diff --git a/pytestdiscovering/LICENSE b/pytestdiscovering/LICENSE
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+++ b/pytestdiscovering/LICENSE
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+  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
+WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
+THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
+SUCH DAMAGES.
+
+  17. Interpretation of Sections 15 and 16.
+
+  If the disclaimer of warranty and limitation of liability provided
+above cannot be given local legal effect according to their terms,
+reviewing courts shall apply local law that most closely approximates
+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
+
+                     END OF TERMS AND CONDITIONS
+
+            How to Apply These Terms to Your New Programs
+
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+    <one line to give the program's name and a brief idea of what it does.>
+    Copyright (C) <year>  <name of author>
+
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License
+    along with this program.  If not, see <http://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If the program does terminal interaction, make it output a short
+notice like this when it starts in an interactive mode:
+
+    <program>  Copyright (C) <year>  <name of author>
+    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+    This is free software, and you are welcome to redistribute it
+    under certain conditions; type `show c' for details.
+
+The hypothetical commands `show w' and `show c' should show the appropriate
+parts of the General Public License.  Of course, your program's commands
+might be different; for a GUI interface, you would use an "about box".
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU GPL, see
+<http://www.gnu.org/licenses/>.
+
+  The GNU General Public License does not permit incorporating your program
+into proprietary programs.  If your program is a subroutine library, you
+may consider it more useful to permit linking proprietary applications with
+the library.  If this is what you want to do, use the GNU Lesser General
+Public License instead of this License.  But first, please read
+<http://www.gnu.org/philosophy/why-not-lgpl.html>.
diff --git a/pytestdiscovering/README.md b/pytestdiscovering/README.md
new file mode 100644
index 0000000..2afc19d
--- /dev/null
+++ b/pytestdiscovering/README.md
@@ -0,0 +1,10 @@
+# Discovering [pytest](https://docs.pytest.org/en/latest/getting-started.html) with [Sam & Max](http://sametmax.com/tag/pytest/) & [Open Classrooms](https://openclassrooms.com/fr/courses/4425126-testez-votre-projet-avec-python "Testez votre projet avec Python")
+
+This is a (partial) fork of my _study work_ [ocp5](https://github.com/freezed/ocp5/blob/master/README.md) providing code for discovering [`pytest`](https://docs.pytest.org/en/latest/contents.html).
+
+Work is done with :
+
+ - `Python 3.6.4`
+ - `PyMySQL 0.9.2`
+ - `requests 2.11.1`
+ - `pytest 3.7.1`
diff --git a/pytestdiscovering/cli.py b/pytestdiscovering/cli.py
new file mode 100644
index 0000000..4f649a3
--- /dev/null
+++ b/pytestdiscovering/cli.py
@@ -0,0 +1,301 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+"""
+Author: freezed <freezed@users.noreply.github.com> 2018-08-04
+Version: 0.1
+Licence: `GNU GPL v3` GNU GPL v3: http://www.gnu.org/licenses/
+
+    Command line interface to interact with local DB
+
+Choose a product in a list of aivaiable categories['results_list'],
+the system gives you an alternative with a better 'nutriscore'.
+You can save this product to get it later.
+
+ """
+from os import system
+from db import Db
+from config import DB_REQUEST, CLI_MSG_DISCLAIMER, CLI_MSG_ASK_IDX, \
+    CLI_MSG_ASK_ERR, CLI_MSG_QUIT, CLI_MSG_CHOOSEN_CAT, CLI_MSG_PROD, \
+    CLI_MSG_SUBST, CLI_MSG_NO_SUBST, CLI_MSG_CAT, CLI_MSG_CHOOSEN_PROD, \
+    CLI_MSG_DETAILLED_SUB, CLI_MAX_LEN, \
+    CLI_ITEM_LIST, CLI_MSG_ASK_BAK, CLI_MSG_BAK_DONE, CLI_MSG_INIT_MENU,\
+    CLI_MSG_SUBST_HEAD, CLI_MSG_SUBST_TITLE, CLI_MSG_SUBST_LIST
+
+product_asked = {'valid_item': False}
+cli_end_msg = CLI_MSG_QUIT
+
+
+def ask_user(head_msg, item_list):
+    """
+    Ask user to choose an item in the provided list, using numeric index
+
+    :head_msg:  Text displayed in header
+    :item_list: Dict() containing all data about item (see `get_data_list()`)
+
+    :result:
+        - item:
+        - cli_end_msg:
+        - valid_item:
+    """
+    valid_input = False
+    foot_msg = ""
+
+    while valid_input is False:
+        system('clear')
+        print(head_msg)
+        print(item_list['results_txt'])
+        print(foot_msg)
+
+        user_input = input(CLI_MSG_ASK_IDX.format(item_list['max_id']))
+
+        if user_input.lower() == "q":
+            valid_input = True
+            valid_item = False
+            item = ""
+
+        else:
+            try:
+                user_input = int(user_input)
+
+            # Response not int(), re-ask
+            except ValueError:
+                foot_msg += CLI_MSG_ASK_ERR.format(user_input)
+
+            else:
+                # Response is valid
+                if user_input <= item_list['max_id']:
+                    valid_input = True
+                    valid_item = True
+                    item = item_list['results_list'][user_input]
+
+                # Response not in range, re-ask
+                else:
+                    foot_msg += CLI_MSG_ASK_ERR.format(user_input)
+    return {
+        'item': item,
+        'cli_end_msg': foot_msg,
+        'valid_item': valid_item
+    }
+
+
+def get_data_list(db_obj, sql):
+    """
+    Gets data from DB & return them formated as a text list displayable on CLI
+
+    :db_obj: a database object [PyMySQL]
+    :sql: a SQL query
+
+    :Return: a dict containing details on requested data:
+        - max_id: maximum ID
+        - results_list: stored in a list of tuple (id, name, count)
+        - results_txt: in a string, text-formated
+    """
+
+    db_obj.execute(sql)
+    max_id = int(db_obj.cursor.rowcount - 1)
+    results_list = [(idx, val['name'], val['option'], val['id'])
+                    for idx, val in enumerate(db_obj.result)]
+
+    # Hacky results-split for rendering in 2 columns
+    res_even = [(
+        idx,
+        val['name'][:CLI_MAX_LEN].ljust(CLI_MAX_LEN),
+        val['option'], val['id']
+    ) for idx, val in enumerate(db_obj.result) if idx % 2 == 0]
+
+    res_uneven = [(
+        idx,
+        val['name'][:CLI_MAX_LEN],
+        val['option'],
+        val['id']
+    ) for idx, val in enumerate(db_obj.result) if idx % 2 != 0]
+
+    # category list
+    results_txt = ""
+
+    if len(res_uneven) == 0 and len(res_even) > 0:
+        results_txt += "{} : {}\n".format(
+            res_even[0][0],
+            res_even[0][1]
+        )
+
+    else:
+        for num, unused in enumerate(res_uneven):
+            results_txt += CLI_ITEM_LIST.format(
+                res_even[num][0],
+                res_even[num][1],
+                res_uneven[num][0],
+                res_uneven[num][1]
+            )
+
+        if len(res_uneven) < len(res_even):
+            num += 1
+            results_txt += "{} : {}\n".format(
+                res_even[num][0],
+                res_even[num][1]
+            )
+
+    return {
+        'max_id': max_id,
+        'results_list': results_list,
+        'results_txt': results_txt
+    }
+
+
+def start_init_menu():
+    """ Ask for saved substitution or searching new one """
+    LOCAL_DB.execute(DB_REQUEST['list_substituated_prod'])
+
+    if LOCAL_DB.cursor.rowcount > 0:
+        menu_list = {
+            'results_txt': CLI_MSG_INIT_MENU,
+            'results_list': [False, True],
+            'max_id': 1
+        }
+
+        # Ask for saved list or search new one
+        menu_asked = ask_user(
+            CLI_MSG_DISCLAIMER,
+            menu_list
+        )
+
+        # Shows saved list
+        if menu_asked['valid_item'] and menu_asked['item']:
+            cli_msg_subst_recap = CLI_MSG_SUBST_TITLE + CLI_MSG_SUBST_HEAD
+
+            for row in LOCAL_DB.result:
+                cli_msg_subst_recap += CLI_MSG_SUBST_LIST.format(
+                    pname=row['pname'][:CLI_MAX_LEN].center(CLI_MAX_LEN),
+                    sname=row['sname'][:CLI_MAX_LEN].center(CLI_MAX_LEN),
+                )
+            return (True, cli_msg_subst_recap)
+
+        return (False, "")
+
+    return (False, "Pas de substitutions enregistée")
+
+
+# Starts a DB connection
+LOCAL_DB = Db()
+
+################
+# INITIAL MENU #
+################
+init_menu = start_init_menu()
+
+#############################
+# LISTS SAVED SUBSTITUTIONS #
+#############################
+if init_menu[0]:
+    cli_end_msg = init_menu[1]
+
+####################
+# LISTS CATEGORIES #
+####################
+else:
+    category_list = get_data_list(
+        LOCAL_DB,
+        DB_REQUEST['list_cat']
+    )
+
+    head_msg = CLI_MSG_DISCLAIMER
+    head_msg += init_menu[1]
+    head_msg += CLI_MSG_CAT
+
+    # Asks the user to select a category
+    category_asked = ask_user(
+        head_msg,
+        category_list
+    )
+
+    ##################
+    # LISTS PRODUCTS #
+    ##################
+    if category_asked['valid_item']:
+        product_list = get_data_list(
+            LOCAL_DB,
+            DB_REQUEST['list_prod'].format(category_asked['item'][3])
+        )
+
+        head_msg = CLI_MSG_DISCLAIMER
+        head_msg += CLI_MSG_CHOOSEN_CAT.format(category_asked['item'][1])
+        head_msg += CLI_MSG_PROD
+
+        # Asks the user to select a product
+        product_asked = ask_user(
+            head_msg,
+            product_list
+        )
+
+    ####################
+    # LISTS SUBTITUTES #
+    ####################
+    if product_asked['valid_item']:
+        substitute_list = get_data_list(
+            LOCAL_DB,
+            DB_REQUEST['list_substitute'].format(
+                category_asked['item'][3],
+                product_asked['item'][2]
+            )
+        )
+
+        head_msg = CLI_MSG_DISCLAIMER
+        head_msg += CLI_MSG_CHOOSEN_CAT.format(category_asked['item'][1])
+        head_msg += CLI_MSG_CHOOSEN_PROD.format(product_asked['item'][1])
+        head_msg += CLI_MSG_SUBST
+
+        # No substitute found
+        if substitute_list['max_id'] == -1:
+            cli_end_msg = CLI_MSG_NO_SUBST.format(
+                product_asked['item'][1],
+                product_asked['item'][2]
+            )
+
+        # Asks the user to select a substitute
+        elif substitute_list['max_id'] >= 0:
+            substit_asked = ask_user(
+                head_msg,
+                substitute_list
+            )
+
+            ##########################
+            # SHOW SUBTITUTE DETAILS #
+            ##########################
+            if substit_asked['valid_item']:
+                LOCAL_DB.execute(DB_REQUEST['select_substitute'].format(
+                    substit_asked['item'][3]
+                ))
+
+                head_msg = CLI_MSG_DISCLAIMER +\
+                    CLI_MSG_CHOOSEN_CAT.format(substit_asked['item'][1])
+
+                backup_list = {
+                    'results_txt': CLI_MSG_DETAILLED_SUB.format(
+                        code=LOCAL_DB.result[0]['code'],
+                        nutri=LOCAL_DB.result[0]['nutrition_grades'],
+                        url=LOCAL_DB.result[0]['url']
+                    ) + CLI_MSG_ASK_BAK.format(
+                        substit_asked['item'][1],
+                        product_asked['item'][1]
+                    ),
+                    'results_list': [False, True],
+                    'max_id': 1
+                }
+
+                # Saves if user choose it
+                backup_asked = ask_user(
+                    head_msg,
+                    backup_list
+                )
+
+                if backup_asked['valid_item'] and backup_asked['item']:
+                    LOCAL_DB.execute(DB_REQUEST['save_substitute'].format(
+                        substit_asked['item'][3],
+                        product_asked['item'][3]
+                    ))
+
+                    if LOCAL_DB.cursor.rowcount == 1:
+                        cli_end_msg = CLI_MSG_BAK_DONE
+
+print(cli_end_msg)
diff --git a/pytestdiscovering/config.py b/pytestdiscovering/config.py
new file mode 100644
index 0000000..9e80074
--- /dev/null
+++ b/pytestdiscovering/config.py
@@ -0,0 +1,109 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+"""
+Author: freezed <freezed@users.noreply.github.com> 2018-07-27
+Version: 0.1
+Licence: `GNU GPL v3` GNU GPL v3: http://www.gnu.org/licenses/
+
+This file is part of [ocp5](https://github.com/freezed/ocp5) project
+"""
+
+# API
+FIELD_KEPT = {
+    'product': [
+        'product_name',
+        'nutrition_grades',
+        'categories_tags'
+    ],
+    'category': [
+        '_id',
+        'url',
+        'product_name',
+        'nutrition_grades',
+        'categories_tags'
+    ]
+}
+API_URL_CAT = "https://fr.openfoodfacts.org/category/{}/{}.json"
+
+# CLI
+DB_REQUEST = {
+    'list_cat': "SELECT c.name, COUNT(*) AS 'option', c.id AS 'id' FROM category AS c JOIN product AS p ON p.category_id = c.id GROUP BY c.name ORDER BY COUNT(*) DESC;",
+    'list_prod': "SELECT p.name, p.nutrition_grades AS 'option', p.id AS 'id' FROM product AS p LEFT JOIN category AS c ON p.category_id = c.id WHERE c.id = '{}' AND p.nutrition_grades IS NOT NULL AND p.substitute_id IS NULL;",
+    'list_substitute': "SELECT p.name, p.nutrition_grades AS 'option', p.id AS 'id' FROM product AS p LEFT JOIN category AS c ON p.category_id = c.id WHERE c.id = '{}' AND p.nutrition_grades < '{}'",
+    'select_substitute': "SELECT p.*, c.name FROM product AS p LEFT JOIN category AS c ON p.category_id = c.id WHERE p.id = '{}'",
+    'save_substitute': "UPDATE product SET substitute_id={} WHERE id={}",
+    'list_substituated_prod': "SELECT p.name AS pname, p.nutrition_grades AS pnutri, sub.name AS sname, sub.nutrition_grades AS snutri FROM product AS p LEFT JOIN category AS c ON p.category_id = c.id JOIN product AS sub ON sub.id = p.substitute_id WHERE p.substitute_id IS NOT NULL;",
+}
+
+CLI_MAX_LEN = 30
+CLI_MSG_SUBST = "Substituts disponibles :\n"
+CLI_MSG_QUIT = "\nAu revoir!"
