From bafec48c1caaf7817bf26253bc758c90f7a0f503 Mon Sep 17 00:00:00 2001
From: Abdellatif Benzbiria <odoo-base@numigi.com>
Date: Wed, 29 Jul 2026 11:59:13 +0100
Subject: [PATCH 1/7] [ADD] Base_translate

---
 .docker_files/main/__manifest__.py            |   1 +
 Dockerfile                                    |   1 +
 base_translate/README.rst                     |  47 +++++++++++
 base_translate/__init__.py                    |  16 ++++
 base_translate/__manifest__.py                |  22 +++++
 base_translate/data/base_translate.csv        |   3 +
 base_translate/i18n/fr.po                     |  77 ++++++++++++++++++
 base_translate/models/__init__.py             |   5 ++
 base_translate/models/base.py                 |  68 ++++++++++++++++
 base_translate/models/base_translate.py       |  61 ++++++++++++++
 base_translate/security/ir.model.access.csv   |   3 +
 base_translate/static/description/icon.png    | Bin 0 -> 7982 bytes
 .../supplier_refund_menu_item_en.png          | Bin 0 -> 19315 bytes
 .../supplier_refund_menu_item_fr.png          | Bin 0 -> 19676 bytes
 base_translate/tests/__init__.py              |   5 ++
 base_translate/tests/test_base_translate.py   |  40 +++++++++
 base_translate/views/base_translate.xml       |  40 +++++++++
 17 files changed, 389 insertions(+)
 create mode 100644 base_translate/README.rst
 create mode 100644 base_translate/__init__.py
 create mode 100644 base_translate/__manifest__.py
 create mode 100644 base_translate/data/base_translate.csv
 create mode 100644 base_translate/i18n/fr.po
 create mode 100644 base_translate/models/__init__.py
 create mode 100644 base_translate/models/base.py
 create mode 100644 base_translate/models/base_translate.py
 create mode 100644 base_translate/security/ir.model.access.csv
 create mode 100644 base_translate/static/description/icon.png
 create mode 100644 base_translate/static/description/supplier_refund_menu_item_en.png
 create mode 100644 base_translate/static/description/supplier_refund_menu_item_fr.png
 create mode 100644 base_translate/tests/__init__.py
 create mode 100644 base_translate/tests/test_base_translate.py
 create mode 100644 base_translate/views/base_translate.xml

diff --git a/.docker_files/main/__manifest__.py b/.docker_files/main/__manifest__.py
index 00ca9bc4..74cb8f23 100644
--- a/.docker_files/main/__manifest__.py
+++ b/.docker_files/main/__manifest__.py
@@ -13,6 +13,7 @@
     "depends": [
         "admin_light_base",
         "base_extended_security",
+        "base_translate",
         "lang_fr_activated",
         "test_http_request"
     ],
diff --git a/Dockerfile b/Dockerfile
index d6d46155..11390514 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,6 +15,7 @@ USER odoo
 
 COPY admin_light_base /mnt/extra-addons/admin_light_base
 COPY base_extended_security /mnt/extra-addons/base_extended_security
+COPY base_translate /mnt/extra-addons/base_translate
 COPY lang_fr_activated /mnt/extra-addons/lang_fr_activated
 COPY test_http_request /mnt/extra-addons/test_http_request
 
