276 lines
10 KiB
Python
276 lines
10 KiB
Python
##############################################################################
|
|
# ScoDoc
|
|
# Copyright (c) 1999 - 2021 Emmanuel Viennet. All rights reserved.
|
|
# See LICENSE
|
|
##############################################################################
|
|
|
|
import datetime
|
|
from flask import url_for, g
|
|
import numpy as np
|
|
import pandas as pd
|
|
|
|
from app import db
|
|
|
|
from app.comp import df_cache, moy_ue, moy_sem, inscr_mod
|
|
from app.scodoc import sco_utils as scu
|
|
from app.scodoc.sco_cache import ResultatsSemestreBUTCache
|
|
from app.scodoc.sco_exceptions import ScoFormatError
|
|
from app.scodoc import sco_preferences
|
|
from app.scodoc.sco_utils import jsnan, fmt_note
|
|
|
|
|
|
class ResultatsSemestreBUT:
|
|
"""Structure légère pour stocker les résultats du semestre et
|
|
générer les bulletins.
|
|
__init__ : charge depuis le cache ou calcule
|
|
invalidate(): invalide données cachées
|
|
"""
|
|
|
|
_cached_attrs = (
|
|
"sem_cube",
|
|
"modimpl_inscr_df",
|
|
"modimpl_coefs_df",
|
|
"etud_moy_ue",
|
|
"modimpls_evals_poids",
|
|
"modimpls_evals_notes",
|
|
)
|
|
|
|
def __init__(self, formsemestre):
|
|
self.formsemestre = formsemestre
|
|
self.ues = formsemestre.query_ues().all()
|
|
self.modimpls = formsemestre.modimpls.all()
|
|
self.etuds = self.formsemestre.etuds.all()
|
|
self.etud_index = {e.id: idx for idx, e in enumerate(self.etuds)}
|
|
self.saes = [
|
|
m for m in self.modimpls if m.module.module_type == scu.ModuleType.SAE
|
|
]
|
|
self.ressources = [
|
|
m for m in self.modimpls if m.module.module_type == scu.ModuleType.RESSOURCE
|
|
]
|
|
if not self.load_cached():
|
|
self.compute()
|
|
self.store()
|
|
|
|
def load_cached(self) -> bool:
|
|
"Load cached dataframes, returns False si pas en cache"
|
|
data = ResultatsSemestreBUTCache.get(self.formsemestre.id)
|
|
if not data:
|
|
return False
|
|
for attr in self._cached_attrs:
|
|
setattr(self, attr, data[attr])
|
|
return True
|
|
|
|
def store(self):
|
|
"Cache our dataframes"
|
|
ResultatsSemestreBUTCache.set(
|
|
self.formsemestre.id,
|
|
{attr: getattr(self, attr) for attr in self._cached_attrs},
|
|
)
|
|
|
|
def compute(self):
|
|
"Charge les notes et inscriptions et calcule toutes les moyennes"
|
|
(
|
|
self.sem_cube,
|
|
self.modimpls_evals_poids,
|
|
self.modimpls_evals_notes,
|
|
_,
|
|
) = moy_ue.notes_sem_load_cube(self.formsemestre)
|
|
self.modimpl_inscr_df = inscr_mod.df_load_modimpl_inscr(self.formsemestre)
|
|
self.modimpl_coefs_df, _, _ = moy_ue.df_load_modimpl_coefs(
|
|
self.formsemestre, ues=self.ues, modimpls=self.modimpls
|
|
)
|
|
# l'idx de la colonne du mod modimpl.id est
|
|
# modimpl_coefs_df.columns.get_loc(modimpl.id)
|
|
# idx de l'UE: modimpl_coefs_df.index.get_loc(ue.id)
|
|
self.etud_moy_ue = moy_ue.compute_ue_moys(
|
|
self.sem_cube,
|
|
self.etuds,
|
|
self.modimpls,
|
|
self.ues,
|
|
self.modimpl_inscr_df,
|
|