+
+
+CLI_ITEM_LIST = "{} : {} \t {} : {}\n"
+CLI_MSG_INIT_MENU = CLI_MSG_SUBST + "Voulez vous les consulter?\n"\
+    "\n\t0: non\n\t1: oui"
+CLI_MSG_ASK_BAK = "Sauvegarder «{}»\nen substitut du produit «{}»?"\
+    "\n\t0: non\n\t1: oui"
+CLI_MSG_ASK_ERR = "\nSaisie incorrecte : «{}»"
+CLI_MSG_ASK_IDX = "Index choisi [0-{}] :"
+CLI_MSG_BAK_DONE = "\nSubstitut sauvegardé" + CLI_MSG_QUIT
+CLI_MSG_CAT = "Catégories disponibles :\n"
+CLI_MSG_CHOOSEN_CAT = "# # Categorie : [ {} ]\n"
+CLI_MSG_CHOOSEN_PROD = "# Produits : [ {} ]\n"
+CLI_MSG_DETAILLED_SUB = "Nutriscore [ {nutri} ]\tCode [ {code} ]"\
+    "\nURL:{url}\n\n"
+CLI_MSG_DISCLAIMER = "# # # Bienvenu sur PyOFF # # #\n\n"
+CLI_MSG_NO_SUBST = "Pas de substitut trouvé pour le produit «{}»"\
+    "(nutriscore : «{}»)" + CLI_MSG_QUIT
+CLI_MSG_PROD = "Produits disponibles :\n"
+CLI_MSG_SUBST_LIST = "{pname}\t{sname}\n"
+CLI_MSG_SUBST_TITLE = "\n" + "# # SUBSTITUTIONS ENREGISTRÉES # #".center(
+    2 * CLI_MAX_LEN
+) + "\n"
+CLI_MSG_SUBST_HEAD = "PRODUIT :".center(CLI_MAX_LEN) + \
+    "SUBSTITUT :".center(CLI_MAX_LEN) + "\n"
+
+
+# DATABASE
+DB_CONFIG = {
+    'host': 'localhost',
+    'user': 'loff',
+    'password': 'loff',
+    'db': 'loff',
+    'charset': 'utf8',
+    'autocommit': True,
+    'file': 'create-db-loff.sql'
+}
+
+DB_MSG_TEMPLATE = {
+    "database": "DB «{}» contains these tables :",
+    "db_created": "DB «{}» created\n\n",
+    "tables": "{}\n",
+    "dashboard": "DB size : {dbsize}\nTable 'product' has «{rowprod}» "
+                 "row(s)\nTable 'category' has «{rowcat}» row(s)"
+}
+
+# POPULATE
+POP_MSG_TEMPLATE = {
+    'work': '\n# # # # # #\tC A T E G O R Y --[ {} ]--',
+    'fetch': '\tFetching data over API…',
+    'insert': '\tInserting data into DB…',
+    'missing': '\t/!\\ [ {} ] do not exists /!\\',
+    # '': '',
+}
+
+CATEGORY_LIST = [
+    'roti',
+    'tourtes',
+    'donuts',
+    'boudoirs',
+    'canards',
+    'macarons',
+    'gratins',
+    'bouillons',
+    'entrées',
+    'barres chocolatées',
+    'pizzas',
+]
diff --git a/pytestdiscovering/create-db-loff.sql b/pytestdiscovering/create-db-loff.sql
new file mode 100644
index 0000000..4edb620
--- /dev/null
+++ b/pytestdiscovering/create-db-loff.sql
@@ -0,0 +1,28 @@
+-- ---------------------------------------------
+-- Creates a local DB to avoid requesting API --
+-- ---------------------------------------------
+
+CREATE DATABASE loff CHARACTER SET 'utf8';
+USE loff;
+
+CREATE TABLE category(
+    `id`INT UNSIGNED NOT NULL AUTO_INCREMENT PRIMARY KEY,
+    `name` VARCHAR(200) UNIQUE
+
+)ENGINE=InnoDB;
+
+CREATE TABLE product(
+    `id` INT UNSIGNED NOT NULL AUTO_INCREMENT PRIMARY KEY,
+    `code` BIGINT UNSIGNED NOT NULL UNIQUE,
+    `url` VARCHAR(200),
+    `name` VARCHAR(200) UNIQUE,
+    `nutrition_grades` VARCHAR(1),
+    `category_id`INT UNSIGNED,
+    `substitute_id` INT UNSIGNED,
+    CONSTRAINT `fk_product_category`
+        FOREIGN KEY (category_id) REFERENCES category(id)
+        ON DELETE CASCADE,
+    CONSTRAINT `fk_product_substitute`
+        FOREIGN KEY (substitute_id) REFERENCES product(id)
+        ON DELETE SET NULL
+)ENGINE=InnoDB;
diff --git a/pytestdiscovering/db.py b/pytestdiscovering/db.py
new file mode 100644
index 0000000..8704f14
--- /dev/null
+++ b/pytestdiscovering/db.py
@@ -0,0 +1,222 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+"""
+Author: freezed <freezed@users.noreply.github.com> 2018-07-26
+Version: 0.1
+Licence: `GNU GPL v3` GNU GPL v3: http://www.gnu.org/licenses/
+
+Connects DB, executes SQL statements
+"""
+
+import pymysql.cursors
+from config import DB_CONFIG, DB_MSG_TEMPLATE
+
+
+class Db():
+    """
+    Manage DB class
+
+    :Tests:
+    >>> expect = ["DB «loff» contains these tables :['category', 'product']",\
+"DB «loff» created"]
+
+    >>> class_test = Db()
+    >>> class_test.message.splitlines()[0] in expect
+    True
+    """
+
+    def __init__(self):
+        """ Class initialiser """
+        self.message = ""
+        self.result = list()
+
+        # MYSQL server connexion, without DB selection
+        self.start_connexion(False)
+
+        first_summary_run = self.db_summary()
+        # No DB, create it
+        if first_summary_run is False:
+            request_list = self.get_sql_from_file()
+
+            if request_list is not False:
+
+                for sql_request in request_list:
+                    self.cursor.execute(sql_request + ';')
+
+                self.message = DB_MSG_TEMPLATE['db_created'].format(
+                    DB_CONFIG['db']
+                )
+
+                second_summary_run = self.db_summary()
+
+                if second_summary_run is False:
+                    print('DB unknown error')
+
+                else:
+                    self.message += second_summary_run
+
+        else:
+            self.message = first_summary_run
+
+    def db_summary(self):
+        """
+        Search DB, SHOW TABLES, get DB size and count rows in tables
+
+        :return: False if DB not found, nothing otherwise (but sets messages)
+
+        :Tests:
+        >>> expect = ["DB «loff» contains these tables \
+:['category', 'product']","DB «loff» created"]
+
+        >>> Db.start_connexion(Db, with_db=False)
+        >>> Db.db_summary(Db).splitlines()[0] in expect
+        True
+        """
+        db_not_found = True
+        self.cursor.execute("SHOW DATABASES")
+        db_list = self.cursor.fetchall()
+
+        for idx, unused in enumerate(db_list):
+
+            if DB_CONFIG['db'] in db_list[idx].values():
+                db_not_found = False
+                self.cursor.execute("USE {}".format(DB_CONFIG['db']))
+
+                self.cursor.execute("SHOW TABLES")
+                tbl_list = self.cursor.fetchall()
+
+                # Get size information on DB
+                self.cursor.execute("""
+                SELECT table_schema "Full database",
+                    CONCAT(
+                        ROUND(
+                            SUM(data_length + index_length)
+                        / 1024 / 1024, 1),
+                    " MB") "dbsize"
+                FROM information_schema.tables
+                WHERE table_schema = "loff"
+                GROUP BY table_schema
+
+                UNION
+
+                SELECT "Rows in 'product' table", COUNT(*)
+                FROM product
+
+                UNION
+
+                SELECT "Rows in 'category' table", COUNT(*)
+                FROM category;
+                """)
+                dashboard = self.cursor.fetchall()
+
+                # Constructs DB information message
+                summary = DB_MSG_TEMPLATE['database'].format(
+                    dashboard[0]['Full database'])
+
+                summary += DB_MSG_TEMPLATE['tables'].format(
+                    [val['Tables_in_loff'] for val in tbl_list])
+
+                summary += DB_MSG_TEMPLATE['dashboard'].format(
+                    dbsize=dashboard[0]['dbsize'].decode("utf-8"),
+                    rowprod=dashboard[1]['dbsize'].decode("utf-8"),
+                    rowcat=dashboard[2]['dbsize'].decode("utf-8"))
+
+        if db_not_found:
+            return False
+
+        else:
+            return summary
+
+    def execute(self, sql_request):
+        """
+        Executes a request on DB
+
+        :Tests:
+        >>> Db.start_connexion(Db, with_db=True)
+        >>> Db.execute(Db, 'SHOW TABLES')
+        2
+        >>> Db.result == [{'Tables_in_loff': 'category'}, \
+{'Tables_in_loff': 'product'}]
+        True
+        """
+        # Connect to the database
+        self.start_connexion(self)
+
+        response = self.cursor.execute(sql_request)
+        self.result = self.cursor.fetchall()
+        return response
+
+    def get_sql_from_file(self, filename=DB_CONFIG['file']):
+        """
+        Get the SQL instruction from a file
+
+        :return: a list of each SQL query whithout the trailing ";"
+
+        :Tests:
+        >>> Db.get_sql_from_file(Db, 'wronq_file.sql')
+        False
+        >>> Db.message
+        'File load error : wronq_file.sql'
+        """
+        from os import path
+
+        # File did not exists
+        if path.isfile(filename) is False:
+            self.message = "File load error : {}".format(filename)
+            return False
+
+        else:
+            with open(filename, "r") as sql_file:
+                # Split file in list
+                ret = sql_file.read().split(';')
+                # drop last empty entry
+                ret.pop()
+                return ret
+
+    def start_connexion(self, with_db=True):
+        """
+        Connect to MySQL Server
+
+        :Tests:
+        >>> DB_CONFIG['user'] = 'bob'
+        >>> Db.start_connexion(Db, with_db=True)
+        OperationalError: «(1045, "Access denied for user 'bob'@'localhost' \
+(using password: YES)")»
+
+        >>> DB_CONFIG['user'] = 'loff'
+        >>> DB_CONFIG['db'] = 'foobar'
+        >>> Db.start_connexion(Db, with_db=True)
+        OperationalError: «(1044, "Access denied for user 'loff'@'localhost' \
+to database 'foobar'")»
+
+        """
+        cnx_conf = {
+            'host': DB_CONFIG['host'],
+            'user': DB_CONFIG['user'],
+            'password': DB_CONFIG['password'],
+            'charset': DB_CONFIG['charset'],
+            'autocommit': DB_CONFIG['autocommit'],
+            'cursorclass': pymysql.cursors.DictCursor
+        }
+
+        if with_db:
+            cnx_conf['db'] = DB_CONFIG['db']
+
+        try:
+            self.cnx = pymysql.connect(**cnx_conf)
+            self.cursor = self.cnx.cursor()
+
+        # For "Access denied" errors
+        except pymysql.err.OperationalError as except_detail:
+            print("OperationalError: «{}»".format(except_detail))
+
+    def __del__(self):
+        """ Object destruction"""
+        self.cursor.close()
+        self.cnx.close()
+
+
+if __name__ == "__main__":
+    import doctest
+    doctest.testmod()
diff --git a/pytestdiscovering/function.py b/pytestdiscovering/function.py
new file mode 100644
index 0000000..da58e87
--- /dev/null
+++ b/pytestdiscovering/function.py
@@ -0,0 +1,366 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+"""
+Author: freezed <freezed@users.noreply.github.com> 2018-07-24
+Version: 0.1
+Licence: `GNU GPL v3` GNU GPL v3: http://www.gnu.org/licenses/
+
+Call Open Food Facts API to populate a local MariaDB/MySQL database with product data
+This DB will serve an CLI client which gives alternative products with better
+nurition grade.
+"""
+import json
+import requests
+from config import FIELD_KEPT, API_URL_CAT
+
+
+def get_product(code, from_file=False):
+    """
+    Call Open Food Facts API to get data of a single product
+
+    :Tests ONLINE:
+    # >>> prod_beurre = get_product('3017760000109')
+    # >>> prod_oreo = get_product('8410000810004')
+
+    # >>> prod_false is False
+    # True
+
+    # >>> prod_string is False
+    # True
+
+    :Tests OFFLINE:
+    >>> prod_beurre = get_product('3017760000109', True)
+    >>> prod_oreo = get_product('8410000810004', True)
+    >>> prod_false = get_product('1664', True)
+    File load error : sample/product-1664.json
+
+    >>> prod_string = get_product('string', True)
+    File load error : sample/product-string.json
+
+    >>> print(prod_beurre['product_name'])
+    Le Véritable Petit Beurre
+
+    >>> print(prod_beurre['nutrition_grades'])
+    e
+
+    >>> print(prod_beurre['categories_tags'])
+    ['en:sugary-snacks', 'en:biscuits-and-cakes', \
+'en:biscuits', 'fr:petits-beurres']
+
+    >>> print(prod_oreo['code'])
+    8410000810004
+
+    >>> print(prod_oreo['url'])
+    https://fr.openfoodfacts.org/product/8410000810004/
+
+    >>> print(prod_oreo['product_name'])
+    Biscuit Oreo
+
+    >>> print(prod_oreo['nutrition_grades'])
+    e
+
+    >>> print(prod_oreo['categories_tags'])
+    ['en:sugary-snacks', 'en:biscuits-and-cakes', 'en:biscuits', \
+'en:chocolate-biscuits', 'es:sandwich-cookies']
+    """
+
+    ERR_FILE = "File load error : {}"
+    filename = 'sample/product-{}.json'.format(str(code))
+
+    try:
+        int(code)
+
+    except ValueError:  # as except_detail:
+        # print("Exception: «{}»".format(except_detail))
+        print(ERR_FILE.format(filename))
+
+    else:
+
+        if from_file:
+            from os import path
+
+            # File did not exists
+            if path.isfile(filename) is False:
+                print(ERR_FILE.format(filename))
+                status = 404
+                product_json = {'status': 0}
+
+            else:
+                with open(filename, "r") as json_file:
+                    product_json = json.loads(json_file.read())
+                    status = 200
+
+        else:
+
+            response = requests.get(
+                "https://fr.openfoodfacts.org/api/v0/product/{}.json".format(code)
+            )
+            product_json = json.loads(response.text)
+            status = response.status_code
+
+        if product_json['status'] and status == 200:
+            product_kept = {
+                'code': code,
+                'url': "https://fr.openfoodfacts.org/product/{}/".format(code)
+            }
+
+            for field in FIELD_KEPT['product']:
+                product_kept[field] = product_json['product'][field]
+
+            return product_kept
+
+        else:
+            return False
+
+
+def get_category(name, from_file=False):
+    """
+    Call Open Food Facts API to get data of products in a single category
+
+    :return: Dict filled with products & kept fields
+
+    First try, TODO :
+    - work offline with local JSON
+    - need to get all the products of a category
+
+    :Tests ONLINE:
+    >>> prod_false = get_category('1664')
+    >>> prod_false
+    False
+
+    >>> prod_bles = get_category('blés')
+
+    :Tests OFFLINE:
+    # >>> prod_bles = get_category('biscuits', True)
+    >>> prod_bles['category'] == 'biscuits'
+    True
+
+    >>> 'count' in prod_bles
+    True
+
+    >>> 'product_name' in prod_bles['products'][0]
+    True
+
+    >>> 'nutrition_grades' in prod_bles['products'][0]
+    True
+
+    >>> 'categories_tags' in prod_bles['products'][0]
+    True
+
+    >>> get_category('wrong_file', True)
+    File load error : sample/category-wrong_file.json
+    False
+
+    # >>> pprint.pprint(prod_bles)
+    """
+
+    if from_file:
+        from os import path
+
+        filename = 'sample/category-{}.json'.format(str(name))
+        # File did not exists
+        if path.isfile(filename) is False:
+            print("File load error : {}".format(filename))
+            status = 404
+            cat_json = {'count': 0}
+
+        else:
+            with open(filename, "r") as json_file:
+                cat_json = json.loads(json_file.read())
+                status = 200
+
+    # Requests over API
+    else:
+        page = 1
+        response = requests.get(API_URL_CAT.format(str(name), page))
+        cat_json = json.loads(response.text)
+        status = response.status_code
+
+    # Gets data
+    if cat_json['count'] > 0:
+        # Defines dict it will be returned
+        staging_data = {
+            # 'count': cat_json['count'],
+            'category': str(name),
+            'products': []
+        }
+
+        # Counts pages of this category
+        total_pages = int(cat_json['count'] // cat_json['page_size'])
+
+        if int(cat_json['count'] % cat_json['page_size']) > 0:
+            total_pages += 1
+
+        # Loops on data from 1st page
+        for idx, product_fields in enumerate(cat_json['products']):
+            staging_data['products'].append(dict())
+
+            for field in FIELD_KEPT['category']:
+
+                if field in product_fields:
+                    staging_data['products'][idx][field] = product_fields[field]
+
+                else:
+                    staging_data['products'][idx][field] = False
+
+        # Gets data for all other pages
+        while page < total_pages:
+            # Requests next page over API
+            page += 1
+            response = requests.get(API_URL_CAT.format(str(name), page))
+            cat_json = json.loads(response.text)
+            idx = len(staging_data['products'])
+
+            for product_fields in cat_json['products']:
+                staging_data['products'].append(dict())
+
+                for field in FIELD_KEPT['category']:
+
+                    if field in product_fields:
+                        staging_data['products'][idx][field] = product_fields[field]
+
+                    else:
+                        staging_data['products'][idx][field] = False
+
+                idx += 1
+
+            print("\t\t[…finish page {}/{} - {} ids]".format(page, total_pages, idx))
+
+        return staging_data
+
+    else:
+        return False
+
+
+def false_to_null(sql_list):
+    """ Replacing nutrition_score="False" by nutrition_score=NULL """
+    for idx, request in enumerate(sql_list):
+        if "False" in request:
+            sql_list[idx] = "{}NULL{}".format(
+                request[:request.find('False')-1],
+                request[request.find('False')+6:]
+            )
+    return sql_list
+
+
+def pick_category(cat_list):
+    """
+    Picks only one category to associate the product in the local DB
+
+    One of the shortest tag (without langage prefix) is taken.
+    For improvement it is a good place to adds more work here, like selecting
+    by langage prefix.
+
+    :Tests:
+    >>> pick_category(['en:sugary-snacks', 'en:biscuits-and-cakes', \
+'en:biscuits'])
+    'biscuits'
+    """
+    if len(cat_list) > 1:
+        # get idx of the shortest tag
+        flip_list = [(len(cat), idx) for idx, cat in enumerate(cat_list)]
+        flip_list.sort()
+
+        shortest_tag_idx = flip_list[0][1]
+
+        return cat_list[shortest_tag_idx].split(":")[1]
+
+    elif len(cat_list) == 1:
+        return cat_list[0].split(":")[1]
+
+    else:
+        return False
+
+
+def sql_generator(staging_data):
+    """
+    Uses `staging_data` to generate SQL INSERT requests.
