma="entendre", POS="VERinf", context="bien oïr et entendre , car par", label_uniform="entendre", morph="None"),
-    WordToken(corpus=1, form=",", lemma=",", POS="PONfbl", context="oïr et entendre , car par le", label_uniform=",", morph="None"),
-    WordToken(corpus=1, form="car", lemma="car", POS="CONcoo", context="et entendre , car par le bien", label_uniform="car", morph="None"),
-    WordToken(corpus=1, form="par", lemma="par", POS="PRE", context="entendre , car par le bien savoir", label_uniform="par", morph="None"),
-    WordToken(corpus=1, form="le", lemma="le", POS="DETdef", context=", car par le bien savoir et", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="car par le bien savoir et retenir", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="savoir", lemma="savoir", POS="VERinf", context="par le bien savoir et retenir puet", label_uniform="savoir", morph="None"),
-    WordToken(corpus=1, form="et", lemma="et", POS="CONcoo", context="le bien savoir et retenir puet l", label_uniform="et", morph="None"),
-    WordToken(corpus=1, form="retenir", lemma="retenir", POS="VERinf", context="bien savoir et retenir puet l en", label_uniform="retenir", morph="None"),
-    WordToken(corpus=1, form="puet", lemma="pöoir", POS="VERcjg", context="savoir et retenir puet l en sovent", label_uniform="pooir", morph="None"),
-    WordToken(corpus=1, form="l", lemma="il", POS="PROper", context="et retenir puet l en sovent a", label_uniform="il", morph="None"),
-    WordToken(corpus=1, form="en", lemma="en1", POS="PRE", context="retenir puet l en sovent a bien", label_uniform="en1", morph="None"),
-    WordToken(corpus=1, form="sovent", lemma="savoir", POS="VERcjg", context="puet l en sovent a bien venir", label_uniform="savoir", morph="None"),
-    WordToken(corpus=1, form="a", lemma="a", POS="PRE", context="l en sovent a bien venir .", label_uniform="a", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="en sovent a bien venir . Qui", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="venir", lemma="venir", POS="VERinf", context="sovent a bien venir . Qui bien", label_uniform="venir", morph="None"),
-    WordToken(corpus=1, form=".", lemma=".", POS="PONfrt", context="a bien venir . Qui bien ne", label_uniform=".", morph="None"),
-    WordToken(corpus=1, form="Qui", lemma="que2/3", POS="PROrel", context="bien venir . Qui bien ne seit", label_uniform="que2/3", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="venir . Qui bien ne seit ne", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="ne", lemma="ne1", POS="ADVneg", context=". Qui bien ne seit ne bien", label_uniform="ne1", morph="None"),
-    WordToken(corpus=1, form="seit", lemma="estre1", POS="VERcjg", context="Qui bien ne seit ne bien n", label_uniform="estre1", morph="None"),
-    WordToken(corpus=1, form="ne", lemma="ne2", POS="CONcoo", context="bien ne seit ne bien n entent", label_uniform="ne2", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="ne seit ne bien n entent de", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="n", lemma="ne1", POS="ADVneg", context="seit ne bien n entent de bien", label_uniform="ne1", morph="None"),
-    WordToken(corpus=1, form="entent", lemma="entendre", POS="VERcjg", context="ne bien n entent de bien faire", label_uniform="entendre", morph="None"),
-    WordToken(corpus=1, form="de", lemma="de", POS="PRE", context="bien n entent de bien faire n", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="n entent de bien faire n a", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="faire", lemma="faire", POS="VERinf", context="entent de bien faire n a nul", label_uniform="faire", morph="None"),
-    WordToken(corpus=1, form="n", lemma="ne1", POS="ADVneg", context="de bien faire n a nul talent", label_uniform="ne1", morph="None"),
-    WordToken(corpus=1, form="a", lemma="a", POS="PRE", context="bien faire n a nul talent .", label_uniform="a", morph="None"),
-    WordToken(corpus=1, form="nul", lemma="nul", POS="DETind", context="faire n a nul talent . Mes", label_uniform="nul", morph="None"),
-    WordToken(corpus=1, form="talent", lemma="talent", POS="NOMcom", context="n a nul talent . Mes del", label_uniform="talent", morph="None"),
-    WordToken(corpus=1, form=".", lemma=".", POS="PONfrt", context="a nul talent . Mes del bien", label_uniform=".", morph="None"),
-    WordToken(corpus=1, form="Mes", lemma="mais1", POS="CONcoo", context="nul talent . Mes del bien nest", label_uniform="mais1", morph="None"),
-    WordToken(corpus=1, form="del", lemma="de", POS="PRE.DETdef", context="talent . Mes del bien nest sovent", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context=". Mes del bien nest sovent li", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="nest", lemma="naistre", POS="VERcjg", context="Mes del bien nest sovent li biens", label_uniform="naistre", morph="None"),
-    WordToken(corpus=1, form="sovent", lemma="savoir", POS="VERcjg", context="del bien nest sovent li biens ,", label_uniform="savoir", morph="None"),
-    WordToken(corpus=1, form="li", lemma="le", POS="DETdef", context="bien nest sovent li biens , del", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="biens", lemma="bien", POS="NOMcom", context="nest sovent li biens , del mal", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form=",", lemma=",", POS="PONfbl", context="sovent li biens , del mal li", label_uniform=",", morph="None"),
