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Add AI insights feature

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This commit is contained in:
Urtzi Alfaro
2025-12-15 21:14:22 +01:00
parent 5642b5a0c0
commit c566967bea
39 changed files with 17729 additions and 404 deletions
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65
services/production/app/api/internal_demo.py
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@@ -358,13 +358,66 @@ async def clone_demo_data(
except KeyError:
process_stage_value = None
# Transform foreign key references (product_id, recipe_id, order_id, forecast_id)
transformed_product_id = None
if batch_data.get('product_id'):
try:
transformed_product_id = str(transform_id(batch_data['product_id'], virtual_uuid))
except (ValueError, Exception) as e:
logger.warning("Failed to transform product_id",
product_id=batch_data.get('product_id'),
error=str(e))
transformed_recipe_id = None
if batch_data.get('recipe_id'):
try:
transformed_recipe_id = str(transform_id(batch_data['recipe_id'], virtual_uuid))
except (ValueError, Exception) as e:
logger.warning("Failed to transform recipe_id",
recipe_id=batch_data.get('recipe_id'),
error=str(e))
transformed_order_id = None
if batch_data.get('order_id'):
try:
transformed_order_id = str(transform_id(batch_data['order_id'], virtual_uuid))
except (ValueError, Exception) as e:
logger.warning("Failed to transform order_id",
order_id=batch_data.get('order_id'),
error=str(e))
transformed_forecast_id = None
if batch_data.get('forecast_id'):
try:
transformed_forecast_id = str(transform_id(batch_data['forecast_id'], virtual_uuid))
except (ValueError, Exception) as e:
logger.warning("Failed to transform forecast_id",
forecast_id=batch_data.get('forecast_id'),
error=str(e))
# Transform equipment_used array
transformed_equipment = []
if batch_data.get('equipment_used'):
for equip_id in batch_data['equipment_used']:
try:
transformed_equipment.append(str(transform_id(equip_id, virtual_uuid)))
except (ValueError, Exception) as e:
logger.warning("Failed to transform equipment_id",
equipment_id=equip_id,
error=str(e))
# staff_assigned contains user IDs - these should NOT be transformed
# because they reference actual user accounts which are NOT cloned
# The demo uses the same user accounts across all virtual tenants
staff_assigned = batch_data.get('staff_assigned', [])
new_batch = ProductionBatch(
id=str(transformed_id),
tenant_id=virtual_uuid,
batch_number=f"{session_id[:8]}-{batch_data.get('batch_number', f'BATCH-{uuid.uuid4().hex[:8].upper()}')}",
product_id=batch_data.get('product_id'),
product_id=transformed_product_id,
product_name=batch_data.get('product_name'),
recipe_id=batch_data.get('recipe_id'),
recipe_id=transformed_recipe_id,
planned_start_time=adjusted_planned_start,
planned_end_time=adjusted_planned_end,
planned_quantity=batch_data.get('planned_quantity'),
@@ -389,11 +442,11 @@ async def clone_demo_data(
waste_quantity=batch_data.get('waste_quantity'),
defect_quantity=batch_data.get('defect_quantity'),
waste_defect_type=batch_data.get('waste_defect_type'),
equipment_used=batch_data.get('equipment_used'),
staff_assigned=batch_data.get('staff_assigned'),
equipment_used=transformed_equipment,
staff_assigned=staff_assigned,
station_id=batch_data.get('station_id'),
order_id=batch_data.get('order_id'),
forecast_id=batch_data.get('forecast_id'),
order_id=transformed_order_id,
forecast_id=transformed_forecast_id,
is_rush_order=batch_data.get('is_rush_order', False),
is_special_recipe=batch_data.get('is_special_recipe', False),
is_ai_assisted=batch_data.get('is_ai_assisted', False),