+
+    :staging_data: dict() created with `get_product()` or `get_category()`
+    :return: list() of SQL requests
+
+    :Tests:
+    >>> sql_generator(False) is False
+    True
+
+    >>> bisc = {'count': 4377,'category':'biscuits','products':[{'_id':'8480000141323','categories_tags':['en:sugary-snacks','en:biscuits-and-cakes','en:biscuits'],'nutrition_grades':'e','product_name':'Galletas María Dorada Hacendado','url':'https://fr-en.openfoodfacts.org/product/8480000141323/galletas-maria-dorada-hacendado'},{'_id':'3593551174971','categories_tags':['en:sugary-snacks','en:biscuits-and-cakes','en:biscuits'],'nutrition_grades':'False','product_name':'Les Broyés du Poitou','url':'https://fr-en.openfoodfacts.org/product/3593551174971/les-broyes-du-poitou-les-mousquetaires'}]}
+
+    >>> sql_list_bisc = sql_generator(bisc)
+    >>> sql_list_bisc[0]
+    "INSERT INTO category (`name`) VALUES ('biscuits');"
+
+    >>> sql_list_bisc[1]
+    'INSERT INTO product (`name`, `code`, `url`, `nutrition_grades`, `category_id`) SELECT "Galletas María Dorada Hacendado", "8480000141323", "https://fr-en.openfoodfacts.org/product/8480000141323/galletas-maria-dorada-hacendado", "e", id AS category_id FROM category WHERE name = "biscuits";'
+
+    >>> sql_list_bisc[2]
+    'INSERT INTO product (`name`, `code`, `url`, `nutrition_grades`, `category_id`) SELECT "Les Broyés du Poitou", "3593551174971", "https://fr-en.openfoodfacts.org/product/3593551174971/les-broyes-du-poitou-les-mousquetaires", NULL, id AS category_id FROM category WHERE name = "biscuits";'
+
+    >>> oreo = {'categories_tags':['en:sugary-snacks','en:biscuits-and-cakes','en:biscuits','en:chocolate-biscuits','es:sandwich-cookies'],'code':'8410000810004','nutrition_grades':'e','product_name':'Biscuit Oreo', 'url':'https://fr.openfoodfacts.org/product/8410000810004/'}
+    >>> sql_list_oreo = sql_generator(oreo)
+    >>> sql_list_oreo[0]
+    "INSERT INTO category (`name`) VALUES ('biscuits');"
+
+    >>> sql_list_oreo[1]
+    'INSERT INTO product (`name`, `code`, `url`, `nutrition_grades`, `category_id`) SELECT "Biscuit Oreo", "8410000810004", "https://fr.openfoodfacts.org/product/8410000810004/", "e", id AS category_id FROM category WHERE name = "biscuits";'
+
+    >>> oreo_nutri_null = {'categories_tags':['en:sugary-snacks','en:biscuits-and-cakes','en:biscuits','en:chocolate-biscuits','es:sandwich-cookies'],'code':'8410000810004','nutrition_grades':'False','product_name':'Biscuit Oreo', 'url':'https://fr.openfoodfacts.org/product/8410000810004/'}
+    >>> sql_list_oreo_nutri_null = sql_generator(oreo_nutri_null)
+
+    >>> sql_list_oreo_nutri_null[1]
+    'INSERT INTO product (`name`, `code`, `url`, `nutrition_grades`, `category_id`) SELECT "Biscuit Oreo", "8410000810004", "https://fr.openfoodfacts.org/product/8410000810004/", NULL, id AS category_id FROM category WHERE name = "biscuits";'
+    """
+
+    sql_list = []
+    insert_cat = "INSERT INTO category (`name`) VALUES ('{}');"
+    insert_prod = """INSERT INTO product (`name`, `code`, `url`, `nutrition_grades`, `category_id`) \
+SELECT "{name}", "{code}", "{url}", "{nutri}", id AS category_id \
+FROM category \
+WHERE name = "{cat}";"""
+
+    if staging_data is not False and 'category' in staging_data.keys():
+        used_category = staging_data['category']
+
+        # insert category
+        sql_list.append(insert_cat.format(used_category))
+
+        # insert products
+        for idx, val in enumerate(staging_data['products']):
+            sql_list.append(
+                insert_prod.format(
+                    code=val['_id'],
+                    url=val['url'],
+                    name=val['product_name'],
+                    nutri=val['nutrition_grades'],
+                    cat=used_category
+                )
+            )
+
+    elif staging_data is not False and 'product_name' in staging_data.keys():
+        used_category = pick_category(staging_data['categories_tags'])
+
+        # insert category
+        sql_list.append(insert_cat.format(used_category))
+
+        sql_list.append(
+            insert_prod.format(
+                code=staging_data['code'],
+                url=staging_data['url'],
+                name=staging_data['product_name'],
+                nutri=staging_data['nutrition_grades'],
+                cat=used_category
+            )
+        )
+
+    else:
+        sql_list = False
+
+    if sql_list is not False:
+        sql_list = false_to_null(sql_list)
+
+    return sql_list
+
+
+if __name__ == "__main__":
+    import doctest
+    doctest.testmod()
diff --git a/pytestdiscovering/populate-db.py b/pytestdiscovering/populate-db.py
new file mode 100644
index 0000000..ac011f6
--- /dev/null
+++ b/pytestdiscovering/populate-db.py
@@ -0,0 +1,63 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+"""
+Author: freezed <freezed@users.noreply.github.com> 2018-08-02
+Version: 0.1
+Licence: `GNU GPL v3` GNU GPL v3: http://www.gnu.org/licenses/
+
+Populates local DB with data comming from Open Food Facts API
+
+:Tests:
+>>> CATEGORY_LIST.append('falsecategory')
+
+"""
+from random import choice
+from os import system
+import pymysql
+from db import Db
+from function import get_category, sql_generator
+from config import DB_CONFIG, POP_MSG_TEMPLATE, CATEGORY_LIST
+
+system('clear')
+local_db = Db()
+print(local_db.message)
+
+for category in CATEGORY_LIST:
+
+    print(POP_MSG_TEMPLATE['work'].format(category))
+    print(POP_MSG_TEMPLATE['fetch'])
+
+    # gets data
+    staging_data = get_category(category)
+
+    # generates SQL
+    sql_list = sql_generator(staging_data)
+
+    # executes SQL
+    print(POP_MSG_TEMPLATE['insert'].format(category))
+
+    if sql_list is False:
+        print(POP_MSG_TEMPLATE['missing'].format(category))
+
+    else:
+        for idx, sql in enumerate(sql_list):
+
+            try:
+                response = local_db.cursor.execute(sql)
+
+            # For warnings, do not catch "Data truncated…" as expected
+            except pymysql.err.Warning as except_detail:
+                response = "Warning: «{}»".format(except_detail)
+
+            # Duplicate entry
+            except pymysql.err.IntegrityError as except_detail:
+                response = "0, {}".format(except_detail)
+
+            except pymysql.err.ProgrammingError as except_detail:
+                response = "ProgrammingError: «{}»".format(except_detail)
+
+            except pymysql.err.MySQLError as except_detail:
+                response = "MySQLError: «{}»".format(except_detail)
+
+            print("\t{}. [{}…] | Affected rows : «{}»".format(idx, sql[87:100], response))
diff --git a/pytestdiscovering/requirements.txt b/pytestdiscovering/requirements.txt
new file mode 100644
index 0000000..88ef263
--- /dev/null
+++ b/pytestdiscovering/requirements.txt
@@ -0,0 +1,3 @@
+PyMySQL==0.9.2
+requests==2.11.1
+pytest==3.7.1
diff --git a/pytestdiscovering/sample/categories.json b/pytestdiscovering/sample/categories.json
new file mode 100644
index 0000000..530e035
--- /dev/null
+++ b/pytestdiscovering/sample/categories.json
@@ -0,0 +1,88247 @@
+{
+  "count": 14246,
+  "tags": [
+    {
+      "url": "https://fr.openfoodfacts.org/categorie/aliments-et-boissons-a-base-de-vegetaux",
+      "products": 32992,
+      "name": "Aliments et boissons à base de végétaux",
+      "id": "en:plant-based-foods-and-beverages"
+    },
+    {
+      "products": 28252,
+      "name": "Aliments d'origine végétale",
+      "id": "en:plant-based-foods",
+      "url": "https://fr.openfoodfacts.org/categorie/aliments-d-origine-vegetale"
+    },
+    {
+      "products": 21975,
+      "id": "en:beverages",
+      "name": "Boissons",
+      "sameAs": [
+        "https://www.wikidata.org/wiki/Q40050"
+      ],
+      "url": "https://fr.openfoodfacts.org/categorie/boissons"
+    },
+    {
+      "url": "https://fr.openfoodfacts.org/categorie/snacks-sucres",
+      "id": "en:sugary-snacks",
+      "name": "Snacks sucrés",
+      "products": 17911
+    },
+    {
+      "products": 13012,
+      "name": "Boissons sans alcool",
+      "id": "en:non-alcoholic-beverages",
+      "url": "https://fr.openfoodfacts.org/categorie/boissons-sans-alcool"
+    },
+    {
+      "products": 12397,
+      "name": "Produits laitiers",
+      "id": "en:dairies",
+      "url": "https://fr.openfoodfacts.org/categorie/produits-laitiers",
+      "sameAs": [
+        "https://www.wikidata.org/wiki/Q185217"
+      ]
+    },
+    {
+      "sameAs": [
+        "https://www.wikidata.org/wiki/Q3391775"
+      ],
+      "url": "https://fr.openfoodfacts.org/categorie/plats-prepares",
+      "name": "Plats préparés",
+      "id": "en:meals",
+      "products": 11257
+    },
+    {
+      "url": "https://fr.openfoodfacts.org/categorie/aliments-a-base-de-fruits-et-de-legumes",
+      "products": 10303,
+      "name": "Aliments à base de fruits et de légumes",
+      "id": "en:fruits-and-vegetables-based-foods"
+    },
+    {
+      "url": "https://fr.openfoodfacts.org/categorie/cereales-et-pommes-de-terre",
+      "id": "en:cereals-and-potatoes",
+      "name": "Céréales et pommes de terre",
+      "products": 9717
+    },
+    {
+      "url": "https://fr.openfoodfacts.org/categorie/produits-fermentes",
+      "products": 8282,
+      "id": "en:fermented-foods",
+      "name": "Produits fermentés"
+    },
+    {
+      "products": 8278,
+      "id": "en:fermented-milk-products",
+      "name": "Produits laitiers fermentés",
+      "sameAs": [
+        "https://www.wikidata.org/wiki/Q3506176"
+      ],
+      "url": "https://fr.openfoodfacts.org/categorie/produits-laitiers-fermentes"
+    },
+    {
+      "name": "Biscuits et gâteaux",
+      "id": "en:biscuits-and-cakes",
+      "products": 8159,
+      "url": "https://fr.openfoodfacts.org/categorie/biscuits-et-gateaux"
+    },
+    {
+      "id": "en:spreads",
+      "name": "Produits à tartiner",
+      "products": 7456,
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diff --git a/pytestdiscovering/sample/category-biscuits.json b/pytestdiscovering/sample/category-biscuits.json
new file mode 100644
index 0000000..4d7345e
--- /dev/null
+++ b/pytestdiscovering/sample/category-biscuits.json
@@ -0,0 +1,18258 @@
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+          "text": "praliné nougatine"
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+          "id": "lactoserum-en-poudre"
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+          "id": "cacao-et-cacao-maigre-en-poudre"
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+        "2018-07",
+        "2018"
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+        "en:packaging-code-to-be-completed",
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+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
+      ],
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+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
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+}
\ No newline at end of file
diff --git a/pytestdiscovering/sample/category-pizzas-1.json b/pytestdiscovering/sample/category-pizzas-1.json
new file mode 100644
index 0000000..19e7916
--- /dev/null
+++ b/pytestdiscovering/sample/category-pizzas-1.json
@@ -0,0 +1,24336 @@
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+          "id": "en:canola-oil"
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+          "id": "fr:levure-chimique"
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+      "ingredients_text_with_allergens": "Garniture (51.4%) : sauce tomate aromatisée (concentré de tomate, eau, amidons modifiés de maïs, arôme naturel, sucre, origan),  jambon cuit standard (21.1%) (jambon de porc (France), eau, dextrose, plasma de porc, stabilisants :E450, E451, arôme, arôme de fumé, antioxydant : E316, conservateur : E250), <span class=\"allergen\">mozzarella</span> (11.4%), <span class=\"allergen\">edam</span> (11.4%), champignons de Paris (10.7%), herbes aromatiques.Pourcentages exprimés sur la garniture mise en œuvre. Pâte (48.6%) : farine de <span class=\"allergen\">blé</span>, eau, levure boulangère, sel, huile de colza, farine de <span class=\"allergen\">blé</span> malté toasté, levure chimique (farine de <span class=\"allergen\">blé</span>, stabilisant : E450i, acidifiant : 500ii)",
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+      "ingredients_hierarchy": [
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+        "fr:champignon-de-paris",
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+        "en:paste",
+        "en:wheat-flour",
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+      "ingredients_text_fr": "Garniture (51.4%) : sauce tomate aromatisée (concentré de tomate, eau, amidons modifiés de maïs, arôme naturel, sucre, origan),  jambon cuit standard (21.1%) (jambon de porc (France), eau, dextrose, plasma de porc, stabilisants :E450, E451, arôme, arôme de fumé, antioxydant : E316, conservateur : E250), _mozzarella_ (11.4%), _edam_ (11.4%), champignons de Paris (10.7%), herbes aromatiques.Pourcentages exprimés sur la garniture mise en œuvre. Pâte (48.6%) : farine de _blé_, eau, levure boulangère, sel, huile de colza, farine de _blé_ malté toasté, levure chimique (farine de _blé_, stabilisant : E450i, acidifiant : 500ii)",
+      "ingredients_text": "Garniture (51.4%) : sauce tomate aromatisée (concentré de tomate, eau, amidons modifiés de maïs, arôme naturel, sucre, origan),  jambon cuit standard (21.1%) (jambon de porc (France), eau, dextrose, plasma de porc, stabilisants :E450, E451, arôme, arôme de fumé, antioxydant : E316, conservateur : E250), _mozzarella_ (11.4%), _edam_ (11.4%), champignons de Paris (10.7%), herbes aromatiques.Pourcentages exprimés sur la garniture mise en œuvre. Pâte (48.6%) : farine de _blé_, eau, levure boulangère, sel, huile de colza, farine de _blé_ malté toasté, levure chimique (farine de _blé_, stabilisant : E450i, acidifiant : 500ii)",
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+        "en:milk",
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+        "en:molluscs",
+        "en:mustard"
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+      "no_nutrition_data": "",
+      "serving_size_debug_tags": [],
+      "emb_codes_20141016": "",
+      "ingredients": [
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+          "text": "Garniture",
+          "rank": 1,
+          "percent": "57",
+          "id": "fr:garniture"
+        },
+        {
+          "id": "fr:mozzarella",
+          "rank": 2,
+          "text": "_mozzarella_"
+        },
+        {
+          "id": "en:water",
+          "text": "eau",
+          "rank": 3
+        },
+        {
+          "rank": 4,
+          "text": "_thon_",
+          "id": "en:tuna",
+          "percent": "12.8"
+        },
+        {
+          "text": "purée de tomates",
+          "rank": 5,
+          "id": "fr:puree-de-tomate"
+        },
+        {
+          "rank": 6,
+          "text": "oignons rouges",
+          "id": "fr:red-onions",
+          "percent": "1.8"
+        },
+        {
+          "id": "en:onions",
+          "rank": 7,
+          "text": "oignons"
+        },
+        {
+          "id": "fr:amidon-modifie-de-pomme-de-terre",
+          "rank": 8,
+          "text": "amidon modifié de pomme de terre"
+        },
+        {
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+        },
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+          "text": "sel"
+        },
+        {
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+          "id": "fr:capre",
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+          "text": "pulpe d'ail",
+          "id": "fr:pulpe-d-ail"
+        },
+        {
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+          "text": "extrait de _thon_",
+          "rank": 14
+        },
+        {
+          "id": "fr:poudre-de-betterave",
+          "text": "poudre de betterave",
+          "rank": 15
+        },
+        {
+          "id": "fr:extrait de poivre\nPâte cuite",
+          "percent": "43",
+          "text": "extrait de poivre\nPâte cuite",
+          "rank": 16
+        },
+        {
+          "id": "en:wheat-flour",
+          "text": "farine de _blé_",
+          "rank": 17
+        },
+        {
+          "text": "eau",
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+          "id": "en:water"
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+          "text": "levure boulangère",
+          "id": "fr:levure-boulangere"
+        },
+        {
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+          "text": "huile de tournesol",
+          "id": "en:sunflower-oil"
+        },
+        {
+          "id": "fr:levain de _seigle_ et de _blé_",
+          "text": "levain de _seigle_ et de _blé_",
+          "rank": 21
+        },
+        {
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+          "id": "en:soy"
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+        {
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+          "text": "sel",
+          "id": "en:salt"
+        },
+        {
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+          "rank": 24,
+          "id": "en:sugar"
+        },
+        {
+          "rank": 25,
+          "text": "extrait de malte d'_orge_",
+          "id": "fr:extrait-de-malte-d-orge"
+        },
+        {
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+          "percent": "10.5",
+          "id": "en:tuna"
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+        {
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+          "text": "huile de tournesol"
+        },
+        {
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+        }
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+      "origins_tags": [],
+      "ingredients_n_tags": [
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+        "21-30"
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+      "ingredients_original_tags": [
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+        "fr:mozzarella",
+        "en:water",
+        "en:tuna",
+        "fr:puree-de-tomate",
+        "fr:red-onions",
+        "en:onions",
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+        "fr:huile-d-olive-vierge",
+        "en:salt",
+        "fr:capre",
+        "fr:persil",
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+        "fr:extrait de _thon_",
+        "fr:poudre-de-betterave",
+        "fr:extrait de poivre\nPâte cuite",
+        "en:wheat-flour",
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+        "fr:levure-boulangere",
+        "en:sunflower-oil",
+        "fr:levain de _seigle_ et de _blé_",
+        "en:soy",
+        "en:salt",