-    WordToken(corpus=1, form="del", lemma="de", POS="PRE.DETdef", context="li biens , del mal li maus", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="mal", lemma="mal1", POS="NOMcom", context="biens , del mal li maus si", label_uniform="mal1", morph="None"),
-    WordToken(corpus=1, form="li", lemma="il", POS="PROper", context=", del mal li maus si com", label_uniform="il", morph="None"),
-    WordToken(corpus=1, form="maus", lemma="mal1", POS="NOMcom", context="del mal li maus si com dist", label_uniform="mal1", morph="None"),
-    WordToken(corpus=1, form="si", lemma="si", POS="ADVgen", context="mal li maus si com dist l", label_uniform="si", morph="None"),
-    WordToken(corpus=1, form="com", lemma="come1", POS="CONsub", context="li maus si com dist l Escriture", label_uniform="come1", morph="None"),
-    WordToken(corpus=1, form="dist", lemma="dire", POS="VERcjg", context="maus si com dist l Escriture .", label_uniform="dire", morph="None"),
-    WordToken(corpus=1, form="l", lemma="le", POS="DETdef", context="si com dist l Escriture . Por", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="Escriture", lemma="escrire", POS="NOMcom", context="com dist l Escriture . Por ce", label_uniform="escrire", morph="None"),
-    WordToken(corpus=1, form=".", lemma=".", POS="PONfrt", context="dist l Escriture . Por ce se", label_uniform=".", morph="None"),
-    WordToken(corpus=1, form="Por", lemma="por2", POS="PRE", context="l Escriture . Por ce se doit", label_uniform="por2", morph="None"),
-    WordToken(corpus=1, form="ce", lemma="ce1", POS="PROdem", context="Escriture . Por ce se doit l", label_uniform="ce1", morph="None"),
-    WordToken(corpus=1, form="se", lemma="soi1", POS="PROper", context=". Por ce se doit l en", label_uniform="soi1", morph="None"),
-    WordToken(corpus=1, form="doit", lemma="devoir", POS="VERcjg", context="Por ce se doit l en au", label_uniform="devoir", morph="None"),
-    WordToken(corpus=1, form="l", lemma="il", POS="PROper", context="ce se doit l en au bien", label_uniform="il", morph="None"),
-    WordToken(corpus=1, form="en", lemma="en1", POS="PRE", context="se doit l en au bien avoier", label_uniform="en1", morph="None"),
-    WordToken(corpus=1, form="au", lemma="a", POS="PRE.DETdef", context="doit l en au bien avoier et", label_uniform="a", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="l en au bien avoier et le", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="avoier", lemma="avoir", POS="VERinf", context="en au bien avoier et le bien", label_uniform="avoir", morph="None"),
-    WordToken(corpus=1, form="et", lemma="et", POS="CONcoo", context="au bien avoier et le bien feire", label_uniform="et", morph="None"),
-    WordToken(corpus=1, form="le", lemma="le", POS="DETdef", context="bien avoier et le bien feire ,", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="avoier et le bien feire , si", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="feire", lemma="faire", POS="VERinf", context="et le bien feire , si com", label_uniform="faire", morph="None"),
-    WordToken(corpus=1, form=",", lemma=",", POS="PONfbl", context="le bien feire , si com li", label_uniform=",", morph="None"),
-    WordToken(corpus=1, form="si", lemma="si", POS="ADVgen", context="bien feire , si com li seint", label_uniform="si", morph="None"),
-    WordToken(corpus=1, form="com", lemma="come1", POS="CONsub", context="feire , si com li seint home", label_uniform="come1", morph="None"),
-    WordToken(corpus=1, form="li", lemma="le", POS="PROper", context=", si com li seint home firent", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="seint", lemma="saint", POS="VERcjg", context="si com li seint home firent ça", label_uniform="saint", morph="None"),
-    WordToken(corpus=1, form="home", lemma="ome", POS="NOMcom", context="com li seint home firent ça en", label_uniform="ome", morph="None"),
-    WordToken(corpus=1, form="firent", lemma="faire", POS="VERcjg", context="li seint home firent ça en arriere", label_uniform="faire", morph="None"),
-    WordToken(corpus=1, form="ça", lemma="ça", POS="ADVgen", context="seint home firent ça en arriere de", label_uniform="ca", morph="None"),
-    WordToken(corpus=1, form="en", lemma="en1", POS="PRE", context="home firent ça en arriere de cui", label_uniform="en1", morph="None"),
-    WordToken(corpus=1, form="arriere", lemma="ariere", POS="ADVgen", context="firent ça en arriere de cui nos", label_uniform="ariere", morph="None"),
-    WordToken(corpus=1, form="de", lemma="de", POS="PRE", context="ça en arriere de cui nos trovons", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="cui", lemma="que2/3", POS="PROrel", context="en arriere de cui nos trovons les", label_uniform="que2/3", morph="None"),
-    WordToken(corpus=1, form="nos", lemma="nos1", POS="PROper", context="arriere de cui nos trovons les oevres", label_uniform="nos1", morph="None"),
-    WordToken(corpus=1, form="trovons", lemma="trover", POS="VERcjg", context="de cui nos trovons les oevres et", label_uniform="trover", morph="None"),
-    WordToken(corpus=1, form="les", lemma="le", POS="DETdef", context="cui nos trovons les oevres et les", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="oevres", lemma="uevre", POS="NOMcom", context="nos trovons les oevres et les vies", label_uniform="uevre", morph="None"),
-    WordToken(corpus=1, form="et", lemma="et", POS="CONcoo", context="trovons les oevres et les vies escriptures", label_uniform="et", morph="None"),