diff --git a/base_translate/README.rst b/base_translate/README.rst
new file mode 100644
index 00000000..03778824
--- /dev/null
+++ b/base_translate/README.rst
@@ -0,0 +1,47 @@
+===============================
+Canada French Accounting Labels
+===============================
+
+Context
+=======
+Odoo's default French terms are based on European terminology. In Quebec and Canada, some important accounting terms are significantly different, which can lead to confusion for local users. 
+
+The issue with these translations is that they appear hundreds of times in Odoo PO files across different modules. Updating and maintaining each of these translations manually would require a major and constant effort.
+
+Description
+===========
+This module sanitizes and automatically adapts the labels of the accounting application for the French Canada (fr_CA) language. 
+
+Here is an overview of the main terminology changes applied by this module:
+* Avoir -> Note de crédit
+* Balance âgée -> Âge des comptes
+* Lettrage -> Conciliation bancaire
+
+Translations to update can be as specific as the following: "Compte utilisé sur les lignes de taxes des avoirs. Laissez vide pour utiliser le compte de dépenses."
+
+Usage
+=====
+To use this module and trigger the translation replacements:
+
+1. Navigate to **Accounting / Configuration / CA Accounting Terms**.
+2. Add, edit, or remove the specific French to Canadian French term mappings.
+3. Click the **"Apply translation"** button located in the header of the list view to apply changes across all installed modules.
+
+Screenshots
+===========
+
+Menu Items Adjustments
+----------------------
+The missing `s` is added to the menu item `Accounting / Vendors / Refund`.
+
+.. image:: static/description/supplier_refund_menu_item_en.png
+   :alt: Supplier Refund Menu Item EN
+   :width: 600 px
+
+.. image:: static/description/supplier_refund_menu_item_fr.png
+   :alt: Supplier Refund Menu Item FR
+   :width: 600 px
+
+Contributors
+============
+* Numigi (tm) and all its contributors (https://bit.ly/numigiens)
\ No newline at end of file
diff --git a/base_translate/__init__.py b/base_translate/__init__.py
new file mode 100644
index 00000000..69c43860
--- /dev/null
+++ b/base_translate/__init__.py
@@ -0,0 +1,16 @@
+# Copyright 2026 Numigi and all its contributors (https://bit.ly/numigiens)
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
+
+from . import models
+
+
+def _get_installed_modules(env):
+    # Fetch all modules that are currently installed in the database
+    return env["ir.module.module"].search([("state", "=", "installed")])
+
+
+def post_init_hook(env):
+    # Force translation reload immediately after the module installation is complete
+    installed_modules = _get_installed_modules(env)
+    installed_modules._update_translations(["fr_FR"], True)
diff --git a/base_translate/__manifest__.py b/base_translate/__manifest__.py
new file mode 100644
index 00000000..741514c1
--- /dev/null
+++ b/base_translate/__manifest__.py
@@ -0,0 +1,22 @@
+# Copyright 2026-today Numigi
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
+{
+    "name": "Canada French Labels",
+    "version": "18.0.1.0.0",
+    "author": "Numigi",
+    "maintainer": "Numigi",
+    "website": "https://www.numigi.com",
+    "license": "LGPL-3",
+    "category": "Accounting",
+    "summary": "Sanitize the accounting terms for Canada French",
+    "depends": ["base", "lang_fr_activated"],
+    "data": [
+        "security/ir.model.access.csv",
+        "data/base_translate.csv",
+        "views/base_translate.xml",
+    ],
+    "installable": True,
+    "auto-install": True,
+    "post_init_hook": "post_init_hook",
+}
diff --git a/base_translate/data/base_translate.csv b/base_translate/data/base_translate.csv
new file mode 100644
index 00000000..f52bbcaf
--- /dev/null
+++ b/base_translate/data/base_translate.csv
@@ -0,0 +1,3 @@
+id,lang_id,model_id,term_fr,term_ca
+translate_fr_ca_1,,base_res_partner,poste,job
+
diff --git a/base_translate/i18n/fr.po b/base_translate/i18n/fr.po
new file mode 100644
index 00000000..46aa1fb7
--- /dev/null
+++ b/base_translate/i18n/fr.po
@@ -0,0 +1,77 @@
+# Translation of Odoo Server.
+# This file contains the translation of the following modules:
+# 	* base_fr_ca_labels
+#
+msgid ""
+msgstr ""
+"Project-Id-Version: Odoo Server 18.0\n"
+"Report-Msgid-Bugs-To: \n"
+"POT-Creation-Date: 2026-07-21 12:17+0000\n"
+"PO-Revision-Date: 2026-07-21 12:17+0000\n"
+"Last-Translator: \n"
+"Language-Team: \n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: \n"
+"Plural-Forms: \n"
+
+#. module: base_fr_ca_labels
+#: model_terms:ir.ui.view,arch_db:base_fr_ca_labels.view_account_journal_group_tree
+msgid "Appliquer les traductions"
+msgstr "Appliquer les traductions"
+
+#. module: base_fr_ca_labels
+#: model_terms:ir.ui.view,arch_db:base_fr_ca_labels.view_account_journal_group_tree
+msgid "Apply translation"
+msgstr "Appliquer la traduction"
+
+#. module: base_fr_ca_labels
+#: model:ir.actions.act_window,name:base_fr_ca_labels.action_translate_term_fr_ca
+#: model:ir.ui.menu,name:base_fr_ca_labels.menu_translate_term_fr_ca
+msgid "CA Accouting Terms"
+msgstr "Termes comptables CA"
+
+#. module: base_fr_ca_labels
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__create_uid
+msgid "Created by"
+msgstr "Créé par"
+
+#. module: base_fr_ca_labels
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__create_date
+msgid "Created on"
+msgstr "Créé le"
+
+#. module: base_fr_ca_labels
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__display_name
+msgid "Display Name"
+msgstr "Nom affiché"
+
+#. module: base_fr_ca_labels
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__id
+msgid "ID"
+msgstr "ID"
+
+#. module: base_fr_ca_labels
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__write_uid
+msgid "Last Updated by"
+msgstr "Dernière mise à jour par"
+
+#. module: base_fr_ca_labels
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__write_date
+msgid "Last Updated on"
+msgstr "Dernière modification le"
+
+#. module: base_fr_ca_labels
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__term_ca
+msgid "Term CA"
+msgstr "Terme CA"
+
+#. module: base_fr_ca_labels
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__term_fr
+msgid "Term Fr"
+msgstr "Terme Fr"
+
+#. module: base_fr_ca_labels
+#: model:ir.model,name:base_fr_ca_labels.model_translate_term_fr_ca
+msgid "Translation Terms (FR to CA)"
+msgstr "Termes de traduction (FR vers CA)"
\ No newline at end of file
diff --git a/base_translate/models/__init__.py b/base_translate/models/__init__.py
new file mode 100644
index 00000000..7e48c5d1
--- /dev/null
+++ b/base_translate/models/__init__.py
@@ -0,0 +1,5 @@
+# Copyright 2026 Numigi and all its contributors (https://bit.ly/numigiens)
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
+from . import base
+from . import base_translate
diff --git a/base_translate/models/base.py b/base_translate/models/base.py
new file mode 100644
index 00000000..9e3aafdf
--- /dev/null
+++ b/base_translate/models/base.py
@@ -0,0 +1,68 @@
+# Copyright 2024 Numigi and all its contributors (https://bit.ly/numigiens)
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
+from odoo import models
+
+
+class BaseTranslationCA(models.AbstractModel):
+    _inherit = "base"
+
+    def action_translate_to_ca(self):
+        # Main entry point to transpose FR translations to CA for any existing model
+        mapping_dict = self._get_ca_translation_mapping()
+        translatable_fields = self._get_translatable_fields()
+        self._apply_ca_translations_to_records(translatable_fields, mapping_dict)
+
+    def _get_ca_translation_mapping(self):
+        # Fetch dictionary mapping from the newly isolated translation term model
+        term_model = self.env["base.translate"]
+        return term_model.get_mapping_for_model(self._name)
+
+    def _get_translatable_fields(self):
+        # Identify translatable fields declared on the current model
+        return [
+            field_name
+            for field_name, field_def in self._fields.items()
+            if field_def.translate
+        ]
+
+    def _apply_ca_translations_to_records(self, fields_list, mapping_dict):
+        # Iterate over recordset without exceeding two indentation levels
+        for record in self:
+            record._translate_record_fields(fields_list, mapping_dict)
+
+    def _translate_record_fields(self, fields_list, mapping_dict):
+        # Iterate over translatable fields for a single record
+        for field_name in fields_list:
+            self._translate_single_field(field_name, mapping_dict)
+
+    def _translate_single_field(self, field_name, mapping_dict):
+        # Read FR text and apply Canadian French mapping if value is string
+        fr_value = self.with_context(lang="fr_FR")[field_name]
+        if isinstance(fr_value, str):
+            ca_value = self._replace_terms_in_text(fr_value, mapping_dict)
+            self._write_ca_value(field_name, ca_value)
+
+    def _replace_terms_in_text(self, text_value, mapping_dict):
+        # Apply string replacements sorted by length descending
+        sorted_keys = sorted(
+            mapping_dict.keys(),
+            key=lambda k: len(str(k)),
+            reverse=True,
+        )
+        for old_term in sorted_keys:
+            text_value = self._replace_single_term(text_value, old_term, mapping_dict)
+        return text_value
+
+    def _replace_single_term(self, text_value, old_term, mapping_dict):
+        # Safe string replacement avoiding break or continue statements
+        if old_term and str(old_term) in text_value:
+            text_value = text_value.replace(
+                str(old_term),
+                str(mapping_dict[old_term]),
+            )
+        return text_value
+
+    def _write_ca_value(self, field_name, ca_value):
+        # Write translated value explicitly into the Canadian French language context
+        self.with_context(lang="fr_CA").write({field_name: ca_value})
diff --git a/base_translate/models/base_translate.py b/base_translate/models/base_translate.py
new file mode 100644
index 00000000..c15cf59f
--- /dev/null
+++ b/base_translate/models/base_translate.py
@@ -0,0 +1,61 @@
+# Copyright 2024 Numigi and all its contributors (https://bit.ly/numigiens)
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
+from odoo import fields, models
+
+
+class BaseTranslate(models.Model):
+    # Use a distinct model name to prevent conflicts with account_fr_ca_labels
+    _name = "base.translate"
+    _description = "Database Translation Terms (FR to CA)"
+
+
+
+    lang_id = fields.Many2one(
+        comodel_name="res.lang",
+        default=lambda self: self.env["res.lang"].search([("code", "=", "fr_FR")], limit=1),
+        string="Language")
+    model_id = fields.Many2one(
+        comodel_name="ir.model",
+        string="Model",
+        ondelete="cascade",
+        help="Leave empty to apply globally across all models.",
+    )
+    term_fr = fields.Char(string="Term Fr", required=True)
+    term_ca = fields.Char(string="Term CA", required=True)
+
+    def action_apply_translations(self):
+        # Force translation updates from installed modules
+        installed_modules = self._get_installed_modules()
+        installed_modules._update_translations(["fr_FR"], True)
+        self.env.registry.clear_cache()
+        return self._build_success_notification()
+
+    def _get_installed_modules(self):
+        # Retrieve all currently installed modules
+        return self.env["ir.module.module"].search([("state", "=", "installed")])
+
+    def _build_success_notification(self):
+        # Build standard Odoo notification dictionary
+        return {
+            "type": "ir.actions.client",
+            "tag": "display_notification",
+            "params": {
+                "title": "Success",
+                "message": "Translations applied successfully.",
+                "type": "success",
+                "sticky": False,
+            },
+        }
+
+    def get_mapping_for_model(self, model_name):
+        # Retrieve translation mapping targeting the specific model or globally
+        domain = [
+            "|",
+            ("model_id", "=", False),
+            ("model_id.model", "=", model_name),
+        ]
+        return {
+            record.term_fr: record.term_ca
+            for record in self.search(domain)
+        }
diff --git a/base_translate/security/ir.model.access.csv b/base_translate/security/ir.model.access.csv
new file mode 100644
index 00000000..b77056ee
--- /dev/null
+++ b/base_translate/security/ir.model.access.csv
@@ -0,0 +1,3 @@
+id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
+access_base_translate,access_base_translate,model_base_translate,base.group_erp_manager,1,1,1,1
+
diff --git a/base_translate/static/description/icon.png b/base_translate/static/description/icon.png
new file mode 100644
index 0000000000000000000000000000000000000000..92a86b10ed6e2f6a40b286805c8c92c5dc775111
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HcmV?d00001

diff --git a/base_translate/tests/__init__.py b/base_translate/tests/__init__.py
new file mode 100644
index 00000000..84f8c8ce
--- /dev/null
+++ b/base_translate/tests/__init__.py
@@ -0,0 +1,5 @@
+# Copyright 2024 Numigi
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
+
+from . import test_base_translate
diff --git a/base_translate/tests/test_base_translate.py b/base_translate/tests/test_base_translate.py
new file mode 100644
index 00000000..f5b3d67c
--- /dev/null
+++ b/base_translate/tests/test_base_translate.py
@@ -0,0 +1,40 @@
+# Copyright 2024 Numigi and all its contributors (https://bit.ly/numigiens)
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
+from odoo.tests.common import TransactionCase
+
+
+class TestTranslationFrCa(TransactionCase):
+
+    @classmethod
+    def setUpClass(cls):
+        super().setUpClass()
+        cls.term_model = cls.env["base.translate"]
+        cls.partner_model = cls.env["res.partner"]
+        cls._create_test_terms(cls)
+
+    def _create_test_terms(self):
+        # Create global and model-specific translation mappings
+        self.term_model.create({
+            "term_fr": "facture",
+            "term_ca": "facture canadienne",
+        })
+
+    def test_translation_applied_to_record_field(self):
+        # Validate that FR terms are properly transposed to CA
+        partner = self._create_test_partner("Voici votre facture")
+        partner.action_translate_to_ca()
+        ca_value = partner.with_context(lang="fr_CA").comment
+        self.assertEqual(ca_value, "Voici votre facture canadienne")
+
+    def test_global_mapping_retrieval(self):
+        # Validate fetching mapping dictionary globally
+        mapping = self.term_model.get_mapping_for_model("res.partner")
+        self.assertEqual(mapping.get("facture"), "facture canadienne")
+
+    def _create_test_partner(self, comment_text):
+        # Helper method to create a partner with FR context
+        return self.partner_model.with_context(lang="fr_FR").create({
+            "name": "Test Partner",
+            "comment": comment_text,
+        })
\ No newline at end of file
diff --git a/base_translate/views/base_translate.xml b/base_translate/views/base_translate.xml
new file mode 100644
index 00000000..233d1878
--- /dev/null
+++ b/base_translate/views/base_translate.xml
@@ -0,0 +1,40 @@
+<?xml version="1.0" encoding="utf-8"?>
+<odoo>
+    <data>
+        <record id="view_account_journal_group_tree" model="ir.ui.view">
+            <field name="name">base.translate.tree</field>
+            <field name="model">base.translate</field>
+            <field name="priority">1</field>
+            <field name="arch" type="xml">
+                <list editable="top">
+                    <!-- Header section to hold the action button -->
+                    <header>
+                        <button name="action_apply_translations"
+                                string="Appliquer les traductions"
+                                type="object"
+                                class="oe_highlight"/>
+                    </header>
+                    <field name="term_fr" />
+                    <field name="term_ca" />
+                     <button name="action_apply_translations"
+                                string="Apply translation"
+                                type="object"
+                               icon="fa-refresh"/>
+                </list>
+            </field>
+        </record>
+
+        <record id="action_translate_term_fr_ca" model="ir.actions.act_window">
+            <field name="name">CA Accouting Terms</field>
+            <field name="res_model">base.translate</field>
+            <field name="view_mode">list</field>
+        </record>
+
+        <menuitem id="menu_translate_term_fr_ca"
+                  name="CA Accouting Terms"
+                  action="action_translate_term_fr_ca"
+                  parent="base.menu_translation"
+                  sequence="100"
+        />
+    </data>
+</odoo>
\ No newline at end of file

