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feat: (BETA) Amélioration de l'assistant IA logisticien (Gemini) et support des documents

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- **Amélioration de l'IA (Cloud Functions)** :
    - Mise à jour du modèle vers `gemini-3.1-flash-lite` et augmentation de la limite des résultats de recherche à 50.
    - Optimisation de la gestion des outils : augmentation du nombre d'appels simultanés (`MAX_TOOL_CALLS_PER_ITERATION`) à 40.
    - Refonte du système de recherche d'équipements avec une stratégie en deux passes (recherche précise puis catégorielle avec normalisation agressive).
    - Nouvelles consignes strictes pour la gestion des unités uniques (quantité de 1 par ID) et priorité aux flight cases (containers).
    - Ajout d'une gestion de retry avec temporisation pour les erreurs de quota (429) et de surcharge (503).
    - Support de l'analyse de documents joints (devis, listes) envoyés en `inlineData`.

- **Interface de l'Assistant (`AiEquipmentAssistantDialog`)** :
    - Ajout de la possibilité de joindre des documents (PDF, images, texte) via `FilePicker` pour analyse par l'IA.
    - Implémentation d'une vue de logs de debug détaillée pour suivre le raisonnement de l'IA et les appels d'outils.
    - Amélioration visuelle de la discussion : bulles de message stylisées et structuration automatique des réponses (sections "Matériel ajouté" vs "Matériel non trouvé").
    - Nouvelles options de confirmation : "Tout ajouter" ou "Ajouter sans alternatives".

- **Modèles et Services** :
    - Mise à jour de `EventEquipment` pour inclure un champ `rationale` (justification du choix de l'équipement).
    - Correction dans `EventAssignedEquipmentSection` pour ajouter automatiquement les équipements enfants lors de l'ajout d'un container proposé par l'IA.
    - Ajout de la gestion des logs et des documents dans `AiEquipmentAssistantService`.

- **UI Divers** :
    - Mise à jour de `EquipmentFormPage` pour clarifier le comportement de l'identifiant (auto-génération recommandée).
This commit is contained in:
ElPoyo
2026-05-25 20:33:59 +02:00
parent 89ab3673c4
commit 7fc28f4374
6 changed files with 668 additions and 121 deletions
Download Patch File Download Diff File Expand all files Collapse all files
em2rp/lib/models/event_model.dart
+6
View File
@@ -174,6 +174,7 @@ ReturnStatus returnStatusFromString(String? status) {
class EventEquipment {
final String equipmentId; // ID de l'équipement
final int quantity; // Quantité initiale assignée
final String? rationale; // Explication/Justification (ex: IA alternative)
final bool isPrepared; // Validé en préparation
final bool isLoaded; // Validé au chargement
final bool isUnloaded; // Validé au déchargement
@@ -194,6 +195,7 @@ class EventEquipment {
EventEquipment({
required this.equipmentId,
this.quantity = 1,
this.rationale,
this.isPrepared = false,
this.isLoaded = false,
this.isUnloaded = false,
@@ -212,6 +214,7 @@ class EventEquipment {
return EventEquipment(
equipmentId: map['equipmentId'] ?? '',
quantity: map['quantity'] ?? 1,
rationale: map['rationale'],
isPrepared: map['isPrepared'] ?? false,
isLoaded: map['isLoaded'] ?? false,
isUnloaded: map['isUnloaded'] ?? false,
@@ -231,6 +234,7 @@ class EventEquipment {
return {
'equipmentId': equipmentId,
'quantity': quantity,
'rationale': rationale,
'isPrepared': isPrepared,
'isLoaded': isLoaded,
'isUnloaded': isUnloaded,
@@ -249,6 +253,7 @@ class EventEquipment {
EventEquipment copyWith({
String? equipmentId,
int? quantity,
String? rationale,
bool? isPrepared,
bool? isLoaded,
bool? isUnloaded,
@@ -265,6 +270,7 @@ class EventEquipment {
return EventEquipment(
equipmentId: equipmentId ?? this.equipmentId,
quantity: quantity ?? this.quantity,
rationale: rationale ?? this.rationale,
isPrepared: isPrepared ?? this.isPrepared,
isLoaded: isLoaded ?? this.isLoaded,
isUnloaded: isUnloaded ?? this.isUnloaded,
em2rp/lib/services/ai_equipment_assistant_service.dart
+33 -1
View File
@@ -12,6 +12,19 @@ class AiAssistantChatTurn {
const AiAssistantChatTurn({required this.isUser, required this.text});
}
/// Document à attacher pour demander à l'IA d'analyser un devis, etc.