-    WordToken(corpus=1, form="les", lemma="le", POS="DETdef", context="les oevres et les vies escriptures .", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="vies", lemma="vie", POS="NOMcom", context="oevres et les vies escriptures . Et", label_uniform="vie", morph="None"),
-    WordToken(corpus=1, form="escriptures", lemma="escrever", POS="VERppe", context="et les vies escriptures . Et bien", label_uniform="escrever", morph="None"),
-    WordToken(corpus=1, form=".", lemma=".", POS="PONfrt", context="les vies escriptures . Et bien sacent", label_uniform=".", morph="None"),
-    WordToken(corpus=1, form="Et", lemma="et", POS="CONcoo", context="vies escriptures . Et bien sacent tuit", label_uniform="et", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="escriptures . Et bien sacent tuit cil", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="sacent", lemma="savoir", POS="VERcjg", context=". Et bien sacent tuit cil qi", label_uniform="savoir", morph="None"),
-    WordToken(corpus=1, form="tuit", lemma="tot", POS="DETind", context="Et bien sacent tuit cil qi vivent", label_uniform="tot", morph="None"),
-    WordToken(corpus=1, form="cil", lemma="cel", POS="PROdem", context="bien sacent tuit cil qi vivent qe", label_uniform="cel", morph="None"),
-    WordToken(corpus=1, form="qi", lemma="ci", POS="PROper", context="sacent tuit cil qi vivent qe ja", label_uniform="ci", morph="None"),
-    WordToken(corpus=1, form="vivent", lemma="vëoir", POS="VERcjg", context="tuit cil qi vivent qe ja n", label_uniform="veoir", morph="None"),
-    WordToken(corpus=1, form="qe", lemma="ce1", POS="PROdem", context="cil qi vivent qe ja n auront", label_uniform="ce1", morph="None"),
-    WordToken(corpus=1, form="ja", lemma="ja", POS="ADVgen", context="qi vivent qe ja n auront tant", label_uniform="ja", morph="None"),
-    WordToken(corpus=1, form="n", lemma="ne1", POS="ADVneg", context="vivent qe ja n auront tant de", label_uniform="ne1", morph="None"),
-    WordToken(corpus=1, form="auront", lemma="aucun", POS="VERcjg", context="qe ja n auront tant de bien", label_uniform="aucun", morph="None"),
-    WordToken(corpus=1, form="tant", lemma="tant", POS="ADVgen", context="ja n auront tant de bien fet", label_uniform="tant", morph="None"),
-    WordToken(corpus=1, form="de", lemma="de", POS="PRE", context="n auront tant de bien fet en", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="bien", lemma="bien", POS="ADVgen", context="auront tant de bien fet en totes", label_uniform="bien", morph="None"),
-    WordToken(corpus=1, form="fet", lemma="faire", POS="VERppe", context="tant de bien fet en totes lor", label_uniform="faire", morph="None"),
-    WordToken(corpus=1, form="en", lemma="en1", POS="PRE", context="de bien fet en totes lor vies", label_uniform="en1", morph="None"),
-    WordToken(corpus=1, form="totes", lemma="tot", POS="DETind", context="bien fet en totes lor vies qe", label_uniform="tot", morph="None"),
-    WordToken(corpus=1, form="lor", lemma="lor2", POS="DETpos", context="fet en totes lor vies qe qant", label_uniform="lor2", morph="None"),
-    WordToken(corpus=1, form="vies", lemma="vie", POS="NOMcom", context="en totes lor vies qe qant la", label_uniform="vie", morph="None"),
-    WordToken(corpus=1, form="qe", lemma="ce1", POS="PROdem", context="totes lor vies qe qant la mort", label_uniform="ce1", morph="None"),
-    WordToken(corpus=1, form="qant", lemma="cant1", POS="CONsub", context="lor vies qe qant la mort dont", label_uniform="cant1", morph="None"),
-    WordToken(corpus=1, form="la", lemma="le", POS="DETdef", context="vies qe qant la mort dont nule", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="mort", lemma="mort", POS="NOMcom", context="qe qant la mort dont nule rien", label_uniform="mort", morph="None"),
-    WordToken(corpus=1, form="dont", lemma="dont", POS="PROrel", context="qant la mort dont nule rien n", label_uniform="dont", morph="None"),
-    WordToken(corpus=1, form="nule", lemma="nul", POS="DETind", context="la mort dont nule rien n eschape", label_uniform="nul", morph="None"),
-    WordToken(corpus=1, form="rien", lemma="rien", POS="NOMcom", context="mort dont nule rien n eschape les", label_uniform="rien", morph="None"),
-    WordToken(corpus=1, form="n", lemma="ne1", POS="ADVneg", context="dont nule rien n eschape les poindera", label_uniform="ne1", morph="None"),
-    WordToken(corpus=1, form="eschape", lemma="eschaper", POS="VERcjg", context="nule rien n eschape les poindera au", label_uniform="eschaper", morph="None"),
-    WordToken(corpus=1, form="les", lemma="le", POS="DETdef", context="rien n eschape les poindera au cuer", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="poindera", lemma="poindre", POS="VERcjg", context="n eschape les poindera au cuer q", label_uniform="poindre", morph="None"),
-    WordToken(corpus=1, form="au", lemma="a", POS="PRE.DETdef", context="eschape les poindera au cuer q il", label_uniform="a", morph="None"),
-    WordToken(corpus=1, form="cuer", lemma="cuer2", POS="NOMcom", context="les poindera au cuer q il ne", label_uniform="cuer2", morph="None"),
-    WordToken(corpus=1, form="q", lemma=":", POS="PONfrt", context="poindera au cuer q il ne cuident", label_uniform=":", morph="None"),
-    WordToken(corpus=1, form="il", lemma="il", POS="PROper", context="au cuer q il ne cuident petit", label_uniform="il", morph="None"),