From b81ef63702e7ac010fdef112642a7b3b3791bb03 Mon Sep 17 00:00:00 2001
From: Abdellatif Benzbiria <odoo-base@numigi.com>
Date: Wed, 29 Jul 2026 17:09:47 +0100
Subject: [PATCH 2/7] [ADD] Base_translate

---
 .docker_files/main/__manifest__.py            |   2 +-
 Dockerfile                                    |   2 +-
 base_translate/data/base_translate.csv        |   3 -
 base_translate/models/base.py                 |  68 ---------
 .../README.rst                                |   0
 .../__init__.py                               |   0
 .../__manifest__.py                           |   2 +-
 base_translate_labels/data/base_translate.csv |   3 +
 .../i18n/fr.po                                |  22 +--
 .../models/__init__.py                        |   2 +-
 .../models/base_translate.py                  |  39 ++---
 base_translate_labels/models/translate.py     | 144 ++++++++++++++++++
 .../security/ir.model.access.csv              |   0
 .../static/description/icon.png               | Bin
 .../supplier_refund_menu_item_en.png          | Bin
 .../supplier_refund_menu_item_fr.png          | Bin
 .../tests/__init__.py                         |   0
 .../tests/test_base_translate.py              |   4 +-
 .../views/base_translate.xml                  |  16 +-
 19 files changed, 186 insertions(+), 121 deletions(-)
 delete mode 100644 base_translate/data/base_translate.csv
 delete mode 100644 base_translate/models/base.py
 rename {base_translate => base_translate_labels}/README.rst (100%)
 rename {base_translate => base_translate_labels}/__init__.py (100%)
 rename {base_translate => base_translate_labels}/__manifest__.py (94%)
 create mode 100644 base_translate_labels/data/base_translate.csv
 rename {base_translate => base_translate_labels}/i18n/fr.po (83%)
 rename {base_translate => base_translate_labels}/models/__init__.py (87%)
 rename {base_translate => base_translate_labels}/models/base_translate.py (51%)
 create mode 100644 base_translate_labels/models/translate.py
 rename {base_translate => base_translate_labels}/security/ir.model.access.csv (100%)
 rename {base_translate => base_translate_labels}/static/description/icon.png (100%)
 rename {base_translate => base_translate_labels}/static/description/supplier_refund_menu_item_en.png (100%)
 rename {base_translate => base_translate_labels}/static/description/supplier_refund_menu_item_fr.png (100%)
 rename {base_translate => base_translate_labels}/tests/__init__.py (100%)
 rename {base_translate => base_translate_labels}/tests/test_base_translate.py (94%)
 rename {base_translate => base_translate_labels}/views/base_translate.xml (73%)

diff --git a/.docker_files/main/__manifest__.py b/.docker_files/main/__manifest__.py
index 74cb8f23..1947f237 100644
--- a/.docker_files/main/__manifest__.py
+++ b/.docker_files/main/__manifest__.py
@@ -13,7 +13,7 @@
     "depends": [
         "admin_light_base",
         "base_extended_security",
-        "base_translate",
+        "base_translate_labels",
         "lang_fr_activated",
         "test_http_request"
     ],
diff --git a/Dockerfile b/Dockerfile
index 11390514..a4463fdf 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ USER odoo
 
 COPY admin_light_base /mnt/extra-addons/admin_light_base
 COPY base_extended_security /mnt/extra-addons/base_extended_security
-COPY base_translate /mnt/extra-addons/base_translate
+COPY base_translate_labels /mnt/extra-addons/base_translate_labels
 COPY lang_fr_activated /mnt/extra-addons/lang_fr_activated
 COPY test_http_request /mnt/extra-addons/test_http_request
 
diff --git a/base_translate/data/base_translate.csv b/base_translate/data/base_translate.csv
deleted file mode 100644
index f52bbcaf..00000000
--- a/base_translate/data/base_translate.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-id,lang_id,model_id,term_fr,term_ca
-translate_fr_ca_1,,base_res_partner,poste,job
-
diff --git a/base_translate/models/base.py b/base_translate/models/base.py
deleted file mode 100644
index 9e3aafdf..00000000
--- a/base_translate/models/base.py
+++ /dev/null
@@ -1,68 +0,0 @@
-# Copyright 2024 Numigi and all its contributors (https://bit.ly/numigiens)
-# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
-
-from odoo import models
-
-
-class BaseTranslationCA(models.AbstractModel):
-    _inherit = "base"
-
-    def action_translate_to_ca(self):
-        # Main entry point to transpose FR translations to CA for any existing model
-        mapping_dict = self._get_ca_translation_mapping()
-        translatable_fields = self._get_translatable_fields()
-        self._apply_ca_translations_to_records(translatable_fields, mapping_dict)
-
-    def _get_ca_translation_mapping(self):
-        # Fetch dictionary mapping from the newly isolated translation term model
-        term_model = self.env["base.translate"]
-        return term_model.get_mapping_for_model(self._name)
-
-    def _get_translatable_fields(self):
-        # Identify translatable fields declared on the current model
-        return [
-            field_name
-            for field_name, field_def in self._fields.items()
-            if field_def.translate
-        ]
-
-    def _apply_ca_translations_to_records(self, fields_list, mapping_dict):
-        # Iterate over recordset without exceeding two indentation levels
-        for record in self:
-            record._translate_record_fields(fields_list, mapping_dict)
-
-    def _translate_record_fields(self, fields_list, mapping_dict):
-        # Iterate over translatable fields for a single record
-        for field_name in fields_list:
-            self._translate_single_field(field_name, mapping_dict)
-
-    def _translate_single_field(self, field_name, mapping_dict):
-        # Read FR text and apply Canadian French mapping if value is string
-        fr_value = self.with_context(lang="fr_FR")[field_name]
-        if isinstance(fr_value, str):
-            ca_value = self._replace_terms_in_text(fr_value, mapping_dict)
-            self._write_ca_value(field_name, ca_value)
-
-    def _replace_terms_in_text(self, text_value, mapping_dict):
-        # Apply string replacements sorted by length descending
-        sorted_keys = sorted(
-            mapping_dict.keys(),
-            key=lambda k: len(str(k)),
-            reverse=True,
-        )
-        for old_term in sorted_keys:
-            text_value = self._replace_single_term(text_value, old_term, mapping_dict)
-        return text_value
-
-    def _replace_single_term(self, text_value, old_term, mapping_dict):
-        # Safe string replacement avoiding break or continue statements
-        if old_term and str(old_term) in text_value:
-            text_value = text_value.replace(
-                str(old_term),
-                str(mapping_dict[old_term]),
-            )
-        return text_value
-
-    def _write_ca_value(self, field_name, ca_value):
-        # Write translated value explicitly into the Canadian French language context
-        self.with_context(lang="fr_CA").write({field_name: ca_value})
diff --git a/base_translate/README.rst b/base_translate_labels/README.rst
similarity index 100%
rename from base_translate/README.rst
rename to base_translate_labels/README.rst
diff --git a/base_translate/__init__.py b/base_translate_labels/__init__.py
similarity index 100%
rename from base_translate/__init__.py
rename to base_translate_labels/__init__.py
diff --git a/base_translate/__manifest__.py b/base_translate_labels/__manifest__.py
similarity index 94%
rename from base_translate/__manifest__.py
rename to base_translate_labels/__manifest__.py
index 741514c1..80819aec 100644
--- a/base_translate/__manifest__.py
+++ b/base_translate_labels/__manifest__.py
@@ -13,7 +13,7 @@
     "depends": ["base", "lang_fr_activated"],
     "data": [
         "security/ir.model.access.csv",
-        "data/base_translate.csv",
+      #  "data/base_translate.csv",
         "views/base_translate.xml",
     ],
     "installable": True,
diff --git a/base_translate_labels/data/base_translate.csv b/base_translate_labels/data/base_translate.csv
new file mode 100644
index 00000000..ee3ea393
--- /dev/null
+++ b/base_translate_labels/data/base_translate.csv
@@ -0,0 +1,3 @@
+id,lang_id,model_id,term,new_term
+translate_fr_ca_1,,,poste,job
+
diff --git a/base_translate/i18n/fr.po b/base_translate_labels/i18n/fr.po
similarity index 83%
rename from base_translate/i18n/fr.po
rename to base_translate_labels/i18n/fr.po
index 46aa1fb7..97b45772 100644
--- a/base_translate/i18n/fr.po
+++ b/base_translate_labels/i18n/fr.po
@@ -26,52 +26,52 @@ msgid "Apply translation"
 msgstr "Appliquer la traduction"
 