class AiEquipmentDocument {
final String base64Data;
final String mimeType;
final String? fileName;
const AiEquipmentDocument({
required this.base64Data,
required this.mimeType,
this.fileName,
});
}
/// Un item proposé par l'IA dans la liste de matériel.
class AiEquipmentProposalItem {
final String equipmentId;
@@ -48,10 +61,12 @@ class AiEquipmentProposal {
class AiEquipmentAssistantResponse {
final String assistantMessage;
final AiEquipmentProposal? proposal;
final List<String> debugLogs;
const AiEquipmentAssistantResponse({
required this.assistantMessage,
this.proposal,
this.debugLogs = const [],
});
}
@@ -74,6 +89,7 @@ class AiEquipmentAssistantService {
String? excludeEventId,
List<EventEquipment> currentAssignedEquipment = const [],
List<EventEquipment> workingProposalEquipment = const [],
AiEquipmentDocument? document,
}) async {
final payload = <String, dynamic>{
'startDate': startDate.toIso8601String(),
@@ -94,12 +110,23 @@ class AiEquipmentAssistantService {
if (eventTypeId != null) payload['eventTypeId'] = eventTypeId;
if (excludeEventId != null) payload['excludeEventId'] = excludeEventId;
if (document != null) {
payload['document'] = {
'mimeType': document.mimeType,
'data': document.base64Data,
if (document.fileName != null) 'fileName': document.fileName,
};
}
try {
DebugLog.info('[AiEquipmentAssistantService] Calling aiEquipmentProposal Cloud Function');
final result = await _apiService.call('aiEquipmentProposal', payload);
final assistantMessage = result['assistantMessage']?.toString().trim() ?? '';
final proposal = _parseProposal(result['proposal']);
final rawLogs = result['debugLogs'];
final debugLogs = (rawLogs is List) ? rawLogs.map((e) => e.toString()).toList() : <String>[];
DebugLog.info(
'[AiEquipmentAssistantService] Response received, items: ${proposal?.items.length ?? 0}',
@@ -110,6 +137,7 @@ class AiEquipmentAssistantService {
? assistantMessage
: 'Je n\'ai pas pu générer de réponse.',
proposal: proposal,
debugLogs: debugLogs,
);
} on ApiException catch (e) {
DebugLog.error('[AiEquipmentAssistantService] API error', e);
@@ -148,7 +176,11 @@ class AiEquipmentAssistantService {
quantity: quantity,
rationale: rationale,
));
eventEquipmentList.add(EventEquipment(equipmentId: equipmentId, quantity: quantity));
eventEquipmentList.add(EventEquipment(
equipmentId: equipmentId,
quantity: quantity,
rationale: rationale,
));
}
}
em2rp/lib/views/equipment_form_page.dart
+3 -3
View File
@@ -163,11 +163,11 @@ class _EquipmentFormPageState extends State<EquipmentFormPage> {
TextFormField(
controller: _identifierController,
decoration: InputDecoration(
labelText: 'Identifiant *',
labelText: 'Identifiant (Laissez vide pour auto-génération) *',
border: const OutlineInputBorder(),
prefixIcon: const Icon(Icons.tag),
hintText: isEditing ? null : 'Laissez vide pour générer automatiquement',
helperText: isEditing ? 'Non modifiable' : 'Format auto: {Marque4Chars}_{Modèle}',
hintText: isEditing ? null : 'Auto-attribué par défaut',
helperText: isEditing ? 'Non modifiable' : 'Génération auto recommandée basée sur Marque/Modèle',
),
enabled: !isEditing,
validator: (value) {
em2rp/lib/views/widgets/event_form/ai_equipment_assistant_dialog.dart
+361 -40
View File
@@ -1,6 +1,9 @@
import 'package:em2rp/models/event_model.dart';
import 'package:em2rp/services/ai_equipment_assistant_service.dart';
import 'package:flutter/material.dart';
import 'package:flutter/services.dart';
import 'package:file_picker/file_picker.dart';
import 'dart:convert';
/// Résultat retourné par le dialog après confirmation de la proposition IA.