+        "en:sugar",
+        "fr:extrait-de-malte-d-orge",
+        "en:tuna",
+        "en:sunflower-oil",
+        "en:salt"
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+        "en:pizzas-pies-and-quiches",
+        "en:pizzas",
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+        "en:frozen-pizzas-and-pies",
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+        "fr:Pizzas tartes salées et quiches"
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+      "ingredients_text_debug": "Garniture (57%) : _mozzarella_, eau, _thon_ (12,8%) (_thon_ 10,5%, huile de tournesol, sel), purée de tomates, oignons rouges (1,8%), oignons, amidon modifié de pomme de terre, huile d'olive vierge, sel, câpres (0,2%), persil (0,1%), pulpe d'ail, extrait de _thon_, poudre de betterave, extrait de poivre\r\nPâte cuite (43%) : farine de _blé_, eau, levure boulangère, huile de tournesol, levain de _seigle_ et de _blé_ (_soja_), sel, sucre, extrait de malte d'_orge_",
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+      "complete": 1,
+      "states_tags": [
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+        "en:complete",
+        "en:nutrition-facts-completed",
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+        "en:ingredients-completed",
+        "en:expiration-date-completed",
+        "en:packaging-code-completed",
+        "en:characteristics-completed",
+        "en:categories-completed",
+        "en:brands-completed",
+        "en:packaging-completed",
+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
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+      "additives_prev_n": 10,
+      "additives_n": 11,
+      "ingredients_from_palm_oil_n": 0,
+      "ingredients_text_debug": "Pâte cuite 39,8% (farine de _blé_, eau, huile de colza, sel, levure, poudre à lever :  carbonate de sodium), purée de tomate mi-réduites, jambon cuit standard 12% (jambon de porc, eau, acidifiant :  lactate de sodium, dextrose, sel, protéines de sang de porc, arômes naturels, stabilisants :  triphosphates et diphosphates, antioxydant :  ascorbate de sodium, conservateur :  nitrite de sodium), champignons 12% (champignons, eau, sel, acidifiant :  acide citrique, antioxydant :  acide ascorbique), _fromage_ fondu 8,4% (_fromage_, eau, _beurre_, protéines de _lait_, amidon transformé de maïs, sels de fonte :  citrate de sodium, _lactosérum_, sel, antiagglomérant :  cellulose), _emmental_ 3,6% (dont antiagglomérant :  cellulose en poudre), eau, farine de _blé_, basilic, origan, huile d'olive vierge extra, pulpe d'ail.",
+      "categories": "Plats préparés,Pizzas tartes salées et quiches,Pizzas ovales,Pizzas,Pizzas jambon-fromage",
+      "manufacturing_places_tags": [],
+      "categories_hierarchy": [
+        "en:meals",
+        "en:meat-based-products",
+        "en:meals-with-meat",
+        "en:pizzas-pies-and-quiches",
+        "en:pizzas",
+        "en:pork-meals",
+        "en:oval-pizzas",
+        "en:pizza-with-ham-and-cheese",
+        "fr:Pizzas tartes salées et quiches"
+      ],
+      "last_modified_t": 1532343880,
+      "pnns_groups_2": "Pizza pies and quiche",
+      "ingredients_original_tags": [
+        "fr:pate-cuite",
+        "fr:puree-de-tomate-mi-reduite",
+        "fr:jambon-cuit-standard",
+        "en:mushroom",
+        "fr:fromage-fondu",
+        "fr:emmental",
+        "en:water",
+        "en:wheat-flour",
+        "fr:basilic",
+        "fr:origan",
+        "en:extra-virgin-olive-oil",
+        "fr:pulpe-d-ail",
+        "en:wheat-flour",
+        "en:water",
+        "en:canola-oil",
+        "en:salt",
+        "fr:levure",
+        "en:raising-agent",
+        "fr:carbonate-de-sodium",
+        "fr:jambon-de-porc",
+        "en:water",
+        "en:acid",
+        "fr:lactate-de-sodium",
+        "en:dextrose",
+        "en:salt",
+        "fr:proteines-de-sang-de-porc",
+        "en:natural-flavour",
+        "en:stabiliser",
+        "fr:triphosphates-et-diphosphates",
+        "en:antioxidant",
+        "en:sodium-ascorbate",
+        "en:preservative",
+        "fr:nitrite-de-sodium",
+        "en:mushroom",
+        "en:water",
+        "en:salt",
+        "en:acid",
+        "en:citric-acid",
+        "en:antioxidant",
+        "en:ascorbic-acid",
+        "fr:fromage",
+        "en:water",
+        "en:butter",
+        "en:milk-protein",
+        "fr:amidon-modifie-de-mais",
+        "fr:sel-de-fonte",
+        "fr:citrate-de-sodium",
+        "en:whey",
+        "en:salt",
+        "en:anti-caking-agent",
+        "fr:cellulose",
+        "fr:dont antiagglomérant",
+        "fr:cellulose en poudre"
+      ],
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+      "ingredients_n_tags": [
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+        "51-60"
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+      "cities_tags": [
+        "segre-maine-et-loire-france"
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+      "origins_tags": [],
+      "emb_codes_20141016": "EMB 49331H",
+      "ingredients": [
+        {
+          "percent": "39.8",
+          "id": "fr:pate-cuite",
+          "rank": 1,
+          "text": "Pâte cuite"
+        },
+        {
+          "text": "purée de tomate mi-réduites",
+          "rank": 2,
+          "id": "fr:puree-de-tomate-mi-reduite"
+        },
+        {
+          "text": "jambon cuit standard",
+          "rank": 3,
+          "id": "fr:jambon-cuit-standard",
+          "percent": "12"
+        },
+        {
+          "rank": 4,
+          "text": "champignons",
+          "percent": "12",
+          "id": "en:mushroom"
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+        {
+          "rank": 5,
+          "text": "_fromage_ fondu",
+          "percent": "8.4",
+          "id": "fr:fromage-fondu"
+        },
+        {
+          "percent": "3.6",
+          "id": "fr:emmental",
+          "rank": 6,
+          "text": "_emmental_"
+        },
+        {
+          "rank": 7,
+          "text": "eau",
+          "id": "en:water"
+        },
+        {
+          "rank": 8,
+          "text": "farine de _blé_",
+          "id": "en:wheat-flour"
+        },
+        {
+          "id": "fr:basilic",
+          "rank": 9,
+          "text": "basilic"
+        },
+        {
+          "id": "fr:origan",
+          "text": "origan",
+          "rank": 10
+        },
+        {
+          "text": "huile d'olive vierge extra",
+          "rank": 11,
+          "id": "en:extra-virgin-olive-oil"
+        },
+        {
+          "rank": 12,
+          "text": "pulpe d'ail",
+          "id": "fr:pulpe-d-ail"
+        },
+        {
+          "id": "en:wheat-flour",
+          "text": "farine de _blé_"
+        },
+        {
+          "text": "eau",
+          "id": "en:water"
+        },
+        {
+          "text": "huile de colza",
+          "id": "en:canola-oil"
+        },
+        {
+          "text": "sel",
+          "id": "en:salt"
+        },
+        {
+          "id": "fr:levure",
+          "text": "levure"
+        },
+        {
+          "text": "poudre à lever",
+          "id": "en:raising-agent"
+        },
+        {
+          "text": "carbonate de sodium",
+          "id": "fr:carbonate-de-sodium"
+        },
+        {
+          "id": "fr:jambon-de-porc",
+          "text": "jambon de porc"
+        },
+        {
+          "text": "eau",
+          "id": "en:water"
+        },
+        {
+          "text": "acidifiant",
+          "id": "en:acid"
+        },
+        {
+          "id": "fr:lactate-de-sodium",
+          "text": "lactate de sodium"
+        },
+        {
+          "id": "en:dextrose",
+          "text": "dextrose"
+        },
+        {
+          "id": "en:salt",
+          "text": "sel"
+        },
+        {
+          "text": "protéines de sang de porc",
+          "id": "fr:proteines-de-sang-de-porc"
+        },
+        {
+          "id": "en:natural-flavour",
+          "text": "arômes naturels"
+        },
+        {
+          "text": "stabilisants",
+          "id": "en:stabiliser"
+        },
+        {
+          "text": "triphosphates et diphosphates",
+          "id": "fr:triphosphates-et-diphosphates"
+        },
+        {
+          "id": "en:antioxidant",
+          "text": "antioxydant"
+        },
+        {
+          "text": "ascorbate de sodium",
+          "id": "en:sodium-ascorbate"
+        },
+        {
+          "id": "en:preservative",
+          "text": "conservateur"
+        },
+        {
+          "text": "nitrite de sodium",
+          "id": "fr:nitrite-de-sodium"
+        },
+        {
+          "text": "champignons",
+          "id": "en:mushroom"
+        },
+        {
+          "text": "eau",
+          "id": "en:water"
+        },
+        {
+          "id": "en:salt",
+          "text": "sel"
+        },
+        {
+          "id": "en:acid",
+          "text": "acidifiant"
+        },
+        {
+          "text": "acide citrique",
+          "id": "en:citric-acid"
+        },
+        {
+          "text": "antioxydant",
+          "id": "en:antioxidant"
+        },
+        {
+          "id": "en:ascorbic-acid",
+          "text": "acide ascorbique"
+        },
+        {
+          "id": "fr:fromage",
+          "text": "_fromage_"
+        },
+        {
+          "text": "eau",
+          "id": "en:water"
+        },
+        {
+          "id": "en:butter",
+          "text": "_beurre_"
+        },
+        {
+          "text": "protéines de _lait_",
+          "id": "en:milk-protein"
+        },
+        {
+          "id": "fr:amidon-modifie-de-mais",
+          "text": "amidon transformé de maïs"
+        },
+        {
+          "id": "fr:sel-de-fonte",
+          "text": "sels de fonte"
+        },
+        {
+          "text": "citrate de sodium",
+          "id": "fr:citrate-de-sodium"
+        },
+        {
+          "text": "_lactosérum_",
+          "id": "en:whey"
+        },
+        {
+          "id": "en:salt",
+          "text": "sel"
+        },
+        {
+          "id": "en:anti-caking-agent",
+          "text": "antiagglomérant"
+        },
+        {
+          "text": "cellulose",
+          "id": "fr:cellulose"
+        },
+        {
+          "id": "fr:dont antiagglomérant",
+          "text": "dont antiagglomérant"
+        },
+        {
+          "id": "fr:cellulose en poudre",
+          "text": "cellulose en poudre"
+        }
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+        "en:crustaceans",
+        "en:fish",
+        "en:molluscs",
+        "en:nuts"
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+          }
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+      "no_nutrition_data": "",
+      "pnns_groups_2_tags": [
+        "pizza-pies-and-quiche"
+      ],
+      "nova_groups_tags": [
+        "en:4-ultra-processed-food-and-drink-products"
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+      "allergens_from_ingredients": "blé, fromage, fromage, beurre, lait, lactosérum, emmental, blé",
+      "allergens_tags": [
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+        "en:e450",
+        "en:e451",
+        "en:e460",
+        "en:e500"
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+      "nucleotides_tags": [],
+      "packaging": "Film,Plastique,Carton",
+      "informers_tags": [
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+        "segundo"
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+        "8",
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+        "poudre-a-lever",
+        "carbonate-de-sodium",
+        "puree-de-tomate-mi-reduites",
+        "jambon-cuit-standard-12",
+        "jambon-de-porc",
+        "eau",
+        "acidifiant",
+        "lactate-de-sodium",
+        "dextrose",
+        "sel",
+        "proteines-de-sang-de-porc",
+        "aromes-naturels",
+        "stabilisants",
+        "triphosphates",
+        "diphosphates",
+        "antioxydant",
+        "ascorbate-de-sodium",
+        "conservateur",
+        "nitrite-de-sodium",
+        "champignons-12",
+        "champignons",
+        "eau",
+        "sel",
+        "acidifiant",
+        "acide-citrique",
+        "antioxydant",
+        "acide-ascorbique",
+        "fromage-fondu-8",
+        "4",
+        "fromage",
+        "eau",
+        "beurre",
+        "proteines-de-lait",
+        "amidon-transforme-de-mais",
+        "sels-de-fonte",
+        "citrate-de-sodium",
+        "lactoserum",
+        "sel",
+        "antiagglomerant",
+        "cellulose",
+        "emmental-3",
+        "6",
+        "dont-antiagglomerant",
+        "cellulose-en-poudre",
+        "eau",
+        "farine-de-ble",
+        "basilic",
+        "origan",
+        "huile-d-olive-vierge-extra",
+        "pulpe-d-ail"
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+      "vitamins_tags": [],
+      "product_quantity": 180,
+      "serving_size": "180 g",
+      "interface_version_created": "20120622",
+      "categories_prev_tags": [
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+        "en:pizzas-pies-and-quiches",
+        "en:pizzas",
+        "en:oval-pizzas",
+        "en:pizza-with-ham-and-cheese"
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+      "ingredients_tags": [
+        "fr:pate-cuite",
+        "fr:puree-de-tomate-mi-reduite",
+        "fr:jambon-cuit-standard",
+        "en:mushroom",
+        "fr:fromage-fondu",
+        "fr:emmental",
+        "en:water",
+        "en:wheat-flour",
+        "fr:basilic",
+        "fr:origan",
+        "en:extra-virgin-olive-oil",
+        "en:olive-oil",
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+        "fr:pulpe-d-ail",
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+        "en:water",
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+        "fr:lactate-de-sodium",
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+        "en:pork-by-product",
+        "en:natural-flavour",
+        "en:flavour",
+        "en:stabiliser",
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+        "en:preservative",
+        "fr:nitrite-de-sodium",
+        "en:mushroom",
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+        "en:ascorbic-acid",
+        "fr:fromage",
+        "en:water",
+        "en:butter",
+        "en:milk-protein",
+        "fr:amidon-modifie-de-mais",
+        "en:modified-starch",
+        "en:corn-starch",
+        "en:starch",
+        "fr:sel-de-fonte",
+        "en:salt",
+        "fr:citrate-de-sodium",
+        "en:whey",
+        "en:salt",
+        "en:anti-caking-agent",
+        "fr:cellulose",
+        "fr:dont-antiagglomerant",
+        "fr:cellulose-en-poudre"
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+      "image_nutrition_thumb_url": "https://static.openfoodfacts.org/images/products/325/798/135/8904/nutrition_fr.7.100.jpg",
+      "ingredients_text_with_allergens": "Pâte cuite 39,8% (farine de <span class=\"allergen\">blé</span>, eau, huile de colza, sel, levure, poudre à lever : carbonate de sodium), purée de tomate mi-réduites, jambon cuit standard 12% (jambon de porc, eau, acidifiant : lactate de sodium, dextrose, sel, protéines de sang de porc, arômes naturels, stabilisants : triphosphates et diphosphates, antioxydant : ascorbate de sodium, conservateur : nitrite de sodium), champignons 12% (champignons, eau, sel, acidifiant : acide citrique, antioxydant : acide ascorbique), <span class=\"allergen\">fromage</span> fondu 8,4% (<span class=\"allergen\">fromage</span>, eau, <span class=\"allergen\">beurre</span>, protéines de <span class=\"allergen\">lait</span>, amidon transformé de maïs, sels de fonte : citrate de sodium, <span class=\"allergen\">lactosérum</span>, sel, antiagglomérant : cellulose), <span class=\"allergen\">emmental</span> 3,6% (dont antiagglomérant : cellulose en poudre), eau, farine de <span class=\"allergen\">blé</span>, basilic, origan, huile d'olive vierge extra, pulpe d'ail.",
+      "image_ingredients_thumb_url": "https://static.openfoodfacts.org/images/products/325/798/135/8904/ingredients_fr.6.100.jpg",
+      "additives_prev_original_tags": [
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diff --git a/pytestdiscovering/sample/category-pizzas-2.json b/pytestdiscovering/sample/category-pizzas-2.json
new file mode 100644
index 0000000..c2ad557
--- /dev/null
+++ b/pytestdiscovering/sample/category-pizzas-2.json
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new file mode 100644
index 0000000..8aa76f1
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+      "ingredients_text_with_allergens": "Crème glacée yaourt 42.5% : lait écrémé reconstitué, eau, yaourt liquide sucré 8,5% (<span class=\"allergen\">lait entier</span>, sucre, lait écrémé en poudre, <span class=\"allergen\">ferments lactiques</span>), sucre, <span class=\"allergen\">beurre</span> (contient <span class=\"allergen\">lait</span>), <span class=\"allergen\">lactose</span> (contient <span class=\"allergen\">lait</span>) et <span class=\"allergen\">protéines de lait</span>, sirop de glucose, émulsifiant: mono- et diglycérides d'acides gras; stabilisants : gomme guar, alginate de sodium ; acidifiant: acide lactique, arôme naturel Sorbet à la fraise 42,5% : eau, purée de fraise 10,6%, sucre, dextrose, acidifiant: acide citrique, stabilisant farine de graines de caroube, colorant: anthocyanes arôme naturel. Sauce à la framboise 15% : eau, purée de framboise à base de concentré 3%, sirop de glucose-fructose, dextrose, sucre, amidon de maïs, jus concentré de sureau ; épaississants: pectines, gomme xanthane; acidifiant: acide citrique, arôme naturel.",
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+      "additives_debug_tags": [],
+      "nutrient_levels": {},
+      "countries_hierarchy": [
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+      "allergens_from_ingredients": "",
+      "lang": "fr",
+      "vitamins_tags": [],
+      "minerals_tags": [],
+      "checkers_tags": [],
+      "purchase_places": "",
+      "ingredients_text_with_allergens": "",
+      "url": "https://ssl-api.openfoodfacts.org/product/3760272040001/miel-d-acacia-de-la-vallee-de-dordogne",
+      "nutrition_data_prepared_per_debug_tags": [],
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+        "en:spreads",
+        "en:sweet-spreads",
+        "en:bee-products",
+        "en:farming-products",
+        "en:sweeteners",
+        "en:honeys",
+        "fr:miels-d-acacia"
+      ],
+      "debug_param_sorted_langs": [
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+      ],
+      "nucleotides_tags": [],
+      "last_image_dates_tags": [
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+        "2018-08",
+        "2018"