 #. module: base_fr_ca_labels
-#: model:ir.actions.act_window,name:base_fr_ca_labels.action_translate_term_fr_ca
-#: model:ir.ui.menu,name:base_fr_ca_labels.menu_translate_term_fr_ca
+#: model:ir.actions.act_window,name:base_fr_ca_labels.action_translate_new_term
+#: model:ir.ui.menu,name:base_fr_ca_labels.menu_translate_new_term
 msgid "CA Accouting Terms"
 msgstr "Termes comptables CA"
 
 #. module: base_fr_ca_labels
-#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__create_uid
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_new_term__create_uid
 msgid "Created by"
 msgstr "Créé par"
 
 #. module: base_fr_ca_labels
-#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__create_date
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_new_term__create_date
 msgid "Created on"
 msgstr "Créé le"
 
 #. module: base_fr_ca_labels
-#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__display_name
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_new_term__display_name
 msgid "Display Name"
 msgstr "Nom affiché"
 
 #. module: base_fr_ca_labels
-#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__id
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_new_term__id
 msgid "ID"
 msgstr "ID"
 
 #. module: base_fr_ca_labels
-#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__write_uid
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_new_term__write_uid
 msgid "Last Updated by"
 msgstr "Dernière mise à jour par"
 
 #. module: base_fr_ca_labels
-#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__write_date
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_new_term__write_date
 msgid "Last Updated on"
 msgstr "Dernière modification le"
 
 #. module: base_fr_ca_labels
-#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__term_ca
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_new_term__new_term
 msgid "Term CA"
 msgstr "Terme CA"
 
 #. module: base_fr_ca_labels
-#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_term_fr_ca__term_fr
+#: model:ir.model.fields,field_description:base_fr_ca_labels.field_translate_new_term__term
 msgid "Term Fr"
 msgstr "Terme Fr"
 
 #. module: base_fr_ca_labels
-#: model:ir.model,name:base_fr_ca_labels.model_translate_term_fr_ca
+#: model:ir.model,name:base_fr_ca_labels.model_translate_new_term
 msgid "Translation Terms (FR to CA)"
 msgstr "Termes de traduction (FR vers CA)"
\ No newline at end of file
diff --git a/base_translate/models/__init__.py b/base_translate_labels/models/__init__.py
similarity index 87%
rename from base_translate/models/__init__.py
rename to base_translate_labels/models/__init__.py
index 7e48c5d1..c8b5d8e3 100644
--- a/base_translate/models/__init__.py
+++ b/base_translate_labels/models/__init__.py
@@ -1,5 +1,5 @@
 # Copyright 2026 Numigi and all its contributors (https://bit.ly/numigiens)
 # License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
 
-from . import base
+from . import translate
 from . import base_translate
diff --git a/base_translate/models/base_translate.py b/base_translate_labels/models/base_translate.py
similarity index 51%
rename from base_translate/models/base_translate.py
rename to base_translate_labels/models/base_translate.py
index c15cf59f..35032b9e 100644
--- a/base_translate/models/base_translate.py
+++ b/base_translate_labels/models/base_translate.py
@@ -1,61 +1,48 @@
-# Copyright 2024 Numigi and all its contributors (https://bit.ly/numigiens)
+# Copyright 2026 Numigi
 # License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
-
 from odoo import fields, models
 
 
 class BaseTranslate(models.Model):
-    # Use a distinct model name to prevent conflicts with account_fr_ca_labels
     _name = "base.translate"
     _description = "Database Translation Terms (FR to CA)"
 
-
-
     lang_id = fields.Many2one(
         comodel_name="res.lang",
         default=lambda self: self.env["res.lang"].search([("code", "=", "fr_FR")], limit=1),
-        string="Language")
+        string="Language",
+        required=True,
+    )
     model_id = fields.Many2one(
         comodel_name="ir.model",
         string="Model",
         ondelete="cascade",
-        help="Leave empty to apply globally across all models.",
+        help="Facultatif : Laissez vide pour appliquer globalement (menus, formulaires, rapports).",
     )
-    term_fr = fields.Char(string="Term Fr", required=True)
-    term_ca = fields.Char(string="Term CA", required=True)
+    term = fields.Char(string="Label", required=True)
+    new_term = fields.Char(string="New Label", required=True)
 
     def action_apply_translations(self):
-        # Force translation updates from installed modules
+        lang_codes = list(set(self.search([]).mapped("lang_id.code")))
+        if not lang_codes:
+            lang_codes = ["fr_FR"]
         installed_modules = self._get_installed_modules()
-        installed_modules._update_translations(["fr_FR"], True)
+        installed_modules._update_translations(lang_codes, True)
+
         self.env.registry.clear_cache()
         return self._build_success_notification()
 
     def _get_installed_modules(self):
-        # Retrieve all currently installed modules
         return self.env["ir.module.module"].search([("state", "=", "installed")])
 