self.modimpl_coefs_df,
|
|
)
|
|
self.etud_moy_gen = moy_sem.compute_sem_moys(
|
|
self.etud_moy_ue, self.modimpl_coefs_df
|
|
)
|
|
|
|
def etud_ue_mod_results(self, etud, ue, modimpls) -> dict:
|
|
"dict synthèse résultats dans l'UE pour les modules indiqués"
|
|
d = {}
|
|
etud_idx = self.etud_index[etud.id]
|
|
ue_idx = self.modimpl_coefs_df.index.get_loc(ue.id)
|
|
etud_moy_module = self.sem_cube[etud_idx] # module x UE
|
|
for mi in modimpls:
|
|
coef = self.modimpl_coefs_df[mi.id][ue.id]
|
|
if coef > 0:
|
|
d[mi.module.code] = {
|
|
"id": mi.id,
|
|
"coef": coef,
|
|
"moyenne": fmt_note(
|
|
etud_moy_module[self.modimpl_coefs_df.columns.get_loc(mi.id)][
|
|
ue_idx
|
|
]
|
|
),
|
|
}
|
|
return d
|
|
|
|
def etud_ue_results(self, etud, ue):
|
|
"dict synthèse résultats UE"
|
|
d = {
|
|
"id": ue.id,
|
|
"numero": ue.numero,
|
|
"ECTS": {
|
|
"acquis": 0, # XXX TODO voir jury
|
|
"total": ue.ects,
|
|
},
|
|
"competence": None, # XXX TODO lien avec référentiel
|
|
"moyenne": {
|
|
"value": fmt_note(self.etud_moy_ue[ue.id][etud.id]),
|
|
"min": fmt_note(self.etud_moy_ue[ue.id].min()),
|
|
"max": fmt_note(self.etud_moy_ue[ue.id].max()),
|
|
"moy": fmt_note(self.etud_moy_ue[ue.id].mean()),
|
|
},
|
|
"bonus": None, # XXX TODO
|
|
"malus": None, # XXX TODO voir ce qui est ici
|
|
"capitalise": None, # "AAAA-MM-JJ" TODO
|
|
"ressources": self.etud_ue_mod_results(etud, ue, self.ressources),
|
|
"saes": self.etud_ue_mod_results(etud, ue, self.saes),
|
|
}
|
|
return d
|
|
|
|
def etud_mods_results(self, etud, modimpls) -> dict:
|
|
"""dict synthèse résultats des modules indiqués,
|
|
avec évaluations de chacun."""
|
|
d = {}
|
|
etud_idx = self.etud_index[etud.id]
|
|
for mi in modimpls:
|
|
mod_idx = self.modimpl_coefs_df.columns.get_loc(mi.id)
|
|
# moyennes indicatives (moyennes de moyennes d'UE)
|
|
moyennes_etuds = np.nan_to_num(
|
|
self.sem_cube[:, mod_idx, :].mean(axis=1),
|
|
copy=False,
|
|
)
|
|
d[mi.module.code] = {
|
|
"id": mi.id,
|
|
"titre": mi.module.titre,
|
|
"code_apogee": mi.module.code_apogee,
|
|
"url": url_for(
|
|
"notes.moduleimpl_status",
|
|
scodoc_dept=g.scodoc_dept,
|
|
moduleimpl_id=mi.id,
|
|
),
|
|
"moyenne": {
|
|
"value": fmt_note(self.sem_cube[etud_idx, mod_idx].mean()),
|
|
"min": fmt_note(moyennes_etuds.min()),
|
|
"max": fmt_note(moyennes_etuds.max()),
|
|
"moy": fmt_note(moyennes_etuds.mean()),
|
|
},
|
|
"evaluations": [
|
|
self.etud_eval_results(etud, e)
|
|
for e in mi.evaluations
|
|
if e.visibulletin
|
|
],
|
|
}
|
|
return d
|
|
|
|
def etud_eval_results(self, etud, e) -> dict:
|
|
"dict resultats d'un étudiant à une évaluation"
|
|
eval_notes = self.modimpls_evals_notes[e.moduleimpl_id][e.id] # pd.Series
|
|
notes_ok = eval_notes.where(eval_notes > scu.NOTES_ABSENCE).dropna()
|
|
d = {
|
|
"id": e.id,
|
|
"description": e.description,
|
|
"date": e.jour.isoformat() if e.jour else None,
|
|
"heure_debut": e.heure_debut.strftime("%H:%M") if e.heure_debut else None,
|
|