-    WordToken(corpus=1, form="ne", lemma="ne1", POS="ADVneg", context="cuer q il ne cuident petit avoir", label_uniform="ne1", morph="None"),
-    WordToken(corpus=1, form="cuident", lemma="cuidier", POS="VERcjg", context="q il ne cuident petit avoir fait", label_uniform="cuidier", morph="None"),
-    WordToken(corpus=1, form="petit", lemma="petit", POS="ADJqua", context="il ne cuident petit avoir fait .", label_uniform="petit", morph="None"),
-    WordToken(corpus=1, form="avoir", lemma="avoir", POS="VERinf", context="ne cuident petit avoir fait . Dex", label_uniform="avoir", morph="None"),
-    WordToken(corpus=1, form="fait", lemma="faire", POS="VERppe", context="cuident petit avoir fait . Dex !", label_uniform="faire", morph="None"),
-    WordToken(corpus=1, form=".", lemma=".", POS="PONfrt", context="petit avoir fait . Dex ! Qe", label_uniform=".", morph="None"),
-    WordToken(corpus=1, form="Dex", lemma="dieu", POS="NOMpro", context="avoir fait . Dex ! Qe feront", label_uniform="dieu", morph="None"),
-    WordToken(corpus=1, form="!", lemma="!", POS="PONfrt", context="fait . Dex ! Qe feront dont", label_uniform="!", morph="None"),
-    WordToken(corpus=1, form="Qe", lemma="ce1", POS="PROdem", context=". Dex ! Qe feront dont cil", label_uniform="ce1", morph="None"),
-    WordToken(corpus=1, form="feront", lemma="faire", POS="VERcjg", context="Dex ! Qe feront dont cil qui", label_uniform="faire", morph="None"),
-    WordToken(corpus=1, form="dont", lemma="dont", POS="PROrel", context="! Qe feront dont cil qui riche", label_uniform="dont", morph="None"),
-    WordToken(corpus=1, form="cil", lemma="cel", POS="PROdem", context="Qe feront dont cil qui riche sont", label_uniform="cel", morph="None"),
-    WordToken(corpus=1, form="qui", lemma="que2/3", POS="PROrel", context="feront dont cil qui riche sont et", label_uniform="que2/3", morph="None"),
-    WordToken(corpus=1, form="riche", lemma="riche", POS="ADJqua", context="dont cil qui riche sont et aise", label_uniform="riche", morph="None"),
-    WordToken(corpus=1, form="sont", lemma="estre1", POS="VERcjg", context="cil qui riche sont et aise de", label_uniform="estre1", morph="None"),
-    WordToken(corpus=1, form="et", lemma="et", POS="CONcoo", context="qui riche sont et aise de l", label_uniform="et", morph="None"),
-    WordToken(corpus=1, form="aise", lemma="aise", POS="NOMcom", context="riche sont et aise de l avoir", label_uniform="aise", morph="None"),
-    WordToken(corpus=1, form="de", lemma="de", POS="PRE", context="sont et aise de l avoir de", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="l", lemma="le", POS="DETdef", context="et aise de l avoir de cest", label_uniform="le", morph="None"),
-    WordToken(corpus=1, form="avoir", lemma="avoir", POS="VERinf", context="aise de l avoir de cest siecle", label_uniform="avoir", morph="None"),
-    WordToken(corpus=1, form="de", lemma="de", POS="PRE", context="de l avoir de cest siecle ,", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="cest", lemma="cest", POS="DETdem", context="l avoir de cest siecle , ne", label_uniform="cest", morph="None"),
-    WordToken(corpus=1, form="siecle", lemma="siecle", POS="NOMcom", context="avoir de cest siecle , ne en", label_uniform="siecle", morph="None"),
-    WordToken(corpus=1, form=",", lemma=",", POS="PONfbl", context="de cest siecle , ne en eus", label_uniform=",", morph="None"),
-    WordToken(corpus=1, form="ne", lemma="ne2", POS="CONcoo", context="cest siecle , ne en eus n", label_uniform="ne2", morph="None"),
-    WordToken(corpus=1, form="en", lemma="en2", POS="PROadv", context="siecle , ne en eus n ont", label_uniform="en2", morph="None"),
-    WordToken(corpus=1, form="eus", lemma="estre1", POS="VERcjg", context=", ne en eus n ont douçor", label_uniform="estre1", morph="None"),
-    WordToken(corpus=1, form="n", lemma="ne1", POS="ADVneg", context="ne en eus n ont douçor ne", label_uniform="ne1", morph="None"),
-    WordToken(corpus=1, form="ont", lemma="avoir", POS="VERcjg", context="en eus n ont douçor ne humilité", label_uniform="avoir", morph="None"),
-    WordToken(corpus=1, form="douçor", lemma="douçor", POS="NOMcom", context="eus n ont douçor ne humilité ne", label_uniform="doucor", morph="None"),
-    WordToken(corpus=1, form="ne", lemma="ne2", POS="CONcoo", context="n ont douçor ne humilité ne misericorde", label_uniform="ne2", morph="None"),
-    WordToken(corpus=1, form="humilité", lemma="umelité", POS="NOMcom", context="ont douçor ne humilité ne misericorde ,", label_uniform="umelite", morph="None"),
-    WordToken(corpus=1, form="ne", lemma="ne2", POS="CONcoo", context="douçor ne humilité ne misericorde , ainz", label_uniform="ne2", morph="None"),
-    WordToken(corpus=1, form="misericorde", lemma="misericorde", POS="NOMcom", context="ne humilité ne misericorde , ainz sont", label_uniform="misericorde", morph="None"),
-    WordToken(corpus=1, form=",", lemma=",", POS="PONfbl", context="humilité ne misericorde , ainz sont plein", label_uniform=",", morph="None"),
-    WordToken(corpus=1, form="ainz", lemma="ainz", POS="ADVgen", context="ne misericorde , ainz sont plein d", label_uniform="ainz", morph="None"),
-    WordToken(corpus=1, form="sont", lemma="estre1", POS="VERcjg", context="misericorde , ainz sont plein d angoisse", label_uniform="estre1", morph="None"),
-    WordToken(corpus=1, form="plein", lemma="plein", POS="ADJqua", context=", ainz sont plein d angoisse et", label_uniform="plein", morph="None"),