     def _build_success_notification(self):
-        # Build standard Odoo notification dictionary
         return {
             "type": "ir.actions.client",
             "tag": "display_notification",
             "params": {
                 "title": "Success",
-                "message": "Translations applied successfully.",
+                "message": "Tranlataions applied on all the system",
                 "type": "success",
                 "sticky": False,
             },
         }
-
-    def get_mapping_for_model(self, model_name):
-        # Retrieve translation mapping targeting the specific model or globally
-        domain = [
-            "|",
-            ("model_id", "=", False),
-            ("model_id.model", "=", model_name),
-        ]
-        return {
-            record.term_fr: record.term_ca
-            for record in self.search(domain)
-        }
diff --git a/base_translate_labels/models/translate.py b/base_translate_labels/models/translate.py
new file mode 100644
index 00000000..30bd4553
--- /dev/null
+++ b/base_translate_labels/models/translate.py
@@ -0,0 +1,144 @@
+import logging
+import threading
+import psycopg2
+from odoo import api, SUPERUSER_ID, sql_db
+from odoo.tools.translate import TranslationImporter as BaseTranslationImporter
+from odoo.tools.translate import CodeTranslations as BaseCodeTranslations
+from odoo.tools.misc import ReadonlyDict
+
+_logger = logging.getLogger(__name__)
+
+base_load_translation = BaseTranslationImporter._load
+base_get_web_translations = BaseCodeTranslations.get_web_translations
+base_get_python_translations = BaseCodeTranslations.get_python_translations
+
+
+def _replace_term_in_string(value, old_term, new_term):
+    if old_term and str(old_term) in value:
+        return value.replace(str(old_term), str(new_term))
+    return value
+
+
+def _apply_mapping(value, mapping):
+    if not isinstance(value, str):
+        return value
+    sorted_keys = sorted(mapping.keys(), key=lambda k: len(str(k)), reverse=True)
+    for old_term in sorted_keys:
+        value = _replace_term_in_string(value, old_term, mapping[old_term])
+    return value
+
+
+def replace_values(data_dict, mapping, target_lang):
+    for key, value in data_dict.items():
+        if isinstance(value, dict):
+            replace_values(value, mapping, target_lang)
+        elif key == target_lang and isinstance(value, str):
+            try:
+                data_dict[key] = _apply_mapping(value, mapping)
+            except Exception as error:
+                _logger.error("Failed mapping for key '%s': %s", key, error)
+    return data_dict
+
+
+def get_odoo_environment():
+    db_name = getattr(threading.current_thread(), "dbname", None)
+
+    if not db_name:
+        try:
+            # Essayer de lire depuis l'attribut db du thread (CLI / installation)
+            db_obj = getattr(threading.current_thread(), "db", None)
+            if hasattr(db_obj, "dbname"):
+                db_name = db_obj.dbname
+        except Exception:
+            pass
+
+    if not db_name:
+        return None, None
+
+    database = sql_db.db_connect(db_name)
+    if database is None:
+        return None, None
+    db_cursor = database.cursor()
+    environment = api.Environment(db_cursor, SUPERUSER_ID, {})
+    return environment, db_cursor
+
+
+def get_translation_mapping(environment, lang_code):
+    mapping_dict = {}
+    term_model = "base.translate"
+    if environment and term_model in environment.registry.models:
+        try:
+            records = environment[term_model].search([("lang_id.code", "=", lang_code)])
+            mapping_dict = {record.term: record.new_term for record in records}
+        except psycopg2.errors.UndefinedTable:
+            _logger.warning("Table %s not defined yet. Skipping.", term_model)
+        except Exception as error:
+            _logger.error("Database error while fetching mapping: %s", error)
+    return mapping_dict
+
+
+class TranslationImporter(BaseTranslationImporter):
+    def _load(self, reader, lang, xmlids=None):
+        base_load_translation(self, reader, lang, xmlids)
+        mapping_dict = get_translation_mapping(self.env, lang)
+        if mapping_dict:
+            self.model_translations = replace_values(self.model_translations, mapping_dict, lang)
+            self.model_terms_translations = replace_values(self.model_terms_translations, mapping_dict, lang)
+
+
+def _process_python_translations(instance, module_name, lang):
+    try:
+        environment, db_cursor = get_odoo_environment()
+        if not environment or not db_cursor:
+            return
+        mapping_dict = get_translation_mapping(environment, lang)
+        db_cursor.close()
+        if mapping_dict:
+            orig = instance.python_translations.get((module_name, lang), {})
+            new_dict = {src: _apply_mapping(val, mapping_dict) for src, val in orig.items()}
+            instance.python_translations[(module_name, lang)] = ReadonlyDict(new_dict)
+    except Exception as error:
+        _logger.error("Error in python translations for %s: %s", module_name, error)
+
+
+def _process_web_translations(instance, module_name, lang):
+    try:
+        environment, db_cursor = get_odoo_environment()
+        if not environment or not db_cursor:
+            return
+        mapping_dict = get_translation_mapping(environment, lang)
+        db_cursor.close()
+        if mapping_dict:
+            orig = instance.web_translations.get((module_name, lang), {})
+            # On conserve scrupuleusement la structure du message Javascript
+            new_messages = []
+            for msg in orig.get("messages", ()):
+                new_str = _apply_mapping(msg.get("string", ""), mapping_dict)
+                new_messages.append(ReadonlyDict({
+                    "id": msg["id"],
+                    "string": new_str,
+                }))
+            instance.web_translations[(module_name, lang)] = ReadonlyDict({
+                "messages": tuple(new_messages)
+            })
+    except Exception as error:
+        _logger.error("Error in web translations for %s: %s", module_name, error)
+
+
+class CodeTranslations(BaseCodeTranslations):
+    def get_python_translations(self, module_name, lang):
+        if (module_name, lang) not in self.python_translations:
+            BaseCodeTranslations._load_python_translations(self, module_name, lang)
+            _process_python_translations(self, module_name, lang)
+        return self.python_translations[(module_name, lang)]
+
+    def get_web_translations(self, module_name, lang):
+        if (module_name, lang) not in self.web_translations:
+            BaseCodeTranslations._load_web_translations(self, module_name, lang)
+            _process_web_translations(self, module_name, lang)
+        return self.web_translations[(module_name, lang)]
+
+
+BaseTranslationImporter._load = TranslationImporter._load
+BaseCodeTranslations.get_web_translations = CodeTranslations.get_web_translations
+BaseCodeTranslations.get_python_translations = CodeTranslations.get_python_translations
\ No newline at end of file
diff --git a/base_translate/security/ir.model.access.csv b/base_translate_labels/security/ir.model.access.csv
similarity index 100%
rename from base_translate/security/ir.model.access.csv
rename to base_translate_labels/security/ir.model.access.csv
diff --git a/base_translate/static/description/icon.png b/base_translate_labels/static/description/icon.png
similarity index 100%
rename from base_translate/static/description/icon.png
rename to base_translate_labels/static/description/icon.png
diff --git a/base_translate/static/description/supplier_refund_menu_item_en.png b/base_translate_labels/static/description/supplier_refund_menu_item_en.png
similarity index 100%
rename from base_translate/static/description/supplier_refund_menu_item_en.png
rename to base_translate_labels/static/description/supplier_refund_menu_item_en.png
diff --git a/base_translate/static/description/supplier_refund_menu_item_fr.png b/base_translate_labels/static/description/supplier_refund_menu_item_fr.png
similarity index 100%
rename from base_translate/static/description/supplier_refund_menu_item_fr.png
rename to base_translate_labels/static/description/supplier_refund_menu_item_fr.png
diff --git a/base_translate/tests/__init__.py b/base_translate_labels/tests/__init__.py
similarity index 100%
rename from base_translate/tests/__init__.py
rename to base_translate_labels/tests/__init__.py
diff --git a/base_translate/tests/test_base_translate.py b/base_translate_labels/tests/test_base_translate.py
similarity index 94%
rename from base_translate/tests/test_base_translate.py
rename to base_translate_labels/tests/test_base_translate.py
index f5b3d67c..4a24f86c 100644
--- a/base_translate/tests/test_base_translate.py
+++ b/base_translate_labels/tests/test_base_translate.py
@@ -16,8 +16,8 @@ def setUpClass(cls):
     def _create_test_terms(self):
         # Create global and model-specific translation mappings
         self.term_model.create({
-            "term_fr": "facture",
-            "term_ca": "facture canadienne",
+            "term": "facture",
+            "new_term": "facture canadienne",
         })
 
     def test_translation_applied_to_record_field(self):
diff --git a/base_translate/views/base_translate.xml b/base_translate_labels/views/base_translate.xml
similarity index 73%
rename from base_translate/views/base_translate.xml
rename to base_translate_labels/views/base_translate.xml
index 233d1878..0ce9cfb3 100644
--- a/base_translate/views/base_translate.xml
+++ b/base_translate_labels/views/base_translate.xml
@@ -14,8 +14,10 @@
                                 type="object"
                                 class="oe_highlight"/>
                     </header>
-                    <field name="term_fr" />
-                    <field name="term_ca" />
+                     <field name="lang_id" />
+                     <field name="model_id" />
+                    <field name="term" />
+                    <field name="new_term" />
                      <button name="action_apply_translations"
                                 string="Apply translation"
                                 type="object"
@@ -24,15 +26,15 @@
             </field>
         </record>
 
-        <record id="action_translate_term_fr_ca" model="ir.actions.act_window">
-            <field name="name">CA Accouting Terms</field>
+        <record id="action_translate_new_term" model="ir.actions.act_window">
+            <field name="name">Translate Terms</field>
             <field name="res_model">base.translate</field>
             <field name="view_mode">list</field>
         </record>
 
-        <menuitem id="menu_translate_term_fr_ca"
-                  name="CA Accouting Terms"
-                  action="action_translate_term_fr_ca"
+        <menuitem id="menu_translate_new_term"
+                  name="Mapping Terms"
+                  action="action_translate_new_term"
                   parent="base.menu_translation"
                   sequence="100"
         />

From 60d01e3d4f0136b93c8ce7a12fd66de93340aa9f Mon Sep 17 00:00:00 2001
From: Abdellatif Benzbiria <odoo-base@numigi.com>
Date: Tue, 18 Aug 2026 12:35:18 +0100
Subject: [PATCH 3/7] [18.0] base_translate_lables : TU

---
 .../models/base_translate.py                  | 22 ++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/base_translate_labels/models/base_translate.py b/base_translate_labels/models/base_translate.py
index 35032b9e..3c29f842 100644
--- a/base_translate_labels/models/base_translate.py
+++ b/base_translate_labels/models/base_translate.py
@@ -1,6 +1,6 @@
 # Copyright 2026 Numigi
 # License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
-from odoo import fields, models
+from odoo import fields, models, api
 
 
 class BaseTranslate(models.Model):
@@ -46,3 +46,23 @@ def _build_success_notification(self):
                 "sticky": False,
             },
         }
+
+    @api.model
+    def get_mapping_for_model(self, model_name):
+        """
+        Retrieve translation mapping for a specific model.
+        Fetches both global terms (model_id is False) and model-specific terms.
+        """
+        domain = [
+            "|",
+            ("model_id", "=", False),
+            ("model_id.model", "=", model_name),
+        ]
+        records = self.search(domain)
+        return self._format_mapping_dictionary(records)
+
+    def _format_mapping_dictionary(self, records):
+        """
+        Format the recordset into a dictionary mapping old terms to new terms.
+        """
+        return {record.term: record.new_term for record in records}

From 8deb7ac1edbac3b61e9bcea9f129ca546ae74f9b Mon Sep 17 00:00:00 2001
From: Abdellatif Benzbiria <odoo-base@numigi.com>
Date: Tue, 18 Aug 2026 15:16:44 +0100
Subject: [PATCH 4/7] [18.0] base_translate_lables : TU

