Input path: /home/debian/html/nutritwin/output_llm/66d497866e09c/input.json
Output path: /home/debian/html/nutritwin/output_llm/66d497866e09c/output.json
Input text: Marche 40 minutes
DB path: __deriveddata__/DerivedObjects/Data/KcalMeDB_fr.sl3
Picto path: __deriveddata__/DerivedObjects/Data/PictoMatcherNetNG_fr.json
Sport grounding path: __deriveddata__/DerivedObjects/Data/DerivedSportMET.json
==================================================================================================================================
Prompt from user: Marche 40 minutes
==================================================================================================================================

==================================== Prompt =============================================
Identify in this list of intents: ["Identify food consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###Marche 40 minutes###. 
 Format the result in JSON format: {intents: []}.
=========================================================================================


------------------------------ LLM Raw response -----------------------------
```json
{
  "intents": ["Identify the user physical activity"]
}
```
-----------------------------------------------------------------------------

----------------- Make it compliant ------------------
```json
{
  "intents": ["Identify the user physical activity"]
}
```
------------------------------------------------------

------------------------ After simplification ------------------------
{  "intents": ["Identify the user physical activity"]}
----------------------------------------------------------------------

==================================== Prompt =============================================

Convert this natural language query : """Marche 40 minutes""" into an array in JSON of sport or physical activities.

Provide a solution in JSON without explanation.

Use only the ontology described in this Turtle/RDF model:

"""
@prefix activity: <http://www.3dminded.com/RDF/ontology/activity#> .

@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix prov: <http://www.w3.org/ns/prov#> .

activity: a owl:Ontology ;
    rdfs:comment "Definition of the sport and physical activity archetype"@en .

activity:name a owl:DatatypeProperty;
    rdfs:label "name"@en;
    rdfs:comment "Sport or physical activity identifier, the name should not contain information related to duration.It is mandatory. Ignore the negative action. Keep the same language"@en;
    rdfs:range xsd:string.

activity:duration a owl:DatatypeProperty ;
    rdfs:label "duration"@en;
    rdfs:comment "t is the time spent to practise the activity or the sport. This duration must be in minute. If the duration is unknown, set duration to 0. A full day of activity is equivalent to a duration of 8 hours. A half day of activity is equivalent to a duration of 4 hours."@en;
    rdfs:range xsd:integer.


# Define the enumeration class
activity:EnumActivity a rdfs:Class .

activity:BasketBall a activity:EnumActivity ;
    rdfs:label "Basket-ball"@fr .
activity:Cyclisme a activity:EnumActivity ;
    rdfs:label "Cyclisme"@fr .
activity:Boxe a activity:EnumActivity ;
    rdfs:label "Boxe"@fr .
activity:Danse a activity:EnumActivity ;
    rdfs:label "Danse"@fr .
activity:Zumba a activity:EnumActivity ;
    rdfs:label "Zumba"@fr .
activity:PlongeeSousMarine a activity:EnumActivity ;
    rdfs:label "Plongée sous-marine"@fr .
activity:Escrime a activity:EnumActivity ;
    rdfs:label "Escrime"@fr .
activity:Football a activity:EnumActivity ;
    rdfs:label "Football"@fr .
activity:Jardinage a activity:EnumActivity ;
    rdfs:label "Jardinage"@fr .
activity:Golf a activity:EnumActivity ;
    rdfs:label "Golf"@fr .
activity:Gymnastique a activity:EnumActivity ;
    rdfs:label "Gymnastique"@fr .
activity:Judo a activity:EnumActivity ;
    rdfs:label "Judo"@fr .
activity:Karate a activity:EnumActivity ;
    rdfs:label "Karaté"@fr .
activity:CordeASauter a activity:EnumActivity ;
    rdfs:label "Corde à sauter"@fr .
activity:RameurDAppartement a activity:EnumActivity ;
    rdfs:label "Rameur d'appartement"@fr .
activity:CourseAPied a activity:EnumActivity ;
    rdfs:label "Course à pied"@fr .
activity:FaireLAmour a activity:EnumActivity ;
    rdfs:label "Faire l'amour"@fr .
activity:SkiDeDescente a activity:EnumActivity ;
    rdfs:label "Ski de descente"@fr .
activity:Natation a activity:EnumActivity ;
    rdfs:label "Natation"@fr .
activity:Tennis a activity:EnumActivity ;
    rdfs:label "Tennis"@fr .
activity:TapisDeCourse a activity:EnumActivity ;
    rdfs:label "Tapis de course"@fr .
activity:SkiDeFond a activity:EnumActivity ;
    rdfs:label "Ski de fond"@fr .
activity:VeloDAppartement a activity:EnumActivity ;
    rdfs:label "Vélo d'appartement"@fr .
activity:Aquabiking a activity:EnumActivity ;
    rdfs:label "Aquabiking"@fr .
activity:VeloElliptique a activity:EnumActivity ;
    rdfs:label "Vélo elliptique"@fr .
activity:Equitation a activity:EnumActivity ;
    rdfs:label "Equitation"@fr .
activity:Escalade a activity:EnumActivity ;
    rdfs:label "Escalade"@fr .
activity:PatinsEnLigne a activity:EnumActivity ;
    rdfs:label "Patins en ligne"@fr .
activity:TennisDeTable a activity:EnumActivity ;
    rdfs:label "Tennis de table"@fr .
activity:Marche a activity:EnumActivity ;
    rdfs:label "Marche"@fr .
activity:MarcheAvecUnChien a activity:EnumActivity ;
    rdfs:label "Marche avec un chien"@fr .
activity:TachesMenageres a activity:EnumActivity ;
    rdfs:label "Tâches ménagères"@fr .
activity:MarcheNordique a activity:EnumActivity ;
    rdfs:label "Marche nordique"@fr .