class AiProposalResult {
@@ -47,6 +50,8 @@ class _AiEquipmentAssistantDialogState
String? _errorMessage;
AiEquipmentProposal? _latestProposal;
late List<EventEquipment> _workingEquipment;
AiEquipmentDocument? _selectedDocument;
List<String> _sessionLogs = [];
@override
void initState() {
@@ -90,12 +95,17 @@ class _AiEquipmentAssistantDialogState
setState(() {
_errorMessage = null;
_messages.add(_AssistantChatMessage.user(userMessage));
if (_selectedDocument != null) {
_messages.add(_AssistantChatMessage.user('[Document joint : ${_selectedDocument!.fileName ?? "Document"}]'));
}
_isLoading = true;
});
_scrollToBottom();
try {
final documentToSend = _selectedDocument;
_selectedDocument = null; // Clear after sending
final response = await _assistantService
.generateProposal(
startDate: widget.startDate,
@@ -105,6 +115,7 @@ class _AiEquipmentAssistantDialogState
currentAssignedEquipment: widget.currentAssignedEquipment,
workingProposalEquipment: _workingEquipment,
userMessage: userMessage,
document: documentToSend,
history: _messages
.map((message) => AiAssistantChatTurn(
isUser: message.isUser, text: message.text))
@@ -124,6 +135,7 @@ class _AiEquipmentAssistantDialogState
response.proposal!.asEventEquipment,
);
}
_sessionLogs.addAll(response.debugLogs);
_isLoading = false;
});
_scrollToBottom();
@@ -159,6 +171,91 @@ class _AiEquipmentAssistantDialogState
});
}
Future<void> _pickDocument() async {
try {
final result = await FilePicker.platform.pickFiles(
type: FileType.custom,
allowedExtensions: ['pdf', 'txt', 'jpg', 'jpeg', 'png'],
withData: true,
);
if (result != null && result.files.isNotEmpty) {
final file = result.files.first;
if (file.bytes != null) {
final base64String = base64Encode(file.bytes!);
String mimeType = 'application/octet-stream';
if (file.extension == 'pdf') mimeType = 'application/pdf';
else if (file.extension == 'txt') mimeType = 'text/plain';
else if (file.extension == 'jpg' || file.extension == 'jpeg') mimeType = 'image/jpeg';
else if (file.extension == 'png') mimeType = 'image/png';
setState(() {
_selectedDocument = AiEquipmentDocument(
base64Data: base64String,
mimeType: mimeType,
fileName: file.name,
);
});
}
}
} catch (e) {
if (mounted) {
setState(() {
_errorMessage = 'Erreur lors de la selection du document : $e';
});
}
}
}
void _showLogsDialog() {
showDialog(
context: context,
builder: (context) {
return AlertDialog(
title: const Text('Logs de l\'IA'),
content: SizedBox(
width: 800,
height: 600,
child: ListView.builder(
itemCount: _sessionLogs.length,
itemBuilder: (context, index) {
final log = _sessionLogs[index];
final isError = log.startsWith('[ERROR]');
return Padding(
padding: const EdgeInsets.symmetric(vertical: 4),
child: Text(
log,
style: TextStyle(
fontFamily: 'monospace',
fontSize: 12,
color: isError ? Colors.red : Colors.black87,
),
),
);
},
),
),
actions: [
TextButton(
onPressed: () {
final fullLogs = _sessionLogs.join('\n');
Clipboard.setData(ClipboardData(text: fullLogs));
ScaffoldMessenger.of(context).showSnackBar(
const SnackBar(content: Text('Logs copiés dans le presse-papiers')),
);
},
child: const Text('Copier tout'),
),
TextButton(
onPressed: () => Navigator.of(context).pop(),
child: const Text('Fermer'),
),
],
);
},
);
}
@override
Widget build(BuildContext context) {
return Dialog(
@@ -172,6 +269,12 @@ class _AiEquipmentAssistantDialogState
automaticallyImplyLeading: false,
title: const Text('Assistant IA Logisticien'),
actions: [
if (_sessionLogs.isNotEmpty)
IconButton(
icon: const Icon(Icons.bug_report),
tooltip: 'Voir les logs',
onPressed: _showLogsDialog,
),
IconButton(
icon: const Icon(Icons.close),
onPressed:
@@ -208,8 +311,12 @@ class _AiEquipmentAssistantDialogState
child: CircularProgressIndicator(strokeWidth: 2),
),
SizedBox(width: 12),
Text(
'Generation en cours... verification du materiel et disponibilites.'),
Expanded(
child: const Text(
'Generation en cours... verification du materiel et disponibilites. (Cela peut prendre jusqu\'a une minute en cas de forte affluence)',
textAlign: TextAlign.left,
),
),
],
),
),
@@ -230,10 +337,42 @@ class _AiEquipmentAssistantDialogState
),
if (_latestProposal != null)
_buildProposalSummary(_latestProposal!),
if (_selectedDocument != null)
Padding(
padding: const EdgeInsets.only(left: 16, right: 16, top: 8),
child: Row(
children: [
const Icon(Icons.attach_file, color: Colors.blue, size: 20),
const SizedBox(width: 8),
Expanded(
child: Text(
_selectedDocument!.fileName ?? 'Document joint',
style: const TextStyle(color: Colors.blue, fontWeight: FontWeight.w500),
maxLines: 1,
overflow: TextOverflow.ellipsis,
),
),
IconButton(
icon: const Icon(Icons.close, size: 20),
onPressed: () {
setState(() {
_selectedDocument = null;
});
},
tooltip: 'Retirer le document',
),
],
),
),
Padding(
padding: const EdgeInsets.all(16),
child: Row(
children: [
IconButton(
icon: const Icon(Icons.attach_file),
onPressed: _isLoading ? null : _pickDocument,
tooltip: 'Joindre un devis ou document',
),
Expanded(
child: TextField(
controller: _messageController,
@@ -274,17 +413,140 @@ class _AiEquipmentAssistantDialogState
child: Container(
margin: const EdgeInsets.only(bottom: 10),
constraints: const BoxConstraints(maxWidth: 560),
padding: const EdgeInsets.symmetric(horizontal: 12, vertical: 10),
padding: const EdgeInsets.symmetric(horizontal: 16, vertical: 12),
decoration: BoxDecoration(
color: bubbleColor,
borderRadius: BorderRadius.circular(12),
borderRadius: BorderRadius.only(
topLeft: const Radius.circular(16),
topRight: const Radius.circular(16),
bottomLeft: Radius.circular(message.isUser ? 16 : 4),
bottomRight: Radius.circular(message.isUser ? 4 : 16),
),
boxShadow: [
BoxShadow(
color: Colors.black.withValues(alpha: 0.05),
blurRadius: 4,
offset: const Offset(0, 2),
),
],
border:
message.isUser ? null : Border.all(color: Colors.grey.shade300),
),
child: Text(
message.text,
style: TextStyle(color: textColor),
message.isUser ? null : Border.all(color: Colors.grey.shade200),
),
child: message.isUser
? Text(message.text, style: TextStyle(color: textColor))
: _buildAssistantMessageContent(message.text),
),
);
}
Widget _buildAssistantMessageContent(String text) {
// Si le message semble structuré par l'IA avec nos nouvelles règles
if (text.contains('Matériel ajouté :') || text.contains('Matériel non trouvé')) {
final sections = text.split('\n\n');
return Column(
crossAxisAlignment: CrossAxisAlignment.start,
children: sections.map((section) {
final isAdded = section.contains('Matériel ajouté :');
final isMissing = section.contains('Matériel non trouvé');
if (isAdded) {
return _buildStatusSection(
title: section.split('\n').first,
content: section.split('\n').skip(1).join('\n'),
icon: Icons.check_circle_outline,
color: Colors.green.shade700,
bgColor: Colors.green.shade50,
);
} else if (isMissing) {
return _buildStatusSection(
title: section.split('\n').first,
content: section.split('\n').skip(1).join('\n'),
icon: Icons.warning_amber_rounded,
color: Colors.orange.shade800,
bgColor: Colors.orange.shade50,
);
}
return Padding(
padding: const EdgeInsets.only(bottom: 8.0),
child: Text(section),
);
}).toList(),
);
}
return Text(text);
}
Widget _buildStatusSection({
required String title,
required String content,
required IconData icon,
required Color color,
required Color bgColor,
}) {