---
 base_translate_labels/models/__init__.py      |   4 +-
 base_translate_labels/models/base.py          |  59 +++++
 .../models/base_translate.py                  |  30 +--
 base_translate_labels/models/translate.py     | 243 +++++++++++-------
 .../tests/test_base_translate.py              |  17 +-
 5 files changed, 229 insertions(+), 124 deletions(-)
 create mode 100644 base_translate_labels/models/base.py

diff --git a/base_translate_labels/models/__init__.py b/base_translate_labels/models/__init__.py
index c8b5d8e3..d92a6a0d 100644
--- a/base_translate_labels/models/__init__.py
+++ b/base_translate_labels/models/__init__.py
@@ -1,5 +1,7 @@
 # Copyright 2026 Numigi and all its contributors (https://bit.ly/numigiens)
 # License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
 
-from . import translate
+from . import base
 from . import base_translate
+from . import translate
+
diff --git a/base_translate_labels/models/base.py b/base_translate_labels/models/base.py
new file mode 100644
index 00000000..88a550db
--- /dev/null
+++ b/base_translate_labels/models/base.py
@@ -0,0 +1,59 @@
+# Copyright 2026 Numigi
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
+from odoo import models
+
+
+class BaseTranslationCA(models.AbstractModel):
+    _inherit = "base"
+
+    def action_translate_to_ca(self):
+        mapping_dict = self._get_ca_translation_mapping()
+        translatable_fields = self._get_translatable_fields()
+        self._apply_ca_translations_to_records(translatable_fields, mapping_dict)
+
+    def _get_ca_translation_mapping(self):
+        term_model = self.env["translate.fr_ca"]
+        return term_model.get_mapping_for_model(self._name)
+
+    def _get_translatable_fields(self):
+        return [
+            field_name
+            for field_name, field_def in self._fields.items()
+            if field_def.translate
+        ]
+
+    def _apply_ca_translations_to_records(self, fields_list, mapping_dict):
+        for record in self:
+            record._translate_record_fields(fields_list, mapping_dict)
+
+    def _translate_record_fields(self, fields_list, mapping_dict):
+        for field_name in fields_list:
+            self._translate_single_field(field_name, mapping_dict)
+
+    def _translate_single_field(self, field_name, mapping_dict):
+        fr_value = self.with_context(lang="fr_FR")[field_name]
+        if isinstance(fr_value, str):
+            ca_value = self._replace_terms_in_text(fr_value, mapping_dict)
+            self._write_ca_value(field_name, ca_value)
+
+    def _replace_terms_in_text(self, text_value, mapping_dict):
+        sorted_keys = sorted(
+            mapping_dict.keys(),
+            key=lambda k: len(str(k)),
+            reverse=True,
+        )
+        for old_term in sorted_keys:
+            text_value = self._replace_single_term(text_value, old_term, mapping_dict)
+        return text_value
+
+    def _replace_single_term(self, text_value, old_term, mapping_dict):
+        if old_term and str(old_term) in text_value:
+            text_value = text_value.replace(
+                str(old_term),
+                str(mapping_dict[old_term]),
+            )
+        return text_value
+
+    def _write_ca_value(self, field_name, ca_value):
+        self.with_context(lang="fr_CA").write({field_name: ca_value})
diff --git a/base_translate_labels/models/base_translate.py b/base_translate_labels/models/base_translate.py
index 3c29f842..5ed558cd 100644
--- a/base_translate_labels/models/base_translate.py
+++ b/base_translate_labels/models/base_translate.py
@@ -1,15 +1,16 @@
 # Copyright 2026 Numigi
 # License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
 from odoo import fields, models, api
 
 
 class BaseTranslate(models.Model):
-    _name = "base.translate"
+    _name = "translate.fr_ca"
     _description = "Database Translation Terms (FR to CA)"
 
     lang_id = fields.Many2one(
         comodel_name="res.lang",
-        default=lambda self: self.env["res.lang"].search([("code", "=", "fr_FR")], limit=1),
+        default=lambda self: self._get_default_lang(),
         string="Language",
         required=True,
     )
@@ -17,21 +18,27 @@ class BaseTranslate(models.Model):
         comodel_name="ir.model",
         string="Model",
         ondelete="cascade",
-        help="Facultatif : Laissez vide pour appliquer globalement (menus, formulaires, rapports).",
+        help="Optional: Leave empty to apply globally (menus, forms, reports).",
     )
     term = fields.Char(string="Label", required=True)
     new_term = fields.Char(string="New Label", required=True)
 
+    def _get_default_lang(self):
+        return self.env["res.lang"].search([("code", "=", "fr_FR")], limit=1)
+
     def action_apply_translations(self):
-        lang_codes = list(set(self.search([]).mapped("lang_id.code")))
-        if not lang_codes:
-            lang_codes = ["fr_FR"]
+        lang_codes = self._get_active_lang_codes()
         installed_modules = self._get_installed_modules()
         installed_modules._update_translations(lang_codes, True)
-
         self.env.registry.clear_cache()
         return self._build_success_notification()
 
+    def _get_active_lang_codes(self):
+        codes = list(set(self.search([]).mapped("lang_id.code")))
+        if not codes:
+            codes = ["fr_FR"]
+        return codes
+
     def _get_installed_modules(self):
         return self.env["ir.module.module"].search([("state", "=", "installed")])
 
@@ -41,7 +48,7 @@ def _build_success_notification(self):
             "tag": "display_notification",
             "params": {
                 "title": "Success",
-                "message": "Tranlataions applied on all the system",
+                "message": "Translations applied on all the system",
                 "type": "success",
                 "sticky": False,
             },
@@ -49,10 +56,6 @@ def _build_success_notification(self):
 
     @api.model
     def get_mapping_for_model(self, model_name):
-        """
-        Retrieve translation mapping for a specific model.
-        Fetches both global terms (model_id is False) and model-specific terms.
-        """
         domain = [
             "|",
             ("model_id", "=", False),
@@ -62,7 +65,4 @@ def get_mapping_for_model(self, model_name):
         return self._format_mapping_dictionary(records)
 
     def _format_mapping_dictionary(self, records):
-        """
-        Format the recordset into a dictionary mapping old terms to new terms.
-        """
         return {record.term: record.new_term for record in records}
diff --git a/base_translate_labels/models/translate.py b/base_translate_labels/models/translate.py
index 30bd4553..571a3350 100644
--- a/base_translate_labels/models/translate.py
+++ b/base_translate_labels/models/translate.py
@@ -1,6 +1,10 @@
+# Copyright 2026 Numigi
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
+
 import logging
 import threading
 import psycopg2
+
 from odoo import api, SUPERUSER_ID, sql_db
 from odoo.tools.translate import TranslationImporter as BaseTranslationImporter
 from odoo.tools.translate import CodeTranslations as BaseCodeTranslations
@@ -13,132 +17,175 @@
 base_get_python_translations = BaseCodeTranslations.get_python_translations
 
 
-def _replace_term_in_string(value, old_term, new_term):
-    if old_term and str(old_term) in value:
-        return value.replace(str(old_term), str(new_term))
-    return value
+class TranslationImporter(BaseTranslationImporter):
+    def _load(self, reader, lang, xmlids=None):
+        base_load_translation(self, reader, lang, xmlids)
+        mapping_dict = get_translation_mapping(self.env, lang)
+        if mapping_dict:
+            self.model_translations = replace_values(self.model_translations, mapping_dict, lang)
+            self.model_terms_translations = replace_values(self.model_terms_translations, mapping_dict, lang)
 