+      ],
+      "labels_hierarchy": [],
+      "ingredients_text_with_allergens_fr": "",
+      "nutrition_score_debug": "no nutriscore for category en:honeys",
+      "vitamins_prev_tags": [],
+      "categories_tags": [
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+        "en:spreads",
+        "en:sweet-spreads",
+        "en:bee-products",
+        "en:farming-products",
+        "en:sweeteners",
+        "en:honeys",
+        "fr:miels-d-acacia"
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+      "link_debug_tags": [],
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+      "pnns_groups_1_tags": [
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+      ],
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+        "en:nutrition-facts-completed",
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+        "en:brands-to-be-completed",
+        "en:packaging-to-be-completed",
+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
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+      "additives_prev_original_tags": [],
+      "quality_tags": [
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+      "product_name_debug_tags": [],
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+      "states_hierarchy": [
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+        "en:nutrition-facts-completed",
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+        "en:brands-to-be-completed",
+        "en:packaging-to-be-completed",
+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
+      ],
+      "nutrition_data_prepared": "",
+      "origins_tags": [],
+      "labels_debug_tags": [],
+      "nutrition_data_prepared_per": "100g",
+      "generic_name_fr_debug_tags": [],
+      "informers_tags": [
+        "kiliweb",
+        "moon-rabbit"
+      ],
+      "pnns_groups_1": "Sugary snacks",
+      "brands_debug_tags": [],
+      "origins_debug_tags": [],
+      "selected_images": {
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+          }
+        }
+      },
+      "last_modified_by": "moon-rabbit",
+      "cities_tags": [],
+      "created_t": 1533280326,
+      "nutrition_data_per_debug_tags": [],
+      "creator": "kiliweb",
+      "labels_tags": [],
+      "brands_tags": [],
+      "sortkey": 533392524,
+      "emb_codes_orig": "",
+      "allergens_hierarchy": [],
+      "minerals_prev_tags": [],
+      "rev": 8,
+      "id": "3760272040001",
+      "emb_codes": "",
+      "labels": "",
+      "serving_quantity": 0,
+      "emb_codes_debug_tags": [],
+      "entry_dates_tags": [
+        "2018-08-03",
+        "2018-08",
+        "2018"
+      ],
+      "last_image_t": 1533280331,
+      "image_url": "https://static.openfoodfacts.org/images/products/376/027/204/0001/front_fr.4.400.jpg",
+      "expiration_date_debug_tags": [],
+      "quantity": "500 g",
+      "traces": "",
+      "interface_version_created": "20150316.jqm2",
+      "lc": "fr",
+      "stores_tags": [],
+      "correctors_tags": [
+        "openfoodfacts-contributors",
+        "moon-rabbit"
+      ],
+      "ingredients_that_may_be_from_palm_oil_tags": [],
+      "interface_version_modified": "20120622"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/pytestdiscovering/sample/category-pizzas-4.json b/pytestdiscovering/sample/category-pizzas-4.json
new file mode 100644
index 0000000..8646f81
--- /dev/null
+++ b/pytestdiscovering/sample/category-pizzas-4.json
@@ -0,0 +1,22142 @@
+{
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+  "skip": 60,
+  "products": [
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+        "en:e250",
+        "en:e1403",
+        "en:e579"
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+      "languages_hierarchy": [
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+      ],
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+      "id": "3242272505051",
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+        "sodebo",
+        "quiche",
+        "jambon-fromage"
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+      "nutrient_levels_tags": [
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+      "stores": "",
+      "debug_param_sorted_langs": [
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+      ],
+      "nutrition_data_prepared_per": "100g",
+      "additives_tags": [
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+        "en:e301",
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+        "en:packaging-code-to-be-completed",
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+        "en:categories-completed",
+        "en:brands-completed",
+        "en:packaging-completed",
+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
+      ],
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+      "labels_prev_hierarchy": [],
+      "countries_hierarchy": [
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+      "ingredients_that_may_be_from_palm_oil_tags": [],
+      "quality_tags": [
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+        "quantity-not-recognized"
+      ],
+      "stores_debug_tags": [],
+      "image_small_url": "https://static.openfoodfacts.org/images/products/324/227/250/5051/front_fr.19.200.jpg",
+      "stores_tags": [],
+      "labels": "",
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+      "update_key": "key_1533677490",
+      "interface_version_modified": "20120622",
+      "packaging_tags": [
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+        "carton",
+        "film",
+        "plastique",
+        "plaque"
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+      "origins_debug_tags": [],
+      "traces_from_ingredients": "",
+      "entry_dates_tags": [
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+        "2015-12",
+        "2015"
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+      "brands": "Sodebo, la pizz",
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+      "countries_debug_tags": [],
+      "lc": "fr",
+      "product_name": "La Pizz - Mozzarella Jambon cru",
+      "ingredients_text_fr_debug_tags": [],
+      "countries": "France",
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+        "fat": "moderate",
+        "saturated-fat": "moderate",
+        "sugars": "low"
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+      "misc_tags": [
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+        "en:nutrition-no-fiber-or-fruits-vegetables-nuts",
+        "en:nutriscore-computed"
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+      "lang_debug_tags": [],
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+            "fr": "https://static.openfoodfacts.org/images/products/324/227/250/5051/ingredients_fr.16.400.jpg"
+          }
+        }
+      },
+      "ingredients_text": "Garniture 58%: mozzarella 43%, sauce tomate (purée de tomate, eau, farine de blé, sel, huile d’olive, amidon de maïs), jambon cru fumé 15% (viande de porc, sel, épices, plantes aromatiques, antioxygène: E301, conservateur: E250), olives noires avec noyau (stabilisant : E579), basilic et origan.Pourcentages exprimés sur la garniture.\n\nPâte 42% : farine de blé, eau, levure boulangère, sel.",
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+      "last_image_t": 1530626266,
+      "ingredients_hierarchy": [
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+        "fr:mozzarella",
+        "fr:sauce-tomate",
+        "fr:jambon cru fumé",
+        "fr:olives-noires-avec-noyau",
+        "fr:basilic et origan.Pourcentages exprimés sur la garniture",
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+        "en:wheat-flour",
+        "en:water",
+        "fr:levure-boulangere",
+        "en:salt",
+        "fr:puree-de-tomate",
+        "en:water",
+        "en:wheat-flour",
+        "en:salt",
+        "en:olive-oil",
+        "en:vegetable-oil",
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+        "en:pork-meat",
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+        "en:stabiliser",
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+      "additives_debug_tags": [],
+      "allergens_hierarchy": [
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+      "countries_tags": [
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+      "categories_debug_tags": [
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+        "added-en-meals-with-meat",
+        "added-en-pork-meals",
+        "added-fr-pizzas-tartes-salees-et-quiches"
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+      "ingredients_text_debug": "Farine de blé, eau, jambon cuit 12% (viande de porc, sel, lactose, arômes naturels, sirop de glucose, gélifiant :  carraghénanes, épices, conservateur :  nitrite de sodium, antioxydant :  ascorbate de sodium), champignons de Paris 8%, purée de tomates, _emmental_ 6%, _mozzarella_ 6%, olives noires confites dénoyautées 3% (olives, eau, sel), huile de tournesol, sel, concentré de tomates, oignons, levure, amidon modifié de maïs, sucre, ail en poudre, origan, herbes de Provence, oignons en poudre, légumes déshydratés (carottes, poireaux, épinards, _céleri_), poivre noir. Cette pizza a été préparée avec 211 g de pâte.",
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+        "noceto",
+        "italie"
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+        "fr:puree-de-tomate",
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+          "id": "en:black-pepper"
+        },
+        {
+          "id": "fr:Cette pizza a été préparée avec 211 g de pâte",
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+          "text": "Cette pizza a été préparée avec 211 g de pâte"
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+        {
+          "text": "poireaux",
+          "id": "fr:poireau"
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+        {
+          "id": "fr:epinard",
+          "text": "épinards"
+        },
+        {
+          "id": "fr:celeri",
+          "text": "_céleri_"
+        }
+      ],
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+      "serving_size_debug_tags": [],
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+      "traces_tags": [],
+      "pnns_groups_2_tags": [
+        "pizza-pies-and-quiche"
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+      "allergens_tags": [
+        "en:celery",
+        "en:gluten",
+        "en:milk"
+      ],
+      "nova_groups_tags": [
+        "en:4-ultra-processed-food-and-drink-products"
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+      "additives_prev_tags": [
+        "en:e14xx",
+        "en:e250",
+        "en:e301",
+        "en:e407"
+      ],
+      "allergens_from_ingredients": "emmental, mozzarella, céleri, blé, lactose",
+      "nutrition_data_per_debug_tags": [],
+      "nucleotides_tags": [],
+      "packaging": "Carton,Plastique,Surgelé",
+      "informers_tags": [
+        "date-limite-app",
+        "aurelien31"
+      ],
+      "image_ingredients_small_url": "https://static.openfoodfacts.org/images/products/327/019/020/2974/ingredients_fr.20.200.jpg",
+      "ingredients_ids_debug": [
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+        "eau",
+        "jambon-cuit-12",
+        "viande-de-porc",
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+        "lactose",
+        "aromes-naturels",
+        "sirop-de-glucose",
+        "gelifiant",
+        "carraghenanes",
+        "epices",
+        "conservateur",
+        "nitrite-de-sodium",
+        "antioxydant",
+        "ascorbate-de-sodium",
+        "champignons-de-paris-8",
+        "puree-de-tomates",
+        "emmental-6",
+        "mozzarella-6",
+        "olives-noires-confites-denoyautees-3",
+        "olives",
+        "eau",
+        "sel",
+        "huile-de-tournesol",
+        "sel",
+        "concentre-de-tomates",
+        "oignons",
+        "levure",
+        "amidon-modifie-de-mais",
+        "sucre",
+        "ail-en-poudre",
+        "origan",
+        "herbes-de-provence",
+        "oignons-en-poudre",
+        "legumes-deshydrates",
+        "carottes",
+        "poireaux",
+        "epinards",
+        "celeri",
+        "poivre-noir",
+        "cette-pizza-a-ete-preparee-avec-211-g-de-pate"
+      ],
+      "pnns_groups_1_tags": [
+        "composite-foods"
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+      "vitamins_tags": [],
+      "generic_name_en": "",
+      "categories_prev_tags": [
+        "en:meals",
+        "en:pizzas-pies-and-quiches",
+        "en:pizzas",
+        "en:regina-pizza"
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+      "interface_version_created": "20150316.jqm2",
+      "serving_size": "200 g",
+      "ingredients_tags": [
+        "en:wheat-flour",
+        "en:water",
+        "fr:jambon-cuit",
+        "fr:champignon-de-paris",
+        "fr:puree-de-tomate",
+        "fr:emmental",
+        "fr:mozzarella",
+        "fr:olives-noires-confites-denoyautees",
+        "en:sunflower-oil",
+        "en:sunflower",
+        "en:salt",
+        "en:tomato-concentrate",
+        "en:onions",
+        "fr:levure",
+        "fr:amidon-modifie-de-mais",
+        "en:modified-starch",
+        "en:corn-starch",
+        "en:starch",
+        "en:sugar",
+        "fr:ail-en-poudre",
+        "fr:origan",
+        "fr:herbe-de-provence",
+        "fr:oignon-en-poudre",
+        "en:onions",
+        "fr:legume-deshydrate",
+        "en:black-pepper",
+        "en:pepper",
+        "fr:cette-pizza-a-ete-preparee-avec-211-g-de-pate",
+        "en:pork-meat",
+        "en:meat",
+        "en:salt",
+        "en:lactose",
+        "en:natural-flavour",
+        "en:flavour",
+        "en:glucose-syrup",
+        "en:syrup",
+        "fr:gelifiant",
+        "fr:carraghenane",
+        "en:spice",
+        "en:preservative",
+        "fr:nitrite-de-sodium",
+        "en:antioxidant",
+        "en:sodium-ascorbate",
+        "en:olive",
+        "en:water",
+        "en:salt",
+        "en:carot",
+        "fr:poireau",
+        "fr:epinard",
+        "fr:celeri"
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+      "image_nutrition_thumb_url": "https://static.openfoodfacts.org/images/products/327/019/020/2974/nutrition_fr.21.100.jpg",
+      "ingredients_text_with_allergens": "Farine de <span class=\"allergen\">blé</span>, eau, jambon cuit 12% (viande de porc, sel, <span class=\"allergen\">lactose</span>, arômes naturels, sirop de glucose, gélifiant : carraghénanes, épices, conservateur : nitrite de sodium, antioxydant : ascorbate de sodium), champignons de Paris 8%, purée de tomates, <span class=\"allergen\">emmental</span> 6%, <span class=\"allergen\">mozzarella</span> 6%, olives noires confites dénoyautées 3% (olives, eau, sel), huile de tournesol, sel, concentré de tomates, oignons, levure, amidon modifié de maïs, sucre, ail en poudre, origan, herbes de Provence, oignons en poudre, légumes déshydratés (carottes, poireaux, épinards, <span class=\"allergen\">céleri</span>), poivre noir. Cette pizza a été préparée avec 211 g de pâte.",
+      "quantity_debug_tags": [],
+      "additives_prev_original_tags": [
+        "en:e407",
+        "en:e250",
+        "en:e301",
+        "en:e14xx"
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+      "image_ingredients_thumb_url": "https://static.openfoodfacts.org/images/products/327/019/020/2974/ingredients_fr.20.100.jpg",
+      "ingredients_text_with_allergens_fr": "Farine de <span class=\"allergen\">blé</span>, eau, jambon cuit 12% (viande de porc, sel, <span class=\"allergen\">lactose</span>, arômes naturels, sirop de glucose, gélifiant : carraghénanes, épices, conservateur : nitrite de sodium, antioxydant : ascorbate de sodium), champignons de Paris 8%, purée de tomates, <span class=\"allergen\">emmental</span> 6%, <span class=\"allergen\">mozzarella</span> 6%, olives noires confites dénoyautées 3% (olives, eau, sel), huile de tournesol, sel, concentré de tomates, oignons, levure, amidon modifié de maïs, sucre, ail en poudre, origan, herbes de Provence, oignons en poudre, légumes déshydratés (carottes, poireaux, épinards, <span class=\"allergen\">céleri</span>), poivre noir. Cette pizza a été préparée avec 211 g de pâte.",
+      "packaging_debug_tags": [],
+      "amino_acids_tags": [],
+      "lang": "fr",
+      "image_front_url": "https://static.openfoodfacts.org/images/products/327/019/020/2974/front_fr.14.400.jpg",
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+      "manufacturing_places": "Noceto,Italie",
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+      "image_thumb_url": "https://static.openfoodfacts.org/images/products/325/798/394/0084/front_fr.6.100.jpg",
+      "manufacturing_places": "",
+      "labels_hierarchy": [
+        "fr:triman",
+        "fr:Cuite sur pierre",
+        "fr:Info-Tri Point Vert"
+      ],
+      "states": "en:to-be-checked, en:complete, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-completed, en:packaging-code-completed, en:characteristics-completed, en:categories-completed, en:brands-completed, en:packaging-completed, en:quantity-completed, en:product-name-completed, en:photos-validated, en:photos-uploaded",
+      "origins": "",
+      "languages_tags": [
+        "en:french",
+        "en:1"
+      ],
+      "created_t": 1443180156,
+      "nova_group_debug": " -- ingredients/en:salt : 3 -- ingredients/en:dextrose : 4",
+      "categories_debug_tags": [
+        "added-fr-pizzas-tartes-salees-et-quiches"
+      ],
+      "lang": "fr",
+      "image_front_url": "https://static.openfoodfacts.org/images/products/325/798/394/0084/front_fr.6.400.jpg",
+      "traces": "Céleri",
+      "ingredients_that_may_be_from_palm_oil_n": 1,
+      "product_name_debug_tags": [],
+      "image_url": "https://static.openfoodfacts.org/images/products/325/798/394/0084/front_fr.6.400.jpg",
+      "photographers_tags": [
+        "segundo",
+        "kiliweb"
+      ],
+      "vitamins_prev_tags": [],
+      "ingredients_debug": [
+        "Pâte 42 % ",
+        "(",
+        "(",
+        null,
+        null,
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+        null,
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+        null,
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+        null,
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+        ",",
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+        null,
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+        null,
+        null,
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+        null,
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+        null,
+        " ail",
+        ",",
+        null,
+        null,
+        null,
+        " poivre."