return Container(
width: double.infinity,
margin: const EdgeInsets.only(bottom: 12),
padding: const EdgeInsets.all(12),
decoration: BoxDecoration(
color: bgColor,
borderRadius: BorderRadius.circular(8),
border: Border.all(color: color.withValues(alpha: 0.3)),
),
child: Column(
crossAxisAlignment: CrossAxisAlignment.start,
children: [
Row(
children: [
Icon(icon, size: 18, color: color),
const SizedBox(width: 8),
Text(
title.replaceAll(':', '').trim(),
style: TextStyle(
fontWeight: FontWeight.bold,
color: color,
),
),
],
),
if (content.trim().isNotEmpty) ...[
const SizedBox(height: 8),
Text(
content.trim(),
style: TextStyle(fontSize: 13, color: Colors.grey.shade800),
),
],
],
),
);
}
void _confirmProposal({bool excludeAlternatives = false}) {
if (_latestProposal == null) return;
List<EventEquipment> equipment = List.from(_latestProposal!.asEventEquipment);
List<String> containerIds = List.from(_latestProposal!.containerIds);
if (excludeAlternatives) {
// On utilise la liste des items d'origine pour savoir lesquels exclure
// car ils contiennent le champ rationale (avant conversion en EventEquipment)
final idsToExclude = _latestProposal!.items
.where((item) {
final rationale = item.rationale.toLowerCase();
return rationale.contains('alternative') ||
rationale.contains('remplacement') ||
rationale.contains('indisponible');
})
.map((item) => item.equipmentId)
.toSet();
equipment = equipment.where((eq) => !idsToExclude.contains(eq.equipmentId)).toList();
}
Navigator.of(context).pop(
AiProposalResult(
equipment: equipment,
containerIds: containerIds,
),
);
}
@@ -293,21 +555,38 @@ class _AiEquipmentAssistantDialogState
return Container(
width: double.infinity,
margin: const EdgeInsets.fromLTRB(16, 8, 16, 0),
padding: const EdgeInsets.all(12),
constraints: const BoxConstraints(maxHeight: 240),
padding: const EdgeInsets.all(16),
constraints: const BoxConstraints(maxHeight: 280),
decoration: BoxDecoration(
color: Colors.green.shade50,
borderRadius: BorderRadius.circular(10),
border: Border.all(color: Colors.green.shade200),
color: Colors.indigo.shade50,
borderRadius: BorderRadius.circular(12),
border: Border.all(color: Colors.indigo.shade200),
boxShadow: [
BoxShadow(
color: Colors.black.withValues(alpha: 0.05),
blurRadius: 10,
offset: const Offset(0, 4),
),
],
),
child: Column(
crossAxisAlignment: CrossAxisAlignment.start,
children: [
const Text(
'Recapitulatif propose',
style: TextStyle(fontWeight: FontWeight.bold),
Row(
children: [
const Icon(Icons.assignment_turned_in, color: Colors.indigo),
const SizedBox(width: 12),
const Text(
'Récapitulatif de la proposition IA',
style: TextStyle(
fontWeight: FontWeight.bold,
fontSize: 16,
color: Colors.indigo,
),
),
],
),
const SizedBox(height: 8),
const SizedBox(height: 12),
Flexible(
child: Scrollbar(
controller: _proposalScrollController,
@@ -319,28 +598,58 @@ class _AiEquipmentAssistantDialogState
crossAxisAlignment: CrossAxisAlignment.start,
mainAxisSize: MainAxisSize.min,
children: [
Text(proposal.summary),
Text(
proposal.summary,
style: const TextStyle(fontStyle: FontStyle.italic),
),
if (proposal.items.isNotEmpty) ...[
const SizedBox(height: 8),
const SizedBox(height: 12),
const Text(
'Matériel individuel :',
style: TextStyle(fontWeight: FontWeight.bold, fontSize: 13),
),
const SizedBox(height: 4),
...proposal.items.map((item) {
final isAlt = item.rationale.toLowerCase().contains('alternative') || item.rationale.toLowerCase().contains('remplacement');
return Padding(
padding: const EdgeInsets.only(bottom: 4),
child: Text(
'- ${item.equipmentId} x${item.quantity} - ${item.rationale}',
padding: const EdgeInsets.only(bottom: 6, left: 4),