-    WordToken(corpus=1, form="d", lemma="de", POS="PRE", context="ainz sont plein d angoisse et de", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="angoisse", lemma="angoisse", POS="NOMcom", context="sont plein d angoisse et de traïsson", label_uniform="angoisse", morph="None"),
-    WordToken(corpus=1, form="et", lemma="et", POS="CONcoo", context="plein d angoisse et de traïsson et", label_uniform="et", morph="None"),
-    WordToken(corpus=1, form="de", lemma="de", POS="PRE", context="d angoisse et de traïsson et de", label_uniform="de", morph="None"),
-    WordToken(corpus=1, form="traïsson", lemma="träir", POS="NOMcom", context="angoisse et de traïsson et de felonie", label_uniform="trair", morph="None"),
-    WordToken(corpus=1, form="et", lemma="et", POS="CONcoo", context="et de traïsson et de felonie et", label_uniform="et", morph="None"),
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+    WordToken(corpus=Wauchier.id, form="vindrent", lemma="venir", POS="VERcjg", left_context="tant q il", right_context="a vie parmenable", label_uniform="venir", morph="None"),
+    WordToken(corpus=Wauchier.id, form="a", lemma="a", POS="PRE", left_context="q il vindrent", right_context="vie parmenable et", label_uniform="a", morph="None"),
+    WordToken(corpus=Wauchier.id, form="vie", lemma="vie", POS="NOMcom", left_context="il vindrent a", right_context="parmenable et a", label_uniform="vie", morph="None"),
+    WordToken(corpus=Wauchier.id, form="parmenable", lemma="parmenidés", POS="NOMpro", left_context="vindrent a vie", right_context="et a la", label_uniform="parmenides", morph="None"),
+    WordToken(corpus=Wauchier.id, form="et", lemma="et", POS="CONcoo", left_context="a vie parmenable", right_context="a la corone", label_uniform="et", morph="None"),
+    WordToken(corpus=Wauchier.id, form="a", lemma="a", POS="PRE", left_context="vie parmenable et", right_context="la corone de", label_uniform="a", morph="None"),
+    WordToken(corpus=Wauchier.id, form="la", lemma="le", POS="DETdef", left_context="parmenable et a", right_context="corone de gloire", label_uniform="le", morph="None"),
+    WordToken(corpus=Wauchier.id, form="corone", lemma="corone", POS="NOMcom", left_context="et a la", right_context="de gloire .", label_uniform="corone", morph="None"),
+    WordToken(corpus=Wauchier.id, form="de", lemma="de", POS="PRE", left_context="a la corone", right_context="gloire . A", label_uniform="de", morph="None"),
+    WordToken(corpus=Wauchier.id, form="gloire", lemma="gloire", POS="NOMcom", left_context="la corone de", right_context=". A ce", label_uniform="gloire", morph="None"),
+    WordToken(corpus=Wauchier.id, form=".", lemma=".", POS="PONfrt", left_context="corone de gloire", right_context="A ce regarderent", label_uniform=".", morph="None"),
+    WordToken(corpus=Wauchier.id, form="A", lemma="a", POS="PRE", left_context="de gloire .", right_context="ce regarderent li", label_uniform="a", morph="None"),
+    WordToken(corpus=Wauchier.id, form="ce", lemma="ce1", POS="PROdem", left_context="gloire . A", right_context="regarderent li seint", label_uniform="ce1", morph="None"),
+    WordToken(corpus=Wauchier.id, form="regarderent", lemma="regarder", POS="VERcjg", left_context=". A ce", right_context="li seint confessors", label_uniform="regarder", morph="None"),
+    WordToken(corpus=Wauchier.id, form="li", lemma="le", POS="PROper", left_context="A ce regarderent", right_context="seint confessors et", label_uniform="le", morph="None"),
+    WordToken(corpus=Wauchier.id, form="seint", lemma="saint", POS="VERcjg", left_context="ce regarderent li", right_context="confessors et mes", label_uniform="saint", morph="None"),
+    WordToken(corpus=Wauchier.id, form="confessors", lemma="confesser", POS="NOMcom", left_context="regarderent li seint", right_context="et mes sires", label_uniform="confesser", morph="None"),
+    WordToken(corpus=Wauchier.id, form="et", lemma="et", POS="CONcoo", left_context="li seint confessors", right_context="mes sires seinz", label_uniform="et", morph="None"),
+    WordToken(corpus=Wauchier.id, form="mes", lemma="mon1", POS="DETpos", left_context="seint confessors et", right_context="sires seinz Martins", label_uniform="mon1", morph="None"),
+    WordToken(corpus=Wauchier.id, form="sires", lemma="seignor", POS="NOMcom", left_context="confessors et mes", right_context="seinz Martins dont", label_uniform="seignor", morph="None"),
+    WordToken(corpus=Wauchier.id, form="seinz", lemma="saint", POS="VERcjg", left_context="et mes sires", right_context="Martins dont ci", label_uniform="saint", morph="None"),
+    WordToken(corpus=Wauchier.id, form="Martins", lemma="martin", POS="NOMpro", left_context="mes sires seinz", right_context="dont ci comence", label_uniform="martin", morph="None"),
+    WordToken(corpus=Wauchier.id, form="dont", lemma="dont", POS="PROrel", left_context="sires seinz Martins", right_context="ci comence la", label_uniform="dont", morph="None"),
+    WordToken(corpus=Wauchier.id, form="ci", lemma="ci", POS="ADVgen", left_context="seinz Martins dont", right_context="comence la vie", label_uniform="ci", morph="None"),
+    WordToken(corpus=Wauchier.id, form="comence", lemma="comencier", POS="VERcjg", left_context="Martins dont ci", right_context="la vie .", label_uniform="comencier", morph="None"),
