init

2022-11-08 21:19:51 +01:00
commit 4c456eafc3
160 changed files with 21472 additions and 0 deletions
--- a/backend-django/backend/utils_calcul.py
+++ b/backend-django/backend/utils_calcul.py
@@ -0,0 +1,192 @@
+"""
+Ce module contient la fonction permettant de démarrer le scoring sur le sous-vivier désiré
+"""
+
+import time
+
+from django.utils import timezone
+
+from .models import Calcul
+from .models import StatutCalculChoices as StatutCalcul
+from .utils.logging import get_logger
+from .utils_extraction import to_table_liste_preference, to_table_liste_preference_selectif
+from .utils_insertion import (insert_liste_preference, insert_matching,
+                              insert_Notation)
+from .utils_matching import (matching_parfait, preprocess_matching,
+                             preprocess_matchingSelectif)
+from .utils_scoring import notations, notations_liste
+
+logger = get_logger(__name__)
+
+# Fonction de lancement du scoring
+def lancer_calculs(pam_id,sv_id):
+    """
+    Fonction de lancement du calcul du scoring
+
+    :param sv_id: L'id de sous vivier étudié
+    :type sv_id: char
+    """
+    Statut = StatutCalcul
+    statut = Statut.TERMINE
+    pourcentage_incr = 16.67
+    calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id),pam_id=pam_id,sous_vivier_id=sv_id)
+    start_time = time.time()
+    logger.info('---------------------Scoring beginning------------------------')
+    notations_list = notations(pam_id,sv_id)
+    logger.info('---------------------Scoring ending---------------------------')
+
+    calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id),pam_id=pam_id,sous_vivier_id=sv_id)
+    calcul.ca_statut_pourcentage += pourcentage_incr
+    calcul.ca_statut_pourcentage = round(calcul.ca_statut_pourcentage, 2)
+    calcul.save()
+    if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+        raise Exception('Arret du calcul')
+
+    logger.info("------------------Scoring time -- %d seconds -----------------", time.time() - start_time)
+    start_time_insert = time.time()
+    logger.info('---------------------insert scoring results begining-----------')
+    insert_Notation(notations_list,pam_id,sv_id)
+    logger.info('---------------------insert scoring results ending-----------')
+
+    calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id),pam_id=pam_id,sous_vivier_id=sv_id)
+    calcul.ca_statut_pourcentage += pourcentage_incr
+    calcul.ca_statut_pourcentage = round(calcul.ca_statut_pourcentage, 2)
+    calcul.save()
+    if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+        raise Exception('Arret du calcul')
+
+    logger.info("------------------Insert time -- %d seconds -----------------", time.time() - start_time_insert)
+
+    start_time2 = time.time()
+    logger.info('---------------------Preference list creation beginning-----------------')
+    df_preference = to_table_liste_preference(pam_id,sv_id)
+
+    logger.info('---------------------Preference list creation ending-------------------')
+    calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id),pam_id=pam_id,sous_vivier_id=sv_id)
+    calcul.ca_statut_pourcentage += pourcentage_incr
+    calcul.ca_statut_pourcentage = round(calcul.ca_statut_pourcentage, 2)
+    calcul.save()
+    if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+        raise Exception('Arret du calcul')
+
+    try:
+
+
+        start_time3 = time.time()
+        logger.info('---------------------Matching beginning------------------------')
+        proposant, disposant, capacite = preprocess_matching(pam_id, sv_id, df_preference)
+        results = matching_parfait(proposant, disposant, capacite)
+        logger.info('---------------------Matching ending---------------------------')
+
+        calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id),pam_id=pam_id,sous_vivier_id=sv_id)
+        calcul.ca_statut_pourcentage += pourcentage_incr
+        calcul.ca_statut_pourcentage = round(calcul.ca_statut_pourcentage, 2)
+        calcul.save()
+        if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+            raise Exception('Arret du calcul')
+
+        logger.info("------------------Matching time -- %d seconds -----------------", time.time() - start_time3)
+        start_time_insert = time.time()
+        logger.info('---------------------insert matching results begining-----------')
+        insert_matching(results, pam_id)
+        logger.info('---------------------insert matching results ending-----------')
+
+        calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id),pam_id=pam_id,sous_vivier_id=sv_id)
+        calcul.ca_statut_pourcentage = 100
+        calcul.save()