child: Row(
crossAxisAlignment: CrossAxisAlignment.start,
children: [
Icon(
isAlt ? Icons.swap_horiz : Icons.add_circle_outline,
size: 14,
color: isAlt ? Colors.orange : Colors.indigo,
),
const SizedBox(width: 8),
Expanded(
child: Text(
'${item.equipmentId} x${item.quantity}',
style: const TextStyle(fontWeight: FontWeight.w500)
),
),
],
),
);
}),
],
if (proposal.containerIds.isNotEmpty) ...[
const SizedBox(height: 8),
const SizedBox(height: 12),
const Text(
'Boites proposees :',
style: TextStyle(fontWeight: FontWeight.w600),
'Fly-cases & Boîtes :',
style: TextStyle(fontWeight: FontWeight.bold, fontSize: 13),
),
const SizedBox(height: 4),
...proposal.containerIds.map((id) {
return Padding(
padding: const EdgeInsets.only(bottom: 4),
child: Text('- $id'),
padding: const EdgeInsets.only(bottom: 6, left: 4),
child: Row(
children: [
const Icon(Icons.inventory_2_outlined, size: 14, color: Colors.indigo),
const SizedBox(width: 8),
Text(id, style: const TextStyle(fontWeight: FontWeight.w500)),
],
),
);
}),
],
@@ -349,18 +658,30 @@ class _AiEquipmentAssistantDialogState
),
),
),
const SizedBox(height: 10),
ElevatedButton.icon(
onPressed: _isLoading
? null
: () => Navigator.of(context).pop(
AiProposalResult(
equipment: proposal.asEventEquipment,
containerIds: proposal.containerIds,
),
),
icon: const Icon(Icons.add_task),
label: const Text('Confirmer et Ajouter'),
const SizedBox(height: 12),
Wrap(
spacing: 12,
runSpacing: 8,
children: [
ElevatedButton.icon(
onPressed: _isLoading ? null : () => _confirmProposal(),
icon: const Icon(Icons.check),
label: const Text('Tout ajouter'),
style: ElevatedButton.styleFrom(
backgroundColor: Colors.indigo,
foregroundColor: Colors.white,
),
),
OutlinedButton.icon(
onPressed: _isLoading ? null : () => _confirmProposal(excludeAlternatives: true),
icon: const Icon(Icons.filter_list_off),
label: const Text('Ajouter sans alternatives'),
style: OutlinedButton.styleFrom(
foregroundColor: Colors.indigo,
side: const BorderSide(color: Colors.indigo),
),
),
],
),
],
),
em2rp/lib/views/widgets/event_form/event_assigned_equipment_section.dart
+23 -2
View File
@@ -257,7 +257,7 @@ class _EventAssignedEquipmentSectionState
_applyAiProposal(result);
}
void _applyAiProposal(AiProposalResult result) {
void _applyAiProposal(AiProposalResult result) async {
final existingById = {
for (final equipment in widget.assignedEquipment)
equipment.equipmentId: equipment,
@@ -268,9 +268,30 @@ class _EventAssignedEquipmentSectionState
if (existing == null) {
return proposed;
}
return existing.copyWith(quantity: proposed.quantity);
return existing.copyWith(quantity: proposed.quantity, rationale: proposed.rationale);
}).toList();
// 🔧 FIX: Pour chaque container ajouté par l'IA, ajouter aussi ses équipements enfants
if (result.containerIds.isNotEmpty) {
final containerProvider = context.read<ContainerProvider>();
final containers = await containerProvider.getContainersByIds(result.containerIds);
for (var container in containers) {
for (var childEquipmentId in container.equipmentIds) {
// Vérifier si l'équipement enfant n'est pas déjà dans la liste (ou déjà ajouté par la proposition)
final exists = updatedEquipment.any((eq) => eq.equipmentId == childEquipmentId);
if (!exists) {
updatedEquipment.add(EventEquipment(
equipmentId: childEquipmentId,
quantity: 1,
rationale: 'Inclus dans ${container.id}',
));
DebugLog.info('[EventAssignedEquipmentSection] AI adding child equipment $childEquipmentId from container ${container.id}');
}
}
}
}
final updatedContainers = [...widget.assignedContainers];
for (final containerId in result.containerIds) {
if (!updatedContainers.contains(containerId)) {