 
-def _apply_mapping(value, mapping):
-    if not isinstance(value, str):
-        return value
-    sorted_keys = sorted(mapping.keys(), key=lambda k: len(str(k)), reverse=True)
-    for old_term in sorted_keys:
-        value = _replace_term_in_string(value, old_term, mapping[old_term])
-    return value
+class CodeTranslations(BaseCodeTranslations):
+    def get_python_translations(self, module_name, lang):
+        if (module_name, lang) not in self.python_translations:
+            BaseCodeTranslations._load_python_translations(self, module_name, lang)
+            _process_python_translations(self, module_name, lang)
+        return self.python_translations[(module_name, lang)]
+
+    def get_web_translations(self, module_name, lang):
+        if (module_name, lang) not in self.web_translations:
+            BaseCodeTranslations._load_web_translations(self, module_name, lang)
+            _process_web_translations(self, module_name, lang)
+        return self.web_translations[(module_name, lang)]
+
+
+def _process_python_translations(instance, module_name, lang):
+    try:
+        _apply_python_translations_safely(instance, module_name, lang)
+    except Exception as error:
+        _logger.error("Error in python translations for %s: %s", module_name, error)
+
+
+def _apply_python_translations_safely(instance, module_name, lang):
+    environment, db_cursor = get_odoo_environment()
+    if not environment or not db_cursor:
+        return
+    mapping_dict = get_translation_mapping(environment, lang)
+    db_cursor.close()
+    if mapping_dict:
+        _update_python_translations(instance, module_name, lang, mapping_dict)
+
+
+def _update_python_translations(instance, module_name, lang, mapping_dict):
+    orig = instance.python_translations.get((module_name, lang), {})
+    new_dict = {src: _apply_mapping(val, mapping_dict) for src, val in orig.items()}
+    instance.python_translations[(module_name, lang)] = ReadonlyDict(new_dict)
+
+
+def _process_web_translations(instance, module_name, lang):
+    try:
+        _apply_web_translations_safely(instance, module_name, lang)
+    except Exception as error:
+        _logger.error("Error in web translations for %s: %s", module_name, error)
+
+
+def _apply_web_translations_safely(instance, module_name, lang):
+    environment, db_cursor = get_odoo_environment()
+    if not environment or not db_cursor:
+        return
+    mapping_dict = get_translation_mapping(environment, lang)
+    db_cursor.close()
+    if mapping_dict:
+        _update_web_translations(instance, module_name, lang, mapping_dict)
+
+
+def _update_web_translations(instance, module_name, lang, mapping_dict):
+    orig = instance.web_translations.get((module_name, lang), {})
+    new_messages = _build_new_web_messages(orig, mapping_dict)
+    instance.web_translations[(module_name, lang)] = ReadonlyDict({
+        "messages": new_messages
+    })
+
+
+def _build_new_web_messages(orig, mapping_dict):
+    new_messages = []
+    for msg in orig.get("messages", ()):
+        new_str = _apply_mapping(msg.get("string", ""), mapping_dict)
+        new_messages.append(ReadonlyDict({
+            "id": msg["id"],
+            "string": new_str
+        }))
+    return tuple(new_messages)
 
 
 def replace_values(data_dict, mapping, target_lang):
     for key, value in data_dict.items():
-        if isinstance(value, dict):
-            replace_values(value, mapping, target_lang)
-        elif key == target_lang and isinstance(value, str):
-            try:
-                data_dict[key] = _apply_mapping(value, mapping)
-            except Exception as error:
-                _logger.error("Failed mapping for key '%s': %s", key, error)
+        _process_dict_item(data_dict, key, value, mapping, target_lang)
     return data_dict
 
 
-def get_odoo_environment():
-    db_name = getattr(threading.current_thread(), "dbname", None)
+def _process_dict_item(data_dict, key, value, mapping, target_lang):
+    if isinstance(value, dict):
+        replace_values(value, mapping, target_lang)
+    elif _is_target_language_string(key, value, target_lang):
+        _apply_mapping_to_dict_safely(data_dict, key, value, mapping)
 
-    if not db_name:
-        try:
-            # Essayer de lire depuis l'attribut db du thread (CLI / installation)
-            db_obj = getattr(threading.current_thread(), "db", None)
-            if hasattr(db_obj, "dbname"):
-                db_name = db_obj.dbname
-        except Exception:
-            pass
 
-    if not db_name:
-        return None, None
+def _is_target_language_string(key, value, target_lang):
+    return key == target_lang and isinstance(value, str)
 
-    database = sql_db.db_connect(db_name)
-    if database is None:
-        return None, None
-    db_cursor = database.cursor()
-    environment = api.Environment(db_cursor, SUPERUSER_ID, {})
-    return environment, db_cursor
+
+def _apply_mapping_to_dict_safely(data_dict, key, value, mapping):
+    try:
+        data_dict[key] = _apply_mapping(value, mapping)
+    except Exception as error:
+        _logger.error("Failed mapping for key '%s': %s", key, error)
 
 
 def get_translation_mapping(environment, lang_code):
-    mapping_dict = {}
-    term_model = "base.translate"
+    term_model = "translate.fr_ca"
     if environment and term_model in environment.registry.models:
-        try:
-            records = environment[term_model].search([("lang_id.code", "=", lang_code)])
-            mapping_dict = {record.term: record.new_term for record in records}
-        except psycopg2.errors.UndefinedTable:
-            _logger.warning("Table %s not defined yet. Skipping.", term_model)
-        except Exception as error:
-            _logger.error("Database error while fetching mapping: %s", error)
+        return _fetch_mapping_from_db(environment, term_model, lang_code)
+    return {}
+
+
+def _fetch_mapping_from_db(environment, term_model, lang_code):
+    mapping_dict = {}
+    try:
+        records = environment[term_model].search([("lang_id.code", "=", lang_code)])
+        mapping_dict = {record.term: record.new_term for record in records}
+    except psycopg2.errors.UndefinedTable:
+        _logger.warning("Table %s not defined yet. Skipping.", term_model)
+    except Exception as error:
+        _logger.error("Database error while fetching mapping: %s", error)
     return mapping_dict
 
 
-class TranslationImporter(BaseTranslationImporter):
-    def _load(self, reader, lang, xmlids=None):
-        base_load_translation(self, reader, lang, xmlids)
-        mapping_dict = get_translation_mapping(self.env, lang)
-        if mapping_dict:
-            self.model_translations = replace_values(self.model_translations, mapping_dict, lang)
-            self.model_terms_translations = replace_values(self.model_terms_translations, mapping_dict, lang)
+def get_odoo_environment():
+    db_name = getattr(threading.current_thread(), "dbname", None)
+    if not db_name:
+        db_name = _get_db_name_from_thread_db_attribute()
+    return _connect_to_database(db_name)
 
 
-def _process_python_translations(instance, module_name, lang):
+def _get_db_name_from_thread_db_attribute():
     try:
-        environment, db_cursor = get_odoo_environment()
-        if not environment or not db_cursor:
-            return
-        mapping_dict = get_translation_mapping(environment, lang)
-        db_cursor.close()
-        if mapping_dict:
-            orig = instance.python_translations.get((module_name, lang), {})
-            new_dict = {src: _apply_mapping(val, mapping_dict) for src, val in orig.items()}
-            instance.python_translations[(module_name, lang)] = ReadonlyDict(new_dict)
-    except Exception as error:
-        _logger.error("Error in python translations for %s: %s", module_name, error)
+        db_obj = getattr(threading.current_thread(), "db", None)
+        if hasattr(db_obj, "dbname"):
+            return db_obj.dbname
+    except Exception:
+        pass
+    return None
 
 
-def _process_web_translations(instance, module_name, lang):
-    try:
-        environment, db_cursor = get_odoo_environment()
-        if not environment or not db_cursor:
-            return
-        mapping_dict = get_translation_mapping(environment, lang)
-        db_cursor.close()
-        if mapping_dict:
-            orig = instance.web_translations.get((module_name, lang), {})
-            # On conserve scrupuleusement la structure du message Javascript
-            new_messages = []
-            for msg in orig.get("messages", ()):
-                new_str = _apply_mapping(msg.get("string", ""), mapping_dict)
-                new_messages.append(ReadonlyDict({
-                    "id": msg["id"],
-                    "string": new_str,
-                }))
-            instance.web_translations[(module_name, lang)] = ReadonlyDict({
-                "messages": tuple(new_messages)
-            })
-    except Exception as error:
-        _logger.error("Error in web translations for %s: %s", module_name, error)
+def _connect_to_database(db_name):
+    if not db_name:
+        return None, None
+    database = sql_db.db_connect(db_name)
+    if database is None:
+        return None, None
+    db_cursor = database.cursor()
+    environment = api.Environment(db_cursor, SUPERUSER_ID, {})
+    return environment, db_cursor
 
 
-class CodeTranslations(BaseCodeTranslations):
-    def get_python_translations(self, module_name, lang):
-        if (module_name, lang) not in self.python_translations:
-            BaseCodeTranslations._load_python_translations(self, module_name, lang)
-            _process_python_translations(self, module_name, lang)
-        return self.python_translations[(module_name, lang)]
+def _apply_mapping(value, mapping):
+    if not isinstance(value, str):
+        return value
+    sorted_keys = sorted(mapping.keys(), key=lambda k: len(str(k)), reverse=True)
+    for old_term in sorted_keys:
+        value = _replace_term_in_string(value, old_term, mapping[old_term])
+    return value
 
-    def get_web_translations(self, module_name, lang):
-        if (module_name, lang) not in self.web_translations:
-            BaseCodeTranslations._load_web_translations(self, module_name, lang)
-            _process_web_translations(self, module_name, lang)
-        return self.web_translations[(module_name, lang)]
+
+def _replace_term_in_string(value, old_term, new_term):
+    if old_term and str(old_term) in value:
+        return value.replace(str(old_term), str(new_term))
+    return value
 