+      ],
+      "labels_tags": [
+        "fr:triman",
+        "fr:cuite-sur-pierre",
+        "fr:info-tri-point-vert"
+      ],
+      "editors": [
+        "segundo",
+        "phoenix"
+      ],
+      "ingredients_from_or_that_may_be_from_palm_oil_n": 1,
+      "code": "3257983940084",
+      "categories_tags": [
+        "en:frozen-foods",
+        "en:meals",
+        "en:pizzas-pies-and-quiches",
+        "en:pizzas",
+        "en:bolognese-pizzas",
+        "en:frozen-pizzas",
+        "en:frozen-pizzas-and-pies",
+        "fr:pizzas-tartes-salees-et-quiches"
+      ],
+      "editors_tags": [
+        "openfoodfacts-contributors",
+        "segundo",
+        "phoenix",
+        "jacob80",
+        "kiliweb"
+      ],
+      "languages": {
+        "en:french": 6
+      },
+      "last_image_dates_tags": [
+        "2018-06-15",
+        "2018-06",
+        "2018"
+      ],
+      "completed_t": 1443246960,
+      "allergens": "blé, edam, blé, blé",
+      "additives_prev_n": 0,
+      "fruits-vegetables-nuts_100g_estimate": 0,
+      "additives_n": 0,
+      "purchase_places": "Rots,France",
+      "labels_debug_tags": [],
+      "creator": "segundo",
+      "last_editor": null,
+      "nutriments": {
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+        "fiber_value": "2.2",
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+        "fat_value": "7.6",
+        "saturated-fat_100g": 2.5,
+        "sodium_100g": 0.452755905511811,
+        "nutrition-score-uk_100g": "2",
+        "fat_unit": "",
+        "carbohydrates_100g": 26.1,
+        "salt_serving": 2.24,
+        "proteins_100g": 9.7,
+        "nova-group_100g": 4,
+        "energy": "900",
+        "fat_100g": 7.6,
+        "proteins": 9.7,
+        "proteins_value": "9.7",
+        "nova-group_serving": 4,
+        "nova-group": 4,
+        "saturated-fat_serving": 4.88,
+        "fiber_unit": "g",
+        "sugars_serving": 7.8,
+        "nutrition-score-fr_100g": "2",
+        "fat_serving": 14.8,
+        "carbohydrates_serving": 50.9,
+        "carbohydrates_unit": "",
+        "sugars_value": "4",
+        "carbohydrates_value": "26.1",
+        "fiber_serving": 4.29,
+        "saturated-fat_unit": "",
+        "energy_unit": "kcal",
+        "nutrition-score-uk": "2",
+        "proteins_serving": 18.9,
+        "sugars_unit": "",
+        "nutrition-score-fr": "2",
+        "sugars": "4",
+        "fat": 7.6,
+        "energy_value": "215",
+        "salt": 1.15,
+        "proteins_unit": "",
+        "saturated-fat_value": "2.5",
+        "salt_unit": "",
+        "salt_100g": 1.15,
+        "fiber_100g": 2.2,
+        "carbohydrates": 26.1,
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+        "saturated-fat": 2.5,
+        "fiber": "2.2",
+        "salt_value": "1.15",
+        "sugars_100g": "4",
+        "energy_serving": "1760"
+      },
+      "categories_prev_hierarchy": [
+        "en:frozen-foods",
+        "en:meals",
+        "en:pizzas-pies-and-quiches",
+        "en:pizzas",
+        "en:bolognese-pizzas",
+        "en:frozen-pizzas",
+        "en:frozen-pizzas-and-pies"
+      ],
+      "complete": 1,
+      "states_tags": [
+        "en:to-be-checked",
+        "en:complete",
+        "en:nutrition-facts-completed",
+        "en:ingredients-completed",
+        "en:expiration-date-completed",
+        "en:packaging-code-completed",
+        "en:characteristics-completed",
+        "en:categories-completed",
+        "en:brands-completed",
+        "en:packaging-completed",
+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
+      ],
+      "categories": "Surgelés,Plats préparés,Pizzas tartes salées et quiches,Pizzas,Pizzas à la bolognaise,Pizzas surgelées,Pizzas et tartes surgelées",
+      "manufacturing_places_tags": [],
+      "last_modified_t": 1529078795,
+      "categories_hierarchy": [
+        "en:frozen-foods",
+        "en:meals",
+        "en:pizzas-pies-and-quiches",
+        "en:pizzas",
+        "en:bolognese-pizzas",
+        "en:frozen-pizzas",
+        "en:frozen-pizzas-and-pies",
+        "fr:Pizzas tartes salées et quiches"
+      ],
+      "pnns_groups_2": "Pizza pies and quiche",
+      "ingredients_original_tags": [
+        "en:paste",
+        "fr:puree-de-tomate",
+        "fr:viande-de-boeuf",
+        "fr:edam",
+        "en:onions",
+        "fr:oignon-frit",
+        "en:sugar",
+        "en:canola-oil",
+        "en:wheat-flour",
+        "fr:amidon-de-ble",
+        "en:salt",
+        "fr:plante-aromatique",
+        "en:garlic",
+        "en:pepper",
+        "en:wheat-flour",
+        "en:water",
+        "fr:levure",
+        "en:dextrose",
+        "en:canola-oil",
+        "en:salt",
+        "en:onions",
+        "fr:huile-vegetale-de-tournesol"
+      ],
+      "ingredients_n": 22,
+      "ingredients_from_palm_oil_n": 0,
+      "ingredients_text_debug": "Pâte 42 % (Farine de _blé_, eau, levure, dextrose, huile végétale de colza, sel), purée de tomates, viande de bœuf 10.3 %, _edam_ 10.3 %, oignons 3.8 %, oignons frits 2.6 % (oignons, huile végétale de tournesol), sucre, huile végétale de colza, farine de _blé_, amidon de _blé_, sel, plantes aromatiques, ail, poivre."
+    }
+  ],
+  "page_size": 20,
+  "count": 390
+}
\ No newline at end of file
diff --git a/pytestdiscovering/sample/packager_code-emb-35069-c_brand-sojasun.json b/pytestdiscovering/sample/packager_code-emb-35069-c_brand-sojasun.json
new file mode 100644
index 0000000..34e035f
--- /dev/null
+++ b/pytestdiscovering/sample/packager_code-emb-35069-c_brand-sojasun.json
@@ -0,0 +1,10475 @@
+{
+  "page": 1,
+  "page_size": 20,
+  "skip": 0,
+  "products": [
+    {
+      "expiration_date": "24/05/2016",
+      "editors_tags": [
+        "69mimolette",
+        "phoenix",
+        "sebleouf",
+        "luciebnt",
+        "date-limite-app",
+        "kiliweb",
+        "openfoodfacts-contributors"
+      ],
+      "ingredients_from_or_that_may_be_from_palm_oil_n": 0,
+      "interface_version_created": "20120622",
+      "codes_tags": [
+        "code-13",
+        3273220086223,
+        "327322008622x",
+        "32732200862xx",
+        "3273220086xxx",
+        "327322008xxxx",
+        "32732200xxxxx",
+        "3273220xxxxxx",
+        "327322xxxxxxx",
+        "32732xxxxxxxx",
+        "3273xxxxxxxxx",
+        "327xxxxxxxxxx",
+        "32xxxxxxxxxxx",
+        "3xxxxxxxxxxxx"
+      ],
+      "quantity_debug_tags": [],
+      "image_front_thumb_url": "https://static.openfoodfacts.org/images/products/327/322/008/6223/front_fr.17.100.jpg",
+      "labels_tags": [
+        "de:proteinreich",
+        "en:gluten-free",
+        "en:no-gmos",
+        "fr:riche-en-fibres",
+        "fr:soja-francais",
+        "fr:soja-francais-sans-ogm"
+      ],
+      "emb_codes_debug_tags": [],
+      "nucleotides_tags": [],
+      "lang_debug_tags": [],
+      "categories": "Aliments et boissons à base de végétaux,Aliments d'origine végétale,Steaks végétales",
+      "ingredients_text_with_allergens": "farine protéique de <span class=\"allergen\">soja*</span> réhydratée 66,6 %, tomates 17 % [concentré de tomates, tomates concassées (tomates, jus de tomates)], oignons 6 %, huile de tournesol, carottes 3 %, fibres de <span class=\"allergen\">soja*</span>, curry 1,6 % (<span class=\"allergen\">moutarde</span>), sucre, sel, gélifiant : méthylcellulose, jus concentré de citron.\r\n\r\n*issues de graines de soja cultivées en France, sans OGM.",
+      "languages_codes": {
+        "fr": 6
+      },
+      "ingredients_tags": [
+        "fr:farine-proteique-de-soja-rehydratee",
+        "fr:tomate",
+        "fr:oignon",
+        "fr:huile-de-tournesol",
+        "fr:carotte",
+        "fr:fibres-de-soja",
+        "fr:curry",
+        "fr:moutarde",
+        "en:sugar",
+        "en:salt",
+        "fr:gelifiant",
+        "fr:methylcellulose",
+        "fr:jus-concentre-de-citron",
+        "fr:issues-de-graines-de-soja-cultivees-en-france",
+        "fr:sans-ogm",
+        "fr:concentre-de-tomate",
+        "fr:tomate-concassee",
+        "fr:tomate",
+        "fr:jus-de-tomate"
+      ],
+      "ingredients_text_fr": "farine protéique de _soja*_ réhydratée 66,6 %, tomates 17 % [concentré de tomates, tomates concassées (tomates, jus de tomates)], oignons 6 %, huile de tournesol, carottes 3 %, fibres de _soja*_, curry 1,6 % (_moutarde_), sucre, sel, gélifiant : méthylcellulose, jus concentré de citron.\r\n\r\n*issues de graines de soja cultivées en France, sans OGM.",
+      "minerals_tags": [],
+      "purchase_places": "Rennes,France",
+      "cities_tags": [
+        "chateaugiron-ille-et-vilaine-france"
+      ],
+      "traces_debug_tags": [],
+      "pnns_groups_2_tags": [
+        "unknown"
+      ],
+      "countries_hierarchy": [
+        "en:france"
+      ],
+      "product_name": "Steaks de Soja Curry",
+      "last_modified_by": "kiliweb",
+      "ingredients_n_tags": [
+        "19",
+        "11-20"
+      ],
+      "checkers_tags": [],
+      "photographers_tags": [
+        "phoenix",
+        "69mimolette",
+        "kiliweb"
+      ],
+      "allergens_hierarchy": [
+        "en:mustard",
+        "en:soybeans"
+      ],
+      "nutrition_data_per_debug_tags": [],
+      "max_imgid": "9",
+      "brands_debug_tags": [],
+      "categories_prev_tags": [
+        "en:plant-based-foods-and-beverages",
+        "en:plant-based-foods",
+        "fr:steaks-vegetales"
+      ],
+      "quality_tags": [],
+      "debug_param_sorted_langs": [
+        "fr"
+      ],
+      "emb_codes_orig": "EMB 35069C",
+      "states_tags": [
+        "en:to-be-checked",
+        "en:complete",
+        "en:nutrition-facts-completed",
+        "en:ingredients-completed",
+        "en:expiration-date-completed",
+        "en:packaging-code-completed",
+        "en:characteristics-completed",
+        "en:categories-completed",
+        "en:brands-completed",
+        "en:packaging-completed",
+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
+      ],
+      "brands_tags": [
+        "sojasun"
+      ],
+      "states_hierarchy": [
+        "en:to-be-checked",
+        "en:complete",
+        "en:nutrition-facts-completed",
+        "en:ingredients-completed",
+        "en:expiration-date-completed",
+        "en:packaging-code-completed",
+        "en:characteristics-completed",
+        "en:categories-completed",
+        "en:brands-completed",
+        "en:packaging-completed",
+        "en:quantity-completed",
+        "en:product-name-completed",
+        "en:photos-validated",
+        "en:photos-uploaded"
+      ],
+      "lang": "fr",
+      "ingredients_n": 19,
+      "_keywords": [
+        "france",
+        "vegetaux",
+        "specialite",
+        "aliment",
+        "curry",
+        "et",
+        "proteine",
+        "sojasun",
+        "fibre",
+        "gluten",
+        "san",
+        "boisson",
+        "francai",
+        "ogm",
+        "riche",
+        "en",
+        "de",
+        "prefrite",
+        "origine",
+        "vegetale",
+        "base",
+        "soja",
+        "steak"
+      ],
+      "categories_tags": [
+        "en:plant-based-foods-and-beverages",
+        "en:plant-based-foods",
+        "fr:steaks-vegetales"
+      ],
+      "last_image_dates_tags": [
+        "2018-07-11",
+        "2018-07",
+        "2018"
+      ],
+      "nutrition_data_per": "100g",
+      "ingredients_that_may_be_from_palm_oil_n": 0,
+      "informers_tags": [
+        "phoenix",
+        "sebleouf",
+        "kiliweb"
+      ],
+      "purchase_places_debug_tags": [],
+      "packaging": "Barquette individuelle,Plastique,Sous atmosphère protectrice,Carton",
+      "ingredients_from_palm_oil_tags": [],
+      "image_ingredients_thumb_url": "https://static.openfoodfacts.org/images/products/327/322/008/6223/ingredients_fr.21.100.jpg",
+      "labels_hierarchy": [
+        "de:proteinreich",
+        "en:gluten-free",
+        "en:no-gmos",
+        "fr:riche-en-fibres",
+        "fr:soja-francais",
+        "fr:soja-francais-sans-ogm"
+      ],
+      "manufacturing_places_debug_tags": [],
+      "misc_tags": [
+        "en:nutrition-no-fruits-vegetables-nuts",
+        "en:nutrition-no-fiber-or-fruits-vegetables-nuts",
+        "en:nutriscore-computed"
+      ],
+      "image_nutrition_url": "https://static.openfoodfacts.org/images/products/327/322/008/6223/nutrition_fr.29.400.jpg",
+      "allergens_tags": [
+        "en:mustard",
+        "en:soybeans"
+      ],
+      "labels_debug_tags": [
+        "added-de-proteinreich",
+        "added-fr-riche-en-fibres",
+        "removed-en-high-fibres",
+        "removed-en-high-proteins"
+      ],
+      "complete": 1,
+      "labels_prev_hierarchy": [
+        "en:gluten-free",
+        "en:high-fibres",
+        "en:high-proteins",
+        "en:no-gmos",
+        "fr:Soja Français",
+        "fr:Soja Français sans OGM"
+      ],
+      "no_nutrition_data": "",
+      "additives_debug_tags": [],
+      "stores_debug_tags": [],
+      "vitamins_tags": [],
+      "link": "",
+      "additives_original_tags": [
+        "en:e461"
+      ],
+      "categories_prev_hierarchy": [
+        "en:plant-based-foods-and-beverages",
+        "en:plant-based-foods",
+        "fr:Steaks végétales"
+      ],
+      "nutrition_data_prepared_per_debug_tags": [],
+      "emb_codes_20141016": "EMB 35069C",
+      "generic_name_fr_debug_tags": [],
+      "pnns_groups_1": "unknown",
+      "ingredients_text_fr_debug_tags": [],
+      "image_url": "https://static.openfoodfacts.org/images/products/327/322/008/6223/front_fr.17.400.jpg",
+      "additives_n": 1,
+      "product_name_fr_debug_tags": [],
+      "serving_size": "100 g",
+      "allergens_debug_tags": [],
+      "id": "3273220086223",
+      "emb_codes": "EMB 35069C",
+      "_id": "3273220086223",
+      "image_front_small_url": "https://static.openfoodfacts.org/images/products/327/322/008/6223/front_fr.17.200.jpg",
+      "stores_tags": [
+        "carrefour"
+      ],
+      "ingredients_text_with_allergens_fr": "farine protéique de <span class=\"allergen\">soja*</span> réhydratée 66,6 %, tomates 17 % [concentré de tomates, tomates concassées (tomates, jus de tomates)], oignons 6 %, huile de tournesol, carottes 3 %, fibres de <span class=\"allergen\">soja*</span>, curry 1,6 % (<span class=\"allergen\">moutarde</span>), sucre, sel, gélifiant : méthylcellulose, jus concentré de citron.\r\n\r\n*issues de graines de soja cultivées en France, sans OGM.",
+      "rev": 31,
+      "minerals_prev_tags": [],
+      "categories_debug_tags": [],
+      "stores": "Carrefour",
+      "link_debug_tags": [],
+      "url": "https://world.openfoodfacts.org/product/3273220086223/steaks-de-soja-curry-sojasun",
+      "amino_acids_tags": [],
+      "pnns_groups_1_tags": [
+        "unknown"
+      ],
+      "product_quantity": 200,
+      "ingredients_text": "farine protéique de _soja*_ réhydratée 66,6 %, tomates 17 % [concentré de tomates, tomates concassées (tomates, jus de tomates)], oignons 6 %, huile de tournesol, carottes 3 %, fibres de _soja*_, curry 1,6 % (_moutarde_), sucre, sel, gélifiant : méthylcellulose, jus concentré de citron.\r\n\r\n*issues de graines de soja cultivées en France, sans OGM.",
+      "nutrition_score_warning_no_fruits_vegetables_nuts": 1,
+      "image_small_url": "https://static.openfoodfacts.org/images/products/327/322/008/6223/front_fr.17.200.jpg",
+      "update_key": "20180706-categories",
+      "nutriments": {
+        "sugars_value": "4.5",
+        "polyunsaturated-fat_100g": 1.25,
+        "carbohydrates": 6.5,
+        "proteins_100g": 16.5,
+        "nutrition-score-uk_100g": -4,
+        "energy_serving": 753,
+        "saturated-fat_unit": "",
+        "carbohydrates_serving": 6.5,
+        "fiber_unit": "g",
+        "sodium": 0.433070866141732,
+        "proteins_unit": "",
+        "saturated-fat_serving": 0.85,
+        "energy_100g": 753,
+        "fiber_serving": 5.5,
+        "fiber_value": "5.5",
+        "saturated-fat_value": "0.85",
+        "nutrition-score-fr_100g": -4,
+        "carbohydrates_100g": 6.5,
+        "polyunsaturated-fat_serving": 1.25,
+        "proteins_value": "16.5",
+        "fat_unit": "",
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+              "w": 1125,