+        if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+            raise Exception('Arret du calcul')
+
+        logger.info("------------------Insert time -- %d seconds -----------------", time.time() - start_time_insert)
+    except Exception as e:
+        logger.warning('Arret du scoring, veuillez renseigner au moins un département',e)
+
+
+
+# Fonction de lancement du scoring sélectif
+def lancer_calculSelectif(sv_id, pam_id, l_a_id, l_p_id):
+    """
+    Fonction de lancement du calcul du scoring sélectif
+
+    :param sv_id: L'id de sous vivier étudié
+    :param l_a_id: Liste d'ids d'administrés
+    :param l_p_id: Liste d'ids de postes
+    :type sv_id: char
+    """
+    Statut = StatutCalcul
+    pourcentage_incr = 16.67
+    calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id)+'selectif',pam_id=pam_id,sous_vivier_id=sv_id)
+    start_time = time.time()
+    logger.info('---------------------Scoring beginning------------------------')
+    notations_list = notations_liste(sv_id, pam_id, l_a_id, l_p_id)
+    logger.info('---------------------Scoring ending---------------------------')
+
+    calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id)+'selectif',pam_id=pam_id,sous_vivier_id=sv_id)
+    calcul.ca_statut_pourcentage += pourcentage_incr
+    calcul.ca_statut_pourcentage = round(calcul.ca_statut_pourcentage, 2)
+    calcul.save()
+    if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+        raise Exception('Arret du calcul')
+
+    logger.info("------------------Scoring time -- %d seconds -----------------", time.time() - start_time)
+    start_time_insert = time.time()
+    logger.info('---------------------insert scoring results begining-----------')
+    insert_Notation(notations_list, pam_id, sv_id)
+    logger.info('---------------------insert scoring results ending-----------')
+
+    calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id)+'selectif',pam_id=pam_id,sous_vivier_id=sv_id)
+    calcul.ca_statut_pourcentage += pourcentage_incr
+    calcul.ca_statut_pourcentage = round(calcul.ca_statut_pourcentage, 2)
+    calcul.save()
+    if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+        raise Exception('Arret du calcul')
+
+    logger.info("------------------Insert time -- %d seconds -----------------", time.time() - start_time_insert)
+
+    start_time2 = time.time()
+    logger.info('---------------------Preference list creation beginning-----------------')
+    df_preference = to_table_liste_preference_selectif(sv_id, pam_id,l_a_id,l_p_id)
+
+    logger.info('---------------------Preference list creation ending-------------------')
+    calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id)+'selectif',pam_id=pam_id,sous_vivier_id=sv_id)
+    calcul.ca_statut_pourcentage += pourcentage_incr
+    calcul.ca_statut_pourcentage = round(calcul.ca_statut_pourcentage, 2)
+    calcul.save()
+    if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+        raise Exception('Arret du calcul')
+
+    try:
+
+
+        start_time3 = time.time()
+        logger.info('---------------------Matching beginning------------------------')
+        proposant, disposant, capacite = preprocess_matchingSelectif(sv_id, pam_id,l_a_id,l_p_id, df_preference)
+        results = matching_parfait(proposant, disposant, capacite)
+        logger.info('---------------------Matching ending---------------------------')
+
+        calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id)+'selectif',pam_id=pam_id,sous_vivier_id=sv_id)
+        calcul.ca_statut_pourcentage += pourcentage_incr
+        calcul.ca_statut_pourcentage = round(calcul.ca_statut_pourcentage, 2)
+        calcul.save()
+        if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+            raise Exception('Arret du calcul')
+
+        logger.info("------------------Matching time -- %d seconds -----------------", time.time() - start_time3)
+        start_time_insert = time.time()
+        logger.info('---------------------insert matching results begining-----------')
+        insert_matching(results, pam_id)
+        logger.info('---------------------insert matching results ending-----------')
+
+        calcul = Calcul.objects.get(id=str(sv_id)+str(pam_id)+'selectif',pam_id=pam_id,sous_vivier_id=sv_id)
+        calcul.ca_statut_pourcentage = 100
+        calcul.save()
+        if calcul.ca_statut == Statut.EN_ATTENTE_ARRET:
+            raise Exception('Arret du calcul')
+
+        logger.info("------------------Insert time -- %d seconds -----------------", time.time() - start_time_insert)
+    except Exception as e:
+        logger.warning('Arret du scoring, veuillez renseigner au moins un département',e)
+
+    return
+
+