activity:event a owl:DatatypeProperty ;
    rdfs:label "event"@en;
    rdfs:comment "Event of eating or drinking. Each must have an event"@en;
    rdfs:range xsd:string.

activity:intent a activity:event ;
    rdfs:label "intent"@en ;
    rdfs:comment "When the event should happen"@en.
activity:declaration a activity:event ;
    rdfs:label "declaration"@en ;
    rdfs:comment "When the event has already occured"@en.
activity:unknownEvent a activity:event ;
    rdfs:label "unknown"@en ;
    rdfs:comment "When the event is unknown in the day, it is the default value"@en.

activity:enumIntensity a rdfs:Class .

activity:intensity a owl:DatatypeProperty ;
    rdfs:label "intensity"@en;
    rdfs:comment "Sport or activity intensity"@en;
    rdfs:range activity:enumIntensity .

activity:lowLevel a activity:enumIntensity ;
    rdfs:label "low"@en ;
    rdfs:comment "When the activity intensity is low"@en.
activity:moderateLevel a activity:enumIntensity ;
    rdfs:label "moderate"@en ;
    rdfs:comment "When the activity intensity is moderate"@en.
activity:highLevel a activity:enumIntensity ;
    rdfs:label "high"@en ;
    rdfs:comment "When the activity intensity is high"@en.
activity:intenseLevel a activity:enumIntensity ;
    rdfs:label "intense"@en ;
    rdfs:comment "When the activity intensity is intense"@en.
activity:veryIntenseLevel a activity:enumIntensity ;
    rdfs:label "very intense"@en ;
    rdfs:comment "When the activity intensity is very intense or like a daredevil or like a madman or I sweat a lot"@en.
activity:unknownLevel a activity:enumIntensity ;
    rdfs:label "unknown"@en ;
    rdfs:comment "When the activity intensity is unknown, it is the default value"@en.

"""



=========================================================================================


------------------------------ LLM Raw response -----------------------------
```json
[
    {
        "name": "Marche",
        "duration": 40
    }
]
```
-----------------------------------------------------------------------------

----------------- Make it compliant ------------------
```json
[
    {
        "name": "Marche",
        "duration": 40
    }
]
```
------------------------------------------------------

------------------------ After simplification ------------------------
[    {        "name": "Marche",        "duration": 40    }]
----------------------------------------------------------------------

--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'Marche', 'duration': 40}], 'cost': 0.0}
--------------------------------------------------------------------------------

--------------------------------- final result -----------------------------------
{'prompt': 'Marche 40 minutes', 'intents': ['Identify the user physical activity'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [], 'activity': [{'trigram': 'WAL', 'duration': 40, 'event': '', 'level': 'WAL41'}], 'response': {}}, 'cputime': 1.7845277786254883}
----------------------------------------------------------------------------------
LLM CPU Time: 1.7845277786254883