+    WordToken(corpus=Wauchier.id, form="la", lemma="le", POS="DETdef", left_context="dont ci comence", right_context="vie . Seinz", label_uniform="le", morph="None"),
+    WordToken(corpus=Wauchier.id, form="vie", lemma="vie", POS="NOMcom", left_context="ci comence la", right_context=". Seinz Martins", label_uniform="vie", morph="None"),
+    WordToken(corpus=Wauchier.id, form=".", lemma=".", POS="PONfrt", left_context="comence la vie", right_context="Seinz Martins fu", label_uniform=".", morph="None"),
+    WordToken(corpus=Wauchier.id, form="Seinz", lemma="saint", POS="VERppa", left_context="la vie .", right_context="Martins fu nez", label_uniform="saint", morph="None"),
+    WordToken(corpus=Wauchier.id, form="Martins", lemma="martin", POS="NOMpro", left_context="vie . Seinz", right_context="fu nez de", label_uniform="martin", morph="None"),
+    WordToken(corpus=Wauchier.id, form="fu", lemma="estre1", POS="VERcjg", left_context=". Seinz Martins", right_context="nez de la", label_uniform="estre1", morph="None"),
+    WordToken(corpus=Wauchier.id, form="nez", lemma="naistre", POS="VERppe", left_context="Seinz Martins fu", right_context="de la contree", label_uniform="naistre", morph="None"),
+    WordToken(corpus=Wauchier.id, form="de", lemma="de", POS="PRE", left_context="Martins fu nez", right_context="", label_uniform="de", morph="None"),
+    WordToken(corpus=Wauchier.id, form="la", lemma="le", POS="DETdef", left_context="fu nez de", right_context="contree de Pannone", label_uniform="le", morph="None"),
+    WordToken(corpus=Wauchier.id, form="contree", lemma="contree", POS="NOMcom", left_context="nez de la", right_context="de Pannone ,", label_uniform="contree", morph="None"),
+    WordToken(corpus=Wauchier.id, form="de", lemma="de", POS="PRE", left_context="", right_context="Pannone , d", label_uniform="de", morph="None"),
+    WordToken(corpus=Wauchier.id, form="Pannone", lemma="prendre", POS="NOMcom", left_context="la contree de", right_context=", d un", label_uniform="prendre", morph="None"),
+    WordToken(corpus=Wauchier.id, form=",", lemma=",", POS="PONfbl", left_context="contree de Pannone", right_context="d un chastiel", label_uniform=",", morph="None"),
+    WordToken(corpus=Wauchier.id, form="d", lemma="de", POS="PRE", left_context="de Pannone ,", right_context="un chastiel qi", label_uniform="de", morph="None"),
+    WordToken(corpus=Wauchier.id, form="un", lemma="un", POS="DETndf", left_context="Pannone , d", right_context="chastiel qi Ysabbarie", label_uniform="un", morph="None"),
+    WordToken(corpus=Wauchier.id, form="chastiel", lemma="chastiier", POS="NOMcom", left_context=", d un", right_context="qi Ysabbarie avoit", label_uniform="chastiier", morph="None"),
+    WordToken(corpus=Wauchier.id, form="qi", lemma="ci", POS="DETndf", left_context="d un chastiel", right_context="Ysabbarie avoit non", label_uniform="ci", morph="None"),
+    WordToken(corpus=Wauchier.id, form="Ysabbarie", lemma="chamberiere", POS="ADJqua", left_context="un chastiel qi", right_context="avoit non .", label_uniform="chamberiere", morph="None"),
+    WordToken(corpus=Wauchier.id, form="avoit", lemma="avoir", POS="VERcjg", left_context="chastiel qi Ysabbarie", right_context="non . Si", label_uniform="avoir", morph="None"),
+    WordToken(corpus=Wauchier.id, form="non", lemma="nom", POS="NOMcom", left_context="qi Ysabbarie avoit", right_context=". Si fu", label_uniform="nom", morph="None"),
+    WordToken(corpus=Wauchier.id, form=".", lemma=".", POS="PONfrt", left_context="Ysabbarie avoit non", right_context="Si fu de", label_uniform=".", morph="None"),
+    WordToken(corpus=Wauchier.id, form="Si", lemma="si", POS="ADVgen", left_context="avoit non .", right_context="fu de haute", label_uniform="si", morph="None"),
+    WordToken(corpus=Wauchier.id, form="fu", lemma="estre1", POS="VERcjg", left_context="non . Si", right_context="de haute lignie", label_uniform="estre1", morph="None"),
+    WordToken(corpus=Wauchier.id, form="de", lemma="de", POS="PRE", left_context=". Si fu", right_context="haute lignie et", label_uniform="de", morph="None"),
+    WordToken(corpus=Wauchier.id, form="haute", lemma="haut", POS="ADJqua", left_context="Si fu de", right_context="lignie et de", label_uniform="haut", morph="None"),
+    WordToken(corpus=Wauchier.id, form="lignie", lemma="lignage", POS="NOMcom", left_context="fu de haute", right_context="et de par", label_uniform="lignage", morph="None"),
+    WordToken(corpus=Wauchier.id, form="et", lemma="et", POS="CONcoo", left_context="de haute lignie", right_context="de par mere", label_uniform="et", morph="None"),
+    WordToken(corpus=Wauchier.id, form="de", lemma="de", POS="PRE", left_context="haute lignie et", right_context="par mere et", label_uniform="de", morph="None"),
+    WordToken(corpus=Wauchier.id, form="par", lemma="par", POS="PRE", left_context="lignie et de", right_context="mere et de", label_uniform="par", morph="None"),
+    WordToken(corpus=Wauchier.id, form="mere", lemma="mere", POS="NOMcom", left_context="et de par", right_context="et de par", label_uniform="mere", morph="None"),
+    WordToken(corpus=Wauchier.id, form="et", lemma="et", POS="CONcoo", left_context="de par mere", right_context="de par pere", label_uniform="et", morph="None"),
+    WordToken(corpus=Wauchier.id, form="de", lemma="de", POS="PRE", left_context="par mere et", right_context="par pere .", label_uniform="de", morph="None"),