+              "h": 2000
+            }
+          },
+          "uploader": "openfoodfacts-contributors"
+        },
+        "3": {
+          "uploader": "openfoodfacts-contributors",
+          "uploaded_t": "1494092871",
+          "sizes": {
+            "100": {
+              "h": 56,
+              "w": 100
+            },
+            "400": {
+              "w": 400,
+              "h": 225
+            },
+            "full": {
+              "w": 2000,
+              "h": 1125
+            }
+          }
+        },
+        "ingredients": {
+          "geometry": "1145x185-529-268",
+          "normalize": "false",
+          "rev": "8",
+          "imgid": "2",
+          "white_magic": "false",
+          "sizes": {
+            "100": {
+              "w": 100,
+              "h": 16
+            },
+            "200": {
+              "w": 200,
+              "h": 32
+            },
+            "400": {
+              "w": 400,
+              "h": 65
+            },
+            "full": {
+              "h": 185,
+              "w": 1145
+            }
+          }
+        },
+        "ingredients_fr": {
+          "sizes": {
+            "100": {
+              "w": 100,
+              "h": 16
+            },
+            "200": {
+              "w": 200,
+              "h": 32
+            },
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+              "h": 65
+            },
+            "full": {
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+              "h": 185
+            }
+          },
+          "white_magic": "false",
+          "imgid": "2",
+          "rev": "8",
+          "normalize": "false",
+          "geometry": "1145x185-529-268"
+        },
+        "nutrition": {
+          "geometry": "575x470-624-444",
+          "rev": "9",
+          "normalize": "false",
+          "white_magic": "false",
+          "imgid": "2",
+          "sizes": {
+            "100": {
+              "h": 82,
+              "w": 100
+            },
+            "200": {
+              "h": 163,
+              "w": 200
+            },
+            "400": {
+              "h": 327,
+              "w": 400
+            },
+            "full": {
+              "h": 470,
+              "w": 575
+            }
+          }
+        },
+        "front": {
+          "white_magic": null,
+          "imgid": "1",
+          "sizes": {
+            "100": {
+              "w": 56,
+              "h": 100
+            },
+            "200": {
+              "w": 113,
+              "h": 200
+            },
+            "400": {
+              "h": 400,
+              "w": 225
+            },
+            "full": {
+              "h": 2000,
+              "w": 1125
+            }
+          },
+          "geometry": "0x0--5--5",
+          "rev": "3",
+          "normalize": null
+        },
+        "front_fr": {
+          "sizes": {
+            "100": {
+              "h": "100",
+              "w": "56"
+            },
+            "200": {
+              "h": 200,
+              "w": 113
+            },
+            "400": {
+              "w": 225,
+              "h": 400
+            },
+            "full": {
+              "w": 1125,
+              "h": 2000
+            }
+          },
+          "imgid": "1",
+          "white_magic": null,
+          "normalize": null,
+          "rev": "3",
+          "geometry": "0x0--5--5"
+        },
+        "nutrition_fr": {
+          "rev": "9",
+          "normalize": "false",
+          "geometry": "575x470-624-444",
+          "sizes": {
+            "100": {
+              "w": 100,
+              "h": 82
+            },
+            "200": {
+              "w": 200,
+              "h": 163
+            },
+            "400": {
+              "h": 327,
+              "w": 400
+            },
+            "full": {
+              "w": 575,
+              "h": 470
+            }
+          },
+          "white_magic": "false",
+          "imgid": "2"
+        }
+      },
+      "pnns_groups_1_tags": [
+        "composite-foods"
+      ],
+      "amino_acids_tags": [],
+      "url": "https://world.openfoodfacts.org/product/3273220086971/boulettes-vegetales-aux-herbes-sojasun",
+      "nutrition_score_warning_no_fruits_vegetables_nuts": 1,
+      "image_small_url": "https://static.openfoodfacts.org/images/products/327/322/008/6971/front_fr.3.200.jpg",
+      "ingredients_text": "Jus de _soja_ 33 % (eau, graines de _soja_ 10 %), protéines de _soja_ 26 %, eau, concentré de tomates, oignons, huile d'olive vierge extra, sel, ail, persil, fibres végétales, jus concentré de citron, origan, arôme naturel, gélifiant : carraghénane, thym de Provence, amidon, poivre blanc.",
+      "stores": "",
+      "categories_debug_tags": [],
+      "minerals_prev_tags": [],
+      "unique_scans_n": 2,
+      "quantity": "200 g",
+      "created_t": 1437371245,
+      "nutrition_score_debug": " -- energy 1 + sat-fat 0 + fr-sat-fat-for-fats 2 + sugars 0 + sodium 4 - fruits 0% 0 - fiber 5 - proteins 5 -- fsa -5 -- fr -5",
+      "image_ingredients_url": "https://static.openfoodfacts.org/images/products/327/322/008/6971/ingredients_fr.8.400.jpg",
+      "languages": {
+        "en:french": 6
+      },
+      "last_image_t": 1494092872,
+      "vitamins_prev_tags": [],
+      "nutrient_levels": {
+        "sugars": "low",
+        "saturated-fat": "low",
+        "fat": "moderate",
+        "salt": "moderate"
+      },
+      "nutriments": {
+        "fiber_unit": "g",
+        "sodium": "0.393700787401575",
+        "iron_label": "Fer",
+        "energy_serving": "",
+        "saturated-fat_unit": "g",
+        "carbohydrates_serving": "",
+        "nutrition-score-uk_100g": -5,
+        "proteins_100g": "15",
+        "sugars_value": "3.3",
+        "carbohydrates": "8.4",
+        "iron_unit": "mg",
+        "carbohydrates_value": "8.4",
+        "fat": "4.5",
+        "sugars_serving": "",
+        "fat_100g": "4.5",
+        "fat_unit": "g",
+        "sugars_100g": "3.3",
+        "proteins_serving": "",
+        "sugars_unit": "g",
+        "fiber_value": "5.6",
+        "carbohydrates_100g": "8.4",
+        "proteins_value": "15",
+        "nutrition-score-fr_100g": -5,
+        "saturated-fat_value": "0.8",
+        "energy_100g": "609",
+        "proteins_unit": "g",
+        "saturated-fat_serving": "",
+        "fiber_serving": "",
+        "sodium_100g": "0.393700787401575",
+        "fiber": "5.6",
+        "iron_serving": "",
+        "iron": "0.0025",
+        "salt_unit": "g",
+        "salt_value": "1",
+        "salt_100g": "1",
+        "saturated-fat": "0.8",
+        "iron_100g": "0.0025",
+        "energy_unit": "kJ",
+        "saturated-fat_100g": "0.8",
+        "salt_serving": "",
+        "energy": "609",
+        "proteins": "15",
+        "sodium_unit": "g",
+        "carbohydrates_unit": "g",
+        "iron_value": "2.5",
+        "sugars": "3.3",
+        "nutrition-score-uk": -5,
+        "energy_value": "609",
+        "fat_value": "4.5",
+        "fiber_100g": "5.6",
+        "nutrition-score-fr": -5,
+        "fat_serving": "",
+        "salt": "1",
+        "sodium_serving": "",
+        "sodium_value": "0.39370078740157477"
+      },
+      "update_key": "20180706-categories",
+      "purchase_places_tags": [],
+      "ingredients_that_may_be_from_palm_oil_tags": []
+    }
+  ],
+  "count": 11
+}
\ No newline at end of file
diff --git a/pytestdiscovering/sample/product-3017760000109.json b/pytestdiscovering/sample/product-3017760000109.json
new file mode 100644
index 0000000..ad86696
--- /dev/null
+++ b/pytestdiscovering/sample/product-3017760000109.json
@@ -0,0 +1,973 @@
+{
+  "status": 1,
+  "status_verbose": "product found",
+  "product": {
+    "ingredients_text_with_allergens": "Farine de <span class=\"allergen\">blé</span> 73,5 %, sucre, <span class=\"allergen\">beurre</span> 13,6 %, <span class=\"allergen\">lait</span> écrémé en poudre 1,3 % (équivalent <span class=\"allergen\">lait</span> écrémé 13 %), sel, poudre à lever (carbonate acide de sodium, carbonate acide d'ammonium), correcteur d'acidité (acide citrique), arôme, sucre glace (sucre, amidon de maïs)",
+    "interface_version_created": "20120622",
+    "images": {
+      "1": {
+        "uploaded_t": 1423992885,
+        "uploader": "nissen",
+        "sizes": {
+          "100": {
+            "w": 75,
+            "h": 100
+          },
+          "400": {
+            "h": 400,
+            "w": 300
+          },
+          "full": {
+            "h": 3264,
+            "w": 2448
+          }
+        }
+      },
+      "2": {
+        "uploaded_t": 1423992900,
+        "uploader": "nissen",
+        "sizes": {
+          "100": {
+            "w": 75,
+            "h": 100
+          },
+          "400": {
+            "h": 400,
+            "w": 300
+          },
+          "full": {
+            "w": 2448,
+            "h": 3264
+          }
+        }
+      },
+      "3": {
+        "sizes": {
+          "100": {
+            "w": 75,
+            "h": 100
+          },
+          "400": {
+            "w": 300,
+            "h": 400
+          },
+          "full": {
+            "w": 2448,
+            "h": 3264
+          }
+        },
+        "uploader": "nissen",
+        "uploaded_t": 1423992913
+      },
+      "4": {
+        "uploaded_t": "1452804800",
+        "uploader": "openfoodfacts-contributors",
+        "sizes": {
+          "100": {
+            "h": 100,
+            "w": 75
+          },
+          "400": {
+            "h": 400,
+            "w": 300
+          },
+          "full": {
+            "h": 3264,
+            "w": 2448
+          }
+        }
+      },
+      "ingredients": {
+        "normalize": null,
+        "sizes": {
+          "100": {
+            "h": 75,
+            "w": 100
+          },
+          "200": {
+            "h": 150,
+            "w": 200
+          },
+          "400": {
+            "h": 300,
+            "w": 400
+          },
+          "full": {
+            "h": 2448,
+            "w": 3264
+          }
+        },
+        "imgid": "3",
+        "white_magic": null,
+        "geometry": "0x0-0-0",
+        "rev": "10"
+      },
+      "nutrition": {
+        "rev": "11",
+        "geometry": "0x0-0-0",
+        "sizes": {
+          "100": {
+            "h": 75,
+            "w": 100
+          },
+          "200": {
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+            "h": 150
+          },
+          "400": {
+            "h": 300,
+            "w": 400
+          },
+          "full": {
+            "w": 3264,
+            "h": 2448
+          }
+        },
+        "imgid": "2",
+        "white_magic": null,
+        "normalize": null
+      },
+      "nutrition_fr": {
+        "x1": "0.4210205078125",
+        "normalize": "false",
+        "x2": "400",
+        "y2": "215.24267578125",
+        "y1": "51.8046875",
+        "geometry": "3261x1334-3-422",
+        "angle": "270",
+        "imgid": "2",
+        "sizes": {
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+            "w": 100,
+            "h": 41
+          },
+          "200": {
+            "h": 82,
+            "w": 200
+          },
+          "400": {
+            "w": 400,
+            "h": 164
+          },
+          "full": {
+            "h": 1334,
+            "w": 3261
+          }
+        },
+        "rev": "23",
+        "white_magic": "false"
+      },
+      "ingredients_fr": {
+        "normalize": "false",
+        "x1": "0",
+        "imgid": "3",
+        "sizes": {
+          "100": {
+            "h": 9,
+            "w": 100
+          },
+          "200": {
+            "h": 19,
+            "w": 200
+          },
+          "400": {
+            "w": 400,
+            "h": 38
+          },
+          "full": {
+            "h": 301,
+            "w": 3184
+          }
+        },
+        "y2": "125.1796875",
+        "y1": "88.3046875",
+        "x2": "390.218994140625",
+        "geometry": "3184x301-0-720",
+        "angle": "270",
+        "white_magic": "false",
+        "rev": "22"
+      },
+      "front_fr": {
+        "rev": "13",
+        "geometry": "3264x1264-0-612",
+        "imgid": "1",
+        "white_magic": null,
+        "sizes": {
+          "100": {
+            "w": 100,
+            "h": 39
+          },
+          "200": {
+            "w": 200,
+            "h": 77
+          },
+          "400": {
+            "h": 155,
+            "w": 400
+          },
+          "full": {
+            "w": 3264,
+            "h": 1264
+          }
+        },
+        "normalize": null
+      },
+      "front": {
+        "rev": "13",
+        "geometry": "3264x1264-0-612",
+        "imgid": "1",
+        "white_magic": null,
+        "sizes": {
+          "100": {
+            "w": 100,
+            "h": 39
+          },
+          "200": {
+            "w": 200,
+            "h": 77
+          },
+          "400": {
+            "h": 155,
+            "w": 400
+          },
+          "full": {
+            "w": 3264,
+            "h": 1264
+          }
+        },
+        "normalize": null
+      }
+    },
+    "additives_original_tags": [
+      "en:e500ii",
+      "en:e503ii",
+      "en:e330"
+    ],
+    "categories": "Snacks sucrés,Biscuits et gâteaux,Biscuits,Petits beurres",
+    "languages_hierarchy": [
+      "en:french"
+    ],
+    "image_nutrition_url": "https://static.openfoodfacts.org/images/products/301/776/000/0109/nutrition_fr.23.400.jpg",
+    "additives": " [ farine-de-ble-73 -> fr:farine-de-ble-73  ]  [ farine-de-ble -> fr:farine-de-ble  ]  [ farine-de -> fr:farine-de  ]  [ farine -> fr:farine  ]  [ 5 -> en:fd-c  ]  [ sucre -> fr:sucre  ]  [ beurre-13 -> fr:beurre-13  ]  [ beurre -> fr:beurre  ]  [ 6 -> en:fd-c  ]  [ lait-ecreme-en-poudre-1 -> fr:lait-ecreme-en-poudre-1  ]  [ lait-ecreme-en-poudre -> fr:lait-ecreme-en-poudre  ]  [ lait-ecreme-en -> fr:lait-ecreme-en  ]  [ lait-ecreme -> fr:lait-ecreme  ]  [ lait -> fr:lait  ]  [ 3 -> en:fd-c  ]  [ equivalent-lait-ecreme-13 -> fr:equivalent-lait-ecreme-13  ]  [ equivalent-lait-ecreme -> fr:equivalent-lait-ecreme  ]  [ equivalent-lait -> fr:equivalent-lait  ]  [ equivalent -> fr:equivalent  ]  [ sel -> fr:sel  ]  [ poudre-a-lever -> fr:poudre-a-lever  ]  [ poudre-a -> fr:poudre-a  ]  [ poudre -> fr:poudre  ]  [ carbonate-acide-de-sodium -> en:e500ii  -> exists  -- ok  ]  [ carbonate-acide-d-ammonium -> en:e503ii  -> exists  -- ok  ]  [ correcteur-d-acidite -> fr:correcteur-d-acidite  ]  [ correcteur-d -> fr:correcteur-d  ]  [ correcteur -> fr:correcteur  ]  [ acide-citrique -> en:e330  -> exists  -- ok  ]  [ arome -> fr:arome  ]  [ sucre-glace -> fr:sucre-glace  ]  [ sucre -> fr:sucre  ]  [ sucre -> fr:sucre  ]  [ amidon-de-mais -> fr:amidon-de-mais  ]  [ amidon-de -> fr:amidon-de  ]  [ amidon -> fr:amidon  ] ",
+    "categories_hierarchy": [
+      "en:sugary-snacks",
+      "en:biscuits-and-cakes",
+      "en:biscuits",
+      "fr:petits-beurres"
+    ],
+    "nova_groups_tags": [
+      "en:4-ultra-processed-food-and-drink-products"
+    ],
+    "additives_n": 3,
+    "update_key": "nova1",
+    "nutrition_data_per": "100g",
+    "link": "",
+    "image_ingredients_small_url": "https://static.openfoodfacts.org/images/products/301/776/000/0109/ingredients_fr.22.200.jpg",
+    "image_front_url": "https://static.openfoodfacts.org/images/products/301/776/000/0109/front_fr.13.400.jpg",
+    "states_tags": [
+      "en:to-be-checked",
+      "en:complete",
+      "en:nutrition-facts-completed",
+      "en:ingredients-completed",
+      "en:expiration-date-completed",
+      "en:packaging-code-to-be-completed",
+      "en:characteristics-completed",
+      "en:categories-completed",
+      "en:brands-completed",
+      "en:packaging-completed",
+      "en:quantity-completed",
+      "en:product-name-completed",
+      "en:photos-validated",
+      "en:photos-uploaded"
+    ],
+    "manufacturing_places_debug_tags": [],
+    "brands_debug_tags": [],
+    "stores_tags": [
+      "super-u"
+    ],
+    "labels_tags": [
+      "en:green-dot"
+    ],
+    "categories_prev_tags": [
+      "en:sugary-snacks",
+      "en:biscuits-and-cakes",
+      "en:biscuits",
+      "fr:petits-beurres"
+    ],
+    "last_editor": "beniben",