 
+# Apply overrides on Odoo core classes
 BaseTranslationImporter._load = TranslationImporter._load
 BaseCodeTranslations.get_web_translations = CodeTranslations.get_web_translations
-BaseCodeTranslations.get_python_translations = CodeTranslations.get_python_translations
\ No newline at end of file
+BaseCodeTranslations.get_python_translations = CodeTranslations.get_python_translations
diff --git a/base_translate_labels/tests/test_base_translate.py b/base_translate_labels/tests/test_base_translate.py
index 4a24f86c..f1e4cc98 100644
--- a/base_translate_labels/tests/test_base_translate.py
+++ b/base_translate_labels/tests/test_base_translate.py
@@ -1,4 +1,4 @@
-# Copyright 2024 Numigi and all its contributors (https://bit.ly/numigiens)
+# Copyright 2026 Numigi
 # License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl).
 
 from odoo.tests.common import TransactionCase
@@ -9,32 +9,29 @@ class TestTranslationFrCa(TransactionCase):
     @classmethod
     def setUpClass(cls):
         super().setUpClass()
-        cls.term_model = cls.env["base.translate"]
+        cls.term_model = cls.env["translate.fr_ca"]
         cls.partner_model = cls.env["res.partner"]
-        cls._create_test_terms(cls)
+        cls._create_test_terms()
 
-    def _create_test_terms(self):
-        # Create global and model-specific translation mappings
-        self.term_model.create({
+    @classmethod
+    def _create_test_terms(cls):
+        cls.term_model.create({
             "term": "facture",
             "new_term": "facture canadienne",
         })
 
     def test_translation_applied_to_record_field(self):
-        # Validate that FR terms are properly transposed to CA
         partner = self._create_test_partner("Voici votre facture")
         partner.action_translate_to_ca()
         ca_value = partner.with_context(lang="fr_CA").comment
         self.assertEqual(ca_value, "Voici votre facture canadienne")
 
     def test_global_mapping_retrieval(self):
-        # Validate fetching mapping dictionary globally
         mapping = self.term_model.get_mapping_for_model("res.partner")
         self.assertEqual(mapping.get("facture"), "facture canadienne")
 
     def _create_test_partner(self, comment_text):
-        # Helper method to create a partner with FR context
         return self.partner_model.with_context(lang="fr_FR").create({
             "name": "Test Partner",
             "comment": comment_text,
-        })
\ No newline at end of file
+        })

From 8c3b3a8c9b3d9a7680f071af1ae79eabad9c01a3 Mon Sep 17 00:00:00 2001
From: Abdellatif Benzbiria <odoo-base@numigi.com>
Date: Tue, 18 Aug 2026 15:25:46 +0100
Subject: [PATCH 5/7] [18.0] base_translate_lables : TU

---
 base_translate_labels/models/base.py               | 2 +-
 base_translate_labels/models/base_translate.py     | 2 +-
 base_translate_labels/models/translate.py          | 2 +-
 base_translate_labels/tests/test_base_translate.py | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/base_translate_labels/models/base.py b/base_translate_labels/models/base.py
index 88a550db..1ef63d74 100644
--- a/base_translate_labels/models/base.py
+++ b/base_translate_labels/models/base.py
@@ -13,7 +13,7 @@ def action_translate_to_ca(self):
         self._apply_ca_translations_to_records(translatable_fields, mapping_dict)
 
     def _get_ca_translation_mapping(self):
-        term_model = self.env["translate.fr_ca"]
+        term_model = self.env["base.translate"]
         return term_model.get_mapping_for_model(self._name)
 
     def _get_translatable_fields(self):
diff --git a/base_translate_labels/models/base_translate.py b/base_translate_labels/models/base_translate.py
index 5ed558cd..9bf0c642 100644
--- a/base_translate_labels/models/base_translate.py
+++ b/base_translate_labels/models/base_translate.py
@@ -5,7 +5,7 @@
 
 
 class BaseTranslate(models.Model):
-    _name = "translate.fr_ca"
+    _name = "base.translate"
     _description = "Database Translation Terms (FR to CA)"
 
     lang_id = fields.Many2one(
diff --git a/base_translate_labels/models/translate.py b/base_translate_labels/models/translate.py
index 571a3350..e89ac6b1 100644
--- a/base_translate_labels/models/translate.py
+++ b/base_translate_labels/models/translate.py
@@ -124,7 +124,7 @@ def _apply_mapping_to_dict_safely(data_dict, key, value, mapping):
 
 
 def get_translation_mapping(environment, lang_code):
-    term_model = "translate.fr_ca"
+    term_model = "base.translate"
     if environment and term_model in environment.registry.models:
         return _fetch_mapping_from_db(environment, term_model, lang_code)
     return {}
diff --git a/base_translate_labels/tests/test_base_translate.py b/base_translate_labels/tests/test_base_translate.py
index f1e4cc98..4d94de13 100644
--- a/base_translate_labels/tests/test_base_translate.py
+++ b/base_translate_labels/tests/test_base_translate.py
@@ -9,7 +9,7 @@ class TestTranslationFrCa(TransactionCase):
     @classmethod
     def setUpClass(cls):
         super().setUpClass()
-        cls.term_model = cls.env["translate.fr_ca"]
+        cls.term_model = cls.env["base.translate"]
         cls.partner_model = cls.env["res.partner"]
         cls._create_test_terms()
 

From 82112527c1342f0702813f16ffeb3849782fadf4 Mon Sep 17 00:00:00 2001
From: Abdellatif Benzbiria <odoo-base@numigi.com>
Date: Tue, 18 Aug 2026 15:34:19 +0100
Subject: [PATCH 6/7] [18.0] base_translate_lables : TU

---
 .../tests/test_base_translate.py                | 17 ++++++++---------
 1 file changed, 8 insertions(+), 9 deletions(-)

diff --git a/base_translate_labels/tests/test_base_translate.py b/base_translate_labels/tests/test_base_translate.py
index 4d94de13..46a60d2f 100644
--- a/base_translate_labels/tests/test_base_translate.py
+++ b/base_translate_labels/tests/test_base_translate.py
@@ -10,7 +10,7 @@ class TestTranslationFrCa(TransactionCase):
     def setUpClass(cls):
         super().setUpClass()
         cls.term_model = cls.env["base.translate"]
-        cls.partner_model = cls.env["res.partner"]
+        cls.category_model = cls.env["res.partner.category"]
         cls._create_test_terms()
 
     @classmethod
@@ -21,17 +21,16 @@ def _create_test_terms(cls):
         })
 
     def test_translation_applied_to_record_field(self):
-        partner = self._create_test_partner("Voici votre facture")
-        partner.action_translate_to_ca()
-        ca_value = partner.with_context(lang="fr_CA").comment
+        category = self._create_test_category("Voici votre facture")
+        category.action_translate_to_ca()
+        ca_value = category.with_context(lang="fr_CA").name
         self.assertEqual(ca_value, "Voici votre facture canadienne")
 
     def test_global_mapping_retrieval(self):
-        mapping = self.term_model.get_mapping_for_model("res.partner")
+        mapping = self.term_model.get_mapping_for_model("res.partner.category")
         self.assertEqual(mapping.get("facture"), "facture canadienne")
 
-    def _create_test_partner(self, comment_text):
-        return self.partner_model.with_context(lang="fr_FR").create({
-            "name": "Test Partner",
-            "comment": comment_text,
+    def _create_test_category(self, name_text):
+        return self.category_model.with_context(lang="fr_FR").create({
+            "name": name_text,
         })

From e2b8be36f4cebbfca796744fe6914c3dcded2be6 Mon Sep 17 00:00:00 2001
From: Abdellatif Benzbiria <odoo-base@numigi.com>
Date: Tue, 18 Aug 2026 15:39:31 +0100
Subject: [PATCH 7/7] [18.0] base_translate_lables : TU

---
 .../tests/test_base_translate.py              | 22 +++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/base_translate_labels/tests/test_base_translate.py b/base_translate_labels/tests/test_base_translate.py
index 46a60d2f..3d9c62bd 100644
--- a/base_translate_labels/tests/test_base_translate.py
+++ b/base_translate_labels/tests/test_base_translate.py
@@ -9,10 +9,32 @@ class TestTranslationFrCa(TransactionCase):
     @classmethod
     def setUpClass(cls):
         super().setUpClass()
+        cls._setup_test_languages()
         cls.term_model = cls.env["base.translate"]
         cls.category_model = cls.env["res.partner.category"]
         cls._create_test_terms()
 
+    @classmethod
+    def _setup_test_languages(cls):
+        cls._activate_language("fr_FR", "French")
+        cls._activate_language("fr_CA", "French (Canada)")
+
+    @classmethod
+    def _activate_language(cls, code, name):
+        lang = cls.env["res.lang"].with_context(active_test=False).search([("code", "=", code)])
+        if lang:
+            lang.write({"active": True})
+        else:
+            cls._create_language(code, name)
+
+    @classmethod
+    def _create_language(cls, code, name):
+        cls.env["res.lang"].create({
+            "name": name,
+            "code": code,
+            "url_code": code.replace("_", "-").lower(),
+        })
+
     @classmethod
     def _create_test_terms(cls):
         cls.term_model.create({