+    WordToken(corpus=Wauchier.id, form="par", lemma="par", POS="PRE", left_context="mere et de", right_context="pere . Ses", label_uniform="par", morph="None"),
+    WordToken(corpus=Wauchier.id, form="pere", lemma="pere", POS="NOMcom", left_context="et de par", right_context=". Ses peres", label_uniform="pere", morph="None"),
+    WordToken(corpus=Wauchier.id, form=".", lemma=".", POS="PONfrt", left_context="de par pere", right_context="Ses peres fu", label_uniform=".", morph="None"),
+    WordToken(corpus=Wauchier.id, form="Ses", lemma="son4", POS="DETpos", left_context="par pere .", right_context="peres fu chevaliers", label_uniform="son4", morph="None"),
+    WordToken(corpus=Wauchier.id, form="peres", lemma="pere", POS="NOMcom", left_context="pere . Ses", right_context="fu chevaliers et", label_uniform="pere", morph="None"),
+    WordToken(corpus=Wauchier.id, form="fu", lemma="estre1", POS="VERcjg", left_context=". Ses peres", right_context="chevaliers et hauz", label_uniform="estre1", morph="None"),
+    WordToken(corpus=Wauchier.id, form="chevaliers", lemma="chevalier", POS="NOMcom", left_context="Ses peres fu", right_context="et hauz hom", label_uniform="chevalier", morph="None"),
+    WordToken(corpus=Wauchier.id, form="et", lemma="et", POS="CONcoo", left_context="peres fu chevaliers", right_context="", label_uniform="et", morph="None"),
+    WordToken(corpus=Wauchier.id, form="hauz", lemma="haut", POS="ADJqua", left_context="fu chevaliers et", right_context="hom et riches", label_uniform="haut", morph="None"),
+    WordToken(corpus=Wauchier.id, form="hom", lemma="ome", POS="NOMcom", left_context="chevaliers et hauz", right_context="et riches .", label_uniform="ome", morph="None"),
+    WordToken(corpus=Wauchier.id, form="et", lemma="et", POS="CONcoo", left_context="", right_context="riches . Et", label_uniform="et", morph="None"),
+    WordToken(corpus=Wauchier.id, form="riches", lemma="riche", POS="ADJqua", left_context="hauz hom et", right_context=". Et il", label_uniform="riche", morph="None"),
+    WordToken(corpus=Wauchier.id, form=".", lemma=".", POS="PONfrt", left_context="hom et riches", right_context="Et il comença", label_uniform=".", morph="None"),
+    WordToken(corpus=Wauchier.id, form="Et", lemma="et", POS="CONcoo", left_context="et riches .", right_context="il comença tres", label_uniform="et", morph="None"),
+    WordToken(corpus=Wauchier.id, form="il", lemma="il", POS="PROper", left_context="riches . Et", right_context="comença tres s", label_uniform="il", morph="None"),
+    WordToken(corpus=Wauchier.id, form="comença", lemma="comencier", POS="VERcjg", left_context=". Et il", right_context="tres s enfance", label_uniform="comencier", morph="None"),
+    WordToken(corpus=Wauchier.id, form="tres", lemma="très", POS="ADVgen", left_context="Et il comença", right_context="s enfance bones", label_uniform="tres", morph="None"),
+    WordToken(corpus=Wauchier.id, form="s", lemma="soi1", POS="ADVgen", left_context="il comença tres", right_context="enfance bones oevres", label_uniform="soi1", morph="None"),
+    WordToken(corpus=Wauchier.id, form="enfance", lemma="enfance", POS="NOMcom", left_context="comença tres s", right_context="bones oevres a", label_uniform="enfance", morph="None"),
+    WordToken(corpus=Wauchier.id, form="bones", lemma="bon", POS="ADJqua", left_context="tres s enfance", right_context="oevres a feire", label_uniform="bon", morph="None"),
+    WordToken(corpus=Wauchier.id, form="oevres", lemma="uevre", POS="NOMcom", left_context="s enfance bones", right_context="a feire et", label_uniform="uevre", morph="None"),
+    WordToken(corpus=Wauchier.id, form="a", lemma="a", POS="PRE", left_context="enfance bones oevres", right_context="", label_uniform="a", morph="None"),
+    WordToken(corpus=Wauchier.id, form="feire", lemma="faire", POS="VERinf", left_context="bones oevres a", right_context="et a ensivre", label_uniform="faire", morph="None"),
+    WordToken(corpus=Wauchier.id, form="et", lemma="et", POS="CONcoo", left_context="oevres a feire", right_context="a ensivre ,", label_uniform="et", morph="None"),
+    WordToken(corpus=Wauchier.id, form="a", lemma="a", POS="PRE", left_context="", right_context="ensivre , car", label_uniform="a", morph="None"),
+    WordToken(corpus=Wauchier.id, form="ensivre", lemma="ainsi", POS="NOMcom", left_context="feire et a", right_context=", car tres", label_uniform="ainsi", morph="None"),
+    WordToken(corpus=Wauchier.id, form=",", lemma=",", POS="PONfbl", left_context="et a ensivre", right_context="car tres ce", label_uniform=",", morph="None"),
+    WordToken(corpus=Wauchier.id, form="car", lemma="car", POS="CONcoo", left_context="a ensivre ,", right_context="tres ce q", label_uniform="car", morph="None"),
+    WordToken(corpus=Wauchier.id, form="tres", lemma="très", POS="ADVgen", left_context="ensivre , car", right_context="ce q il", label_uniform="tres", morph="None"),
+    WordToken(corpus=Wauchier.id, form="ce", lemma="ce2", POS="PROdem", left_context=", car tres", right_context="q il n", label_uniform="ce2", morph="None"),
+    WordToken(corpus=Wauchier.id, form="q", lemma=":", POS="PONfrt", left_context="car tres ce", right_context="il n avoit", label_uniform=":", morph="None"),
+    WordToken(corpus=Wauchier.id, form="il", lemma="il", POS="PROper", left_context="tres ce q", right_context="n avoit qe", label_uniform="il", morph="None"),