+    "generic_name_fr": "Petits beurre",
+    "additives_prev_n": 3,
+    "traces": "Œufs,Fruits à coque,Graines de sésame",
+    "purchase_places": "Eure-et-Loir,France,Nantes",
+    "ingredients_n": "15",
+    "ingredients_hierarchy": [
+      "en:wheat-flour",
+      "en:sugar",
+      "en:butter",
+      "fr:lait-ecreme-en-poudre",
+      "en:milk",
+      "fr:équivalent _lait_ écrémé",
+      "en:salt",
+      "en:raising-agent",
+      "en:acidity-regulator",
+      "en:citric-acid",
+      "en:flavourings",
+      "en:icing-sugar",
+      "en:sugar",
+      "fr:carbonate-acide-de-sodium",
+      "fr:carbonate-acide-d-ammonium",
+      "en:sugar",
+      "fr:amidon-de-mais",
+      "en:starch"
+    ],
+    "emb_codes_20141016": "",
+    "countries_hierarchy": [
+      "en:belgium",
+      "en:france",
+      "en:switzerland"
+    ],
+    "editors_tags": [
+      "date-limite-app",
+      "openfoodfacts-contributors",
+      "nissen",
+      "beniben",
+      "tacite-mass-editor",
+      "manu1400",
+      "sebleouf",
+      "scanbot"
+    ],
+    "labels_prev_hierarchy": [
+      "en:green-dot"
+    ],
+    "nutrition_grades_tags": [
+      "e"
+    ],
+    "id": "3017760000109",
+    "checkers": [],
+    "_keywords": [
+      "lu",
+      "le",
+      "veritable",
+      "et",
+      "biscuit",
+      "beurre",
+      "petit",
+      "gateaux",
+      "snack",
+      "sucre",
+      "point",
+      "vert"
+    ],
+    "nucleotides_prev_tags": [],
+    "nova_group_debug": " -- ingredients/en:butter : 3 -- categories/en:sugary-snacks : 4",
+    "last_edit_dates_tags": [
+      "2018-04-10",
+      "2018-04",
+      "2018"
+    ],
+    "minerals_tags": [],
+    "allergens": "blé, beurre, lait, lait",
+    "amino_acids_tags": [],
+    "emb_codes_tags": [],
+    "languages_codes": {
+      "fr": 6
+    },
+    "generic_name": "Petits beurre",
+    "no_nutrition_data": "",
+    "allergens_tags": [
+      "en:gluten",
+      "en:milk"
+    ],
+    "complete": 1,
+    "traces_hierarchy": [
+      "en:eggs",
+      "en:nuts",
+      "en:sesame-seeds"
+    ],
+    "purchase_places_debug_tags": [],
+    "countries_debug_tags": [],
+    "allergens_hierarchy": [
+      "en:gluten",
+      "en:milk"
+    ],
+    "nutriments": {
+      "sodium_value": "0.5511811023622046",
+      "carbohydrates": "73",
+      "nova-group_100g": "4",
+      "fiber_value": "3",
+      "carbohydrates_100g": "73",
+      "carbohydrates_value": "73",
+      "saturated-fat_value": "7.6",
+      "fat_serving": 0.996,
+      "saturated-fat_100g": 7.6,
+      "proteins_value": "8",
+      "proteins": "8",
+      "sodium": 0.551181102362205,
+      "salt_value": "1.4",
+      "salt_serving": 0.116,
+      "sugars": "23",
+      "nova-group_serving": "4",
+      "fiber": "3",
+      "fiber_serving": 0.249,
+      "nutrition-score-fr_100g": 20,
+      "proteins_unit": "g",
+      "energy_serving": "154",
+      "sugars_unit": "g",
+      "sodium_unit": "g",
+      "nutrition-score-uk_100g": 20,
+      "energy_value": "1850",
+      "nova-group": "4",
+      "carbohydrates_unit": "g",
+      "nutrition-score-uk": 20,
+      "energy_unit": "kJ",
+      "saturated-fat_serving": 0.631,
+      "saturated-fat": 7.6,
+      "fiber_unit": "g",
+      "salt_unit": "g",
+      "proteins_100g": "8",
+      "salt": 1.4,
+      "sugars_100g": "23",
+      "saturated-fat_unit": "g",
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+        "id": "fr:carbonate-acide-d-ammonium",
+        "text": "carbonate acide d'ammonium"
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+    "emb_codes": "",
+    "countries_tags": [
+      "en:belgium",
+      "en:france",
+      "en:switzerland"
+    ],
+    "nutrition_data_prepared_per": "100g",
+    "origins_tags": [],
+    "stores_debug_tags": [],
+    "unknown_ingredients_n": 1,
+    "cities_tags": [],
+    "pnns_groups_2": "Biscuits and cakes",
+    "image_thumb_url": "https://static.openfoodfacts.org/images/products/301/776/000/0109/front_fr.13.100.jpg",
+    "origins": "",
+    "labels_prev_tags": [
+      "en:green-dot"
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+    "traces_tags": [
+      "en:eggs",
+      "en:nuts",
+      "en:sesame-seeds"
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+    "fruits-vegetables-nuts_100g_estimate": 0,
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+      "manu1400"
+    ],
+    "manufacturing_places_tags": [],
+    "misc_tags": [
+      "en:nutrition-no-fruits-vegetables-nuts",
+      "en:nutrition-no-fiber-or-fruits-vegetables-nuts",
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+      "nissen",
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+    "additives_prev": " [ farine-de-ble-73 -> fr:farine-de-ble-73  ]  [ farine-de-ble -> fr:farine-de-ble  ]  [ farine-de -> fr:farine-de  ]  [ farine -> fr:farine  ]  [ 5 -> en:fd-c  ]  [ sucre -> fr:sucre  ]  [ beurre-13 -> fr:beurre-13  ]  [ beurre -> fr:beurre  ]  [ 6 -> en:fd-c  ]  [ lait-ecreme-en-poudre-1 -> fr:lait-ecreme-en-poudre-1  ]  [ lait-ecreme-en-poudre -> fr:lait-ecreme-en-poudre  ]  [ lait-ecreme-en -> fr:lait-ecreme-en  ]  [ lait-ecreme -> fr:lait-ecreme  ]  [ lait -> fr:lait  ]  [ 3 -> en:fd-c  ]  [ equivalent-lait-ecreme-13 -> fr:equivalent-lait-ecreme-13  ]  [ equivalent-lait-ecreme -> fr:equivalent-lait-ecreme  ]  [ equivalent-lait -> fr:equivalent-lait  ]  [ equivalent -> fr:equivalent  ]  [ sel -> fr:sel  ]  [ poudre-a-lever -> fr:poudre-a-lever  ]  [ poudre-a -> fr:poudre-a  ]  [ poudre -> fr:poudre  ]  [ carbonate-acide-de-sodium -> en:e500  -> exists  -- ok  ]  [ carbonate-acide-d-ammonium -> en:e503  -> exists  -- ok  ]  [ correcteur-d-acidite -> fr:correcteur-d-acidite  ]  [ correcteur-d -> fr:correcteur-d  ]  [ correcteur -> fr:correcteur  ]  [ acide-citrique -> en:e330  -> exists  -- ok  ]  [ arome -> fr:arome  ]  [ sucre-glace -> fr:sucre-glace  ]  [ sucre -> fr:sucre  ]  [ sucre -> fr:sucre  ]  [ amidon-de-mais -> fr:amidon-de-mais  ]  [ amidon-de -> fr:amidon-de  ]  [ amidon -> fr:amidon  ] ",
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+        "display": {
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+      },
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+        "display": {
+          "fr": "https://static.openfoodfacts.org/images/products/301/776/000/0109/ingredients_fr.22.400.jpg"
+        },
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+          "fr": "https://static.openfoodfacts.org/images/products/301/776/000/0109/ingredients_fr.22.200.jpg"
+        },
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+      "en:e330",
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+    },
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+      "en:e500",
+      "en:e503",
+      "en:e330"
+    ],
+    "debug_param_sorted_langs": [
+      "fr"
+    ],
+    "ingredients_text_fr": "Farine de _blé_ 73,5 %, sucre, _beurre_ 13,6 %, _lait_ écrémé en poudre 1,3 % (équivalent _lait_ écrémé 13 %), sel, poudre à lever (carbonate acide de sodium, carbonate acide d'ammonium), correcteur d'acidité (acide citrique), arôme, sucre glace (sucre, amidon de maïs)",
+    "states": "en:to-be-checked, en:complete, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-completed, en:packaging-code-to-be-completed, en:characteristics-completed, en:categories-completed, en:brands-completed, en:packaging-completed, en:quantity-completed, en:product-name-completed, en:photos-validated, en:photos-uploaded",
+    "pnns_groups_1": "Sugary snacks",
+    "pnns_groups_1_tags": [
+      "sugary-snacks"
+    ],
+    "nutrition_score_warning_no_fruits_vegetables_nuts": 1,
+    "countries": "Belgique,France,Suisse",
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+    "image_url": "https://static.openfoodfacts.org/images/products/301/776/000/0109/front_fr.13.400.jpg",
+    "product_name": "Le Véritable Petit Beurre",
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+    "expiration_date_debug_tags": [],
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+      "15",
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+    "sortkey": 1523339117,
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+    "ingredients_text_fr_debug_tags": [],
+    "categories_prev_hierarchy": [
+      "en:sugary-snacks",
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+      "fr:petits-beurres"
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+    "ingredients_from_palm_oil_tags": [],
+    "entry_dates_tags": [
+      "2012-07-01",
+      "2012-07",
+      "2012"
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+    "serving_size": "8,3 g",
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+      "en:brands-completed",
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+      "en:quantity-completed",
+      "en:product-name-completed",
+      "en:photos-validated",
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+    ],
+    "nutrition_data_per_debug_tags": [],
+    "pnns_groups_2_tags": [
+      "biscuits-and-cakes"
+    ],
+    "ingredients_text_with_allergens_fr": "Farine de <span class=\"allergen\">blé</span> 73,5 %, sucre, <span class=\"allergen\">beurre</span> 13,6 %, <span class=\"allergen\">lait</span> écrémé en poudre 1,3 % (équivalent <span class=\"allergen\">lait</span> écrémé 13 %), sel, poudre à lever (carbonate acide de sodium, carbonate acide d'ammonium), correcteur d'acidité (acide citrique), arôme, sucre glace (sucre, amidon de maïs)",
+    "lc": "fr",
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+      "en:e500",
+      "en:e503",
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+    ],
+    "nutrition_score_debug": " -- energy 5 + sat-fat 7 + fr-sat-fat-for-fats 9 + sugars 5 + sodium 6 - fruits 0% 0 - fiber 3 - proteins 4 -- fsa 20 -- fr 20",
+    "nutrition_data": "on",
+    "max_imgid": "5",
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+    ],
+    "ingredients_text_debug": "Farine de _blé_ 73,5 %, sucre, _beurre_ 13,6 %, _lait_ écrémé en poudre 1,3 % (équivalent _lait_ écrémé 13 %), sel, poudre à lever : (carbonate acide de sodium, carbonate acide d'ammonium), correcteur d'acidité : (acide citrique), arôme, sucre glace (sucre, amidon de maïs)",
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+      "carton",
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+    ],
+    "purchase_places_tags": [
+      "eure-et-loir",
+      "france",
+      "nantes"
+    ],
+    "ingredients_text": "Farine de _blé_ 73,5 %, sucre, _beurre_ 13,6 %, _lait_ écrémé en poudre 1,3 % (équivalent _lait_ écrémé 13 %), sel, poudre à lever (carbonate acide de sodium, carbonate acide d'ammonium), correcteur d'acidité (acide citrique), arôme, sucre glace (sucre, amidon de maïs)",
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+    "nova_group": "4",
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+    "interface_version_modified": "20120622"
+  },
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+}
diff --git a/pytestdiscovering/sample/product-8410000810004.json b/pytestdiscovering/sample/product-8410000810004.json
new file mode 100644
index 0000000..7291e40
--- /dev/null
+++ b/pytestdiscovering/sample/product-8410000810004.json
@@ -0,0 +1,1573 @@
+{
+  "status": 1,
+  "status_verbose": "product found",
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+      "en:chocolate-biscuits",
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+    "nucleotides_tags": [],
+    "traces": "Leche",
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+      "en:biscuits-and-cakes",
+      "en:biscuits",
+      "en:chocolate-biscuits",
+      "es:Sandwich cookies"
+    ],
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+    "categories_tags": [
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+      "fr:lecithine-de-soja",
+      "fr:lecithine-de-tournesol"
+    ],
+    "generic_name_de": "",
+    "editors": [
+      "aleene",
+      "mathias",
+      "tacite",
+      "manu1400",
+      "adrien",
+      "smias",
+      "minouche"
+    ],
+    "expiration_date_debug_tags": [],
+    "ingredients_text_de": "Weizenmehl, Zucker, Palmöl, fettarmes Kakaopulver 4.6 %, Weizenstärke, Glukose-Fruktose-Sirup, Backtriebmittel ( Kaliumhydrogencarbonat, Ammoniumhydrogencarbonat, Natriumhydrogencarbonat ), Speisesalz, Palmkernöl, Emulgatoren ( Sojalecithine, Sonnenblumenlecithin), Aroma ( Vanillin)",
+    "categories_prev_hierarchy": [
+      "en:sugary-snacks",
+      "en:biscuits-and-cakes",
+      "en:biscuits",
+      "en:chocolate-biscuits",
+      "es:Sandwich cookies"
+    ],
+    "ingredients_that_may_be_from_palm_oil_tags": [],
+    "_id": "8410000810004",
+    "pnns_groups_1": "Sugary snacks",
+    "generic_name_es": "Galletas de cacao rellenas de crema sabor vainilla",
+    "traces_hierarchy": [
+      "fr:Leche"
+    ],
+    "pnns_groups_2": "Biscuits and cakes",
+    "product_name_en": "Original",
+    "codes_tags": [
+      "code-13",
+      "8410000810004",
+      "841000081000x",
+      "84100008100xx",
+      "8410000810xxx",
+      "841000081xxxx",
+      "84100008xxxxx",
+      "8410000xxxxxx",
+      "841000xxxxxxx",
+      "84100xxxxxxxx",
+      "8410xxxxxxxxx",
+      "841xxxxxxxxxx",
+      "84xxxxxxxxxxx",
+      "8xxxxxxxxxxxx"
+    ],
+    "packaging_tags": [
+      "carton",
+      "plastique",
+      "etui-carton",
+      "sachet-plastique",
+      "pap-21",
+      "boite"
+    ],
+    "labels_prev_tags": [
+      "en:green-dot",
+      "es:tidy-man"
+    ],
+    "product_quantity": 176,
+    "editors_tags": [
+      "openfood-ch-import",
+      "aleene",
+      "foodviewer",
+      "tacite",
+      "mathias",
+      "lepetitkorrigan",
+      "adrien",
+      "neptuno",
+      "manu1400",
+      "yukafix",
+      "smias",
+      "kiliweb",
+      "tacite-mass-editor",
+      "date-limite-app",
+      "openfoodfacts-contributors",
+      "beniben",
+      "minouche",
+      "scanbot"
+    ],
+    "nutrition_data_prepared": "",
+    "image_thumb_url": "https://static.openfoodfacts.org/images/products/841/000/081/0004/front_fr.77.100.jpg",
+    "labels": "Punto Verde,Tidy man",
+    "origins": "",
+    "checkers": [],
+    "link": "http://www.oreo.eu/",
+    "last_modified_by": "neptuno",
+    "ingredients_ids_debug": [
+      "farine-de-ble",
+      "sucre",
+      "huiles-vegetales",
+      "palme",
+      "palmiste",
+      "cacao-maigre-en-poudre-4-6",
+      "amidon-de-ble",
+      "sirop-de-glucose-fructose",
+      "poudre-a-lever",
+      "carbonate-acide-de-potassium",
+      "carbonate-acide-d-ammonium",
+      "carbonate-acide-de-sodium",
+      "sel",
+      "emulsifiants",
+      "lecithine-de-soja",
+      "lecithine-de-tournesol",
+      "arome-vanille"
+    ],
+    "image_nutrition_url": "https://static.openfoodfacts.org/images/products/841/000/081/0004/nutrition_fr.34.400.jpg",
+    "purchase_places": "France,Gap,05000",
+    "minerals_tags": [],
+    "generic_name_de_debug_tags": [],
+    "ingredients_text_with_allergens_de": "<span class=\"allergen\">Weizenmehl</span>, Zucker, Palmöl, fettarmes Kakaopulver 4.6 %, Weizenstärke, Glukose-Fruktose-Sirup, Backtriebmittel ( Kaliumhydrogencarbonat, Ammoniumhydrogencarbonat, Natriumhydrogencarbonat ), Speisesalz, Palmkernöl, Emulgatoren ( <span class=\"allergen\">Sojalecithine</span>, Sonnenblumenlecithin), Aroma ( Vanillin)",
+    "categories_debug_tags": [],
+    "stores": "Cora,Irma.dk,Leader Price",
+    "stores_tags": [
+      "cora",
+      "irma-dk",
+      "leader-price"
+    ],
+    "lang": "fr",
+    "vitamins_prev_tags": [],
+    "countries_debug_tags": [],
+    "unknown_ingredients_n": 1,
+    "checkers_tags": [],
+    "vitamins_tags": [],
+    "categories": "Snacks dulces,Galletas y pasteles,Galletas,Chocolate biscuits,Sandwich cookies",
+    "correctors_tags": [
+      "minouche",
+      "adrien",
+      "manu1400",
+      "tacite",
+      "mathias",
+      "aleene",
+      "scanbot",
+      "openfood-ch-import",
+      "date-limite-app",
+      "neptuno",
+      "tacite-mass-editor",
+      "foodviewer",
+      "openfoodfacts-contributors",
+      "kiliweb",
+      "yukafix",
+      "beniben"
+    ],
+    "ingredients_text_en_debug_tags": [],
+    "emb_codes_orig": "",
+    "generic_name_en_debug_tags": []
+  },
+  "code": "8410000810004"
+}
\ No newline at end of file