"heure_fin": e.heure_fin.strftime("%H:%M") if e.heure_debut else None,
|
|
"coef": e.coefficient,
|
|
"poids": {p.ue.acronyme: p.poids for p in e.ue_poids},
|
|
"note": {
|
|
"value": fmt_note(
|
|
self.modimpls_evals_notes[e.moduleimpl_id][e.id][etud.id]
|
|
),
|
|
"min": fmt_note(notes_ok.min()),
|
|
"max": fmt_note(notes_ok.max()),
|
|
"moy": fmt_note(notes_ok.mean()),
|
|
},
|
|
}
|
|
return d
|
|
|
|
def bulletin_etud(self, etud, formsemestre) -> dict:
|
|
"""Le bulletin de l'étudiant dans ce semestre"""
|
|
d = {
|
|
"version": "0",
|
|
"type": "BUT",
|
|
"date": datetime.datetime.utcnow().isoformat() + "Z",
|
|
"etudiant": etud.to_dict_bul(),
|
|
"formation": {
|
|
"id": formsemestre.formation.id,
|
|
"acronyme": formsemestre.formation.acronyme,
|
|
"titre_officiel": formsemestre.formation.titre_officiel,
|
|
"titre": formsemestre.formation.titre,
|
|
},
|
|
"formsemestre_id": formsemestre.id,
|
|
"ressources": self.etud_mods_results(etud, self.ressources),
|
|
"saes": self.etud_mods_results(etud, self.saes),
|
|
"ues": {ue.acronyme: self.etud_ue_results(etud, ue) for ue in self.ues},
|
|
"semestre": {
|
|
"notes": { # moyenne des moyennes générales du semestre
|
|
"value": fmt_note(self.etud_moy_gen[etud.id]),
|
|
"min": fmt_note(self.etud_moy_gen.min()),
|
|
"moy": fmt_note(self.etud_moy_gen.mean()),
|
|
"max": fmt_note(self.etud_moy_gen.max()),
|
|
},
|
|
"rang": { # classement wrt moyenne général, indicatif
|
|
"value": None, # XXX TODO
|
|
"total": None,
|
|
},
|
|
"absences": { # XXX TODO
|
|
"injustifie": 1,
|
|
"total": 33,
|
|
},
|
|
"etapes": { # XXX TODO
|
|
# à spécifier: liste des étapes Apogée
|
|
},
|
|
"date_debut": formsemestre.date_debut.isoformat(),
|
|
"date_fin": formsemestre.date_fin.isoformat(),
|
|
"annee_universitaire": self.formsemestre.annee_scolaire_str(),
|
|
"inscription": "TODO-MM-JJ", # XXX TODO
|
|
"numero": formsemestre.semestre_id,
|
|
"decision": None, # XXX TODO
|
|
"situation": "Décision jury: Validé. Diplôme obtenu.", # XXX TODO
|
|
"date_jury": "AAAA-MM-JJ", # XXX TODO
|
|
"groupes": [], # XXX TODO
|
|
},
|
|
"options": bulletin_option_affichage(formsemestre),
|
|
}
|
|
return d
|
|
|
|
|
|
def bulletin_option_affichage(formsemestre):
|
|
"dict avec les options d'affichages (préférences) pour ce semestre"
|
|
prefs = sco_preferences.SemPreferences(formsemestre.id)
|
|
fields = (
|
|
"bul_show_abs",
|
|
"bul_show_abs_modules",
|
|
"bul_show_ects",
|
|
"bul_show_codemodules",
|
|
"bul_show_matieres",
|
|
"bul_show_all_evals",
|
|
"bul_show_rangs",
|
|
"bul_show_ue_rangs",
|
|
"bul_show_mod_rangs",
|
|
"bul_show_moypromo",
|
|
"bul_show_minmax",
|
|
"bul_show_minmax_mod",
|
|
"bul_show_minmax_eval",
|
|
"bul_show_coef",
|
|
"bul_show_ue_cap_details",
|
|
"bul_show_ue_cap_current",
|
|
"bul_show_temporary",
|
|
"bul_temporary_txt",
|
|
"bul_show_uevalid",
|
|
"bul_show_date_inscr",
|
|
)
|
|
# on enlève le "bul_" de la clé:
|
|
return {field[4:]: prefs[field] for field in fields}
|