+    WordToken(corpus=Wauchier.id, form="n", lemma="ne1", POS="ADVneg", left_context="ce q il", right_context="avoit qe .", label_uniform="ne1", morph="None"),
+    WordToken(corpus=Wauchier.id, form="avoit", lemma="avoir", POS="VERcjg", left_context="q il n", right_context="qe . x", label_uniform="avoir", morph="None"),
+    WordToken(corpus=Wauchier.id, form="qe", lemma="ce1", POS="PROdem", left_context="il n avoit", right_context=". x .", label_uniform="ce1", morph="None"),
+    WordToken(corpus=Wauchier.id, form=".", lemma=".", POS="PONfrt", left_context="n avoit qe", right_context="x . anz", label_uniform=".", morph="None"),
+    WordToken(corpus=Wauchier.id, form="x", lemma="»", POS="PONpdr", left_context="avoit qe .", right_context=". anz ,", label_uniform=">>", morph="None"),
+    WordToken(corpus=Wauchier.id, form=".", lemma=".", POS="PONfrt", left_context="qe . x", right_context="anz , comença", label_uniform=".", morph="None"),
+    WordToken(corpus=Wauchier.id, form="anz", lemma="an", POS="ADVgen", left_context=". x .", right_context=", comença il", label_uniform="an", morph="None"),
+    WordToken(corpus=Wauchier.id, form=",", lemma=",", POS="PONfbl", left_context="x . anz", right_context="comença il a", label_uniform=",", morph="None"),
+    WordToken(corpus=Wauchier.id, form="comença", lemma="comencier", POS="VERcjg", left_context=". anz ,", right_context="il a aler", label_uniform="comencier", morph="None"),
+    WordToken(corpus=Wauchier.id, form="il", lemma="il", POS="PROper", left_context="anz , comença", right_context="a aler a", label_uniform="il", morph="None"),
+    WordToken(corpus=Wauchier.id, form="a", lemma="a", POS="PRE", left_context=", comença il", right_context="aler a seinte", label_uniform="a", morph="None"),
+    WordToken(corpus=Wauchier.id, form="aler", lemma="aler", POS="VERinf", left_context="comença il a", right_context="a seinte glisse", label_uniform="aler", morph="None"),
+    WordToken(corpus=Wauchier.id, form="a", lemma="a", POS="PRE", left_context="il a aler", right_context="seinte glisse maugré", label_uniform="a", morph="None"),
+    WordToken(corpus=Wauchier.id, form="seinte", lemma="saint", POS="ADJqua", left_context="a aler a", right_context="glisse maugré son", label_uniform="saint", morph="None"),
 ]
 
+
 WauchierAllowedLemma = [
     AllowedLemma(label="de", label_uniform="de", corpus=Wauchier.id),
     AllowedLemma(label="saint", label_uniform="saint", corpus=Wauchier.id),
diff --git a/tests/test_models/test_record.py b/tests/test_models/test_record.py
index f2d372fa..ae1eeae0 100644
--- a/tests/test_models/test_record.py
+++ b/tests/test_models/test_record.py
@@ -5,14 +5,14 @@
 
 SimilarityFixtures = [
     Corpus(id=1, name="Fixtures !"),
-    WordToken(corpus=1, form="Cil", lemma="celui", context="_", label_uniform="celui", morph="smn", POS="p"),  # 1
-    WordToken(corpus=1, form="Cil", lemma="celle", context="_", label_uniform="celle", morph="smn", POS="n"),  # 2
-    WordToken(corpus=1, form="Cil", lemma="cil", context="_", label_uniform="cil", morph="smn", POS="p"),      # 3
-    WordToken(corpus=1, form="Cil", lemma="celui", context="_", label_uniform="celui", morph="mmn", POS="p"),  # 4
-    WordToken(corpus=1, form="Cil", lemma="celui", context="_", label_uniform="celui", morph="mmn", POS="n"),  # 5
-    WordToken(corpus=1, form="Cil", lemma="cel", context="_", label_uniform="cel", morph="smn", POS="p"),      # 6
-    WordToken(corpus=1, form="Cil", lemma="cel", context="_", label_uniform="cel", morph="smn", POS="p"),      # 7
-    WordToken(corpus=1, form="Cil", lemma="cel", context="_", label_uniform="cel", morph="smn", POS="p"),      # 8
+    WordToken(corpus=1, form="Cil", lemma="celui", left_context="_", right_context="_", label_uniform="celui", morph="smn", POS="p"),  # 1
+    WordToken(corpus=1, form="Cil", lemma="celle", left_context="_", right_context="_", label_uniform="celle", morph="smn", POS="n"),  # 2
+    WordToken(corpus=1, form="Cil", lemma="cil", left_context="_", right_context="_", label_uniform="cil", morph="smn", POS="p"),      # 3
+    WordToken(corpus=1, form="Cil", lemma="celui", left_context="_", right_context="_", label_uniform="celui", morph="mmn", POS="p"),  # 4
+    WordToken(corpus=1, form="Cil", lemma="celui", left_context="_", right_context="_", label_uniform="celui", morph="mmn", POS="n"),  # 5
+    WordToken(corpus=1, form="Cil", lemma="cel", left_context="_", right_context="_", label_uniform="cel", morph="smn", POS="p"),      # 6
+    WordToken(corpus=1, form="Cil", lemma="cel", left_context="_", right_context="_", label_uniform="cel", morph="smn", POS="p"),      # 7
+    WordToken(corpus=1, form="Cil", lemma="cel", left_context="_", right_context="_", label_uniform="cel", morph="smn", POS="p"),      # 8
 ]
 
 
diff --git a/tests/test_selenium/test_token_edit.py b/tests/test_selenium/test_token_edit.py
index 125fd7aa..23ce35f9 100644
--- a/tests/test_selenium/test_token_edit.py
+++ b/tests/test_selenium/test_token_edit.py
@@ -225,6 +225,11 @@ def test_edit_token_lemma_with_typeahead_click(self):
         )
         self.assertEqual(token.lemma, "saint", "Lemma should have been changed")
         self.assertEqual(status_text, "(Saved) Save")
+        self.assertEqual(
+            row.find_elements_by_tag_name("b")[0].text,
+            token.form,
+            "Bold should be used to highlight in-context word"
+        )
 
         # Try with an allowed lemma from the second corpus
         self.driver.refresh()